From d76bdb034b1c047de3bf9a93ff25dfda5f7a2557 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 14:54:18 +0700
Subject: [PATCH 01/70] fix(spp_gis): add MultiPolygon and GeometryCollection
 support to GIS operators

The Operator class only supported Point, LineString, and Polygon types
in domain queries. When shapely's unary_union creates a MultiPolygon
from non-overlapping polygons, the operator validation silently rejected
it, returning SQL("FALSE") and matching zero registrants.

Add ST_GeomFromGeoJSON path for complex geometry types that cannot be
easily constructed from coordinates.
---
 spp_gis/operators.py             |  22 +++-
 spp_gis/tests/test_geo_fields.py | 180 +++++++++++++++++++++++++++++++
 2 files changed, 200 insertions(+), 2 deletions(-)

diff --git a/spp_gis/operators.py b/spp_gis/operators.py
index ee996bbf..b23e47e1 100644
--- a/spp_gis/operators.py
+++ b/spp_gis/operators.py
@@ -93,6 +93,8 @@ class Operator:
         "Point": "point",
         "LineString": "line",
         "Polygon": "polygon",
+        "MultiPolygon": "multipolygon",
+        "GeometryCollection": "geometrycollection",
     }
 
     def __init__(self, field, table_alias=None):
@@ -256,6 +258,15 @@ def create_polygon(self, coordinates, srid):
         polygon = self.st_makepolygon(points)
         return self.st_setsrid(polygon, srid)
 
+    def create_from_geojson(self, geojson_dict, srid):
+        """Create geometry from full GeoJSON using ST_GeomFromGeoJSON.
+
+        Used for complex geometry types (MultiPolygon, GeometryCollection)
+        that cannot be easily constructed from coordinates.
+        """
+        geojson_str = json.dumps(geojson_dict)
+        return self.st_setsrid(f"ST_GeomFromGeoJSON('{geojson_str}')", srid)
+
     def validate_coordinates_for_point(self, coordinates):
         """
         The function `validate_coordinates_for_point` checks if a set of coordinates represents a valid
@@ -454,7 +465,9 @@ def validate_geojson(self, geojson):
         to validate the structure of the GeoJSON using the `shape` function
         """
         if geojson.get("type") not in self.ALLOWED_LAYER_TYPE:
-            raise ValueError("Invalid geojson type. Allowed types are Point, LineString, and Polygon.")
+            raise ValueError(
+                "Invalid geojson type. Allowed types are Point, LineString, Polygon, MultiPolygon, and GeometryCollection."
+            )
         try:
             shape(geojson)
         except Exception as e:
@@ -487,6 +500,11 @@ def domain_query(self, operator, value):
 
         operation = self.OPERATION_TO_RELATION[operator]
         layer_type = self.ALLOWED_LAYER_TYPE[geojson_val["type"]]
-        coordinates = geojson_val["coordinates"]
 
+        if layer_type in ("multipolygon", "geometrycollection"):
+            # Complex types use ST_GeomFromGeoJSON directly
+            geom = self.create_from_geojson(geojson_val, self.field.srid)
+            return SQL(f"{self.POSTGIS_SPATIAL_RELATION[operation]}({geom}, {self.qualified_field_name})")
+
+        coordinates = geojson_val["coordinates"]
         return SQL(self.get_postgis_query(operation, coordinates, distance=distance, layer_type=layer_type))
diff --git a/spp_gis/tests/test_geo_fields.py b/spp_gis/tests/test_geo_fields.py
index 124f7f77..8579a26e 100644
--- a/spp_gis/tests/test_geo_fields.py
+++ b/spp_gis/tests/test_geo_fields.py
@@ -246,3 +246,183 @@ def test_get_postgis_query_with_alias_and_distance(self):
         )
 
         self.assertIn('"spp_area"."geo_polygon"', result)
+
+
+class TestOperatorMultiPolygon(TransactionCase):
+    """Test that the Operator handles MultiPolygon and GeometryCollection types."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+        cls.env = cls.env(
+            context=dict(
+                cls.env.context,
+                test_queue_job_no_delay=True,
+            )
+        )
+
+    def _make_field(self, name="geo_polygon", srid=4326):
+        """Create a mock field for the Operator."""
+        from odoo.addons.spp_gis.fields import GeoPolygonField
+
+        field = GeoPolygonField()
+        field.name = name
+        field.srid = srid
+        return field
+
+    def test_multipolygon_domain_query(self):
+        """domain_query accepts MultiPolygon GeoJSON and generates ST_GeomFromGeoJSON SQL."""
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field)
+
+        geojson = {
+            "type": "MultiPolygon",
+            "coordinates": [
+                [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]],
+                [[[10, 10], [11, 10], [11, 11], [10, 11], [10, 10]]],
+            ],
+        }
+
+        result = operator.domain_query("gis_intersects", geojson)
+        sql_string = str(result)
+
+        self.assertIn("ST_Intersects", sql_string)
+        self.assertIn("ST_GeomFromGeoJSON", sql_string)
+        self.assertIn("MultiPolygon", sql_string)
+
+    def test_multipolygon_domain_query_with_alias(self):
+        """domain_query for MultiPolygon uses table-qualified column names."""
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field, table_alias="spp_area")
+
+        geojson = {
+            "type": "MultiPolygon",
+            "coordinates": [
+                [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]],
+                [[[10, 10], [11, 10], [11, 11], [10, 11], [10, 10]]],
+            ],
+        }
+
+        result = operator.domain_query("gis_within", geojson)
+        sql_string = str(result)
+
+        self.assertIn("ST_Within", sql_string)
+        self.assertIn('"spp_area"."geo_polygon"', sql_string)
+        self.assertIn("ST_GeomFromGeoJSON", sql_string)
+
+    def test_multipolygon_from_geojson_string(self):
+        """domain_query accepts MultiPolygon as a JSON string."""
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field)
+
+        geojson_str = json.dumps(
+            {
+                "type": "MultiPolygon",
+                "coordinates": [
+                    [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]],
+                    [[[10, 10], [11, 10], [11, 11], [10, 11], [10, 10]]],
+                ],
+            }
+        )
+
+        result = operator.domain_query("gis_contains", geojson_str)
+        sql_string = str(result)
+
+        self.assertIn("ST_Contains", sql_string)
+        self.assertIn("ST_GeomFromGeoJSON", sql_string)
+
+    def test_geometrycollection_domain_query(self):
+        """domain_query accepts GeometryCollection GeoJSON."""
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field)
+
+        geojson = {
+            "type": "GeometryCollection",
+            "geometries": [
+                {
+                    "type": "Polygon",
+                    "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]],
+                },
+                {"type": "Point", "coordinates": [5, 5]},
+            ],
+        }
+
+        result = operator.domain_query("gis_intersects", geojson)
+        sql_string = str(result)
+
+        self.assertIn("ST_Intersects", sql_string)
+        self.assertIn("ST_GeomFromGeoJSON", sql_string)
+        self.assertIn("GeometryCollection", sql_string)
+
+    def test_multipolygon_from_shapely(self):
+        """domain_query accepts a shapely MultiPolygon object."""
+        from shapely.geometry import MultiPolygon, Polygon
+
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field)
+
+        poly1 = Polygon([(0, 0), (1, 0), (1, 1), (0, 1), (0, 0)])
+        poly2 = Polygon([(10, 10), (11, 10), (11, 11), (10, 11), (10, 10)])
+        multi = MultiPolygon([poly1, poly2])
+
+        result = operator.domain_query("gis_intersects", multi)
+        sql_string = str(result)
+
+        self.assertIn("ST_Intersects", sql_string)
+        self.assertIn("ST_GeomFromGeoJSON", sql_string)
+
+    def test_validate_geojson_accepts_multipolygon(self):
+        """validate_geojson accepts MultiPolygon type."""
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field)
+
+        geojson = {
+            "type": "MultiPolygon",
+            "coordinates": [
+                [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]],
+            ],
+        }
+        # Should not raise
+        operator.validate_geojson(geojson)
+
+    def test_validate_geojson_rejects_invalid_type(self):
+        """validate_geojson rejects unsupported geometry types."""
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field)
+
+        geojson = {"type": "InvalidType", "coordinates": []}
+        with self.assertRaises(ValueError):
+            operator.validate_geojson(geojson)
+
+    def test_polygon_still_uses_coordinate_construction(self):
+        """Regular Polygon queries still use the coordinate-based path (not ST_GeomFromGeoJSON)."""
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field)
+
+        geojson = {
+            "type": "Polygon",
+            "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]],
+        }
+
+        result = operator.domain_query("gis_intersects", geojson)
+        sql_string = str(result)
+
+        self.assertIn("ST_Intersects", sql_string)
+        self.assertIn("ST_MakePolygon", sql_string)
+        self.assertNotIn("ST_GeomFromGeoJSON", sql_string)

From d3783e9b0e885c6c5cb7173e0a83710a881681bc Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 14:59:37 +0700
Subject: [PATCH 02/70] feat(spp_program_geofence): add geofence-based
 eligibility manager

New module that adds geofence-based geographic targeting to programs:
- Program-level geofence_ids field on Overview tab
- Geofence eligibility manager with hybrid two-tier spatial queries
  (GPS coordinates + administrative area fallback)
- Preview button showing matched registrant count
- Composable with other eligibility managers via AND logic
---
 spp_program_geofence/DESCRIPTION.md           |  27 +
 spp_program_geofence/__init__.py              |   2 +
 spp_program_geofence/__manifest__.py          |  26 +
 spp_program_geofence/models/__init__.py       |   3 +
 .../models/eligibility_manager.py             | 251 +++++++++
 spp_program_geofence/models/program.py        |  35 ++
 .../security/ir.model.access.csv              |   5 +
 .../static/description/index.html             |  13 +
 spp_program_geofence/tests/__init__.py        |   2 +
 .../tests/test_geofence_eligibility.py        | 476 ++++++++++++++++++
 .../views/eligibility_manager_view.xml        | 106 ++++
 spp_program_geofence/views/program_view.xml   |  54 ++
 12 files changed, 1000 insertions(+)
 create mode 100644 spp_program_geofence/DESCRIPTION.md
 create mode 100644 spp_program_geofence/__init__.py
 create mode 100644 spp_program_geofence/__manifest__.py
 create mode 100644 spp_program_geofence/models/__init__.py
 create mode 100644 spp_program_geofence/models/eligibility_manager.py
 create mode 100644 spp_program_geofence/models/program.py
 create mode 100644 spp_program_geofence/security/ir.model.access.csv
 create mode 100644 spp_program_geofence/static/description/index.html
 create mode 100644 spp_program_geofence/tests/__init__.py
 create mode 100644 spp_program_geofence/tests/test_geofence_eligibility.py
 create mode 100644 spp_program_geofence/views/eligibility_manager_view.xml
 create mode 100644 spp_program_geofence/views/program_view.xml

diff --git a/spp_program_geofence/DESCRIPTION.md b/spp_program_geofence/DESCRIPTION.md
new file mode 100644
index 00000000..169f26a8
--- /dev/null
+++ b/spp_program_geofence/DESCRIPTION.md
@@ -0,0 +1,27 @@
+# OpenSPP Program Geofence
+
+Adds geofence-based geographic targeting to OpenSPP programs.
+
+## Features
+
+- **Program Geofences**: Define geographic boundaries (geofences) on programs to scope their
+  geographic coverage. Geofences are configured on the program's Overview tab.
+
+- **Geofence Eligibility Manager**: A pluggable eligibility manager that determines registrant
+  eligibility based on their location relative to the program's geofences. Works alongside other
+  eligibility managers using AND logic.
+
+- **Hybrid Two-Tier Targeting**:
+  - **Tier 1 (GPS)**: Matches registrants whose GPS coordinates fall within the geofence polygons.
+  - **Tier 2 (Area Fallback)**: For registrants without GPS coordinates, matches those whose
+    administrative area intersects the geofence. This fallback can be disabled per manager.
+
+- **Preview**: Preview how many registrants match the current geofences before importing.
+
+## Known Limitations
+
+- Groups (households) typically lack GPS coordinates. Enable the area fallback to match them by
+  administrative area.
+- Changing geofences after enrollment does not retroactively affect existing memberships.
+  Use cycle eligibility verification for ongoing checks.
+- Archived geofences are excluded from spatial queries.
diff --git a/spp_program_geofence/__init__.py b/spp_program_geofence/__init__.py
new file mode 100644
index 00000000..d3361032
--- /dev/null
+++ b/spp_program_geofence/__init__.py
@@ -0,0 +1,2 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from . import models
diff --git a/spp_program_geofence/__manifest__.py b/spp_program_geofence/__manifest__.py
new file mode 100644
index 00000000..f419a343
--- /dev/null
+++ b/spp_program_geofence/__manifest__.py
@@ -0,0 +1,26 @@
+# pylint: disable=pointless-statement
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+{
+    "name": "OpenSPP Program Geofence",
+    "summary": "Geofence-based geographic targeting for programs using spatial queries.",
+    "category": "OpenSPP",
+    "version": "19.0.1.0.0",
+    "author": "OpenSPP.org",
+    "website": "https://github.com/OpenSPP/OpenSPP2",
+    "license": "LGPL-3",
+    "development_status": "Alpha",
+    "depends": [
+        "spp_programs",
+        "spp_gis",
+        "spp_registrant_gis",
+        "spp_area",
+    ],
+    "data": [
+        "security/ir.model.access.csv",
+        "views/eligibility_manager_view.xml",
+        "views/program_view.xml",
+    ],
+    "application": False,
+    "installable": True,
+    "auto_install": False,
+}
diff --git a/spp_program_geofence/models/__init__.py b/spp_program_geofence/models/__init__.py
new file mode 100644
index 00000000..39fe0f86
--- /dev/null
+++ b/spp_program_geofence/models/__init__.py
@@ -0,0 +1,3 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from . import eligibility_manager
+from . import program
diff --git a/spp_program_geofence/models/eligibility_manager.py b/spp_program_geofence/models/eligibility_manager.py
new file mode 100644
index 00000000..f5fc5f0c
--- /dev/null
+++ b/spp_program_geofence/models/eligibility_manager.py
@@ -0,0 +1,251 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+import json
+import logging
+
+from odoo import Command, _, api, fields, models
+
+try:
+    from odoo.addons.queue_job.delay import group
+except ImportError:
+    group = None
+
+try:
+    from shapely.geometry import mapping
+    from shapely.ops import unary_union
+except ImportError:
+    mapping = None
+    unary_union = None
+
+_logger = logging.getLogger(__name__)
+
+
+class GeofenceEligibilityManager(models.Model):
+    _inherit = "spp.eligibility.manager"
+
+    @api.model
+    def _selection_manager_ref_id(self):
+        selection = super()._selection_manager_ref_id()
+        new_manager = (
+            "spp.program.membership.manager.geofence",
+            "Geofence Eligibility",
+        )
+        if new_manager not in selection:
+            selection.append(new_manager)
+        return selection
+
+
+class GeofenceMembershipManager(models.Model):
+    _name = "spp.program.membership.manager.geofence"
+    _inherit = ["spp.program.membership.manager", "spp.manager.source.mixin"]
+    _description = "Geofence Eligibility Manager"
+
+    include_area_fallback = fields.Boolean(
+        default=True,
+        string="Include Area Fallback",
+        help="When enabled, registrants whose administrative area intersects the geofence "
+        "are included even if their coordinates are not set.",
+    )
+    program_geofence_ids = fields.Many2many(
+        "spp.gis.geofence",
+        related="program_id.geofence_ids",
+        readonly=True,
+        string="Program Geofences",
+    )
+    preview_count = fields.Integer(
+        compute="_compute_preview",
+        store=False,
+        string="Preview Count",
+    )
+    preview_error = fields.Char(
+        compute="_compute_preview",
+        store=False,
+        string="Preview Error",
+    )
+
+    @api.depends("program_id.geofence_ids")
+    def _compute_preview(self):
+        for rec in self:
+            try:
+                eligible = rec._find_eligible_registrants()
+                rec.preview_count = len(eligible)
+                rec.preview_error = False
+            except Exception as e:
+                rec.preview_count = 0
+                rec.preview_error = str(e)
+
+    def _get_combined_geometry(self):
+        """Return the union of all geofence geometries for this manager's program.
+
+        Returns None if there are no geofences or if shapely is unavailable.
+        """
+        self.ensure_one()
+        if unary_union is None:
+            _logger.warning(
+                "spp_program_geofence: shapely is not available; cannot compute combined geometry"
+            )
+            return None
+
+        geofences = self.program_id.geofence_ids
+        if not geofences:
+            return None
+
+        shapes = [gf.geometry for gf in geofences if gf.geometry]
+        if not shapes:
+            return None
+
+        return unary_union(shapes)
+
+    def _prepare_eligible_domain(self, membership=None):
+        """Build the base Odoo search domain for eligible registrants.
+
+        Args:
+            membership: Optional recordset of spp.program.membership records.
+                When provided, results are restricted to partners in that set.
+
+        Returns:
+            list: Odoo domain expression.
+        """
+        domain = []
+        if membership is not None:
+            ids = membership.mapped("partner_id.id")
+            domain += [("id", "in", ids)]
+
+        # Exclude disabled registrants
+        domain += [("disabled", "=", False)]
+
+        if self.program_id.target_type == "group":
+            domain += [("is_group", "=", True), ("is_registrant", "=", True)]
+        if self.program_id.target_type == "individual":
+            domain += [("is_group", "=", False), ("is_registrant", "=", True)]
+
+        return domain
+
+    def _find_eligible_registrants(self, membership=None):
+        """Find all registrants that fall within the program's geofences.
+
+        Uses a two-tier approach:
+        - Tier 1: registrants whose coordinates fall within the combined geofence geometry.
+        - Tier 2 (when include_area_fallback is True): registrants whose administrative
+          area intersects the combined geofence geometry and were not already found in tier 1.
+
+        Args:
+            membership: Optional recordset restricting the search population.
+
+        Returns:
+            res.partner recordset of eligible registrants.
+        """
+        self.ensure_one()
+        geofences = self.program_id.geofence_ids
+        if not geofences:
+            return self.env["res.partner"].browse()
+
+        combined = self._get_combined_geometry()
+        if combined is None:
+            return self.env["res.partner"].browse()
+
+        combined_geojson = json.dumps(mapping(combined))
+        base_domain = self._prepare_eligible_domain(membership)
+
+        # Tier 1: registrants with coordinates inside the geofence
+        tier1_domain = base_domain + [("coordinates", "gis_within", combined_geojson)]
+        tier1 = self.env["res.partner"].search(tier1_domain)
+
+        # Tier 2: registrants whose area intersects the geofence
+        if self.include_area_fallback:
+            area_domain = [("geo_polygon", "gis_intersects", combined_geojson)]
+            matching_areas = self.env["spp.area"].search(area_domain)
+            if matching_areas:
+                tier2_domain = base_domain + [
+                    ("area_id", "in", matching_areas.ids),
+                    ("id", "not in", tier1.ids),
+                ]
+                tier2 = self.env["res.partner"].search(tier2_domain)
+                return tier1 | tier2
+
+        return tier1
+
+    def enroll_eligible_registrants(self, program_memberships):
+        for rec in self:
+            eligible = rec._find_eligible_registrants(program_memberships)
+            return self.env["spp.program.membership"].search(
+                [
+                    ("partner_id", "in", eligible.ids),
+                    ("program_id", "=", rec.program_id.id),
+                ]
+            )
+
+    def verify_cycle_eligibility(self, cycle, membership):
+        for rec in self:
+            eligible = rec._find_eligible_registrants(membership)
+            return self.env["spp.cycle.membership"].search(
+                [
+                    ("partner_id", "in", eligible.ids),
+                    ("cycle_id", "=", cycle.id),
+                ]
+            )
+
+    def import_eligible_registrants(self, state="draft"):
+        ben_count = 0
+        for rec in self:
+            new_beneficiaries = rec._find_eligible_registrants()
+
+            # Exclude already-enrolled beneficiaries
+            beneficiary_ids = rec.program_id.get_beneficiaries().mapped("partner_id")
+            new_beneficiaries = new_beneficiaries - beneficiary_ids
+
+            ben_count = len(new_beneficiaries)
+            if ben_count < 1000:
+                rec._import_registrants(new_beneficiaries, state=state, do_count=True)
+            else:
+                rec._import_registrants_async(new_beneficiaries, state=state)
+        return ben_count
+
+    def _import_registrants_async(self, new_beneficiaries, state="draft"):
+        self.ensure_one()
+        program = self.program_id
+        program.message_post(body=f"Import of {len(new_beneficiaries)} beneficiaries started.")
+        program.write({"is_locked": True, "locked_reason": "Importing beneficiaries"})
+
+        jobs = []
+        for i in range(0, len(new_beneficiaries), 10000):
+            jobs.append(
+                self.delayable(channel="root_program.eligibility_manager")._import_registrants(
+                    new_beneficiaries[i : i + 10000], state
+                )
+            )
+        main_job = group(*jobs)
+        main_job.on_done(self.delayable(channel="root_program.eligibility_manager").mark_import_as_done())
+        main_job.delay()
+
+    def mark_import_as_done(self):
+        self.ensure_one()
+        self.program_id._compute_eligible_beneficiary_count()
+        self.program_id._compute_beneficiary_count()
+        self.program_id.is_locked = False
+        self.program_id.locked_reason = None
+        self.program_id.message_post(body=_("Import finished."))
+
+    def _import_registrants(self, new_beneficiaries, state="draft", do_count=False):
+        _logger.info("spp_program_geofence: Importing %s beneficiaries", len(new_beneficiaries))
+        beneficiaries_val = []
+        for beneficiary in new_beneficiaries:
+            beneficiaries_val.append(Command.create({"partner_id": beneficiary.id, "state": state}))
+        self.program_id.update({"program_membership_ids": beneficiaries_val})
+
+        if do_count:
+            self.program_id._compute_eligible_beneficiary_count()
+            self.program_id._compute_beneficiary_count()
+
+    def action_preview_eligible(self):
+        self.ensure_one()
+        self._compute_preview()
+        return {
+            "type": "ir.actions.client",
+            "tag": "display_notification",
+            "params": {
+                "title": "Preview Complete",
+                "message": f"{self.preview_count} registrants match the current geofences.",
+                "sticky": False,
+                "type": "success" if not self.preview_error else "warning",
+            },
+        }
diff --git a/spp_program_geofence/models/program.py b/spp_program_geofence/models/program.py
new file mode 100644
index 00000000..c232f6fb
--- /dev/null
+++ b/spp_program_geofence/models/program.py
@@ -0,0 +1,35 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from odoo import api, fields, models
+
+
+class SPPProgram(models.Model):
+    _inherit = "spp.program"
+
+    geofence_ids = fields.Many2many(
+        "spp.gis.geofence",
+        "spp_program_geofence_rel",
+        "program_id",
+        "geofence_id",
+        string="Geofences",
+        help="Geographic boundaries that define this program's scope.",
+    )
+    geofence_count = fields.Integer(
+        compute="_compute_geofence_count",
+        string="Geofence Count",
+    )
+
+    @api.depends("geofence_ids")
+    def _compute_geofence_count(self):
+        for rec in self:
+            rec.geofence_count = len(rec.geofence_ids)
+
+    def action_open_geofences(self):
+        self.ensure_one()
+        return {
+            "type": "ir.actions.act_window",
+            "name": "Program Geofences",
+            "res_model": "spp.gis.geofence",
+            "view_mode": "list,form",
+            "domain": [("id", "in", self.geofence_ids.ids)],
+            "context": dict(self.env.context),
+        }
diff --git a/spp_program_geofence/security/ir.model.access.csv b/spp_program_geofence/security/ir.model.access.csv
new file mode 100644
index 00000000..e60345ed
--- /dev/null
+++ b/spp_program_geofence/security/ir.model.access.csv
@@ -0,0 +1,5 @@
+id,name,model_id:id,group_id:id,perm_read,perm_write,perm_create,perm_unlink
+access_spp_program_membership_manager_geofence_admin,Geofence Eligibility Admin,model_spp_program_membership_manager_geofence,spp_security.group_spp_admin,1,1,1,1
+access_spp_program_membership_manager_geofence_manager,Geofence Eligibility Manager,model_spp_program_membership_manager_geofence,spp_programs.group_programs_manager,1,1,1,0
+access_spp_program_membership_manager_geofence_officer,Geofence Eligibility Officer,model_spp_program_membership_manager_geofence,spp_programs.group_programs_officer,1,1,1,0
+access_spp_program_membership_manager_geofence_viewer,Geofence Eligibility Viewer,model_spp_program_membership_manager_geofence,spp_programs.group_programs_viewer,1,0,0,0
diff --git a/spp_program_geofence/static/description/index.html b/spp_program_geofence/static/description/index.html
new file mode 100644
index 00000000..1b59204c
--- /dev/null
+++ b/spp_program_geofence/static/description/index.html
@@ -0,0 +1,13 @@
+<section class="oe_container">
+    <div class="oe_row oe_spaced">
+        <h2 class="oe_slogan" style="color:#875a7b;">OpenSPP Program Geofence</h2>
+        <h3 class="oe_slogan">Geofence-based geographic targeting for programs</h3>
+        <div class="oe_span12">
+            <p class="oe_mt32 text-justify">
+                This module adds geofence-based geographic targeting to OpenSPP programs.
+                Programs can define geofences (geographic boundaries) and use them to
+                automatically identify and enroll eligible registrants based on their location.
+            </p>
+        </div>
+    </div>
+</section>
diff --git a/spp_program_geofence/tests/__init__.py b/spp_program_geofence/tests/__init__.py
new file mode 100644
index 00000000..451dad01
--- /dev/null
+++ b/spp_program_geofence/tests/__init__.py
@@ -0,0 +1,2 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from . import test_geofence_eligibility
diff --git a/spp_program_geofence/tests/test_geofence_eligibility.py b/spp_program_geofence/tests/test_geofence_eligibility.py
new file mode 100644
index 00000000..95ca0a25
--- /dev/null
+++ b/spp_program_geofence/tests/test_geofence_eligibility.py
@@ -0,0 +1,476 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Tests for geofence-based eligibility manager."""
+
+import json
+
+from odoo.tests import TransactionCase, tagged
+
+
+@tagged("post_install", "-at_install")
+class TestGeofenceEligibility(TransactionCase):
+    """Test the geofence eligibility manager with spatial queries."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+        cls.env = cls.env(
+            context=dict(
+                cls.env.context,
+                test_queue_job_no_delay=True,
+                tracking_disable=True,
+            )
+        )
+
+        # -- Geofence: a box from (100, 0) to (101, 1) --
+        cls.geofence_geojson = json.dumps(
+            {
+                "type": "Polygon",
+                "coordinates": [
+                    [[100, 0], [101, 0], [101, 1], [100, 1], [100, 0]]
+                ],
+            }
+        )
+        cls.geofence = cls.env["spp.gis.geofence"].create(
+            {
+                "name": "Test Geofence",
+                "geometry": cls.geofence_geojson,
+                "geofence_type": "custom",
+            }
+        )
+
+        # -- Second geofence: a box from (110, 10) to (111, 11) --
+        cls.geofence2_geojson = json.dumps(
+            {
+                "type": "Polygon",
+                "coordinates": [
+                    [[110, 10], [111, 10], [111, 11], [110, 11], [110, 10]]
+                ],
+            }
+        )
+        cls.geofence2 = cls.env["spp.gis.geofence"].create(
+            {
+                "name": "Test Geofence 2",
+                "geometry": cls.geofence2_geojson,
+                "geofence_type": "custom",
+            }
+        )
+
+        # -- Area that overlaps the first geofence --
+        cls.area_type = cls.env["spp.area.type"].create({"name": "Test District"})
+        cls.area_inside = cls.env["spp.area"].create(
+            {
+                "draft_name": "Area Inside",
+                "code": "AREA_IN",
+                "area_type_id": cls.area_type.id,
+                "geo_polygon": json.dumps(
+                    {
+                        "type": "Polygon",
+                        "coordinates": [
+                            [
+                                [100.2, 0.2],
+                                [100.8, 0.2],
+                                [100.8, 0.8],
+                                [100.2, 0.8],
+                                [100.2, 0.2],
+                            ]
+                        ],
+                    }
+                ),
+            }
+        )
+
+        # -- Area that does NOT overlap the first geofence --
+        cls.area_outside = cls.env["spp.area"].create(
+            {
+                "draft_name": "Area Outside",
+                "code": "AREA_OUT",
+                "area_type_id": cls.area_type.id,
+                "geo_polygon": json.dumps(
+                    {
+                        "type": "Polygon",
+                        "coordinates": [
+                            [
+                                [50, 50],
+                                [51, 50],
+                                [51, 51],
+                                [50, 51],
+                                [50, 50],
+                            ]
+                        ],
+                    }
+                ),
+            }
+        )
+
+        # -- Registrants --
+        point_inside = json.dumps(
+            {"type": "Point", "coordinates": [100.5, 0.5]}
+        )
+        point_outside = json.dumps(
+            {"type": "Point", "coordinates": [50, 50]}
+        )
+        point_in_geofence2 = json.dumps(
+            {"type": "Point", "coordinates": [110.5, 10.5]}
+        )
+
+        cls.reg_inside = cls.env["res.partner"].create(
+            {
+                "name": "Inside Registrant",
+                "is_registrant": True,
+                "is_group": False,
+                "coordinates": point_inside,
+            }
+        )
+        cls.reg_outside = cls.env["res.partner"].create(
+            {
+                "name": "Outside Registrant",
+                "is_registrant": True,
+                "is_group": False,
+                "coordinates": point_outside,
+            }
+        )
+        cls.reg_no_coords_in_area = cls.env["res.partner"].create(
+            {
+                "name": "No Coords In Area",
+                "is_registrant": True,
+                "is_group": False,
+                "area_id": cls.area_inside.id,
+            }
+        )
+        cls.reg_no_coords_out_area = cls.env["res.partner"].create(
+            {
+                "name": "No Coords Out Area",
+                "is_registrant": True,
+                "is_group": False,
+                "area_id": cls.area_outside.id,
+            }
+        )
+        cls.reg_in_geofence2 = cls.env["res.partner"].create(
+            {
+                "name": "In Geofence 2",
+                "is_registrant": True,
+                "is_group": False,
+                "coordinates": point_in_geofence2,
+            }
+        )
+        cls.reg_disabled = cls.env["res.partner"].create(
+            {
+                "name": "Disabled Registrant",
+                "is_registrant": True,
+                "is_group": False,
+                "disabled": True,
+                "coordinates": point_inside,
+            }
+        )
+        # Registrant with BOTH coordinates inside AND area inside
+        cls.reg_both = cls.env["res.partner"].create(
+            {
+                "name": "Both Coords And Area",
+                "is_registrant": True,
+                "is_group": False,
+                "coordinates": point_inside,
+                "area_id": cls.area_inside.id,
+            }
+        )
+        # Group registrant (for target_type tests)
+        cls.group_reg = cls.env["res.partner"].create(
+            {
+                "name": "Group Registrant",
+                "is_registrant": True,
+                "is_group": True,
+                "area_id": cls.area_inside.id,
+            }
+        )
+
+        # -- Program --
+        cls.program = cls.env["spp.program"].create(
+            {
+                "name": "Geofence Test Program",
+                "target_type": "individual",
+                "geofence_ids": [(6, 0, [cls.geofence.id])],
+            }
+        )
+
+        # -- Geofence Eligibility Manager --
+        cls.manager = cls.env["spp.program.membership.manager.geofence"].create(
+            {
+                "name": "Test Geofence Manager",
+                "program_id": cls.program.id,
+            }
+        )
+
+    # --- Manager registration ---
+
+    def test_manager_selection_registered(self):
+        """Geofence Eligibility appears in the manager selection."""
+        selection = self.env["spp.eligibility.manager"]._selection_manager_ref_id()
+        manager_names = [s[0] for s in selection]
+        self.assertIn("spp.program.membership.manager.geofence", manager_names)
+
+    # --- Tier 1: coordinate-based ---
+
+    def test_tier1_coordinates_inside(self):
+        """Registrant with coordinates inside geofence is eligible."""
+        eligible = self.manager._find_eligible_registrants()
+        self.assertIn(self.reg_inside, eligible)
+
+    def test_tier1_coordinates_outside(self):
+        """Registrant with coordinates outside geofence is not eligible."""
+        eligible = self.manager._find_eligible_registrants()
+        self.assertNotIn(self.reg_outside, eligible)
+
+    def test_tier1_no_coordinates_not_matched(self):
+        """Registrant without coordinates is not matched by Tier 1 alone."""
+        self.manager.include_area_fallback = False
+        eligible = self.manager._find_eligible_registrants()
+        self.assertNotIn(self.reg_no_coords_in_area, eligible)
+        # Restore
+        self.manager.include_area_fallback = True
+
+    # --- Tier 2: area fallback ---
+
+    def test_tier2_area_intersects(self):
+        """Registrant in intersecting area is eligible via fallback."""
+        eligible = self.manager._find_eligible_registrants()
+        self.assertIn(self.reg_no_coords_in_area, eligible)
+
+    def test_tier2_area_no_intersection(self):
+        """Registrant in non-intersecting area is not eligible."""
+        eligible = self.manager._find_eligible_registrants()
+        self.assertNotIn(self.reg_no_coords_out_area, eligible)
+
+    def test_tier2_disabled(self):
+        """When include_area_fallback=False, Tier 2 is skipped."""
+        self.manager.include_area_fallback = False
+        eligible = self.manager._find_eligible_registrants()
+        self.assertNotIn(self.reg_no_coords_in_area, eligible)
+        # Restore
+        self.manager.include_area_fallback = True
+
+    # --- Hybrid union ---
+
+    def test_hybrid_no_duplicates(self):
+        """Registrant matched by both tiers appears only once."""
+        eligible = self.manager._find_eligible_registrants()
+        count = len([r for r in eligible if r.id == self.reg_both.id])
+        self.assertEqual(count, 1)
+
+    # --- Multiple geofences ---
+
+    def test_multiple_geofences(self):
+        """Registrant in second geofence is eligible."""
+        self.program.geofence_ids = [(6, 0, [self.geofence.id, self.geofence2.id])]
+        eligible = self.manager._find_eligible_registrants()
+        self.assertIn(self.reg_in_geofence2, eligible)
+        self.assertIn(self.reg_inside, eligible)
+        # Restore
+        self.program.geofence_ids = [(6, 0, [self.geofence.id])]
+
+    # --- No geofences ---
+
+    def test_no_geofences_empty_result(self):
+        """Program with no geofences returns no eligible registrants."""
+        self.program.geofence_ids = [(5, 0, 0)]
+        eligible = self.manager._find_eligible_registrants()
+        self.assertEqual(len(eligible), 0)
+        # Restore
+        self.program.geofence_ids = [(6, 0, [self.geofence.id])]
+
+    # --- Enrollment pipeline ---
+
+    def test_enroll_eligible_registrants(self):
+        """enroll_eligible_registrants filters memberships to eligible partners."""
+        membership = self.env["spp.program.membership"].create(
+            {
+                "partner_id": self.reg_inside.id,
+                "program_id": self.program.id,
+                "state": "draft",
+            }
+        )
+        membership_outside = self.env["spp.program.membership"].create(
+            {
+                "partner_id": self.reg_outside.id,
+                "program_id": self.program.id,
+                "state": "draft",
+            }
+        )
+        result = self.manager.enroll_eligible_registrants(membership | membership_outside)
+        self.assertIn(membership, result)
+        self.assertNotIn(membership_outside, result)
+
+    def test_import_eligible_registrants(self):
+        """import_eligible_registrants creates memberships for eligible registrants."""
+        # Use a fresh program to avoid pre-existing memberships
+        program2 = self.env["spp.program"].create(
+            {
+                "name": "Import Test Program",
+                "target_type": "individual",
+                "geofence_ids": [(6, 0, [self.geofence.id])],
+            }
+        )
+        manager2 = self.env["spp.program.membership.manager.geofence"].create(
+            {
+                "name": "Import Manager",
+                "program_id": program2.id,
+            }
+        )
+        count = manager2.import_eligible_registrants()
+        self.assertGreater(count, 0)
+        enrolled_partners = program2.program_membership_ids.mapped("partner_id")
+        self.assertIn(self.reg_inside, enrolled_partners)
+        self.assertNotIn(self.reg_outside, enrolled_partners)
+
+    def test_import_excludes_already_enrolled(self):
+        """import_eligible_registrants does not duplicate existing memberships."""
+        program3 = self.env["spp.program"].create(
+            {
+                "name": "Dedup Test Program",
+                "target_type": "individual",
+                "geofence_ids": [(6, 0, [self.geofence.id])],
+            }
+        )
+        manager3 = self.env["spp.program.membership.manager.geofence"].create(
+            {
+                "name": "Dedup Manager",
+                "program_id": program3.id,
+            }
+        )
+        # First import
+        manager3.import_eligible_registrants()
+        count1 = len(program3.program_membership_ids)
+
+        # Second import should add nothing
+        manager3.import_eligible_registrants()
+        count2 = len(program3.program_membership_ids)
+        self.assertEqual(count1, count2)
+
+    # --- Disabled registrants ---
+
+    def test_disabled_registrants_excluded(self):
+        """Disabled registrants are never eligible."""
+        eligible = self.manager._find_eligible_registrants()
+        self.assertNotIn(self.reg_disabled, eligible)
+
+    # --- Target type ---
+
+    def test_target_type_individual(self):
+        """When target_type is 'individual', groups are excluded."""
+        eligible = self.manager._find_eligible_registrants()
+        self.assertNotIn(self.group_reg, eligible)
+
+    def test_target_type_group(self):
+        """When target_type is 'group', individuals are excluded."""
+        self.program.target_type = "group"
+        eligible = self.manager._find_eligible_registrants()
+        self.assertIn(self.group_reg, eligible)
+        self.assertNotIn(self.reg_inside, eligible)
+        # Restore
+        self.program.target_type = "individual"
+
+    # --- MultiPolygon geometry ---
+
+    def test_multipolygon_geofence(self):
+        """Program with multiple non-overlapping geofences uses MultiPolygon via unary_union."""
+        self.program.geofence_ids = [(6, 0, [self.geofence.id, self.geofence2.id])]
+        eligible = self.manager._find_eligible_registrants()
+        # Both registrants from different geofences should be eligible
+        self.assertIn(self.reg_inside, eligible)
+        self.assertIn(self.reg_in_geofence2, eligible)
+        # Outside registrant should not be
+        self.assertNotIn(self.reg_outside, eligible)
+        # Restore
+        self.program.geofence_ids = [(6, 0, [self.geofence.id])]
+
+    # --- Program geofence field ---
+
+    def test_program_geofence_count(self):
+        """geofence_count is computed correctly."""
+        self.assertEqual(self.program.geofence_count, 1)
+        self.program.geofence_ids = [(6, 0, [self.geofence.id, self.geofence2.id])]
+        self.assertEqual(self.program.geofence_count, 2)
+        # Restore
+        self.program.geofence_ids = [(6, 0, [self.geofence.id])]
+
+
+@tagged("post_install", "-at_install")
+class TestGeofenceEligibilityOfficer(TransactionCase):
+    """Test geofence eligibility with programs_officer user context."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+        cls.env = cls.env(
+            context=dict(
+                cls.env.context,
+                test_queue_job_no_delay=True,
+                tracking_disable=True,
+            )
+        )
+
+        # Create officer user
+        cls.officer_user = cls.env["res.users"].create(
+            {
+                "name": "Test Officer",
+                "login": "test_geofence_officer",
+                "groups_id": [
+                    (
+                        6,
+                        0,
+                        [
+                            cls.env.ref("spp_programs.group_programs_officer").id,
+                            cls.env.ref("base.group_user").id,
+                        ],
+                    )
+                ],
+            }
+        )
+
+        # Create test data as admin
+        cls.geofence = cls.env["spp.gis.geofence"].create(
+            {
+                "name": "Officer Test Geofence",
+                "geometry": json.dumps(
+                    {
+                        "type": "Polygon",
+                        "coordinates": [
+                            [[100, 0], [101, 0], [101, 1], [100, 1], [100, 0]]
+                        ],
+                    }
+                ),
+                "geofence_type": "custom",
+            }
+        )
+
+        cls.program = cls.env["spp.program"].create(
+            {
+                "name": "Officer Test Program",
+                "target_type": "individual",
+                "geofence_ids": [(6, 0, [cls.geofence.id])],
+            }
+        )
+
+        cls.manager = cls.env["spp.program.membership.manager.geofence"].create(
+            {
+                "name": "Officer Manager",
+                "program_id": cls.program.id,
+            }
+        )
+
+    def test_officer_can_read_manager(self):
+        """Programs officer can read the geofence eligibility manager."""
+        manager_as_officer = self.manager.with_user(self.officer_user)
+        self.assertEqual(manager_as_officer.name, "Officer Manager")
+
+    def test_officer_can_create_manager(self):
+        """Programs officer can create a geofence eligibility manager."""
+        new_manager = (
+            self.env["spp.program.membership.manager.geofence"]
+            .with_user(self.officer_user)
+            .create(
+                {
+                    "name": "Officer Created Manager",
+                    "program_id": self.program.id,
+                }
+            )
+        )
+        self.assertTrue(new_manager.id)
diff --git a/spp_program_geofence/views/eligibility_manager_view.xml b/spp_program_geofence/views/eligibility_manager_view.xml
new file mode 100644
index 00000000..bb46add6
--- /dev/null
+++ b/spp_program_geofence/views/eligibility_manager_view.xml
@@ -0,0 +1,106 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<odoo>
+    <!-- Geofence Eligibility Manager Form -->
+    <record
+        id="view_eligibility_manager_geofence_form"
+        model="ir.ui.view"
+    >
+        <field name="name">spp.program.membership.manager.geofence.form</field>
+        <field name="model">spp.program.membership.manager.geofence</field>
+        <field name="arch" type="xml">
+            <form string="Geofence Eligibility Manager">
+                <sheet>
+                    <div class="oe_title mb24">
+                        <label for="name" string="Name:" />
+                        <h1>
+                            <field
+                                name="name"
+                                placeholder="Enter the Manager Name..."
+                            />
+                        </h1>
+                        <field name="program_id" invisible="1" />
+                    </div>
+
+                    <!-- Warning: no geofences configured -->
+                    <div
+                        class="alert alert-warning"
+                        role="alert"
+                        invisible="program_geofence_ids"
+                    >
+                        <i class="fa fa-exclamation-triangle me-2" />
+                        No geofences configured on this program. Add geofences
+                        on the program's <strong>Overview</strong> tab before
+                        importing eligible registrants.
+                    </div>
+
+                    <group string="Settings" col="4" colspan="4">
+                        <field
+                            name="include_area_fallback"
+                            widget="boolean_toggle"
+                            help="When enabled, registrants without GPS coordinates will be matched by their assigned administrative area if it overlaps the geofence. Disable to require precise GPS coordinates only."
+                        />
+                    </group>
+
+                    <group
+                        string="Program Geofences"
+                        colspan="4"
+                        col="1"
+                    >
+                        <div class="alert alert-info small py-2" role="alert">
+                            <i class="fa fa-info-circle me-2" />
+                            This manager checks whether registrants fall within
+                            the program's geographic scope. Geofences are
+                            configured on the program's
+                            <strong>Overview</strong> tab.
+                        </div>
+                        <field
+                            name="program_geofence_ids"
+                            nolabel="1"
+                            readonly="1"
+                            widget="many2many_tags"
+                        />
+                    </group>
+
+                    <!-- Preview section -->
+                    <group string="Preview" colspan="4" col="1">
+                        <div class="o_row mb-3">
+                            <button
+                                name="action_preview_eligible"
+                                string="Preview Eligible Registrants"
+                                type="object"
+                                class="btn-secondary"
+                                icon="fa-eye"
+                            />
+                        </div>
+                        <div
+                            class="alert alert-success"
+                            role="status"
+                            invisible="preview_error or not program_geofence_ids"
+                        >
+                            <i class="fa fa-map-marker me-2" />
+                            <strong>
+                                <field
+                                    name="preview_count"
+                                    class="oe_inline"
+                                />
+                            </strong>
+                            registrants match the current geographic scope.
+                        </div>
+                        <div
+                            class="alert alert-danger"
+                            role="alert"
+                            invisible="not preview_error"
+                        >
+                            <i class="fa fa-exclamation-triangle me-2" />
+                            <field
+                                name="preview_error"
+                                nolabel="1"
+                                class="oe_inline"
+                            />
+                        </div>
+                    </group>
+                </sheet>
+            </form>
+        </field>
+    </record>
+</odoo>
diff --git a/spp_program_geofence/views/program_view.xml b/spp_program_geofence/views/program_view.xml
new file mode 100644
index 00000000..15e48ed8
--- /dev/null
+++ b/spp_program_geofence/views/program_view.xml
@@ -0,0 +1,54 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<odoo>
+    <!-- Extend Program Form: add geofences to Overview tab -->
+    <record id="view_program_form_geofence" model="ir.ui.view">
+        <field name="name">spp.program.form.geofence</field>
+        <field name="model">spp.program</field>
+        <field name="inherit_id" ref="spp_programs.view_program_list_form" />
+        <field name="priority">99</field>
+        <field name="arch" type="xml">
+            <!-- Add stat button for geofence count -->
+            <xpath expr="//div[hasclass('oe_button_box')]" position="inside">
+                <button
+                    type="object"
+                    class="oe_stat_button"
+                    icon="fa-map-marker"
+                    name="action_open_geofences"
+                    invisible="not geofence_ids"
+                >
+                    <field
+                        name="geofence_count"
+                        widget="statinfo"
+                        string="Geofences"
+                    />
+                </button>
+            </xpath>
+
+            <!-- Add geofences to Overview tab -->
+            <xpath
+                expr="//group[@name='additional_overview_section']"
+                position="attributes"
+            >
+                <attribute name="invisible">0</attribute>
+            </xpath>
+            <xpath
+                expr="//group[@name='additional_overview_section']"
+                position="inside"
+            >
+                <separator string="Geographic Scope" colspan="2" />
+                <field
+                    name="geofence_ids"
+                    nolabel="1"
+                    colspan="2"
+                    readonly="state == 'ended'"
+                >
+                    <list create="0" delete="1" editable="bottom">
+                        <field name="name" readonly="1" />
+                        <field name="geofence_type" optional="hide" readonly="1" />
+                        <field name="area_sqkm" string="Area (sq km)" readonly="1" />
+                    </list>
+                </field>
+            </xpath>
+        </field>
+    </record>
+</odoo>

From 50066ccf10c6dc3e9df2c71647b27e5886b0b933 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 15:00:10 +0700
Subject: [PATCH 03/70] chore: fix lint issues in operators.py and format test
 file

---
 spp_gis/operators.py                          |  3 ++-
 .../models/eligibility_manager.py             |  4 +---
 .../tests/test_geofence_eligibility.py        | 24 +++++--------------
 3 files changed, 9 insertions(+), 22 deletions(-)

diff --git a/spp_gis/operators.py b/spp_gis/operators.py
index b23e47e1..dd0db1f6 100644
--- a/spp_gis/operators.py
+++ b/spp_gis/operators.py
@@ -466,7 +466,8 @@ def validate_geojson(self, geojson):
         """
         if geojson.get("type") not in self.ALLOWED_LAYER_TYPE:
             raise ValueError(
-                "Invalid geojson type. Allowed types are Point, LineString, Polygon, MultiPolygon, and GeometryCollection."
+                "Invalid geojson type. Allowed types are Point, LineString, "
+                "Polygon, MultiPolygon, and GeometryCollection."
             )
         try:
             shape(geojson)
diff --git a/spp_program_geofence/models/eligibility_manager.py b/spp_program_geofence/models/eligibility_manager.py
index f5fc5f0c..d95666ca 100644
--- a/spp_program_geofence/models/eligibility_manager.py
+++ b/spp_program_geofence/models/eligibility_manager.py
@@ -80,9 +80,7 @@ def _get_combined_geometry(self):
         """
         self.ensure_one()
         if unary_union is None:
-            _logger.warning(
-                "spp_program_geofence: shapely is not available; cannot compute combined geometry"
-            )
+            _logger.warning("spp_program_geofence: shapely is not available; cannot compute combined geometry")
             return None
 
         geofences = self.program_id.geofence_ids
diff --git a/spp_program_geofence/tests/test_geofence_eligibility.py b/spp_program_geofence/tests/test_geofence_eligibility.py
index 95ca0a25..1d478614 100644
--- a/spp_program_geofence/tests/test_geofence_eligibility.py
+++ b/spp_program_geofence/tests/test_geofence_eligibility.py
@@ -25,9 +25,7 @@ def setUpClass(cls):
         cls.geofence_geojson = json.dumps(
             {
                 "type": "Polygon",
-                "coordinates": [
-                    [[100, 0], [101, 0], [101, 1], [100, 1], [100, 0]]
-                ],
+                "coordinates": [[[100, 0], [101, 0], [101, 1], [100, 1], [100, 0]]],
             }
         )
         cls.geofence = cls.env["spp.gis.geofence"].create(
@@ -42,9 +40,7 @@ def setUpClass(cls):
         cls.geofence2_geojson = json.dumps(
             {
                 "type": "Polygon",
-                "coordinates": [
-                    [[110, 10], [111, 10], [111, 11], [110, 11], [110, 10]]
-                ],
+                "coordinates": [[[110, 10], [111, 10], [111, 11], [110, 11], [110, 10]]],
             }
         )
         cls.geofence2 = cls.env["spp.gis.geofence"].create(
@@ -103,15 +99,9 @@ def setUpClass(cls):
         )
 
         # -- Registrants --
-        point_inside = json.dumps(
-            {"type": "Point", "coordinates": [100.5, 0.5]}
-        )
-        point_outside = json.dumps(
-            {"type": "Point", "coordinates": [50, 50]}
-        )
-        point_in_geofence2 = json.dumps(
-            {"type": "Point", "coordinates": [110.5, 10.5]}
-        )
+        point_inside = json.dumps({"type": "Point", "coordinates": [100.5, 0.5]})
+        point_outside = json.dumps({"type": "Point", "coordinates": [50, 50]})
+        point_in_geofence2 = json.dumps({"type": "Point", "coordinates": [110.5, 10.5]})
 
         cls.reg_inside = cls.env["res.partner"].create(
             {
@@ -432,9 +422,7 @@ def setUpClass(cls):
                 "geometry": json.dumps(
                     {
                         "type": "Polygon",
-                        "coordinates": [
-                            [[100, 0], [101, 0], [101, 1], [100, 1], [100, 0]]
-                        ],
+                        "coordinates": [[[100, 0], [101, 0], [101, 1], [100, 1], [100, 0]]],
                     }
                 ),
                 "geofence_type": "custom",

From 3647d299b1656b4123d515dcd629edc201a77b2d Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 15:30:38 +0700
Subject: [PATCH 04/70] fix(spp_program_geofence): fix spatial query operator
 and test compatibility

- Use gis_intersects instead of gis_within for Tier 1 spatial query;
  gis_within generates ST_Within(value, field) which is backwards for
  point-in-polygon checks, while gis_intersects is symmetric
- Use disabled=None instead of disabled=False in domain (Datetime field)
- Use fields.Datetime.now() for disabled test data (not Boolean True)
- Use group_ids with Command.link() for Odoo 19 compatibility in tests
---
 .../models/eligibility_manager.py                 |  6 +++---
 .../tests/test_geofence_eligibility.py            | 15 +++++----------
 2 files changed, 8 insertions(+), 13 deletions(-)

diff --git a/spp_program_geofence/models/eligibility_manager.py b/spp_program_geofence/models/eligibility_manager.py
index d95666ca..2984f670 100644
--- a/spp_program_geofence/models/eligibility_manager.py
+++ b/spp_program_geofence/models/eligibility_manager.py
@@ -108,8 +108,8 @@ def _prepare_eligible_domain(self, membership=None):
             ids = membership.mapped("partner_id.id")
             domain += [("id", "in", ids)]
 
-        # Exclude disabled registrants
-        domain += [("disabled", "=", False)]
+        # Exclude disabled registrants (disabled is a Datetime field)
+        domain += [("disabled", "=", None)]
 
         if self.program_id.target_type == "group":
             domain += [("is_group", "=", True), ("is_registrant", "=", True)]
@@ -145,7 +145,7 @@ def _find_eligible_registrants(self, membership=None):
         base_domain = self._prepare_eligible_domain(membership)
 
         # Tier 1: registrants with coordinates inside the geofence
-        tier1_domain = base_domain + [("coordinates", "gis_within", combined_geojson)]
+        tier1_domain = base_domain + [("coordinates", "gis_intersects", combined_geojson)]
         tier1 = self.env["res.partner"].search(tier1_domain)
 
         # Tier 2: registrants whose area intersects the geofence
diff --git a/spp_program_geofence/tests/test_geofence_eligibility.py b/spp_program_geofence/tests/test_geofence_eligibility.py
index 1d478614..002f7a37 100644
--- a/spp_program_geofence/tests/test_geofence_eligibility.py
+++ b/spp_program_geofence/tests/test_geofence_eligibility.py
@@ -3,6 +3,7 @@
 
 import json
 
+from odoo import Command, fields
 from odoo.tests import TransactionCase, tagged
 
 
@@ -148,7 +149,7 @@ def setUpClass(cls):
                 "name": "Disabled Registrant",
                 "is_registrant": True,
                 "is_group": False,
-                "disabled": True,
+                "disabled": fields.Datetime.now(),
                 "coordinates": point_inside,
             }
         )
@@ -402,15 +403,9 @@ def setUpClass(cls):
             {
                 "name": "Test Officer",
                 "login": "test_geofence_officer",
-                "groups_id": [
-                    (
-                        6,
-                        0,
-                        [
-                            cls.env.ref("spp_programs.group_programs_officer").id,
-                            cls.env.ref("base.group_user").id,
-                        ],
-                    )
+                "group_ids": [
+                    Command.link(cls.env.ref("spp_programs.group_programs_officer").id),
+                    Command.link(cls.env.ref("base.group_user").id),
                 ],
             }
         )

From 8e1036ad471c493caff508688089bd22e0008384 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 15:43:24 +0700
Subject: [PATCH 05/70] fix: address code review findings from simplify pass

- Escape single quotes in create_from_geojson to prevent SQL injection
- Make preview_count/preview_error regular fields instead of computed;
  spatial queries now only run when the Preview button is clicked
- Use elif instead of two independent if statements for target_type
- Simplify _import_registrants loop to list comprehension
---
 spp_gis/operators.py                          |  2 +-
 .../models/eligibility_manager.py             | 33 ++++++++-----------
 2 files changed, 14 insertions(+), 21 deletions(-)

diff --git a/spp_gis/operators.py b/spp_gis/operators.py
index dd0db1f6..bd7242aa 100644
--- a/spp_gis/operators.py
+++ b/spp_gis/operators.py
@@ -264,7 +264,7 @@ def create_from_geojson(self, geojson_dict, srid):
         Used for complex geometry types (MultiPolygon, GeometryCollection)
         that cannot be easily constructed from coordinates.
         """
-        geojson_str = json.dumps(geojson_dict)
+        geojson_str = json.dumps(geojson_dict).replace("'", "''")
         return self.st_setsrid(f"ST_GeomFromGeoJSON('{geojson_str}')", srid)
 
     def validate_coordinates_for_point(self, coordinates):
diff --git a/spp_program_geofence/models/eligibility_manager.py b/spp_program_geofence/models/eligibility_manager.py
index 2984f670..5fc07c26 100644
--- a/spp_program_geofence/models/eligibility_manager.py
+++ b/spp_program_geofence/models/eligibility_manager.py
@@ -52,27 +52,14 @@ class GeofenceMembershipManager(models.Model):
         string="Program Geofences",
     )
     preview_count = fields.Integer(
-        compute="_compute_preview",
-        store=False,
         string="Preview Count",
+        readonly=True,
     )
     preview_error = fields.Char(
-        compute="_compute_preview",
-        store=False,
         string="Preview Error",
+        readonly=True,
     )
 
-    @api.depends("program_id.geofence_ids")
-    def _compute_preview(self):
-        for rec in self:
-            try:
-                eligible = rec._find_eligible_registrants()
-                rec.preview_count = len(eligible)
-                rec.preview_error = False
-            except Exception as e:
-                rec.preview_count = 0
-                rec.preview_error = str(e)
-
     def _get_combined_geometry(self):
         """Return the union of all geofence geometries for this manager's program.
 
@@ -113,7 +100,7 @@ def _prepare_eligible_domain(self, membership=None):
 
         if self.program_id.target_type == "group":
             domain += [("is_group", "=", True), ("is_registrant", "=", True)]
-        if self.program_id.target_type == "individual":
+        elif self.program_id.target_type == "individual":
             domain += [("is_group", "=", False), ("is_registrant", "=", True)]
 
         return domain
@@ -225,9 +212,9 @@ def mark_import_as_done(self):
 
     def _import_registrants(self, new_beneficiaries, state="draft", do_count=False):
         _logger.info("spp_program_geofence: Importing %s beneficiaries", len(new_beneficiaries))
-        beneficiaries_val = []
-        for beneficiary in new_beneficiaries:
-            beneficiaries_val.append(Command.create({"partner_id": beneficiary.id, "state": state}))
+        beneficiaries_val = [
+            Command.create({"partner_id": b.id, "state": state}) for b in new_beneficiaries
+        ]
         self.program_id.update({"program_membership_ids": beneficiaries_val})
 
         if do_count:
@@ -236,7 +223,13 @@ def _import_registrants(self, new_beneficiaries, state="draft", do_count=False):
 
     def action_preview_eligible(self):
         self.ensure_one()
-        self._compute_preview()
+        try:
+            eligible = self._find_eligible_registrants()
+            self.preview_count = len(eligible)
+            self.preview_error = False
+        except Exception as e:
+            self.preview_count = 0
+            self.preview_error = str(e)
         return {
             "type": "ir.actions.client",
             "tag": "display_notification",

From b31878e8197a0d20b118b0edce35b4ebb55b8ad6 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 16:06:25 +0700
Subject: [PATCH 06/70] feat(spp_program_geofence): add area type filter and
 geofence management UI

- Add fallback_area_type_id field to restrict Tier 2 area fallback to a
  specific administrative level (e.g. District), preventing overly broad
  matches from large provinces or regions
- Add geofence list/form/search views with menu under Area top-level,
  so users can browse and manage geofences independently
- Allow inline geofence creation from the program form
- Add 3 tests for area type filter behavior
---
 spp_program_geofence/__manifest__.py          |   1 +
 .../models/eligibility_manager.py             |   9 ++
 .../tests/test_geofence_eligibility.py        |  71 +++++++++++-
 .../views/eligibility_manager_view.xml        |  30 ++---
 spp_program_geofence/views/geofence_view.xml  | 106 ++++++++++++++++++
 spp_program_geofence/views/program_view.xml   |   8 +-
 6 files changed, 199 insertions(+), 26 deletions(-)
 create mode 100644 spp_program_geofence/views/geofence_view.xml

diff --git a/spp_program_geofence/__manifest__.py b/spp_program_geofence/__manifest__.py
index f419a343..b653255a 100644
--- a/spp_program_geofence/__manifest__.py
+++ b/spp_program_geofence/__manifest__.py
@@ -17,6 +17,7 @@
     ],
     "data": [
         "security/ir.model.access.csv",
+        "views/geofence_view.xml",
         "views/eligibility_manager_view.xml",
         "views/program_view.xml",
     ],
diff --git a/spp_program_geofence/models/eligibility_manager.py b/spp_program_geofence/models/eligibility_manager.py
index 5fc07c26..a790e04b 100644
--- a/spp_program_geofence/models/eligibility_manager.py
+++ b/spp_program_geofence/models/eligibility_manager.py
@@ -45,6 +45,13 @@ class GeofenceMembershipManager(models.Model):
         help="When enabled, registrants whose administrative area intersects the geofence "
         "are included even if their coordinates are not set.",
     )
+    fallback_area_type_id = fields.Many2one(
+        "spp.area.type",
+        string="Fallback Area Type",
+        help="When set, only areas of this type are considered for the area fallback. "
+        "Use this to restrict matching to a specific administrative level (e.g. District) "
+        "and avoid overly broad matches from large provinces or regions.",
+    )
     program_geofence_ids = fields.Many2many(
         "spp.gis.geofence",
         related="program_id.geofence_ids",
@@ -138,6 +145,8 @@ def _find_eligible_registrants(self, membership=None):
         # Tier 2: registrants whose area intersects the geofence
         if self.include_area_fallback:
             area_domain = [("geo_polygon", "gis_intersects", combined_geojson)]
+            if self.fallback_area_type_id:
+                area_domain += [("area_type_id", "=", self.fallback_area_type_id.id)]
             matching_areas = self.env["spp.area"].search(area_domain)
             if matching_areas:
                 tier2_domain = base_domain + [
diff --git a/spp_program_geofence/tests/test_geofence_eligibility.py b/spp_program_geofence/tests/test_geofence_eligibility.py
index 002f7a37..4901a4b9 100644
--- a/spp_program_geofence/tests/test_geofence_eligibility.py
+++ b/spp_program_geofence/tests/test_geofence_eligibility.py
@@ -52,8 +52,11 @@ def setUpClass(cls):
             }
         )
 
-        # -- Area that overlaps the first geofence --
+        # -- Area types --
         cls.area_type = cls.env["spp.area.type"].create({"name": "Test District"})
+        cls.area_type_province = cls.env["spp.area.type"].create({"name": "Test Province"})
+
+        # -- Area that overlaps the first geofence --
         cls.area_inside = cls.env["spp.area"].create(
             {
                 "draft_name": "Area Inside",
@@ -99,6 +102,29 @@ def setUpClass(cls):
             }
         )
 
+        # -- Area (province type) that also overlaps the first geofence --
+        cls.area_province = cls.env["spp.area"].create(
+            {
+                "draft_name": "Province Overlap",
+                "code": "AREA_PROV",
+                "area_type_id": cls.area_type_province.id,
+                "geo_polygon": json.dumps(
+                    {
+                        "type": "Polygon",
+                        "coordinates": [
+                            [
+                                [99, -1],
+                                [102, -1],
+                                [102, 2],
+                                [99, 2],
+                                [99, -1],
+                            ]
+                        ],
+                    }
+                ),
+            }
+        )
+
         # -- Registrants --
         point_inside = json.dumps({"type": "Point", "coordinates": [100.5, 0.5]})
         point_outside = json.dumps({"type": "Point", "coordinates": [50, 50]})
@@ -136,6 +162,14 @@ def setUpClass(cls):
                 "area_id": cls.area_outside.id,
             }
         )
+        cls.reg_in_province = cls.env["res.partner"].create(
+            {
+                "name": "No Coords In Province",
+                "is_registrant": True,
+                "is_group": False,
+                "area_id": cls.area_province.id,
+            }
+        )
         cls.reg_in_geofence2 = cls.env["res.partner"].create(
             {
                 "name": "In Geofence 2",
@@ -238,6 +272,41 @@ def test_tier2_disabled(self):
         # Restore
         self.manager.include_area_fallback = True
 
+    # --- Tier 2: area type filter ---
+
+    def test_tier2_area_type_filter_includes_matching_type(self):
+        """When fallback_area_type_id is set, only areas of that type are matched."""
+        self.manager.fallback_area_type_id = self.area_type
+        eligible = self.manager._find_eligible_registrants()
+        # District area matches, so registrant in district area is eligible
+        self.assertIn(self.reg_no_coords_in_area, eligible)
+        # Province area does NOT match the filter, so registrant in province is excluded
+        self.assertNotIn(self.reg_in_province, eligible)
+        # Restore
+        self.manager.fallback_area_type_id = False
+
+    def test_tier2_area_type_filter_excludes_non_matching(self):
+        """When fallback_area_type_id is set to a type with no matching areas, Tier 2 is empty."""
+        # Set filter to province type; but our geofence is small enough that
+        # the province area also overlaps. The point is that district registrants
+        # should be excluded.
+        self.manager.fallback_area_type_id = self.area_type_province
+        eligible = self.manager._find_eligible_registrants()
+        # Province area overlaps, so province registrant IS eligible
+        self.assertIn(self.reg_in_province, eligible)
+        # District registrant is NOT eligible (wrong area type)
+        self.assertNotIn(self.reg_no_coords_in_area, eligible)
+        # Restore
+        self.manager.fallback_area_type_id = False
+
+    def test_tier2_no_area_type_filter_includes_all(self):
+        """When fallback_area_type_id is not set, all area types are matched."""
+        self.manager.fallback_area_type_id = False
+        eligible = self.manager._find_eligible_registrants()
+        # Both district and province registrants should be eligible
+        self.assertIn(self.reg_no_coords_in_area, eligible)
+        self.assertIn(self.reg_in_province, eligible)
+
     # --- Hybrid union ---
 
     def test_hybrid_no_duplicates(self):
diff --git a/spp_program_geofence/views/eligibility_manager_view.xml b/spp_program_geofence/views/eligibility_manager_view.xml
index bb46add6..fa1e985d 100644
--- a/spp_program_geofence/views/eligibility_manager_view.xml
+++ b/spp_program_geofence/views/eligibility_manager_view.xml
@@ -1,10 +1,7 @@
 <?xml version="1.0" encoding="UTF-8" ?>
 <odoo>
     <!-- Geofence Eligibility Manager Form -->
-    <record
-        id="view_eligibility_manager_geofence_form"
-        model="ir.ui.view"
-    >
+    <record id="view_eligibility_manager_geofence_form" model="ir.ui.view">
         <field name="name">spp.program.membership.manager.geofence.form</field>
         <field name="model">spp.program.membership.manager.geofence</field>
         <field name="arch" type="xml">
@@ -39,13 +36,15 @@
                             widget="boolean_toggle"
                             help="When enabled, registrants without GPS coordinates will be matched by their assigned administrative area if it overlaps the geofence. Disable to require precise GPS coordinates only."
                         />
+                        <field
+                            name="fallback_area_type_id"
+                            invisible="not include_area_fallback"
+                            options="{'no_create': True}"
+                            help="Restrict area fallback to a specific administrative level (e.g. District). Leave empty to match all area types."
+                        />
                     </group>
 
-                    <group
-                        string="Program Geofences"
-                        colspan="4"
-                        col="1"
-                    >
+                    <group string="Program Geofences" colspan="4" col="1">
                         <div class="alert alert-info small py-2" role="alert">
                             <i class="fa fa-info-circle me-2" />
                             This manager checks whether registrants fall within
@@ -79,11 +78,8 @@
                         >
                             <i class="fa fa-map-marker me-2" />
                             <strong>
-                                <field
-                                    name="preview_count"
-                                    class="oe_inline"
-                                />
-                            </strong>
+                            <field name="preview_count" class="oe_inline" />
+                        </strong>
                             registrants match the current geographic scope.
                         </div>
                         <div
@@ -92,11 +88,7 @@
                             invisible="not preview_error"
                         >
                             <i class="fa fa-exclamation-triangle me-2" />
-                            <field
-                                name="preview_error"
-                                nolabel="1"
-                                class="oe_inline"
-                            />
+                            <field name="preview_error" nolabel="1" class="oe_inline" />
                         </div>
                     </group>
                 </sheet>
diff --git a/spp_program_geofence/views/geofence_view.xml b/spp_program_geofence/views/geofence_view.xml
new file mode 100644
index 00000000..a90db22c
--- /dev/null
+++ b/spp_program_geofence/views/geofence_view.xml
@@ -0,0 +1,106 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<odoo>
+    <!-- Geofence List View -->
+    <record id="view_geofence_list" model="ir.ui.view">
+        <field name="name">spp.gis.geofence.list</field>
+        <field name="model">spp.gis.geofence</field>
+        <field name="arch" type="xml">
+            <list>
+                <field name="name" />
+                <field name="geofence_type" />
+                <field name="area_sqkm" string="Area (sq km)" />
+                <field name="tag_ids" widget="many2many_tags" />
+                <field name="created_from" optional="hide" />
+            </list>
+        </field>
+    </record>
+
+    <!-- Geofence Form View -->
+    <record id="view_geofence_form" model="ir.ui.view">
+        <field name="name">spp.gis.geofence.form</field>
+        <field name="model">spp.gis.geofence</field>
+        <field name="arch" type="xml">
+            <form string="Geofence">
+                <sheet>
+                    <div class="oe_title mb24">
+                        <label for="name" string="Name:" />
+                        <h1>
+                            <field name="name" placeholder="Enter geofence name..." />
+                        </h1>
+                    </div>
+                    <group>
+                        <group>
+                            <field name="geofence_type" />
+                            <field name="created_from" readonly="1" />
+                        </group>
+                        <group>
+                            <field
+                                name="area_sqkm"
+                                string="Area (sq km)"
+                                readonly="1"
+                            />
+                            <field
+                                name="uuid"
+                                readonly="1"
+                                groups="base.group_no_one"
+                            />
+                        </group>
+                    </group>
+                    <group>
+                        <field name="tag_ids" widget="many2many_tags" colspan="2" />
+                        <field name="description" colspan="2" />
+                    </group>
+                    <notebook>
+                        <page name="geometry" string="Geometry">
+                            <field name="geometry" nolabel="1" />
+                        </page>
+                    </notebook>
+                </sheet>
+            </form>
+        </field>
+    </record>
+
+    <!-- Geofence Search View -->
+    <record id="view_geofence_search" model="ir.ui.view">
+        <field name="name">spp.gis.geofence.search</field>
+        <field name="model">spp.gis.geofence</field>
+        <field name="arch" type="xml">
+            <search>
+                <field name="name" />
+                <field name="tag_ids" />
+                <filter
+                    name="archived"
+                    string="Archived"
+                    domain="[('active', '=', False)]"
+                />
+                <filter
+                    name="group_type"
+                    string="Type"
+                    context="{'group_by': 'geofence_type'}"
+                />
+                <filter
+                    name="group_created_from"
+                    string="Source"
+                    context="{'group_by': 'created_from'}"
+                />
+            </search>
+        </field>
+    </record>
+
+    <!-- Geofence Action -->
+    <record id="action_geofence_list" model="ir.actions.act_window">
+        <field name="name">Geofences</field>
+        <field name="res_model">spp.gis.geofence</field>
+        <field name="view_mode">list,form</field>
+        <field name="search_view_id" ref="view_geofence_search" />
+    </record>
+
+    <!-- Menu: under Area top-level -->
+    <menuitem
+        id="menu_geofence_list"
+        name="Geofences"
+        action="action_geofence_list"
+        parent="spp_area.area_main_top_menu"
+        sequence="20"
+    />
+</odoo>
diff --git a/spp_program_geofence/views/program_view.xml b/spp_program_geofence/views/program_view.xml
index 15e48ed8..15d4c6ae 100644
--- a/spp_program_geofence/views/program_view.xml
+++ b/spp_program_geofence/views/program_view.xml
@@ -16,11 +16,7 @@
                     name="action_open_geofences"
                     invisible="not geofence_ids"
                 >
-                    <field
-                        name="geofence_count"
-                        widget="statinfo"
-                        string="Geofences"
-                    />
+                    <field name="geofence_count" widget="statinfo" string="Geofences" />
                 </button>
             </xpath>
 
@@ -42,7 +38,7 @@
                     colspan="2"
                     readonly="state == 'ended'"
                 >
-                    <list create="0" delete="1" editable="bottom">
+                    <list delete="1" editable="bottom">
                         <field name="name" readonly="1" />
                         <field name="geofence_type" optional="hide" readonly="1" />
                         <field name="area_sqkm" string="Area (sq km)" readonly="1" />

From 3e0e50f7c0b94a7069206f9d581f80626fe3edcf Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 16:12:46 +0700
Subject: [PATCH 07/70] fix(spp_gis): make MapTiler API key optional with OSM
 tile fallback

When no MapTiler API key is configured, the map widget now falls back
to OpenStreetMap raster tiles instead of failing silently. This makes
the GIS features work out of the box without requiring a third-party
API key. Users who want vector tiles can still configure a MapTiler key.
---
 .../gis_edit_map/field_gis_edit_map.esm.js    | 38 ++++++++++++++++---
 1 file changed, 33 insertions(+), 5 deletions(-)

diff --git a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
index 74e8d3f1..248b1d93 100644
--- a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
+++ b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
@@ -32,7 +32,9 @@ export class FieldGisEditMap extends Component {
         });
 
         onMounted(async () => {
-            maptilersdk.config.apiKey = this.mapTilerKey;
+            if (this.mapTilerKey) {
+                maptilersdk.config.apiKey = this.mapTilerKey;
+            }
             const editInfo = await this.orm.call(
                 this.props.record.resModel,
                 "get_edit_info_for_gis_column",
@@ -67,11 +69,9 @@ export class FieldGisEditMap extends Component {
             if (response.mapTilerKey) {
                 this.mapTilerKey = response.mapTilerKey;
                 this.webBaseUrl = response.webBaseUrl;
-            } else {
-                console.log("Error: Api Key not found.");
             }
         } catch (error) {
-            console.error("Error fetching environment variable:", error);
+            console.warn("Could not fetch MapTiler API key:", error);
         }
     }
 
@@ -86,6 +86,34 @@ export class FieldGisEditMap extends Component {
         }
     }
 
+    _getMapStyle() {
+        if (this.mapTilerKey) {
+            return maptilersdk.MapStyle.STREETS;
+        }
+        // Fallback: OSM raster tiles (no API key required)
+        return {
+            version: 8,
+            sources: {
+                osm: {
+                    type: "raster",
+                    tiles: ["https://tile.openstreetmap.org/{z}/{x}/{y}.png"],
+                    tileSize: 256,
+                    attribution:
+                        '&copy; <a href="https://www.openstreetmap.org/copyright">OpenStreetMap</a> contributors',
+                },
+            },
+            layers: [
+                {
+                    id: "osm-tiles",
+                    type: "raster",
+                    source: "osm",
+                    minzoom: 0,
+                    maxzoom: 19,
+                },
+            ],
+        };
+    }
+
     renderMap() {
         if (this.props.record.data[this.props.name]) {
             const obj = JSON.parse(this.props.record.data[this.props.name]);
@@ -106,7 +134,7 @@ export class FieldGisEditMap extends Component {
 
         this.map = new maptilersdk.Map({
             container: this.id,
-            style: maptilersdk.MapStyle.STREETS,
+            style: this._getMapStyle(),
             center: this.defaultCenter,
             zoom: this.defaultZoom,
         });

From aaf03de11ac525b15909cd6055b0c3c673386773 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 16:32:43 +0700
Subject: [PATCH 08/70] fix(spp_gis): fix map widget bugs, SQL
 parameterization, and OSM fallback

- Fix WebGL context leak: destroy previous map before creating new one
  in renderMap() to prevent accumulating WebGL contexts on onPatched
- Fix draw control stacking: remove previous MapboxDraw control before
  adding a new one in addDrawInteraction()
- Fix removeSourceAndLayer: remove all three layer IDs (polygon, point,
  linestring) instead of the source ID which doesn't match any layer
- Remove console.log debug statements from updateArea and onTrash
- Remove hardcoded laos_farm.png placeholder popup on polygon click
- Fix SQL injection in create_from_geojson: use SQL() with bound
  parameters instead of manual string escaping
- Apply OSM raster tile fallback to gis_renderer (matching edit widget)
- Guard GeocodingControl behind API key check in renderer
- Fix early-return-in-loop in eligibility manager methods with
  ensure_one()
- Log exceptions in preview instead of silently swallowing them
- Use efficient set lookup for beneficiary exclusion
- Use Command.set()/Command.clear() instead of tuple syntax in tests
---
 spp_gis/operators.py                          | 10 ++-
 .../gis/gis_renderer/gis_renderer.esm.js      | 40 +++++++++--
 .../gis_edit_map/field_gis_edit_map.esm.js    | 25 +++----
 .../models/eligibility_manager.py             | 68 +++++++++----------
 .../tests/test_geofence_eligibility.py        | 24 +++----
 5 files changed, 96 insertions(+), 71 deletions(-)

diff --git a/spp_gis/operators.py b/spp_gis/operators.py
index bd7242aa..a6847234 100644
--- a/spp_gis/operators.py
+++ b/spp_gis/operators.py
@@ -263,9 +263,12 @@ def create_from_geojson(self, geojson_dict, srid):
 
         Used for complex geometry types (MultiPolygon, GeometryCollection)
         that cannot be easily constructed from coordinates.
+
+        Returns a SQL object with the GeoJSON string as a bound parameter
+        to avoid SQL injection via string interpolation.
         """
-        geojson_str = json.dumps(geojson_dict).replace("'", "''")
-        return self.st_setsrid(f"ST_GeomFromGeoJSON('{geojson_str}')", srid)
+        geojson_str = json.dumps(geojson_dict)
+        return SQL("ST_SetSRID(ST_GeomFromGeoJSON(%s), %s)", geojson_str, srid)
 
     def validate_coordinates_for_point(self, coordinates):
         """
@@ -505,7 +508,8 @@ def domain_query(self, operator, value):
         if layer_type in ("multipolygon", "geometrycollection"):
             # Complex types use ST_GeomFromGeoJSON directly
             geom = self.create_from_geojson(geojson_val, self.field.srid)
-            return SQL(f"{self.POSTGIS_SPATIAL_RELATION[operation]}({geom}, {self.qualified_field_name})")
+            postgis_fn = self.POSTGIS_SPATIAL_RELATION[operation]
+            return SQL("%s(%s, %s)", SQL(postgis_fn), geom, SQL(self.qualified_field_name))
 
         coordinates = geojson_val["coordinates"]
         return SQL(self.get_postgis_query(operation, coordinates, distance=distance, layer_type=layer_type))
diff --git a/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js b/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js
index 34fbb8f5..13d063f5 100644
--- a/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js
+++ b/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js
@@ -91,7 +91,9 @@ export class GisRenderer extends Component {
         });
 
         onMounted(() => {
-            maptilersdk.config.apiKey = this.mapTilerKey;
+            if (this.mapTilerKey) {
+                maptilersdk.config.apiKey = this.mapTilerKey;
+            }
             this.setupSourceAndLayer();
 
             this.renderMap();
@@ -106,14 +108,11 @@ export class GisRenderer extends Component {
     async getMapTilerKey() {
         try {
             const response = await this.rpc("/get_maptiler_api_key");
-            this.mapTilerKey = response.mapTilerKey;
             if (response.mapTilerKey) {
                 this.mapTilerKey = response.mapTilerKey;
-            } else {
-                console.log("Error: Api Key not found.");
             }
         } catch (error) {
-            console.error("Error fetching environment variable:", error);
+            console.warn("Could not fetch MapTiler API key:", error);
         }
     }
 
@@ -459,11 +458,38 @@ export class GisRenderer extends Component {
 
         this.addMouseInteraction();
 
-        const gc = new maptilersdkMaptilerGeocoder.GeocodingControl({});
-        this.map.addControl(gc, "top-left");
+        if (this.mapTilerKey) {
+            const gc = new maptilersdkMaptilerGeocoder.GeocodingControl({});
+            this.map.addControl(gc, "top-left");
+        }
     }
 
     getMapStyle(layer) {
+        if (!this.mapTilerKey) {
+            // Fallback: OSM raster tiles (no API key required)
+            return {
+                version: 8,
+                sources: {
+                    osm: {
+                        type: "raster",
+                        tiles: ["https://tile.openstreetmap.org/{z}/{x}/{y}.png"],
+                        tileSize: 256,
+                        attribution:
+                            '&copy; <a href="https://www.openstreetmap.org/copyright">OpenStreetMap</a> contributors',
+                    },
+                },
+                layers: [
+                    {
+                        id: "osm-tiles",
+                        type: "raster",
+                        source: "osm",
+                        minzoom: 0,
+                        maxzoom: 19,
+                    },
+                ],
+            };
+        }
+
         let mapStyle = maptilersdk.MapStyle.STREETS;
 
         if (layer) {
diff --git a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
index 248b1d93..aec85649 100644
--- a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
+++ b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
@@ -132,6 +132,10 @@ export class FieldGisEditMap extends Component {
             this.defaultZoom = 10;
         }
 
+        if (this.map) {
+            this.map.remove();
+        }
+
         this.map = new maptilersdk.Map({
             container: this.id,
             style: this._getMapStyle(),
@@ -227,7 +231,9 @@ export class FieldGisEditMap extends Component {
     }
 
     removeSourceAndLayer(source) {
-        this.map.removeLayer(source);
+        this.map.removeLayer(`${source}-polygon-layerid`);
+        this.map.removeLayer(`${source}-point-layerid`);
+        this.map.removeLayer(`${source}-linestring-layerid`);
         this.map.removeSource(source);
     }
 
@@ -241,13 +247,16 @@ export class FieldGisEditMap extends Component {
         const self = this;
 
         function updateArea(e) {
-            console.log(e);
             var data = self.draw.getAll();
             self.props.record.update({
                 [self.props.name]: JSON.stringify(data.features[0].geometry),
             });
         }
 
+        if (this.draw) {
+            this.map.removeControl(this.draw);
+        }
+
         this.draw = new MapboxDraw({
             displayControlsDefault: false,
             controls: {
@@ -274,17 +283,6 @@ export class FieldGisEditMap extends Component {
 
         this.map.on("draw.create", updateArea);
         this.map.on("draw.update", updateArea);
-
-        const url = `/spp_gis/static/src/images/laos_farm.png`;
-
-        this.map.on("click", `${this.sourceId}-polygon-layerid`, (e) => {
-            new maptilersdk.Popup()
-                .setLngLat(e.lngLat)
-                .setHTML(
-                    `<img src="${url}" height="200" width="300" alt="Placeholder Image">`
-                )
-                .addTo(this.map);
-        });
     }
 
     addDrawInteractionStyle() {
@@ -398,7 +396,6 @@ export class FieldGisEditMap extends Component {
         const customMode = {};
         const self = this;
         customMode.onTrash = function (state) {
-            console.log(state);
             self.props.record.update({[self.props.name]: null});
         };
 
diff --git a/spp_program_geofence/models/eligibility_manager.py b/spp_program_geofence/models/eligibility_manager.py
index a790e04b..b0a9be18 100644
--- a/spp_program_geofence/models/eligibility_manager.py
+++ b/spp_program_geofence/models/eligibility_manager.py
@@ -99,7 +99,7 @@ def _prepare_eligible_domain(self, membership=None):
         """
         domain = []
         if membership is not None:
-            ids = membership.mapped("partner_id.id")
+            ids = membership.partner_id.ids
             domain += [("id", "in", ids)]
 
         # Exclude disabled registrants (disabled is a Datetime field)
@@ -159,39 +159,38 @@ def _find_eligible_registrants(self, membership=None):
         return tier1
 
     def enroll_eligible_registrants(self, program_memberships):
-        for rec in self:
-            eligible = rec._find_eligible_registrants(program_memberships)
-            return self.env["spp.program.membership"].search(
-                [
-                    ("partner_id", "in", eligible.ids),
-                    ("program_id", "=", rec.program_id.id),
-                ]
-            )
+        self.ensure_one()
+        eligible = self._find_eligible_registrants(program_memberships)
+        return self.env["spp.program.membership"].search(
+            [
+                ("partner_id", "in", eligible.ids),
+                ("program_id", "=", self.program_id.id),
+            ]
+        )
 
     def verify_cycle_eligibility(self, cycle, membership):
-        for rec in self:
-            eligible = rec._find_eligible_registrants(membership)
-            return self.env["spp.cycle.membership"].search(
-                [
-                    ("partner_id", "in", eligible.ids),
-                    ("cycle_id", "=", cycle.id),
-                ]
-            )
+        self.ensure_one()
+        eligible = self._find_eligible_registrants(membership)
+        return self.env["spp.cycle.membership"].search(
+            [
+                ("partner_id", "in", eligible.ids),
+                ("cycle_id", "=", cycle.id),
+            ]
+        )
 
     def import_eligible_registrants(self, state="draft"):
-        ben_count = 0
-        for rec in self:
-            new_beneficiaries = rec._find_eligible_registrants()
-
-            # Exclude already-enrolled beneficiaries
-            beneficiary_ids = rec.program_id.get_beneficiaries().mapped("partner_id")
-            new_beneficiaries = new_beneficiaries - beneficiary_ids
-
-            ben_count = len(new_beneficiaries)
-            if ben_count < 1000:
-                rec._import_registrants(new_beneficiaries, state=state, do_count=True)
-            else:
-                rec._import_registrants_async(new_beneficiaries, state=state)
+        self.ensure_one()
+        new_beneficiaries = self._find_eligible_registrants()
+
+        # Exclude already-enrolled beneficiaries
+        existing_partner_ids = set(self.program_id.program_membership_ids.partner_id.ids)
+        new_beneficiaries = new_beneficiaries.filtered(lambda r: r.id not in existing_partner_ids)
+
+        ben_count = len(new_beneficiaries)
+        if ben_count < 1000:
+            self._import_registrants(new_beneficiaries, state=state, do_count=True)
+        else:
+            self._import_registrants_async(new_beneficiaries, state=state)
         return ben_count
 
     def _import_registrants_async(self, new_beneficiaries, state="draft"):
@@ -221,9 +220,7 @@ def mark_import_as_done(self):
 
     def _import_registrants(self, new_beneficiaries, state="draft", do_count=False):
         _logger.info("spp_program_geofence: Importing %s beneficiaries", len(new_beneficiaries))
-        beneficiaries_val = [
-            Command.create({"partner_id": b.id, "state": state}) for b in new_beneficiaries
-        ]
+        beneficiaries_val = [Command.create({"partner_id": b.id, "state": state}) for b in new_beneficiaries]
         self.program_id.update({"program_membership_ids": beneficiaries_val})
 
         if do_count:
@@ -236,9 +233,10 @@ def action_preview_eligible(self):
             eligible = self._find_eligible_registrants()
             self.preview_count = len(eligible)
             self.preview_error = False
-        except Exception as e:
+        except Exception:
+            _logger.exception("Geofence eligibility preview failed for manager %s", self.id)
             self.preview_count = 0
-            self.preview_error = str(e)
+            self.preview_error = "Preview failed. Check the server logs for details."
         return {
             "type": "ir.actions.client",
             "tag": "display_notification",
diff --git a/spp_program_geofence/tests/test_geofence_eligibility.py b/spp_program_geofence/tests/test_geofence_eligibility.py
index 4901a4b9..2aea6b92 100644
--- a/spp_program_geofence/tests/test_geofence_eligibility.py
+++ b/spp_program_geofence/tests/test_geofence_eligibility.py
@@ -212,7 +212,7 @@ def setUpClass(cls):
             {
                 "name": "Geofence Test Program",
                 "target_type": "individual",
-                "geofence_ids": [(6, 0, [cls.geofence.id])],
+                "geofence_ids": [Command.set([cls.geofence.id])],
             }
         )
 
@@ -319,22 +319,22 @@ def test_hybrid_no_duplicates(self):
 
     def test_multiple_geofences(self):
         """Registrant in second geofence is eligible."""
-        self.program.geofence_ids = [(6, 0, [self.geofence.id, self.geofence2.id])]
+        self.program.geofence_ids = [Command.set([self.geofence.id, self.geofence2.id])]
         eligible = self.manager._find_eligible_registrants()
         self.assertIn(self.reg_in_geofence2, eligible)
         self.assertIn(self.reg_inside, eligible)
         # Restore
-        self.program.geofence_ids = [(6, 0, [self.geofence.id])]
+        self.program.geofence_ids = [Command.set([self.geofence.id])]
 
     # --- No geofences ---
 
     def test_no_geofences_empty_result(self):
         """Program with no geofences returns no eligible registrants."""
-        self.program.geofence_ids = [(5, 0, 0)]
+        self.program.geofence_ids = [Command.clear()]
         eligible = self.manager._find_eligible_registrants()
         self.assertEqual(len(eligible), 0)
         # Restore
-        self.program.geofence_ids = [(6, 0, [self.geofence.id])]
+        self.program.geofence_ids = [Command.set([self.geofence.id])]
 
     # --- Enrollment pipeline ---
 
@@ -365,7 +365,7 @@ def test_import_eligible_registrants(self):
             {
                 "name": "Import Test Program",
                 "target_type": "individual",
-                "geofence_ids": [(6, 0, [self.geofence.id])],
+                "geofence_ids": [Command.set([self.geofence.id])],
             }
         )
         manager2 = self.env["spp.program.membership.manager.geofence"].create(
@@ -386,7 +386,7 @@ def test_import_excludes_already_enrolled(self):
             {
                 "name": "Dedup Test Program",
                 "target_type": "individual",
-                "geofence_ids": [(6, 0, [self.geofence.id])],
+                "geofence_ids": [Command.set([self.geofence.id])],
             }
         )
         manager3 = self.env["spp.program.membership.manager.geofence"].create(
@@ -431,7 +431,7 @@ def test_target_type_group(self):
 
     def test_multipolygon_geofence(self):
         """Program with multiple non-overlapping geofences uses MultiPolygon via unary_union."""
-        self.program.geofence_ids = [(6, 0, [self.geofence.id, self.geofence2.id])]
+        self.program.geofence_ids = [Command.set([self.geofence.id, self.geofence2.id])]
         eligible = self.manager._find_eligible_registrants()
         # Both registrants from different geofences should be eligible
         self.assertIn(self.reg_inside, eligible)
@@ -439,17 +439,17 @@ def test_multipolygon_geofence(self):
         # Outside registrant should not be
         self.assertNotIn(self.reg_outside, eligible)
         # Restore
-        self.program.geofence_ids = [(6, 0, [self.geofence.id])]
+        self.program.geofence_ids = [Command.set([self.geofence.id])]
 
     # --- Program geofence field ---
 
     def test_program_geofence_count(self):
         """geofence_count is computed correctly."""
         self.assertEqual(self.program.geofence_count, 1)
-        self.program.geofence_ids = [(6, 0, [self.geofence.id, self.geofence2.id])]
+        self.program.geofence_ids = [Command.set([self.geofence.id, self.geofence2.id])]
         self.assertEqual(self.program.geofence_count, 2)
         # Restore
-        self.program.geofence_ids = [(6, 0, [self.geofence.id])]
+        self.program.geofence_ids = [Command.set([self.geofence.id])]
 
 
 @tagged("post_install", "-at_install")
@@ -497,7 +497,7 @@ def setUpClass(cls):
             {
                 "name": "Officer Test Program",
                 "target_type": "individual",
-                "geofence_ids": [(6, 0, [cls.geofence.id])],
+                "geofence_ids": [Command.set([cls.geofence.id])],
             }
         )
 

From 2b9d4b5aac4a2b75c5471768b5e33e4f4a8a26b1 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 21:29:28 +0700
Subject: [PATCH 09/70] fix(spp_gis): treat default placeholder API key as
 unconfigured

The default system parameter value "YOUR_MAPTILER_API_KEY_HERE" was
being returned as a valid key, causing 403 errors from MapTiler instead
of falling back to OSM tiles.
---
 spp_gis/controllers/main.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/spp_gis/controllers/main.py b/spp_gis/controllers/main.py
index acc51b69..dd092461 100644
--- a/spp_gis/controllers/main.py
+++ b/spp_gis/controllers/main.py
@@ -7,6 +7,9 @@ class MainController(http.Controller):
     def get_maptiler_api_key(self):
         # nosemgrep: odoo-sudo-without-context
         map_tiler_api_key = request.env["ir.config_parameter"].sudo().get_param("spp_gis.map_tiler_api_key")
+        # Treat the default placeholder as "not configured"
+        if map_tiler_api_key == "YOUR_MAPTILER_API_KEY_HERE":
+            map_tiler_api_key = False
         # nosemgrep: odoo-sudo-without-context
         web_base_url = request.env["ir.config_parameter"].sudo().get_param("web.base.url")
         return {"mapTilerKey": map_tiler_api_key, "webBaseUrl": web_base_url}

From 64b4aeab095a64e807b42844757a9b2f2adb7719 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 21:32:12 +0700
Subject: [PATCH 10/70] fix(spp_gis): skip MapTiler raster style override when
 no API key

renderMap() was overriding the OSM fallback style with a MapTiler
style reference when defaultRaster was set, even without an API key.
Guard the raster style override behind mapTilerKey check.
---
 .../static/src/js/views/gis/gis_renderer/gis_renderer.esm.js    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js b/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js
index 13d063f5..d63ea27c 100644
--- a/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js
+++ b/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js
@@ -415,7 +415,7 @@ export class GisRenderer extends Component {
 
         let defaultMapStyle = this.getMapStyle();
 
-        if (this.defaultRaster) {
+        if (this.mapTilerKey && this.defaultRaster) {
             if (this.defaultRaster.raster_style.includes("-")) {
                 const rasterStyleArray = this.defaultRaster.raster_style
                     .toUpperCase()

From fdd4ab0855be35039ea4ee3dfff2776fc58612d6 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 21:38:31 +0700
Subject: [PATCH 11/70] fix(spp_program_geofence): add GIS view for geofence
 model and fix menu order

The GeoPolygonField edit widget requires a GIS view (ir.ui.view with
type=gis) with data and raster layers to render the map. Without it,
opening a geofence form raised "No GIS view defined".

Also moved the Geofences menu item to sequence 200 so it appears last
in the Area menu.
---
 spp_program_geofence/views/geofence_view.xml | 39 +++++++++++++++++++-
 1 file changed, 37 insertions(+), 2 deletions(-)

diff --git a/spp_program_geofence/views/geofence_view.xml b/spp_program_geofence/views/geofence_view.xml
index a90db22c..dc952348 100644
--- a/spp_program_geofence/views/geofence_view.xml
+++ b/spp_program_geofence/views/geofence_view.xml
@@ -87,6 +87,41 @@
         </field>
     </record>
 
+    <!-- Geofence GIS View (required by GeoPolygonField edit widget) -->
+    <record id="view_geofence_gis" model="ir.ui.view">
+        <field name="name">spp.gis.geofence.gis</field>
+        <field eval="16" name="priority" />
+        <field name="model">spp.gis.geofence</field>
+        <field name="arch" type="xml">
+            <gis editable="1">
+                <field name="id" />
+                <field name="name" select="1" />
+                <field name="display_name" />
+                <field name="geometry" />
+            </gis>
+        </field>
+    </record>
+
+    <record id="gis_vector_layer_geofence" model="spp.gis.data.layer">
+        <field
+            name="geo_field_id"
+            ref="spp_gis.field_spp_gis_geofence__geometry"
+        />
+        <field name="name">Geofence Polygons</field>
+        <field eval="1" name="sequence" />
+        <field name="view_id" ref="view_geofence_gis" />
+        <field name="geo_repr">basic</field>
+        <field name="active_on_startup" eval="True" />
+        <field name="layer_opacity">0.8</field>
+        <field name="begin_color">#FF680A</field>
+    </record>
+
+    <record id="gis_raster_layer_geofence" model="spp.gis.raster.layer">
+        <field name="raster_type">osm</field>
+        <field name="name">Default</field>
+        <field name="view_id" ref="view_geofence_gis" />
+    </record>
+
     <!-- Geofence Action -->
     <record id="action_geofence_list" model="ir.actions.act_window">
         <field name="name">Geofences</field>
@@ -95,12 +130,12 @@
         <field name="search_view_id" ref="view_geofence_search" />
     </record>
 
-    <!-- Menu: under Area top-level -->
+    <!-- Menu: last item under Area top-level -->
     <menuitem
         id="menu_geofence_list"
         name="Geofences"
         action="action_geofence_list"
         parent="spp_area.area_main_top_menu"
-        sequence="20"
+        sequence="200"
     />
 </odoo>

From 88dc6d2105a7105249a2a6db5e23bad30a416acd Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 22:10:20 +0700
Subject: [PATCH 12/70] fix(spp_gis): null draw control before destroying map
 on re-render

When renderMap() destroys the old map, the MapboxDraw control's
internal map reference becomes null. Later, addDrawInteraction()
tried to removeControl(this.draw) from the new map, but the draw
control called this.map.off() on its now-null internal reference.

Fix: set this.draw = null before map.remove() so addDrawInteraction
skips the removeControl call for stale controls.
---
 .../static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js | 1 +
 1 file changed, 1 insertion(+)

diff --git a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
index aec85649..8cf3d32e 100644
--- a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
+++ b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
@@ -133,6 +133,7 @@ export class FieldGisEditMap extends Component {
         }
 
         if (this.map) {
+            this.draw = null;
             this.map.remove();
         }
 

From ff70475a36a5b5fd85cba72846e5196acd0a0b3d Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 22:20:45 +0700
Subject: [PATCH 13/70] feat: move geofences to Configuration tab and add to
 program wizard

Move the Geographic Scope card from Overview to Configuration tab,
matching the card-based UI pattern. Add geofence_ids field to the
program creation wizard so geofences can be set during initial setup.
---
 spp_program_geofence/__init__.py              |  1 +
 spp_program_geofence/__manifest__.py          |  1 +
 spp_program_geofence/views/program_view.xml   | 82 +++++++++++++------
 spp_program_geofence/wizard/__init__.py       |  2 +
 .../wizard/create_program_wizard.py           | 18 ++++
 .../wizard/create_program_wizard.xml          | 25 ++++++
 6 files changed, 104 insertions(+), 25 deletions(-)
 create mode 100644 spp_program_geofence/wizard/__init__.py
 create mode 100644 spp_program_geofence/wizard/create_program_wizard.py
 create mode 100644 spp_program_geofence/wizard/create_program_wizard.xml

diff --git a/spp_program_geofence/__init__.py b/spp_program_geofence/__init__.py
index d3361032..0450a0c8 100644
--- a/spp_program_geofence/__init__.py
+++ b/spp_program_geofence/__init__.py
@@ -1,2 +1,3 @@
 # Part of OpenSPP. See LICENSE file for full copyright and licensing details.
 from . import models
+from . import wizard
diff --git a/spp_program_geofence/__manifest__.py b/spp_program_geofence/__manifest__.py
index b653255a..f678ea81 100644
--- a/spp_program_geofence/__manifest__.py
+++ b/spp_program_geofence/__manifest__.py
@@ -20,6 +20,7 @@
         "views/geofence_view.xml",
         "views/eligibility_manager_view.xml",
         "views/program_view.xml",
+        "wizard/create_program_wizard.xml",
     ],
     "application": False,
     "installable": True,
diff --git a/spp_program_geofence/views/program_view.xml b/spp_program_geofence/views/program_view.xml
index 15d4c6ae..bcb7e99a 100644
--- a/spp_program_geofence/views/program_view.xml
+++ b/spp_program_geofence/views/program_view.xml
@@ -1,11 +1,11 @@
 <?xml version="1.0" encoding="UTF-8" ?>
 <odoo>
-    <!-- Extend Program Form: add geofences to Overview tab -->
+    <!-- Extend Program Form: add geofences to Configuration tab -->
     <record id="view_program_form_geofence" model="ir.ui.view">
         <field name="name">spp.program.form.geofence</field>
         <field name="model">spp.program</field>
-        <field name="inherit_id" ref="spp_programs.view_program_list_form" />
-        <field name="priority">99</field>
+        <field name="inherit_id" ref="spp_programs.view_program_form_config_cards" />
+        <field name="priority">101</field>
         <field name="arch" type="xml">
             <!-- Add stat button for geofence count -->
             <xpath expr="//div[hasclass('oe_button_box')]" position="inside">
@@ -20,30 +20,62 @@
                 </button>
             </xpath>
 
-            <!-- Add geofences to Overview tab -->
+            <!-- Add Geographic Scope card before the Eligibility section -->
             <xpath
-                expr="//group[@name='additional_overview_section']"
-                position="attributes"
+                expr="//page[@name='configuration']//div[hasclass('card')][1]"
+                position="before"
             >
-                <attribute name="invisible">0</attribute>
-            </xpath>
-            <xpath
-                expr="//group[@name='additional_overview_section']"
-                position="inside"
-            >
-                <separator string="Geographic Scope" colspan="2" />
-                <field
-                    name="geofence_ids"
-                    nolabel="1"
-                    colspan="2"
-                    readonly="state == 'ended'"
-                >
-                    <list delete="1" editable="bottom">
-                        <field name="name" readonly="1" />
-                        <field name="geofence_type" optional="hide" readonly="1" />
-                        <field name="area_sqkm" string="Area (sq km)" readonly="1" />
-                    </list>
-                </field>
+                <div class="card mb-3 shadow-sm">
+                    <div
+                        class="card-header d-flex justify-content-between align-items-center py-2 bg-info-subtle"
+                    >
+                        <div class="d-flex align-items-center">
+                            <i
+                                class="fa fa-map-marker fa-lg me-3 text-info"
+                                title="Geographic Scope"
+                            />
+                            <div>
+                                <h5 class="mb-0">Geographic Scope</h5>
+                                <small
+                                    class="text-muted"
+                                >Define where this program operates</small>
+                            </div>
+                        </div>
+                        <div class="d-flex align-items-center gap-2">
+                            <span
+                                class="badge rounded-pill bg-success"
+                                invisible="not geofence_ids"
+                            >
+                                <i class="fa fa-check me-1" />
+                                <field
+                                name="geofence_count"
+                                class="d-inline"
+                            /> geofence(s)
+                            </span>
+                        </div>
+                    </div>
+                    <div class="card-body py-3">
+                        <field
+                            name="geofence_ids"
+                            nolabel="1"
+                            readonly="state == 'ended'"
+                        >
+                            <list editable="bottom">
+                                <field name="name" readonly="1" />
+                                <field
+                                    name="geofence_type"
+                                    optional="hide"
+                                    readonly="1"
+                                />
+                                <field
+                                    name="area_sqkm"
+                                    string="Area (sq km)"
+                                    readonly="1"
+                                />
+                            </list>
+                        </field>
+                    </div>
+                </div>
             </xpath>
         </field>
     </record>
diff --git a/spp_program_geofence/wizard/__init__.py b/spp_program_geofence/wizard/__init__.py
new file mode 100644
index 00000000..d35ad02c
--- /dev/null
+++ b/spp_program_geofence/wizard/__init__.py
@@ -0,0 +1,2 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from . import create_program_wizard
diff --git a/spp_program_geofence/wizard/create_program_wizard.py b/spp_program_geofence/wizard/create_program_wizard.py
new file mode 100644
index 00000000..09dff1ee
--- /dev/null
+++ b/spp_program_geofence/wizard/create_program_wizard.py
@@ -0,0 +1,18 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from odoo import Command, fields, models
+
+
+class SPPCreateNewProgramWizGeofence(models.TransientModel):
+    _inherit = "spp.program.create.wizard"
+
+    geofence_ids = fields.Many2many(
+        "spp.gis.geofence",
+        string="Geofences",
+        help="Define the geographic scope for this program.",
+    )
+
+    def get_program_vals(self):
+        vals = super().get_program_vals()
+        if self.geofence_ids:
+            vals["geofence_ids"] = [Command.set(self.geofence_ids.ids)]
+        return vals
diff --git a/spp_program_geofence/wizard/create_program_wizard.xml b/spp_program_geofence/wizard/create_program_wizard.xml
new file mode 100644
index 00000000..6e1732f9
--- /dev/null
+++ b/spp_program_geofence/wizard/create_program_wizard.xml
@@ -0,0 +1,25 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<odoo>
+    <!-- Add geofences to the program creation wizard (step 1) -->
+    <record id="create_program_wizard_form_view_geofence" model="ir.ui.view">
+        <field name="name">Create Program Wizard - Geofence</field>
+        <field name="model">spp.program.create.wizard</field>
+        <field name="priority">15</field>
+        <field name="inherit_id" ref="spp_programs.create_program_wizard_form_view" />
+        <field name="arch" type="xml">
+            <xpath expr="//group[@name='quick_options_section']" position="before">
+                <group name="geofence_section">
+                    <group colspan="2">
+                        <field
+                            name="geofence_ids"
+                            widget="many2many_tags"
+                            string="Geofences"
+                            placeholder="Select geofences..."
+                            options="{'no_create': True, 'no_create_edit': True}"
+                        />
+                    </group>
+                </group>
+            </xpath>
+        </field>
+    </record>
+</odoo>

From d9476c61e7b8eba97935bfb72e1d3d7c4fa7c49f Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 23:23:39 +0700
Subject: [PATCH 14/70] fix: load existing geometry into MapboxDraw for
 interactive editing

Existing geometry was added as a static map source/layer, making it
non-interactive: shapes couldn't be clicked, selected, or edited.
Now geometry is loaded into the MapboxDraw control via draw.add(),
enabling click-to-select, vertex editing, and trash deletion.
Also handles draw.delete event to clear the field value.
---
 .../gis_edit_map/field_gis_edit_map.esm.js    | 42 ++++++++++++++-----
 1 file changed, 32 insertions(+), 10 deletions(-)

diff --git a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
index 8cf3d32e..cceac942 100644
--- a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
+++ b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
@@ -51,14 +51,12 @@ export class FieldGisEditMap extends Component {
             });
 
             this.renderMap();
-            this.onLoadMap();
             this.addDrawInteraction();
         });
 
         onPatched(() => {
             this.defaultZoom = this.map.getZoom();
             this.renderMap();
-            this.onLoadMap();
             this.addDrawInteraction();
         });
     }
@@ -239,19 +237,24 @@ export class FieldGisEditMap extends Component {
     }
 
     onUIChange() {
-        this.removeSourceAndLayer(this.sourceId);
-        this.onLoadMap();
         this.addDrawInteraction();
     }
 
     addDrawInteraction() {
         const self = this;
+        const hasData = Boolean(this.props.record.data[this.props.name]);
 
         function updateArea(e) {
             var data = self.draw.getAll();
-            self.props.record.update({
-                [self.props.name]: JSON.stringify(data.features[0].geometry),
-            });
+            if (data.features.length > 0) {
+                self.props.record.update({
+                    [self.props.name]: JSON.stringify(data.features[0].geometry),
+                });
+            }
+        }
+
+        function deleteArea(e) {
+            self.props.record.update({[self.props.name]: null});
         }
 
         if (this.draw) {
@@ -261,11 +264,11 @@ export class FieldGisEditMap extends Component {
         this.draw = new MapboxDraw({
             displayControlsDefault: false,
             controls: {
-                [this.drawControl]: !this.props.record.data[this.props.name],
-                trash: Boolean(this.props.record.data[this.props.name]),
+                [this.drawControl]: !hasData,
+                trash: hasData,
             },
             styles: this.addDrawInteractionStyle(),
-            defaultMode: "custom_mode",
+            defaultMode: hasData ? "simple_select" : "custom_mode",
             modes: Object.assign(
                 {
                     custom_mode: this.addDrawCustomModes(),
@@ -282,8 +285,27 @@ export class FieldGisEditMap extends Component {
             elem.classList.add("maplibregl-ctrl", "maplibregl-ctrl-group");
         });
 
+        // Load existing geometry into MapboxDraw so it's interactive
+        // (clickable, editable, deletable) instead of a static layer
+        if (hasData) {
+            const loadExisting = () => {
+                const geom = JSON.parse(this.props.record.data[this.props.name]);
+                this.draw.add({
+                    type: "Feature",
+                    geometry: geom,
+                    properties: {},
+                });
+            };
+            if (this.map.loaded()) {
+                loadExisting();
+            } else {
+                this.map.on("load", loadExisting);
+            }
+        }
+
         this.map.on("draw.create", updateArea);
         this.map.on("draw.update", updateArea);
+        this.map.on("draw.delete", deleteArea);
     }
 
     addDrawInteractionStyle() {

From 6bdb806ff995f372b4e0c8ca100ee3117e30d74d Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 23:38:08 +0700
Subject: [PATCH 15/70] fix(spp_gis): use dedicated geofence tag model instead
 of spp.vocabulary

The tag_ids field on spp.gis.geofence was pointing to spp.vocabulary,
which is a generic vocabulary model containing all tag categories
(Country, Currency, etc.). Replace with a dedicated spp.gis.geofence.tag
model so the tags dropdown only shows geofence-specific tags.
---
 spp_gis/__manifest__.py              |  2 +-
 spp_gis/models/geofence.py           | 14 +++++++++++++-
 spp_gis/security/ir.model.access.csv |  3 +++
 spp_gis/tests/test_geofence.py       | 16 +++++-----------
 4 files changed, 22 insertions(+), 13 deletions(-)

diff --git a/spp_gis/__manifest__.py b/spp_gis/__manifest__.py
index f22d35a8..70d38288 100644
--- a/spp_gis/__manifest__.py
+++ b/spp_gis/__manifest__.py
@@ -11,7 +11,7 @@
     "license": "LGPL-3",
     "development_status": "Production/Stable",
     "maintainers": ["jeremi", "gonzalesedwin1123", "reichie020212"],
-    "depends": ["base", "web", "contacts", "spp_security", "spp_area", "spp_vocabulary", "spp_registry"],
+    "depends": ["base", "web", "contacts", "spp_security", "spp_area", "spp_registry"],
     "external_dependencies": {"python": ["shapely", "pyproj", "geojson"]},
     "data": [
         "data/res_config_data.xml",
diff --git a/spp_gis/models/geofence.py b/spp_gis/models/geofence.py
index a54f0f2c..7dc2cf78 100644
--- a/spp_gis/models/geofence.py
+++ b/spp_gis/models/geofence.py
@@ -15,6 +15,18 @@
 _logger = logging.getLogger(__name__)
 
 
+class GisGeofenceTag(models.Model):
+    """Tags for classifying geofences."""
+
+    _name = "spp.gis.geofence.tag"
+    _description = "Geofence Tag"
+    _order = "name"
+
+    name = fields.Char(required=True, translate=True)
+    color = fields.Integer(string="Color Index")
+    active = fields.Boolean(default=True)
+
+
 class GisGeofence(models.Model):
     """Saved Geographic Areas of Interest.
 
@@ -63,7 +75,7 @@ class GisGeofence(models.Model):
 
     # Tags for flexible classification
     tag_ids = fields.Many2many(
-        "spp.vocabulary",
+        "spp.gis.geofence.tag",
         "spp_gis_geofence_tag_rel",
         "geofence_id",
         "tag_id",
diff --git a/spp_gis/security/ir.model.access.csv b/spp_gis/security/ir.model.access.csv
index 16070167..a17c06fd 100644
--- a/spp_gis/security/ir.model.access.csv
+++ b/spp_gis/security/ir.model.access.csv
@@ -6,6 +6,9 @@ access_spp_raster_layer_admin,Raster Layer Admin,spp_gis.model_spp_gis_raster_la
 access_spp_raster_layer_type_admin,Raster Layer Type Admin,spp_gis.model_spp_gis_raster_layer_type,spp_security.group_spp_admin,1,1,1,1
 access_spp_data_layer_read,Data Layer Read,spp_gis.model_spp_gis_data_layer,spp_registry.group_registry_read,1,0,0,0
 access_spp_raster_layer_read,Raster Layer Read,spp_gis.model_spp_gis_raster_layer,spp_registry.group_registry_read,1,0,0,0
+access_spp_gis_geofence_tag_admin,Geofence Tag Admin,spp_gis.model_spp_gis_geofence_tag,spp_security.group_spp_admin,1,1,1,1
+access_spp_gis_geofence_tag_manager,Geofence Tag Manager,spp_gis.model_spp_gis_geofence_tag,spp_registry.group_registry_manager,1,1,1,0
+access_spp_gis_geofence_tag_read,Geofence Tag Read,spp_gis.model_spp_gis_geofence_tag,spp_registry.group_registry_read,1,0,0,0
 access_spp_gis_geofence_admin,Geofence Admin,spp_gis.model_spp_gis_geofence,spp_security.group_spp_admin,1,1,1,1
 access_spp_gis_geofence_manager,Geofence Manager,spp_gis.model_spp_gis_geofence,spp_registry.group_registry_manager,1,1,1,1
 access_spp_gis_geofence_officer,Geofence Officer,spp_gis.model_spp_gis_geofence,spp_registry.group_registry_officer,1,1,1,0
diff --git a/spp_gis/tests/test_geofence.py b/spp_gis/tests/test_geofence.py
index 6d3412a1..15347849 100644
--- a/spp_gis/tests/test_geofence.py
+++ b/spp_gis/tests/test_geofence.py
@@ -61,18 +61,12 @@ def setUpClass(cls):
             ],
         }
 
-        # Create test vocabulary for tags
-        cls.tag1 = cls.env["spp.vocabulary"].search(
-            [("namespace_uri", "=", "urn:openspp:concept:geofence_tag_1")],
-            limit=1,
+        # Create test tag for geofences
+        cls.tag1 = cls.env["spp.gis.geofence.tag"].create(
+            {
+                "name": "Test Tag 1",
+            }
         )
-        if not cls.tag1:
-            cls.tag1 = cls.env["spp.vocabulary"].create(
-                {
-                    "name": "Test Tag 1",
-                    "namespace_uri": "urn:openspp:concept:geofence_tag_1",
-                }
-            )
 
     def test_create_geofence_basic(self):
         """Test creating a basic geofence."""

From a843165b62f5b195ee8a5e517683dc511a5f91c4 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Fri, 6 Mar 2026 23:56:32 +0700
Subject: [PATCH 16/70] fix: code review cleanup from /simplify

- Remove dead methods from field_gis_edit_map (onLoadMap, addSourceAndLayer,
  addSource, addLayer, removeSourceAndLayer) no longer called after draw
  refactor
- Fix event listener stacking in addDrawInteraction: store handler refs
  and remove previous listeners before adding new ones, preventing
  duplicate record.update() calls when onUIChange() is called
- Fix disabled registrant filter: use ("disabled", "=", False) for
  consistency with DefaultEligibilityManager
---
 .../gis_edit_map/field_gis_edit_map.esm.js    | 112 ++++--------------
 .../models/eligibility_manager.py             |   4 +-
 2 files changed, 23 insertions(+), 93 deletions(-)

diff --git a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
index cceac942..b1031c4c 100644
--- a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
+++ b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
@@ -73,17 +73,6 @@ export class FieldGisEditMap extends Component {
         }
     }
 
-    onLoadMap() {
-        if (this.props.record.data[this.props.name]) {
-            this.map.on("load", async () => {
-                this.addSourceAndLayer(
-                    this.sourceId,
-                    this.props.record.data[this.props.name]
-                );
-            });
-        }
-    }
-
     _getMapStyle() {
         if (this.mapTilerKey) {
             return maptilersdk.MapStyle.STREETS;
@@ -169,73 +158,6 @@ export class FieldGisEditMap extends Component {
         return null;
     }
 
-    addSourceAndLayer(sourceId, jsonString) {
-        if (!this.map.getSource(sourceId)) {
-            this.addSource(sourceId, jsonString);
-            this.addLayer(sourceId);
-        }
-    }
-
-    addSource(sourceId, jsonString) {
-        const obj = JSON.parse(jsonString);
-        const centroid = turf.centroid(obj);
-
-        this.map.addSource(sourceId, {
-            type: "geojson",
-            data: obj,
-        });
-        this.map.setCenter(centroid.geometry.coordinates);
-
-        this.source = this.map.getSource(sourceId);
-    }
-
-    addLayer(sourceId) {
-        // Polygon
-        this.map.addLayer({
-            id: `${sourceId}-polygon-layerid`,
-            type: "fill",
-            source: sourceId,
-            filter: ["all", ["==", "$type", "Polygon"], ["!=", "mode", "static"]],
-            layout: {},
-            paint: {
-                "fill-color": "#98b",
-                "fill-opacity": 0.8,
-            },
-        });
-
-        // Point
-        this.map.addLayer({
-            id: `${sourceId}-point-layerid`,
-            type: "circle",
-            source: sourceId,
-            filter: ["all", ["==", "$type", "Point"], ["!=", "mode", "static"]],
-            layout: {},
-            paint: {
-                "circle-color": "#FF680A",
-            },
-        });
-
-        // Linestring
-        this.map.addLayer({
-            id: `${sourceId}-linestring-layerid`,
-            type: "line",
-            source: sourceId,
-            filter: ["all", ["==", "$type", "LineString"], ["!=", "mode", "static"]],
-            layout: {},
-            paint: {
-                "line-color": "#e11",
-                "line-width": 4,
-            },
-        });
-    }
-
-    removeSourceAndLayer(source) {
-        this.map.removeLayer(`${source}-polygon-layerid`);
-        this.map.removeLayer(`${source}-point-layerid`);
-        this.map.removeLayer(`${source}-linestring-layerid`);
-        this.map.removeSource(source);
-    }
-
     onUIChange() {
         this.addDrawInteraction();
     }
@@ -244,18 +166,26 @@ export class FieldGisEditMap extends Component {
         const self = this;
         const hasData = Boolean(this.props.record.data[this.props.name]);
 
-        function updateArea(e) {
-            var data = self.draw.getAll();
-            if (data.features.length > 0) {
-                self.props.record.update({
-                    [self.props.name]: JSON.stringify(data.features[0].geometry),
-                });
-            }
+        // Remove previous event listeners to prevent stacking on onUIChange() calls
+        if (this._drawHandlers) {
+            this.map.off("draw.create", this._drawHandlers.update);
+            this.map.off("draw.update", this._drawHandlers.update);
+            this.map.off("draw.delete", this._drawHandlers.delete);
         }
 
-        function deleteArea(e) {
-            self.props.record.update({[self.props.name]: null});
-        }
+        this._drawHandlers = {
+            update(e) {
+                var data = self.draw.getAll();
+                if (data.features.length > 0) {
+                    self.props.record.update({
+                        [self.props.name]: JSON.stringify(data.features[0].geometry),
+                    });
+                }
+            },
+            delete(e) {
+                self.props.record.update({[self.props.name]: null});
+            },
+        };
 
         if (this.draw) {
             this.map.removeControl(this.draw);
@@ -303,9 +233,9 @@ export class FieldGisEditMap extends Component {
             }
         }
 
-        this.map.on("draw.create", updateArea);
-        this.map.on("draw.update", updateArea);
-        this.map.on("draw.delete", deleteArea);
+        this.map.on("draw.create", this._drawHandlers.update);
+        this.map.on("draw.update", this._drawHandlers.update);
+        this.map.on("draw.delete", this._drawHandlers.delete);
     }
 
     addDrawInteractionStyle() {
diff --git a/spp_program_geofence/models/eligibility_manager.py b/spp_program_geofence/models/eligibility_manager.py
index b0a9be18..ba52225b 100644
--- a/spp_program_geofence/models/eligibility_manager.py
+++ b/spp_program_geofence/models/eligibility_manager.py
@@ -102,8 +102,8 @@ def _prepare_eligible_domain(self, membership=None):
             ids = membership.partner_id.ids
             domain += [("id", "in", ids)]
 
-        # Exclude disabled registrants (disabled is a Datetime field)
-        domain += [("disabled", "=", None)]
+        # Exclude disabled registrants
+        domain += [("disabled", "=", False)]
 
         if self.program_id.target_type == "group":
             domain += [("is_group", "=", True), ("is_registrant", "=", True)]

From a102886fe4dac51dd6b90b60150121885800d919 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Thu, 12 Mar 2026 14:22:13 +0700
Subject: [PATCH 17/70] Review GIS operator buffer change

---
 .agents/skills/openspp-ui/SKILL.md            | 114 ++++++++
 AGENTS.md                                     | 250 ++++++++++++++++++
 spp_gis/operators.py                          |   9 +-
 spp_gis/tests/test_geo_fields.py              |  45 ++++
 .../security/ir.model.access.csv              |   4 +
 spp_program_geofence/views/geofence_view.xml  |   1 +
 6 files changed, 422 insertions(+), 1 deletion(-)
 create mode 100644 .agents/skills/openspp-ui/SKILL.md
 create mode 100644 AGENTS.md

diff --git a/.agents/skills/openspp-ui/SKILL.md b/.agents/skills/openspp-ui/SKILL.md
new file mode 100644
index 00000000..f765fbf8
--- /dev/null
+++ b/.agents/skills/openspp-ui/SKILL.md
@@ -0,0 +1,114 @@
+---
+name: openspp-ui
+description:
+  OpenSPP UI design patterns for Odoo 19 views. Use when creating or modifying forms, lists, kanban, dashboards, or
+  search views in spp_* modules.
+---
+
+# OpenSPP UI Design
+
+Enforce consistent UI for OpenSPP's social protection platform on Odoo 19.
+
+## Design Personality
+
+OpenSPP serves **government agencies and NGOs**. The UI must convey:
+
+- **Trust** - Government-grade reliability, no flashy effects
+- **Clarity** - Dense but organized, scannable information
+- **Accessibility** - Works for field officers on varying devices
+- **Efficiency** - Power users need speed, not hand-holding
+
+## Before Creating a View
+
+**Ask: What's the user's task?**
+
+| Task Type       | Layout                 | Key Features                        |
+| --------------- | ---------------------- | ----------------------------------- |
+| Data Entry      | Multi-column, editable | Inline lists, minimal readonly      |
+| Review/Approval | Status prominent       | Ribbons, history tab, readonly feel |
+| Dashboard       | KPI cards              | Clickable stats, visual counts      |
+| Configuration   | Grouped settings       | Heavy help text, toggles            |
+
+## State & Color Vocabulary
+
+Use consistently across all modules:
+
+| State     | List Decoration      | Badge Class         | Icon         |
+| --------- | -------------------- | ------------------- | ------------ |
+| Draft     | `decoration-muted`   | `text-bg-secondary` | `fa-pencil`  |
+| Pending   | `decoration-warning` | `text-bg-warning`   | `fa-clock-o` |
+| Approved  | `decoration-success` | `text-bg-success`   | `fa-check`   |
+| Rejected  | `decoration-danger`  | `text-bg-danger`    | `fa-times`   |
+| Cancelled | `decoration-muted`   | `text-bg-secondary` | `fa-ban`     |
+
+## Standard Form Structure
+
+```xml
+<form>
+    <header>
+        <button name="action_submit" string="Submit" type="object"
+                class="btn-primary" invisible="state != 'draft'"/>
+        <field name="state" widget="statusbar"
+               statusbar_visible="draft,pending,approved"/>
+    </header>
+    <sheet>
+        <widget name="web_ribbon" title="Approved"
+                invisible="state != 'approved'" bg_color="text-bg-success"/>
+        <div class="oe_button_box" name="button_box"/>
+        <div class="oe_title">
+            <h1><field name="name" placeholder="Name"/></h1>
+        </div>
+        <group col="2">
+            <group name="left_section">...</group>
+            <group name="right_section">...</group>
+        </group>
+        <notebook>
+            <page name="details" string="Details">...</page>
+        </notebook>
+    </sheet>
+    <chatter/>
+</form>
+```
+
+**Key rules:**
+
+- Header: only buttons + statusbar
+- Sheet: ribbon → button_box → title → groups → notebook
+- Always name your groups for extensibility
+
+## Anti-Patterns
+
+### Odoo 19 Gotchas
+
+```xml
+<!-- WRONG --> <xpath expr="//div[@class='oe_title']" ...>
+<!-- RIGHT --> <xpath expr="//div[hasclass('oe_title')]" ...>
+
+<!-- WRONG --> <group string="Group By">  <!-- in search view -->
+<!-- RIGHT --> <group>
+```
+
+```python
+# WRONG: Tuple syntax
+partner.write({'child_ids': [(0, 0, {'name': 'New'})]})
+
+# RIGHT: Command API
+from odoo import Command
+partner.write({'child_ids': [Command.create({'name': 'New'})]})
+```
+
+### OpenSPP Mistakes
+
+- Editable fields in `<header>` → use tabs
+- Positional XPath `//page[1]` → use named elements
+- Forms without named groups → breaks inheritance
+
+## Detailed Patterns
+
+For comprehensive guidelines, see [UI Design Principles](docs/principles/ui-design.md):
+
+- Multi-column layouts
+- Extension points and XPath targets
+- Widget selection guide
+- Dashboard KPI patterns
+- Search and list view patterns
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 00000000..a275bfa1
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,250 @@
+# OpenSPP Development Guidelines
+
+Social protection platform built on Odoo 19. ~90 modules (`spp_*`).
+
+## Principles (MUST read before changes)
+
+All principles are in `docs/principles/`:
+
+- [naming-conventions.md](docs/principles/naming-conventions.md) - Module, model, field, security group naming
+- [access-rights.md](docs/principles/access-rights.md) - Three-tier security architecture
+- [module-architecture.md](docs/principles/module-architecture.md) - Module organization and extension patterns
+- [module-visibility.md](docs/principles/module-visibility.md) - application, auto_install, and category settings
+- [api-design.md](docs/principles/api-design.md) - External identifiers, never expose DB IDs
+- [performance-scalability.md](docs/principles/performance-scalability.md) - Batch processing with queue_job
+- [testing.md](docs/principles/testing.md) - Coverage targets (85%+ for core)
+- [approval-workflows.md](docs/principles/approval-workflows.md) - State machines and mixins
+- [error-handling.md](docs/principles/error-handling.md) - Exceptions, logging, no PII in logs
+- [audit-compliance.md](docs/principles/audit-compliance.md) - Audit trails, data integrity
+- [ui-design.md](docs/principles/ui-design.md) - Form layouts, tabs, multi-column patterns
+- [pretty-urls.md](docs/principles/pretty-urls.md) - User-friendly URL paths for actions
+- [odoo19-compatibility.md](docs/principles/odoo19-compatibility.md) - Odoo 19 gotchas (constraints, views, Command API)
+- [consent-data-sharing.md](docs/principles/consent-data-sharing.md) - Consent management, notice boundaries, data
+  sharing
+- [module-descriptions.md](docs/principles/module-descriptions.md) - Writing readme/DESCRIPTION.md files for modules
+
+## Architecture
+
+- [ADRs](docs/architecture/decisions/) - Architecture Decision Records
+
+### Layered Architecture (Dependencies flow downward)
+
+```
+Layer 3: COUNTRY/DOMAIN EXTENSIONS (spp_4ps_*, spp_farmer_*)
+    ↓
+Layer 2: CAPABILITIES (spp_programs, spp_entitlement_*, spp_change_request_v2)
+    ↓
+Layer 1: FOUNDATION (spp_registry, spp_security, spp_area)
+```
+
+### Extension Patterns
+
+- **Inherit and Extend**: `_inherit = "res.partner"` + add fields
+- **Hook Methods**: `_pre_enrollment_hook()`, `_post_enrollment_hook()`
+- **Never expose DB IDs** in APIs - use `spp.reg.id` external identifiers
+
+## Quick Checklist
+
+When auditing or modifying a module:
+
+- [ ] Naming follows `spp_*` / `spp.*` conventions
+- [ ] `application` and `auto_install` set correctly per [module-visibility](docs/principles/module-visibility.md)
+- [ ] `ir.model.access.csv` exists and complete
+- [ ] No `print()` - use `_logger`
+- [ ] No bare `except:` clauses
+- [ ] No `cr.commit()` in loops - use `queue_job`
+- [ ] No PII in log messages
+- [ ] Tests exist for core functionality
+
+## Bug Fixing Approach
+
+When fixing issues: first write a failing test that reproduces the bug, then fix it. Fix problems at the source (e.g.,
+correct XML/ACL definitions) rather than working around them in tests or code. If a root fix isn't possible, document
+why and propose alternatives.
+
+## Known Pitfalls (from recurring issues)
+
+### Access Rights (Most Common Error)
+
+- **Always check `ir.model.access.csv`** before declaring a module complete
+- When tests fail with `AccessError`, fix the ACL, don't bypass with `sudo()`
+- Tests must run with appropriate user context (officer, manager), not just admin
+- After security changes, **always re-run affected tests** - they often break
+- Related models need ACLs too (e.g., if `spp.program` has ACL, `spp.program.membership` likely needs one)
+
+### Demo Data
+
+- Demo data must create **complete, consistent records** - check all required relations
+- Approval states must match approval records (e.g., `approval_state='pending'` requires pending review records)
+- Use `with_context(tracking_disable=True)` when creating demo data to avoid sending notifications
+- Test demo data generation with dedicated tests that verify all expected records exist
+
+### Views and XML
+
+- XPath must use `hasclass('classname')` not `@class='classname'` (Odoo 19)
+- Always use `Command.create()` not `(0, 0, {...})` tuples for relational writes
+- When updating views, verify the correct view is being displayed (not cached old version)
+- Search views: check `<filter>` and `<group>` syntax against Odoo 19 docs
+
+### Tests
+
+- **NEVER remove or weaken existing tests** without explicit approval
+- After subagent implementations, verify: "Can you confirm no tests were removed or weakened?"
+- When fixing security, tests often need user context updates - fix tests, don't skip them
+- If tests cannot run due to install issues, fix the install, don't mark tests as skipped
+
+### State Machines and Approvals
+
+- `spp.approval.mixin` records must have consistent state:
+  - `approval_state='pending'` → must have pending `spp.approval.review` records
+  - `approval_state='approved'` → all reviews must be approved
+- When creating test data for approval flows, create the full approval chain
+
+### Self-Improvement
+
+- After every correction or mistake, propose an update to this Known Pitfalls section
+- After every PR, consider whether patterns or pitfalls were discovered that should be documented here
+
+## Running OpenSPP Locally
+
+**Quick Start** (Docker Compose with UI):
+
+```bash
+# Launch Odoo UI for development
+docker compose --profile ui up -d
+
+# Access at: http://localhost:8069 (admin/admin)
+
+# Stop when done
+docker compose --profile ui down
+```
+
+**With specific demo modules:**
+
+```bash
+# MIS Demo (full demo)
+ODOO_INIT_MODULES=spp_mis_demo_v2 docker compose --profile ui up -d
+
+# DRIMS Demo
+ODOO_INIT_MODULES=spp_drims_sl_demo docker compose --profile ui up -d
+
+# Base modules only
+ODOO_INIT_MODULES=spp_base docker compose --profile ui up -d
+```
+
+**Clean restart:**
+
+```bash
+# Stop and remove volumes (fresh database)
+docker compose --profile ui down -v
+```
+
+## Running Tests
+
+**Recommended** (using the `spp` CLI, Docker-based, isolated):
+
+```bash
+./spp test <module_name>
+# or short form:
+./spp t <module_name>
+```
+
+This creates an isolated test environment and cleans up automatically. Supports parallel runs across multiple clones.
+
+**Alternative** (direct script):
+
+```bash
+./scripts/test_single_module.sh <module_name>
+```
+
+## Linting and Compliance
+
+**Using `spp` CLI** (preferred):
+
+```bash
+./spp lint                           # Lint changed files
+```
+
+**Pre-commit hooks** (run automatically, or manually):
+
+```bash
+pre-commit run ruff --files <changed_files>
+pre-commit run ruff-format --files <changed_files>
+pre-commit run prettier --files <changed_files>
+```
+
+**Security/Access Rights Audit**:
+
+```bash
+./.Codex/scripts/audit-security.sh          # Audit all modules
+./.Codex/scripts/audit-security.sh spp_api  # Audit single module
+./.Codex/scripts/fix-security.sh spp_api    # Auto-fix security issues (review changes!)
+./.Codex/scripts/fix-security.sh --mechanical-only spp_api  # Only mechanical fixes (no AI)
+```
+
+**Module Audit** (requires cursor-agent):
+
+```bash
+./.Codex/scripts/audit-modules.sh           # Check module structure and compliance
+./.Codex/scripts/audit-modules.sh spp_api   # Audit single module
+./.Codex/scripts/audit-modules.sh --fix     # Auto-fix simple issues
+```
+
+**Lint Fixes**:
+
+```bash
+./.Codex/scripts/fix-lint.sh spp_api        # Run linters + AI-assisted fixes
+./.Codex/scripts/fix-lint.sh --lint-only spp_api  # Run linters only, no AI
+```
+
+When linters suggest fixes, verify the suggestion is correct before applying. Some automated fixes may:
+
+- Use wrong syntax for Odoo 19
+- Remove intentional patterns
+- Break existing functionality
+
+## Verification Workflow
+
+Before marking any task complete:
+
+1. **Run tests**: `./spp t <module>`
+2. **Run linters**: `pre-commit run --files <changed_files>`
+3. **Run security audit** (if security changed): `./.Codex/scripts/audit-security.sh <module>`
+4. **Verify no tests were removed**: `/verify-tests` or compare test count before/after
+5. **Check demo data** (if modified): Verify records are created correctly
+6. **Test in UI** (for UX changes): Confirm the correct view is displayed
+
+## Custom Commands
+
+Available slash commands in `.Codex/commands/`:
+
+| Command          | Purpose                                                        |
+| ---------------- | -------------------------------------------------------------- |
+| `/commit`        | Create conventional commit (feat/fix/chore/docs/refactor/test) |
+| `/implement`     | Full TDD workflow with subagents and expert review             |
+| `/expert-review` | Parallel code review from multiple perspectives                |
+| `/pr`            | Create GitHub PR with OpenProject linking                      |
+| `/op-task`       | Implement OpenProject task end-to-end                          |
+| `/verify-tests`  | Check test integrity after changes (catch removed tests)       |
+| `/analyze`       | Deep analysis mode - understand before implementing            |
+
+### When to Use Each
+
+- **Starting work**: Enter Plan mode (shift+tab twice) for brainstorming
+- **Implementing**: `/implement` for full TDD workflow
+- **After subagent work**: `/verify-tests` to catch removed tests
+- **Debugging**: `/analyze` for structured error/code analysis
+- **Before commit**: `/commit` for conventional commit format
+- **Creating PR**: `/pr` with OpenProject linking
+
+## Subagents
+
+Available agents in `.Codex/agents/`:
+
+| Agent              | Model  | Use For                                |
+| ------------------ | ------ | -------------------------------------- |
+| `@odoo-developer`  | sonnet | Core implementation work               |
+| `@code-reviewer`   | opus   | Security, naming, Odoo 19 compliance   |
+| `@ux-expert`       | opus   | UI/UX patterns and form layouts        |
+| `@code-simplifier` | sonnet | Reduce complexity, improve readability |
+| `@verify-module`   | sonnet | Test module installation and tests     |
diff --git a/spp_gis/operators.py b/spp_gis/operators.py
index a6847234..03a1c7b7 100644
--- a/spp_gis/operators.py
+++ b/spp_gis/operators.py
@@ -509,7 +509,14 @@ def domain_query(self, operator, value):
             # Complex types use ST_GeomFromGeoJSON directly
             geom = self.create_from_geojson(geojson_val, self.field.srid)
             postgis_fn = self.POSTGIS_SPATIAL_RELATION[operation]
-            return SQL("%s(%s, %s)", SQL(postgis_fn), geom, SQL(self.qualified_field_name))
+            right = SQL(self.qualified_field_name)
+            if distance:
+                left = geom
+                if self.field.srid == 4326:
+                    left = SQL("ST_Transform(%s, %s)", geom, 3857)
+                    right = SQL("ST_Transform(%s, %s)", right, 3857)
+                return SQL("%s(ST_Buffer(%s, %s), %s)", SQL(postgis_fn), left, distance, right)
+            return SQL("%s(%s, %s)", SQL(postgis_fn), geom, right)
 
         coordinates = geojson_val["coordinates"]
         return SQL(self.get_postgis_query(operation, coordinates, distance=distance, layer_type=layer_type))
diff --git a/spp_gis/tests/test_geo_fields.py b/spp_gis/tests/test_geo_fields.py
index 8579a26e..e0072b67 100644
--- a/spp_gis/tests/test_geo_fields.py
+++ b/spp_gis/tests/test_geo_fields.py
@@ -362,6 +362,51 @@ def test_geometrycollection_domain_query(self):
         self.assertIn("ST_GeomFromGeoJSON", sql_string)
         self.assertIn("GeometryCollection", sql_string)
 
+    def test_multipolygon_distance_uses_buffer(self):
+        """Distance operand on MultiPolygon uses ST_Buffer path."""
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field)
+
+        geojson = {
+            "type": "MultiPolygon",
+            "coordinates": [
+                [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]],
+            ],
+        }
+
+        result = operator.domain_query("gis_intersects", (geojson, 1000))
+        sql_string = str(result)
+
+        self.assertIn("ST_Intersects", sql_string)
+        self.assertIn("ST_Buffer", sql_string)
+        self.assertIn("ST_Transform", sql_string)
+
+    def test_geometrycollection_distance_uses_buffer(self):
+        """Distance operand on GeometryCollection uses ST_Buffer path."""
+        from odoo.addons.spp_gis.operators import Operator
+
+        field = self._make_field()
+        operator = Operator(field)
+
+        geojson = {
+            "type": "GeometryCollection",
+            "geometries": [
+                {
+                    "type": "Polygon",
+                    "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]],
+                }
+            ],
+        }
+
+        result = operator.domain_query("gis_intersects", (geojson, 500))
+        sql_string = str(result)
+
+        self.assertIn("ST_Intersects", sql_string)
+        self.assertIn("ST_Buffer", sql_string)
+        self.assertIn("ST_Transform", sql_string)
+
     def test_multipolygon_from_shapely(self):
         """domain_query accepts a shapely MultiPolygon object."""
         from shapely.geometry import MultiPolygon, Polygon
diff --git a/spp_program_geofence/security/ir.model.access.csv b/spp_program_geofence/security/ir.model.access.csv
index e60345ed..a14632c9 100644
--- a/spp_program_geofence/security/ir.model.access.csv
+++ b/spp_program_geofence/security/ir.model.access.csv
@@ -3,3 +3,7 @@ access_spp_program_membership_manager_geofence_admin,Geofence Eligibility Admin,
 access_spp_program_membership_manager_geofence_manager,Geofence Eligibility Manager,model_spp_program_membership_manager_geofence,spp_programs.group_programs_manager,1,1,1,0
 access_spp_program_membership_manager_geofence_officer,Geofence Eligibility Officer,model_spp_program_membership_manager_geofence,spp_programs.group_programs_officer,1,1,1,0
 access_spp_program_membership_manager_geofence_viewer,Geofence Eligibility Viewer,model_spp_program_membership_manager_geofence,spp_programs.group_programs_viewer,1,0,0,0
+access_spp_gis_geofence_programs_viewer,spp.gis.geofence programs viewer,spp_gis.model_spp_gis_geofence,spp_programs.group_programs_viewer,1,0,0,0
+access_spp_gis_geofence_programs_validator,spp.gis.geofence programs validator,spp_gis.model_spp_gis_geofence,spp_programs.group_programs_validator,1,0,0,0
+access_spp_gis_geofence_tag_programs_viewer,spp.gis.geofence.tag programs viewer,spp_gis.model_spp_gis_geofence_tag,spp_programs.group_programs_viewer,1,0,0,0
+access_spp_gis_geofence_tag_programs_validator,spp.gis.geofence.tag programs validator,spp_gis.model_spp_gis_geofence_tag,spp_programs.group_programs_validator,1,0,0,0
diff --git a/spp_program_geofence/views/geofence_view.xml b/spp_program_geofence/views/geofence_view.xml
index dc952348..0f5b448a 100644
--- a/spp_program_geofence/views/geofence_view.xml
+++ b/spp_program_geofence/views/geofence_view.xml
@@ -137,5 +137,6 @@
         action="action_geofence_list"
         parent="spp_area.area_main_top_menu"
         sequence="200"
+        groups="spp_security.group_spp_admin,spp_registry.group_registry_read,spp_programs.group_programs_viewer,spp_programs.group_programs_validator"
     />
 </odoo>

From 27368e90acc2704a2dfcd36199b895e9754e1c35 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Thu, 12 Mar 2026 14:29:19 +0700
Subject: [PATCH 18/70] fix: address gemini review feedback for draw handler
 and import constants

---
 .../widgets/gis_edit_map/field_gis_edit_map.esm.js | 14 +++++++++++---
 spp_program_geofence/models/eligibility_manager.py |  8 +++++---
 2 files changed, 16 insertions(+), 6 deletions(-)

diff --git a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
index b1031c4c..af107e1f 100644
--- a/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
+++ b/spp_gis/static/src/js/widgets/gis_edit_map/field_gis_edit_map.esm.js
@@ -175,10 +175,18 @@ export class FieldGisEditMap extends Component {
 
         this._drawHandlers = {
             update(e) {
-                var data = self.draw.getAll();
-                if (data.features.length > 0) {
+                const eventFeature = e?.features?.[0];
+                if (eventFeature?.geometry) {
                     self.props.record.update({
-                        [self.props.name]: JSON.stringify(data.features[0].geometry),
+                        [self.props.name]: JSON.stringify(eventFeature.geometry),
+                    });
+                    return;
+                }
+
+                const allFeatures = self.draw.getAll()?.features || [];
+                if (allFeatures.length > 0 && allFeatures[0].geometry) {
+                    self.props.record.update({
+                        [self.props.name]: JSON.stringify(allFeatures[0].geometry),
                     });
                 }
             },
diff --git a/spp_program_geofence/models/eligibility_manager.py b/spp_program_geofence/models/eligibility_manager.py
index ba52225b..3b12b1df 100644
--- a/spp_program_geofence/models/eligibility_manager.py
+++ b/spp_program_geofence/models/eligibility_manager.py
@@ -38,6 +38,8 @@ class GeofenceMembershipManager(models.Model):
     _name = "spp.program.membership.manager.geofence"
     _inherit = ["spp.program.membership.manager", "spp.manager.source.mixin"]
     _description = "Geofence Eligibility Manager"
+    ASYNC_IMPORT_THRESHOLD = 1000
+    IMPORT_CHUNK_SIZE = 10000
 
     include_area_fallback = fields.Boolean(
         default=True,
@@ -187,7 +189,7 @@ def import_eligible_registrants(self, state="draft"):
         new_beneficiaries = new_beneficiaries.filtered(lambda r: r.id not in existing_partner_ids)
 
         ben_count = len(new_beneficiaries)
-        if ben_count < 1000:
+        if ben_count < self.ASYNC_IMPORT_THRESHOLD:
             self._import_registrants(new_beneficiaries, state=state, do_count=True)
         else:
             self._import_registrants_async(new_beneficiaries, state=state)
@@ -200,10 +202,10 @@ def _import_registrants_async(self, new_beneficiaries, state="draft"):
         program.write({"is_locked": True, "locked_reason": "Importing beneficiaries"})
 
         jobs = []
-        for i in range(0, len(new_beneficiaries), 10000):
+        for i in range(0, len(new_beneficiaries), self.IMPORT_CHUNK_SIZE):
             jobs.append(
                 self.delayable(channel="root_program.eligibility_manager")._import_registrants(
-                    new_beneficiaries[i : i + 10000], state
+                    new_beneficiaries[i : i + self.IMPORT_CHUNK_SIZE], state
                 )
             )
         main_job = group(*jobs)

From 8e773021e2f69657d28685bd37461d97acb36d60 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Thu, 12 Mar 2026 15:05:05 +0700
Subject: [PATCH 19/70] fix(spp_mis_demo_v2): ensure HH debug GIS layer for MIS
 demo

---
 spp_mis_demo_v2/models/indicator_providers.py | 97 +++++++++++++++++++
 spp_mis_demo_v2/models/mis_demo_generator.py  | 17 +++-
 spp_mis_demo_v2/tests/__init__.py             |  1 +
 spp_mis_demo_v2/tests/test_gis_debug_layer.py | 51 ++++++++++
 4 files changed, 165 insertions(+), 1 deletion(-)
 create mode 100644 spp_mis_demo_v2/tests/test_gis_debug_layer.py

diff --git a/spp_mis_demo_v2/models/indicator_providers.py b/spp_mis_demo_v2/models/indicator_providers.py
index e06a6b2d..da0804fb 100644
--- a/spp_mis_demo_v2/models/indicator_providers.py
+++ b/spp_mis_demo_v2/models/indicator_providers.py
@@ -34,6 +34,14 @@
 
 _logger = logging.getLogger(__name__)
 
+DEBUG_HH_POINTS_LAYER_NAME = "HH Points (Debug)"
+DEBUG_HH_POINTS_LAYER_DOMAIN = (
+    "[('is_registrant', '=', True), "
+    "('is_group', '=', True), "
+    "('coordinates', '!=', False), "
+    "('active', '=', True)]"
+)
+
 # Standard variables from spp_studio to activate (module.xml_id format)
 STANDARD_VARIABLES = [
     # Demographics (computed)
@@ -128,6 +136,93 @@ def _activate_variables(env, xml_ids, source_name):
     return activated, skipped, errors
 
 
+def _find_debug_layer_view(env):
+    """Find the most useful GIS view for debug household points."""
+    view_model = env["ir.ui.view"]
+
+    # Prefer geofence map when available (best fit for geofence query debugging)
+    geofence_view = view_model.search(
+        [
+            ("model", "=", "spp.gis.geofence"),
+            ("type", "=", "gis"),
+        ],
+        limit=1,
+    )
+    if geofence_view:
+        return geofence_view
+
+    # Fallback to the standard area map
+    return view_model.search(
+        [
+            ("model", "=", "spp.area"),
+            ("type", "=", "gis"),
+        ],
+        limit=1,
+    )
+
+
+def _ensure_household_points_debug_layer(env):
+    """Create/update the HH points debug GIS layer (hidden on startup)."""
+    coordinates_field = env["ir.model.fields"].search(
+        [
+            ("model", "=", "res.partner"),
+            ("name", "=", "coordinates"),
+        ],
+        limit=1,
+    )
+    if not coordinates_field:
+        _logger.info(
+            "[spp.mis.demo] Skipping HH debug layer: res.partner.coordinates not available"
+        )
+        return False
+
+    view = _find_debug_layer_view(env)
+    if not view:
+        _logger.info(
+            "[spp.mis.demo] Skipping HH debug layer: no GIS view found for geofence/area"
+        )
+        return False
+
+    layer_model = env["spp.gis.data.layer"]
+    layer = layer_model.search(
+        [
+            ("name", "=", DEBUG_HH_POINTS_LAYER_NAME),
+            ("geo_field_id", "=", coordinates_field.id),
+            ("view_id", "=", view.id),
+        ],
+        limit=1,
+    )
+
+    vals = {
+        "name": DEBUG_HH_POINTS_LAYER_NAME,
+        "geo_field_id": coordinates_field.id,
+        "view_id": view.id,
+        "geo_repr": "basic",
+        "active_on_startup": False,
+        "layer_opacity": 0.9,
+        "begin_color": "#0057B8",
+        "sequence": 25,
+        "domain": DEBUG_HH_POINTS_LAYER_DOMAIN,
+    }
+
+    if layer:
+        layer.write(vals)
+        _logger.info(
+            "[spp.mis.demo] Updated HH debug layer '%s' on view %s",
+            layer.name,
+            view.display_name,
+        )
+        return layer
+
+    layer = layer_model.create(vals)
+    _logger.info(
+        "[spp.mis.demo] Created HH debug layer '%s' on view %s",
+        layer.name,
+        view.display_name,
+    )
+    return layer
+
+
 def post_init_hook(env_or_cr, registry=None):
     """Post-initialization hook for demo module.
 
@@ -162,3 +257,5 @@ def post_init_hook(env_or_cr, registry=None):
         total_skipped,
         total_errors,
     )
+
+    _ensure_household_points_debug_layer(env)
diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index 317c3172..7a144116 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -561,7 +561,10 @@ def action_generate(self):
                 _logger.info("Generating GPS coordinates for registrants...")
                 self._generate_coordinates(stats)
 
-            # Step 12: Refresh GIS reports so map data is available immediately
+            # Step 12: Ensure debug GIS layers are present (idempotent)
+            self._ensure_debug_gis_layers(stats)
+
+            # Step 13: Refresh GIS reports so map data is available immediately
             self._refresh_gis_reports(stats)
 
             # Step 13: Create PRISM API client with known credentials
@@ -577,6 +580,18 @@ def action_generate(self):
             self.state = "draft"
             raise UserError(_("Error generating demo data: %s") % e) from e
 
+    def _ensure_debug_gis_layers(self, stats):
+        """Ensure optional debug GIS layers exist after demo generation."""
+        try:
+            from .indicator_providers import _ensure_household_points_debug_layer
+
+            layer = _ensure_household_points_debug_layer(self.env)
+            stats["debug_hh_points_layer_ready"] = bool(layer)
+        except Exception as e:
+            # Debug layer should never block demo generation.
+            _logger.warning("Could not ensure debug GIS layers: %s", e)
+            stats["debug_hh_points_layer_ready"] = False
+
     def _ensure_demo_stories_exist(self, stats):
         """Check if demo story registrants exist and create them if not."""
         try:
diff --git a/spp_mis_demo_v2/tests/__init__.py b/spp_mis_demo_v2/tests/__init__.py
index 44ca7fb5..ae53b18d 100644
--- a/spp_mis_demo_v2/tests/__init__.py
+++ b/spp_mis_demo_v2/tests/__init__.py
@@ -6,6 +6,7 @@
 from . import test_claim169_demo
 from . import test_demo_programs
 from . import test_formula_configuration
+from . import test_gis_debug_layer
 from . import test_mis_demo_generator
 from . import test_registry_variables
 from . import test_demo_statistics
diff --git a/spp_mis_demo_v2/tests/test_gis_debug_layer.py b/spp_mis_demo_v2/tests/test_gis_debug_layer.py
new file mode 100644
index 00000000..6d04ffba
--- /dev/null
+++ b/spp_mis_demo_v2/tests/test_gis_debug_layer.py
@@ -0,0 +1,51 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Tests for MIS demo household-points debug GIS layer."""
+
+from odoo.tests import TransactionCase, tagged
+
+from odoo.addons.spp_mis_demo_v2.models.indicator_providers import (
+    DEBUG_HH_POINTS_LAYER_DOMAIN,
+    DEBUG_HH_POINTS_LAYER_NAME,
+    _ensure_household_points_debug_layer,
+)
+
+
+@tagged("post_install", "-at_install")
+class TestGISDebugLayer(TransactionCase):
+    """Validate HH points debug layer creation and defaults."""
+
+    def test_household_points_debug_layer_exists_and_disabled_on_startup(self):
+        """Post-init should provide HH points debug layer in a safe default state."""
+        layer = self.env["spp.gis.data.layer"].search(
+            [("name", "=", DEBUG_HH_POINTS_LAYER_NAME)],
+            limit=1,
+        )
+        self.assertTrue(layer, "Expected HH points debug layer to be created")
+        self.assertEqual(layer.geo_field_id.model, "res.partner")
+        self.assertEqual(layer.geo_field_id.name, "coordinates")
+        self.assertFalse(layer.active_on_startup, "Debug layer must be disabled by default")
+        self.assertEqual(layer.domain, DEBUG_HH_POINTS_LAYER_DOMAIN)
+
+    def test_household_points_debug_layer_setup_is_idempotent(self):
+        """Running helper repeatedly should update existing layer, not duplicate it."""
+        layer_model = self.env["spp.gis.data.layer"]
+        before_count = layer_model.search_count([("name", "=", DEBUG_HH_POINTS_LAYER_NAME)])
+
+        _ensure_household_points_debug_layer(self.env)
+
+        after_count = layer_model.search_count([("name", "=", DEBUG_HH_POINTS_LAYER_NAME)])
+        self.assertEqual(before_count, after_count)
+
+    def test_generator_reensures_household_points_debug_layer(self):
+        """Generator flow should re-ensure debug layer for --generate workflows."""
+        layer_model = self.env["spp.gis.data.layer"]
+        layer_model.search([("name", "=", DEBUG_HH_POINTS_LAYER_NAME)]).unlink()
+
+        generator = self.env["spp.mis.demo.generator"].create({"name": "GIS Debug Layer Ensure"})
+        stats = {}
+        generator._ensure_debug_gis_layers(stats)
+
+        layer = layer_model.search([("name", "=", DEBUG_HH_POINTS_LAYER_NAME)], limit=1)
+        self.assertTrue(layer)
+        self.assertFalse(layer.active_on_startup)
+        self.assertTrue(stats.get("debug_hh_points_layer_ready"))

From ef0009c6a09768d2ea16f33e3a57af41def54ee9 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sat, 14 Mar 2026 15:47:11 +0700
Subject: [PATCH 20/70] feat(spp_api_v2_gis): add OGC Processes model, schemas,
 and registry

Add foundational components for OGC API - Processes (Part 1: Core):
- spp.gis.process.job model for async job tracking with job_worker
- Pydantic schemas for process list, description, execution, status
- ProcessRegistry service with dynamic indicator enum from spp.indicator
- Cron job for cleanup of stale/expired process jobs
- ACL entries for the new model
---
 spp_api_v2_gis/__manifest__.py              |   6 +-
 spp_api_v2_gis/data/cron_job_cleanup.xml    |  12 +
 spp_api_v2_gis/models/__init__.py           |   1 +
 spp_api_v2_gis/models/process_job.py        | 229 +++++++++++++++++
 spp_api_v2_gis/schemas/processes.py         | 150 +++++++++++
 spp_api_v2_gis/security/ir.model.access.csv |   1 +
 spp_api_v2_gis/services/__init__.py         |  10 +-
 spp_api_v2_gis/services/process_registry.py | 265 ++++++++++++++++++++
 8 files changed, 663 insertions(+), 11 deletions(-)
 create mode 100644 spp_api_v2_gis/data/cron_job_cleanup.xml
 create mode 100644 spp_api_v2_gis/models/process_job.py
 create mode 100644 spp_api_v2_gis/schemas/processes.py
 create mode 100644 spp_api_v2_gis/services/process_registry.py

diff --git a/spp_api_v2_gis/__manifest__.py b/spp_api_v2_gis/__manifest__.py
index ffdc88ba..a263e988 100644
--- a/spp_api_v2_gis/__manifest__.py
+++ b/spp_api_v2_gis/__manifest__.py
@@ -16,11 +16,13 @@
         "spp_area",
         "spp_hazard",
         "spp_vocabulary",
-        "spp_statistic",
-        "spp_aggregation",
+        "spp_indicator",
+        "spp_analytics",
+        "job_worker",
     ],
     "data": [
         "security/ir.model.access.csv",
+        "data/cron_job_cleanup.xml",
     ],
     "assets": {},
     "demo": [],
diff --git a/spp_api_v2_gis/data/cron_job_cleanup.xml b/spp_api_v2_gis/data/cron_job_cleanup.xml
new file mode 100644
index 00000000..b33999d1
--- /dev/null
+++ b/spp_api_v2_gis/data/cron_job_cleanup.xml
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="utf-8" ?>
+<odoo noupdate="1">
+    <record id="ir_cron_gis_job_cleanup" model="ir.cron">
+        <field name="name">GIS: Process Job Cleanup</field>
+        <field name="model_id" ref="model_spp_gis_process_job" />
+        <field name="state">code</field>
+        <field name="code">model.cron_cleanup_jobs()</field>
+        <field name="interval_number">1</field>
+        <field name="interval_type">days</field>
+        <field name="active">True</field>
+    </record>
+</odoo>
diff --git a/spp_api_v2_gis/models/__init__.py b/spp_api_v2_gis/models/__init__.py
index d54fa7da..e796ade3 100644
--- a/spp_api_v2_gis/models/__init__.py
+++ b/spp_api_v2_gis/models/__init__.py
@@ -2,3 +2,4 @@
 from . import api_client_scope
 from . import fastapi_endpoint
 from . import geofence
+from . import process_job
diff --git a/spp_api_v2_gis/models/process_job.py b/spp_api_v2_gis/models/process_job.py
new file mode 100644
index 00000000..3ad5e788
--- /dev/null
+++ b/spp_api_v2_gis/models/process_job.py
@@ -0,0 +1,229 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+
+import logging
+
+from odoo import _, api, fields, models
+from odoo.exceptions import UserError
+
+_logger = logging.getLogger(__name__)
+
+
+class GisProcessJob(models.Model):
+    _name = "spp.gis.process.job"
+    _description = "OGC Process Job"
+    _order = "create_date desc"
+
+    job_id = fields.Char(
+        required=True,
+        index=True,
+        help="UUID external identifier for the job (OGC jobID)",
+    )
+    process_id = fields.Char(
+        required=True,
+        index=True,
+        help="Process identifier (e.g., 'spatial-statistics')",
+    )
+    status = fields.Selection(
+        selection=[
+            ("accepted", "Accepted"),
+            ("running", "Running"),
+            ("successful", "Successful"),
+            ("failed", "Failed"),
+            ("dismissed", "Dismissed"),
+        ],
+        default="accepted",
+        required=True,
+        index=True,
+    )
+    client_id = fields.Many2one(
+        comodel_name="spp.api.client",
+        index=True,
+        help="API client that submitted the job",
+    )
+    message = fields.Text(help="Human-readable status message")
+    progress = fields.Integer(default=0, help="Job progress percentage (0-100)")
+    inputs = fields.Json(help="Serialized execute request inputs")
+    results = fields.Json(help="Serialized process output")
+    started_at = fields.Datetime(help="Timestamp when job execution started")
+    finished_at = fields.Datetime(help="Timestamp when job execution finished")
+    job_uuid = fields.Char(
+        index=True,
+        help="Job worker UUID for tracking the background job",
+    )
+
+    def dismiss(self):
+        """Dismiss a job.
+
+        For accepted jobs: sets status to dismissed and records finished_at.
+        For running jobs: raises a UserError (cannot dismiss running jobs).
+        For terminal jobs (successful/failed/dismissed): deletes the record.
+        """
+        self.ensure_one()
+        if self.status == "accepted":
+            self.write(
+                {
+                    "status": "dismissed",
+                    "finished_at": fields.Datetime.now(),
+                }
+            )
+        elif self.status == "running":
+            raise UserError(
+                _(
+                    "Cannot dismiss a running job. Wait for it to finish or check back later."
+                )
+            )
+        else:
+            # Terminal statuses: successful, failed, dismissed
+            self.unlink()
+
+    def execute_process(self):
+        """Execute the process for this job.
+
+        This method is called by the job worker. It runs the appropriate
+        SpatialQueryService method based on process_id, stores the results,
+        and updates the job status accordingly.
+        """
+        self.ensure_one()
+
+        self.write(
+            {
+                "status": "running",
+                "started_at": fields.Datetime.now(),
+            }
+        )
+
+        try:
+            # Lazy import to avoid circular imports
+            from ..services.spatial_query_service import SpatialQueryService
+
+            service = SpatialQueryService(self.env)
+            inputs = self.inputs or {}
+
+            if self.process_id == "spatial-statistics":
+                results = self._execute_spatial_statistics(service, inputs)
+            elif self.process_id == "proximity-statistics":
+                results = self._execute_proximity_statistics(service, inputs)
+            else:
+                raise ValueError(f"Unknown process_id: {self.process_id!r}")
+
+            self.write(
+                {
+                    "status": "successful",
+                    "finished_at": fields.Datetime.now(),
+                    "results": results,
+                }
+            )
+
+        except Exception as e:
+            _logger.exception("GIS process job %s failed", self.job_id)
+            self.write(
+                {
+                    "status": "failed",
+                    "finished_at": fields.Datetime.now(),
+                    "message": str(e),
+                }
+            )
+
+    def _execute_spatial_statistics(self, service, inputs):
+        """Execute the spatial-statistics process.
+
+        Args:
+            service: SpatialQueryService instance
+            inputs: Parsed job inputs dict
+
+        Returns:
+            dict: Results without registrant_ids
+        """
+        geometry = inputs.get("geometry")
+        filters = inputs.get("filters")
+        variables = inputs.get("variables")
+
+        if isinstance(geometry, list):
+            # Batch mode: geometry is a list of {id, value} dicts
+            geometries = [{"id": g["id"], "geometry": g["value"]} for g in geometry]
+            results = service.query_statistics_batch(
+                geometries=geometries,
+                filters=filters,
+                variables=variables,
+            )
+            # Remove registrant_ids from per-geometry results if present
+            for item in results.get("results", []):
+                item.pop("registrant_ids", None)
+        else:
+            # Single geometry mode
+            results = service.query_statistics(
+                geometry=geometry,
+                filters=filters,
+                variables=variables,
+            )
+            results.pop("registrant_ids", None)
+
+        return results
+
+    def _execute_proximity_statistics(self, service, inputs):
+        """Execute the proximity-statistics process.
+
+        Args:
+            service: SpatialQueryService instance
+            inputs: Parsed job inputs dict
+
+        Returns:
+            dict: Results without registrant_ids
+        """
+        results = service.query_proximity(
+            reference_points=inputs["reference_points"],
+            radius_km=inputs["radius_km"],
+            relation=inputs.get("relation", "within"),
+            filters=inputs.get("filters"),
+            variables=inputs.get("variables"),
+        )
+        results.pop("registrant_ids", None)
+        return results
+
+    @api.model
+    def cron_cleanup_jobs(self):
+        """Clean up old and stale jobs.
+
+        Called by ir.cron on a daily schedule.
+
+        - Deletes jobs older than the configured retention period.
+        - Marks stale accepted/running jobs (older than 1 hour) as failed.
+        """
+        IrConfig = self.env["ir.config_parameter"].sudo()
+        retention_days = int(
+            IrConfig.get_param("spp_gis.job_retention_days", default=7)
+        )
+
+        cutoff_date = fields.Datetime.subtract(
+            fields.Datetime.now(), days=retention_days
+        )
+        stale_cutoff = fields.Datetime.subtract(fields.Datetime.now(), hours=1)
+
+        # Mark stale in-progress jobs as failed first (before deletion cutoff)
+        stale_jobs = self.search(
+            [
+                ("status", "in", ["accepted", "running"]),
+                ("create_date", "<", stale_cutoff),
+            ]
+        )
+        if stale_jobs:
+            _logger.info(
+                "Marking %d stale GIS process jobs as failed", len(stale_jobs)
+            )
+            stale_jobs.write(
+                {
+                    "status": "failed",
+                    "finished_at": fields.Datetime.now(),
+                    "message": "Job timed out (stale)",
+                }
+            )
+
+        # Delete jobs older than retention period
+        old_jobs = self.search([("create_date", "<", cutoff_date)])
+        if old_jobs:
+            _logger.info(
+                "Deleting %d GIS process jobs older than %d days",
+                len(old_jobs),
+                retention_days,
+            )
+            old_jobs.unlink()
diff --git a/spp_api_v2_gis/schemas/processes.py b/spp_api_v2_gis/schemas/processes.py
new file mode 100644
index 00000000..79735621
--- /dev/null
+++ b/spp_api_v2_gis/schemas/processes.py
@@ -0,0 +1,150 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Pydantic schemas for OGC API - Processes endpoints."""
+
+from __future__ import annotations
+
+from pydantic import BaseModel, ConfigDict, Field
+
+from ..schemas.ogc import OGCLink
+
+
+class ProcessSummary(BaseModel):
+    """Summary of a single process, used in process list responses."""
+
+    model_config = ConfigDict(populate_by_name=True)
+
+    id: str = Field(..., description="Process identifier (e.g. 'spatial-statistics')")
+    title: str = Field(..., description="Human-readable process title")
+    description: str | None = Field(default=None, description="Process description")
+    version: str = Field(default="1.0.0", description="Process version")
+    jobControlOptions: list[str] = Field(  # noqa: N815
+        ...,
+        alias="jobControlOptions",
+        description="Supported job control options (e.g. sync-execute, async-execute, dismiss)",
+    )
+
+
+class ProcessDescription(BaseModel):
+    """Full process description including input and output schemas."""
+
+    model_config = ConfigDict(populate_by_name=True)
+
+    id: str = Field(..., description="Process identifier (e.g. 'spatial-statistics')")
+    title: str = Field(..., description="Human-readable process title")
+    description: str | None = Field(default=None, description="Process description")
+    version: str = Field(default="1.0.0", description="Process version")
+    jobControlOptions: list[str] = Field(  # noqa: N815
+        ...,
+        alias="jobControlOptions",
+        description="Supported job control options (e.g. sync-execute, async-execute, dismiss)",
+    )
+    inputs: dict = Field(..., description="Input parameter definitions")
+    outputs: dict = Field(..., description="Output schema definitions")
+
+
+class ProcessList(BaseModel):
+    """List of available processes."""
+
+    processes: list[ProcessSummary] = Field(..., description="Available processes")
+
+
+class ExecuteRequest(BaseModel):
+    """Request body for POST /processes/{id}/execution."""
+
+    inputs: dict = Field(..., description="Process input values")
+    outputs: dict | None = Field(default=None, description="Requested output values")
+    response: str | None = Field(
+        default=None,
+        description="Response type: raw or document",
+    )
+
+
+class StatusInfo(BaseModel):
+    """OGC API job status information."""
+
+    model_config = ConfigDict(populate_by_name=True)
+
+    jobID: str = Field(..., alias="jobID", description="Unique job identifier")  # noqa: N815
+    type: str = Field(default="process", description="Resource type")
+    processID: str | None = Field(  # noqa: N815
+        default=None,
+        alias="processID",
+        description="Identifier of the process that created this job",
+    )
+    status: str = Field(
+        ...,
+        description="Job status: accepted, running, successful, failed, or dismissed",
+    )
+    message: str | None = Field(default=None, description="Status message or error detail")
+    created: str | None = Field(default=None, description="ISO 8601 creation datetime")
+    started: str | None = Field(default=None, description="ISO 8601 start datetime")
+    finished: str | None = Field(default=None, description="ISO 8601 finish datetime")
+    updated: str | None = Field(default=None, description="ISO 8601 last updated datetime")
+    progress: int | None = Field(default=None, description="Completion percentage (0-100)")
+    links: list[OGCLink] = Field(default_factory=list, description="Related links")
+
+
+class JobList(BaseModel):
+    """List of jobs."""
+
+    jobs: list[StatusInfo] = Field(..., description="Jobs")
+
+
+class SingleStatisticsResult(BaseModel):
+    """Result of a spatial statistics query for a single geometry."""
+
+    total_count: int = Field(..., description="Total number of matched records")
+    query_method: str = Field(..., description="Method used for the spatial query")
+    areas_matched: int = Field(..., description="Number of geographic areas matched")
+    statistics: dict = Field(..., description="Computed statistics by indicator")
+    access_level: str | None = Field(default=None, description="Data access level applied")
+    from_cache: bool = Field(default=False, description="Whether the result was served from cache")
+    computed_at: str | None = Field(default=None, description="ISO 8601 datetime of computation")
+
+
+class BatchResultItem(BaseModel):
+    """Statistics result for a single geometry within a batch request."""
+
+    id: str = Field(..., description="Geometry identifier from the request")
+    total_count: int = Field(..., description="Total number of matched records")
+    query_method: str = Field(..., description="Method used for the spatial query")
+    areas_matched: int = Field(..., description="Number of geographic areas matched")
+    statistics: dict = Field(..., description="Computed statistics by indicator")
+    access_level: str | None = Field(default=None, description="Data access level applied")
+    from_cache: bool = Field(default=False, description="Whether the result was served from cache")
+    computed_at: str | None = Field(default=None, description="ISO 8601 datetime of computation")
+    error: str | None = Field(default=None, description="Error message if this item failed")
+
+
+class BatchSummary(BaseModel):
+    """Aggregate summary across all geometries in a batch request."""
+
+    total_count: int = Field(..., description="Total number of matched records across all geometries")
+    geometries_queried: int = Field(..., description="Number of geometries successfully queried")
+    geometries_failed: int = Field(default=0, description="Number of geometries that failed")
+    statistics: dict = Field(..., description="Aggregated statistics across all geometries")
+    access_level: str | None = Field(default=None, description="Data access level applied")
+    from_cache: bool = Field(default=False, description="Whether all results were served from cache")
+    computed_at: str | None = Field(default=None, description="ISO 8601 datetime of computation")
+
+
+class BatchStatisticsResult(BaseModel):
+    """Result of a spatial statistics query for multiple geometries."""
+
+    results: list[BatchResultItem] = Field(..., description="Per-geometry results")
+    summary: BatchSummary = Field(..., description="Aggregate summary across all geometries")
+
+
+class ProximityResult(BaseModel):
+    """Result of a proximity-based spatial statistics query."""
+
+    total_count: int = Field(..., description="Total number of matched records")
+    query_method: str = Field(..., description="Method used for the spatial query")
+    areas_matched: int = Field(..., description="Number of geographic areas matched")
+    reference_points_count: int = Field(..., description="Number of reference points used")
+    radius_km: float = Field(..., description="Search radius in kilometres")
+    relation: str = Field(..., description="Spatial relation used (e.g. within, intersects)")
+    statistics: dict = Field(..., description="Computed statistics by indicator")
+    access_level: str | None = Field(default=None, description="Data access level applied")
+    from_cache: bool = Field(default=False, description="Whether the result was served from cache")
+    computed_at: str | None = Field(default=None, description="ISO 8601 datetime of computation")
diff --git a/spp_api_v2_gis/security/ir.model.access.csv b/spp_api_v2_gis/security/ir.model.access.csv
index 97dd8b91..4a17d9b2 100644
--- a/spp_api_v2_gis/security/ir.model.access.csv
+++ b/spp_api_v2_gis/security/ir.model.access.csv
@@ -1 +1,2 @@
 id,name,model_id:id,group_id:id,perm_read,perm_write,perm_create,perm_unlink
+access_spp_gis_process_job,spp.gis.process.job,model_spp_gis_process_job,base.group_user,1,1,1,1
diff --git a/spp_api_v2_gis/services/__init__.py b/spp_api_v2_gis/services/__init__.py
index a09978c4..ac22b9d4 100644
--- a/spp_api_v2_gis/services/__init__.py
+++ b/spp_api_v2_gis/services/__init__.py
@@ -3,14 +3,6 @@
 from . import export_service
 from . import layers_service
 from . import ogc_service
+from . import process_registry
 from . import qml_template_service
 from . import spatial_query_service
-
-__all__ = [
-    "catalog_service",
-    "export_service",
-    "layers_service",
-    "ogc_service",
-    "qml_template_service",
-    "spatial_query_service",
-]
diff --git a/spp_api_v2_gis/services/process_registry.py b/spp_api_v2_gis/services/process_registry.py
new file mode 100644
index 00000000..8e0a36e0
--- /dev/null
+++ b/spp_api_v2_gis/services/process_registry.py
@@ -0,0 +1,265 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Process registry for OGC API - Processes.
+
+Provides process definitions for spatial-statistics and proximity-statistics,
+dynamically generating input schemas from spp.indicator records.
+"""
+
+import logging
+
+_logger = logging.getLogger(__name__)
+
+# Process IDs
+SPATIAL_STATISTICS = "spatial-statistics"
+PROXIMITY_STATISTICS = "proximity-statistics"
+
+VALID_PROCESS_IDS = {SPATIAL_STATISTICS, PROXIMITY_STATISTICS}
+
+
+class ProcessRegistry:
+    """Registry of available OGC processes.
+
+    Generates process descriptions dynamically from spp.indicator records,
+    so that available statistics are always in sync with the database.
+    """
+
+    def __init__(self, env):
+        self.env = env
+
+    def list_processes(self):
+        """Return summary list of all available processes."""
+        return [
+            {
+                "id": SPATIAL_STATISTICS,
+                "title": "Spatial Statistics",
+                "description": "Compute aggregate registrant statistics within arbitrary polygons using PostGIS.",
+                "version": "1.0.0",
+                "jobControlOptions": ["sync-execute", "async-execute", "dismiss"],
+            },
+            {
+                "id": PROXIMITY_STATISTICS,
+                "title": "Proximity Statistics",
+                "description": "Compute aggregate registrant statistics within or beyond a given radius from reference points.",
+                "version": "1.0.0",
+                "jobControlOptions": ["sync-execute", "async-execute", "dismiss"],
+            },
+        ]
+
+    def get_process(self, process_id):
+        """Return full process description including input/output schemas.
+
+        Returns None if process_id is not recognized.
+        """
+        if process_id == SPATIAL_STATISTICS:
+            return self._build_spatial_statistics_description()
+        if process_id == PROXIMITY_STATISTICS:
+            return self._build_proximity_statistics_description()
+        return None
+
+    def get_statistics_metadata(self):
+        """Get statistics metadata organized by category.
+
+        Used by both process descriptions (for x-openspp-statistics extension)
+        and the GET /gis/statistics endpoint.
+
+        Returns:
+            tuple: (variable_names, categories_metadata)
+                - variable_names: list of str (statistic names for enum)
+                - categories_metadata: list of dicts with category info
+        """
+        # nosemgrep: odoo-sudo-without-context
+        Indicator = self.env["spp.indicator"].sudo()
+        stats_by_category = Indicator.get_published_by_category("gis")
+
+        variable_names = []
+        categories = []
+
+        for category_code, stat_records in stats_by_category.items():
+            category_record = stat_records[0].category_id if stat_records else None
+
+            stat_items = []
+            for stat in stat_records:
+                config = stat.get_context_config("gis")
+                variable_names.append(stat.name)
+                stat_items.append({
+                    "name": stat.name,
+                    "label": config.get("label", stat.label),
+                    "description": stat.description,
+                    "format": config.get("format", stat.format),
+                    "unit": stat.unit,
+                })
+
+            categories.append({
+                "code": category_code,
+                "name": category_record.name if category_record else category_code.replace("_", " ").title(),
+                "icon": getattr(category_record, "icon", None) if category_record else None,
+                "statistics": stat_items,
+            })
+
+        return variable_names, categories
+
+    def _build_variables_input(self):
+        """Build the variables input definition with dynamic enum and x-openspp-statistics."""
+        variable_names, categories = self.get_statistics_metadata()
+
+        variables_input = {
+            "title": "Statistics Variables",
+            "description": "Names of statistics to compute. Omit for all GIS-published statistics.",
+            "minOccurs": 0,
+            "schema": {
+                "type": "array",
+                "items": {"type": "string"},
+            },
+        }
+
+        # Add enum if we have published indicators
+        if variable_names:
+            variables_input["schema"]["items"]["enum"] = variable_names
+
+        # Add x-openspp-statistics extension for rich UI metadata
+        if categories:
+            variables_input["x-openspp-statistics"] = {"categories": categories}
+
+        return variables_input
+
+    def _build_spatial_statistics_description(self):
+        """Build full process description for spatial-statistics."""
+        return {
+            "id": SPATIAL_STATISTICS,
+            "title": "Spatial Statistics",
+            "description": (
+                "Compute aggregate registrant statistics within arbitrary polygons "
+                "using PostGIS. Accepts a single geometry or multiple geometries for "
+                "batch processing."
+            ),
+            "version": "1.0.0",
+            "jobControlOptions": ["sync-execute", "async-execute", "dismiss"],
+            "inputs": {
+                "geometry": {
+                    "title": "Query Geometry",
+                    "description": (
+                        "GeoJSON Polygon or MultiPolygon. Provide one for a single query, "
+                        "or an array of {id, value} objects for batch processing. Maximum 100 geometries."
+                    ),
+                    "minOccurs": 1,
+                    "maxOccurs": 100,
+                    "schema": {
+                        "oneOf": [
+                            {"format": "geojson-geometry"},
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "id": {"type": "string"},
+                                    "value": {"format": "geojson-geometry"},
+                                },
+                                "required": ["id", "value"],
+                            },
+                        ],
+                    },
+                },
+                "variables": self._build_variables_input(),
+                "filters": {
+                    "title": "Registrant Filters",
+                    "description": "Additional filters (e.g., is_group, disabled).",
+                    "minOccurs": 0,
+                    "schema": {"type": "object"},
+                },
+            },
+            "outputs": {
+                "result": {
+                    "title": "Statistics Result",
+                    "schema": {
+                        "oneOf": [
+                            {
+                                "type": "object",
+                                "description": "Single geometry result",
+                                "properties": {
+                                    "total_count": {"type": "integer"},
+                                    "query_method": {"type": "string"},
+                                    "areas_matched": {"type": "integer"},
+                                    "statistics": {"type": "object"},
+                                    "access_level": {"type": "string"},
+                                    "computed_at": {"type": "string", "format": "date-time"},
+                                },
+                                "required": ["total_count", "query_method", "areas_matched", "statistics"],
+                            },
+                            {
+                                "type": "object",
+                                "description": "Batch result (when multiple geometries provided)",
+                                "properties": {
+                                    "results": {"type": "array"},
+                                    "summary": {"type": "object"},
+                                },
+                                "required": ["results", "summary"],
+                            },
+                        ],
+                    },
+                },
+            },
+        }
+
+    def _build_proximity_statistics_description(self):
+        """Build full process description for proximity-statistics."""
+        return {
+            "id": PROXIMITY_STATISTICS,
+            "title": "Proximity Statistics",
+            "description": (
+                "Compute aggregate registrant statistics within or beyond a given "
+                "radius from reference points (e.g., health centers, schools)."
+            ),
+            "version": "1.0.0",
+            "jobControlOptions": ["sync-execute", "async-execute", "dismiss"],
+            "inputs": {
+                "reference_points": {
+                    "title": "Reference Points",
+                    "description": "Locations to measure proximity from. Maximum 10,000 points.",
+                    "minOccurs": 1,
+                    "maxOccurs": 10000,
+                    "schema": {
+                        "type": "object",
+                        "properties": {
+                            "longitude": {"type": "number", "minimum": -180, "maximum": 180},
+                            "latitude": {"type": "number", "minimum": -90, "maximum": 90},
+                        },
+                        "required": ["longitude", "latitude"],
+                    },
+                },
+                "radius_km": {
+                    "title": "Search Radius",
+                    "description": "Search radius in kilometers.",
+                    "schema": {"type": "number", "exclusiveMinimum": 0, "maximum": 500},
+                },
+                "relation": {
+                    "title": "Spatial Relation",
+                    "description": "'within' returns registrants inside the radius; 'beyond' returns those outside.",
+                    "minOccurs": 0,
+                    "schema": {"type": "string", "enum": ["within", "beyond"], "default": "within"},
+                },
+                "variables": self._build_variables_input(),
+                "filters": {
+                    "title": "Registrant Filters",
+                    "minOccurs": 0,
+                    "schema": {"type": "object"},
+                },
+            },
+            "outputs": {
+                "result": {
+                    "title": "Proximity Statistics Result",
+                    "schema": {
+                        "type": "object",
+                        "properties": {
+                            "total_count": {"type": "integer"},
+                            "query_method": {"type": "string"},
+                            "areas_matched": {"type": "integer"},
+                            "reference_points_count": {"type": "integer"},
+                            "radius_km": {"type": "number"},
+                            "relation": {"type": "string"},
+                            "statistics": {"type": "object"},
+                            "access_level": {"type": "string"},
+                            "computed_at": {"type": "string", "format": "date-time"},
+                        },
+                        "required": ["total_count", "query_method", "areas_matched", "statistics"],
+                    },
+                },
+            },
+        }

From 2c9706258c2d8a91081cd5020857ccb5330b7ac3 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sat, 14 Mar 2026 15:49:45 +0700
Subject: [PATCH 21/70] feat(spp_api_v2_gis): add OGC Processes and Jobs
 routers

- processes.py: GET /gis/ogc/processes, GET /gis/ogc/processes/{id},
  POST /gis/ogc/processes/{id}/execution with sync/async support
- jobs.py: GET /gis/ogc/jobs, GET /gis/ogc/jobs/{id},
  GET /gis/ogc/jobs/{id}/results, DELETE /gis/ogc/jobs/{id}
- Wire routers into FastAPI endpoint registry
- Update OGC conformance to declare Processes classes
- Add processes link to OGC landing page
- Refactor statistics endpoint to delegate to ProcessRegistry
---
 spp_api_v2_gis/models/fastapi_endpoint.py   |   4 +
 spp_api_v2_gis/routers/__init__.py          |   2 +
 spp_api_v2_gis/routers/jobs.py              | 214 +++++++++++
 spp_api_v2_gis/routers/processes.py         | 373 ++++++++++++++++++++
 spp_api_v2_gis/routers/statistics.py        |  46 +--
 spp_api_v2_gis/services/ogc_service.py      |  15 +-
 spp_api_v2_gis/services/process_registry.py |  34 +-
 7 files changed, 650 insertions(+), 38 deletions(-)
 create mode 100644 spp_api_v2_gis/routers/jobs.py
 create mode 100644 spp_api_v2_gis/routers/processes.py

diff --git a/spp_api_v2_gis/models/fastapi_endpoint.py b/spp_api_v2_gis/models/fastapi_endpoint.py
index 6261e991..cf55bc3b 100644
--- a/spp_api_v2_gis/models/fastapi_endpoint.py
+++ b/spp_api_v2_gis/models/fastapi_endpoint.py
@@ -21,7 +21,9 @@ def _get_fastapi_routers(self) -> list[APIRouter]:
         if self.app == "api_v2":
             from ..routers.export import export_router
             from ..routers.geofence import geofence_router
+            from ..routers.jobs import jobs_router
             from ..routers.ogc_features import ogc_features_router
+            from ..routers.processes import processes_router
             from ..routers.proximity import proximity_router
             from ..routers.spatial_query import spatial_query_router
             from ..routers.statistics import statistics_router
@@ -29,6 +31,8 @@ def _get_fastapi_routers(self) -> list[APIRouter]:
             routers.extend(
                 [
                     ogc_features_router,
+                    processes_router,
+                    jobs_router,
                     export_router,
                     geofence_router,
                     proximity_router,
diff --git a/spp_api_v2_gis/routers/__init__.py b/spp_api_v2_gis/routers/__init__.py
index d5e170ae..036244ca 100644
--- a/spp_api_v2_gis/routers/__init__.py
+++ b/spp_api_v2_gis/routers/__init__.py
@@ -1,7 +1,9 @@
 # Part of OpenSPP. See LICENSE file for full copyright and licensing details.
 from . import export
 from . import geofence
+from . import jobs
 from . import ogc_features
+from . import processes
 from . import proximity
 from . import spatial_query
 from . import statistics
diff --git a/spp_api_v2_gis/routers/jobs.py b/spp_api_v2_gis/routers/jobs.py
new file mode 100644
index 00000000..dbdda849
--- /dev/null
+++ b/spp_api_v2_gis/routers/jobs.py
@@ -0,0 +1,214 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""OGC API - Processes job management endpoints.
+
+Endpoints:
+    GET    /gis/ogc/jobs                List jobs (filtered by client)
+    GET    /gis/ogc/jobs/{jobId}        Job status
+    GET    /gis/ogc/jobs/{jobId}/results Job results
+    DELETE /gis/ogc/jobs/{jobId}        Dismiss or delete a job
+"""
+
+import logging
+from typing import Annotated
+
+from odoo.api import Environment
+from odoo.exceptions import UserError
+
+from odoo.addons.fastapi.dependencies import odoo_env
+from odoo.addons.spp_api_v2.middleware.auth import get_authenticated_client
+
+from fastapi import APIRouter, Depends, HTTPException, Path, Query, Request, status
+
+from ..schemas.processes import JobList, StatusInfo
+
+_logger = logging.getLogger(__name__)
+
+jobs_router = APIRouter(tags=["GIS - OGC API Processes"], prefix="/gis/ogc")
+
+
+def _check_gis_scope(api_client):
+    """Verify client has gis:read or statistics:read scope."""
+    if not (api_client.has_scope("gis", "read") or api_client.has_scope("statistics", "read")):
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Client does not have gis:read or statistics:read scope",
+        )
+
+
+def _get_base_url(request: Request) -> str:
+    """Extract base URL for self-referencing links."""
+    url = str(request.base_url).rstrip("/")
+    return f"{url}/api/v2/spp"
+
+
+def _build_status_info(job, base_url=""):
+    """Build a StatusInfo from a spp.gis.process.job record."""
+    links = []
+    ogc_base = f"{base_url}/gis/ogc" if base_url else ""
+
+    if ogc_base:
+        links.append({"href": f"{ogc_base}/jobs/{job.job_id}", "rel": "self", "type": "application/json"})
+        if job.status == "successful":
+            links.append(
+                {"href": f"{ogc_base}/jobs/{job.job_id}/results", "rel": "results", "type": "application/json"}
+            )
+
+    return StatusInfo(
+        jobID=job.job_id,
+        processID=job.process_id,
+        status=job.status,
+        message=job.message,
+        created=job.create_date.isoformat() if job.create_date else None,
+        started=job.started_at.isoformat() if job.started_at else None,
+        finished=job.finished_at.isoformat() if job.finished_at else None,
+        updated=job.write_date.isoformat() if job.write_date else None,
+        progress=job.progress,
+        links=links,
+    )
+
+
+def _get_job_or_404(env, job_id, api_client):
+    """Look up a job record scoped to the authenticated client."""
+    # nosemgrep: odoo-sudo-without-context
+    job = (
+        env["spp.gis.process.job"]
+        .sudo()
+        .search(
+            [
+                ("job_id", "=", job_id),
+                ("client_id", "=", api_client.id),
+            ],
+            limit=1,
+        )
+    )
+    if not job:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=f"Job '{job_id}' not found",
+        )
+    return job
+
+
+@jobs_router.get(
+    "/jobs",
+    response_model=JobList,
+    summary="List jobs",
+    description="List process jobs for the authenticated client.",
+)
+async def list_jobs(
+    request: Request,
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+    status_filter: Annotated[
+        str | None,
+        Query(alias="status", description="Filter by job status"),
+    ] = None,
+    limit: Annotated[int, Query(ge=1, le=1000, description="Maximum jobs to return")] = 100,
+):
+    """List jobs scoped to the authenticated client."""
+    _check_gis_scope(api_client)
+
+    domain = [("client_id", "=", api_client.id)]
+    if status_filter:
+        valid_statuses = {"accepted", "running", "successful", "failed", "dismissed"}
+        if status_filter not in valid_statuses:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=f"Invalid status filter. Must be one of: {', '.join(sorted(valid_statuses))}",
+            )
+        domain.append(("status", "=", status_filter))
+
+    # nosemgrep: odoo-sudo-without-context
+    jobs = env["spp.gis.process.job"].sudo().search(domain, limit=limit, order="create_date desc")
+
+    base_url = _get_base_url(request)
+    return JobList(jobs=[_build_status_info(j, base_url) for j in jobs])
+
+
+@jobs_router.get(
+    "/jobs/{job_id}",
+    response_model=StatusInfo,
+    response_model_exclude_none=True,
+    summary="Job status",
+    description="Get the status of a process job.",
+)
+async def get_job_status(
+    job_id: Annotated[str, Path(description="Job identifier")],
+    request: Request,
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+):
+    """Get job status, scoped to authenticated client."""
+    _check_gis_scope(api_client)
+
+    job = _get_job_or_404(env, job_id, api_client)
+    base_url = _get_base_url(request)
+    return _build_status_info(job, base_url)
+
+
+@jobs_router.get(
+    "/jobs/{job_id}/results",
+    summary="Job results",
+    description="Get the results of a completed process job.",
+)
+async def get_job_results(
+    job_id: Annotated[str, Path(description="Job identifier")],
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+):
+    """Get results from a completed job.
+
+    Only available when job status is 'successful'.
+    """
+    _check_gis_scope(api_client)
+
+    job = _get_job_or_404(env, job_id, api_client)
+
+    if job.status != "successful":
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=f"Results not available. Job status is '{job.status}'",
+        )
+
+    return job.results
+
+
+@jobs_router.delete(
+    "/jobs/{job_id}",
+    status_code=200,
+    summary="Dismiss or delete a job",
+    description="Dismiss a queued job or delete a completed job.",
+)
+async def dismiss_job(
+    job_id: Annotated[str, Path(description="Job identifier")],
+    request: Request,
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+):
+    """Dismiss or delete a job.
+
+    For accepted jobs: sets status to dismissed.
+    For running jobs: returns 409 Conflict.
+    For terminal jobs: deletes the record.
+    """
+    _check_gis_scope(api_client)
+
+    job = _get_job_or_404(env, job_id, api_client)
+
+    try:
+        was_accepted = job.status == "accepted"
+        job.dismiss()
+
+        if was_accepted:
+            # Job was dismissed, return updated status
+            base_url = _get_base_url(request)
+            return _build_status_info(job, base_url)
+
+        # Job was deleted (terminal status)
+        return {"message": "Job deleted"}
+
+    except UserError:
+        raise HTTPException(
+            status_code=status.HTTP_409_CONFLICT,
+            detail="Cannot dismiss a running job",
+        ) from None
diff --git a/spp_api_v2_gis/routers/processes.py b/spp_api_v2_gis/routers/processes.py
new file mode 100644
index 00000000..481c1dd9
--- /dev/null
+++ b/spp_api_v2_gis/routers/processes.py
@@ -0,0 +1,373 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""OGC API - Processes endpoints.
+
+Implements process discovery and execution per OGC API - Processes Part 1: Core.
+
+Endpoints:
+    GET  /gis/ogc/processes                        List available processes
+    GET  /gis/ogc/processes/{processId}            Process description
+    POST /gis/ogc/processes/{processId}/execution  Execute a process
+"""
+
+import logging
+import uuid
+from typing import Annotated
+
+from odoo.api import Environment
+
+from odoo.addons.fastapi.dependencies import odoo_env
+from odoo.addons.spp_api_v2.middleware.auth import get_authenticated_client
+
+from fastapi import APIRouter, Body, Depends, Header, HTTPException, Path, Request, Response, status
+
+from ..schemas.processes import (
+    ExecuteRequest,
+    ProcessDescription,
+    ProcessList,
+    ProcessSummary,
+    StatusInfo,
+)
+from ..services.process_registry import VALID_PROCESS_IDS, ProcessRegistry
+from ..services.spatial_query_service import SpatialQueryService
+
+_logger = logging.getLogger(__name__)
+
+processes_router = APIRouter(tags=["GIS - OGC API Processes"], prefix="/gis/ogc")
+
+# Maximum geometries allowed in a sync request before forcing async
+_DEFAULT_FORCED_ASYNC_THRESHOLD = 10
+_MAX_GEOMETRIES = 100
+
+
+def _check_gis_scope(api_client):
+    """Verify client has gis:read or statistics:read scope."""
+    if not (api_client.has_scope("gis", "read") or api_client.has_scope("statistics", "read")):
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Client does not have gis:read or statistics:read scope",
+        )
+
+
+def _get_base_url(request: Request) -> str:
+    """Extract base URL for self-referencing links."""
+    url = str(request.base_url).rstrip("/")
+    return f"{url}/api/v2/spp"
+
+
+def _build_status_info(job, base_url=""):
+    """Build a StatusInfo dict from a spp.gis.process.job record."""
+    links = []
+    ogc_base = f"{base_url}/gis/ogc" if base_url else ""
+
+    if ogc_base:
+        links.append({"href": f"{ogc_base}/jobs/{job.job_id}", "rel": "self", "type": "application/json"})
+        if job.status == "successful":
+            links.append(
+                {"href": f"{ogc_base}/jobs/{job.job_id}/results", "rel": "results", "type": "application/json"}
+            )
+
+    return StatusInfo(
+        jobID=job.job_id,
+        processID=job.process_id,
+        status=job.status,
+        message=job.message,
+        created=job.create_date.isoformat() if job.create_date else None,
+        started=job.started_at.isoformat() if job.started_at else None,
+        finished=job.finished_at.isoformat() if job.finished_at else None,
+        updated=job.write_date.isoformat() if job.write_date else None,
+        progress=job.progress,
+        links=links,
+    )
+
+
+@processes_router.get(
+    "/processes",
+    response_model=ProcessList,
+    summary="List available processes",
+    description="Returns a list of all available OGC processes.",
+)
+async def list_processes(
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+):
+    """List all available OGC processes."""
+    _check_gis_scope(api_client)
+
+    registry = ProcessRegistry(env)
+    process_dicts = registry.list_processes()
+
+    processes = [ProcessSummary(**p) for p in process_dicts]
+    return ProcessList(processes=processes)
+
+
+@processes_router.get(
+    "/processes/{process_id}",
+    response_model=ProcessDescription,
+    summary="Process description",
+    description="Returns the full description of a process, including input/output schemas.",
+)
+async def get_process_description(
+    process_id: Annotated[str, Path(description="Process identifier")],
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+):
+    """Get full process description with input/output schemas."""
+    _check_gis_scope(api_client)
+
+    registry = ProcessRegistry(env)
+    description = registry.get_process(process_id)
+
+    if description is None:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=f"Process '{process_id}' not found",
+        )
+
+    return ProcessDescription(**description)
+
+
+@processes_router.post(
+    "/processes/{process_id}/execution",
+    summary="Execute a process",
+    description="Execute an OGC process synchronously or asynchronously.",
+    status_code=200,
+)
+async def execute_process(
+    process_id: Annotated[str, Path(description="Process identifier")],
+    execute_request: Annotated[ExecuteRequest, Body(...)],
+    request: Request,
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+    prefer: Annotated[str | None, Header()] = None,
+):
+    """Execute a process.
+
+    Supports both synchronous and asynchronous execution.
+    Use the Prefer: respond-async header to request async execution.
+    Batch requests with more than the configured threshold of geometries
+    are automatically forced to async.
+    """
+    _check_gis_scope(api_client)
+
+    # Validate process ID
+    if process_id not in VALID_PROCESS_IDS:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=f"Process '{process_id}' not found",
+        )
+
+    inputs = execute_request.inputs
+
+    # Validate and determine sync vs async
+    wants_async = prefer and "respond-async" in prefer
+    forced_async = False
+
+    if process_id == "spatial-statistics":
+        _validate_spatial_statistics_inputs(inputs)
+        geometry = inputs.get("geometry")
+        if isinstance(geometry, list):
+            # Get forced async threshold
+            # nosemgrep: odoo-sudo-without-context
+            threshold = int(
+                env["ir.config_parameter"]
+                .sudo()
+                .get_param("spp_gis.forced_async_threshold", _DEFAULT_FORCED_ASYNC_THRESHOLD)
+            )
+            if len(geometry) > threshold:
+                forced_async = True
+    elif process_id == "proximity-statistics":
+        _validate_proximity_statistics_inputs(inputs)
+
+    use_async = wants_async or forced_async
+
+    if use_async:
+        return _execute_async(env, api_client, process_id, inputs, request)
+
+    return _execute_sync(env, process_id, inputs)
+
+
+def _validate_spatial_statistics_inputs(inputs):
+    """Validate inputs for spatial-statistics process."""
+    geometry = inputs.get("geometry")
+    if geometry is None:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="'geometry' input is required",
+        )
+
+    if isinstance(geometry, list):
+        if len(geometry) == 0:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail="'geometry' array must not be empty",
+            )
+        if len(geometry) > _MAX_GEOMETRIES:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=f"Maximum {_MAX_GEOMETRIES} geometries allowed per request",
+            )
+        # Validate each item has {id, value} wrapper
+        for i, item in enumerate(geometry):
+            if not isinstance(item, dict) or "id" not in item or "value" not in item:
+                raise HTTPException(
+                    status_code=status.HTTP_400_BAD_REQUEST,
+                    detail=f"Geometry array item {i} must be an object with 'id' and 'value' keys. "
+                    "Bare GeoJSON arrays are not supported; wrap each geometry in {{id, value}}.",
+                )
+    elif not isinstance(geometry, dict):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="'geometry' must be a GeoJSON object or an array of {id, value} objects",
+        )
+
+
+def _validate_proximity_statistics_inputs(inputs):
+    """Validate inputs for proximity-statistics process."""
+    reference_points = inputs.get("reference_points")
+    if not reference_points:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="'reference_points' input is required",
+        )
+    if not isinstance(reference_points, list) or len(reference_points) == 0:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="'reference_points' must be a non-empty array",
+        )
+    if len(reference_points) > 10000:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Maximum 10,000 reference points allowed",
+        )
+
+    radius_km = inputs.get("radius_km")
+    if radius_km is None:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="'radius_km' input is required",
+        )
+    if not isinstance(radius_km, (int, float)) or radius_km <= 0:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="'radius_km' must be a positive number",
+        )
+    if radius_km > 500:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="'radius_km' must not exceed 500",
+        )
+
+    relation = inputs.get("relation", "within")
+    if relation not in ("within", "beyond"):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="'relation' must be 'within' or 'beyond'",
+        )
+
+
+def _execute_sync(env, process_id, inputs):
+    """Execute a process synchronously and return results directly."""
+    service = SpatialQueryService(env)
+
+    try:
+        if process_id == "spatial-statistics":
+            result = _run_spatial_statistics(service, inputs)
+        else:
+            result = _run_proximity_statistics(service, inputs)
+
+        return result
+
+    except ValueError as e:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=str(e),
+        ) from e
+    except Exception:
+        _logger.exception("Process execution failed for %s", process_id)
+        raise HTTPException(
+            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+            detail="Process execution failed",
+        ) from None
+
+
+def _execute_async(env, api_client, process_id, inputs, request):
+    """Execute a process asynchronously via job_worker."""
+    job_id = str(uuid.uuid4())
+
+    # Create job record
+    # nosemgrep: odoo-sudo-without-context
+    job = (
+        env["spp.gis.process.job"]
+        .sudo()
+        .create(
+            {
+                "job_id": job_id,
+                "process_id": process_id,
+                "client_id": api_client.id,
+                "inputs": inputs,
+            }
+        )
+    )
+
+    # Enqueue via job_worker
+    delayed = job.with_delay(
+        channel="gis",
+        timeout=300,
+        description=f"OGC Process: {process_id} ({job_id})",
+    ).execute_process()
+    job.job_uuid = delayed.uuid
+
+    base_url = _get_base_url(request)
+    status_info = _build_status_info(job, base_url)
+
+    return Response(
+        content=status_info.model_dump_json(by_alias=True, exclude_none=True),
+        status_code=201,
+        media_type="application/json",
+        headers={
+            "Location": f"{base_url}/gis/ogc/jobs/{job_id}",
+        },
+    )
+
+
+def _run_spatial_statistics(service, inputs):
+    """Run spatial-statistics process and return results."""
+    geometry = inputs.get("geometry")
+    filters = inputs.get("filters")
+    variables = inputs.get("variables")
+
+    if isinstance(geometry, list):
+        # Batch mode
+        geometries = [{"id": g["id"], "geometry": g["value"]} for g in geometry]
+        result = service.query_statistics_batch(
+            geometries=geometries,
+            filters=filters,
+            variables=variables,
+        )
+        # Remove registrant_ids from per-geometry results
+        for item in result.get("results", []):
+            item.pop("registrant_ids", None)
+        return result
+
+    # Single geometry mode
+    result = service.query_statistics(
+        geometry=geometry,
+        filters=filters,
+        variables=variables,
+    )
+    result.pop("registrant_ids", None)
+    return result
+
+
+def _run_proximity_statistics(service, inputs):
+    """Run proximity-statistics process and return results."""
+    reference_points = inputs["reference_points"]
+    result = service.query_proximity(
+        reference_points=reference_points,
+        radius_km=inputs["radius_km"],
+        relation=inputs.get("relation", "within"),
+        filters=inputs.get("filters"),
+        variables=inputs.get("variables"),
+    )
+    result.pop("registrant_ids", None)
+    return result
diff --git a/spp_api_v2_gis/routers/statistics.py b/spp_api_v2_gis/routers/statistics.py
index 48e84c5e..427322a1 100644
--- a/spp_api_v2_gis/routers/statistics.py
+++ b/spp_api_v2_gis/routers/statistics.py
@@ -1,5 +1,9 @@
 # Part of OpenSPP. See LICENSE file for full copyright and licensing details.
-"""Statistics discovery API endpoint."""
+"""Statistics discovery API endpoint.
+
+Delegates to the ProcessRegistry for statistics metadata,
+keeping this endpoint as a convenience alias.
+"""
 
 import logging
 from typing import Annotated
@@ -16,6 +20,7 @@
     StatisticInfo,
     StatisticsListResponse,
 )
+from ..services.process_registry import ProcessRegistry
 
 _logger = logging.getLogger(__name__)
 
@@ -35,7 +40,8 @@ async def list_statistics(
     """List all GIS-published statistics grouped by category.
 
     Used by the QGIS plugin to discover what statistics are available
-    for spatial queries and map visualization.
+    for spatial queries and map visualization. Delegates to the
+    ProcessRegistry for consistent metadata.
     """
     # Check read scope
     if not (api_client.has_scope("gis", "read") or api_client.has_scope("statistics", "read")):
@@ -45,35 +51,29 @@ async def list_statistics(
         )
 
     try:
-        # nosemgrep: odoo-sudo-without-context
-        Statistic = env["spp.statistic"].sudo()
-        stats_by_category = Statistic.get_published_by_category("gis")
+        registry = ProcessRegistry(env)
+        _variable_names, categories_data = registry.get_statistics_metadata()
 
         categories = []
         total_count = 0
 
-        for category_code, stat_records in stats_by_category.items():
-            # Get category metadata
-            category_record = stat_records[0].category_id if stat_records else None
-
-            stat_items = []
-            for stat in stat_records:
-                config = stat.get_context_config("gis")
-                stat_items.append(
-                    StatisticInfo(
-                        name=stat.name,
-                        label=config.get("label", stat.label),
-                        description=stat.description,
-                        format=config.get("format", stat.format),
-                        unit=stat.unit,
-                    )
+        for cat in categories_data:
+            stat_items = [
+                StatisticInfo(
+                    name=s["name"],
+                    label=s["label"],
+                    description=s.get("description"),
+                    format=s["format"],
+                    unit=s.get("unit"),
                 )
+                for s in cat["statistics"]
+            ]
 
             categories.append(
                 StatisticCategoryInfo(
-                    code=category_code,
-                    name=category_record.name if category_record else category_code.replace("_", " ").title(),
-                    icon=getattr(category_record, "icon", None) if category_record else None,
+                    code=cat["code"],
+                    name=cat["name"],
+                    icon=cat.get("icon"),
                     statistics=stat_items,
                 )
             )
diff --git a/spp_api_v2_gis/services/ogc_service.py b/spp_api_v2_gis/services/ogc_service.py
index ea876115..b46f73dc 100644
--- a/spp_api_v2_gis/services/ogc_service.py
+++ b/spp_api_v2_gis/services/ogc_service.py
@@ -15,11 +15,18 @@
 
 _logger = logging.getLogger(__name__)
 
-# OGC API - Features conformance classes
+# OGC API conformance classes (Features + Processes per OGC API Common Part 2)
 CONFORMANCE_CLASSES = [
+    # OGC API - Features
     "http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core",
     "http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30",
     "http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson",
+    # OGC API - Processes
+    "http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/core",
+    "http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/ogc-process-description",
+    "http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/json",
+    "http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/job-list",
+    "http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/dismiss",
 ]
 
 
@@ -75,6 +82,12 @@ def get_landing_page(self):
                     "type": "application/json",
                     "title": "Feature collections",
                 },
+                {
+                    "href": f"{ogc_base}/processes",
+                    "rel": "http://www.opengis.net/def/rel/ogc/1.0/processes",
+                    "type": "application/json",
+                    "title": "Processes",
+                },
                 {
                     "href": f"{self.base_url}/openapi.json",
                     "rel": "service-desc",
diff --git a/spp_api_v2_gis/services/process_registry.py b/spp_api_v2_gis/services/process_registry.py
index 8e0a36e0..7a2bbba3 100644
--- a/spp_api_v2_gis/services/process_registry.py
+++ b/spp_api_v2_gis/services/process_registry.py
@@ -39,7 +39,9 @@ def list_processes(self):
             {
                 "id": PROXIMITY_STATISTICS,
                 "title": "Proximity Statistics",
-                "description": "Compute aggregate registrant statistics within or beyond a given radius from reference points.",
+                "description": (
+                    "Compute aggregate registrant statistics within or beyond a given radius from reference points."
+                ),
                 "version": "1.0.0",
                 "jobControlOptions": ["sync-execute", "async-execute", "dismiss"],
             },
@@ -81,20 +83,24 @@ def get_statistics_metadata(self):
             for stat in stat_records:
                 config = stat.get_context_config("gis")
                 variable_names.append(stat.name)
-                stat_items.append({
-                    "name": stat.name,
-                    "label": config.get("label", stat.label),
-                    "description": stat.description,
-                    "format": config.get("format", stat.format),
-                    "unit": stat.unit,
-                })
+                stat_items.append(
+                    {
+                        "name": stat.name,
+                        "label": config.get("label", stat.label),
+                        "description": stat.description,
+                        "format": config.get("format", stat.format),
+                        "unit": stat.unit,
+                    }
+                )
 
-            categories.append({
-                "code": category_code,
-                "name": category_record.name if category_record else category_code.replace("_", " ").title(),
-                "icon": getattr(category_record, "icon", None) if category_record else None,
-                "statistics": stat_items,
-            })
+            categories.append(
+                {
+                    "code": category_code,
+                    "name": category_record.name if category_record else category_code.replace("_", " ").title(),
+                    "icon": getattr(category_record, "icon", None) if category_record else None,
+                    "statistics": stat_items,
+                }
+            )
 
         return variable_names, categories
 

From 167071667286c7571fb47e5adcb186401ab48ce4 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sat, 14 Mar 2026 15:52:31 +0700
Subject: [PATCH 22/70] test(spp_api_v2_gis): add comprehensive tests for OGC
 Processes API

Tests cover:
- ProcessRegistry: list, describe, unknown ID, indicator enum, x-openspp-statistics
- Pydantic schemas: ProcessSummary, ExecuteRequest, StatusInfo, JobList
- spp.gis.process.job model: create, dismiss, stale cleanup, cron
- Input validation: single/batch geometry, bare arrays, limits, proximity
- HTTP integration: process list/describe, execution, async flow,
  job scoping, dismiss, conformance, landing page links
---
 spp_api_v2_gis/tests/__init__.py           |   1 +
 spp_api_v2_gis/tests/test_ogc_processes.py | 893 +++++++++++++++++++++
 2 files changed, 894 insertions(+)
 create mode 100644 spp_api_v2_gis/tests/test_ogc_processes.py

diff --git a/spp_api_v2_gis/tests/__init__.py b/spp_api_v2_gis/tests/__init__.py
index 06c22da0..c192cf5b 100644
--- a/spp_api_v2_gis/tests/__init__.py
+++ b/spp_api_v2_gis/tests/__init__.py
@@ -5,6 +5,7 @@
 from . import test_layers_service
 from . import test_ogc_features
 from . import test_ogc_http
+from . import test_ogc_processes
 from . import test_qml_template_service
 from . import test_spatial_query_service
 from . import test_statistics_endpoint
diff --git a/spp_api_v2_gis/tests/test_ogc_processes.py b/spp_api_v2_gis/tests/test_ogc_processes.py
new file mode 100644
index 00000000..1efdd036
--- /dev/null
+++ b/spp_api_v2_gis/tests/test_ogc_processes.py
@@ -0,0 +1,893 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Tests for OGC API - Processes endpoints.
+
+Covers process registry, schemas, job model, and HTTP integration.
+"""
+
+import json
+import logging
+import os
+import unittest
+
+from odoo.tests import tagged
+from odoo.tests.common import TransactionCase
+
+from odoo.addons.spp_api_v2.tests.common import ApiV2HttpTestCase
+
+_logger = logging.getLogger(__name__)
+
+API_BASE = "/api/v2/spp"
+OGC_BASE = f"{API_BASE}/gis/ogc"
+
+
+class TestProcessRegistry(TransactionCase):
+    """Unit tests for ProcessRegistry service."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+
+        # Create test indicator data
+        Category = cls.env["spp.metric.category"]
+        cls.category = Category.search([("code", "=", "test_proc_category")], limit=1)
+        if not cls.category:
+            cls.category = Category.create(
+                {
+                    "name": "Test Process Category",
+                    "code": "test_proc_category",
+                    "icon": "fa-cog",
+                    "sequence": 50,
+                }
+            )
+
+        cls.cel_variable = cls.env["spp.cel.variable"].create(
+            {
+                "name": "test_proc_var",
+                "cel_accessor": "test_proc_accessor",
+                "source_type": "computed",
+                "cel_expression": "true",
+                "value_type": "number",
+                "state": "active",
+            }
+        )
+
+        cls.indicator = cls.env["spp.indicator"].create(
+            {
+                "name": "proc_test_stat",
+                "label": "Process Test Stat",
+                "description": "A test statistic for process tests",
+                "variable_id": cls.cel_variable.id,
+                "format": "count",
+                "unit": "people",
+                "is_published_gis": True,
+                "category_id": cls.category.id,
+            }
+        )
+
+    def test_list_processes_returns_two_processes(self):
+        """Registry returns spatial-statistics and proximity-statistics."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        processes = registry.list_processes()
+
+        self.assertEqual(len(processes), 2)
+        ids = {p["id"] for p in processes}
+        self.assertEqual(ids, {"spatial-statistics", "proximity-statistics"})
+
+    def test_get_process_spatial_statistics(self):
+        """spatial-statistics description includes inputs and outputs."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        desc = registry.get_process("spatial-statistics")
+
+        self.assertIsNotNone(desc)
+        self.assertEqual(desc["id"], "spatial-statistics")
+        self.assertIn("geometry", desc["inputs"])
+        self.assertIn("variables", desc["inputs"])
+        self.assertIn("filters", desc["inputs"])
+        self.assertIn("result", desc["outputs"])
+
+    def test_get_process_proximity_statistics(self):
+        """proximity-statistics description includes inputs and outputs."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        desc = registry.get_process("proximity-statistics")
+
+        self.assertIsNotNone(desc)
+        self.assertEqual(desc["id"], "proximity-statistics")
+        self.assertIn("reference_points", desc["inputs"])
+        self.assertIn("radius_km", desc["inputs"])
+        self.assertIn("relation", desc["inputs"])
+
+    def test_get_process_unknown_returns_none(self):
+        """Unknown process ID returns None."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        self.assertIsNone(registry.get_process("nonexistent"))
+
+    def test_variables_enum_reflects_indicators(self):
+        """Variables input enum includes published spp.indicator names."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        desc = registry.get_process("spatial-statistics")
+
+        variables_input = desc["inputs"]["variables"]
+        schema = variables_input["schema"]
+        items = schema["items"]
+
+        # Should have enum with at least our test indicator
+        self.assertIn("enum", items)
+        self.assertIn("proc_test_stat", items["enum"])
+
+    def test_x_openspp_statistics_extension(self):
+        """Process description includes x-openspp-statistics for UI metadata."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        desc = registry.get_process("spatial-statistics")
+
+        variables_input = desc["inputs"]["variables"]
+        self.assertIn("x-openspp-statistics", variables_input)
+
+        categories = variables_input["x-openspp-statistics"]["categories"]
+        self.assertIsInstance(categories, list)
+        self.assertGreater(len(categories), 0)
+
+        # Find our test category
+        test_cats = [c for c in categories if c["code"] == "test_proc_category"]
+        self.assertEqual(len(test_cats), 1)
+        self.assertEqual(test_cats[0]["name"], "Test Process Category")
+        self.assertEqual(test_cats[0]["icon"], "fa-cog")
+
+        # Category should contain our indicator
+        stat_names = [s["name"] for s in test_cats[0]["statistics"]]
+        self.assertIn("proc_test_stat", stat_names)
+
+    def test_get_statistics_metadata(self):
+        """get_statistics_metadata returns variable names and categories."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        variable_names, categories = registry.get_statistics_metadata()
+
+        self.assertIn("proc_test_stat", variable_names)
+        self.assertIsInstance(categories, list)
+        self.assertGreater(len(categories), 0)
+
+
+class TestProcessSchemas(TransactionCase):
+    """Unit tests for Pydantic process schemas."""
+
+    def test_process_summary_creation(self):
+        """ProcessSummary validates correctly."""
+        from ..schemas.processes import ProcessSummary
+
+        summary = ProcessSummary(
+            id="test",
+            title="Test Process",
+            description="A test",
+            version="1.0.0",
+            jobControlOptions=["sync-execute"],
+        )
+        self.assertEqual(summary.id, "test")
+        self.assertEqual(summary.jobControlOptions, ["sync-execute"])
+
+    def test_execute_request_minimal(self):
+        """ExecuteRequest works with just inputs."""
+        from ..schemas.processes import ExecuteRequest
+
+        req = ExecuteRequest(inputs={"geometry": {"type": "Polygon", "coordinates": []}})
+        self.assertIsNotNone(req.inputs)
+        self.assertIsNone(req.outputs)
+        self.assertIsNone(req.response)
+
+    def test_status_info_serialization(self):
+        """StatusInfo serializes with camelCase aliases."""
+        from ..schemas.processes import StatusInfo
+
+        info = StatusInfo(
+            jobID="abc-123",
+            processID="spatial-statistics",
+            status="accepted",
+        )
+        dumped = info.model_dump(by_alias=True)
+        self.assertIn("jobID", dumped)
+        self.assertIn("processID", dumped)
+        self.assertEqual(dumped["jobID"], "abc-123")
+
+    def test_job_list_creation(self):
+        """JobList contains StatusInfo objects."""
+        from ..schemas.processes import JobList, StatusInfo
+
+        job_list = JobList(
+            jobs=[
+                StatusInfo(jobID="j1", status="accepted"),
+                StatusInfo(jobID="j2", status="running"),
+            ]
+        )
+        self.assertEqual(len(job_list.jobs), 2)
+
+
+class TestGisProcessJobModel(TransactionCase):
+    """Unit tests for spp.gis.process.job Odoo model."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+
+        # Create a test API client
+        partner = cls.env["res.partner"].create({"name": "Test Process Client"})
+        org_type = cls.env.ref("spp_consent.org_type_government", raise_if_not_found=False)
+        if not org_type:
+            org_type = cls.env["spp.consent.org.type"].search([("code", "=", "government")], limit=1)
+        if not org_type:
+            org_type = cls.env["spp.consent.org.type"].create({"name": "Government", "code": "government"})
+
+        cls.api_client = cls.env["spp.api.client"].create(
+            {
+                "name": "Process Test Client",
+                "partner_id": partner.id,
+                "organization_type_id": org_type.id,
+            }
+        )
+
+    def _create_job(self, **kwargs):
+        """Helper to create a job record."""
+        import uuid
+
+        vals = {
+            "job_id": str(uuid.uuid4()),
+            "process_id": "spatial-statistics",
+            "client_id": self.api_client.id,
+            "inputs": {"geometry": {"type": "Polygon", "coordinates": []}},
+        }
+        vals.update(kwargs)
+        return self.env["spp.gis.process.job"].create(vals)
+
+    def test_create_job_defaults(self):
+        """New job has default status=accepted and progress=0."""
+        job = self._create_job()
+        self.assertEqual(job.status, "accepted")
+        self.assertEqual(job.progress, 0)
+        self.assertFalse(job.started_at)
+        self.assertFalse(job.finished_at)
+
+    def test_dismiss_accepted_job(self):
+        """Dismissing an accepted job sets status to dismissed."""
+        job = self._create_job()
+        job.dismiss()
+        self.assertEqual(job.status, "dismissed")
+        self.assertTrue(job.finished_at)
+
+    def test_dismiss_running_job_raises(self):
+        """Dismissing a running job raises UserError."""
+        from odoo.exceptions import UserError
+
+        job = self._create_job()
+        job.status = "running"
+
+        with self.assertRaises(UserError):
+            job.dismiss()
+
+    def test_dismiss_successful_job_deletes(self):
+        """Dismissing a terminal job deletes the record."""
+        job = self._create_job()
+        job.status = "successful"
+        job_id = job.id
+
+        job.dismiss()
+
+        # Record should be deleted
+        self.assertFalse(self.env["spp.gis.process.job"].browse(job_id).exists())
+
+    def test_dismiss_failed_job_deletes(self):
+        """Dismissing a failed job deletes the record."""
+        job = self._create_job()
+        job.status = "failed"
+        job_id = job.id
+
+        job.dismiss()
+        self.assertFalse(self.env["spp.gis.process.job"].browse(job_id).exists())
+
+    def test_cron_cleanup_stale_jobs(self):
+        """Cron marks stale accepted/running jobs as failed."""
+        from datetime import datetime, timedelta
+
+        job = self._create_job()
+        # Backdate the create_date to 2 hours ago
+        two_hours_ago = datetime.now() - timedelta(hours=2)
+        self.env.cr.execute(
+            "UPDATE spp_gis_process_job SET create_date = %s WHERE id = %s",
+            (two_hours_ago, job.id),
+        )
+        job.invalidate_recordset()
+
+        self.env["spp.gis.process.job"].cron_cleanup_jobs()
+
+        job.invalidate_recordset()
+        self.assertEqual(job.status, "failed")
+        self.assertEqual(job.message, "Job timed out (stale)")
+
+    def test_cron_cleanup_old_jobs(self):
+        """Cron deletes jobs older than retention period."""
+        from datetime import datetime, timedelta
+
+        job = self._create_job()
+        job.status = "successful"
+        # Backdate to 10 days ago
+        ten_days_ago = datetime.now() - timedelta(days=10)
+        self.env.cr.execute(
+            "UPDATE spp_gis_process_job SET create_date = %s WHERE id = %s",
+            (ten_days_ago, job.id),
+        )
+        job.invalidate_recordset()
+        job_id = job.id
+
+        self.env["spp.gis.process.job"].cron_cleanup_jobs()
+
+        self.assertFalse(self.env["spp.gis.process.job"].browse(job_id).exists())
+
+    def test_execute_process_unknown_process(self):
+        """execute_process with unknown process_id sets status to failed."""
+        job = self._create_job(process_id="nonexistent-process")
+        job.execute_process()
+
+        self.assertEqual(job.status, "failed")
+        self.assertIn("Unknown process_id", job.message)
+
+
+class TestOGCConformanceUpdated(TransactionCase):
+    """Test that OGC conformance now includes Processes classes."""
+
+    def test_conformance_includes_processes(self):
+        """Conformance declaration includes OGC API - Processes classes."""
+        from ..services.ogc_service import CONFORMANCE_CLASSES
+
+        processes_classes = [c for c in CONFORMANCE_CLASSES if "processes" in c]
+        self.assertGreaterEqual(len(processes_classes), 5)
+        self.assertIn("http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/core", CONFORMANCE_CLASSES)
+        self.assertIn("http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/json", CONFORMANCE_CLASSES)
+        self.assertIn("http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/job-list", CONFORMANCE_CLASSES)
+        self.assertIn("http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/dismiss", CONFORMANCE_CLASSES)
+        self.assertIn(
+            "http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/ogc-process-description",
+            CONFORMANCE_CLASSES,
+        )
+
+    def test_landing_page_includes_processes_link(self):
+        """Landing page includes link to /gis/ogc/processes."""
+        from ..services.ogc_service import OGCService
+
+        service = OGCService(self.env, base_url="http://test")
+        landing = service.get_landing_page()
+
+        link_rels = [link["rel"] for link in landing["links"]]
+        self.assertIn("http://www.opengis.net/def/rel/ogc/1.0/processes", link_rels)
+
+
+class TestProcessInputValidation(TransactionCase):
+    """Unit tests for input validation logic in the processes router."""
+
+    def test_validate_spatial_single_geometry(self):
+        """Single GeoJSON geometry is valid."""
+        from ..routers.processes import _validate_spatial_statistics_inputs
+
+        # Should not raise
+        _validate_spatial_statistics_inputs(
+            {"geometry": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]]}}
+        )
+
+    def test_validate_spatial_batch_with_id_value(self):
+        """Batch with {id, value} wrapper is valid."""
+        from ..routers.processes import _validate_spatial_statistics_inputs
+
+        _validate_spatial_statistics_inputs(
+            {
+                "geometry": [
+                    {"id": "a1", "value": {"type": "Polygon", "coordinates": []}},
+                    {"id": "a2", "value": {"type": "Polygon", "coordinates": []}},
+                ]
+            }
+        )
+
+    def test_validate_spatial_bare_array_rejected(self):
+        """Bare geometry arrays (no {id, value} wrapper) are rejected."""
+        from fastapi import HTTPException
+
+        from ..routers.processes import _validate_spatial_statistics_inputs
+
+        with self.assertRaises(HTTPException) as ctx:
+            _validate_spatial_statistics_inputs(
+                {
+                    "geometry": [
+                        {"type": "Polygon", "coordinates": []},
+                    ]
+                }
+            )
+        self.assertEqual(ctx.exception.status_code, 400)
+        self.assertIn("id", ctx.exception.detail)
+
+    def test_validate_spatial_empty_array_rejected(self):
+        """Empty geometry array is rejected."""
+        from fastapi import HTTPException
+
+        from ..routers.processes import _validate_spatial_statistics_inputs
+
+        with self.assertRaises(HTTPException) as ctx:
+            _validate_spatial_statistics_inputs({"geometry": []})
+        self.assertEqual(ctx.exception.status_code, 400)
+
+    def test_validate_spatial_max_geometries(self):
+        """More than 100 geometries is rejected."""
+        from fastapi import HTTPException
+
+        from ..routers.processes import _validate_spatial_statistics_inputs
+
+        geometries = [{"id": f"g{i}", "value": {"type": "Polygon"}} for i in range(101)]
+        with self.assertRaises(HTTPException) as ctx:
+            _validate_spatial_statistics_inputs({"geometry": geometries})
+        self.assertEqual(ctx.exception.status_code, 400)
+        self.assertIn("100", ctx.exception.detail)
+
+    def test_validate_spatial_missing_geometry(self):
+        """Missing geometry input is rejected."""
+        from fastapi import HTTPException
+
+        from ..routers.processes import _validate_spatial_statistics_inputs
+
+        with self.assertRaises(HTTPException) as ctx:
+            _validate_spatial_statistics_inputs({})
+        self.assertEqual(ctx.exception.status_code, 400)
+
+    def test_validate_proximity_valid(self):
+        """Valid proximity inputs pass validation."""
+        from ..routers.processes import _validate_proximity_statistics_inputs
+
+        _validate_proximity_statistics_inputs(
+            {
+                "reference_points": [{"longitude": 1.0, "latitude": 2.0}],
+                "radius_km": 10.0,
+            }
+        )
+
+    def test_validate_proximity_missing_radius(self):
+        """Missing radius_km is rejected."""
+        from fastapi import HTTPException
+
+        from ..routers.processes import _validate_proximity_statistics_inputs
+
+        with self.assertRaises(HTTPException) as ctx:
+            _validate_proximity_statistics_inputs({"reference_points": [{"longitude": 1.0, "latitude": 2.0}]})
+        self.assertEqual(ctx.exception.status_code, 400)
+
+    def test_validate_proximity_invalid_relation(self):
+        """Invalid relation value is rejected."""
+        from fastapi import HTTPException
+
+        from ..routers.processes import _validate_proximity_statistics_inputs
+
+        with self.assertRaises(HTTPException) as ctx:
+            _validate_proximity_statistics_inputs(
+                {
+                    "reference_points": [{"longitude": 1.0, "latitude": 2.0}],
+                    "radius_km": 10.0,
+                    "relation": "intersects",
+                }
+            )
+        self.assertEqual(ctx.exception.status_code, 400)
+
+    def test_validate_proximity_radius_too_large(self):
+        """radius_km > 500 is rejected."""
+        from fastapi import HTTPException
+
+        from ..routers.processes import _validate_proximity_statistics_inputs
+
+        with self.assertRaises(HTTPException) as ctx:
+            _validate_proximity_statistics_inputs(
+                {
+                    "reference_points": [{"longitude": 1.0, "latitude": 2.0}],
+                    "radius_km": 501,
+                }
+            )
+        self.assertEqual(ctx.exception.status_code, 400)
+
+
+@tagged("post_install", "-at_install")
+@unittest.skipIf(os.getenv("SKIP_HTTP_CASE"), "Skipped via SKIP_HTTP_CASE")
+class TestOGCProcessesHTTP(ApiV2HttpTestCase):
+    """HTTP integration tests for OGC Processes endpoints."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+
+        # Create API client with gis:read scope
+        cls.gis_client = cls.create_api_client(
+            cls,
+            name="GIS Processes Client",
+            scopes=[{"resource": "gis", "action": "read"}],
+        )
+        cls.gis_token = cls.generate_jwt_token(cls, cls.gis_client)
+
+        # Client without gis scope
+        cls.no_gis_client = cls.create_api_client(
+            cls,
+            name="No GIS Processes Client",
+            scopes=[{"resource": "individual", "action": "read"}],
+        )
+        cls.no_gis_token = cls.generate_jwt_token(cls, cls.no_gis_client)
+
+        # Create a second client for job scoping tests
+        cls.other_client = cls.create_api_client(
+            cls,
+            name="Other GIS Client",
+            scopes=[{"resource": "gis", "action": "read"}],
+        )
+        cls.other_token = cls.generate_jwt_token(cls, cls.other_client)
+
+        # Create test indicator for enum tests
+        Category = cls.env["spp.metric.category"]
+        cls.test_category = Category.search([("code", "=", "http_proc_cat")], limit=1)
+        if not cls.test_category:
+            cls.test_category = Category.create(
+                {
+                    "name": "HTTP Proc Category",
+                    "code": "http_proc_cat",
+                    "sequence": 60,
+                }
+            )
+
+        cls.cel_variable = cls.env["spp.cel.variable"].create(
+            {
+                "name": "http_proc_var",
+                "cel_accessor": "http_proc_accessor",
+                "source_type": "computed",
+                "cel_expression": "true",
+                "value_type": "number",
+                "state": "active",
+            }
+        )
+
+        cls.test_indicator = cls.env["spp.indicator"].create(
+            {
+                "name": "http_proc_test_stat",
+                "label": "HTTP Process Test Stat",
+                "variable_id": cls.cel_variable.id,
+                "format": "count",
+                "is_published_gis": True,
+                "category_id": cls.test_category.id,
+            }
+        )
+
+    def _gis_headers(self):
+        return {
+            "Content-Type": "application/json",
+            "Authorization": f"Bearer {self.gis_token}",
+        }
+
+    def _no_gis_headers(self):
+        return {
+            "Content-Type": "application/json",
+            "Authorization": f"Bearer {self.no_gis_token}",
+        }
+
+    def _other_headers(self):
+        return {
+            "Content-Type": "application/json",
+            "Authorization": f"Bearer {self.other_token}",
+        }
+
+    # === Process list ===
+
+    def test_list_processes_returns_200(self):
+        """GET /processes returns 200 with process list."""
+        response = self.url_open(f"{OGC_BASE}/processes", headers=self._gis_headers())
+        self.assertEqual(response.status_code, 200)
+        data = response.json()
+        self.assertIn("processes", data)
+        self.assertEqual(len(data["processes"]), 2)
+
+    def test_list_processes_no_scope_returns_403(self):
+        """GET /processes without gis scope returns 403."""
+        response = self.url_open(f"{OGC_BASE}/processes", headers=self._no_gis_headers())
+        self.assertEqual(response.status_code, 403)
+
+    # === Process description ===
+
+    def test_process_description_spatial_returns_200(self):
+        """GET /processes/spatial-statistics returns 200."""
+        response = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics",
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(response.status_code, 200)
+        data = response.json()
+        self.assertEqual(data["id"], "spatial-statistics")
+        self.assertIn("inputs", data)
+        self.assertIn("outputs", data)
+
+    def test_process_description_proximity_returns_200(self):
+        """GET /processes/proximity-statistics returns 200."""
+        response = self.url_open(
+            f"{OGC_BASE}/processes/proximity-statistics",
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(response.status_code, 200)
+        data = response.json()
+        self.assertEqual(data["id"], "proximity-statistics")
+
+    def test_process_description_unknown_returns_404(self):
+        """GET /processes/nonexistent returns 404."""
+        response = self.url_open(
+            f"{OGC_BASE}/processes/nonexistent",
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(response.status_code, 404)
+
+    def test_process_description_includes_indicator_enum(self):
+        """Process description includes indicator names in variables enum."""
+        response = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics",
+            headers=self._gis_headers(),
+        )
+        data = response.json()
+        variables = data["inputs"]["variables"]
+        schema_items = variables["schema"]["items"]
+        self.assertIn("enum", schema_items)
+        self.assertIn("http_proc_test_stat", schema_items["enum"])
+
+    def test_process_description_includes_x_openspp_statistics(self):
+        """Process description includes x-openspp-statistics extension."""
+        response = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics",
+            headers=self._gis_headers(),
+        )
+        data = response.json()
+        variables = data["inputs"]["variables"]
+        self.assertIn("x-openspp-statistics", variables)
+
+    # === Execution: invalid inputs ===
+
+    def test_execute_unknown_process_returns_404(self):
+        """POST /processes/nonexistent/execution returns 404."""
+        response = self.url_open(
+            f"{OGC_BASE}/processes/nonexistent/execution",
+            data=json.dumps({"inputs": {}}),
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(response.status_code, 404)
+
+    def test_execute_missing_geometry_returns_400(self):
+        """POST spatial-statistics without geometry returns 400."""
+        response = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps({"inputs": {}}),
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(response.status_code, 400)
+
+    def test_execute_bare_geometry_array_returns_400(self):
+        """POST spatial-statistics with bare geometry array returns 400."""
+        response = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps(
+                {
+                    "inputs": {
+                        "geometry": [
+                            {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]},
+                        ]
+                    }
+                }
+            ),
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(response.status_code, 400)
+
+    def test_execute_no_scope_returns_403(self):
+        """POST execution without gis scope returns 403."""
+        response = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps({"inputs": {"geometry": {"type": "Polygon", "coordinates": []}}}),
+            headers=self._no_gis_headers(),
+        )
+        self.assertEqual(response.status_code, 403)
+
+    # === Execution: async flow ===
+
+    def test_async_execution_returns_201(self):
+        """POST with Prefer: respond-async returns 201 with Location header."""
+        headers = self._gis_headers()
+        headers["Prefer"] = "respond-async"
+
+        response = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps(
+                {
+                    "inputs": {
+                        "geometry": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]},
+                    }
+                }
+            ),
+            headers=headers,
+        )
+        self.assertEqual(response.status_code, 201)
+        self.assertIn("Location", response.headers)
+        data = response.json()
+        self.assertIn("jobID", data)
+        self.assertEqual(data["status"], "accepted")
+
+    def test_forced_async_for_large_batch(self):
+        """Batch with >10 geometries forces async regardless of Prefer header."""
+        # Set threshold to 5 for testing
+        self.env["ir.config_parameter"].sudo().set_param("spp_gis.forced_async_threshold", "5")
+
+        geometries = [
+            {"id": f"g{i}", "value": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]}}
+            for i in range(6)
+        ]
+
+        response = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps({"inputs": {"geometry": geometries}}),
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(response.status_code, 201)
+        self.assertIn("Location", response.headers)
+
+    # === Jobs API ===
+
+    def test_list_jobs_empty(self):
+        """GET /jobs returns empty list when no jobs exist for client."""
+        response = self.url_open(f"{OGC_BASE}/jobs", headers=self._gis_headers())
+        self.assertEqual(response.status_code, 200)
+        data = response.json()
+        self.assertIn("jobs", data)
+
+    def test_job_scoping(self):
+        """Client A cannot see Client B's jobs."""
+        # Create a job via async execution for client A
+        headers_a = self._gis_headers()
+        headers_a["Prefer"] = "respond-async"
+        resp_a = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps(
+                {"inputs": {"geometry": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]}}}
+            ),
+            headers=headers_a,
+        )
+        self.assertEqual(resp_a.status_code, 201)
+        job_id = resp_a.json()["jobID"]
+
+        # Client A can see the job
+        resp_status_a = self.url_open(f"{OGC_BASE}/jobs/{job_id}", headers=self._gis_headers())
+        self.assertEqual(resp_status_a.status_code, 200)
+
+        # Client B cannot see it
+        resp_status_b = self.url_open(f"{OGC_BASE}/jobs/{job_id}", headers=self._other_headers())
+        self.assertEqual(resp_status_b.status_code, 404)
+
+    def test_job_status_not_found(self):
+        """GET /jobs/nonexistent returns 404."""
+        response = self.url_open(
+            f"{OGC_BASE}/jobs/00000000-0000-0000-0000-000000000000",
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(response.status_code, 404)
+
+    def test_job_results_not_ready(self):
+        """GET /jobs/{id}/results for non-successful job returns 404."""
+        # Create an async job (status=accepted)
+        headers = self._gis_headers()
+        headers["Prefer"] = "respond-async"
+        resp = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps(
+                {"inputs": {"geometry": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]}}}
+            ),
+            headers=headers,
+        )
+        job_id = resp.json()["jobID"]
+
+        # Results not available for accepted job
+        resp_results = self.url_open(
+            f"{OGC_BASE}/jobs/{job_id}/results",
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(resp_results.status_code, 404)
+
+    def test_dismiss_accepted_job(self):
+        """DELETE /jobs/{id} for accepted job returns 200 with dismissed status."""
+        headers = self._gis_headers()
+        headers["Prefer"] = "respond-async"
+        resp = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps(
+                {"inputs": {"geometry": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]}}}
+            ),
+            headers=headers,
+        )
+        job_id = resp.json()["jobID"]
+
+        # Dismiss the job
+        resp_delete = self.url_delete(
+            f"{OGC_BASE}/jobs/{job_id}",
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(resp_delete.status_code, 200)
+        data = resp_delete.json()
+        self.assertEqual(data.get("status"), "dismissed")
+
+    def test_dismiss_running_job_returns_409(self):
+        """DELETE /jobs/{id} for running job returns 409."""
+        # Create job and manually set to running
+        headers = self._gis_headers()
+        headers["Prefer"] = "respond-async"
+        resp = self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps(
+                {"inputs": {"geometry": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]}}}
+            ),
+            headers=headers,
+        )
+        job_id = resp.json()["jobID"]
+
+        # Manually set to running
+        job = self.env["spp.gis.process.job"].sudo().search([("job_id", "=", job_id)], limit=1)
+        job.status = "running"
+        self.env.cr.flush()
+
+        resp_delete = self.url_delete(
+            f"{OGC_BASE}/jobs/{job_id}",
+            headers=self._gis_headers(),
+        )
+        self.assertEqual(resp_delete.status_code, 409)
+
+    def test_list_jobs_with_status_filter(self):
+        """GET /jobs?status=accepted filters jobs."""
+        # Create a job
+        headers = self._gis_headers()
+        headers["Prefer"] = "respond-async"
+        self.url_open(
+            f"{OGC_BASE}/processes/spatial-statistics/execution",
+            data=json.dumps(
+                {"inputs": {"geometry": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]}}}
+            ),
+            headers=headers,
+        )
+
+        # Filter by accepted
+        resp = self.url_open(f"{OGC_BASE}/jobs?status=accepted", headers=self._gis_headers())
+        self.assertEqual(resp.status_code, 200)
+        data = resp.json()
+        for job in data["jobs"]:
+            self.assertEqual(job["status"], "accepted")
+
+    def test_list_jobs_invalid_status_returns_400(self):
+        """GET /jobs?status=invalid returns 400."""
+        resp = self.url_open(f"{OGC_BASE}/jobs?status=invalid", headers=self._gis_headers())
+        self.assertEqual(resp.status_code, 400)
+
+    # === Conformance ===
+
+    def test_conformance_includes_processes(self):
+        """GET /conformance includes Processes conformance classes."""
+        response = self.url_open(f"{OGC_BASE}/conformance", headers=self._gis_headers())
+        self.assertEqual(response.status_code, 200)
+        data = response.json()
+        conforms = data["conformsTo"]
+        self.assertIn("http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/core", conforms)
+
+    # === Landing page ===
+
+    def test_landing_page_includes_processes_link(self):
+        """Landing page includes link to processes."""
+        response = self.url_open(OGC_BASE, headers=self._gis_headers())
+        self.assertEqual(response.status_code, 200)
+        data = response.json()
+        link_rels = [link["rel"] for link in data["links"]]
+        self.assertIn("http://www.opengis.net/def/rel/ogc/1.0/processes", link_rels)

From d8a44e896e23f94d79caa8436ba73115e02e9844 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sat, 14 Mar 2026 16:06:57 +0700
Subject: [PATCH 23/70] fix: resolve test failures in OGC Processes tests

- Remove 'icon' field from test category creation (spp.metric.category
  does not have an icon field; Odoo 19 raises ValueError on unknown fields)
- Fix Odoo False-vs-None for empty Text fields: use `message or None`
  in _build_status_info to prevent Pydantic ValidationError when
  job.message is False instead of None
- Apply fix in both processes.py and jobs.py routers
---
 spp_api_v2_gis/models/process_job.py       | 18 ++++--------------
 spp_api_v2_gis/routers/jobs.py             |  2 +-
 spp_api_v2_gis/routers/processes.py        |  2 +-
 spp_api_v2_gis/tests/test_ogc_processes.py | 10 +---------
 4 files changed, 7 insertions(+), 25 deletions(-)

diff --git a/spp_api_v2_gis/models/process_job.py b/spp_api_v2_gis/models/process_job.py
index 3ad5e788..c83a7063 100644
--- a/spp_api_v2_gis/models/process_job.py
+++ b/spp_api_v2_gis/models/process_job.py
@@ -67,11 +67,7 @@ def dismiss(self):
                 }
             )
         elif self.status == "running":
-            raise UserError(
-                _(
-                    "Cannot dismiss a running job. Wait for it to finish or check back later."
-                )
-            )
+            raise UserError(_("Cannot dismiss a running job. Wait for it to finish or check back later."))
         else:
             # Terminal statuses: successful, failed, dismissed
             self.unlink()
@@ -190,13 +186,9 @@ def cron_cleanup_jobs(self):
         - Marks stale accepted/running jobs (older than 1 hour) as failed.
         """
         IrConfig = self.env["ir.config_parameter"].sudo()
-        retention_days = int(
-            IrConfig.get_param("spp_gis.job_retention_days", default=7)
-        )
+        retention_days = int(IrConfig.get_param("spp_gis.job_retention_days", default=7))
 
-        cutoff_date = fields.Datetime.subtract(
-            fields.Datetime.now(), days=retention_days
-        )
+        cutoff_date = fields.Datetime.subtract(fields.Datetime.now(), days=retention_days)
         stale_cutoff = fields.Datetime.subtract(fields.Datetime.now(), hours=1)
 
         # Mark stale in-progress jobs as failed first (before deletion cutoff)
@@ -207,9 +199,7 @@ def cron_cleanup_jobs(self):
             ]
         )
         if stale_jobs:
-            _logger.info(
-                "Marking %d stale GIS process jobs as failed", len(stale_jobs)
-            )
+            _logger.info("Marking %d stale GIS process jobs as failed", len(stale_jobs))
             stale_jobs.write(
                 {
                     "status": "failed",
diff --git a/spp_api_v2_gis/routers/jobs.py b/spp_api_v2_gis/routers/jobs.py
index dbdda849..9816fb8e 100644
--- a/spp_api_v2_gis/routers/jobs.py
+++ b/spp_api_v2_gis/routers/jobs.py
@@ -57,7 +57,7 @@ def _build_status_info(job, base_url=""):
         jobID=job.job_id,
         processID=job.process_id,
         status=job.status,
-        message=job.message,
+        message=job.message or None,
         created=job.create_date.isoformat() if job.create_date else None,
         started=job.started_at.isoformat() if job.started_at else None,
         finished=job.finished_at.isoformat() if job.finished_at else None,
diff --git a/spp_api_v2_gis/routers/processes.py b/spp_api_v2_gis/routers/processes.py
index 481c1dd9..2aee5a1b 100644
--- a/spp_api_v2_gis/routers/processes.py
+++ b/spp_api_v2_gis/routers/processes.py
@@ -70,7 +70,7 @@ def _build_status_info(job, base_url=""):
         jobID=job.job_id,
         processID=job.process_id,
         status=job.status,
-        message=job.message,
+        message=job.message or None,
         created=job.create_date.isoformat() if job.create_date else None,
         started=job.started_at.isoformat() if job.started_at else None,
         finished=job.finished_at.isoformat() if job.finished_at else None,
diff --git a/spp_api_v2_gis/tests/test_ogc_processes.py b/spp_api_v2_gis/tests/test_ogc_processes.py
index 1efdd036..4bccb5aa 100644
--- a/spp_api_v2_gis/tests/test_ogc_processes.py
+++ b/spp_api_v2_gis/tests/test_ogc_processes.py
@@ -35,7 +35,6 @@ def setUpClass(cls):
                 {
                     "name": "Test Process Category",
                     "code": "test_proc_category",
-                    "icon": "fa-cog",
                     "sequence": 50,
                 }
             )
@@ -142,7 +141,6 @@ def test_x_openspp_statistics_extension(self):
         test_cats = [c for c in categories if c["code"] == "test_proc_category"]
         self.assertEqual(len(test_cats), 1)
         self.assertEqual(test_cats[0]["name"], "Test Process Category")
-        self.assertEqual(test_cats[0]["icon"], "fa-cog")
 
         # Category should contain our indicator
         stat_names = [s["name"] for s in test_cats[0]["statistics"]]
@@ -534,13 +532,7 @@ def setUpClass(cls):
         Category = cls.env["spp.metric.category"]
         cls.test_category = Category.search([("code", "=", "http_proc_cat")], limit=1)
         if not cls.test_category:
-            cls.test_category = Category.create(
-                {
-                    "name": "HTTP Proc Category",
-                    "code": "http_proc_cat",
-                    "sequence": 60,
-                }
-            )
+            cls.test_category = Category.create({"name": "HTTP Proc Category", "code": "http_proc_cat", "sequence": 60})
 
         cls.cel_variable = cls.env["spp.cel.variable"].create(
             {

From ae741c5eb840284f2e7075f1f4f56b04f5573b1e Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sat, 14 Mar 2026 16:14:35 +0700
Subject: [PATCH 24/70] refactor: address code review findings for OGC
 Processes

- Restrict ACL: base.group_user gets read-only, base.group_system gets
  full CRUD (routers use sudo() for all mutations)
- Add UNIQUE constraint on job_id field
- Sanitize exception messages in job records to prevent leaking internals
- Extract shared helpers (_helpers.py): build_status_info, check_gis_scope,
  get_base_url used by both processes and jobs routers
- Extract process execution logic (process_execution.py): run_spatial_statistics,
  run_proximity_statistics used by both sync (router) and async (model) paths
- Add safe int parsing for ir.config_parameter values with fallback defaults
- Use SPATIAL_STATISTICS/PROXIMITY_STATISTICS constants instead of string literals
---
 spp_api_v2_gis/models/process_job.py         |  76 ++---------
 spp_api_v2_gis/routers/_helpers.py           |  51 ++++++++
 spp_api_v2_gis/routers/jobs.py               |  62 ++-------
 spp_api_v2_gis/routers/processes.py          | 127 ++++---------------
 spp_api_v2_gis/security/ir.model.access.csv  |   3 +-
 spp_api_v2_gis/services/__init__.py          |   1 +
 spp_api_v2_gis/services/process_execution.py |  59 +++++++++
 spp_api_v2_gis/tests/test_ogc_processes.py   |   2 +-
 8 files changed, 165 insertions(+), 216 deletions(-)
 create mode 100644 spp_api_v2_gis/routers/_helpers.py
 create mode 100644 spp_api_v2_gis/services/process_execution.py

diff --git a/spp_api_v2_gis/models/process_job.py b/spp_api_v2_gis/models/process_job.py
index c83a7063..f7a68cdf 100644
--- a/spp_api_v2_gis/models/process_job.py
+++ b/spp_api_v2_gis/models/process_job.py
@@ -51,6 +51,10 @@ class GisProcessJob(models.Model):
         help="Job worker UUID for tracking the background job",
     )
 
+    _sql_constraints = [
+        ("job_id_unique", "UNIQUE(job_id)", "Job ID must be unique"),
+    ]
+
     def dismiss(self):
         """Dismiss a job.
 
@@ -89,16 +93,17 @@ def execute_process(self):
         )
 
         try:
-            # Lazy import to avoid circular imports
+            # Lazy imports to avoid circular imports
+            from ..services.process_execution import run_proximity_statistics, run_spatial_statistics
             from ..services.spatial_query_service import SpatialQueryService
 
             service = SpatialQueryService(self.env)
             inputs = self.inputs or {}
 
             if self.process_id == "spatial-statistics":
-                results = self._execute_spatial_statistics(service, inputs)
+                results = run_spatial_statistics(service, inputs)
             elif self.process_id == "proximity-statistics":
-                results = self._execute_proximity_statistics(service, inputs)
+                results = run_proximity_statistics(service, inputs)
             else:
                 raise ValueError(f"Unknown process_id: {self.process_id!r}")
 
@@ -110,72 +115,16 @@ def execute_process(self):
                 }
             )
 
-        except Exception as e:
+        except Exception:
             _logger.exception("GIS process job %s failed", self.job_id)
             self.write(
                 {
                     "status": "failed",
                     "finished_at": fields.Datetime.now(),
-                    "message": str(e),
+                    "message": "Process execution failed. Check server logs for details.",
                 }
             )
 
-    def _execute_spatial_statistics(self, service, inputs):
-        """Execute the spatial-statistics process.
-
-        Args:
-            service: SpatialQueryService instance
-            inputs: Parsed job inputs dict
-
-        Returns:
-            dict: Results without registrant_ids
-        """
-        geometry = inputs.get("geometry")
-        filters = inputs.get("filters")
-        variables = inputs.get("variables")
-
-        if isinstance(geometry, list):
-            # Batch mode: geometry is a list of {id, value} dicts
-            geometries = [{"id": g["id"], "geometry": g["value"]} for g in geometry]
-            results = service.query_statistics_batch(
-                geometries=geometries,
-                filters=filters,
-                variables=variables,
-            )
-            # Remove registrant_ids from per-geometry results if present
-            for item in results.get("results", []):
-                item.pop("registrant_ids", None)
-        else:
-            # Single geometry mode
-            results = service.query_statistics(
-                geometry=geometry,
-                filters=filters,
-                variables=variables,
-            )
-            results.pop("registrant_ids", None)
-
-        return results
-
-    def _execute_proximity_statistics(self, service, inputs):
-        """Execute the proximity-statistics process.
-
-        Args:
-            service: SpatialQueryService instance
-            inputs: Parsed job inputs dict
-
-        Returns:
-            dict: Results without registrant_ids
-        """
-        results = service.query_proximity(
-            reference_points=inputs["reference_points"],
-            radius_km=inputs["radius_km"],
-            relation=inputs.get("relation", "within"),
-            filters=inputs.get("filters"),
-            variables=inputs.get("variables"),
-        )
-        results.pop("registrant_ids", None)
-        return results
-
     @api.model
     def cron_cleanup_jobs(self):
         """Clean up old and stale jobs.
@@ -186,7 +135,10 @@ def cron_cleanup_jobs(self):
         - Marks stale accepted/running jobs (older than 1 hour) as failed.
         """
         IrConfig = self.env["ir.config_parameter"].sudo()
-        retention_days = int(IrConfig.get_param("spp_gis.job_retention_days", default=7))
+        try:
+            retention_days = int(IrConfig.get_param("spp_gis.job_retention_days", default=7))
+        except (ValueError, TypeError):
+            retention_days = 7
 
         cutoff_date = fields.Datetime.subtract(fields.Datetime.now(), days=retention_days)
         stale_cutoff = fields.Datetime.subtract(fields.Datetime.now(), hours=1)
diff --git a/spp_api_v2_gis/routers/_helpers.py b/spp_api_v2_gis/routers/_helpers.py
new file mode 100644
index 00000000..56f93a5f
--- /dev/null
+++ b/spp_api_v2_gis/routers/_helpers.py
@@ -0,0 +1,51 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Shared helpers for GIS OGC API routers."""
+
+from fastapi import HTTPException, Request, status
+
+from ..schemas.processes import StatusInfo
+
+
+def check_gis_scope(api_client):
+    """Verify client has gis:read or statistics:read scope."""
+    if not (api_client.has_scope("gis", "read") or api_client.has_scope("statistics", "read")):
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Client does not have gis:read or statistics:read scope",
+        )
+
+
+def get_base_url(request: Request) -> str:
+    """Extract base URL for self-referencing links."""
+    url = str(request.base_url).rstrip("/")
+    return f"{url}/api/v2/spp"
+
+
+def build_status_info(job, base_url=""):
+    """Build a StatusInfo from a spp.gis.process.job record.
+
+    Handles Odoo's False-for-empty convention on Text fields by
+    coercing falsy values to None for Pydantic compatibility.
+    """
+    links = []
+    ogc_base = f"{base_url}/gis/ogc" if base_url else ""
+
+    if ogc_base:
+        links.append({"href": f"{ogc_base}/jobs/{job.job_id}", "rel": "self", "type": "application/json"})
+        if job.status == "successful":
+            links.append(
+                {"href": f"{ogc_base}/jobs/{job.job_id}/results", "rel": "results", "type": "application/json"}
+            )
+
+    return StatusInfo(
+        jobID=job.job_id,
+        processID=job.process_id,
+        status=job.status,
+        message=job.message or None,
+        created=job.create_date.isoformat() if job.create_date else None,
+        started=job.started_at.isoformat() if job.started_at else None,
+        finished=job.finished_at.isoformat() if job.finished_at else None,
+        updated=job.write_date.isoformat() if job.write_date else None,
+        progress=job.progress,
+        links=links,
+    )
diff --git a/spp_api_v2_gis/routers/jobs.py b/spp_api_v2_gis/routers/jobs.py
index 9816fb8e..2a2df448 100644
--- a/spp_api_v2_gis/routers/jobs.py
+++ b/spp_api_v2_gis/routers/jobs.py
@@ -20,53 +20,13 @@
 from fastapi import APIRouter, Depends, HTTPException, Path, Query, Request, status
 
 from ..schemas.processes import JobList, StatusInfo
+from ._helpers import build_status_info, check_gis_scope, get_base_url
 
 _logger = logging.getLogger(__name__)
 
 jobs_router = APIRouter(tags=["GIS - OGC API Processes"], prefix="/gis/ogc")
 
 
-def _check_gis_scope(api_client):
-    """Verify client has gis:read or statistics:read scope."""
-    if not (api_client.has_scope("gis", "read") or api_client.has_scope("statistics", "read")):
-        raise HTTPException(
-            status_code=status.HTTP_403_FORBIDDEN,
-            detail="Client does not have gis:read or statistics:read scope",
-        )
-
-
-def _get_base_url(request: Request) -> str:
-    """Extract base URL for self-referencing links."""
-    url = str(request.base_url).rstrip("/")
-    return f"{url}/api/v2/spp"
-
-
-def _build_status_info(job, base_url=""):
-    """Build a StatusInfo from a spp.gis.process.job record."""
-    links = []
-    ogc_base = f"{base_url}/gis/ogc" if base_url else ""
-
-    if ogc_base:
-        links.append({"href": f"{ogc_base}/jobs/{job.job_id}", "rel": "self", "type": "application/json"})
-        if job.status == "successful":
-            links.append(
-                {"href": f"{ogc_base}/jobs/{job.job_id}/results", "rel": "results", "type": "application/json"}
-            )
-
-    return StatusInfo(
-        jobID=job.job_id,
-        processID=job.process_id,
-        status=job.status,
-        message=job.message or None,
-        created=job.create_date.isoformat() if job.create_date else None,
-        started=job.started_at.isoformat() if job.started_at else None,
-        finished=job.finished_at.isoformat() if job.finished_at else None,
-        updated=job.write_date.isoformat() if job.write_date else None,
-        progress=job.progress,
-        links=links,
-    )
-
-
 def _get_job_or_404(env, job_id, api_client):
     """Look up a job record scoped to the authenticated client."""
     # nosemgrep: odoo-sudo-without-context
@@ -106,7 +66,7 @@ async def list_jobs(
     limit: Annotated[int, Query(ge=1, le=1000, description="Maximum jobs to return")] = 100,
 ):
     """List jobs scoped to the authenticated client."""
-    _check_gis_scope(api_client)
+    check_gis_scope(api_client)
 
     domain = [("client_id", "=", api_client.id)]
     if status_filter:
@@ -121,8 +81,8 @@ async def list_jobs(
     # nosemgrep: odoo-sudo-without-context
     jobs = env["spp.gis.process.job"].sudo().search(domain, limit=limit, order="create_date desc")
 
-    base_url = _get_base_url(request)
-    return JobList(jobs=[_build_status_info(j, base_url) for j in jobs])
+    base_url = get_base_url(request)
+    return JobList(jobs=[build_status_info(j, base_url) for j in jobs])
 
 
 @jobs_router.get(
@@ -139,11 +99,11 @@ async def get_job_status(
     api_client: Annotated[dict, Depends(get_authenticated_client)],
 ):
     """Get job status, scoped to authenticated client."""
-    _check_gis_scope(api_client)
+    check_gis_scope(api_client)
 
     job = _get_job_or_404(env, job_id, api_client)
-    base_url = _get_base_url(request)
-    return _build_status_info(job, base_url)
+    base_url = get_base_url(request)
+    return build_status_info(job, base_url)
 
 
 @jobs_router.get(
@@ -160,7 +120,7 @@ async def get_job_results(
 
     Only available when job status is 'successful'.
     """
-    _check_gis_scope(api_client)
+    check_gis_scope(api_client)
 
     job = _get_job_or_404(env, job_id, api_client)
 
@@ -191,7 +151,7 @@ async def dismiss_job(
     For running jobs: returns 409 Conflict.
     For terminal jobs: deletes the record.
     """
-    _check_gis_scope(api_client)
+    check_gis_scope(api_client)
 
     job = _get_job_or_404(env, job_id, api_client)
 
@@ -201,8 +161,8 @@ async def dismiss_job(
 
         if was_accepted:
             # Job was dismissed, return updated status
-            base_url = _get_base_url(request)
-            return _build_status_info(job, base_url)
+            base_url = get_base_url(request)
+            return build_status_info(job, base_url)
 
         # Job was deleted (terminal status)
         return {"message": "Job deleted"}
diff --git a/spp_api_v2_gis/routers/processes.py b/spp_api_v2_gis/routers/processes.py
index 2aee5a1b..afa06eed 100644
--- a/spp_api_v2_gis/routers/processes.py
+++ b/spp_api_v2_gis/routers/processes.py
@@ -25,10 +25,16 @@
     ProcessDescription,
     ProcessList,
     ProcessSummary,
-    StatusInfo,
 )
-from ..services.process_registry import VALID_PROCESS_IDS, ProcessRegistry
+from ..services.process_execution import run_proximity_statistics, run_spatial_statistics
+from ..services.process_registry import (
+    PROXIMITY_STATISTICS,
+    SPATIAL_STATISTICS,
+    VALID_PROCESS_IDS,
+    ProcessRegistry,
+)
 from ..services.spatial_query_service import SpatialQueryService
+from ._helpers import build_status_info, check_gis_scope, get_base_url
 
 _logger = logging.getLogger(__name__)
 
@@ -39,47 +45,6 @@
 _MAX_GEOMETRIES = 100
 
 
-def _check_gis_scope(api_client):
-    """Verify client has gis:read or statistics:read scope."""
-    if not (api_client.has_scope("gis", "read") or api_client.has_scope("statistics", "read")):
-        raise HTTPException(
-            status_code=status.HTTP_403_FORBIDDEN,
-            detail="Client does not have gis:read or statistics:read scope",
-        )
-
-
-def _get_base_url(request: Request) -> str:
-    """Extract base URL for self-referencing links."""
-    url = str(request.base_url).rstrip("/")
-    return f"{url}/api/v2/spp"
-
-
-def _build_status_info(job, base_url=""):
-    """Build a StatusInfo dict from a spp.gis.process.job record."""
-    links = []
-    ogc_base = f"{base_url}/gis/ogc" if base_url else ""
-
-    if ogc_base:
-        links.append({"href": f"{ogc_base}/jobs/{job.job_id}", "rel": "self", "type": "application/json"})
-        if job.status == "successful":
-            links.append(
-                {"href": f"{ogc_base}/jobs/{job.job_id}/results", "rel": "results", "type": "application/json"}
-            )
-
-    return StatusInfo(
-        jobID=job.job_id,
-        processID=job.process_id,
-        status=job.status,
-        message=job.message or None,
-        created=job.create_date.isoformat() if job.create_date else None,
-        started=job.started_at.isoformat() if job.started_at else None,
-        finished=job.finished_at.isoformat() if job.finished_at else None,
-        updated=job.write_date.isoformat() if job.write_date else None,
-        progress=job.progress,
-        links=links,
-    )
-
-
 @processes_router.get(
     "/processes",
     response_model=ProcessList,
@@ -91,7 +56,7 @@ async def list_processes(
     api_client: Annotated[dict, Depends(get_authenticated_client)],
 ):
     """List all available OGC processes."""
-    _check_gis_scope(api_client)
+    check_gis_scope(api_client)
 
     registry = ProcessRegistry(env)
     process_dicts = registry.list_processes()
@@ -112,7 +77,7 @@ async def get_process_description(
     api_client: Annotated[dict, Depends(get_authenticated_client)],
 ):
     """Get full process description with input/output schemas."""
-    _check_gis_scope(api_client)
+    check_gis_scope(api_client)
 
     registry = ProcessRegistry(env)
     description = registry.get_process(process_id)
@@ -147,7 +112,7 @@ async def execute_process(
     Batch requests with more than the configured threshold of geometries
     are automatically forced to async.
     """
-    _check_gis_scope(api_client)
+    check_gis_scope(api_client)
 
     # Validate process ID
     if process_id not in VALID_PROCESS_IDS:
@@ -162,20 +127,23 @@ async def execute_process(
     wants_async = prefer and "respond-async" in prefer
     forced_async = False
 
-    if process_id == "spatial-statistics":
+    if process_id == SPATIAL_STATISTICS:
         _validate_spatial_statistics_inputs(inputs)
         geometry = inputs.get("geometry")
         if isinstance(geometry, list):
             # Get forced async threshold
             # nosemgrep: odoo-sudo-without-context
-            threshold = int(
-                env["ir.config_parameter"]
-                .sudo()
-                .get_param("spp_gis.forced_async_threshold", _DEFAULT_FORCED_ASYNC_THRESHOLD)
-            )
+            try:
+                threshold = int(
+                    env["ir.config_parameter"]
+                    .sudo()
+                    .get_param("spp_gis.forced_async_threshold", _DEFAULT_FORCED_ASYNC_THRESHOLD)
+                )
+            except (ValueError, TypeError):
+                threshold = _DEFAULT_FORCED_ASYNC_THRESHOLD
             if len(geometry) > threshold:
                 forced_async = True
-    elif process_id == "proximity-statistics":
+    elif process_id == PROXIMITY_STATISTICS:
         _validate_proximity_statistics_inputs(inputs)
 
     use_async = wants_async or forced_async
@@ -270,10 +238,10 @@ def _execute_sync(env, process_id, inputs):
     service = SpatialQueryService(env)
 
     try:
-        if process_id == "spatial-statistics":
-            result = _run_spatial_statistics(service, inputs)
+        if process_id == SPATIAL_STATISTICS:
+            result = run_spatial_statistics(service, inputs)
         else:
-            result = _run_proximity_statistics(service, inputs)
+            result = run_proximity_statistics(service, inputs)
 
         return result
 
@@ -317,8 +285,8 @@ def _execute_async(env, api_client, process_id, inputs, request):
     ).execute_process()
     job.job_uuid = delayed.uuid
 
-    base_url = _get_base_url(request)
-    status_info = _build_status_info(job, base_url)
+    base_url = get_base_url(request)
+    status_info = build_status_info(job, base_url)
 
     return Response(
         content=status_info.model_dump_json(by_alias=True, exclude_none=True),
@@ -328,46 +296,3 @@ def _execute_async(env, api_client, process_id, inputs, request):
             "Location": f"{base_url}/gis/ogc/jobs/{job_id}",
         },
     )
-
-
-def _run_spatial_statistics(service, inputs):
-    """Run spatial-statistics process and return results."""
-    geometry = inputs.get("geometry")
-    filters = inputs.get("filters")
-    variables = inputs.get("variables")
-
-    if isinstance(geometry, list):
-        # Batch mode
-        geometries = [{"id": g["id"], "geometry": g["value"]} for g in geometry]
-        result = service.query_statistics_batch(
-            geometries=geometries,
-            filters=filters,
-            variables=variables,
-        )
-        # Remove registrant_ids from per-geometry results
-        for item in result.get("results", []):
-            item.pop("registrant_ids", None)
-        return result
-
-    # Single geometry mode
-    result = service.query_statistics(
-        geometry=geometry,
-        filters=filters,
-        variables=variables,
-    )
-    result.pop("registrant_ids", None)
-    return result
-
-
-def _run_proximity_statistics(service, inputs):
-    """Run proximity-statistics process and return results."""
-    reference_points = inputs["reference_points"]
-    result = service.query_proximity(
-        reference_points=reference_points,
-        radius_km=inputs["radius_km"],
-        relation=inputs.get("relation", "within"),
-        filters=inputs.get("filters"),
-        variables=inputs.get("variables"),
-    )
-    result.pop("registrant_ids", None)
-    return result
diff --git a/spp_api_v2_gis/security/ir.model.access.csv b/spp_api_v2_gis/security/ir.model.access.csv
index 4a17d9b2..52267210 100644
--- a/spp_api_v2_gis/security/ir.model.access.csv
+++ b/spp_api_v2_gis/security/ir.model.access.csv
@@ -1,2 +1,3 @@
 id,name,model_id:id,group_id:id,perm_read,perm_write,perm_create,perm_unlink
-access_spp_gis_process_job,spp.gis.process.job,model_spp_gis_process_job,base.group_user,1,1,1,1
+access_spp_gis_process_job_user,spp.gis.process.job user,model_spp_gis_process_job,base.group_user,1,0,0,0
+access_spp_gis_process_job_admin,spp.gis.process.job admin,model_spp_gis_process_job,base.group_system,1,1,1,1
diff --git a/spp_api_v2_gis/services/__init__.py b/spp_api_v2_gis/services/__init__.py
index ac22b9d4..8304fab1 100644
--- a/spp_api_v2_gis/services/__init__.py
+++ b/spp_api_v2_gis/services/__init__.py
@@ -3,6 +3,7 @@
 from . import export_service
 from . import layers_service
 from . import ogc_service
+from . import process_execution
 from . import process_registry
 from . import qml_template_service
 from . import spatial_query_service
diff --git a/spp_api_v2_gis/services/process_execution.py b/spp_api_v2_gis/services/process_execution.py
new file mode 100644
index 00000000..34bab728
--- /dev/null
+++ b/spp_api_v2_gis/services/process_execution.py
@@ -0,0 +1,59 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Process execution logic shared between sync (router) and async (model) paths."""
+
+
+def run_spatial_statistics(service, inputs):
+    """Run spatial-statistics process and return results.
+
+    Args:
+        service: SpatialQueryService instance
+        inputs: Validated process inputs dict
+
+    Returns:
+        dict: Statistics results (registrant_ids stripped)
+    """
+    geometry = inputs.get("geometry")
+    filters = inputs.get("filters")
+    variables = inputs.get("variables")
+
+    if isinstance(geometry, list):
+        # Batch mode: geometry is a list of {id, value} dicts
+        geometries = [{"id": g["id"], "geometry": g["value"]} for g in geometry]
+        result = service.query_statistics_batch(
+            geometries=geometries,
+            filters=filters,
+            variables=variables,
+        )
+        for item in result.get("results", []):
+            item.pop("registrant_ids", None)
+        return result
+
+    # Single geometry mode
+    result = service.query_statistics(
+        geometry=geometry,
+        filters=filters,
+        variables=variables,
+    )
+    result.pop("registrant_ids", None)
+    return result
+
+
+def run_proximity_statistics(service, inputs):
+    """Run proximity-statistics process and return results.
+
+    Args:
+        service: SpatialQueryService instance
+        inputs: Validated process inputs dict
+
+    Returns:
+        dict: Proximity statistics results (registrant_ids stripped)
+    """
+    result = service.query_proximity(
+        reference_points=inputs["reference_points"],
+        radius_km=inputs["radius_km"],
+        relation=inputs.get("relation", "within"),
+        filters=inputs.get("filters"),
+        variables=inputs.get("variables"),
+    )
+    result.pop("registrant_ids", None)
+    return result
diff --git a/spp_api_v2_gis/tests/test_ogc_processes.py b/spp_api_v2_gis/tests/test_ogc_processes.py
index 4bccb5aa..3405c5e9 100644
--- a/spp_api_v2_gis/tests/test_ogc_processes.py
+++ b/spp_api_v2_gis/tests/test_ogc_processes.py
@@ -336,7 +336,7 @@ def test_execute_process_unknown_process(self):
         job.execute_process()
 
         self.assertEqual(job.status, "failed")
-        self.assertIn("Unknown process_id", job.message)
+        self.assertIn("Process execution failed", job.message)
 
 
 class TestOGCConformanceUpdated(TransactionCase):

From 6bd1c58a809098d7e4c5809753018c94f90b42bd Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sat, 14 Mar 2026 16:25:56 +0700
Subject: [PATCH 25/70] feat(spp_api_v2_gis): implement QGIS plugin team
 recommendations for OGC Processes

Address consumer feedback from the QGIS plugin team:

- Always include geometries_failed in batch summary responses (#1)
- Always populate computed_at with current UTC timestamp, even for empty results (#2)
- Add Retry-After: 5 header to async 201 responses and in-progress job status (#3/#8)
- Track batch progress per-geometry via on_progress callback in job execution (#4)
- Add x-openspp-batch-limit: 100 extension to spatial-statistics process description (#5)
---
 spp_api_v2_gis/models/process_job.py          | 32 ++++++++++++++++++-
 spp_api_v2_gis/routers/jobs.py                | 15 +++++++--
 spp_api_v2_gis/routers/processes.py           |  1 +
 spp_api_v2_gis/services/process_registry.py   |  1 +
 .../services/spatial_query_service.py         | 14 ++++++--
 5 files changed, 57 insertions(+), 6 deletions(-)

diff --git a/spp_api_v2_gis/models/process_job.py b/spp_api_v2_gis/models/process_job.py
index f7a68cdf..6fea9979 100644
--- a/spp_api_v2_gis/models/process_job.py
+++ b/spp_api_v2_gis/models/process_job.py
@@ -82,6 +82,8 @@ def execute_process(self):
         This method is called by the job worker. It runs the appropriate
         SpatialQueryService method based on process_id, stores the results,
         and updates the job status accordingly.
+
+        For batch spatial-statistics requests, progress is updated per geometry.
         """
         self.ensure_one()
 
@@ -101,7 +103,11 @@ def execute_process(self):
             inputs = self.inputs or {}
 
             if self.process_id == "spatial-statistics":
-                results = run_spatial_statistics(service, inputs)
+                geometry = inputs.get("geometry")
+                if isinstance(geometry, list) and len(geometry) > 1:
+                    results = self._execute_batch_with_progress(service, inputs)
+                else:
+                    results = run_spatial_statistics(service, inputs)
             elif self.process_id == "proximity-statistics":
                 results = run_proximity_statistics(service, inputs)
             else:
@@ -111,6 +117,7 @@ def execute_process(self):
                 {
                     "status": "successful",
                     "finished_at": fields.Datetime.now(),
+                    "progress": 100,
                     "results": results,
                 }
             )
@@ -125,6 +132,29 @@ def execute_process(self):
                 }
             )
 
+    def _execute_batch_with_progress(self, service, inputs):
+        """Execute batch spatial-statistics with per-geometry progress updates.
+
+        Calls the service's batch method with a progress callback so that
+        the job record is updated after each geometry is processed.
+        """
+        geometry = inputs["geometry"]
+        geometries = [{"id": g["id"], "geometry": g["value"]} for g in geometry]
+        total = len(geometries)
+
+        def on_progress(completed):
+            self.write({"progress": int(completed / total * 100)})
+
+        result = service.query_statistics_batch(
+            geometries=geometries,
+            filters=inputs.get("filters"),
+            variables=inputs.get("variables"),
+            on_progress=on_progress,
+        )
+        for item in result.get("results", []):
+            item.pop("registrant_ids", None)
+        return result
+
     @api.model
     def cron_cleanup_jobs(self):
         """Clean up old and stale jobs.
diff --git a/spp_api_v2_gis/routers/jobs.py b/spp_api_v2_gis/routers/jobs.py
index 2a2df448..db7c3d16 100644
--- a/spp_api_v2_gis/routers/jobs.py
+++ b/spp_api_v2_gis/routers/jobs.py
@@ -17,7 +17,7 @@
 from odoo.addons.fastapi.dependencies import odoo_env
 from odoo.addons.spp_api_v2.middleware.auth import get_authenticated_client
 
-from fastapi import APIRouter, Depends, HTTPException, Path, Query, Request, status
+from fastapi import APIRouter, Depends, HTTPException, Path, Query, Request, Response, status
 
 from ..schemas.processes import JobList, StatusInfo
 from ._helpers import build_status_info, check_gis_scope, get_base_url
@@ -103,7 +103,18 @@ async def get_job_status(
 
     job = _get_job_or_404(env, job_id, api_client)
     base_url = get_base_url(request)
-    return build_status_info(job, base_url)
+    status_info = build_status_info(job, base_url)
+
+    # Add Retry-After header for in-progress jobs to guide client polling
+    if job.status in ("accepted", "running"):
+        return Response(
+            content=status_info.model_dump_json(by_alias=True, exclude_none=True),
+            status_code=200,
+            media_type="application/json",
+            headers={"Retry-After": "5"},
+        )
+
+    return status_info
 
 
 @jobs_router.get(
diff --git a/spp_api_v2_gis/routers/processes.py b/spp_api_v2_gis/routers/processes.py
index afa06eed..47805422 100644
--- a/spp_api_v2_gis/routers/processes.py
+++ b/spp_api_v2_gis/routers/processes.py
@@ -294,5 +294,6 @@ def _execute_async(env, api_client, process_id, inputs, request):
         media_type="application/json",
         headers={
             "Location": f"{base_url}/gis/ogc/jobs/{job_id}",
+            "Retry-After": "5",
         },
     )
diff --git a/spp_api_v2_gis/services/process_registry.py b/spp_api_v2_gis/services/process_registry.py
index 7a2bbba3..281e6a0b 100644
--- a/spp_api_v2_gis/services/process_registry.py
+++ b/spp_api_v2_gis/services/process_registry.py
@@ -140,6 +140,7 @@ def _build_spatial_statistics_description(self):
             ),
             "version": "1.0.0",
             "jobControlOptions": ["sync-execute", "async-execute", "dismiss"],
+            "x-openspp-batch-limit": 100,
             "inputs": {
                 "geometry": {
                     "title": "Query Geometry",
diff --git a/spp_api_v2_gis/services/spatial_query_service.py b/spp_api_v2_gis/services/spatial_query_service.py
index a538f9bf..f941f66c 100644
--- a/spp_api_v2_gis/services/spatial_query_service.py
+++ b/spp_api_v2_gis/services/spatial_query_service.py
@@ -3,6 +3,7 @@
 
 import json
 import logging
+from datetime import UTC, datetime
 
 from odoo.addons.spp_aggregation.services import build_explicit_scope
 
@@ -30,7 +31,7 @@ def __init__(self, env):
         """
         self.env = env
 
-    def query_statistics_batch(self, geometries, filters=None, variables=None):
+    def query_statistics_batch(self, geometries, filters=None, variables=None, on_progress=None):
         """Execute spatial query for multiple geometries.
 
         Queries each geometry individually and computes an aggregate summary.
@@ -39,6 +40,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None):
             geometries: List of dicts with 'id' and 'geometry' keys
             filters: Additional filters for registrants (dict)
             variables: List of statistic names to compute
+            on_progress: Optional callback(completed_count) called after each geometry
 
         Returns:
             dict: Batch results with per-geometry results and summary
@@ -47,6 +49,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None):
         """
         results = []
         all_registrant_ids = set()
+        geometries_failed = 0
 
         for item in geometries:
             geometry_id = item["id"]
@@ -76,6 +79,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None):
                 )
             except Exception as e:
                 _logger.warning("Batch query failed for geometry '%s': %s", geometry_id, e)
+                geometries_failed += 1
                 results.append(
                     {
                         "id": geometry_id,
@@ -89,6 +93,9 @@ def query_statistics_batch(self, geometries, filters=None, variables=None):
                     }
                 )
 
+            if on_progress:
+                on_progress(len(results))
+
         # Compute summary by aggregating unique registrants with metadata
         summary_stats_with_metadata = {"statistics": {}}
         if all_registrant_ids:
@@ -97,6 +104,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None):
         summary = {
             "total_count": len(all_registrant_ids),
             "geometries_queried": len(geometries),
+            "geometries_failed": geometries_failed,
             "statistics": summary_stats_with_metadata.get("statistics", {}),
             "access_level": summary_stats_with_metadata.get("access_level"),
             "from_cache": summary_stats_with_metadata.get("from_cache", False),
@@ -327,7 +335,7 @@ def _compute_statistics(self, registrant_ids, variables):
                 "statistics": self._get_empty_statistics(),
                 "access_level": None,
                 "from_cache": False,
-                "computed_at": None,
+                "computed_at": datetime.now(UTC).isoformat(),
             }
 
         if "spp.aggregation.service" not in self.env:
@@ -368,7 +376,7 @@ def _compute_via_aggregation_service(self, registrant_ids, variables):
                 "statistics": {},
                 "access_level": None,
                 "from_cache": False,
-                "computed_at": None,
+                "computed_at": datetime.now(UTC).isoformat(),
             }
 
         # Call AggregationService (no sudo - let service determine access level from calling user)

From d3fc51af864e2564dcda3345200b16045935d8ac Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sat, 14 Mar 2026 22:22:21 +0700
Subject: [PATCH 26/70] fix(spp_api_v2_gis): resolve async job ACL failure and
 simplify code

The job worker executes as the user_id stored on queue.job, which
defaults to the public/API user. This user lacks write ACLs on
spp.gis.process.job, causing all async jobs to fail.

Fix: use sudo() inside execute_process() since it is a background
system task that needs to update its own status regardless of the
enqueuing user.

Also applies /simplify code review findings:
- Extract shared constants (MAX_BATCH_GEOMETRIES, RETRY_AFTER_SECONDS)
- Add on_progress param to run_spatial_statistics, removing the
  duplicate _execute_batch_with_progress method
- Throttle progress DB writes to only fire on integer pct change
- Extract build_status_response helper to reduce duplication
- Grant base.group_user write/create on spp.gis.process.job (defense
  in depth for internal users)
---
 spp_api_v2_gis/models/process_job.py         | 49 ++++++++++----------
 spp_api_v2_gis/routers/_helpers.py           | 21 ++++++++-
 spp_api_v2_gis/routers/jobs.py               | 11 ++---
 spp_api_v2_gis/routers/processes.py          | 10 ++--
 spp_api_v2_gis/services/process_execution.py |  4 +-
 spp_api_v2_gis/services/process_registry.py  | 12 +++--
 6 files changed, 64 insertions(+), 43 deletions(-)

diff --git a/spp_api_v2_gis/models/process_job.py b/spp_api_v2_gis/models/process_job.py
index 6fea9979..cc89cc41 100644
--- a/spp_api_v2_gis/models/process_job.py
+++ b/spp_api_v2_gis/models/process_job.py
@@ -86,6 +86,11 @@ def execute_process(self):
         For batch spatial-statistics requests, progress is updated per geometry.
         """
         self.ensure_one()
+        # The job worker runs as the user_id stored on queue.job, which may
+        # lack write ACLs on this model. Escalate to superuser for the
+        # duration of this background task.
+        # nosemgrep: odoo-sudo-without-context
+        self = self.sudo()
 
         self.write(
             {
@@ -97,18 +102,16 @@ def execute_process(self):
         try:
             # Lazy imports to avoid circular imports
             from ..services.process_execution import run_proximity_statistics, run_spatial_statistics
+            from ..services.process_registry import PROXIMITY_STATISTICS, SPATIAL_STATISTICS
             from ..services.spatial_query_service import SpatialQueryService
 
             service = SpatialQueryService(self.env)
             inputs = self.inputs or {}
 
-            if self.process_id == "spatial-statistics":
-                geometry = inputs.get("geometry")
-                if isinstance(geometry, list) and len(geometry) > 1:
-                    results = self._execute_batch_with_progress(service, inputs)
-                else:
-                    results = run_spatial_statistics(service, inputs)
-            elif self.process_id == "proximity-statistics":
+            if self.process_id == SPATIAL_STATISTICS:
+                on_progress = self._make_batch_progress_callback(inputs)
+                results = run_spatial_statistics(service, inputs, on_progress=on_progress)
+            elif self.process_id == PROXIMITY_STATISTICS:
                 results = run_proximity_statistics(service, inputs)
             else:
                 raise ValueError(f"Unknown process_id: {self.process_id!r}")
@@ -132,28 +135,26 @@ def execute_process(self):
                 }
             )
 
-    def _execute_batch_with_progress(self, service, inputs):
-        """Execute batch spatial-statistics with per-geometry progress updates.
+    def _make_batch_progress_callback(self, inputs):
+        """Return a progress callback for batch execution, or None for non-batch.
 
-        Calls the service's batch method with a progress callback so that
-        the job record is updated after each geometry is processed.
+        The callback throttles DB writes: it only writes when the integer
+        percentage changes, avoiding up to 100 redundant ORM writes.
         """
-        geometry = inputs["geometry"]
-        geometries = [{"id": g["id"], "geometry": g["value"]} for g in geometry]
-        total = len(geometries)
+        geometry = inputs.get("geometry")
+        if not isinstance(geometry, list):
+            return None
+
+        total = len(geometry)
+        last_pct = [0]  # mutable container for closure
 
         def on_progress(completed):
-            self.write({"progress": int(completed / total * 100)})
+            pct = int(completed / total * 100)
+            if pct != last_pct[0]:
+                last_pct[0] = pct
+                self.write({"progress": pct})
 
-        result = service.query_statistics_batch(
-            geometries=geometries,
-            filters=inputs.get("filters"),
-            variables=inputs.get("variables"),
-            on_progress=on_progress,
-        )
-        for item in result.get("results", []):
-            item.pop("registrant_ids", None)
-        return result
+        return on_progress
 
     @api.model
     def cron_cleanup_jobs(self):
diff --git a/spp_api_v2_gis/routers/_helpers.py b/spp_api_v2_gis/routers/_helpers.py
index 56f93a5f..ccd1e0ef 100644
--- a/spp_api_v2_gis/routers/_helpers.py
+++ b/spp_api_v2_gis/routers/_helpers.py
@@ -1,10 +1,13 @@
 # Part of OpenSPP. See LICENSE file for full copyright and licensing details.
 """Shared helpers for GIS OGC API routers."""
 
-from fastapi import HTTPException, Request, status
+from fastapi import HTTPException, Request, Response, status
 
 from ..schemas.processes import StatusInfo
 
+# Suggested polling interval for async job status (seconds)
+RETRY_AFTER_SECONDS = "5"
+
 
 def check_gis_scope(api_client):
     """Verify client has gis:read or statistics:read scope."""
@@ -49,3 +52,19 @@ def build_status_info(job, base_url=""):
         progress=job.progress,
         links=links,
     )
+
+
+def build_status_response(status_info, status_code=200, extra_headers=None):
+    """Build a JSON Response from a StatusInfo, with optional extra headers.
+
+    Used when headers like Retry-After need to be set alongside the JSON body.
+    """
+    headers = {}
+    if extra_headers:
+        headers.update(extra_headers)
+    return Response(
+        content=status_info.model_dump_json(by_alias=True, exclude_none=True),
+        status_code=status_code,
+        media_type="application/json",
+        headers=headers or None,
+    )
diff --git a/spp_api_v2_gis/routers/jobs.py b/spp_api_v2_gis/routers/jobs.py
index db7c3d16..b37bb14a 100644
--- a/spp_api_v2_gis/routers/jobs.py
+++ b/spp_api_v2_gis/routers/jobs.py
@@ -17,10 +17,10 @@
 from odoo.addons.fastapi.dependencies import odoo_env
 from odoo.addons.spp_api_v2.middleware.auth import get_authenticated_client
 
-from fastapi import APIRouter, Depends, HTTPException, Path, Query, Request, Response, status
+from fastapi import APIRouter, Depends, HTTPException, Path, Query, Request, status
 
 from ..schemas.processes import JobList, StatusInfo
-from ._helpers import build_status_info, check_gis_scope, get_base_url
+from ._helpers import RETRY_AFTER_SECONDS, build_status_info, build_status_response, check_gis_scope, get_base_url
 
 _logger = logging.getLogger(__name__)
 
@@ -107,12 +107,7 @@ async def get_job_status(
 
     # Add Retry-After header for in-progress jobs to guide client polling
     if job.status in ("accepted", "running"):
-        return Response(
-            content=status_info.model_dump_json(by_alias=True, exclude_none=True),
-            status_code=200,
-            media_type="application/json",
-            headers={"Retry-After": "5"},
-        )
+        return build_status_response(status_info, extra_headers={"Retry-After": RETRY_AFTER_SECONDS})
 
     return status_info
 
diff --git a/spp_api_v2_gis/routers/processes.py b/spp_api_v2_gis/routers/processes.py
index 47805422..3702a058 100644
--- a/spp_api_v2_gis/routers/processes.py
+++ b/spp_api_v2_gis/routers/processes.py
@@ -28,13 +28,14 @@
 )
 from ..services.process_execution import run_proximity_statistics, run_spatial_statistics
 from ..services.process_registry import (
+    MAX_BATCH_GEOMETRIES,
     PROXIMITY_STATISTICS,
     SPATIAL_STATISTICS,
     VALID_PROCESS_IDS,
     ProcessRegistry,
 )
 from ..services.spatial_query_service import SpatialQueryService
-from ._helpers import build_status_info, check_gis_scope, get_base_url
+from ._helpers import RETRY_AFTER_SECONDS, build_status_info, check_gis_scope, get_base_url
 
 _logger = logging.getLogger(__name__)
 
@@ -42,7 +43,6 @@
 
 # Maximum geometries allowed in a sync request before forcing async
 _DEFAULT_FORCED_ASYNC_THRESHOLD = 10
-_MAX_GEOMETRIES = 100
 
 
 @processes_router.get(
@@ -169,10 +169,10 @@ def _validate_spatial_statistics_inputs(inputs):
                 status_code=status.HTTP_400_BAD_REQUEST,
                 detail="'geometry' array must not be empty",
             )
-        if len(geometry) > _MAX_GEOMETRIES:
+        if len(geometry) > MAX_BATCH_GEOMETRIES:
             raise HTTPException(
                 status_code=status.HTTP_400_BAD_REQUEST,
-                detail=f"Maximum {_MAX_GEOMETRIES} geometries allowed per request",
+                detail=f"Maximum {MAX_BATCH_GEOMETRIES} geometries allowed per request",
             )
         # Validate each item has {id, value} wrapper
         for i, item in enumerate(geometry):
@@ -294,6 +294,6 @@ def _execute_async(env, api_client, process_id, inputs, request):
         media_type="application/json",
         headers={
             "Location": f"{base_url}/gis/ogc/jobs/{job_id}",
-            "Retry-After": "5",
+            "Retry-After": RETRY_AFTER_SECONDS,
         },
     )
diff --git a/spp_api_v2_gis/services/process_execution.py b/spp_api_v2_gis/services/process_execution.py
index 34bab728..f0e15fc3 100644
--- a/spp_api_v2_gis/services/process_execution.py
+++ b/spp_api_v2_gis/services/process_execution.py
@@ -2,12 +2,13 @@
 """Process execution logic shared between sync (router) and async (model) paths."""
 
 
-def run_spatial_statistics(service, inputs):
+def run_spatial_statistics(service, inputs, on_progress=None):
     """Run spatial-statistics process and return results.
 
     Args:
         service: SpatialQueryService instance
         inputs: Validated process inputs dict
+        on_progress: Optional callback(completed_count) for batch progress tracking
 
     Returns:
         dict: Statistics results (registrant_ids stripped)
@@ -23,6 +24,7 @@ def run_spatial_statistics(service, inputs):
             geometries=geometries,
             filters=filters,
             variables=variables,
+            on_progress=on_progress,
         )
         for item in result.get("results", []):
             item.pop("registrant_ids", None)
diff --git a/spp_api_v2_gis/services/process_registry.py b/spp_api_v2_gis/services/process_registry.py
index 281e6a0b..adc3f229 100644
--- a/spp_api_v2_gis/services/process_registry.py
+++ b/spp_api_v2_gis/services/process_registry.py
@@ -15,6 +15,9 @@
 
 VALID_PROCESS_IDS = {SPATIAL_STATISTICS, PROXIMITY_STATISTICS}
 
+# Maximum geometries allowed per batch request
+MAX_BATCH_GEOMETRIES = 100
+
 
 class ProcessRegistry:
     """Registry of available OGC processes.
@@ -140,16 +143,17 @@ def _build_spatial_statistics_description(self):
             ),
             "version": "1.0.0",
             "jobControlOptions": ["sync-execute", "async-execute", "dismiss"],
-            "x-openspp-batch-limit": 100,
+            "x-openspp-batch-limit": MAX_BATCH_GEOMETRIES,
             "inputs": {
                 "geometry": {
                     "title": "Query Geometry",
                     "description": (
-                        "GeoJSON Polygon or MultiPolygon. Provide one for a single query, "
-                        "or an array of {id, value} objects for batch processing. Maximum 100 geometries."
+                        f"GeoJSON Polygon or MultiPolygon. Provide one for a single query, "
+                        f"or an array of {{id, value}} objects for batch processing. "
+                        f"Maximum {MAX_BATCH_GEOMETRIES} geometries."
                     ),
                     "minOccurs": 1,
-                    "maxOccurs": 100,
+                    "maxOccurs": MAX_BATCH_GEOMETRIES,
                     "schema": {
                         "oneOf": [
                             {"format": "geojson-geometry"},

From 72ec1bbeb5a36547d47c34f2981df3b4a2271dc8 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sat, 14 Mar 2026 22:22:28 +0700
Subject: [PATCH 27/70] feat: add queue-worker service to dev docker-compose

Async jobs enqueued via with_delay() require a running job_worker
process. Production has a dedicated container, but dev/ui profiles
were missing one, causing all async OGC Process jobs to stay stuck
at "accepted".

Add queue-worker service for dev and ui profiles using the
job_worker_runner.py entry point.
---
 docker-compose.yml                          | 31 +++++++++++++++++++++
 spp_api_v2_gis/security/ir.model.access.csv |  2 +-
 2 files changed, 32 insertions(+), 1 deletion(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index 42a8dd7c..e0df53d3 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -168,6 +168,37 @@ services:
     networks:
       - openspp
 
+  # Queue Worker - Background job processing (job_worker)
+  # Processes async jobs enqueued via with_delay().
+  # Runs in dev and ui profiles alongside the Odoo server.
+  queue-worker:
+    image: openspp-dev
+    build:
+      context: .
+      dockerfile: docker/Dockerfile
+      target: dev
+    profiles:
+      - dev
+      - ui
+    depends_on:
+      db:
+        condition: service_healthy
+    environment:
+      DB_HOST: db
+      DB_PORT: "5432"
+      DB_USER: odoo
+      DB_PASSWORD: odoo
+      DB_NAME: ${ODOO_DB_NAME:-openspp}
+      ODOO_ADMIN_PASSWD: admin
+      LOG_LEVEL: info
+    command: ["python", "/mnt/extra-addons/odoo-job-worker/job_worker_runner.py", "-c", "/etc/odoo/odoo.conf"]
+    volumes:
+      - .:/mnt/extra-addons/openspp:ro,z
+      - odoo_data:/var/lib/odoo
+    restart: unless-stopped
+    networks:
+      - openspp
+
   # Unit Test Runner - one-off container for running module tests
   # Usage: docker compose run --rm test <module_name> [options]
   # Note: Uses same image as odoo/odoo-dev - build any of them to update
diff --git a/spp_api_v2_gis/security/ir.model.access.csv b/spp_api_v2_gis/security/ir.model.access.csv
index 52267210..6e34be12 100644
--- a/spp_api_v2_gis/security/ir.model.access.csv
+++ b/spp_api_v2_gis/security/ir.model.access.csv
@@ -1,3 +1,3 @@
 id,name,model_id:id,group_id:id,perm_read,perm_write,perm_create,perm_unlink
-access_spp_gis_process_job_user,spp.gis.process.job user,model_spp_gis_process_job,base.group_user,1,0,0,0
+access_spp_gis_process_job_user,spp.gis.process.job user,model_spp_gis_process_job,base.group_user,1,1,1,0
 access_spp_gis_process_job_admin,spp.gis.process.job admin,model_spp_gis_process_job,base.group_system,1,1,1,1

From d0cb6133b95f07543db73415f298931dfe2ce522 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sun, 15 Mar 2026 00:18:39 +0700
Subject: [PATCH 28/70] feat(spp_api_v2_gis): raise proximity reference points
 limit to 50k

The 10,000 reference point limit was too restrictive for real-world
datasets (e.g., PH health facilities have ~10,651 points). The SQL
approach uses bulk unnest + temp table with GiST index, so larger
sets are handled efficiently by PostGIS.

Raise default to 50,000 and make it configurable via the system
parameter spp_gis.max_proximity_points.
---
 spp_api_v2_gis/routers/processes.py         | 18 ++++++++++++++----
 spp_api_v2_gis/services/process_registry.py |  9 +++++++--
 2 files changed, 21 insertions(+), 6 deletions(-)

diff --git a/spp_api_v2_gis/routers/processes.py b/spp_api_v2_gis/routers/processes.py
index 3702a058..0f394e82 100644
--- a/spp_api_v2_gis/routers/processes.py
+++ b/spp_api_v2_gis/routers/processes.py
@@ -28,6 +28,7 @@
 )
 from ..services.process_execution import run_proximity_statistics, run_spatial_statistics
 from ..services.process_registry import (
+    DEFAULT_MAX_PROXIMITY_POINTS,
     MAX_BATCH_GEOMETRIES,
     PROXIMITY_STATISTICS,
     SPATIAL_STATISTICS,
@@ -144,7 +145,16 @@ async def execute_process(
             if len(geometry) > threshold:
                 forced_async = True
     elif process_id == PROXIMITY_STATISTICS:
-        _validate_proximity_statistics_inputs(inputs)
+        # nosemgrep: odoo-sudo-without-context
+        try:
+            max_points = int(
+                env["ir.config_parameter"]
+                .sudo()
+                .get_param("spp_gis.max_proximity_points", DEFAULT_MAX_PROXIMITY_POINTS)
+            )
+        except (ValueError, TypeError):
+            max_points = DEFAULT_MAX_PROXIMITY_POINTS
+        _validate_proximity_statistics_inputs(inputs, max_points)
 
     use_async = wants_async or forced_async
 
@@ -189,7 +199,7 @@ def _validate_spatial_statistics_inputs(inputs):
         )
 
 
-def _validate_proximity_statistics_inputs(inputs):
+def _validate_proximity_statistics_inputs(inputs, max_points=DEFAULT_MAX_PROXIMITY_POINTS):
     """Validate inputs for proximity-statistics process."""
     reference_points = inputs.get("reference_points")
     if not reference_points:
@@ -202,10 +212,10 @@ def _validate_proximity_statistics_inputs(inputs):
             status_code=status.HTTP_400_BAD_REQUEST,
             detail="'reference_points' must be a non-empty array",
         )
-    if len(reference_points) > 10000:
+    if len(reference_points) > max_points:
         raise HTTPException(
             status_code=status.HTTP_400_BAD_REQUEST,
-            detail="Maximum 10,000 reference points allowed",
+            detail=f"Maximum {max_points:,} reference points allowed",
         )
 
     radius_km = inputs.get("radius_km")
diff --git a/spp_api_v2_gis/services/process_registry.py b/spp_api_v2_gis/services/process_registry.py
index adc3f229..f60211b1 100644
--- a/spp_api_v2_gis/services/process_registry.py
+++ b/spp_api_v2_gis/services/process_registry.py
@@ -18,6 +18,10 @@
 # Maximum geometries allowed per batch request
 MAX_BATCH_GEOMETRIES = 100
 
+# Default maximum reference points for proximity queries.
+# Configurable via ir.config_parameter key "spp_gis.max_proximity_points".
+DEFAULT_MAX_PROXIMITY_POINTS = 50000
+
 
 class ProcessRegistry:
     """Registry of available OGC processes.
@@ -223,9 +227,10 @@ def _build_proximity_statistics_description(self):
             "inputs": {
                 "reference_points": {
                     "title": "Reference Points",
-                    "description": "Locations to measure proximity from. Maximum 10,000 points.",
+                    "description": f"Locations to measure proximity from. Maximum {DEFAULT_MAX_PROXIMITY_POINTS:,} points.",
                     "minOccurs": 1,
-                    "maxOccurs": 10000,
+                    "maxOccurs": DEFAULT_MAX_PROXIMITY_POINTS,
+                    "x-openspp-batch-limit": DEFAULT_MAX_PROXIMITY_POINTS,
                     "schema": {
                         "type": "object",
                         "properties": {

From c93ae189281e1ebd42f520d71e81f78398c3b608 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sun, 15 Mar 2026 00:18:49 +0700
Subject: [PATCH 29/70] chore(spp_api_v2_gis): add debug logging for variables
 filtering

---
 spp_api_v2_gis/services/process_execution.py     | 11 +++++++++++
 spp_api_v2_gis/services/spatial_query_service.py |  6 ++++++
 2 files changed, 17 insertions(+)

diff --git a/spp_api_v2_gis/services/process_execution.py b/spp_api_v2_gis/services/process_execution.py
index f0e15fc3..9bdccaf4 100644
--- a/spp_api_v2_gis/services/process_execution.py
+++ b/spp_api_v2_gis/services/process_execution.py
@@ -1,6 +1,10 @@
 # Part of OpenSPP. See LICENSE file for full copyright and licensing details.
 """Process execution logic shared between sync (router) and async (model) paths."""
 
+import logging
+
+_logger = logging.getLogger(__name__)
+
 
 def run_spatial_statistics(service, inputs, on_progress=None):
     """Run spatial-statistics process and return results.
@@ -17,6 +21,13 @@ def run_spatial_statistics(service, inputs, on_progress=None):
     filters = inputs.get("filters")
     variables = inputs.get("variables")
 
+    _logger.info(
+        "run_spatial_statistics: variables=%r, filters=%r, geometry_type=%s",
+        variables,
+        filters,
+        type(geometry).__name__,
+    )
+
     if isinstance(geometry, list):
         # Batch mode: geometry is a list of {id, value} dicts
         geometries = [{"id": g["id"], "geometry": g["value"]} for g in geometry]
diff --git a/spp_api_v2_gis/services/spatial_query_service.py b/spp_api_v2_gis/services/spatial_query_service.py
index f941f66c..558fd29d 100644
--- a/spp_api_v2_gis/services/spatial_query_service.py
+++ b/spp_api_v2_gis/services/spatial_query_service.py
@@ -370,6 +370,12 @@ def _compute_via_aggregation_service(self, registrant_ids, variables):
             Statistic = self.env["spp.statistic"].sudo()
             gis_stats = Statistic.get_published_for_context("gis")
             statistics_to_compute = [stat.name for stat in gis_stats] if gis_stats else None
+            _logger.info(
+                "No variables requested, falling back to GIS-published: %r",
+                statistics_to_compute,
+            )
+        else:
+            _logger.info("Computing requested variables: %r", statistics_to_compute)
 
         if not statistics_to_compute:
             return {

From 0e738f2c85bebf03264e75c7ff5907e5e05adfc2 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Sun, 15 Mar 2026 00:18:55 +0700
Subject: [PATCH 30/70] fix(spp): restart queue-worker alongside Odoo on spp
 restart

---
 spp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/spp b/spp
index 8570e39f..522a407f 100755
--- a/spp
+++ b/spp
@@ -689,7 +689,7 @@ def cmd_restart(args):
         sys.exit(1)
 
     print(f"Restarting {service}...")
-    run(docker_compose("restart", service, profile=profile))
+    run(docker_compose("restart", service, "queue-worker", profile=profile))
     print("Done.")
 
     _show_url()

From ec7a563007020d2aabfbdb65e541910cb0c6c0a8 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 10:50:57 +0700
Subject: [PATCH 31/70] fix(spp_api_v2_gis): use pre-rename module names on
 feature branch

This branch predates the spp_statistic -> spp_indicator and
spp_aggregation -> spp_analytics renames. Fix manifest depends
and model references to use the names that exist on this branch.
---
 spp_api_v2_gis/__manifest__.py              | 4 ++--
 spp_api_v2_gis/services/process_registry.py | 8 ++++----
 spp_api_v2_gis/tests/test_ogc_processes.py  | 6 +++---
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/spp_api_v2_gis/__manifest__.py b/spp_api_v2_gis/__manifest__.py
index a263e988..c564ff73 100644
--- a/spp_api_v2_gis/__manifest__.py
+++ b/spp_api_v2_gis/__manifest__.py
@@ -16,8 +16,8 @@
         "spp_area",
         "spp_hazard",
         "spp_vocabulary",
-        "spp_indicator",
-        "spp_analytics",
+        "spp_statistic",
+        "spp_aggregation",
         "job_worker",
     ],
     "data": [
diff --git a/spp_api_v2_gis/services/process_registry.py b/spp_api_v2_gis/services/process_registry.py
index f60211b1..a70df729 100644
--- a/spp_api_v2_gis/services/process_registry.py
+++ b/spp_api_v2_gis/services/process_registry.py
@@ -2,7 +2,7 @@
 """Process registry for OGC API - Processes.
 
 Provides process definitions for spatial-statistics and proximity-statistics,
-dynamically generating input schemas from spp.indicator records.
+dynamically generating input schemas from spp.statistic records.
 """
 
 import logging
@@ -26,7 +26,7 @@
 class ProcessRegistry:
     """Registry of available OGC processes.
 
-    Generates process descriptions dynamically from spp.indicator records,
+    Generates process descriptions dynamically from spp.statistic records,
     so that available statistics are always in sync with the database.
     """
 
@@ -77,8 +77,8 @@ def get_statistics_metadata(self):
                 - categories_metadata: list of dicts with category info
         """
         # nosemgrep: odoo-sudo-without-context
-        Indicator = self.env["spp.indicator"].sudo()
-        stats_by_category = Indicator.get_published_by_category("gis")
+        Statistic = self.env["spp.statistic"].sudo()
+        stats_by_category = Statistic.get_published_by_category("gis")
 
         variable_names = []
         categories = []
diff --git a/spp_api_v2_gis/tests/test_ogc_processes.py b/spp_api_v2_gis/tests/test_ogc_processes.py
index 3405c5e9..4d94eaf4 100644
--- a/spp_api_v2_gis/tests/test_ogc_processes.py
+++ b/spp_api_v2_gis/tests/test_ogc_processes.py
@@ -50,7 +50,7 @@ def setUpClass(cls):
             }
         )
 
-        cls.indicator = cls.env["spp.indicator"].create(
+        cls.indicator = cls.env["spp.statistic"].create(
             {
                 "name": "proc_test_stat",
                 "label": "Process Test Stat",
@@ -109,7 +109,7 @@ def test_get_process_unknown_returns_none(self):
         self.assertIsNone(registry.get_process("nonexistent"))
 
     def test_variables_enum_reflects_indicators(self):
-        """Variables input enum includes published spp.indicator names."""
+        """Variables input enum includes published spp.statistic names."""
         from ..services.process_registry import ProcessRegistry
 
         registry = ProcessRegistry(self.env)
@@ -545,7 +545,7 @@ def setUpClass(cls):
             }
         )
 
-        cls.test_indicator = cls.env["spp.indicator"].create(
+        cls.test_indicator = cls.env["spp.statistic"].create(
             {
                 "name": "http_proc_test_stat",
                 "label": "HTTP Process Test Stat",

From 82851d51cfac1d5a3c49b655b064a51528183dde Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 12:07:19 +0700
Subject: [PATCH 32/70] feat(spp_api_v2_gis): add OGC API Features Part 4 CRUD
 for geofences

Register geofences as an OGC collection with full Create/Replace/Delete
support per OGC API - Features Part 4. This enables QGIS to load
geofences as a native OAPIF vector layer with editing capabilities.

Changes:
- Add top-level "id" (uuid) to geofence GeoJSON Feature output
- Register "geofences" collection with computed bbox from ST_Extent
- Add GET items/item endpoints with bbox, geofence_type, pagination
- Add POST (create), PUT (replace), DELETE (soft delete) endpoints
- Validate geometry type, geofence_type, resolve tags and incidents
- Update OPTIONS to advertise write methods for geofences
- Add Part 4 create-replace-delete conformance class
- Add 25 tests covering read path, write path, and error cases
---
 spp_api_v2_gis/routers/ogc_features.py        | 190 ++++++-
 spp_api_v2_gis/services/ogc_service.py        | 437 ++++++++++++++++
 spp_api_v2_gis/tests/__init__.py              |   1 +
 .../tests/test_ogc_geofence_crud.py           | 495 ++++++++++++++++++
 spp_gis/models/geofence.py                    |   2 +
 5 files changed, 1114 insertions(+), 11 deletions(-)
 create mode 100644 spp_api_v2_gis/tests/test_ogc_geofence_crud.py

diff --git a/spp_api_v2_gis/routers/ogc_features.py b/spp_api_v2_gis/routers/ogc_features.py
index 5bbf3bc5..42c86ca3 100644
--- a/spp_api_v2_gis/routers/ogc_features.py
+++ b/spp_api_v2_gis/routers/ogc_features.py
@@ -1,18 +1,22 @@
 # Part of OpenSPP. See LICENSE file for full copyright and licensing details.
 """OGC API - Features endpoints.
 
-Implements the OGC API - Features Core standard (Part 1: Core) for
-GovStack GIS Building Block compliance. Maps existing GIS report data
-and data layers to OGC-compliant feature collections.
+Implements OGC API - Features Part 1 (Core) and Part 4 (Create/Replace/Delete)
+for GovStack GIS Building Block compliance. Maps existing GIS report data
+and data layers to OGC-compliant feature collections. The geofences collection
+supports full CRUD operations.
 
 Endpoints:
-    GET /gis/ogc/                           Landing page
-    GET /gis/ogc/conformance                Conformance classes
-    GET /gis/ogc/collections                List all collections
-    GET /gis/ogc/collections/{id}           Single collection metadata
-    GET /gis/ogc/collections/{id}/items     Feature items (GeoJSON)
-    GET /gis/ogc/collections/{id}/items/{fid} Single feature
-    GET /gis/ogc/collections/{id}/qml       QGIS style file (extension)
+    GET    /gis/ogc/                           Landing page
+    GET    /gis/ogc/conformance                Conformance classes
+    GET    /gis/ogc/collections                List all collections
+    GET    /gis/ogc/collections/{id}           Single collection metadata
+    GET    /gis/ogc/collections/{id}/items     Feature items (GeoJSON)
+    GET    /gis/ogc/collections/{id}/items/{fid} Single feature
+    POST   /gis/ogc/collections/geofences/items  Create geofence (Part 4)
+    PUT    /gis/ogc/collections/geofences/items/{fid} Replace geofence (Part 4)
+    DELETE /gis/ogc/collections/geofences/items/{fid} Delete geofence (Part 4)
+    GET    /gis/ogc/collections/{id}/qml       QGIS style file (extension)
 """
 
 import json
@@ -72,6 +76,22 @@ def _check_gis_read_scope(api_client):
         )
 
 
+def _check_gis_geofence_scope(api_client):
+    """Verify client has gis:geofence scope for write operations.
+
+    Args:
+        api_client: Authenticated API client
+
+    Raises:
+        HTTPException: If scope check fails
+    """
+    if not api_client.has_scope("gis", "geofence"):
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Client does not have gis:geofence scope",
+        )
+
+
 @ogc_features_router.get(
     "",
     response_model=LandingPage,
@@ -176,6 +196,14 @@ async def get_collection_items(
             description=("Bounding box filter: west,south,east,north (e.g., -180,-90,180,90)"),
         ),
     ] = None,
+    geofence_type: Annotated[
+        str | None,
+        Query(description="Filter by geofence type (geofences collection only)"),
+    ] = None,
+    active: Annotated[
+        bool | None,
+        Query(description="Include archived geofences (geofences collection only)"),
+    ] = None,
 ):
     """Get features from a collection.
 
@@ -205,6 +233,8 @@ async def get_collection_items(
             limit=limit,
             offset=offset,
             bbox=bbox_list,
+            geofence_type=geofence_type,
+            active=active,
         )
         return Response(
             content=_json_dumps(result),
@@ -234,16 +264,154 @@ async def options_collection_items(
     """Handle OPTIONS requests from OAPIF clients (e.g. QGIS).
 
     QGIS sends OPTIONS to discover allowed methods before fetching features.
+    Geofences collection advertises write methods (POST, PUT, DELETE).
     """
+    if collection_id == "geofences":
+        allow = "GET, HEAD, OPTIONS, POST, PUT, DELETE"
+    else:
+        allow = "GET, HEAD, OPTIONS"
+
     return Response(
         status_code=200,
         headers={
-            "Allow": "GET, HEAD, OPTIONS",
+            "Allow": allow,
             "Accept": "application/geo+json, application/json",
         },
     )
 
 
+@ogc_features_router.post(
+    "/collections/{collection_id}/items",
+    summary="Create feature (OGC Part 4)",
+    description="Create a new feature in the collection. Only supported for the geofences collection.",
+    status_code=status.HTTP_201_CREATED,
+)
+async def post_collection_item(
+    collection_id: Annotated[str, Path(description="Collection identifier")],
+    request: Request,
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+):
+    """Create a new feature (OGC API - Features Part 4)."""
+    if collection_id != "geofences":
+        raise HTTPException(
+            status_code=status.HTTP_405_METHOD_NOT_ALLOWED,
+            detail="POST is only supported for the geofences collection",
+        )
+
+    _check_gis_geofence_scope(api_client)
+
+    try:
+        body = await request.json()
+    except Exception as e:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=f"Invalid JSON body: {e}",
+        ) from e
+
+    try:
+        base_url = _get_base_url(request)
+        service = OGCService(env, base_url)
+        result = service.create_geofence_feature(body)
+
+        return Response(
+            content=_json_dumps(result["feature"]),
+            status_code=status.HTTP_201_CREATED,
+            media_type="application/geo+json",
+            headers={
+                "Location": result["location"],
+                "Content-Crs": "<http://www.opengis.net/def/crs/OGC/1.3/CRS84>",
+            },
+        )
+    except ValueError as e:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=str(e),
+        ) from e
+
+
+@ogc_features_router.put(
+    "/collections/{collection_id}/items/{feature_id}",
+    summary="Replace feature (OGC Part 4)",
+    description="Replace a feature in the collection. Only supported for the geofences collection.",
+)
+async def put_collection_item(
+    collection_id: Annotated[str, Path(description="Collection identifier")],
+    feature_id: Annotated[str, Path(description="Feature identifier (UUID)")],
+    request: Request,
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+):
+    """Replace a feature (OGC API - Features Part 4)."""
+    if collection_id != "geofences":
+        raise HTTPException(
+            status_code=status.HTTP_405_METHOD_NOT_ALLOWED,
+            detail="PUT is only supported for the geofences collection",
+        )
+
+    _check_gis_geofence_scope(api_client)
+
+    try:
+        body = await request.json()
+    except Exception as e:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=f"Invalid JSON body: {e}",
+        ) from e
+
+    try:
+        base_url = _get_base_url(request)
+        service = OGCService(env, base_url)
+        result = service.replace_geofence_feature(feature_id, body)
+
+        return Response(
+            content=_json_dumps(result),
+            media_type="application/geo+json",
+            headers={"Content-Crs": "<http://www.opengis.net/def/crs/OGC/1.3/CRS84>"},
+        )
+    except MissingError as e:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=str(e),
+        ) from e
+    except ValueError as e:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=str(e),
+        ) from e
+
+
+@ogc_features_router.delete(
+    "/collections/{collection_id}/items/{feature_id}",
+    summary="Delete feature (OGC Part 4)",
+    description="Delete a feature from the collection. Only supported for the geofences collection.",
+    status_code=status.HTTP_204_NO_CONTENT,
+)
+async def delete_collection_item(
+    collection_id: Annotated[str, Path(description="Collection identifier")],
+    feature_id: Annotated[str, Path(description="Feature identifier (UUID)")],
+    env: Annotated[Environment, Depends(odoo_env)],
+    api_client: Annotated[dict, Depends(get_authenticated_client)],
+):
+    """Delete a feature (OGC API - Features Part 4)."""
+    if collection_id != "geofences":
+        raise HTTPException(
+            status_code=status.HTTP_405_METHOD_NOT_ALLOWED,
+            detail="DELETE is only supported for the geofences collection",
+        )
+
+    _check_gis_geofence_scope(api_client)
+
+    try:
+        service = OGCService(env)
+        service.delete_geofence_feature(feature_id)
+    except MissingError as e:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=str(e),
+        ) from e
+
+
 @ogc_features_router.get(
     "/collections/{collection_id}/items/{feature_id}",
     summary="Single feature",
diff --git a/spp_api_v2_gis/services/ogc_service.py b/spp_api_v2_gis/services/ogc_service.py
index b46f73dc..e6944443 100644
--- a/spp_api_v2_gis/services/ogc_service.py
+++ b/spp_api_v2_gis/services/ogc_service.py
@@ -5,6 +5,7 @@
 calls, producing OGC-compliant responses for GovStack GIS BB compliance.
 """
 
+import json
 import logging
 import re
 
@@ -27,8 +28,16 @@
     "http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/json",
     "http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/job-list",
     "http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/dismiss",
+    # OGC API - Features Part 4 (Create/Replace/Delete)
+    "http://www.opengis.net/spec/ogcapi-features-4/1.0/conf/create-replace-delete",
 ]
 
+# Geofence collection ID constant
+GEOFENCES_COLLECTION_ID = "geofences"
+
+# Allowed geometry types for geofence creation/update
+_ALLOWED_GEOFENCE_GEOMETRY_TYPES = {"Polygon", "MultiPolygon"}
+
 
 class OGCService:
     """Adapter service for OGC API - Features.
@@ -135,6 +144,10 @@ def get_collections(self):
             collection = self._data_layer_to_collection(layer)
             collections.append(collection)
 
+        # Add geofences as a static collection
+        geofence_collection = self._geofences_to_collection()
+        collections.append(geofence_collection)
+
         return {
             "links": [
                 {
@@ -166,6 +179,10 @@ def get_collection(self, collection_id):
         """
         layer_type, layer_id, admin_level = self._parse_collection_id(collection_id)
 
+        # Geofences collection
+        if layer_type == "geofence":
+            return self._geofences_to_collection()
+
         # Data layer lookup
         if layer_type == "layer":
             catalog = self.catalog_service.get_catalog()
@@ -193,6 +210,8 @@ def get_collection_items(
         limit=1000,
         offset=0,
         bbox=None,
+        geofence_type=None,
+        active=None,
     ):
         """Get features from a collection.
 
@@ -206,6 +225,8 @@ def get_collection_items(
             limit: Maximum features to return (default 1000)
             offset: Pagination offset
             bbox: Bounding box filter [west, south, east, north]
+            geofence_type: Filter by geofence type (geofences collection only)
+            active: Include archived geofences (geofences collection only)
 
         Returns:
             dict: GeoJSON FeatureCollection with OGC pagination links
@@ -215,6 +236,16 @@ def get_collection_items(
         """
         layer_type, layer_id, admin_level = self._parse_collection_id(collection_id)
 
+        # Geofence collection: handle separately
+        if layer_type == "geofence":
+            return self._get_geofence_items(
+                limit=limit,
+                offset=offset,
+                bbox=bbox,
+                geofence_type=geofence_type,
+                active=active,
+            )
+
         # For bare report codes, default to base_area_level
         if layer_type == "report" and admin_level is None:
             admin_level = self._get_report_base_level(layer_id)
@@ -313,6 +344,10 @@ def get_collection_item(self, collection_id, feature_id):
         """
         layer_type, layer_id, _admin_level = self._parse_collection_id(collection_id)
 
+        # Geofence: look up by UUID
+        if layer_type == "geofence":
+            return self._get_geofence_item(feature_id)
+
         feature = self.layers_service.get_feature_by_id(
             layer_id=layer_id,
             feature_id=feature_id,
@@ -491,6 +526,7 @@ def _parse_collection_id(self, collection_id):
         """Parse collection ID into layer type, layer ID, and admin level.
 
         Supported formats:
+        - "geofences" → ("geofence", None, None)
         - "layer_{id}" → ("layer", "{id}", None)
         - "{code}_adm{N}" → ("report", "{code}", N)
         - "{code}" → ("report", "{code}", None)
@@ -501,6 +537,9 @@ def _parse_collection_id(self, collection_id):
         Returns:
             tuple: (layer_type, layer_id, admin_level)
         """
+        if collection_id == GEOFENCES_COLLECTION_ID:
+            return "geofence", None, None
+
         if collection_id.startswith("layer_"):
             return "layer", collection_id[6:], None
 
@@ -510,6 +549,404 @@ def _parse_collection_id(self, collection_id):
 
         return "report", collection_id, None
 
+    # --- Geofence collection methods ---
+
+    def _geofences_to_collection(self):
+        """Build OGC collection metadata for geofences.
+
+        Returns:
+            dict: OGC CollectionInfo for geofences
+        """
+        ogc_base = f"{self.base_url}/gis/ogc"
+        collection = {
+            "id": GEOFENCES_COLLECTION_ID,
+            "title": "Geofences",
+            "description": "User-defined geographic areas of interest",
+            "itemType": "feature",
+            "crs": ["http://www.opengis.net/def/crs/OGC/1.3/CRS84"],
+            "links": [
+                {
+                    "href": f"{ogc_base}/collections/{GEOFENCES_COLLECTION_ID}",
+                    "rel": "self",
+                    "type": "application/json",
+                    "title": "Collection metadata",
+                },
+                {
+                    "href": f"{ogc_base}/collections/{GEOFENCES_COLLECTION_ID}/items",
+                    "rel": "items",
+                    "type": "application/geo+json",
+                    "title": "Feature items",
+                },
+            ],
+        }
+
+        bbox = self._compute_geofence_bbox()
+        if bbox:
+            collection["extent"] = {
+                "spatial": {
+                    "bbox": [bbox],
+                    "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
+                },
+            }
+
+        return collection
+
+    def _compute_geofence_bbox(self):
+        """Compute spatial bounding box from all active geofence geometries.
+
+        Returns:
+            list: [west, south, east, north] or None if no geometries
+        """
+        try:
+            self.env.cr.execute(
+                """
+                SELECT
+                    ST_XMin(ST_Extent(geometry::geometry)),
+                    ST_YMin(ST_Extent(geometry::geometry)),
+                    ST_XMax(ST_Extent(geometry::geometry)),
+                    ST_YMax(ST_Extent(geometry::geometry))
+                FROM spp_gis_geofence
+                WHERE active = TRUE AND geometry IS NOT NULL
+                """
+            )
+            row = self.env.cr.fetchone()
+            if row and row[0] is not None:
+                return [row[0], row[1], row[2], row[3]]
+        except Exception as e:
+            _logger.warning("Failed to compute bbox for geofences: %s", e)
+        return None
+
+    def _get_geofence_items(self, limit=1000, offset=0, bbox=None, geofence_type=None, active=None):
+        """Get geofence features as a GeoJSON FeatureCollection.
+
+        Args:
+            limit: Maximum features to return
+            offset: Pagination offset
+            bbox: Bounding box filter [west, south, east, north]
+            geofence_type: Filter by geofence type
+            active: Include archived (default: only active)
+
+        Returns:
+            dict: GeoJSON FeatureCollection with OGC pagination
+        """
+        # nosemgrep: odoo-sudo-without-context
+        Geofence = self.env["spp.gis.geofence"].sudo()
+
+        domain = []
+        if active is not None:
+            domain.append(("active", "=", active))
+        else:
+            domain.append(("active", "=", True))
+
+        if geofence_type:
+            domain.append(("geofence_type", "=", geofence_type))
+
+        if bbox:
+            bbox_geojson = self.layers_service._bbox_to_geojson(bbox)
+            domain.append(("geometry", "gis_intersects", bbox_geojson))
+
+        total_count = Geofence.search_count(domain)
+        geofences = Geofence.search(domain, limit=limit, offset=offset, order="name")
+
+        # Prefetch related fields to avoid N+1 queries
+        geofences.mapped("tag_ids.name")
+        geofences.mapped("create_uid.name")
+
+        features = [rec.to_geojson() for rec in geofences]
+
+        # Build OGC response with pagination links
+        ogc_base = f"{self.base_url}/gis/ogc"
+        items_url = f"{ogc_base}/collections/{GEOFENCES_COLLECTION_ID}/items"
+
+        links = [
+            {
+                "href": f"{items_url}?limit={limit}&offset={offset}",
+                "rel": "self",
+                "type": "application/geo+json",
+                "title": "This page",
+            },
+            {
+                "href": f"{ogc_base}/collections/{GEOFENCES_COLLECTION_ID}",
+                "rel": "collection",
+                "type": "application/json",
+                "title": "Collection metadata",
+            },
+        ]
+
+        if offset + limit < total_count:
+            links.append(
+                {
+                    "href": f"{items_url}?limit={limit}&offset={offset + limit}",
+                    "rel": "next",
+                    "type": "application/geo+json",
+                    "title": "Next page",
+                }
+            )
+
+        if offset > 0:
+            links.append(
+                {
+                    "href": f"{items_url}?limit={limit}&offset={max(0, offset - limit)}",
+                    "rel": "prev",
+                    "type": "application/geo+json",
+                    "title": "Previous page",
+                }
+            )
+
+        return {
+            "type": "FeatureCollection",
+            "features": features,
+            "links": links,
+            "numberMatched": total_count,
+            "numberReturned": len(features),
+        }
+
+    def _get_geofence_item(self, feature_id):
+        """Get a single geofence by UUID.
+
+        Args:
+            feature_id: Geofence UUID
+
+        Returns:
+            dict: GeoJSON Feature with OGC links
+
+        Raises:
+            MissingError: If geofence not found or inactive
+        """
+        # nosemgrep: odoo-sudo-without-context
+        geofence = (
+            self.env["spp.gis.geofence"].sudo().search([("uuid", "=", feature_id), ("active", "=", True)], limit=1)
+        )
+        if not geofence:
+            raise MissingError(f"Feature {feature_id} not found in collection geofences")
+
+        feature = geofence.to_geojson()
+
+        # Add OGC links
+        ogc_base = f"{self.base_url}/gis/ogc"
+        feature.setdefault("links", [])
+        feature["links"].append(
+            {
+                "href": f"{ogc_base}/collections/{GEOFENCES_COLLECTION_ID}/items/{feature_id}",
+                "rel": "self",
+                "type": "application/geo+json",
+            }
+        )
+        feature["links"].append(
+            {
+                "href": f"{ogc_base}/collections/{GEOFENCES_COLLECTION_ID}",
+                "rel": "collection",
+                "type": "application/json",
+            }
+        )
+        return feature
+
+    # --- Geofence write methods (OGC Features Part 4) ---
+
+    def create_geofence_feature(self, feature_input):
+        """Create a geofence from a GeoJSON Feature.
+
+        Args:
+            feature_input: GeoJSON Feature dict with geometry and properties
+
+        Returns:
+            dict: {"feature": GeoJSON Feature, "location": URL string}
+
+        Raises:
+            ValueError: If input validation fails
+        """
+        geometry = feature_input.get("geometry")
+        properties = feature_input.get("properties", {})
+
+        # Validate geometry
+        if not geometry:
+            raise ValueError("Geometry is required")
+        geom_type = geometry.get("type", "")
+        if geom_type not in _ALLOWED_GEOFENCE_GEOMETRY_TYPES:
+            raise ValueError(f"Geometry type '{geom_type}' is not allowed. Must be Polygon or MultiPolygon.")
+
+        # Validate required properties
+        name = properties.get("name")
+        if not name:
+            raise ValueError("Property 'name' is required")
+
+        # Validate geofence_type
+        geofence_type = properties.get("geofence_type", "custom")
+        self._validate_geofence_type(geofence_type)
+
+        # Build create vals
+        vals = {
+            "name": name,
+            "geometry": json.dumps(geometry),
+            "geofence_type": geofence_type,
+            "created_from": "api",
+        }
+
+        if properties.get("description"):
+            vals["description"] = properties["description"]
+
+        # Resolve tags
+        if properties.get("tags"):
+            vals["tag_ids"] = self._resolve_geofence_tags(properties["tags"])
+
+        # Resolve incident_code
+        if properties.get("incident_code"):
+            vals["incident_id"] = self._resolve_incident_code(properties["incident_code"])
+
+        # nosemgrep: odoo-sudo-without-context
+        geofence = self.env["spp.gis.geofence"].sudo().create(vals)
+
+        feature = geofence.to_geojson()
+        ogc_base = f"{self.base_url}/gis/ogc"
+        location = f"{ogc_base}/collections/{GEOFENCES_COLLECTION_ID}/items/{geofence.uuid}"
+
+        return {"feature": feature, "location": location}
+
+    def replace_geofence_feature(self, feature_id, feature_input):
+        """Replace a geofence (PUT semantics: full replacement).
+
+        Args:
+            feature_id: Geofence UUID
+            feature_input: GeoJSON Feature dict
+
+        Returns:
+            dict: Updated GeoJSON Feature
+
+        Raises:
+            MissingError: If geofence not found
+            ValueError: If input validation fails
+        """
+        # nosemgrep: odoo-sudo-without-context
+        geofence = (
+            self.env["spp.gis.geofence"].sudo().search([("uuid", "=", feature_id), ("active", "=", True)], limit=1)
+        )
+        if not geofence:
+            raise MissingError(f"Feature {feature_id} not found in collection geofences")
+
+        geometry = feature_input.get("geometry")
+        properties = feature_input.get("properties", {})
+
+        # Validate geometry
+        if not geometry:
+            raise ValueError("Geometry is required")
+        geom_type = geometry.get("type", "")
+        if geom_type not in _ALLOWED_GEOFENCE_GEOMETRY_TYPES:
+            raise ValueError(f"Geometry type '{geom_type}' is not allowed. Must be Polygon or MultiPolygon.")
+
+        # Validate required properties
+        name = properties.get("name")
+        if not name:
+            raise ValueError("Property 'name' is required")
+
+        # Validate geofence_type
+        geofence_type = properties.get("geofence_type", "custom")
+        self._validate_geofence_type(geofence_type)
+
+        # Build write vals (full replacement)
+        vals = {
+            "name": name,
+            "geometry": json.dumps(geometry),
+            "geofence_type": geofence_type,
+            "description": properties.get("description", False),
+        }
+
+        # Resolve tags (replace all)
+        if "tags" in properties:
+            vals["tag_ids"] = self._resolve_geofence_tags(properties["tags"])
+        else:
+            # PUT is full replacement: clear tags if not provided
+            from odoo import Command
+
+            vals["tag_ids"] = [Command.clear()]
+
+        # Resolve incident_code
+        if properties.get("incident_code"):
+            vals["incident_id"] = self._resolve_incident_code(properties["incident_code"])
+        else:
+            vals["incident_id"] = False
+
+        geofence.write(vals)
+        # Invalidate to pick up recomputed area_sqkm
+        geofence.invalidate_recordset()
+
+        return geofence.to_geojson()
+
+    def delete_geofence_feature(self, feature_id):
+        """Soft delete a geofence (set active=False).
+
+        Args:
+            feature_id: Geofence UUID
+
+        Raises:
+            MissingError: If geofence not found
+        """
+        # nosemgrep: odoo-sudo-without-context
+        geofence = (
+            self.env["spp.gis.geofence"].sudo().search([("uuid", "=", feature_id), ("active", "=", True)], limit=1)
+        )
+        if not geofence:
+            raise MissingError(f"Feature {feature_id} not found in collection geofences")
+
+        geofence.write({"active": False})
+
+    def _validate_geofence_type(self, geofence_type):
+        """Validate geofence_type against available selection values.
+
+        Args:
+            geofence_type: Type string to validate
+
+        Raises:
+            ValueError: If type is not valid, with message listing valid options
+        """
+        # nosemgrep: odoo-sudo-without-context
+        field = self.env["spp.gis.geofence"].sudo()._fields["geofence_type"]
+        valid_values = [key for key, _label in field.selection]
+        if geofence_type not in valid_values:
+            raise ValueError(f"Invalid geofence_type '{geofence_type}'. Valid options: {', '.join(valid_values)}")
+
+    def _resolve_geofence_tags(self, tag_names):
+        """Resolve tag names to Many2many write commands (search-or-create).
+
+        Args:
+            tag_names: List of tag name strings
+
+        Returns:
+            list: Odoo Command list for tag_ids field
+        """
+        from odoo import Command
+
+        if not tag_names:
+            return [Command.clear()]
+
+        # nosemgrep: odoo-sudo-without-context
+        Tag = self.env["spp.gis.geofence.tag"].sudo()
+        tag_ids = []
+        for name in tag_names:
+            tag = Tag.search([("name", "=", name)], limit=1)
+            if not tag:
+                tag = Tag.create({"name": name})
+            tag_ids.append(tag.id)
+
+        return [Command.set(tag_ids)]
+
+    def _resolve_incident_code(self, incident_code):
+        """Resolve incident code to incident record ID.
+
+        Args:
+            incident_code: Hazard incident code string
+
+        Returns:
+            int: Incident record ID
+
+        Raises:
+            ValueError: If incident not found
+        """
+        # nosemgrep: odoo-sudo-without-context
+        incident = self.env["spp.hazard.incident"].sudo().search([("code", "=", incident_code)], limit=1)
+        if not incident:
+            raise ValueError(f"Incident with code '{incident_code}' not found")
+        return incident.id
+
     def _get_report_base_level(self, report_code):
         """Look up the base_area_level for a report by code.
 
diff --git a/spp_api_v2_gis/tests/__init__.py b/spp_api_v2_gis/tests/__init__.py
index c192cf5b..784494c3 100644
--- a/spp_api_v2_gis/tests/__init__.py
+++ b/spp_api_v2_gis/tests/__init__.py
@@ -11,3 +11,4 @@
 from . import test_statistics_endpoint
 from . import test_batch_query
 from . import test_proximity_query
+from . import test_ogc_geofence_crud
diff --git a/spp_api_v2_gis/tests/test_ogc_geofence_crud.py b/spp_api_v2_gis/tests/test_ogc_geofence_crud.py
new file mode 100644
index 00000000..6f99f810
--- /dev/null
+++ b/spp_api_v2_gis/tests/test_ogc_geofence_crud.py
@@ -0,0 +1,495 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Tests for OGC API - Features Part 4: CRUD for Geofences.
+
+Tests cover:
+- Phase 1: Read path (collection discovery, GET items, GET single item)
+- Phase 2: Write path (POST, PUT, DELETE)
+"""
+
+import json
+import logging
+
+from odoo.exceptions import MissingError
+from odoo.tests import tagged
+from odoo.tests.common import TransactionCase
+
+_logger = logging.getLogger(__name__)
+
+# Sample polygon covering a small area in Southeast Asia
+SAMPLE_POLYGON = {
+    "type": "Polygon",
+    "coordinates": [
+        [
+            [100.0, 0.0],
+            [101.0, 0.0],
+            [101.0, 1.0],
+            [100.0, 1.0],
+            [100.0, 0.0],
+        ]
+    ],
+}
+
+# Another polygon, shifted east
+SAMPLE_POLYGON_2 = {
+    "type": "Polygon",
+    "coordinates": [
+        [
+            [102.0, 2.0],
+            [103.0, 2.0],
+            [103.0, 3.0],
+            [102.0, 3.0],
+            [102.0, 2.0],
+        ]
+    ],
+}
+
+
+@tagged("post_install", "-at_install")
+class TestOGCGeofenceRead(TransactionCase):
+    """Phase 1: Read path tests for geofence OGC collection."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+
+        cls.Geofence = cls.env["spp.gis.geofence"]
+
+        cls.geofence1 = cls.Geofence.create(
+            {
+                "name": "OGC Read Test Area 1",
+                "geometry": json.dumps(SAMPLE_POLYGON),
+                "geofence_type": "area_of_interest",
+                "created_from": "api",
+            }
+        )
+        cls.geofence2 = cls.Geofence.create(
+            {
+                "name": "OGC Read Test Area 2",
+                "geometry": json.dumps(SAMPLE_POLYGON_2),
+                "geofence_type": "custom",
+                "created_from": "ui",
+            }
+        )
+        # Inactive geofence (soft-deleted)
+        cls.geofence_inactive = cls.Geofence.create(
+            {
+                "name": "OGC Read Inactive",
+                "geometry": json.dumps(SAMPLE_POLYGON),
+                "geofence_type": "custom",
+                "active": False,
+            }
+        )
+
+    def _make_service(self, base_url="http://localhost:8069/api/v2/spp"):
+        from ..services.ogc_service import OGCService
+
+        return OGCService(self.env, base_url)
+
+    # --- to_geojson top-level id ---
+
+    def test_to_geojson_has_top_level_id(self):
+        """to_geojson() must emit 'id' at the Feature top level (OGC Req 23)."""
+        feature = self.geofence1.to_geojson()
+        self.assertIn("id", feature)
+        self.assertEqual(feature["id"], self.geofence1.uuid)
+
+    # --- Collection discovery ---
+
+    def test_collections_includes_geofences(self):
+        """GET /collections must include a 'geofences' collection."""
+        service = self._make_service()
+        result = service.get_collections()
+
+        ids = [c["id"] for c in result["collections"]]
+        self.assertIn("geofences", ids)
+
+    def test_geofences_collection_has_bbox(self):
+        """Geofences collection metadata must include extent.spatial.bbox."""
+        service = self._make_service()
+        collection = service.get_collection("geofences")
+
+        self.assertIn("extent", collection)
+        self.assertIn("spatial", collection["extent"])
+        self.assertIn("bbox", collection["extent"]["spatial"])
+        bbox = collection["extent"]["spatial"]["bbox"][0]
+        self.assertEqual(len(bbox), 4)
+        # bbox should encompass both test geofences: lon 100..103, lat 0..3
+        self.assertLessEqual(bbox[0], 100.0)  # west
+        self.assertLessEqual(bbox[1], 0.0)  # south
+        self.assertGreaterEqual(bbox[2], 103.0)  # east
+        self.assertGreaterEqual(bbox[3], 3.0)  # north
+
+    def test_geofences_collection_has_items_link(self):
+        """Geofences collection must have an 'items' link."""
+        service = self._make_service()
+        collection = service.get_collection("geofences")
+
+        link_rels = [link["rel"] for link in collection["links"]]
+        self.assertIn("items", link_rels)
+        self.assertIn("self", link_rels)
+
+    # --- _parse_collection_id ---
+
+    def test_parse_collection_id_geofences(self):
+        """'geofences' must parse as ('geofence', None, None)."""
+        service = self._make_service()
+        layer_type, layer_id, admin_level = service._parse_collection_id("geofences")
+
+        self.assertEqual(layer_type, "geofence")
+        self.assertIsNone(layer_id)
+        self.assertIsNone(admin_level)
+
+    # --- GET items ---
+
+    def test_get_items_returns_feature_collection(self):
+        """GET items returns GeoJSON FeatureCollection with pagination."""
+        service = self._make_service()
+        result = service.get_collection_items("geofences")
+
+        self.assertEqual(result["type"], "FeatureCollection")
+        self.assertIn("numberMatched", result)
+        self.assertIn("numberReturned", result)
+        self.assertIn("features", result)
+        self.assertGreaterEqual(result["numberMatched"], 2)
+
+    def test_get_items_features_have_top_level_id(self):
+        """Each feature in GET items must have a top-level 'id'."""
+        service = self._make_service()
+        result = service.get_collection_items("geofences")
+
+        for feature in result["features"]:
+            self.assertIn("id", feature)
+            self.assertIsNotNone(feature["id"])
+
+    def test_get_items_features_have_expected_properties(self):
+        """Features must include all documented properties."""
+        service = self._make_service()
+        result = service.get_collection_items("geofences")
+
+        self.assertGreater(len(result["features"]), 0)
+        props = result["features"][0]["properties"]
+
+        expected_keys = [
+            "uuid",
+            "name",
+            "description",
+            "geofence_type",
+            "geofence_type_label",
+            "area_sqkm",
+            "tags",
+            "created_from",
+            "created_by",
+            "create_date",
+        ]
+        for key in expected_keys:
+            self.assertIn(key, props, f"Missing property: {key}")
+
+    def test_get_items_excludes_inactive(self):
+        """GET items must exclude inactive (soft-deleted) geofences by default."""
+        service = self._make_service()
+        result = service.get_collection_items("geofences")
+
+        uuids = [f["id"] for f in result["features"]]
+        self.assertNotIn(self.geofence_inactive.uuid, uuids)
+
+    def test_get_items_pagination(self):
+        """GET items respects limit and offset."""
+        service = self._make_service()
+        result = service.get_collection_items("geofences", limit=1, offset=0)
+
+        self.assertEqual(result["numberReturned"], 1)
+        self.assertGreaterEqual(result["numberMatched"], 2)
+
+    def test_get_items_bbox_filter(self):
+        """bbox filter returns only geofences intersecting the box."""
+        service = self._make_service()
+        # bbox covering only geofence1 (100-101, 0-1), not geofence2 (102-103, 2-3)
+        result = service.get_collection_items("geofences", bbox=[99.5, -0.5, 101.5, 1.5])
+
+        uuids = [f["id"] for f in result["features"]]
+        self.assertIn(self.geofence1.uuid, uuids)
+        self.assertNotIn(self.geofence2.uuid, uuids)
+
+    def test_get_items_geofence_type_filter(self):
+        """geofence_type filter returns only matching geofences."""
+        service = self._make_service()
+        result = service.get_collection_items("geofences", geofence_type="area_of_interest")
+
+        for feature in result["features"]:
+            self.assertEqual(feature["properties"]["geofence_type"], "area_of_interest")
+
+    # --- GET single item ---
+
+    def test_get_item_by_uuid(self):
+        """GET single item by UUID returns the correct feature."""
+        service = self._make_service()
+        feature = service.get_collection_item("geofences", self.geofence1.uuid)
+
+        self.assertEqual(feature["type"], "Feature")
+        self.assertEqual(feature["id"], self.geofence1.uuid)
+        self.assertEqual(feature["properties"]["name"], "OGC Read Test Area 1")
+
+    def test_get_item_inactive_returns_404(self):
+        """GET single inactive item returns MissingError (404)."""
+        service = self._make_service()
+
+        with self.assertRaises(MissingError):
+            service.get_collection_item("geofences", self.geofence_inactive.uuid)
+
+    def test_get_item_nonexistent_returns_404(self):
+        """GET single item with bad UUID returns MissingError (404)."""
+        service = self._make_service()
+
+        with self.assertRaises(MissingError):
+            service.get_collection_item("geofences", "nonexistent-uuid-12345")
+
+    # --- Conformance ---
+
+    def test_conformance_includes_crud_class(self):
+        """Conformance must include OGC Features Part 4 create-replace-delete."""
+        service = self._make_service()
+        conf = service.get_conformance()
+
+        self.assertIn(
+            "http://www.opengis.net/spec/ogcapi-features-4/1.0/conf/create-replace-delete",
+            conf["conformsTo"],
+        )
+
+
+@tagged("post_install", "-at_install")
+class TestOGCGeofenceWrite(TransactionCase):
+    """Phase 2: Write path tests for geofence OGC collection."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+
+        cls.Geofence = cls.env["spp.gis.geofence"]
+
+        # Create a geofence to test PUT and DELETE on
+        cls.existing_geofence = cls.Geofence.create(
+            {
+                "name": "OGC Write Existing",
+                "geometry": json.dumps(SAMPLE_POLYGON),
+                "geofence_type": "custom",
+                "created_from": "api",
+            }
+        )
+
+    def _make_service(self, base_url="http://localhost:8069/api/v2/spp"):
+        from ..services.ogc_service import OGCService
+
+        return OGCService(self.env, base_url)
+
+    # --- POST (create) ---
+
+    def test_post_creates_geofence(self):
+        """POST creates a geofence and returns 201-style result."""
+        service = self._make_service()
+        feature_input = {
+            "type": "Feature",
+            "geometry": SAMPLE_POLYGON_2,
+            "properties": {
+                "name": "OGC POST Test",
+                "geofence_type": "area_of_interest",
+            },
+        }
+
+        result = service.create_geofence_feature(feature_input)
+
+        self.assertEqual(result["feature"]["type"], "Feature")
+        self.assertIn("id", result["feature"])
+        self.assertEqual(result["feature"]["properties"]["name"], "OGC POST Test")
+        self.assertEqual(result["feature"]["properties"]["created_from"], "api")
+        self.assertIsNotNone(result["location"])
+
+    def test_post_with_tags_resolves_or_creates(self):
+        """POST with tags creates tag records if they don't exist."""
+        service = self._make_service()
+        feature_input = {
+            "type": "Feature",
+            "geometry": SAMPLE_POLYGON,
+            "properties": {
+                "name": "OGC POST Tags Test",
+                "tags": ["ogc-tag-alpha", "ogc-tag-beta"],
+            },
+        }
+
+        result = service.create_geofence_feature(feature_input)
+
+        props = result["feature"]["properties"]
+        self.assertIn("ogc-tag-alpha", props["tags"])
+        self.assertIn("ogc-tag-beta", props["tags"])
+
+    def test_post_with_incident_code(self):
+        """POST with incident_code links to hazard incident."""
+        # Create hazard incident
+        category = self.env["spp.hazard.category"].create({"name": "OGC Test Cat", "code": "OGC_TEST_CAT"})
+        self.env["spp.hazard.incident"].create(
+            {
+                "name": "OGC Test Flood",
+                "code": "OGC-FLOOD-001",
+                "category_id": category.id,
+                "start_date": "2026-01-01",
+            }
+        )
+
+        service = self._make_service()
+        feature_input = {
+            "type": "Feature",
+            "geometry": SAMPLE_POLYGON,
+            "properties": {
+                "name": "OGC POST Incident Test",
+                "geofence_type": "hazard_zone",
+                "incident_code": "OGC-FLOOD-001",
+            },
+        }
+
+        result = service.create_geofence_feature(feature_input)
+
+        props = result["feature"]["properties"]
+        self.assertEqual(props["incident_id"], "OGC-FLOOD-001")
+        self.assertEqual(props["incident_name"], "OGC Test Flood")
+
+    def test_post_invalid_geofence_type_returns_error(self):
+        """POST with invalid geofence_type raises ValueError with valid options."""
+        service = self._make_service()
+        feature_input = {
+            "type": "Feature",
+            "geometry": SAMPLE_POLYGON,
+            "properties": {
+                "name": "Bad Type Test",
+                "geofence_type": "nonexistent_type",
+            },
+        }
+
+        with self.assertRaises(ValueError) as cm:
+            service.create_geofence_feature(feature_input)
+
+        # Error message should list valid options
+        self.assertIn("geofence_type", str(cm.exception))
+
+    def test_post_invalid_geometry_type_returns_error(self):
+        """POST with Point geometry raises ValueError."""
+        service = self._make_service()
+        feature_input = {
+            "type": "Feature",
+            "geometry": {"type": "Point", "coordinates": [100.0, 0.0]},
+            "properties": {"name": "Bad Geom Test"},
+        }
+
+        with self.assertRaises(ValueError) as cm:
+            service.create_geofence_feature(feature_input)
+
+        self.assertIn("Polygon", str(cm.exception))
+
+    def test_post_missing_name_returns_error(self):
+        """POST without 'name' property raises ValueError."""
+        service = self._make_service()
+        feature_input = {
+            "type": "Feature",
+            "geometry": SAMPLE_POLYGON,
+            "properties": {},
+        }
+
+        with self.assertRaises(ValueError):
+            service.create_geofence_feature(feature_input)
+
+    # --- PUT (replace) ---
+
+    def test_put_replaces_geofence(self):
+        """PUT replaces geofence geometry and properties."""
+        service = self._make_service()
+        feature_input = {
+            "type": "Feature",
+            "geometry": SAMPLE_POLYGON_2,
+            "properties": {
+                "name": "OGC PUT Replaced",
+                "geofence_type": "area_of_interest",
+                "description": "Updated via PUT",
+            },
+        }
+
+        result = service.replace_geofence_feature(self.existing_geofence.uuid, feature_input)
+
+        self.assertEqual(result["type"], "Feature")
+        self.assertEqual(result["properties"]["name"], "OGC PUT Replaced")
+        self.assertEqual(result["properties"]["description"], "Updated via PUT")
+        self.assertEqual(result["properties"]["geofence_type"], "area_of_interest")
+
+    def test_put_recomputes_area(self):
+        """PUT recomputes area_sqkm from the new geometry."""
+        service = self._make_service()
+
+        # Get original area
+        original_area = self.existing_geofence.area_sqkm
+
+        # Replace with a larger polygon
+        large_polygon = {
+            "type": "Polygon",
+            "coordinates": [
+                [
+                    [100.0, 0.0],
+                    [105.0, 0.0],
+                    [105.0, 5.0],
+                    [100.0, 5.0],
+                    [100.0, 0.0],
+                ]
+            ],
+        }
+        feature_input = {
+            "type": "Feature",
+            "geometry": large_polygon,
+            "properties": {
+                "name": "OGC PUT Area Recompute",
+            },
+        }
+
+        result = service.replace_geofence_feature(self.existing_geofence.uuid, feature_input)
+
+        new_area = result["properties"]["area_sqkm"]
+        self.assertGreater(new_area, original_area)
+
+    def test_put_missing_feature_returns_error(self):
+        """PUT on nonexistent UUID raises MissingError."""
+        service = self._make_service()
+        feature_input = {
+            "type": "Feature",
+            "geometry": SAMPLE_POLYGON,
+            "properties": {"name": "No Such Feature"},
+        }
+
+        with self.assertRaises(MissingError):
+            service.replace_geofence_feature("nonexistent-uuid-99999", feature_input)
+
+    # --- DELETE ---
+
+    def test_delete_soft_deletes(self):
+        """DELETE sets active=False; subsequent GET returns 404."""
+        # Create a geofence specifically for deletion
+        geofence = self.Geofence.create(
+            {
+                "name": "OGC Delete Target",
+                "geometry": json.dumps(SAMPLE_POLYGON),
+                "geofence_type": "custom",
+            }
+        )
+        uuid = geofence.uuid
+
+        service = self._make_service()
+        service.delete_geofence_feature(uuid)
+
+        # Verify soft-deleted
+        geofence.invalidate_recordset()
+        self.assertFalse(geofence.with_context(active_test=False).active)
+
+        # GET should now return 404
+        with self.assertRaises(MissingError):
+            service.get_collection_item("geofences", uuid)
+
+    def test_delete_missing_feature_returns_error(self):
+        """DELETE on nonexistent UUID raises MissingError."""
+        service = self._make_service()
+
+        with self.assertRaises(MissingError):
+            service.delete_geofence_feature("nonexistent-uuid-99999")
diff --git a/spp_gis/models/geofence.py b/spp_gis/models/geofence.py
index 7dc2cf78..683ed8ff 100644
--- a/spp_gis/models/geofence.py
+++ b/spp_gis/models/geofence.py
@@ -179,6 +179,7 @@ def to_geojson(self):
         if not self.geometry:
             return {
                 "type": "Feature",
+                "id": self.uuid,
                 "geometry": None,
                 "properties": self._get_geojson_properties(),
             }
@@ -192,6 +193,7 @@ def to_geojson(self):
 
         return {
             "type": "Feature",
+            "id": self.uuid,
             "geometry": geometry_dict,
             "properties": self._get_geojson_properties(),
         }

From 138687d6537169d5c5e01430e58188556b3050dc Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 12:15:25 +0700
Subject: [PATCH 33/70] refactor(spp_api_v2_gis): simplify geofence CRUD after
 review

- Use GEOFENCES_COLLECTION_ID constant in router instead of raw string
- Extract _validate_geofence_input() to deduplicate create/replace validation
- Batch-search tags in _resolve_geofence_tags() to avoid N+1 queries
- Remove unnecessary invalidate_recordset() after write() in PUT handler
---
 spp_api_v2_gis/routers/ogc_features.py | 10 ++--
 spp_api_v2_gis/services/ogc_service.py | 67 ++++++++++++++------------
 2 files changed, 40 insertions(+), 37 deletions(-)

diff --git a/spp_api_v2_gis/routers/ogc_features.py b/spp_api_v2_gis/routers/ogc_features.py
index 42c86ca3..cc415db2 100644
--- a/spp_api_v2_gis/routers/ogc_features.py
+++ b/spp_api_v2_gis/routers/ogc_features.py
@@ -38,7 +38,7 @@
     Conformance,
     LandingPage,
 )
-from ..services.ogc_service import OGCService
+from ..services.ogc_service import GEOFENCES_COLLECTION_ID, OGCService
 from ..services.qml_template_service import QMLTemplateService
 
 _logger = logging.getLogger(__name__)
@@ -266,7 +266,7 @@ async def options_collection_items(
     QGIS sends OPTIONS to discover allowed methods before fetching features.
     Geofences collection advertises write methods (POST, PUT, DELETE).
     """
-    if collection_id == "geofences":
+    if collection_id == GEOFENCES_COLLECTION_ID:
         allow = "GET, HEAD, OPTIONS, POST, PUT, DELETE"
     else:
         allow = "GET, HEAD, OPTIONS"
@@ -293,7 +293,7 @@ async def post_collection_item(
     api_client: Annotated[dict, Depends(get_authenticated_client)],
 ):
     """Create a new feature (OGC API - Features Part 4)."""
-    if collection_id != "geofences":
+    if collection_id != GEOFENCES_COLLECTION_ID:
         raise HTTPException(
             status_code=status.HTTP_405_METHOD_NOT_ALLOWED,
             detail="POST is only supported for the geofences collection",
@@ -343,7 +343,7 @@ async def put_collection_item(
     api_client: Annotated[dict, Depends(get_authenticated_client)],
 ):
     """Replace a feature (OGC API - Features Part 4)."""
-    if collection_id != "geofences":
+    if collection_id != GEOFENCES_COLLECTION_ID:
         raise HTTPException(
             status_code=status.HTTP_405_METHOD_NOT_ALLOWED,
             detail="PUT is only supported for the geofences collection",
@@ -394,7 +394,7 @@ async def delete_collection_item(
     api_client: Annotated[dict, Depends(get_authenticated_client)],
 ):
     """Delete a feature (OGC API - Features Part 4)."""
-    if collection_id != "geofences":
+    if collection_id != GEOFENCES_COLLECTION_ID:
         raise HTTPException(
             status_code=status.HTTP_405_METHOD_NOT_ALLOWED,
             detail="DELETE is only supported for the geofences collection",
diff --git a/spp_api_v2_gis/services/ogc_service.py b/spp_api_v2_gis/services/ogc_service.py
index e6944443..6fcadea4 100644
--- a/spp_api_v2_gis/services/ogc_service.py
+++ b/spp_api_v2_gis/services/ogc_service.py
@@ -743,37 +743,50 @@ def _get_geofence_item(self, feature_id):
 
     # --- Geofence write methods (OGC Features Part 4) ---
 
-    def create_geofence_feature(self, feature_input):
-        """Create a geofence from a GeoJSON Feature.
+    def _validate_geofence_input(self, feature_input):
+        """Validate and extract fields from a GeoJSON Feature for geofence create/replace.
 
         Args:
-            feature_input: GeoJSON Feature dict with geometry and properties
+            feature_input: GeoJSON Feature dict
 
         Returns:
-            dict: {"feature": GeoJSON Feature, "location": URL string}
+            tuple: (geometry_dict, properties_dict, name, geofence_type)
 
         Raises:
-            ValueError: If input validation fails
+            ValueError: If validation fails
         """
         geometry = feature_input.get("geometry")
         properties = feature_input.get("properties", {})
 
-        # Validate geometry
         if not geometry:
             raise ValueError("Geometry is required")
         geom_type = geometry.get("type", "")
         if geom_type not in _ALLOWED_GEOFENCE_GEOMETRY_TYPES:
             raise ValueError(f"Geometry type '{geom_type}' is not allowed. Must be Polygon or MultiPolygon.")
 
-        # Validate required properties
         name = properties.get("name")
         if not name:
             raise ValueError("Property 'name' is required")
 
-        # Validate geofence_type
         geofence_type = properties.get("geofence_type", "custom")
         self._validate_geofence_type(geofence_type)
 
+        return geometry, properties, name, geofence_type
+
+    def create_geofence_feature(self, feature_input):
+        """Create a geofence from a GeoJSON Feature.
+
+        Args:
+            feature_input: GeoJSON Feature dict with geometry and properties
+
+        Returns:
+            dict: {"feature": GeoJSON Feature, "location": URL string}
+
+        Raises:
+            ValueError: If input validation fails
+        """
+        geometry, properties, name, geofence_type = self._validate_geofence_input(feature_input)
+
         # Build create vals
         vals = {
             "name": name,
@@ -823,24 +836,7 @@ def replace_geofence_feature(self, feature_id, feature_input):
         if not geofence:
             raise MissingError(f"Feature {feature_id} not found in collection geofences")
 
-        geometry = feature_input.get("geometry")
-        properties = feature_input.get("properties", {})
-
-        # Validate geometry
-        if not geometry:
-            raise ValueError("Geometry is required")
-        geom_type = geometry.get("type", "")
-        if geom_type not in _ALLOWED_GEOFENCE_GEOMETRY_TYPES:
-            raise ValueError(f"Geometry type '{geom_type}' is not allowed. Must be Polygon or MultiPolygon.")
-
-        # Validate required properties
-        name = properties.get("name")
-        if not name:
-            raise ValueError("Property 'name' is required")
-
-        # Validate geofence_type
-        geofence_type = properties.get("geofence_type", "custom")
-        self._validate_geofence_type(geofence_type)
+        geometry, properties, name, geofence_type = self._validate_geofence_input(feature_input)
 
         # Build write vals (full replacement)
         vals = {
@@ -866,8 +862,6 @@ def replace_geofence_feature(self, feature_id, feature_input):
             vals["incident_id"] = False
 
         geofence.write(vals)
-        # Invalidate to pick up recomputed area_sqkm
-        geofence.invalidate_recordset()
 
         return geofence.to_geojson()
 
@@ -907,6 +901,8 @@ def _validate_geofence_type(self, geofence_type):
     def _resolve_geofence_tags(self, tag_names):
         """Resolve tag names to Many2many write commands (search-or-create).
 
+        Batch-searches existing tags first to avoid N+1 queries.
+
         Args:
             tag_names: List of tag name strings
 
@@ -920,12 +916,19 @@ def _resolve_geofence_tags(self, tag_names):
 
         # nosemgrep: odoo-sudo-without-context
         Tag = self.env["spp.gis.geofence.tag"].sudo()
+
+        # Batch search: one query for all existing tags
+        existing = Tag.search([("name", "in", tag_names)])
+        existing_by_name = {t.name: t.id for t in existing}
+
+        # Create only the missing tags
         tag_ids = []
         for name in tag_names:
-            tag = Tag.search([("name", "=", name)], limit=1)
-            if not tag:
-                tag = Tag.create({"name": name})
-            tag_ids.append(tag.id)
+            if name in existing_by_name:
+                tag_ids.append(existing_by_name[name])
+            else:
+                new_tag = Tag.create({"name": name})
+                tag_ids.append(new_tag.id)
 
         return [Command.set(tag_ids)]
 

From 3220f03eccc5e7c3469f424df1b195ff4e4e6a08 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 14:19:39 +0700
Subject: [PATCH 34/70] fix(spp_api_v2_gis): resolve geometry null and missing
 bbox for data layers

GeoField returns Shapely objects, but _fetch_layer_features and
_get_layer_feature_by_id tried json.loads()/wkt.loads() on them,
which failed silently leaving geometry: null. Check __geo_interface__
first, matching the pattern already used in _get_report_feature_by_id.

Also add extent.spatial.bbox to data layer collection metadata via
ST_Extent, and storageCrs/geometryDimension to geofences collection
so QGIS recognizes spatial layers even when empty.
---
 spp_api_v2_gis/services/layers_service.py | 49 +++++++++++---------
 spp_api_v2_gis/services/ogc_service.py    | 56 ++++++++++++++++++++++-
 2 files changed, 82 insertions(+), 23 deletions(-)

diff --git a/spp_api_v2_gis/services/layers_service.py b/spp_api_v2_gis/services/layers_service.py
index ffdf0d9f..e8c1b048 100644
--- a/spp_api_v2_gis/services/layers_service.py
+++ b/spp_api_v2_gis/services/layers_service.py
@@ -379,20 +379,20 @@ def _fetch_layer_features(self, layer, include_geometry, limit=None, offset=0, b
                 geo_value = getattr(record, geo_field_name)
                 if geo_value:
                     try:
-                        # Try parsing as JSON first (GeoJSON format)
-                        geometry = json.loads(geo_value)
-                        feature["geometry"] = geometry
-                    except (json.JSONDecodeError, TypeError):
-                        # Try parsing as WKT
-                        try:
-                            from shapely import wkt
-
-                            shape = wkt.loads(geo_value)
-                            feature["geometry"] = shape.__geo_interface__
-                        except ImportError:
-                            _logger.warning("shapely not available for WKT parsing")
-                        except Exception as e:
-                            _logger.warning("Failed to parse geometry: %s", e)
+                        # GeoField returns Shapely geometry objects
+                        if hasattr(geo_value, "__geo_interface__"):
+                            feature["geometry"] = geo_value.__geo_interface__
+                        else:
+                            # Fallback for string values (GeoJSON or WKT)
+                            try:
+                                feature["geometry"] = json.loads(geo_value)
+                            except (json.JSONDecodeError, TypeError):
+                                from shapely import wkt
+
+                                shape = wkt.loads(geo_value)
+                                feature["geometry"] = shape.__geo_interface__
+                    except Exception as e:
+                        _logger.warning("Failed to parse geometry: %s", e)
 
             features.append(feature)
 
@@ -581,15 +581,20 @@ def _get_layer_feature_by_id(self, layer_id, feature_id):
             geo_value = getattr(record, geo_field_name)
             if geo_value:
                 try:
-                    geometry = json.loads(geo_value)
-                except (json.JSONDecodeError, TypeError):
-                    try:
-                        from shapely import wkt
+                    # GeoField returns Shapely geometry objects
+                    if hasattr(geo_value, "__geo_interface__"):
+                        geometry = geo_value.__geo_interface__
+                    else:
+                        # Fallback for string values (GeoJSON or WKT)
+                        try:
+                            geometry = json.loads(geo_value)
+                        except (json.JSONDecodeError, TypeError):
+                            from shapely import wkt
 
-                        shape = wkt.loads(geo_value)
-                        geometry = shape.__geo_interface__
-                    except (ImportError, Exception) as e:
-                        _logger.warning("Failed to parse geometry: %s", e)
+                            shape = wkt.loads(geo_value)
+                            geometry = shape.__geo_interface__
+                except Exception as e:
+                    _logger.warning("Failed to parse geometry: %s", e)
 
         # nosemgrep: odoo-expose-database-id
         return {
diff --git a/spp_api_v2_gis/services/ogc_service.py b/spp_api_v2_gis/services/ogc_service.py
index 6fcadea4..51b7aeb6 100644
--- a/spp_api_v2_gis/services/ogc_service.py
+++ b/spp_api_v2_gis/services/ogc_service.py
@@ -482,7 +482,7 @@ def _data_layer_to_collection(self, layer):
                 }
             )
 
-        return {
+        collection = {
             "id": collection_id,
             "title": layer["name"],
             "description": f"Data layer from {layer.get('source_model', 'unknown')}",
@@ -491,6 +491,55 @@ def _data_layer_to_collection(self, layer):
             "links": links,
         }
 
+        bbox = self._compute_data_layer_bbox(layer["id"])
+        if bbox:
+            collection["extent"] = {
+                "spatial": {
+                    "bbox": [bbox],
+                    "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
+                },
+            }
+
+        return collection
+
+    def _compute_data_layer_bbox(self, layer_id):
+        """Compute spatial bounding box for a data layer via PostGIS.
+
+        Args:
+            layer_id: Data layer database ID
+
+        Returns:
+            list: [west, south, east, north] or None if no geometry
+        """
+        try:
+            # nosemgrep: odoo-sudo-without-context
+            Layer = self.env["spp.gis.data.layer"].sudo()
+            layer = Layer.browse(int(layer_id))
+            if not layer.exists() or not layer.geo_field_id or not layer.model_name:
+                return None
+
+            table_name = self.env[layer.model_name]._table
+            column_name = layer.geo_field_id.name
+
+            # Use parameterized identifiers via format (safe: values come from model metadata)
+            self.env.cr.execute(
+                f"""
+                SELECT
+                    ST_XMin(ST_Extent({column_name})),
+                    ST_YMin(ST_Extent({column_name})),
+                    ST_XMax(ST_Extent({column_name})),
+                    ST_YMax(ST_Extent({column_name}))
+                FROM {table_name}
+                WHERE {column_name} IS NOT NULL
+                """,
+            )
+            row = self.env.cr.fetchone()
+            if row and row[0] is not None:
+                return [row[0], row[1], row[2], row[3]]
+        except Exception as e:
+            _logger.warning("Failed to compute bbox for data layer %s: %s", layer_id, e)
+        return None
+
     def _compute_report_bbox(self, report_code):
         """Compute spatial bounding box for a report's areas via PostGIS.
 
@@ -580,6 +629,11 @@ def _geofences_to_collection(self):
             ],
         }
 
+        # Advertise geometry type so QGIS recognizes this as a spatial layer
+        # even when the collection is empty
+        collection["storageCrs"] = "http://www.opengis.net/def/crs/OGC/1.3/CRS84"
+        collection["geometryDimension"] = 2
+
         bbox = self._compute_geofence_bbox()
         if bbox:
             collection["extent"] = {

From 17d86197c3e8940a80da0bbd02a73b73df6dec60 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 14:29:24 +0700
Subject: [PATCH 35/70] feat(spp_api_v2_gis): block geofence delete when
 referenced by programs

Prevent soft-deletion of geofences that are linked to any program
(active or archived), since they serve as historical records of
geographic scope. Returns 409 Conflict with program names in the
error message. Gracefully skips the check when spp_program_geofence
is not installed.
---
 spp_api_v2_gis/routers/ogc_features.py        |  5 ++
 spp_api_v2_gis/services/ogc_service.py        | 27 +++++++++
 .../tests/test_ogc_geofence_crud.py           | 55 +++++++++++++++++++
 3 files changed, 87 insertions(+)

diff --git a/spp_api_v2_gis/routers/ogc_features.py b/spp_api_v2_gis/routers/ogc_features.py
index cc415db2..f00fa2d8 100644
--- a/spp_api_v2_gis/routers/ogc_features.py
+++ b/spp_api_v2_gis/routers/ogc_features.py
@@ -410,6 +410,11 @@ async def delete_collection_item(
             status_code=status.HTTP_404_NOT_FOUND,
             detail=str(e),
         ) from e
+    except ValueError as e:
+        raise HTTPException(
+            status_code=status.HTTP_409_CONFLICT,
+            detail=str(e),
+        ) from e
 
 
 @ogc_features_router.get(
diff --git a/spp_api_v2_gis/services/ogc_service.py b/spp_api_v2_gis/services/ogc_service.py
index 51b7aeb6..074631e0 100644
--- a/spp_api_v2_gis/services/ogc_service.py
+++ b/spp_api_v2_gis/services/ogc_service.py
@@ -927,6 +927,7 @@ def delete_geofence_feature(self, feature_id):
 
         Raises:
             MissingError: If geofence not found
+            ValueError: If geofence is referenced by a program
         """
         # nosemgrep: odoo-sudo-without-context
         geofence = (
@@ -935,8 +936,34 @@ def delete_geofence_feature(self, feature_id):
         if not geofence:
             raise MissingError(f"Feature {feature_id} not found in collection geofences")
 
+        self._check_geofence_not_referenced(geofence)
         geofence.write({"active": False})
 
+    def _check_geofence_not_referenced(self, geofence):
+        """Block deletion if the geofence is linked to any program.
+
+        Checks both active and inactive programs since geofences serve as
+        historical records of a program's geographic scope.
+
+        Args:
+            geofence: spp.gis.geofence record
+
+        Raises:
+            ValueError: If geofence is referenced by one or more programs
+        """
+        if "spp.program" not in self.env or "geofence_ids" not in self.env["spp.program"]._fields:
+            return
+        # nosemgrep: odoo-sudo-without-context
+        programs = (
+            self.env["spp.program"]
+            .sudo()
+            .with_context(active_test=False)
+            .search([("geofence_ids", "in", geofence.ids)], limit=5)
+        )
+        if programs:
+            names = ", ".join(programs.mapped("name")[:5])
+            raise ValueError(f"Cannot delete geofence: referenced by program(s): {names}")
+
     def _validate_geofence_type(self, geofence_type):
         """Validate geofence_type against available selection values.
 
diff --git a/spp_api_v2_gis/tests/test_ogc_geofence_crud.py b/spp_api_v2_gis/tests/test_ogc_geofence_crud.py
index 6f99f810..c35ccc4a 100644
--- a/spp_api_v2_gis/tests/test_ogc_geofence_crud.py
+++ b/spp_api_v2_gis/tests/test_ogc_geofence_crud.py
@@ -493,3 +493,58 @@ def test_delete_missing_feature_returns_error(self):
 
         with self.assertRaises(MissingError):
             service.delete_geofence_feature("nonexistent-uuid-99999")
+
+    def test_delete_allowed_when_no_program_module(self):
+        """DELETE succeeds when spp_program_geofence is not installed."""
+        # spp_program_geofence is not a dependency of spp_api_v2_gis,
+        # so spp.program should not have geofence_ids in this test env.
+        # _check_geofence_not_referenced should be a no-op.
+        geofence = self.Geofence.create(
+            {
+                "name": "OGC Delete No Program",
+                "geometry": json.dumps(SAMPLE_POLYGON),
+                "geofence_type": "custom",
+            }
+        )
+        uuid = geofence.uuid
+
+        service = self._make_service()
+        service.delete_geofence_feature(uuid)
+
+        geofence.invalidate_recordset()
+        self.assertFalse(geofence.with_context(active_test=False).active)
+
+    def test_delete_blocked_when_referenced_by_program(self):
+        """DELETE raises ValueError if geofence is linked to a program."""
+        geofence = self.Geofence.create(
+            {
+                "name": "OGC Delete Referenced",
+                "geometry": json.dumps(SAMPLE_POLYGON),
+                "geofence_type": "custom",
+            }
+        )
+
+        service = self._make_service()
+
+        # Patch _check_geofence_not_referenced to simulate a program reference
+        original_check = service._check_geofence_not_referenced
+
+        def mock_check(gf):
+            raise ValueError("Cannot delete geofence: referenced by program(s): Test Program")
+
+        service._check_geofence_not_referenced = mock_check
+
+        with self.assertRaises(ValueError) as cm:
+            service.delete_geofence_feature(geofence.uuid)
+
+        self.assertIn("referenced by program", str(cm.exception))
+
+        # Verify geofence is still active (delete was blocked)
+        geofence.invalidate_recordset()
+        self.assertTrue(geofence.active)
+
+        # Restore and verify normal delete still works
+        service._check_geofence_not_referenced = original_check
+        service.delete_geofence_feature(geofence.uuid)
+        geofence.invalidate_recordset()
+        self.assertFalse(geofence.with_context(active_test=False).active)

From c57eb4c036c57383f709111658bbc528d8155108 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 14:46:15 +0700
Subject: [PATCH 36/70] feat(spp_gis_report): replace boolean disaggregation
 with dimension_ids

Replace hardcoded disaggregate_by_gender/age/disability booleans with a
Many2many to spp.demographic.dimension, enabling extensible disaggregation.

- Add spp_metrics_services dependency
- Extract _prepare_area_context() shared helper from _compute_base_aggregation()
- Update controller, views, wizard, and tests for new field
- Add post-init migration hook for boolean-to-dimension migration
---
 spp_gis_report/__init__.py                    | 79 ++++++++++++++++
 spp_gis_report/__manifest__.py                |  2 +
 spp_gis_report/controllers/geojson.py         | 30 +++---
 spp_gis_report/models/gis_report.py           | 91 ++++++++++++-------
 spp_gis_report/tests/test_gis_report_api.py   | 33 ++++++-
 .../tests/test_gis_report_wizard.py           | 49 ++++++++--
 spp_gis_report/views/gis_report_views.xml     | 13 +--
 spp_gis_report/wizards/gis_report_wizard.py   | 16 +---
 .../wizards/gis_report_wizard_views.xml       |  7 +-
 9 files changed, 235 insertions(+), 85 deletions(-)

diff --git a/spp_gis_report/__init__.py b/spp_gis_report/__init__.py
index ada0b87b..5884335c 100644
--- a/spp_gis_report/__init__.py
+++ b/spp_gis_report/__init__.py
@@ -1,3 +1,82 @@
+import logging
+
 from . import controllers
 from . import models
 from . import wizards
+
+_logger = logging.getLogger(__name__)
+
+# Mapping: old boolean field name -> dimension technical name
+_BOOL_TO_DIMENSION = {
+    "disaggregate_by_gender": "gender",
+    "disaggregate_by_age": "age_group",
+    "disaggregate_by_disability": "disability_status",
+}
+
+
+def _migrate_boolean_disaggregation(env):
+    """Post-init hook: migrate boolean disaggregation flags to dimension_ids.
+
+    Looks up reports that had boolean flags set and links them to the
+    corresponding spp.demographic.dimension records. Logs a warning
+    (does not crash) if a dimension record is not found.
+    """
+    cr = env.cr
+
+    # Check if the old boolean columns still exist
+    cr.execute(
+        """
+        SELECT column_name FROM information_schema.columns
+        WHERE table_name = 'spp_gis_report'
+          AND column_name IN ('disaggregate_by_gender', 'disaggregate_by_age', 'disaggregate_by_disability')
+        """
+    )
+    existing_columns = {row[0] for row in cr.fetchall()}
+
+    if not existing_columns:
+        _logger.info("No legacy boolean disaggregation columns found, skipping migration")
+        return
+
+    # Get the m2m relation table name
+    Dimension = env["spp.demographic.dimension"]
+
+    for bool_field, dim_name in _BOOL_TO_DIMENSION.items():
+        if bool_field not in existing_columns:
+            continue
+
+        # Find reports with this boolean set
+        cr.execute(
+            f"SELECT id FROM spp_gis_report WHERE {bool_field} = true"  # nosec B608
+        )
+        report_ids = [row[0] for row in cr.fetchall()]
+        if not report_ids:
+            continue
+
+        dimension = Dimension.search([("name", "=", dim_name)], limit=1)
+        if not dimension:
+            _logger.warning(
+                "Dimension '%s' not found, cannot migrate %d reports with %s=True",
+                dim_name,
+                len(report_ids),
+                bool_field,
+            )
+            continue
+
+        # Insert m2m links (skip duplicates)
+        for report_id in report_ids:
+            cr.execute(
+                """
+                INSERT INTO spp_gis_report_spp_demographic_dimension_rel
+                    (spp_gis_report_id, spp_demographic_dimension_id)
+                VALUES (%s, %s)
+                ON CONFLICT DO NOTHING
+                """,
+                (report_id, dimension.id),
+            )
+
+        _logger.info(
+            "Migrated %d reports from %s=True to dimension '%s'",
+            len(report_ids),
+            bool_field,
+            dim_name,
+        )
diff --git a/spp_gis_report/__manifest__.py b/spp_gis_report/__manifest__.py
index 3fcf7318..981dd2fd 100644
--- a/spp_gis_report/__manifest__.py
+++ b/spp_gis_report/__manifest__.py
@@ -10,6 +10,7 @@
     "depends": [
         "spp_area",
         "spp_gis",
+        "spp_metrics_services",
         "spp_registry",
         "spp_vocabulary",
         "spp_cel_domain",
@@ -46,6 +47,7 @@
             "spp_gis_report/static/src/css/gis_report.css",
         ],
     },
+    "post_init_hook": "_migrate_boolean_disaggregation",
     "installable": True,
     "application": False,
     "auto_install": False,
diff --git a/spp_gis_report/controllers/geojson.py b/spp_gis_report/controllers/geojson.py
index 20dde19e..4a1cc0aa 100644
--- a/spp_gis_report/controllers/geojson.py
+++ b/spp_gis_report/controllers/geojson.py
@@ -100,23 +100,19 @@ def list_reports(self):
             for report in reports:
                 admin_levels = report.data_ids.mapped("area_level") if report.data_ids else []
 
-                report_list.append(
-                    {
-                        "code": report.code,
-                        "name": report.name,
-                        "category": report.category_id.name if report.category_id else None,
-                        "last_refresh": (report.last_refresh.isoformat() if report.last_refresh else None),
-                        "admin_levels_available": sorted(set(admin_levels)),
-                        "has_disaggregation": any(
-                            [
-                                report.disaggregate_by_gender,
-                                report.disaggregate_by_age,
-                                report.disaggregate_by_disability,
-                                report.disaggregate_by_tag_ids,
-                            ]
-                        ),
-                    }
-                )
+                report_data = {
+                    "code": report.code,
+                    "name": report.name,
+                    "category": report.category_id.name if report.category_id else None,
+                    "last_refresh": (report.last_refresh.isoformat() if report.last_refresh else None),
+                    "admin_levels_available": sorted(set(admin_levels)),
+                    "has_disaggregation": bool(report.dimension_ids) or bool(report.disaggregate_by_tag_ids),
+                }
+                if report.dimension_ids:
+                    report_data["disaggregation_dimensions"] = [
+                        {"name": d.name, "label": d.label} for d in report.dimension_ids
+                    ]
+                report_list.append(report_data)
 
             return self._json_response({"reports": report_list})
 
diff --git a/spp_gis_report/models/gis_report.py b/spp_gis_report/models/gis_report.py
index c2d07087..dfbe0319 100644
--- a/spp_gis_report/models/gis_report.py
+++ b/spp_gis_report/models/gis_report.py
@@ -294,17 +294,10 @@ def _get_source_model_domain(self):
     )
 
     # ===== Disaggregation Configuration =====
-    disaggregate_by_gender = fields.Boolean(
-        "Disaggregate by Gender",
-        help="Show gender breakdown in popup",
-    )
-    disaggregate_by_age = fields.Boolean(
-        "Disaggregate by Age Group",
-        help="Show age group breakdown in popup",
-    )
-    disaggregate_by_disability = fields.Boolean(
-        "Disaggregate by Disability",
-        help="Show disability status breakdown",
+    dimension_ids = fields.Many2many(
+        "spp.demographic.dimension",
+        string="Disaggregation Dimensions",
+        help="Demographic dimensions to compute disaggregation for (e.g., gender, age group)",
     )
     disaggregate_by_tag_ids = fields.Many2many(
         "spp.vocabulary",
@@ -435,46 +428,41 @@ def _compute_is_stale(self):
             else:
                 report.is_stale = False
 
-    def _compute_base_aggregation(self):
-        """Compute aggregated values at the base area level.
+    def _prepare_area_context(self):
+        """Build shared area context for aggregation and disaggregation.
 
-        Uses Odoo's read_group for efficient aggregation. For very large
-        datasets (1M+ records), consider using PostGIS-optimized SQL queries.
+        Computes the filter domain, area field, base areas, and the
+        child_to_base mapping that maps descendant areas to their
+        base-level ancestor. Both _compute_base_aggregation and
+        _compute_disaggregation use this context.
 
         Returns:
-            dict: {area_id: {'raw': float, 'count': int, 'weight': float}}
+            dict: Area context with keys:
+                - domain: list, the filter domain including area filter
+                - child_to_base: dict, mapping area_id -> base_area_id
+                - base_areas: recordset, areas at base_area_level
+                - area_field: str, first part of area_field_path
+            Returns None if no source model or no base areas exist.
         """
         self.ensure_one()
-        _logger.info("Computing base aggregation for report ID %s", self.id)
 
-        # Get the source model
         if not self.source_model:
             _logger.warning("No source model configured for report ID %s", self.id)
-            return {}
-
-        Model = self.env[self.source_model]
+            return None
 
-        # Build the filter domain
         domain = self._build_filter_domain()
-
-        # Get area field (first part of path)
         area_field = self.area_field_path.split(".")[0]
 
-        # Get areas at the base level
         base_areas = self.env["spp.area"].search([("area_level", "=", self.base_area_level)])
-
         if not base_areas:
             _logger.info("No areas at level %s found", self.base_area_level)
-            return {}
+            return None
 
         # Build mapping from descendant areas to their base-level ancestor.
         # Registrants may be assigned to areas more granular than base_area_level
         # (e.g., barangays when base level is municipality). We include all
         # descendant areas in the query and aggregate results back to the
         # base-level parent.
-        #
-        # Fetch all descendants of all base areas in a single query, then build
-        # the child_to_base mapping in memory to avoid an N+1 query pattern.
         child_to_base = {base_area.id: base_area.id for base_area in base_areas}
         all_descendants = self.env["spp.area"].search(
             [
@@ -482,7 +470,6 @@ def _compute_base_aggregation(self):
                 ("id", "not in", base_areas.ids),
             ]
         )
-        # For each descendant, walk up its parent chain to find the base-level ancestor
         for desc in all_descendants:
             ancestor = desc.parent_id
             while ancestor and ancestor.id not in child_to_base:
@@ -490,9 +477,44 @@ def _compute_base_aggregation(self):
             if ancestor:
                 child_to_base[desc.id] = child_to_base[ancestor.id]
 
-        # Add area filter to domain (base areas + all descendants)
+        # Add area filter to domain
         domain.append((area_field, "in", list(child_to_base.keys())))
 
+        return {
+            "domain": domain,
+            "child_to_base": child_to_base,
+            "base_areas": base_areas,
+            "area_field": area_field,
+        }
+
+    def _compute_base_aggregation(self, area_context=None):
+        """Compute aggregated values at the base area level.
+
+        Uses Odoo's read_group for efficient aggregation. For very large
+        datasets (1M+ records), consider using PostGIS-optimized SQL queries.
+
+        Args:
+            area_context: Optional pre-computed area context from _prepare_area_context().
+                If not provided, it will be computed internally.
+
+        Returns:
+            dict: {area_id: {'raw': float, 'count': int, 'weight': float}}
+        """
+        self.ensure_one()
+        _logger.info("Computing base aggregation for report ID %s", self.id)
+
+        if area_context is None:
+            area_context = self._prepare_area_context()
+
+        if area_context is None:
+            return {}
+
+        Model = self.env[self.source_model]
+        domain = list(area_context["domain"])
+        area_field = area_context["area_field"]
+        base_areas = area_context["base_areas"]
+        child_to_base = area_context["child_to_base"]
+
         # Initialize results for all base areas with 0
         # This ensures areas with no matching records get 0 instead of being missing
         results = {area.id: {"raw": 0, "count": 0, "weight": 0} for area in base_areas}
@@ -1190,8 +1212,11 @@ def _refresh_data(self):
         self.ensure_one()
         _logger.info("Starting full refresh for report ID %s", self.id)
 
+        # Step 0: Build shared area context
+        area_context = self._prepare_area_context()
+
         # Step 1: Compute base aggregation
-        base_results = self._compute_base_aggregation()
+        base_results = self._compute_base_aggregation(area_context)
 
         if not base_results:
             _logger.info("No data found for report ID %s", self.id)
diff --git a/spp_gis_report/tests/test_gis_report_api.py b/spp_gis_report/tests/test_gis_report_api.py
index 051c49c3..6f4b51aa 100644
--- a/spp_gis_report/tests/test_gis_report_api.py
+++ b/spp_gis_report/tests/test_gis_report_api.py
@@ -104,6 +104,21 @@ def setUpClass(cls):
             }
         )
 
+        # Get or create a gender dimension for test
+        cls.gender_dimension = cls.env["spp.demographic.dimension"].search(
+            [("name", "=", "gender")], limit=1
+        )
+        if not cls.gender_dimension:
+            cls.gender_dimension = cls.env["spp.demographic.dimension"].create(
+                {
+                    "name": "gender",
+                    "label": "Gender",
+                    "dimension_type": "field",
+                    "field_path": "gender_id.code",
+                    "value_labels_json": {"1": "Male", "2": "Female", "0": "Not Known"},
+                }
+            )
+
         # Create report with disaggregation
         cls.report_disagg = cls.env["spp.gis.report"].create(
             {
@@ -115,7 +130,7 @@ def setUpClass(cls):
                 "aggregation_method": "count",
                 "normalization_method": "raw",
                 "base_area_level": 2,
-                "disaggregate_by_gender": True,
+                "dimension_ids": [(6, 0, [cls.gender_dimension.id])],
             }
         )
         cls.env["spp.gis.report.data"].create(
@@ -328,16 +343,24 @@ def test_10_geojson_simple_format(self):
         self.assertNotIn("metadata", result)
 
     def test_11_geojson_with_disaggregation(self):
-        """Test GeoJSON includes disaggregation data when requested."""
+        """Test GeoJSON includes flat disagg_* properties when requested."""
         self.authenticate("admin", "admin")
         result = self._get_json(
             "/api/v2/GISReport/api_disagg_test/geojson?include_disaggregation=true&include_geometry=false"
         )
 
-        # Verify disaggregation included
+        # Verify flat disagg_* properties are present
         feature = result["features"][0]
-        self.assertIn("disaggregation", feature["properties"])
-        self.assertIn("gender", feature["properties"]["disaggregation"])
+        props = feature["properties"]
+        # The stored disaggregation has gender.male=60, gender.female=40
+        self.assertIn("disagg_gender_male", props)
+        self.assertEqual(props["disagg_gender_male"], 60)
+        self.assertIn("disagg_gender_female", props)
+        self.assertEqual(props["disagg_gender_female"], 40)
+
+        # Verify disaggregation metadata in the metadata block
+        metadata = result.get("metadata", {})
+        self.assertIn("disaggregation", metadata)
 
     def test_12_geojson_report_not_found(self):
         """Test GeoJSON endpoint handles non-existent report."""
diff --git a/spp_gis_report/tests/test_gis_report_wizard.py b/spp_gis_report/tests/test_gis_report_wizard.py
index c66f0415..695f7a60 100644
--- a/spp_gis_report/tests/test_gis_report_wizard.py
+++ b/spp_gis_report/tests/test_gis_report_wizard.py
@@ -349,6 +349,18 @@ def test_14_wizard_code_uniqueness(self):
 
     def test_15_wizard_prepare_report_vals(self):
         """Test preparation of report values from wizard."""
+        # Get or create a gender dimension for test
+        gender_dim = self.env["spp.demographic.dimension"].search([("name", "=", "gender")], limit=1)
+        if not gender_dim:
+            gender_dim = self.env["spp.demographic.dimension"].create(
+                {
+                    "name": "gender",
+                    "label": "Gender",
+                    "dimension_type": "field",
+                    "field_path": "gender_id.code",
+                }
+            )
+
         wizard = self.env["spp.gis.report.wizard"].create(
             {
                 "template_id": self.template.id,
@@ -357,7 +369,7 @@ def test_15_wizard_prepare_report_vals(self):
                 "base_area_level": 2,
                 "normalization_method": "per_area_sqkm",
                 "enable_rollup": True,
-                "disaggregate_by_gender": True,
+                "dimension_ids": [(6, 0, [gender_dim.id])],
                 "threshold_mode": "auto_quartile",
                 "refresh_mode": "scheduled",
                 "refresh_interval": "hourly",
@@ -376,7 +388,8 @@ def test_15_wizard_prepare_report_vals(self):
         self.assertEqual(vals["base_area_level"], 2)
         self.assertEqual(vals["normalization_method"], "per_area_sqkm")
         self.assertTrue(vals["enable_rollup"])
-        self.assertTrue(vals["disaggregate_by_gender"])
+        # dimension_ids should be a Command tuple
+        self.assertIn("dimension_ids", vals)
 
         # Check threshold fields
         self.assertEqual(vals["threshold_mode"], "auto_quartile")
@@ -418,22 +431,44 @@ def test_17_wizard_no_template_error(self):
         self.assertIn("template", str(cm.exception).lower())
 
     def test_18_wizard_disaggregation_options(self):
-        """Test disaggregation options are properly set."""
+        """Test disaggregation dimension_ids are properly set."""
+        # Get or create dimensions for test
+        gender_dim = self.env["spp.demographic.dimension"].search([("name", "=", "gender")], limit=1)
+        if not gender_dim:
+            gender_dim = self.env["spp.demographic.dimension"].create(
+                {
+                    "name": "gender",
+                    "label": "Gender",
+                    "dimension_type": "field",
+                    "field_path": "gender_id.code",
+                }
+            )
+        age_dim = self.env["spp.demographic.dimension"].search([("name", "=", "age_group")], limit=1)
+        if not age_dim:
+            age_dim = self.env["spp.demographic.dimension"].create(
+                {
+                    "name": "age_group",
+                    "label": "Age Group",
+                    "dimension_type": "expression",
+                    "cel_expression": "age_bucket(r.birthdate)",
+                }
+            )
+
         wizard = self.env["spp.gis.report.wizard"].create(
             {
                 "template_id": self.template.id,
                 "name": "Disaggregation Test",
                 "base_area_level": 2,
-                "disaggregate_by_gender": True,
-                "disaggregate_by_age": True,
+                "dimension_ids": [(6, 0, [gender_dim.id, age_dim.id])],
             }
         )
 
         result = wizard.action_create_report()
         report = self.env["spp.gis.report"].browse(result["res_id"])
 
-        self.assertTrue(report.disaggregate_by_gender)
-        self.assertTrue(report.disaggregate_by_age)
+        self.assertEqual(len(report.dimension_ids), 2)
+        self.assertIn(gender_dim, report.dimension_ids)
+        self.assertIn(age_dim, report.dimension_ids)
 
     def test_19_wizard_color_schemes(self):
         """Test different color scheme options."""
diff --git a/spp_gis_report/views/gis_report_views.xml b/spp_gis_report/views/gis_report_views.xml
index b861a84d..8e6cc7ee 100644
--- a/spp_gis_report/views/gis_report_views.xml
+++ b/spp_gis_report/views/gis_report_views.xml
@@ -327,16 +327,9 @@ Part of OpenSPP. See LICENSE file for full copyright and licensing details.
                             >
                                 <group name="disaggregation_group">
                                     <field
-                                        name="disaggregate_by_gender"
-                                        string="By Gender"
-                                    />
-                                    <field
-                                        name="disaggregate_by_age"
-                                        string="By Age Group"
-                                    />
-                                    <field
-                                        name="disaggregate_by_disability"
-                                        string="By Disability Status"
+                                        name="dimension_ids"
+                                        widget="many2many_tags"
+                                        string="Dimensions"
                                     />
                                 </group>
                                 <group name="disaggregation_tags_group">
diff --git a/spp_gis_report/wizards/gis_report_wizard.py b/spp_gis_report/wizards/gis_report_wizard.py
index c0e809dd..13ccca00 100644
--- a/spp_gis_report/wizards/gis_report_wizard.py
+++ b/spp_gis_report/wizards/gis_report_wizard.py
@@ -102,15 +102,10 @@ class GISReportWizard(models.TransientModel):
     )
 
     # Disaggregation options
-    disaggregate_by_gender = fields.Boolean(
-        string="Include Gender Disaggregation",
-        default=False,
-        help="Show gender breakdown in map popups",
-    )
-    disaggregate_by_age = fields.Boolean(
-        string="Include Age Group Disaggregation",
-        default=False,
-        help="Show age group breakdown in map popups",
+    dimension_ids = fields.Many2many(
+        "spp.demographic.dimension",
+        string="Disaggregation Dimensions",
+        help="Demographic dimensions to compute disaggregation for",
     )
 
     # Rollup
@@ -360,8 +355,7 @@ def _prepare_report_vals(self):
             "base_area_level": self.base_area_level,
             "normalization_method": self.normalization_method,
             "enable_rollup": self.enable_rollup,
-            "disaggregate_by_gender": self.disaggregate_by_gender,
-            "disaggregate_by_age": self.disaggregate_by_age,
+            "dimension_ids": [(6, 0, self.dimension_ids.ids)],
             # Thresholds
             "threshold_mode": self.threshold_mode,
             "color_scheme_id": self.color_scheme_id.id,
diff --git a/spp_gis_report/wizards/gis_report_wizard_views.xml b/spp_gis_report/wizards/gis_report_wizard_views.xml
index 9d7cd451..223aab16 100644
--- a/spp_gis_report/wizards/gis_report_wizard_views.xml
+++ b/spp_gis_report/wizards/gis_report_wizard_views.xml
@@ -147,8 +147,11 @@
                     <!-- Additional Options -->
                     <group string="Options">
                         <field name="enable_rollup" />
-                        <field name="disaggregate_by_gender" />
-                        <field name="disaggregate_by_age" />
+                        <field
+                            name="dimension_ids"
+                            widget="many2many_tags"
+                            string="Disaggregation Dimensions"
+                        />
                     </group>
                 </div>
 

From 7d257d49820a6711d717766b47262a7815e4b0b0 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 14:48:56 +0700
Subject: [PATCH 37/70] feat(spp_gis_report): implement disaggregation
 computation and flat GeoJSON output

- Add _compute_disaggregation() that evaluates demographic dimensions
  per registrant and aggregates counts by (area, dimension, value)
- Wire into _refresh_data() to populate disaggregation JSON on data records
- Update _to_geojson() to flatten disaggregation into disagg_* properties
  for QGIS compatibility (RFC 7946 compliant flat key-value properties)
- Add disaggregation dimension metadata to GeoJSON metadata block
- Add comprehensive tests for computation, storage, and GeoJSON output
---
 spp_gis_report/models/gis_report.py         | 112 +++++++-
 spp_gis_report/tests/__init__.py            |   1 +
 spp_gis_report/tests/test_disaggregation.py | 292 ++++++++++++++++++++
 3 files changed, 403 insertions(+), 2 deletions(-)
 create mode 100644 spp_gis_report/tests/test_disaggregation.py

diff --git a/spp_gis_report/models/gis_report.py b/spp_gis_report/models/gis_report.py
index dfbe0319..99aedfbf 100644
--- a/spp_gis_report/models/gis_report.py
+++ b/spp_gis_report/models/gis_report.py
@@ -594,6 +594,86 @@ def _compute_base_aggregation(self, area_context=None):
 
         return results
 
+    def _compute_disaggregation(self, area_context):
+        """Compute disaggregation counts per area for configured dimensions.
+
+        Evaluates each demographic dimension for all registrants matching the
+        report's filter, groups by base-level area, and returns per-area counts
+        by dimension value.
+
+        Args:
+            area_context: Area context from _prepare_area_context()
+
+        Returns:
+            dict: {area_id: {dim_name: {raw_value: count}}}
+                  Empty dict if no dimensions or non-partner source model.
+        """
+        self.ensure_one()
+
+        if not self.dimension_ids:
+            return {}
+
+        if self.source_model != "res.partner":
+            return {}
+
+        if area_context is None:
+            return {}
+
+        domain = list(area_context["domain"])
+        child_to_base = area_context["child_to_base"]
+        base_areas = area_context["base_areas"]
+        area_field = area_context["area_field"]
+
+        # Query registrant IDs and their area field
+        Partner = self.env["res.partner"]
+        registrants = Partner.search_read(domain, [area_field], order="id")
+
+        if not registrants:
+            return {}
+
+        # Group registrant IDs by base-level area
+        area_registrant_ids = {}
+        all_registrant_ids = []
+        for reg in registrants:
+            area_val = reg[area_field]
+            if not area_val:
+                continue
+            area_id = area_val[0] if isinstance(area_val, (list, tuple)) else area_val
+            base_id = child_to_base.get(area_id)
+            if base_id is None:
+                continue
+            area_registrant_ids.setdefault(base_id, []).append(reg["id"])
+            all_registrant_ids.append(reg["id"])
+
+        if not all_registrant_ids:
+            return {}
+
+        # Evaluate all dimensions via the cache service
+        cache_service = self.env["spp.metrics.dimension.cache"]
+        dim_evaluations = {}
+        for dimension in self.dimension_ids:
+            dim_evaluations[dimension.name] = cache_service.evaluate_dimension_batch(
+                dimension, all_registrant_ids
+            )
+
+        # Aggregate counts per (area, dimension, value)
+        results = {}
+        for area_id in base_areas.ids:
+            reg_ids = area_registrant_ids.get(area_id, [])
+            if not reg_ids:
+                continue
+            area_disagg = {}
+            for dimension in self.dimension_ids:
+                evals = dim_evaluations[dimension.name]
+                value_counts = {}
+                for rid in reg_ids:
+                    value = evals.get(rid, dimension.default_value or "unknown")
+                    value_counts[value] = value_counts.get(value, 0) + 1
+                area_disagg[dimension.name] = value_counts
+            results[area_id] = area_disagg
+
+        return results
+
     def _build_filter_domain(self):
         """Build the complete filter domain including context filters.
 
@@ -1290,6 +1370,9 @@ def _refresh_data(self):
                     }
                 )
 
+        # Step 7b: Compute disaggregation (if dimensions configured)
+        disaggregation_by_area = self._compute_disaggregation(area_context)
+
         # Step 8: Store results in spp.gis.report.data
         now = fields.Datetime.now()
 
@@ -1316,6 +1399,7 @@ def _refresh_data(self):
                 "bucket_color": data.get("bucket_color", "#CCCCCC"),
                 "bucket_label": data.get("bucket_label", "No Data"),
                 "computed_at": now,
+                "disaggregation": disaggregation_by_area.get(area_id) or False,
             }
 
             if area_id in existing_data:
@@ -1536,9 +1620,11 @@ def _to_geojson(
                     "household_count": data.area_id.household_count,
                 }
 
-            # Add disaggregation if requested
+            # Add disaggregation as flat disagg_* properties for QGIS compatibility
             if include_disaggregation and data.disaggregation:
-                properties["disaggregation"] = data.disaggregation
+                for dim_name, value_counts in data.disaggregation.items():
+                    for raw_value, count in value_counts.items():
+                        properties[f"disagg_{dim_name}_{raw_value}"] = count
 
             # Build feature
             feature = {
@@ -1613,6 +1699,28 @@ def _to_geojson(
             )
         metadata["thresholds"] = thresholds
 
+        # Add disaggregation dimension metadata (for interpreting disagg_* properties)
+        if include_disaggregation and self.dimension_ids:
+            disagg_metadata = []
+            for dim in self.dimension_ids:
+                dim_info = {
+                    "name": dim.name,
+                    "label": dim.label,
+                    "property_prefix": f"disagg_{dim.name}_",
+                }
+                if dim.value_labels_json:
+                    labels = dim.value_labels_json
+                    if isinstance(labels, str):
+                        import json
+
+                        try:
+                            labels = json.loads(labels)
+                        except (json.JSONDecodeError, TypeError):
+                            labels = {}
+                    dim_info["value_labels"] = labels
+                disagg_metadata.append(dim_info)
+            metadata["disaggregation"] = disagg_metadata
+
         # Add summary statistics if we have data
         if data_records:
             summary = self._get_summary(
diff --git a/spp_gis_report/tests/__init__.py b/spp_gis_report/tests/__init__.py
index 1ad03b1a..27947077 100644
--- a/spp_gis_report/tests/__init__.py
+++ b/spp_gis_report/tests/__init__.py
@@ -6,5 +6,6 @@
 from . import test_gis_report
 from . import test_gis_report_api
 from . import test_gis_report_computation
+from . import test_disaggregation
 from . import test_gis_report_data
 from . import test_gis_report_wizard
diff --git a/spp_gis_report/tests/test_disaggregation.py b/spp_gis_report/tests/test_disaggregation.py
new file mode 100644
index 00000000..63bf25dd
--- /dev/null
+++ b/spp_gis_report/tests/test_disaggregation.py
@@ -0,0 +1,292 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+
+import logging
+
+from odoo.tests import TransactionCase, tagged
+
+from .common import GISReportTestBase
+
+_logger = logging.getLogger(__name__)
+
+
+@tagged("post_install", "-at_install")
+class TestDisaggregation(GISReportTestBase):
+    """Test disaggregation computation via demographic dimensions."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+
+        # Create gender dimension (field-based)
+        cls.gender_dimension = cls.env["spp.demographic.dimension"].search(
+            [("name", "=", "gender")], limit=1
+        )
+        if not cls.gender_dimension:
+            cls.gender_dimension = cls.env["spp.demographic.dimension"].create(
+                {
+                    "name": "gender",
+                    "label": "Gender",
+                    "dimension_type": "field",
+                    "field_path": "gender_id.code",
+                    "value_labels_json": {"1": "Male", "2": "Female", "0": "Not Known"},
+                    "default_value": "unknown",
+                }
+            )
+
+        # Create age_group dimension (field-based for testing, uses a simple field)
+        cls.age_dimension = cls.env["spp.demographic.dimension"].search(
+            [("name", "=", "age_group")], limit=1
+        )
+        if not cls.age_dimension:
+            cls.age_dimension = cls.env["spp.demographic.dimension"].create(
+                {
+                    "name": "age_group",
+                    "label": "Age Group",
+                    "dimension_type": "field",
+                    "field_path": "is_group",
+                    "value_labels_json": {"true": "Group", "false": "Individual"},
+                    "default_value": "unknown",
+                }
+            )
+
+        # Create individuals-only dimension
+        cls.individual_dimension = cls.env["spp.demographic.dimension"].create(
+            {
+                "name": "test_individual_dim",
+                "label": "Test Individual Dim",
+                "dimension_type": "field",
+                "field_path": "is_registrant",
+                "applies_to": "individuals",
+                "default_value": "n/a",
+            }
+        )
+
+    # =========================================================================
+    # Phase B: _compute_disaggregation() tests
+    # =========================================================================
+
+    def test_disaggregation_no_dimensions_returns_empty(self):
+        """Test _compute_disaggregation returns empty dict when no dimensions configured."""
+        report = self.create_test_report(name="No Dims Report")
+        area_context = report._prepare_area_context()
+        result = report._compute_disaggregation(area_context)
+        self.assertEqual(result, {})
+
+    def test_disaggregation_non_partner_model_returns_empty(self):
+        """Test _compute_disaggregation returns empty dict for non-partner source model."""
+        # Find a non-partner model
+        area_model = self.env["ir.model"].search([("model", "=", "spp.area")], limit=1)
+        if not area_model:
+            return  # Skip if spp.area model not found
+
+        report = self.env["spp.gis.report"].create(
+            {
+                "name": "Non-Partner Report",
+                "code": "non_partner_test",
+                "category_id": self.category.id,
+                "source_model_id": area_model.id,
+                "area_field_path": "parent_id",
+                "aggregation_method": "count",
+                "normalization_method": "raw",
+                "base_area_level": 2,
+                "dimension_ids": [(6, 0, [self.gender_dimension.id])],
+            }
+        )
+        area_context = report._prepare_area_context()
+        result = report._compute_disaggregation(area_context)
+        self.assertEqual(result, {})
+
+    def test_disaggregation_with_gender_dimension(self):
+        """Test _compute_disaggregation with gender dimension returns per-area counts."""
+        report = self.create_test_report(
+            name="Gender Disagg Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+        )
+        area_context = report._prepare_area_context()
+        result = report._compute_disaggregation(area_context)
+
+        # We have 3 registrants total:
+        # - individual_1 in district_1 (no gender set, should get default)
+        # - individual_2 in district_2
+        # - group in district_1
+        # All lack gender_id, so all should fall to default_value="unknown"
+
+        # We should have results for areas that have registrants
+        self.assertIsInstance(result, dict)
+        # Each area result should have a "gender" key
+        for area_id, disagg in result.items():
+            self.assertIn("gender", disagg)
+
+    def test_disaggregation_with_multiple_dimensions(self):
+        """Test _compute_disaggregation with multiple dimensions."""
+        report = self.create_test_report(
+            name="Multi Dim Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id, self.age_dimension.id])],
+        )
+        area_context = report._prepare_area_context()
+        result = report._compute_disaggregation(area_context)
+
+        # Each area result should have both dimension keys
+        for area_id, disagg in result.items():
+            self.assertIn("gender", disagg)
+            self.assertIn("age_group", disagg)
+
+    def test_disaggregation_applies_to_filtering(self):
+        """Test _compute_disaggregation respects applies_to on dimensions."""
+        report = self.create_test_report(
+            name="Applies To Test",
+            dimension_ids=[(6, 0, [self.individual_dimension.id])],
+        )
+        area_context = report._prepare_area_context()
+        result = report._compute_disaggregation(area_context)
+
+        # The dimension only applies to individuals. Groups should get "n/a".
+        self.assertIsInstance(result, dict)
+        # District 1 has both an individual and a group
+        if self.area_district_1.id in result:
+            dim_data = result[self.area_district_1.id]["test_individual_dim"]
+            # The group registrant should have "n/a" value
+            self.assertIn("n/a", dim_data)
+
+    def test_disaggregation_none_area_context_returns_empty(self):
+        """Test _compute_disaggregation returns empty dict when area_context is None."""
+        report = self.create_test_report(
+            name="None Context Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+        )
+        result = report._compute_disaggregation(None)
+        self.assertEqual(result, {})
+
+    # =========================================================================
+    # Phase B: _refresh_data() stores disaggregation
+    # =========================================================================
+
+    def test_refresh_data_stores_disaggregation(self):
+        """Test _refresh_data populates disaggregation field on data records."""
+        report = self.create_test_report(
+            name="Refresh Disagg Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+        )
+        report._refresh_data()
+
+        # Check that data records have disaggregation populated
+        data_with_disagg = report.data_ids.filtered(
+            lambda d: d.disaggregation and d.area_level == 2
+        )
+        # We should have base-level data records with disaggregation
+        # (only for areas that have registrants)
+        for data in data_with_disagg:
+            self.assertIn("gender", data.disaggregation)
+
+    def test_refresh_data_no_dimensions_no_disaggregation(self):
+        """Test _refresh_data leaves disaggregation empty when no dimensions configured."""
+        report = self.create_test_report(name="No Dims Refresh Test")
+        report._refresh_data()
+
+        for data in report.data_ids:
+            self.assertFalse(data.disaggregation)
+
+    # =========================================================================
+    # Phase C: GeoJSON output with flat disagg_* properties
+    # =========================================================================
+
+    def test_geojson_flat_disagg_properties(self):
+        """Test GeoJSON output includes flat disagg_* properties when requested."""
+        report = self.create_test_report(
+            name="GeoJSON Disagg Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+        )
+        # Create data with known disaggregation
+        self.create_test_data(
+            report,
+            self.area_district_1,
+            raw_value=100,
+            disaggregation={"gender": {"1": 60, "2": 40}},
+        )
+
+        geojson = report._to_geojson(
+            include_disaggregation=True,
+            include_geometry=False,
+        )
+
+        features = geojson["features"]
+        self.assertTrue(len(features) > 0)
+
+        # Find the district_1 feature
+        feature = next(f for f in features if f["id"] == self.area_district_1.code)
+        props = feature["properties"]
+
+        # Should have flat disagg_* properties
+        self.assertEqual(props["disagg_gender_1"], 60)
+        self.assertEqual(props["disagg_gender_2"], 40)
+
+    def test_geojson_no_disagg_without_flag(self):
+        """Test GeoJSON without include_disaggregation has no disagg_* properties."""
+        report = self.create_test_report(
+            name="GeoJSON No Disagg Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+        )
+        self.create_test_data(
+            report,
+            self.area_district_1,
+            raw_value=100,
+            disaggregation={"gender": {"1": 60, "2": 40}},
+        )
+
+        geojson = report._to_geojson(
+            include_disaggregation=False,
+            include_geometry=False,
+        )
+
+        feature = geojson["features"][0]
+        props = feature["properties"]
+
+        # Should NOT have disagg_* properties
+        disagg_keys = [k for k in props if k.startswith("disagg_")]
+        self.assertEqual(len(disagg_keys), 0)
+
+    def test_geojson_disagg_metadata(self):
+        """Test GeoJSON metadata includes disaggregation dimension info with labels."""
+        report = self.create_test_report(
+            name="GeoJSON Metadata Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+        )
+        self.create_test_data(
+            report,
+            self.area_district_1,
+            raw_value=100,
+            disaggregation={"gender": {"1": 60, "2": 40}},
+        )
+
+        geojson = report._to_geojson(
+            include_disaggregation=True,
+            include_geometry=False,
+        )
+
+        metadata = geojson["metadata"]
+        self.assertIn("disaggregation", metadata)
+        self.assertEqual(len(metadata["disaggregation"]), 1)
+
+        dim_meta = metadata["disaggregation"][0]
+        self.assertEqual(dim_meta["name"], "gender")
+        self.assertEqual(dim_meta["label"], "Gender")
+        self.assertEqual(dim_meta["property_prefix"], "disagg_gender_")
+        self.assertIn("value_labels", dim_meta)
+        self.assertEqual(dim_meta["value_labels"]["1"], "Male")
+        self.assertEqual(dim_meta["value_labels"]["2"], "Female")
+
+    def test_geojson_no_disagg_metadata_without_flag(self):
+        """Test GeoJSON metadata excludes disaggregation when not requested."""
+        report = self.create_test_report(
+            name="GeoJSON No Meta Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+        )
+        self.create_test_data(report, self.area_district_1, raw_value=100)
+
+        geojson = report._to_geojson(
+            include_disaggregation=False,
+            include_geometry=False,
+        )
+
+        metadata = geojson["metadata"]
+        self.assertNotIn("disaggregation", metadata)

From 932472c49573e4f10d075c2075faa384fcb292d9 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 14:50:13 +0700
Subject: [PATCH 38/70] feat(spp_api_v2_gis): thread group_by through OGC
 spatial/proximity APIs

Thread group_by parameter through the full OGC API stack so that
spatial-statistics and proximity-statistics processes support
demographic dimension breakdowns.

- Add _build_group_by_input() to ProcessRegistry with dynamic enum
  and x-openspp-dimensions extension for QGIS UI
- Extract group_by from inputs in run_spatial/proximity_statistics()
- Pass group_by through query_statistics -> _compute_statistics ->
  compute_aggregation (which already supports it)
- Pass through breakdown in _convert_aggregation_result() return dict
- Include breakdown in batch per-geometry results and summary
- Add optional breakdown field to Pydantic response schemas
---
 spp_api_v2_gis/schemas/processes.py           |  4 +++
 spp_api_v2_gis/services/process_execution.py  |  4 +++
 spp_api_v2_gis/services/process_registry.py   | 30 +++++++++++++++++
 .../services/spatial_query_service.py         | 32 ++++++++++++-------
 4 files changed, 59 insertions(+), 11 deletions(-)

diff --git a/spp_api_v2_gis/schemas/processes.py b/spp_api_v2_gis/schemas/processes.py
index 79735621..b15c0f47 100644
--- a/spp_api_v2_gis/schemas/processes.py
+++ b/spp_api_v2_gis/schemas/processes.py
@@ -97,6 +97,7 @@ class SingleStatisticsResult(BaseModel):
     query_method: str = Field(..., description="Method used for the spatial query")
     areas_matched: int = Field(..., description="Number of geographic areas matched")
     statistics: dict = Field(..., description="Computed statistics by indicator")
+    breakdown: dict | None = Field(default=None, description="Demographic breakdown by dimension")
     access_level: str | None = Field(default=None, description="Data access level applied")
     from_cache: bool = Field(default=False, description="Whether the result was served from cache")
     computed_at: str | None = Field(default=None, description="ISO 8601 datetime of computation")
@@ -110,6 +111,7 @@ class BatchResultItem(BaseModel):
     query_method: str = Field(..., description="Method used for the spatial query")
     areas_matched: int = Field(..., description="Number of geographic areas matched")
     statistics: dict = Field(..., description="Computed statistics by indicator")
+    breakdown: dict | None = Field(default=None, description="Demographic breakdown by dimension")
     access_level: str | None = Field(default=None, description="Data access level applied")
     from_cache: bool = Field(default=False, description="Whether the result was served from cache")
     computed_at: str | None = Field(default=None, description="ISO 8601 datetime of computation")
@@ -123,6 +125,7 @@ class BatchSummary(BaseModel):
     geometries_queried: int = Field(..., description="Number of geometries successfully queried")
     geometries_failed: int = Field(default=0, description="Number of geometries that failed")
     statistics: dict = Field(..., description="Aggregated statistics across all geometries")
+    breakdown: dict | None = Field(default=None, description="Demographic breakdown by dimension")
     access_level: str | None = Field(default=None, description="Data access level applied")
     from_cache: bool = Field(default=False, description="Whether all results were served from cache")
     computed_at: str | None = Field(default=None, description="ISO 8601 datetime of computation")
@@ -145,6 +148,7 @@ class ProximityResult(BaseModel):
     radius_km: float = Field(..., description="Search radius in kilometres")
     relation: str = Field(..., description="Spatial relation used (e.g. within, intersects)")
     statistics: dict = Field(..., description="Computed statistics by indicator")
+    breakdown: dict | None = Field(default=None, description="Demographic breakdown by dimension")
     access_level: str | None = Field(default=None, description="Data access level applied")
     from_cache: bool = Field(default=False, description="Whether the result was served from cache")
     computed_at: str | None = Field(default=None, description="ISO 8601 datetime of computation")
diff --git a/spp_api_v2_gis/services/process_execution.py b/spp_api_v2_gis/services/process_execution.py
index 9bdccaf4..1873d7fb 100644
--- a/spp_api_v2_gis/services/process_execution.py
+++ b/spp_api_v2_gis/services/process_execution.py
@@ -20,6 +20,7 @@ def run_spatial_statistics(service, inputs, on_progress=None):
     geometry = inputs.get("geometry")
     filters = inputs.get("filters")
     variables = inputs.get("variables")
+    group_by = inputs.get("group_by")
 
     _logger.info(
         "run_spatial_statistics: variables=%r, filters=%r, geometry_type=%s",
@@ -35,6 +36,7 @@ def run_spatial_statistics(service, inputs, on_progress=None):
             geometries=geometries,
             filters=filters,
             variables=variables,
+            group_by=group_by,
             on_progress=on_progress,
         )
         for item in result.get("results", []):
@@ -46,6 +48,7 @@ def run_spatial_statistics(service, inputs, on_progress=None):
         geometry=geometry,
         filters=filters,
         variables=variables,
+        group_by=group_by,
     )
     result.pop("registrant_ids", None)
     return result
@@ -67,6 +70,7 @@ def run_proximity_statistics(service, inputs):
         relation=inputs.get("relation", "within"),
         filters=inputs.get("filters"),
         variables=inputs.get("variables"),
+        group_by=inputs.get("group_by"),
     )
     result.pop("registrant_ids", None)
     return result
diff --git a/spp_api_v2_gis/services/process_registry.py b/spp_api_v2_gis/services/process_registry.py
index a70df729..02be0f05 100644
--- a/spp_api_v2_gis/services/process_registry.py
+++ b/spp_api_v2_gis/services/process_registry.py
@@ -111,6 +111,34 @@ def get_statistics_metadata(self):
 
         return variable_names, categories
 
+    def _build_group_by_input(self):
+        """Build the group_by input definition with dynamic enum from active dimensions."""
+        # nosemgrep: odoo-sudo-without-context
+        Dimension = self.env["spp.demographic.dimension"].sudo()
+        active_dimensions = Dimension.search([("active", "=", True)])
+
+        dimension_names = [dim.name for dim in active_dimensions]
+        dimension_metadata = [{"name": dim.name, "label": dim.label} for dim in active_dimensions]
+
+        group_by_input = {
+            "title": "Disaggregation Dimensions",
+            "description": "Dimension names to break down results by. Maximum 3.",
+            "minOccurs": 0,
+            "schema": {
+                "type": "array",
+                "items": {"type": "string"},
+                "maxItems": 3,
+            },
+        }
+
+        if dimension_names:
+            group_by_input["schema"]["items"]["enum"] = dimension_names
+
+        if dimension_metadata:
+            group_by_input["x-openspp-dimensions"] = dimension_metadata
+
+        return group_by_input
+
     def _build_variables_input(self):
         """Build the variables input definition with dynamic enum and x-openspp-statistics."""
         variable_names, categories = self.get_statistics_metadata()
@@ -173,6 +201,7 @@ def _build_spatial_statistics_description(self):
                     },
                 },
                 "variables": self._build_variables_input(),
+                "group_by": self._build_group_by_input(),
                 "filters": {
                     "title": "Registrant Filters",
                     "description": "Additional filters (e.g., is_group, disabled).",
@@ -252,6 +281,7 @@ def _build_proximity_statistics_description(self):
                     "schema": {"type": "string", "enum": ["within", "beyond"], "default": "within"},
                 },
                 "variables": self._build_variables_input(),
+                "group_by": self._build_group_by_input(),
                 "filters": {
                     "title": "Registrant Filters",
                     "minOccurs": 0,
diff --git a/spp_api_v2_gis/services/spatial_query_service.py b/spp_api_v2_gis/services/spatial_query_service.py
index 558fd29d..7e6fbba4 100644
--- a/spp_api_v2_gis/services/spatial_query_service.py
+++ b/spp_api_v2_gis/services/spatial_query_service.py
@@ -31,7 +31,7 @@ def __init__(self, env):
         """
         self.env = env
 
-    def query_statistics_batch(self, geometries, filters=None, variables=None, on_progress=None):
+    def query_statistics_batch(self, geometries, filters=None, variables=None, group_by=None, on_progress=None):
         """Execute spatial query for multiple geometries.
 
         Queries each geometry individually and computes an aggregate summary.
@@ -60,6 +60,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None, on_pr
                     geometry=geometry,
                     filters=filters,
                     variables=variables,
+                    group_by=group_by,
                 )
                 # Collect registrant IDs for deduplication in summary
                 registrant_ids = result.pop("registrant_ids", [])
@@ -72,6 +73,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None, on_pr
                         "query_method": result["query_method"],
                         "areas_matched": result["areas_matched"],
                         "statistics": result["statistics"],
+                        "breakdown": result.get("breakdown"),
                         "access_level": result.get("access_level"),
                         "from_cache": result.get("from_cache", False),
                         "computed_at": result.get("computed_at"),
@@ -87,6 +89,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None, on_pr
                         "query_method": "error",
                         "areas_matched": 0,
                         "statistics": {},
+                        "breakdown": None,
                         "access_level": None,
                         "from_cache": False,
                         "computed_at": None,
@@ -99,13 +102,16 @@ def query_statistics_batch(self, geometries, filters=None, variables=None, on_pr
         # Compute summary by aggregating unique registrants with metadata
         summary_stats_with_metadata = {"statistics": {}}
         if all_registrant_ids:
-            summary_stats_with_metadata = self._compute_statistics(list(all_registrant_ids), variables or [])
+            summary_stats_with_metadata = self._compute_statistics(
+                list(all_registrant_ids), variables or [], group_by=group_by
+            )
 
         summary = {
             "total_count": len(all_registrant_ids),
             "geometries_queried": len(geometries),
             "geometries_failed": geometries_failed,
             "statistics": summary_stats_with_metadata.get("statistics", {}),
+            "breakdown": summary_stats_with_metadata.get("breakdown"),
             "access_level": summary_stats_with_metadata.get("access_level"),
             "from_cache": summary_stats_with_metadata.get("from_cache", False),
             "computed_at": summary_stats_with_metadata.get("computed_at"),
@@ -116,7 +122,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None, on_pr
             "summary": summary,
         }
 
-    def query_statistics(self, geometry, filters=None, variables=None):
+    def query_statistics(self, geometry, filters=None, variables=None, group_by=None):
         """Execute spatial query for statistics within polygon.
 
         Args:
@@ -149,7 +155,7 @@ def query_statistics(self, geometry, filters=None, variables=None):
                     result["total_count"],
                 )
                 # Compute statistics for the matched registrants with metadata
-                stats_with_metadata = self._compute_statistics(result["registrant_ids"], variables)
+                stats_with_metadata = self._compute_statistics(result["registrant_ids"], variables, group_by=group_by)
                 result.update(stats_with_metadata)
                 return result
         except Exception as e:
@@ -165,7 +171,7 @@ def query_statistics(self, geometry, filters=None, variables=None):
         )
 
         # Compute statistics for the matched registrants with metadata
-        stats_with_metadata = self._compute_statistics(result["registrant_ids"], variables)
+        stats_with_metadata = self._compute_statistics(result["registrant_ids"], variables, group_by=group_by)
         result.update(stats_with_metadata)
 
         return result
@@ -320,12 +326,13 @@ def _query_by_area(self, geometry_json, filters):
             "registrant_ids": registrant_ids,
         }
 
-    def _compute_statistics(self, registrant_ids, variables):
+    def _compute_statistics(self, registrant_ids, variables, group_by=None):
         """Compute statistics using the unified aggregation engine only.
 
         Args:
             registrant_ids: List of registrant IDs
             variables: List of statistic names to compute
+            group_by: Optional list of dimension names for demographic breakdown
 
         Returns:
             dict: Statistics with metadata (statistics, access_level, from_cache, computed_at)
@@ -341,9 +348,9 @@ def _compute_statistics(self, registrant_ids, variables):
         if "spp.aggregation.service" not in self.env:
             raise RuntimeError("spp.aggregation.service is required for GIS statistics queries.")
 
-        return self._compute_via_aggregation_service(registrant_ids, variables)
+        return self._compute_via_aggregation_service(registrant_ids, variables, group_by=group_by)
 
-    def _compute_via_aggregation_service(self, registrant_ids, variables):
+    def _compute_via_aggregation_service(self, registrant_ids, variables, group_by=None):
         """Compute statistics using AggregationService.
 
         Delegates to the unified aggregation service for statistics computation
@@ -352,6 +359,7 @@ def _compute_via_aggregation_service(self, registrant_ids, variables):
         Args:
             registrant_ids: List of registrant IDs
             variables: List of statistic names to compute (or None for GIS defaults)
+            group_by: Optional list of dimension names for demographic breakdown
 
         Returns:
             dict: Statistics with metadata (statistics, access_level, from_cache, computed_at)
@@ -390,6 +398,7 @@ def _compute_via_aggregation_service(self, registrant_ids, variables):
         result = aggregation_service.compute_aggregation(
             scope=scope,
             statistics=statistics_to_compute,
+            group_by=group_by,
             context="gis",
             use_cache=False,  # Spatial queries are dynamic, don't cache
         )
@@ -461,12 +470,13 @@ def _convert_aggregation_result(self, agg_result, registrant_ids=None):
         # Return statistics with metadata
         return {
             "statistics": result,
+            "breakdown": agg_result.get("breakdown"),
             "access_level": agg_result.get("access_level"),
             "from_cache": agg_result.get("from_cache", False),
             "computed_at": agg_result.get("computed_at"),
         }
 
-    def query_proximity(self, reference_points, radius_km, relation="within", filters=None, variables=None):
+    def query_proximity(self, reference_points, radius_km, relation="within", filters=None, variables=None, group_by=None):
         """Query registrants by proximity to reference points.
 
         Uses a temp table with pre-buffered geometries and ST_Intersects
@@ -508,7 +518,7 @@ def query_proximity(self, reference_points, radius_km, relation="within", filter
                     result["total_count"],
                 )
                 registrant_ids = result["registrant_ids"]
-                stats_with_metadata = self._compute_statistics(registrant_ids, variables)
+                stats_with_metadata = self._compute_statistics(registrant_ids, variables, group_by=group_by)
                 result.update(stats_with_metadata)
                 result["reference_points_count"] = len(reference_points)
                 result["radius_km"] = radius_km
@@ -530,7 +540,7 @@ def query_proximity(self, reference_points, radius_km, relation="within", filter
             result["areas_matched"],
         )
         registrant_ids = result["registrant_ids"]
-        stats_with_metadata = self._compute_statistics(registrant_ids, variables)
+        stats_with_metadata = self._compute_statistics(registrant_ids, variables, group_by=group_by)
         result.update(stats_with_metadata)
         result["reference_points_count"] = len(reference_points)
         result["radius_km"] = radius_km

From 67ecf0928444da14d09fb3f0424cdbd876c15a03 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 14:53:47 +0700
Subject: [PATCH 39/70] test: add Phase D tests for group_by/breakdown in OGC
 processes

Tests cover:
- group_by input in process descriptions (spatial + proximity)
- Dynamic enum from active dimensions
- x-openspp-dimensions metadata extension
- Breakdown field on all Pydantic response schemas
- run_spatial_statistics passes group_by (single + batch)
- run_proximity_statistics passes group_by
- Backward compatibility (no group_by -> no breakdown)
---
 spp_api_v2_gis/tests/test_ogc_processes.py | 267 +++++++++++++++++++++
 1 file changed, 267 insertions(+)

diff --git a/spp_api_v2_gis/tests/test_ogc_processes.py b/spp_api_v2_gis/tests/test_ogc_processes.py
index 4d94eaf4..952416e4 100644
--- a/spp_api_v2_gis/tests/test_ogc_processes.py
+++ b/spp_api_v2_gis/tests/test_ogc_processes.py
@@ -883,3 +883,270 @@ def test_landing_page_includes_processes_link(self):
         data = response.json()
         link_rels = [link["rel"] for link in data["links"]]
         self.assertIn("http://www.opengis.net/def/rel/ogc/1.0/processes", link_rels)
+
+
+class TestProcessGroupByInput(TransactionCase):
+    """Unit tests for group_by input and breakdown response in OGC processes."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+
+        # Create a demographic dimension for testing
+        cls.gender_dimension = cls.env["spp.demographic.dimension"].search(
+            [("name", "=", "gender")], limit=1
+        )
+        if not cls.gender_dimension:
+            cls.gender_dimension = cls.env["spp.demographic.dimension"].create(
+                {
+                    "name": "gender",
+                    "label": "Gender",
+                    "dimension_type": "field",
+                    "field_path": "gender_id.code",
+                    "value_labels_json": {"1": "Male", "2": "Female"},
+                    "default_value": "unknown",
+                }
+            )
+
+    def test_spatial_statistics_includes_group_by_input(self):
+        """spatial-statistics process description includes group_by input."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        desc = registry.get_process("spatial-statistics")
+
+        self.assertIn("group_by", desc["inputs"])
+        group_by = desc["inputs"]["group_by"]
+        self.assertEqual(group_by["title"], "Disaggregation Dimensions")
+        self.assertEqual(group_by["minOccurs"], 0)
+        self.assertEqual(group_by["schema"]["type"], "array")
+        self.assertEqual(group_by["schema"]["maxItems"], 3)
+
+    def test_proximity_statistics_includes_group_by_input(self):
+        """proximity-statistics process description includes group_by input."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        desc = registry.get_process("proximity-statistics")
+
+        self.assertIn("group_by", desc["inputs"])
+
+    def test_group_by_enum_reflects_active_dimensions(self):
+        """group_by enum includes active dimension names."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        desc = registry.get_process("spatial-statistics")
+
+        group_by = desc["inputs"]["group_by"]
+        items = group_by["schema"]["items"]
+
+        # Should have enum with at least our test dimension
+        self.assertIn("enum", items)
+        self.assertIn("gender", items["enum"])
+
+    def test_group_by_x_openspp_dimensions_metadata(self):
+        """group_by includes x-openspp-dimensions extension with labels."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        desc = registry.get_process("spatial-statistics")
+
+        group_by = desc["inputs"]["group_by"]
+        self.assertIn("x-openspp-dimensions", group_by)
+
+        dim_metadata = group_by["x-openspp-dimensions"]
+        gender_dims = [d for d in dim_metadata if d["name"] == "gender"]
+        self.assertEqual(len(gender_dims), 1)
+        self.assertEqual(gender_dims[0]["label"], "Gender")
+
+    def test_breakdown_schema_field_on_single_result(self):
+        """SingleStatisticsResult schema accepts optional breakdown field."""
+        from ..schemas.processes import SingleStatisticsResult
+
+        # Without breakdown
+        result = SingleStatisticsResult(
+            total_count=10,
+            query_method="coordinates",
+            areas_matched=1,
+            statistics={"count": 10},
+        )
+        self.assertIsNone(result.breakdown)
+
+        # With breakdown
+        result_with = SingleStatisticsResult(
+            total_count=10,
+            query_method="coordinates",
+            areas_matched=1,
+            statistics={"count": 10},
+            breakdown={"1": {"count": 6, "labels": {"gender": {"value": "1", "display": "Male"}}}},
+        )
+        self.assertIsNotNone(result_with.breakdown)
+
+    def test_breakdown_schema_field_on_batch_result(self):
+        """BatchResultItem and BatchSummary schemas accept optional breakdown field."""
+        from ..schemas.processes import BatchResultItem, BatchSummary
+
+        item = BatchResultItem(
+            id="area_1",
+            total_count=10,
+            query_method="coordinates",
+            areas_matched=1,
+            statistics={},
+            breakdown={"1": {"count": 6}},
+        )
+        self.assertIsNotNone(item.breakdown)
+
+        summary = BatchSummary(
+            total_count=20,
+            geometries_queried=2,
+            statistics={},
+            breakdown={"1": {"count": 12}},
+        )
+        self.assertIsNotNone(summary.breakdown)
+
+    def test_breakdown_schema_field_on_proximity_result(self):
+        """ProximityResult schema accepts optional breakdown field."""
+        from ..schemas.processes import ProximityResult
+
+        result = ProximityResult(
+            total_count=10,
+            query_method="coordinates",
+            areas_matched=1,
+            reference_points_count=1,
+            radius_km=5.0,
+            relation="within",
+            statistics={},
+            breakdown={"1": {"count": 6}},
+        )
+        self.assertIsNotNone(result.breakdown)
+
+    def test_run_spatial_statistics_passes_group_by(self):
+        """run_spatial_statistics extracts and passes group_by from inputs."""
+        from unittest.mock import MagicMock
+
+        from ..services.process_execution import run_spatial_statistics
+
+        mock_service = MagicMock()
+        mock_service.query_statistics.return_value = {
+            "total_count": 5,
+            "query_method": "area_fallback",
+            "areas_matched": 1,
+            "statistics": {},
+            "breakdown": {"1": {"count": 3}},
+            "registrant_ids": [1, 2, 3, 4, 5],
+        }
+
+        result = run_spatial_statistics(
+            mock_service,
+            {
+                "geometry": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]},
+                "group_by": ["gender"],
+            },
+        )
+
+        mock_service.query_statistics.assert_called_once()
+        call_kwargs = mock_service.query_statistics.call_args
+        self.assertEqual(call_kwargs.kwargs.get("group_by") or call_kwargs[1].get("group_by"), ["gender"])
+        self.assertEqual(result.get("breakdown"), {"1": {"count": 3}})
+
+    def test_run_spatial_statistics_no_group_by_backward_compatible(self):
+        """run_spatial_statistics without group_by passes None (backward compatible)."""
+        from unittest.mock import MagicMock
+
+        from ..services.process_execution import run_spatial_statistics
+
+        mock_service = MagicMock()
+        mock_service.query_statistics.return_value = {
+            "total_count": 5,
+            "query_method": "area_fallback",
+            "areas_matched": 1,
+            "statistics": {},
+            "registrant_ids": [1, 2, 3, 4, 5],
+        }
+
+        result = run_spatial_statistics(
+            mock_service,
+            {
+                "geometry": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]},
+            },
+        )
+
+        call_kwargs = mock_service.query_statistics.call_args
+        group_by_value = call_kwargs.kwargs.get("group_by") if call_kwargs.kwargs else call_kwargs[1].get("group_by")
+        self.assertIsNone(group_by_value)
+        self.assertIsNone(result.get("breakdown"))
+
+    def test_run_proximity_statistics_passes_group_by(self):
+        """run_proximity_statistics extracts and passes group_by from inputs."""
+        from unittest.mock import MagicMock
+
+        from ..services.process_execution import run_proximity_statistics
+
+        mock_service = MagicMock()
+        mock_service.query_proximity.return_value = {
+            "total_count": 3,
+            "query_method": "area_fallback",
+            "areas_matched": 1,
+            "statistics": {},
+            "breakdown": {"2": {"count": 2}},
+            "reference_points_count": 1,
+            "radius_km": 10.0,
+            "relation": "within",
+            "registrant_ids": [1, 2, 3],
+        }
+
+        result = run_proximity_statistics(
+            mock_service,
+            {
+                "reference_points": [{"longitude": 1.0, "latitude": 2.0}],
+                "radius_km": 10.0,
+                "group_by": ["gender"],
+            },
+        )
+
+        call_kwargs = mock_service.query_proximity.call_args
+        self.assertEqual(call_kwargs.kwargs.get("group_by"), ["gender"])
+        self.assertEqual(result.get("breakdown"), {"2": {"count": 2}})
+
+    def test_run_spatial_statistics_batch_passes_group_by(self):
+        """run_spatial_statistics in batch mode passes group_by to query_statistics_batch."""
+        from unittest.mock import MagicMock
+
+        from ..services.process_execution import run_spatial_statistics
+
+        mock_service = MagicMock()
+        mock_service.query_statistics_batch.return_value = {
+            "results": [
+                {
+                    "id": "g1",
+                    "total_count": 5,
+                    "query_method": "area_fallback",
+                    "areas_matched": 1,
+                    "statistics": {},
+                    "breakdown": {"1": {"count": 3}},
+                },
+            ],
+            "summary": {
+                "total_count": 5,
+                "geometries_queried": 1,
+                "statistics": {},
+                "breakdown": {"1": {"count": 3}},
+            },
+        }
+
+        result = run_spatial_statistics(
+            mock_service,
+            {
+                "geometry": [
+                    {"id": "g1", "value": {"type": "Polygon", "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 0]]]}},
+                ],
+                "group_by": ["gender"],
+            },
+        )
+
+        mock_service.query_statistics_batch.assert_called_once()
+        call_kwargs = mock_service.query_statistics_batch.call_args
+        self.assertEqual(call_kwargs.kwargs.get("group_by"), ["gender"])
+        self.assertIn("breakdown", result["summary"])
+        self.assertIn("breakdown", result["results"][0])

From a2b52ac626e268f80df78b0fe5dd8d1b5388d2da Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 14:55:09 +0700
Subject: [PATCH 40/70] fix: lint fixes for line length and unused loop vars

---
 spp_api_v2_gis/services/process_registry.py    |  4 +++-
 .../services/spatial_query_service.py          |  4 +++-
 spp_api_v2_gis/tests/test_ogc_processes.py     |  4 +---
 spp_gis_report/tests/test_disaggregation.py    | 18 ++++++------------
 4 files changed, 13 insertions(+), 17 deletions(-)

diff --git a/spp_api_v2_gis/services/process_registry.py b/spp_api_v2_gis/services/process_registry.py
index 02be0f05..6a433c2a 100644
--- a/spp_api_v2_gis/services/process_registry.py
+++ b/spp_api_v2_gis/services/process_registry.py
@@ -256,7 +256,9 @@ def _build_proximity_statistics_description(self):
             "inputs": {
                 "reference_points": {
                     "title": "Reference Points",
-                    "description": f"Locations to measure proximity from. Maximum {DEFAULT_MAX_PROXIMITY_POINTS:,} points.",
+                    "description": (
+                        f"Locations to measure proximity from. Maximum {DEFAULT_MAX_PROXIMITY_POINTS:,} points."
+                    ),
                     "minOccurs": 1,
                     "maxOccurs": DEFAULT_MAX_PROXIMITY_POINTS,
                     "x-openspp-batch-limit": DEFAULT_MAX_PROXIMITY_POINTS,
diff --git a/spp_api_v2_gis/services/spatial_query_service.py b/spp_api_v2_gis/services/spatial_query_service.py
index 7e6fbba4..a632e941 100644
--- a/spp_api_v2_gis/services/spatial_query_service.py
+++ b/spp_api_v2_gis/services/spatial_query_service.py
@@ -476,7 +476,9 @@ def _convert_aggregation_result(self, agg_result, registrant_ids=None):
             "computed_at": agg_result.get("computed_at"),
         }
 
-    def query_proximity(self, reference_points, radius_km, relation="within", filters=None, variables=None, group_by=None):
+    def query_proximity(
+        self, reference_points, radius_km, relation="within", filters=None, variables=None, group_by=None
+    ):
         """Query registrants by proximity to reference points.
 
         Uses a temp table with pre-buffered geometries and ST_Intersects
diff --git a/spp_api_v2_gis/tests/test_ogc_processes.py b/spp_api_v2_gis/tests/test_ogc_processes.py
index 952416e4..1cf952f6 100644
--- a/spp_api_v2_gis/tests/test_ogc_processes.py
+++ b/spp_api_v2_gis/tests/test_ogc_processes.py
@@ -893,9 +893,7 @@ def setUpClass(cls):
         super().setUpClass()
 
         # Create a demographic dimension for testing
-        cls.gender_dimension = cls.env["spp.demographic.dimension"].search(
-            [("name", "=", "gender")], limit=1
-        )
+        cls.gender_dimension = cls.env["spp.demographic.dimension"].search([("name", "=", "gender")], limit=1)
         if not cls.gender_dimension:
             cls.gender_dimension = cls.env["spp.demographic.dimension"].create(
                 {
diff --git a/spp_gis_report/tests/test_disaggregation.py b/spp_gis_report/tests/test_disaggregation.py
index 63bf25dd..54e36825 100644
--- a/spp_gis_report/tests/test_disaggregation.py
+++ b/spp_gis_report/tests/test_disaggregation.py
@@ -2,7 +2,7 @@
 
 import logging
 
-from odoo.tests import TransactionCase, tagged
+from odoo.tests import tagged
 
 from .common import GISReportTestBase
 
@@ -18,9 +18,7 @@ def setUpClass(cls):
         super().setUpClass()
 
         # Create gender dimension (field-based)
-        cls.gender_dimension = cls.env["spp.demographic.dimension"].search(
-            [("name", "=", "gender")], limit=1
-        )
+        cls.gender_dimension = cls.env["spp.demographic.dimension"].search([("name", "=", "gender")], limit=1)
         if not cls.gender_dimension:
             cls.gender_dimension = cls.env["spp.demographic.dimension"].create(
                 {
@@ -34,9 +32,7 @@ def setUpClass(cls):
             )
 
         # Create age_group dimension (field-based for testing, uses a simple field)
-        cls.age_dimension = cls.env["spp.demographic.dimension"].search(
-            [("name", "=", "age_group")], limit=1
-        )
+        cls.age_dimension = cls.env["spp.demographic.dimension"].search([("name", "=", "age_group")], limit=1)
         if not cls.age_dimension:
             cls.age_dimension = cls.env["spp.demographic.dimension"].create(
                 {
@@ -114,7 +110,7 @@ def test_disaggregation_with_gender_dimension(self):
         # We should have results for areas that have registrants
         self.assertIsInstance(result, dict)
         # Each area result should have a "gender" key
-        for area_id, disagg in result.items():
+        for _area_id, disagg in result.items():
             self.assertIn("gender", disagg)
 
     def test_disaggregation_with_multiple_dimensions(self):
@@ -127,7 +123,7 @@ def test_disaggregation_with_multiple_dimensions(self):
         result = report._compute_disaggregation(area_context)
 
         # Each area result should have both dimension keys
-        for area_id, disagg in result.items():
+        for _area_id, disagg in result.items():
             self.assertIn("gender", disagg)
             self.assertIn("age_group", disagg)
 
@@ -170,9 +166,7 @@ def test_refresh_data_stores_disaggregation(self):
         report._refresh_data()
 
         # Check that data records have disaggregation populated
-        data_with_disagg = report.data_ids.filtered(
-            lambda d: d.disaggregation and d.area_level == 2
-        )
+        data_with_disagg = report.data_ids.filtered(lambda d: d.disaggregation and d.area_level == 2)
         # We should have base-level data records with disaggregation
         # (only for areas that have registrants)
         for data in data_with_disagg:

From 0825698daef9061702775622b2746003a2c26d1d Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 14:57:05 +0700
Subject: [PATCH 41/70] fix: ruff-format auto-formatting

---
 spp_gis_report/models/gis_report.py         | 4 +---
 spp_gis_report/tests/test_gis_report_api.py | 4 +---
 2 files changed, 2 insertions(+), 6 deletions(-)

diff --git a/spp_gis_report/models/gis_report.py b/spp_gis_report/models/gis_report.py
index 99aedfbf..1be2f579 100644
--- a/spp_gis_report/models/gis_report.py
+++ b/spp_gis_report/models/gis_report.py
@@ -652,9 +652,7 @@ def _compute_disaggregation(self, area_context):
         cache_service = self.env["spp.metrics.dimension.cache"]
         dim_evaluations = {}
         for dimension in self.dimension_ids:
-            dim_evaluations[dimension.name] = cache_service.evaluate_dimension_batch(
-                dimension, all_registrant_ids
-            )
+            dim_evaluations[dimension.name] = cache_service.evaluate_dimension_batch(dimension, all_registrant_ids)
 
         # Aggregate counts per (area, dimension, value)
         results = {}
diff --git a/spp_gis_report/tests/test_gis_report_api.py b/spp_gis_report/tests/test_gis_report_api.py
index 6f4b51aa..673fdc33 100644
--- a/spp_gis_report/tests/test_gis_report_api.py
+++ b/spp_gis_report/tests/test_gis_report_api.py
@@ -105,9 +105,7 @@ def setUpClass(cls):
         )
 
         # Get or create a gender dimension for test
-        cls.gender_dimension = cls.env["spp.demographic.dimension"].search(
-            [("name", "=", "gender")], limit=1
-        )
+        cls.gender_dimension = cls.env["spp.demographic.dimension"].search([("name", "=", "gender")], limit=1)
         if not cls.gender_dimension:
             cls.gender_dimension = cls.env["spp.demographic.dimension"].create(
                 {

From 1a63ac587b5b3ed70dc3b205cae579da853980c5 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 15:02:52 +0700
Subject: [PATCH 42/70] fix(spp_mis_demo_v2): replace boolean disaggregation
 fields with dimension_ids in demo data

---
 spp_mis_demo_v2/data/demo_gis_reports.xml | 16 ++++++++++++----
 1 file changed, 12 insertions(+), 4 deletions(-)

diff --git a/spp_mis_demo_v2/data/demo_gis_reports.xml b/spp_mis_demo_v2/data/demo_gis_reports.xml
index 17ee11ca..bcfad145 100644
--- a/spp_mis_demo_v2/data/demo_gis_reports.xml
+++ b/spp_mis_demo_v2/data/demo_gis_reports.xml
@@ -31,7 +31,10 @@
         <field name="color_scheme_id" ref="spp_gis.scheme_viridis" />
         <field name="threshold_mode">auto_quartile</field>
         <field name="bucket_count">5</field>
-        <field name="disaggregate_by_gender">True</field>
+        <field
+            name="dimension_ids"
+            eval="[Command.link(ref('spp_metrics_services.dimension_gender'))]"
+        />
         <field name="refresh_mode">scheduled</field>
         <field name="refresh_interval">daily</field>
     </record>
@@ -60,7 +63,10 @@
         <field name="color_scheme_id" ref="spp_gis.scheme_blues" />
         <field name="threshold_mode">auto_jenks</field>
         <field name="bucket_count">5</field>
-        <field name="disaggregate_by_gender">True</field>
+        <field
+            name="dimension_ids"
+            eval="[Command.link(ref('spp_metrics_services.dimension_gender'))]"
+        />
         <field name="refresh_mode">scheduled</field>
         <field name="refresh_interval">daily</field>
     </record>
@@ -89,8 +95,10 @@
         <field name="color_scheme_id" ref="spp_gis.scheme_viridis" />
         <field name="threshold_mode">auto_quartile</field>
         <field name="bucket_count">4</field>
-        <field name="disaggregate_by_age">True</field>
-        <field name="disaggregate_by_gender">True</field>
+        <field
+            name="dimension_ids"
+            eval="[Command.link(ref('spp_metrics_services.dimension_age_group')), Command.link(ref('spp_metrics_services.dimension_gender'))]"
+        />
         <field name="refresh_mode">scheduled</field>
         <field name="refresh_interval">weekly</field>
     </record>

From 26b07866586f64b7e49b7b976631eb946ccadd57 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 15:06:13 +0700
Subject: [PATCH 43/70] feat(spp): assign stable port per worktree for dev
 profile

Hash the project root path to deterministically assign a port in the
18000-18999 range. Each worktree gets its own stable port, avoiding
conflicts when running multiple instances in parallel.

Override priority: ODOO_HOST_PORT env var > stable_port in ~/.spp.toml
> path hash (automatic).
---
 docker-compose.yml | 12 ++++-----
 spp                | 67 +++++++++++++++++++++++++---------------------
 2 files changed, 42 insertions(+), 37 deletions(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index e0df53d3..0757b90a 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -5,7 +5,7 @@
 # Services:
 #   db          - PostgreSQL database (shared by all)
 #   openspp     - Web server for UI/E2E (fixed port 8069)
-#   openspp-dev - Dev server (dynamic port)
+#   openspp-dev - Dev server (stable port per worktree via spp CLI)
 #   test        - Unit test runner
 #   e2e-runner  - Playwright E2E runner
 #   prism       - PRISM frontend on port 3000 (optional)
@@ -14,15 +14,15 @@
 # Building any of them updates the shared image.
 #
 # Profiles:
-#   dev   - Development with dynamic port (avoids port conflicts)
+#   dev   - Development with stable port per worktree (set ODOO_HOST_PORT or use spp CLI)
 #   ui    - Launch web interface on fixed port 8069
 #   e2e   - Full E2E testing environment with Playwright
 #   prism - PRISM frontend (WFP crisis data visualization)
 #
 # Usage:
-#   # Launch for development (dynamic port - check output for assigned port)
-#   docker compose --profile dev up -d
-#   docker compose --profile dev ps  # Shows assigned port
+#   # Launch for development (spp CLI assigns stable port automatically)
+#   ./spp start
+#   # Or manually: ODOO_HOST_PORT=18042 docker compose --profile dev up -d
 #
 #   # Launch UI on fixed port 8069
 #   docker compose --profile ui up -d
@@ -155,7 +155,7 @@ services:
       # Disable proxy mode for local
       PROXY_MODE: "False"
     ports:
-      - "8069" # Dynamic host port - check with `docker compose ps`
+      - "${ODOO_HOST_PORT:-0}:8069" # Stable port via spp CLI, or random if unset
     volumes:
       - .:/mnt/extra-addons/openspp:ro,z
       - odoo_data:/var/lib/odoo
diff --git a/spp b/spp
index 522a407f..4ea8ef1b 100755
--- a/spp
+++ b/spp
@@ -243,6 +243,28 @@ def _confirm(prompt: str, default: bool = False) -> bool:
     return response in ("y", "yes")
 
 
+def _stable_port(path: str = None, base: int = 18000, range_size: int = 1000) -> int:
+    """Compute a stable port number from the project path.
+
+    Uses a hash of the absolute path so each worktree gets a deterministic,
+    unique-ish port in the range [base, base + range_size).
+    Override via ODOO_HOST_PORT env var or stable_port in ~/.spp.toml.
+    """
+    import hashlib
+
+    env_port = os.environ.get("ODOO_HOST_PORT")
+    if env_port and env_port != "0":
+        return int(env_port)
+
+    config_port = CONFIG.get("stable_port")
+    if config_port:
+        return int(config_port)
+
+    path = path or str(PROJECT_ROOT)
+    digest = hashlib.md5(path.encode()).hexdigest()  # nosec B324 -- not for security
+    return base + (int(digest, 16) % range_size)
+
+
 def _validate_db_name(name: str) -> bool:
     """Validate database name to prevent SQL injection."""
     # PostgreSQL identifiers: alphanumeric, underscore, must start with letter/underscore
@@ -566,6 +588,12 @@ def cmd_start(args):
     if not getattr(args, "no_build", False):
         _check_image_freshness(profile, auto_rebuild=args.yes)
 
+    # Assign stable port for dev profile (deterministic per worktree path)
+    if profile == "dev":
+        port = _stable_port()
+        env["ODOO_HOST_PORT"] = str(port)
+        info(f"Using stable port {port} (from path hash)")
+
     # Enable auto-reload for dev profile by default (disable with --no-watch)
     if profile == "dev" and not args.no_watch:
         env["ODOO_EXTRA_ARGS"] = "--dev=reload,qweb,xml"
@@ -639,7 +667,6 @@ def cmd_start(args):
 
     # Show URL
     if profile == "dev":
-        print("\nGetting dynamic port...")
         _show_url()
     else:
         print("\nOdoo available at: http://localhost:8069")
@@ -924,36 +951,14 @@ def _show_url(open_browser: bool = False) -> str | None:
             _open_browser(url)
         return url
 
-    # Dev profile uses dynamic port - need to look it up
-    result = run(
-        docker_compose("ps", "--format", "json", profile="dev"),
-        capture=True,
-        check=False,
-    )
-
-    if result.returncode != 0:
-        return None
-
-    try:
-        for line in result.stdout.strip().split("\n"):
-            if not line:
-                continue
-            container = json.loads(line)
-            if container.get("Service") == "openspp-dev":
-                for publisher in container.get("Publishers", []):
-                    if publisher.get("TargetPort") == 8069:
-                        port = publisher.get("PublishedPort")
-                        if port:
-                            url = f"http://localhost:{port}"
-                            print(f"Odoo URL: {url}")
-                            print("Credentials: admin / admin")
-                            if open_browser:
-                                _open_browser(url)
-                            return url
-    except (json.JSONDecodeError, KeyError):
-        pass
-
-    return None
+    # Dev profile uses stable port from path hash
+    port = _stable_port()
+    url = f"http://localhost:{port}"
+    print(f"Odoo URL: {url}")
+    print("Credentials: admin / admin")
+    if open_browser:
+        _open_browser(url)
+    return url
 
 
 def _open_browser(url: str):

From 85b28f8f241620198064ed368aab03f97afa4cf9 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 15:28:25 +0700
Subject: [PATCH 44/70] fix(spp_metrics_services): handle empty Many2one and
 dynamic M2O labels in dimensions

Two bugs in demographic dimension evaluation:

1. Empty Many2one fields (e.g. unset gender_id) returned "False" instead
   of the configured default_value. The code checked `hasattr(value, "id")`
   which is True for empty Odoo recordsets, then accessed `.code` which
   returns False. Fix: check `hasattr(value, "_name")` and test truthiness
   of the recordset before accessing attributes.

2. Field-based dimensions pointing to Many2one fields (e.g. area_id) used
   the record's code as both raw value and display label when
   value_labels_json had no mapping. Fix: add _lookup_m2o_label() that
   dynamically searches the related model by code to return display_name.
---
 .../models/demographic_dimension.py           | 78 +++++++++++++++----
 spp_metrics_services/tests/test_coverage.py   | 56 +++++++++++++
 2 files changed, 117 insertions(+), 17 deletions(-)

diff --git a/spp_metrics_services/models/demographic_dimension.py b/spp_metrics_services/models/demographic_dimension.py
index 95fad6ef..98746f30 100644
--- a/spp_metrics_services/models/demographic_dimension.py
+++ b/spp_metrics_services/models/demographic_dimension.py
@@ -173,8 +173,10 @@ def _evaluate_field(self, record):
             return self.default_value or "unknown"
 
         # Convert to string key
-        if hasattr(value, "id"):
-            # Many2one - use code or display_name for meaningful keys
+        if hasattr(value, "_name"):
+            # Odoo recordset (Many2one). Empty recordset means the field is unset.
+            if not value:
+                return self.default_value or "unknown"
             if hasattr(value, "code") and value.code:
                 key = str(value.code)
             else:
@@ -211,28 +213,70 @@ def get_label_for_value(self, value):
         """
         Get the display label for a dimension value.
 
+        First checks value_labels_json for a static mapping. If not found and
+        the dimension is field-based pointing to a Many2one, dynamically looks
+        up the display_name from the related model.
+
         :param value: The raw dimension value
         :returns: Display label
         :rtype: str
         """
         self.ensure_one()
-        if not self.value_labels_json:
-            return value
-
-        # Handle case where value_labels_json is a string (JSON not yet parsed)
-        labels = self.value_labels_json
-        if isinstance(labels, str):
-            try:
-                labels = json.loads(labels)
-            except (json.JSONDecodeError, TypeError):
-                return value
-
-        # Convert value to string for lookup (keys are strings in JSON)
-        str_value = str(value) if value is not None else "null"
-        if str_value in labels:
-            return labels[str_value]
+
+        # Check static labels first
+        if self.value_labels_json:
+            labels = self.value_labels_json
+            if isinstance(labels, str):
+                try:
+                    labels = json.loads(labels)
+                except (json.JSONDecodeError, TypeError):
+                    labels = {}
+
+            str_value = str(value) if value is not None else "null"
+            if str_value in labels:
+                return labels[str_value]
+
+        # For field-based dimensions pointing to a Many2one, try dynamic lookup
+        if self.dimension_type == "field" and self.field_path:
+            label = self._lookup_m2o_label(value)
+            if label:
+                return label
+
         return value
 
+    def _lookup_m2o_label(self, raw_value):
+        """Look up display_name for a Many2one field-based dimension value.
+
+        When field_path points to a Many2one (e.g. area_id, gender_id), the raw
+        value is typically the record's code. This method searches the related
+        model by code to return the display_name.
+
+        :param raw_value: The raw dimension value (typically a code string)
+        :returns: display_name or None if not found
+        """
+        # Only handle simple field paths (one segment, no dotted traversal
+        # like "gender_id.code" where the user explicitly chose a sub-field)
+        if "." in self.field_path:
+            return None
+
+        field_name = self.field_path
+        partner_fields = self.env["res.partner"]._fields
+        if field_name not in partner_fields:
+            return None
+
+        field = partner_fields[field_name]
+        if field.type != "many2one":
+            return None
+
+        comodel = self.env[field.comodel_name]
+        # Search by code if the related model has a code field
+        if "code" in comodel._fields:
+            record = comodel.search([("code", "=", raw_value)], limit=1)
+            if record:
+                return record.display_name
+
+        return None
+
     @api.model
     def get_by_name(self, name):
         """
diff --git a/spp_metrics_services/tests/test_coverage.py b/spp_metrics_services/tests/test_coverage.py
index 5c0ff133..a2eef746 100644
--- a/spp_metrics_services/tests/test_coverage.py
+++ b/spp_metrics_services/tests/test_coverage.py
@@ -299,6 +299,62 @@ def test_evaluate_for_record_error_no_default(self):
     # get_label_for_value
     # -------------------------------------------------------------------------
 
+    def test_evaluate_field_empty_many2one_returns_default(self):
+        """Empty Many2one (unset field) returns default_value, not 'False'."""
+        dim = self.dim_model.create(
+            {
+                "name": "test_empty_m2o",
+                "label": "Empty M2O",
+                "dimension_type": "field",
+                "field_path": "company_id",
+                "applies_to": "all",
+                "default_value": "unset",
+            }
+        )
+        # Individual with company_id explicitly cleared
+        partner = self.partner_model.create(
+            {
+                "name": "No Company",
+                "is_registrant": True,
+                "is_group": False,
+                "company_id": False,
+            }
+        )
+        result = dim.evaluate_for_record(partner)
+        self.assertEqual(result, "unset")
+
+    def test_get_label_for_value_m2o_dynamic_lookup(self):
+        """get_label_for_value dynamically looks up Many2one display_name."""
+        # Use company_id which doesn't have a 'code' field on res.company
+        dim = self.dim_model.create(
+            {
+                "name": "test_m2o_label_lookup",
+                "label": "Area Label",
+                "dimension_type": "field",
+                "field_path": "company_id",
+                "applies_to": "all",
+            }
+        )
+        # For a field without code, dynamic lookup won't match
+        # (res.company has no code field), so it falls back to raw value
+        result = dim.get_label_for_value("some_code")
+        self.assertEqual(result, "some_code")
+
+    def test_get_label_for_value_static_takes_precedence(self):
+        """Static value_labels_json takes precedence over dynamic lookup."""
+        dim = self.dim_model.create(
+            {
+                "name": "test_static_precedence",
+                "label": "Static",
+                "dimension_type": "field",
+                "field_path": "company_id",
+                "applies_to": "all",
+                "value_labels_json": {"MY_CODE": "My Display Name"},
+            }
+        )
+        result = dim.get_label_for_value("MY_CODE")
+        self.assertEqual(result, "My Display Name")
+
     def test_get_label_for_value_with_json_mapping(self):
         """Value label lookup from JSON mapping."""
         dim = self.dim_model.create(

From 4ddddf0cc1fccb66d461953023a29298ac62e8c3 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 16:15:40 +0700
Subject: [PATCH 45/70] feat(spp_cel_domain): add CEL-to-SQL CASE WHEN compiler

Add to_sql_case() on spp.cel.translator that compiles CEL ternary
expressions to SQL CASE WHEN value expressions. Handles age_years()
date arithmetic, null comparisons (IS NULL/IS NOT NULL), field
references, literals, and boolean connectives. Unsupported nodes
(BinOp, Neg, InOp) gracefully return None for Python fallback.

Add case_when() and comparison() builder methods to SQLBuilder with
operator whitelist for injection prevention.
---
 spp_cel_domain/models/cel_sql_builder.py  |  36 ++++
 spp_cel_domain/models/cel_translator.py   | 249 ++++++++++++++++++++++
 spp_cel_domain/tests/__init__.py          |   1 +
 spp_cel_domain/tests/test_cel_sql_case.py | 176 +++++++++++++++
 4 files changed, 462 insertions(+)
 create mode 100644 spp_cel_domain/tests/test_cel_sql_case.py

diff --git a/spp_cel_domain/models/cel_sql_builder.py b/spp_cel_domain/models/cel_sql_builder.py
index 423b0c8d..418df5f9 100644
--- a/spp_cel_domain/models/cel_sql_builder.py
+++ b/spp_cel_domain/models/cel_sql_builder.py
@@ -361,6 +361,42 @@ def union(self, queries: list[SQL]) -> SQL:
             result = SQL("(%s UNION %s)", result, query)
         return result
 
+    # =========================================================================
+    # CASE WHEN Builder
+    # =========================================================================
+
+    def case_when(self, condition: SQL, then_expr: SQL, else_expr: SQL) -> SQL:
+        """Build a CASE WHEN ... THEN ... ELSE ... END expression.
+
+        Args:
+            condition: SQL boolean expression for the WHEN clause
+            then_expr: SQL expression for the THEN result
+            else_expr: SQL expression for the ELSE result
+
+        Returns:
+            SQL CASE expression
+        """
+        return SQL("CASE WHEN %s THEN %s ELSE %s END", condition, then_expr, else_expr)
+
+    def comparison(self, left: SQL, op: str, right: SQL) -> SQL | None:
+        """Build a SQL comparison expression from two SQL operands.
+
+        Uses operator whitelist to prevent injection (same pattern as term()).
+
+        Args:
+            left: Left-hand SQL expression
+            op: Comparison operator (=, !=, >, >=, <, <=)
+            right: Right-hand SQL expression
+
+        Returns:
+            SQL comparison or None if operator is unsupported
+        """
+        op_sql_map = {"=": "=", "==": "=", "!=": "!=", ">": ">", ">=": ">=", "<": "<", "<=": "<="}
+        sql_op = op_sql_map.get(op)
+        if sql_op is None:
+            return None
+        return SQL("%s " + sql_op + " %s", left, right)
+
     # =========================================================================
     # Helpers for Default Domain Processing
     # =========================================================================
diff --git a/spp_cel_domain/models/cel_translator.py b/spp_cel_domain/models/cel_translator.py
index 0389bc70..cd2b92fb 100644
--- a/spp_cel_domain/models/cel_translator.py
+++ b/spp_cel_domain/models/cel_translator.py
@@ -6,6 +6,7 @@
 
 from odoo import api, fields, models
 from odoo.fields import Domain
+from odoo.tools.sql import SQL
 
 from ..exceptions import CELMetricsUnavailableError, CELValidationError
 from ..services import cel_parser as P
@@ -1390,6 +1391,254 @@ def invalidate_cache(self):
         """Invalidate the translation cache. Call when profiles or system settings change."""
         invalidate_translation_cache()
 
+    # =========================================================================
+    # CEL → SQL CASE WHEN (value expression compiler)
+    # =========================================================================
+
+    @api.model
+    def to_sql_case(self, expression: str, model: str, alias: str, cfg: dict[str, Any] | None = None) -> SQL | None:
+        """Compile a CEL expression to a SQL value expression.
+
+        Unlike translate() which produces Odoo domain filters (for WHERE clauses),
+        this produces a SQL expression that returns a value (for SELECT columns).
+        Primarily used for CASE WHEN expressions from CEL ternaries.
+
+        Args:
+            expression: CEL expression string
+            model: Odoo model name (e.g., "res.partner")
+            alias: SQL table alias (e.g., "ind")
+            cfg: Optional configuration dictionary
+
+        Returns:
+            SQL object representing the value expression, or None if the
+            expression cannot be compiled to SQL (caller should fall back
+            to Python evaluation).
+        """
+        try:
+            ast = P.parse(expression)
+            return self._ast_to_sql_expr(ast, model, alias, cfg or {}, {})
+        except (NotImplementedError, CELValidationError):
+            return None
+        except Exception as e:
+            _logger.debug("CEL to SQL compilation failed for '%s': %s", expression[:80], e)
+            return None
+
+    def _ast_to_sql_expr(  # noqa: C901
+        self,
+        node: Any,
+        model: str,
+        alias: str,
+        cfg: dict[str, Any],
+        ctx: dict[str, Any],
+    ) -> SQL | None:
+        """Recursively compile a CEL AST node to a SQL expression.
+
+        Returns SQL for supported nodes, None for unsupported ones.
+        """
+        from .cel_sql_builder import SQLBuilder
+
+        builder = SQLBuilder(self.env)
+
+        # --- Ternary -> CASE WHEN ---
+        if isinstance(node, P.Ternary):
+            cond_sql = self._ast_to_sql_expr(node.condition, model, alias, cfg, ctx)
+            then_sql = self._ast_to_sql_expr(node.true_expr, model, alias, cfg, ctx)
+            else_sql = self._ast_to_sql_expr(node.false_expr, model, alias, cfg, ctx)
+            if cond_sql is None or then_sql is None or else_sql is None:
+                return None
+            return builder.case_when(cond_sql, then_sql, else_sql)
+
+        # --- Literals ---
+        if isinstance(node, P.Literal):
+            if node.value is None:
+                return SQL("NULL")
+            if isinstance(node.value, bool):
+                return SQL("TRUE") if node.value else SQL("FALSE")
+            if isinstance(node.value, str):
+                return SQL("%s", node.value)
+            if isinstance(node.value, int | float):
+                return SQL("%s", node.value)
+            return None
+
+        # --- Compare ---
+        if isinstance(node, P.Compare):
+            return self._compare_to_sql(node, model, alias, cfg, ctx)
+
+        # --- Ident / Attr -> column reference ---
+        if isinstance(node, P.Ident):
+            if node.name == "r":
+                # "r" alone doesn't make sense as a value expression
+                return None
+            # CEL reserved words that are values
+            if node.name == "null":
+                return SQL("NULL")
+            if node.name == "true":
+                return SQL("TRUE")
+            if node.name == "false":
+                return SQL("FALSE")
+            # Plain field name
+            field_name = self._normalize_field_name(model, node.name)
+            return SQL("%s.%s", SQL.identifier(alias), SQL.identifier(field_name))
+
+        if isinstance(node, P.Attr):
+            return self._attr_to_sql_column(node, model, alias, cfg, ctx)
+
+        # --- Boolean connectives ---
+        if isinstance(node, P.And):
+            left = self._ast_to_sql_expr(node.left, model, alias, cfg, ctx)
+            right = self._ast_to_sql_expr(node.right, model, alias, cfg, ctx)
+            if left is None or right is None:
+                return None
+            return SQL("(%s AND %s)", left, right)
+
+        if isinstance(node, P.Or):
+            left = self._ast_to_sql_expr(node.left, model, alias, cfg, ctx)
+            right = self._ast_to_sql_expr(node.right, model, alias, cfg, ctx)
+            if left is None or right is None:
+                return None
+            return SQL("(%s OR %s)", left, right)
+
+        if isinstance(node, P.Not):
+            expr = self._ast_to_sql_expr(node.expr, model, alias, cfg, ctx)
+            if expr is None:
+                return None
+            return SQL("NOT (%s)", expr)
+
+        # --- Unsupported: BinOp, Neg, InOp, Call ---
+        return None
+
+    def _compare_to_sql(
+        self,
+        cmp: P.Compare,
+        model: str,
+        alias: str,
+        cfg: dict[str, Any],
+        ctx: dict[str, Any],
+    ) -> SQL | None:
+        """Compile a Compare AST node to a SQL boolean expression."""
+        from .cel_sql_builder import SQLBuilder
+
+        builder = SQLBuilder(self.env)
+        opmap = {"EQ": "=", "NE": "!=", "GT": ">", "GE": ">=", "LT": "<", "LE": "<="}
+
+        # --- age_years(r.field) <op> N -> date arithmetic ---
+        if (
+            isinstance(cmp.left, P.Call)
+            and isinstance(cmp.left.func, P.Ident)
+            and cmp.left.func.name == "age_years"
+            and cmp.left.args
+        ):
+            return self._age_years_compare_to_sql(cmp, model, alias, cfg, ctx, opmap)
+
+        # --- null comparisons: field == null / field != null ---
+        right_is_null = (isinstance(cmp.right, P.Literal) and cmp.right.value is None) or (
+            isinstance(cmp.right, P.Ident) and cmp.right.name == "null"
+        )
+        left_is_null = (isinstance(cmp.left, P.Literal) and cmp.left.value is None) or (
+            isinstance(cmp.left, P.Ident) and cmp.left.name == "null"
+        )
+
+        if right_is_null:
+            left_sql = self._ast_to_sql_expr(cmp.left, model, alias, cfg, ctx)
+            if left_sql is None:
+                return None
+            if cmp.op == "EQ":
+                return SQL("%s IS NULL", left_sql)
+            elif cmp.op == "NE":
+                return SQL("%s IS NOT NULL", left_sql)
+            return None
+
+        if left_is_null:
+            right_sql = self._ast_to_sql_expr(cmp.right, model, alias, cfg, ctx)
+            if right_sql is None:
+                return None
+            if cmp.op == "EQ":
+                return SQL("%s IS NULL", right_sql)
+            elif cmp.op == "NE":
+                return SQL("%s IS NOT NULL", right_sql)
+            return None
+
+        # --- general comparison: left <op> right ---
+        sql_op = opmap.get(cmp.op)
+        if sql_op is None:
+            return None
+
+        left_sql = self._ast_to_sql_expr(cmp.left, model, alias, cfg, ctx)
+        right_sql = self._ast_to_sql_expr(cmp.right, model, alias, cfg, ctx)
+        if left_sql is None or right_sql is None:
+            return None
+
+        return builder.comparison(left_sql, sql_op, right_sql)
+
+    def _age_years_compare_to_sql(
+        self,
+        cmp: P.Compare,
+        model: str,
+        alias: str,
+        cfg: dict[str, Any],
+        ctx: dict[str, Any],
+        opmap: dict[str, str],
+    ) -> SQL | None:
+        """Compile age_years(r.field) <op> N to date arithmetic SQL.
+
+        age_years(r.birthdate) < 18 becomes:
+            r.birthdate > CURRENT_DATE - INTERVAL '18 years'
+
+        The operator inversion matches _cmp_to_leaf() logic.
+        """
+        # Resolve the field being passed to age_years()
+        field_arg = cmp.left.args[0]
+        field_sql = self._ast_to_sql_expr(field_arg, model, alias, cfg, ctx)
+        if field_sql is None:
+            return None
+
+        # The right side must be a numeric literal
+        if not isinstance(cmp.right, P.Literal) or not isinstance(cmp.right.value, int | float):
+            return None
+
+        n = int(cmp.right.value)
+        interval_n = SQL("CURRENT_DATE - INTERVAL %s", f"{n} years")
+
+        op = cmp.op
+        if op == "LT":
+            # age < n => birthdate > cutoff (younger than n)
+            return SQL("%s > %s", field_sql, interval_n)
+        elif op == "LE":
+            # age <= n => birthdate >= cutoff
+            return SQL("%s >= %s", field_sql, interval_n)
+        elif op == "GT":
+            # age > n => birthdate < cutoff (older than n)
+            return SQL("%s < %s", field_sql, interval_n)
+        elif op == "GE":
+            # age >= n => birthdate <= cutoff
+            return SQL("%s <= %s", field_sql, interval_n)
+        elif op == "EQ":
+            # age == n => birthdate in (cutoff_{n+1}, cutoff_n]
+            interval_n1 = SQL("CURRENT_DATE - INTERVAL %s", f"{n + 1} years")
+            return SQL("(%s > %s AND %s <= %s)", field_sql, interval_n1, field_sql, interval_n)
+        elif op == "NE":
+            # age != n => birthdate <= cutoff_{n+1} OR birthdate > cutoff_n
+            interval_n1 = SQL("CURRENT_DATE - INTERVAL %s", f"{n + 1} years")
+            return SQL("(%s <= %s OR %s > %s)", field_sql, interval_n1, field_sql, interval_n)
+
+        return None
+
+    def _attr_to_sql_column(
+        self,
+        node: P.Attr,
+        model: str,
+        alias: str,
+        cfg: dict[str, Any],
+        ctx: dict[str, Any],
+    ) -> SQL | None:
+        """Compile an Attr node (e.g., r.birthdate) to a SQL column reference."""
+        if isinstance(node.obj, P.Ident) and node.obj.name == "r":
+            field_name = self._normalize_field_name(model, node.name)
+            return SQL("%s.%s", SQL.identifier(alias), SQL.identifier(field_name))
+
+        # Nested attr (e.g., r.gender_id.code) - not supported in value context
+        return None
+
     def _negate_leaf(self, plan):
         if not isinstance(plan, LeafDomain):
             return None
diff --git a/spp_cel_domain/tests/__init__.py b/spp_cel_domain/tests/__init__.py
index 325ae510..ce88e49f 100644
--- a/spp_cel_domain/tests/__init__.py
+++ b/spp_cel_domain/tests/__init__.py
@@ -13,6 +13,7 @@
 from . import test_cel_sql_robustness
 from . import test_cel_unrecognized_functions
 from . import test_sql_builder
+from . import test_cel_sql_case
 
 # ADR-008: CEL Variable Integration tests
 from . import test_cel_variable
diff --git a/spp_cel_domain/tests/test_cel_sql_case.py b/spp_cel_domain/tests/test_cel_sql_case.py
new file mode 100644
index 00000000..6ef648b1
--- /dev/null
+++ b/spp_cel_domain/tests/test_cel_sql_case.py
@@ -0,0 +1,176 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Tests for to_sql_case() CEL-to-SQL CASE WHEN compilation."""
+
+from odoo.tests import TransactionCase, tagged
+from odoo.tools.sql import SQL
+
+
+@tagged("post_install", "-at_install")
+class TestToSqlCase(TransactionCase):
+    """Test CelTranslator.to_sql_case() for CEL-to-SQL value expression compilation."""
+
+    def setUp(self):
+        super().setUp()
+        self.translator = self.env["spp.cel.translator"]
+
+    def _sql_to_str(self, sql_obj):
+        """Convert SQL object to string for assertion checking."""
+        return str(sql_obj)
+
+    def test_simple_ternary(self):
+        """Test ternary compiles to CASE WHEN."""
+        expr = 'r.is_group == true ? "group" : "individual"'
+        result = self.translator.to_sql_case(expr, "res.partner", "p")
+        self.assertIsNotNone(result)
+        self.assertIsInstance(result, SQL)
+        sql_str = self._sql_to_str(result)
+        self.assertIn("CASE WHEN", sql_str)
+        self.assertIn("THEN", sql_str)
+        self.assertIn("ELSE", sql_str)
+        self.assertIn("END", sql_str)
+
+    def test_null_comparison(self):
+        """Test field == null compiles to IS NULL."""
+        expr = 'r.birthdate == null ? "unknown" : "known"'
+        result = self.translator.to_sql_case(expr, "res.partner", "ind")
+        self.assertIsNotNone(result)
+        sql_str = self._sql_to_str(result)
+        self.assertIn("IS NULL", sql_str)
+
+    def test_null_ne_comparison(self):
+        """Test field != null compiles to IS NOT NULL."""
+        expr = 'r.birthdate != null ? "known" : "unknown"'
+        result = self.translator.to_sql_case(expr, "res.partner", "ind")
+        self.assertIsNotNone(result)
+        sql_str = self._sql_to_str(result)
+        self.assertIn("IS NOT NULL", sql_str)
+
+    def test_age_years_less_than(self):
+        """Test age_years(r.birthdate) < N compiles to date arithmetic."""
+        expr = 'age_years(r.birthdate) < 18 ? "child" : "adult"'
+        result = self.translator.to_sql_case(expr, "res.partner", "p")
+        self.assertIsNotNone(result)
+        sql_str = self._sql_to_str(result)
+        self.assertIn("CASE WHEN", sql_str)
+        self.assertIn("CURRENT_DATE", sql_str)
+        self.assertIn("18 years", sql_str)
+        # age < 18 => birthdate > cutoff (younger)
+        self.assertIn(">", sql_str)
+
+    def test_age_years_greater_equal(self):
+        """Test age_years(r.birthdate) >= N."""
+        expr = 'age_years(r.birthdate) >= 60 ? "elderly" : "not_elderly"'
+        result = self.translator.to_sql_case(expr, "res.partner", "p")
+        self.assertIsNotNone(result)
+        sql_str = self._sql_to_str(result)
+        self.assertIn("60 years", sql_str)
+        # age >= 60 => birthdate <= cutoff
+        self.assertIn("<=", sql_str)
+
+    def test_nested_ternary(self):
+        """Test nested ternary compiles to nested CASE WHEN."""
+        expr = (
+            'r.birthdate == null ? "unknown" : '
+            'age_years(r.birthdate) < 18 ? "child" : '
+            'age_years(r.birthdate) < 60 ? "adult" : "elderly"'
+        )
+        result = self.translator.to_sql_case(expr, "res.partner", "ind")
+        self.assertIsNotNone(result)
+        sql_str = self._sql_to_str(result)
+        # Should have nested CASE WHEN
+        self.assertGreater(sql_str.count("CASE WHEN"), 1)
+        self.assertIn("IS NULL", sql_str)
+        self.assertIn("18 years", sql_str)
+        self.assertIn("60 years", sql_str)
+
+    def test_field_comparison(self):
+        """Test simple field comparison compiles to SQL."""
+        expr = 'r.is_group == true ? "group" : "individual"'
+        result = self.translator.to_sql_case(expr, "res.partner", "t")
+        self.assertIsNotNone(result)
+        sql_str = self._sql_to_str(result)
+        self.assertIn("is_group", sql_str)
+
+    def test_literal_string(self):
+        """Test string literals compile to SQL parameters."""
+        # A simple ternary with string results
+        expr = 'r.active == true ? "active" : "inactive"'
+        result = self.translator.to_sql_case(expr, "res.partner", "p")
+        self.assertIsNotNone(result)
+
+    def test_unsupported_expression_returns_none(self):
+        """Test unsupported CEL expressions return None (Python fallback)."""
+        # BinOp (arithmetic) is unsupported
+        expr = "r.age + 1"
+        result = self.translator.to_sql_case(expr, "res.partner", "p")
+        self.assertIsNone(result)
+
+    def test_unsupported_function_returns_none(self):
+        """Test unsupported function calls return None."""
+        # standalone age_years() as a value (not in a comparison) is unsupported
+        expr = "age_years(r.birthdate)"
+        result = self.translator.to_sql_case(expr, "res.partner", "p")
+        self.assertIsNone(result)
+
+    def test_invalid_expression_returns_none(self):
+        """Test invalid CEL expressions return None."""
+        result = self.translator.to_sql_case("???invalid!!!", "res.partner", "p")
+        self.assertIsNone(result)
+
+    def test_age_years_eq(self):
+        """Test age_years(r.birthdate) == N compiles to range check."""
+        expr = 'age_years(r.birthdate) == 25 ? "exactly_25" : "other"'
+        result = self.translator.to_sql_case(expr, "res.partner", "p")
+        self.assertIsNotNone(result)
+        sql_str = self._sql_to_str(result)
+        # EQ uses range: birthdate in (cutoff_{n+1}, cutoff_n]
+        self.assertIn("25 years", sql_str)
+        self.assertIn("26 years", sql_str)
+
+    def test_boolean_connectives(self):
+        """Test And/Or/Not in conditions compile to SQL."""
+        expr = 'r.is_group == true && r.active == true ? "active_group" : "other"'
+        result = self.translator.to_sql_case(expr, "res.partner", "p")
+        self.assertIsNotNone(result)
+        sql_str = self._sql_to_str(result)
+        self.assertIn("AND", sql_str)
+
+
+@tagged("post_install", "-at_install")
+class TestSQLBuilderCaseWhen(TransactionCase):
+    """Test SQLBuilder.case_when() and comparison() methods."""
+
+    def setUp(self):
+        super().setUp()
+        from odoo.addons.spp_cel_domain.models.cel_sql_builder import SQLBuilder
+
+        self.builder = SQLBuilder(self.env)
+
+    def test_case_when(self):
+        """Test case_when produces CASE WHEN ... THEN ... ELSE ... END."""
+        result = self.builder.case_when(
+            SQL("x IS NULL"),
+            SQL("%s", "unknown"),
+            SQL("%s", "known"),
+        )
+        sql_str = str(result)
+        self.assertIn("CASE WHEN", sql_str)
+        self.assertIn("THEN", sql_str)
+        self.assertIn("ELSE", sql_str)
+        self.assertIn("END", sql_str)
+
+    def test_comparison_valid_ops(self):
+        """Test comparison with valid operators."""
+        for op in ("=", "!=", ">", ">=", "<", "<="):
+            result = self.builder.comparison(SQL("a"), op, SQL("b"))
+            self.assertIsNotNone(result, f"Operator {op} should be supported")
+
+    def test_comparison_invalid_op(self):
+        """Test comparison with invalid operator returns None."""
+        result = self.builder.comparison(SQL("a"), "LIKE", SQL("b"))
+        self.assertIsNone(result)
+
+    def test_comparison_double_equals(self):
+        """Test == is normalized to =."""
+        result = self.builder.comparison(SQL("a"), "==", SQL("b"))
+        self.assertIsNotNone(result)

From 7fae8ca549edee205b6f978baebe07e3f18391c8 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 16:17:58 +0700
Subject: [PATCH 46/70] feat(spp_metrics_services): add to_sql_column() for SQL
 dimension compilation

Add SQLColumnResult dataclass and to_sql_column() method on
spp.demographic.dimension that compiles dimensions to SQL expressions.
Handles simple fields (CAST), Many2one with dotted paths (LEFT JOIN),
direct Many2one (LEFT JOIN + code lookup), and CEL expressions
(delegates to to_sql_case()). Returns None for unsupported dimensions
to enable Python fallback.
---
 .../models/demographic_dimension.py           | 149 +++++++++++++++++
 spp_metrics_services/tests/__init__.py        |   1 +
 spp_metrics_services/tests/test_sql_column.py | 155 ++++++++++++++++++
 3 files changed, 305 insertions(+)
 create mode 100644 spp_metrics_services/tests/test_sql_column.py

diff --git a/spp_metrics_services/models/demographic_dimension.py b/spp_metrics_services/models/demographic_dimension.py
index 98746f30..af55576d 100644
--- a/spp_metrics_services/models/demographic_dimension.py
+++ b/spp_metrics_services/models/demographic_dimension.py
@@ -1,13 +1,24 @@
 # Part of OpenSPP. See LICENSE file for full copyright and licensing details.
 import json
 import logging
+from dataclasses import dataclass, field as dataclass_field
 
 from odoo import _, api, fields, models
 from odoo.exceptions import ValidationError
+from odoo.tools.sql import SQL
 
 _logger = logging.getLogger(__name__)
 
 
+@dataclass
+class SQLColumnResult:
+    """Result of compiling a demographic dimension to a SQL expression."""
+
+    expression: SQL
+    joins: list[SQL] = dataclass_field(default_factory=list)
+    alias_counter: int = 0
+
+
 class DemographicDimension(models.Model):
     """
     Configurable demographic dimensions for group_by breakdowns.
@@ -304,6 +315,144 @@ def get_active_dimensions(self, applies_to=None):
             domain.append(("applies_to", "=", applies_to))
         return self.search(domain, order="sequence, name")
 
+    # -------------------------------------------------------------------------
+    # SQL Column Generation
+    # -------------------------------------------------------------------------
+    def to_sql_column(self, alias="ind", alias_counter=0):
+        """Generate a SQL expression for this dimension's value.
+
+        Compiles this dimension to a SQL expression that can be used in a
+        SELECT clause. For field-based dimensions, generates column references
+        (with JOINs for Many2one). For CEL expression dimensions, delegates to
+        the CEL-to-SQL compiler.
+
+        Args:
+            alias: SQL alias for the res_partner table (default "ind")
+            alias_counter: Counter for generating unique join aliases
+
+        Returns:
+            SQLColumnResult | None: SQL expression + joins, or None if
+                SQL compilation is not possible (fall back to Python).
+        """
+        self.ensure_one()
+        default = self.default_value or "unknown"
+
+        if self.dimension_type == "field":
+            return self._to_sql_column_field(alias, alias_counter, default)
+        elif self.dimension_type == "expression":
+            return self._to_sql_column_expression(alias, alias_counter, default)
+        return None
+
+    def _to_sql_column_field(self, alias, alias_counter, default):
+        """Generate SQL for a field-based dimension."""
+        if not self.field_path:
+            return None
+
+        parts = self.field_path.split(".")
+        partner_fields = self.env["res.partner"]._fields
+
+        if len(parts) == 1:
+            # Simple field (e.g., is_group, area_id)
+            field_name = parts[0]
+            if field_name not in partner_fields:
+                return None
+
+            field_def = partner_fields[field_name]
+            if field_def.type == "many2one":
+                # Many2one direct: use code from related model if available
+                return self._to_sql_column_m2o_direct(alias, alias_counter, field_name, field_def, default)
+            else:
+                # Scalar field: CAST to text
+                col = SQL("%s.%s", SQL.identifier(alias), SQL.identifier(field_name))
+                expr = SQL("COALESCE(CAST(%s AS TEXT), %s)", col, default)
+                return SQLColumnResult(expression=expr, alias_counter=alias_counter)
+
+        elif len(parts) == 2:
+            # Dotted path (e.g., gender_id.code)
+            field_name, sub_field = parts
+            if field_name not in partner_fields:
+                return None
+
+            field_def = partner_fields[field_name]
+            if field_def.type != "many2one":
+                return None
+
+            return self._to_sql_column_m2o_sub(alias, alias_counter, field_name, field_def, sub_field, default)
+
+        # Deeper paths not supported in SQL
+        return None
+
+    def _to_sql_column_m2o_direct(self, alias, alias_counter, field_name, field_def, default):
+        """Generate SQL for a direct Many2one field (e.g., gender_id, area_id).
+
+        JOINs to the comodel and uses code if available, otherwise id as text.
+        """
+        comodel_name = field_def.comodel_name
+        comodel = self.env[comodel_name]
+        join_alias = f"_dim{alias_counter}"
+        comodel_table = comodel._table
+
+        fk_col = SQL("%s.%s", SQL.identifier(alias), SQL.identifier(field_name))
+        join_id = SQL("%s.id", SQL.identifier(join_alias))
+        join_sql = SQL(
+            "LEFT JOIN %s %s ON %s = %s",
+            SQL.identifier(comodel_table),
+            SQL.identifier(join_alias),
+            join_id,
+            fk_col,
+        )
+
+        if "code" in comodel._fields:
+            code_col = SQL("%s.%s", SQL.identifier(join_alias), SQL.identifier("code"))
+            expr = SQL("COALESCE(CAST(%s AS TEXT), %s)", code_col, default)
+        else:
+            id_col = SQL("%s.id", SQL.identifier(join_alias))
+            expr = SQL("COALESCE(CAST(%s AS TEXT), %s)", id_col, default)
+
+        return SQLColumnResult(expression=expr, joins=[join_sql], alias_counter=alias_counter + 1)
+
+    def _to_sql_column_m2o_sub(self, alias, alias_counter, field_name, field_def, sub_field, default):
+        """Generate SQL for a Many2one dotted path (e.g., gender_id.code)."""
+        comodel_name = field_def.comodel_name
+        comodel = self.env[comodel_name]
+        join_alias = f"_dim{alias_counter}"
+        comodel_table = comodel._table
+
+        if sub_field not in comodel._fields:
+            return None
+
+        fk_col = SQL("%s.%s", SQL.identifier(alias), SQL.identifier(field_name))
+        join_id = SQL("%s.id", SQL.identifier(join_alias))
+        join_sql = SQL(
+            "LEFT JOIN %s %s ON %s = %s",
+            SQL.identifier(comodel_table),
+            SQL.identifier(join_alias),
+            join_id,
+            fk_col,
+        )
+
+        sub_col = SQL("%s.%s", SQL.identifier(join_alias), SQL.identifier(sub_field))
+        expr = SQL("COALESCE(CAST(%s AS TEXT), %s)", sub_col, default)
+
+        return SQLColumnResult(expression=expr, joins=[join_sql], alias_counter=alias_counter + 1)
+
+    def _to_sql_column_expression(self, alias, alias_counter, default):
+        """Generate SQL for a CEL expression-based dimension."""
+        if not self.cel_expression:
+            return None
+
+        try:
+            translator = self.env["spp.cel.translator"]
+        except KeyError:
+            return None
+
+        sql_expr = translator.to_sql_case(self.cel_expression, "res.partner", alias)
+        if sql_expr is None:
+            return None
+
+        expr = SQL("COALESCE(CAST(%s AS TEXT), %s)", sql_expr, default)
+        return SQLColumnResult(expression=expr, alias_counter=alias_counter)
+
     # -------------------------------------------------------------------------
     # Cache Invalidation
     # -------------------------------------------------------------------------
diff --git a/spp_metrics_services/tests/__init__.py b/spp_metrics_services/tests/__init__.py
index 0c7a9d58..5b4d1abe 100644
--- a/spp_metrics_services/tests/__init__.py
+++ b/spp_metrics_services/tests/__init__.py
@@ -3,3 +3,4 @@
 from . import test_services
 from . import test_dimension_cache
 from . import test_coverage
+from . import test_sql_column
diff --git a/spp_metrics_services/tests/test_sql_column.py b/spp_metrics_services/tests/test_sql_column.py
new file mode 100644
index 00000000..ef497e4d
--- /dev/null
+++ b/spp_metrics_services/tests/test_sql_column.py
@@ -0,0 +1,155 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Tests for DemographicDimension.to_sql_column() SQL compilation."""
+
+from odoo.tests import TransactionCase, tagged
+from odoo.tools.sql import SQL
+
+from ..models.demographic_dimension import SQLColumnResult
+
+
+@tagged("post_install", "-at_install")
+class TestDimensionSqlColumn(TransactionCase):
+    """Test to_sql_column() for field-based and expression-based dimensions."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+        Dim = cls.env["spp.demographic.dimension"]
+
+        # Simple boolean field
+        cls.dim_is_group = Dim.create(
+            {
+                "name": "test_is_group",
+                "label": "Is Group",
+                "dimension_type": "field",
+                "field_path": "is_group",
+                "default_value": "unknown",
+            }
+        )
+
+        # Many2one with .code path (gender_id.code)
+        cls.dim_gender_code = Dim.create(
+            {
+                "name": "test_gender_code",
+                "label": "Gender Code",
+                "dimension_type": "field",
+                "field_path": "gender_id.code",
+                "default_value": "unknown",
+            }
+        )
+
+        # Many2one direct (gender_id)
+        cls.dim_gender_direct = Dim.create(
+            {
+                "name": "test_gender_direct",
+                "label": "Gender Direct",
+                "dimension_type": "field",
+                "field_path": "gender_id",
+                "default_value": "unknown",
+            }
+        )
+
+        # CEL expression dimension
+        cls.dim_age_group = Dim.create(
+            {
+                "name": "test_age_group",
+                "label": "Age Group",
+                "dimension_type": "expression",
+                "cel_expression": (
+                    'r.birthdate == null ? "unknown" : '
+                    'age_years(r.birthdate) < 18 ? "child" : '
+                    'age_years(r.birthdate) < 60 ? "adult" : "elderly"'
+                ),
+                "default_value": "unknown",
+            }
+        )
+
+    def test_field_simple_returns_sql(self):
+        """Test simple field produces CAST + COALESCE SQL."""
+        result = self.dim_is_group.to_sql_column("p", 0)
+        self.assertIsNotNone(result)
+        self.assertIsInstance(result, SQLColumnResult)
+        self.assertIsInstance(result.expression, SQL)
+        self.assertEqual(result.joins, [])
+        sql_str = str(result.expression)
+        self.assertIn("COALESCE", sql_str)
+        self.assertIn("CAST", sql_str)
+        self.assertIn("is_group", sql_str)
+
+    def test_field_m2o_code_path_produces_join(self):
+        """Test M2O dotted path (gender_id.code) produces LEFT JOIN."""
+        result = self.dim_gender_code.to_sql_column("ind", 0)
+        self.assertIsNotNone(result)
+        self.assertEqual(len(result.joins), 1)
+        join_str = str(result.joins[0])
+        self.assertIn("LEFT JOIN", join_str)
+        sql_str = str(result.expression)
+        self.assertIn("code", sql_str)
+        # alias_counter should be incremented
+        self.assertEqual(result.alias_counter, 1)
+
+    def test_field_m2o_direct_produces_join(self):
+        """Test direct M2O field (gender_id) produces LEFT JOIN with code lookup."""
+        result = self.dim_gender_direct.to_sql_column("ind", 0)
+        self.assertIsNotNone(result)
+        self.assertEqual(len(result.joins), 1)
+        join_str = str(result.joins[0])
+        self.assertIn("LEFT JOIN", join_str)
+
+    def test_expression_produces_case_when(self):
+        """Test CEL expression dimension compiles to CASE WHEN SQL."""
+        result = self.dim_age_group.to_sql_column("ind", 0)
+        self.assertIsNotNone(result)
+        self.assertIsInstance(result, SQLColumnResult)
+        sql_str = str(result.expression)
+        self.assertIn("CASE WHEN", sql_str)
+        self.assertIn("COALESCE", sql_str)
+
+    def test_unsupported_expression_returns_none(self):
+        """Test unsupported CEL expression returns None for fallback."""
+        dim = self.env["spp.demographic.dimension"].create(
+            {
+                "name": "test_unsupported",
+                "label": "Unsupported",
+                "dimension_type": "expression",
+                "cel_expression": "r.income + r.bonus",
+                "default_value": "n/a",
+            }
+        )
+        result = dim.to_sql_column("ind", 0)
+        self.assertIsNone(result)
+
+    def test_invalid_field_path_returns_none(self):
+        """Test invalid field path returns None."""
+        dim = self.env["spp.demographic.dimension"].create(
+            {
+                "name": "test_invalid_field",
+                "label": "Invalid Field",
+                "dimension_type": "field",
+                "field_path": "nonexistent_field",
+                "default_value": "n/a",
+            }
+        )
+        result = dim.to_sql_column("ind", 0)
+        self.assertIsNone(result)
+
+    def test_alias_counter_increments(self):
+        """Test multiple dimensions get unique join aliases."""
+        r1 = self.dim_gender_code.to_sql_column("ind", 0)
+        r2 = self.dim_gender_direct.to_sql_column("ind", r1.alias_counter)
+        self.assertNotEqual(r1.alias_counter, r2.alias_counter)
+        # Join aliases should differ
+        join1_str = str(r1.joins[0])
+        join2_str = str(r2.joins[0])
+        self.assertIn("_dim0", join1_str)
+        self.assertIn("_dim1", join2_str)
+
+    def test_cross_module_cel_call(self):
+        """Test to_sql_column works cross-module (spp_metrics_services calling spp_cel_domain)."""
+        # This is the key cross-module integration test
+        result = self.dim_age_group.to_sql_column("t", 5)
+        self.assertIsNotNone(result)
+        sql_str = str(result.expression)
+        # Should reference the correct alias
+        self.assertIn("t", sql_str)
+        self.assertIn("birthdate", sql_str)

From 4cc948facbd3c3367af55f655ce3c5877e5ba873 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 16:55:21 +0700
Subject: [PATCH 47/70] feat(spp_gis_report): SQL-based disaggregation with
 member expansion

Replace Python-based _compute_disaggregation() with SQL-based approach:
- Add member_expansion field (none/expand) for group-to-individual analysis
- Build area_mapping CTE + CROSS JOIN LATERAL VALUES for efficient unpivoting
- Support member expansion via spp_group_membership JOIN with DISTINCT ON
- Python fallback for dimensions that can't compile to SQL
- Fix CEL parser right-associativity for nested ternaries (PRECEDENCE-1)
- Flatten nested ternary chains into single CASE WHEN with multiple clauses
- Add applies_to filtering in to_sql_column() for dimension targeting
- Fix ValidationError import (odoo.exceptions, not models)
---
 spp_cel_domain/models/cel_sql_builder.py      |   2 +-
 spp_cel_domain/models/cel_translator.py       |  52 ++-
 spp_cel_domain/services/cel_parser.py         |   2 +-
 spp_cel_domain/tests/test_cel_sql_case.py     |   4 +-
 spp_gis_report/models/gis_report.py           | 297 +++++++++++++++++-
 spp_gis_report/tests/test_disaggregation.py   | 166 ++++++++++
 spp_gis_report/views/gis_report_views.xml     |   1 +
 .../models/demographic_dimension.py           |  41 ++-
 8 files changed, 534 insertions(+), 31 deletions(-)

diff --git a/spp_cel_domain/models/cel_sql_builder.py b/spp_cel_domain/models/cel_sql_builder.py
index 418df5f9..f5ed3101 100644
--- a/spp_cel_domain/models/cel_sql_builder.py
+++ b/spp_cel_domain/models/cel_sql_builder.py
@@ -376,7 +376,7 @@ def case_when(self, condition: SQL, then_expr: SQL, else_expr: SQL) -> SQL:
         Returns:
             SQL CASE expression
         """
-        return SQL("CASE WHEN %s THEN %s ELSE %s END", condition, then_expr, else_expr)
+        return SQL("(CASE WHEN %s THEN %s ELSE %s END)", condition, then_expr, else_expr)
 
     def comparison(self, left: SQL, op: str, right: SQL) -> SQL | None:
         """Build a SQL comparison expression from two SQL operands.
diff --git a/spp_cel_domain/models/cel_translator.py b/spp_cel_domain/models/cel_translator.py
index cd2b92fb..25d50c26 100644
--- a/spp_cel_domain/models/cel_translator.py
+++ b/spp_cel_domain/models/cel_translator.py
@@ -1435,18 +1435,9 @@ def _ast_to_sql_expr(  # noqa: C901
 
         Returns SQL for supported nodes, None for unsupported ones.
         """
-        from .cel_sql_builder import SQLBuilder
-
-        builder = SQLBuilder(self.env)
-
-        # --- Ternary -> CASE WHEN ---
+        # --- Ternary -> CASE with multiple WHEN clauses ---
         if isinstance(node, P.Ternary):
-            cond_sql = self._ast_to_sql_expr(node.condition, model, alias, cfg, ctx)
-            then_sql = self._ast_to_sql_expr(node.true_expr, model, alias, cfg, ctx)
-            else_sql = self._ast_to_sql_expr(node.false_expr, model, alias, cfg, ctx)
-            if cond_sql is None or then_sql is None or else_sql is None:
-                return None
-            return builder.case_when(cond_sql, then_sql, else_sql)
+            return self._ternary_to_case_sql(node, model, alias, cfg, ctx)
 
         # --- Literals ---
         if isinstance(node, P.Literal):
@@ -1507,6 +1498,45 @@ def _ast_to_sql_expr(  # noqa: C901
         # --- Unsupported: BinOp, Neg, InOp, Call ---
         return None
 
+    def _ternary_to_case_sql(
+        self,
+        node: P.Ternary,
+        model: str,
+        alias: str,
+        cfg: dict[str, Any],
+        ctx: dict[str, Any],
+    ) -> SQL | None:
+        """Flatten a chain of nested Ternary nodes into a single CASE expression.
+
+        CEL: a ? x : b ? y : c ? z : w
+        SQL: CASE WHEN a THEN x WHEN b THEN y WHEN c THEN z ELSE w END
+
+        This avoids nested CASE WHEN that causes SQL type mismatch issues.
+        """
+        when_clauses = []
+        current = node
+
+        while isinstance(current, P.Ternary):
+            cond_sql = self._ast_to_sql_expr(current.condition, model, alias, cfg, ctx)
+            then_sql = self._ast_to_sql_expr(current.true_expr, model, alias, cfg, ctx)
+            if cond_sql is None or then_sql is None:
+                return None
+            when_clauses.append((cond_sql, then_sql))
+            current = current.false_expr
+
+        # The final false_expr is the ELSE value
+        else_sql = self._ast_to_sql_expr(current, model, alias, cfg, ctx)
+        if else_sql is None:
+            return None
+
+        # Build: CASE WHEN c1 THEN v1 WHEN c2 THEN v2 ... ELSE vn END
+        parts = [SQL("CASE")]
+        for cond, then in when_clauses:
+            parts.append(SQL("WHEN %s THEN %s", cond, then))
+        parts.append(SQL("ELSE %s END", else_sql))
+
+        return SQL(" ").join(parts)
+
     def _compare_to_sql(
         self,
         cmp: P.Compare,
diff --git a/spp_cel_domain/services/cel_parser.py b/spp_cel_domain/services/cel_parser.py
index 98dcc282..8222781b 100644
--- a/spp_cel_domain/services/cel_parser.py
+++ b/spp_cel_domain/services/cel_parser.py
@@ -524,7 +524,7 @@ def led(self, left: Any, tok: Token) -> Any:
         if tok.kind == "QUESTION":
             true_expr = self.expr(0)  # Parse until we hit COLON
             self.eat("COLON")
-            false_expr = self.expr(self.PRECEDENCE["QUESTION"])  # Right-associative
+            false_expr = self.expr(self.PRECEDENCE["QUESTION"] - 1)  # Right-associative
             return Ternary(left, true_expr, false_expr)
         raise SyntaxError(f"Unexpected infix token {tok.kind}")
 
diff --git a/spp_cel_domain/tests/test_cel_sql_case.py b/spp_cel_domain/tests/test_cel_sql_case.py
index 6ef648b1..b22d8884 100644
--- a/spp_cel_domain/tests/test_cel_sql_case.py
+++ b/spp_cel_domain/tests/test_cel_sql_case.py
@@ -77,8 +77,8 @@ def test_nested_ternary(self):
         result = self.translator.to_sql_case(expr, "res.partner", "ind")
         self.assertIsNotNone(result)
         sql_str = self._sql_to_str(result)
-        # Should have nested CASE WHEN
-        self.assertGreater(sql_str.count("CASE WHEN"), 1)
+        # Should be a single flattened CASE with multiple WHEN clauses
+        self.assertEqual(sql_str.count("CASE"), 1)
         self.assertIn("IS NULL", sql_str)
         self.assertIn("18 years", sql_str)
         self.assertIn("60 years", sql_str)
diff --git a/spp_gis_report/models/gis_report.py b/spp_gis_report/models/gis_report.py
index 1be2f579..8d7475ce 100644
--- a/spp_gis_report/models/gis_report.py
+++ b/spp_gis_report/models/gis_report.py
@@ -3,7 +3,9 @@
 from ast import literal_eval
 
 from odoo import _, api, fields, models
+from odoo.exceptions import ValidationError
 from odoo.osv import expression
+from odoo.tools.sql import SQL
 
 _logger = logging.getLogger(__name__)
 
@@ -299,6 +301,18 @@ def _get_source_model_domain(self):
         string="Disaggregation Dimensions",
         help="Demographic dimensions to compute disaggregation for (e.g., gender, age group)",
     )
+    member_expansion = fields.Selection(
+        [("none", "No Expansion"), ("expand", "Expand to Members")],
+        "Member Expansion",
+        default="none",
+        help=(
+            "For group-filtered reports, expand to individual members "
+            "for demographic breakdown (e.g., gender, age). "
+            "Use 'Expand to Members' when dimensions should be evaluated "
+            "on individuals inside groups, not on the groups themselves."
+        ),
+    )
+
     disaggregate_by_tag_ids = fields.Many2many(
         "spp.vocabulary",
         string="Disaggregate by Tags",
@@ -428,6 +442,15 @@ def _compute_is_stale(self):
             else:
                 report.is_stale = False
 
+    @api.constrains("member_expansion", "source_model")
+    def _check_member_expansion(self):
+        """Validate member_expansion is only used with res.partner source model."""
+        for report in self:
+            if report.member_expansion == "expand" and report.source_model != "res.partner":
+                raise ValidationError(
+                    _("Member expansion is only supported for reports with 'Contact' (res.partner) source model.")
+                )
+
     def _prepare_area_context(self):
         """Build shared area context for aggregation and disaggregation.
 
@@ -597,9 +620,10 @@ def _compute_base_aggregation(self, area_context=None):
     def _compute_disaggregation(self, area_context):
         """Compute disaggregation counts per area for configured dimensions.
 
-        Evaluates each demographic dimension for all registrants matching the
-        report's filter, groups by base-level area, and returns per-area counts
-        by dimension value.
+        Uses SQL for performance when possible, with Python fallback for
+        dimensions that cannot compile to SQL. When member_expansion is
+        "expand", drills into group members to evaluate individual-level
+        demographics (gender, age) with area inheritance from the group.
 
         Args:
             area_context: Area context from _prepare_area_context()
@@ -619,19 +643,204 @@ def _compute_disaggregation(self, area_context):
         if area_context is None:
             return {}
 
-        domain = list(area_context["domain"])
         child_to_base = area_context["child_to_base"]
-        base_areas = area_context["base_areas"]
         area_field = area_context["area_field"]
 
-        # Query registrant IDs and their area field
+        # Compile dimensions to SQL, separating compilable from fallback
+        sql_dims = []  # [(dimension, SQLColumnResult)]
+        fallback_dims = []  # [dimension]
+        alias_counter = 0
+        partner_alias = "ind" if self.member_expansion == "expand" else "reg"
+
+        for dimension in self.dimension_ids:
+            result = dimension.to_sql_column(partner_alias, alias_counter)
+            if result is not None:
+                sql_dims.append((dimension, result))
+                alias_counter = result.alias_counter
+            else:
+                fallback_dims.append(dimension)
+
+        results = {}
+
+        if sql_dims:
+            results = self._disaggregation_sql(area_context, sql_dims, child_to_base, area_field, partner_alias)
+
+        if fallback_dims:
+            fallback_results = self._disaggregation_python(area_context, fallback_dims, child_to_base, area_field)
+            # Merge fallback results into main results
+            for area_id, dim_data in fallback_results.items():
+                results.setdefault(area_id, {}).update(dim_data)
+
+        return results
+
+    def _disaggregation_sql(self, area_context, sql_dims, child_to_base, area_field, partner_alias):
+        """Execute SQL-based disaggregation query.
+
+        Builds a single SQL query that:
+        1. Maps descendant areas to base-level areas via CTE
+        2. Optionally expands group membership to individuals (DISTINCT)
+        3. Computes all dimension values as SQL expressions
+        4. Unpivots dimensions via CROSS JOIN LATERAL VALUES
+        5. Groups by area + dimension + value
+        """
+        domain = list(area_context["domain"])
+
+        # Get matching registrant IDs (respects record rules via search())
         Partner = self.env["res.partner"]
-        registrants = Partner.search_read(domain, [area_field], order="id")
+        registrant_ids = Partner.search(domain, order="id").ids
+        if not registrant_ids:
+            return {}
+
+        # Build area_mapping CTE from child_to_base dict
+        area_mapping_values = SQL(", ").join(
+            SQL("(%s, %s)", child_id, base_id) for child_id, base_id in child_to_base.items()
+        )
+        area_mapping_cte = SQL(
+            "area_mapping(child_id, base_id) AS (VALUES %s)",
+            area_mapping_values,
+        )
+
+        # Collect all JOINs from dimension compilations
+        all_joins = []
+        for _dim, col_result in sql_dims:
+            all_joins.extend(col_result.joins)
+
+        # Build the dimension SELECT columns and VALUES entries
+        dim_select_parts = []
+        dim_values_entries = []
+        for dim, col_result in sql_dims:
+            col_alias = f"dim_{dim.name}"
+            dim_select_parts.append(SQL("%s AS %s", col_result.expression, SQL.identifier(col_alias)))
+            dim_values_entries.append(SQL("(%s, %s)", dim.name, SQL.identifier(col_alias)))
+
+        dim_select_sql = SQL(", ").join(dim_select_parts)
+        dim_values_sql = SQL(", ").join(dim_values_entries)
+
+        if self.member_expansion == "expand":
+            query = self._build_expand_query(
+                registrant_ids, area_mapping_cte, area_field, all_joins, dim_select_sql, dim_values_sql
+            )
+        else:
+            query = self._build_direct_query(
+                registrant_ids,
+                area_mapping_cte,
+                area_field,
+                all_joins,
+                dim_select_sql,
+                dim_values_sql,
+                partner_alias,
+            )
+
+        self.env.cr.execute(query)
+        rows = self.env.cr.fetchall()
+
+        # Parse results: (base_area_id, dim_name, dim_value, count)
+        results = {}
+        for base_area_id, dim_name, dim_value, cnt in rows:
+            area_disagg = results.setdefault(base_area_id, {})
+            dim_counts = area_disagg.setdefault(dim_name, {})
+            dim_counts[dim_value] = cnt
 
+        return results
+
+    def _build_expand_query(
+        self, registrant_ids, area_mapping_cte, area_field, all_joins, dim_select_sql, dim_values_sql
+    ):
+        """Build SQL query with member expansion (groups -> individuals)."""
+        area_field_col = SQL.identifier(area_field)
+
+        # Build JOINs string
+        joins_sql = SQL(" ").join(all_joins) if all_joins else SQL("")
+
+        return SQL(
+            """
+            WITH %s,
+            expanded AS (
+                SELECT DISTINCT ON (ind.id)
+                    am.base_id AS resolved_area_id,
+                    ind.id AS individual_id,
+                    %s
+                FROM res_partner grp
+                JOIN spp_group_membership gm ON gm.%s = grp.id AND NOT gm.is_ended
+                JOIN res_partner ind ON ind.id = gm.individual
+                %s
+                JOIN area_mapping am ON am.child_id = COALESCE(ind.%s, grp.%s)
+                WHERE grp.id IN %s
+                ORDER BY ind.id, grp.id
+            )
+            SELECT resolved_area_id, dim_name, dim_value, COUNT(*) AS cnt
+            FROM expanded
+            CROSS JOIN LATERAL (VALUES %s) AS dims(dim_name, dim_value)
+            GROUP BY resolved_area_id, dim_name, dim_value
+            """,
+            area_mapping_cte,
+            dim_select_sql,
+            SQL.identifier("group"),
+            joins_sql,
+            area_field_col,
+            area_field_col,
+            tuple(registrant_ids),
+            dim_values_sql,
+        )
+
+    def _build_direct_query(
+        self, registrant_ids, area_mapping_cte, area_field, all_joins, dim_select_sql, dim_values_sql, partner_alias
+    ):
+        """Build SQL query for direct registrant disaggregation (no expansion)."""
+        area_field_col = SQL.identifier(area_field)
+        alias_id = SQL.identifier(partner_alias)
+
+        # Build JOINs string
+        joins_sql = SQL(" ").join(all_joins) if all_joins else SQL("")
+
+        return SQL(
+            """
+            WITH %s,
+            registrants AS (
+                SELECT
+                    am.base_id AS resolved_area_id,
+                    %s.id AS registrant_id,
+                    %s
+                FROM res_partner %s
+                %s
+                JOIN area_mapping am ON am.child_id = %s.%s
+                WHERE %s.id IN %s
+            )
+            SELECT resolved_area_id, dim_name, dim_value, COUNT(*) AS cnt
+            FROM registrants
+            CROSS JOIN LATERAL (VALUES %s) AS dims(dim_name, dim_value)
+            GROUP BY resolved_area_id, dim_name, dim_value
+            """,
+            area_mapping_cte,
+            alias_id,
+            dim_select_sql,
+            alias_id,
+            joins_sql,
+            alias_id,
+            area_field_col,
+            alias_id,
+            tuple(registrant_ids),
+            dim_values_sql,
+        )
+
+    def _disaggregation_python(self, area_context, fallback_dims, child_to_base, area_field):
+        """Python fallback for dimensions that couldn't compile to SQL.
+
+        Uses the existing ORM-based evaluation path via the dimension cache.
+        When member_expansion is "expand", fetches individual members first.
+        """
+        domain = list(area_context["domain"])
+        base_areas = area_context["base_areas"]
+
+        Partner = self.env["res.partner"]
+        registrants = Partner.search_read(domain, [area_field], order="id")
         if not registrants:
             return {}
 
-        # Group registrant IDs by base-level area
+        if self.member_expansion == "expand":
+            return self._disaggregation_python_expanded(registrants, fallback_dims, child_to_base, area_field)
+
+        # Direct mode: evaluate on the matching registrants
         area_registrant_ids = {}
         all_registrant_ids = []
         for reg in registrants:
@@ -648,20 +857,18 @@ def _compute_disaggregation(self, area_context):
         if not all_registrant_ids:
             return {}
 
-        # Evaluate all dimensions via the cache service
         cache_service = self.env["spp.metrics.dimension.cache"]
         dim_evaluations = {}
-        for dimension in self.dimension_ids:
+        for dimension in fallback_dims:
             dim_evaluations[dimension.name] = cache_service.evaluate_dimension_batch(dimension, all_registrant_ids)
 
-        # Aggregate counts per (area, dimension, value)
         results = {}
         for area_id in base_areas.ids:
             reg_ids = area_registrant_ids.get(area_id, [])
             if not reg_ids:
                 continue
             area_disagg = {}
-            for dimension in self.dimension_ids:
+            for dimension in fallback_dims:
                 evals = dim_evaluations[dimension.name]
                 value_counts = {}
                 for rid in reg_ids:
@@ -672,6 +879,72 @@ def _compute_disaggregation(self, area_context):
 
         return results
 
+    def _disaggregation_python_expanded(self, group_registrants, fallback_dims, child_to_base, area_field):
+        """Python fallback with member expansion for group-filtered reports."""
+        group_ids = [r["id"] for r in group_registrants]
+        if not group_ids:
+            return {}
+
+        # Build group area mapping
+        group_area = {}
+        for reg in group_registrants:
+            area_val = reg[area_field]
+            if area_val:
+                area_id = area_val[0] if isinstance(area_val, (list, tuple)) else area_val
+                group_area[reg["id"]] = area_id
+
+        # Find individual members of these groups
+        Membership = self.env["spp.group.membership"]
+        memberships = Membership.search_read(
+            [("group", "in", group_ids), ("is_ended", "=", False)],
+            ["individual", "group"],
+        )
+
+        if not memberships:
+            return {}
+
+        # Build individual -> base_area mapping, inheriting from group
+        seen_individuals = set()
+        individual_area = {}
+        all_individual_ids = []
+
+        for mem in memberships:
+            ind_id = mem["individual"][0] if isinstance(mem["individual"], (list, tuple)) else mem["individual"]
+            if ind_id in seen_individuals:
+                continue
+            seen_individuals.add(ind_id)
+            all_individual_ids.append(ind_id)
+
+            grp_id = mem["group"][0] if isinstance(mem["group"], (list, tuple)) else mem["group"]
+            # Individual's area or inherited from group
+            grp_area_id = group_area.get(grp_id)
+            if grp_area_id:
+                base_id = child_to_base.get(grp_area_id)
+                if base_id:
+                    individual_area[ind_id] = base_id
+
+        if not all_individual_ids:
+            return {}
+
+        cache_service = self.env["spp.metrics.dimension.cache"]
+        dim_evaluations = {}
+        for dimension in fallback_dims:
+            dim_evaluations[dimension.name] = cache_service.evaluate_dimension_batch(dimension, all_individual_ids)
+
+        results = {}
+        for ind_id in all_individual_ids:
+            base_id = individual_area.get(ind_id)
+            if base_id is None:
+                continue
+            area_disagg = results.setdefault(base_id, {})
+            for dimension in fallback_dims:
+                evals = dim_evaluations[dimension.name]
+                value = evals.get(ind_id, dimension.default_value or "unknown")
+                dim_counts = area_disagg.setdefault(dimension.name, {})
+                dim_counts[value] = dim_counts.get(value, 0) + 1
+
+        return results
+
     def _build_filter_domain(self):
         """Build the complete filter domain including context filters.
 
diff --git a/spp_gis_report/tests/test_disaggregation.py b/spp_gis_report/tests/test_disaggregation.py
index 54e36825..faf53d93 100644
--- a/spp_gis_report/tests/test_disaggregation.py
+++ b/spp_gis_report/tests/test_disaggregation.py
@@ -284,3 +284,169 @@ def test_geojson_no_disagg_metadata_without_flag(self):
 
         metadata = geojson["metadata"]
         self.assertNotIn("disaggregation", metadata)
+
+    # =========================================================================
+    # Member Expansion Tests
+    # =========================================================================
+
+    def test_member_expansion_with_gender(self):
+        """Test member_expansion='expand' drills into group members."""
+        # Create individual members of the group with gender
+        gender_male = self.env["spp.vocabulary.code"].search([("code", "=", "1")], limit=1)
+        gender_female = self.env["spp.vocabulary.code"].search([("code", "=", "2")], limit=1)
+
+        # Only run if gender codes exist
+        if not gender_male or not gender_female:
+            return
+
+        member1 = self.env["res.partner"].create(
+            {
+                "name": "Member Male",
+                "is_registrant": True,
+                "is_group": False,
+            }
+        )
+        member1.gender_id = gender_male.id
+
+        member2 = self.env["res.partner"].create(
+            {
+                "name": "Member Female",
+                "is_registrant": True,
+                "is_group": False,
+            }
+        )
+        member2.gender_id = gender_female.id
+
+        # Add members to group
+        self.env["spp.group.membership"].create({"group": self.registrant_group.id, "individual": member1.id})
+        self.env["spp.group.membership"].create({"group": self.registrant_group.id, "individual": member2.id})
+
+        # Create report with member expansion filtering groups
+        report = self.create_test_report(
+            name="Expand Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            member_expansion="expand",
+            filter_domain="[('is_registrant', '=', True), ('is_group', '=', True)]",
+            filter_mode="domain",
+        )
+
+        area_context = report._prepare_area_context()
+        result = report._compute_disaggregation(area_context)
+
+        # Should have results for district_1 (the group's area)
+        self.assertIn(self.area_district_1.id, result)
+        gender_data = result[self.area_district_1.id]["gender"]
+        # Should have counted individuals, not the group
+        total = sum(gender_data.values())
+        self.assertEqual(total, 2)  # 2 members
+
+    def test_member_expansion_area_inheritance(self):
+        """Test individuals inherit area from their group when they lack one."""
+        member = self.env["res.partner"].create(
+            {
+                "name": "No Area Member",
+                "is_registrant": True,
+                "is_group": False,
+                # No area_id set
+            }
+        )
+
+        self.env["spp.group.membership"].create({"group": self.registrant_group.id, "individual": member.id})
+
+        report = self.create_test_report(
+            name="Area Inherit Test",
+            dimension_ids=[(6, 0, [self.age_dimension.id])],
+            member_expansion="expand",
+            filter_domain="[('is_registrant', '=', True), ('is_group', '=', True)]",
+            filter_mode="domain",
+        )
+
+        area_context = report._prepare_area_context()
+        result = report._compute_disaggregation(area_context)
+
+        # The member should appear under district_1 (inherited from group)
+        self.assertIn(self.area_district_1.id, result)
+
+    def test_member_expansion_distinct_dedup(self):
+        """Test individuals in multiple groups are counted once (DISTINCT)."""
+        # Create a second group in district_1
+        group2 = self.env["res.partner"].create(
+            {
+                "name": "Test Group 2",
+                "is_registrant": True,
+                "is_group": True,
+                "area_id": self.area_district_1.id,
+            }
+        )
+
+        shared_member = self.env["res.partner"].create(
+            {
+                "name": "Shared Member",
+                "is_registrant": True,
+                "is_group": False,
+            }
+        )
+
+        # Add to both groups
+        self.env["spp.group.membership"].create({"group": self.registrant_group.id, "individual": shared_member.id})
+        self.env["spp.group.membership"].create({"group": group2.id, "individual": shared_member.id})
+
+        report = self.create_test_report(
+            name="Dedup Test",
+            dimension_ids=[(6, 0, [self.age_dimension.id])],
+            member_expansion="expand",
+            filter_domain="[('is_registrant', '=', True), ('is_group', '=', True)]",
+            filter_mode="domain",
+        )
+
+        area_context = report._prepare_area_context()
+        result = report._compute_disaggregation(area_context)
+
+        # Count the total across all dimension values for district_1
+        if self.area_district_1.id in result:
+            age_data = result[self.area_district_1.id].get("age_group", {})
+            total = sum(age_data.values())
+            # shared_member should only be counted once
+            self.assertGreaterEqual(total, 1)
+            # Verify shared_member not counted twice (sum should not be more than unique individuals)
+
+    def test_backward_compat_no_expansion(self):
+        """Test member_expansion='none' produces same output format as before."""
+        report = self.create_test_report(
+            name="Backward Compat Test",
+            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            member_expansion="none",
+        )
+        area_context = report._prepare_area_context()
+        result = report._compute_disaggregation(area_context)
+
+        # Should still produce {area_id: {dim_name: {value: count}}}
+        self.assertIsInstance(result, dict)
+        for _area_id, disagg in result.items():
+            self.assertIn("gender", disagg)
+            for value, count in disagg["gender"].items():
+                self.assertIsInstance(value, str)
+                self.assertIsInstance(count, int)
+
+    def test_member_expansion_constrains(self):
+        """Test member_expansion='expand' rejected for non-partner models."""
+        area_model = self.env["ir.model"].search([("model", "=", "spp.area")], limit=1)
+        if not area_model:
+            return
+
+        from odoo.exceptions import ValidationError
+
+        with self.assertRaises(ValidationError):
+            self.env["spp.gis.report"].create(
+                {
+                    "name": "Bad Expand Report",
+                    "code": "bad_expand_test",
+                    "category_id": self.category.id,
+                    "source_model_id": area_model.id,
+                    "area_field_path": "parent_id",
+                    "aggregation_method": "count",
+                    "normalization_method": "raw",
+                    "base_area_level": 2,
+                    "member_expansion": "expand",
+                }
+            )
diff --git a/spp_gis_report/views/gis_report_views.xml b/spp_gis_report/views/gis_report_views.xml
index 8e6cc7ee..59145bc5 100644
--- a/spp_gis_report/views/gis_report_views.xml
+++ b/spp_gis_report/views/gis_report_views.xml
@@ -331,6 +331,7 @@ Part of OpenSPP. See LICENSE file for full copyright and licensing details.
                                         widget="many2many_tags"
                                         string="Dimensions"
                                     />
+                                    <field name="member_expansion" />
                                 </group>
                                 <group name="disaggregation_tags_group">
                                     <field
diff --git a/spp_metrics_services/models/demographic_dimension.py b/spp_metrics_services/models/demographic_dimension.py
index af55576d..af0dfebd 100644
--- a/spp_metrics_services/models/demographic_dimension.py
+++ b/spp_metrics_services/models/demographic_dimension.py
@@ -1,7 +1,8 @@
 # Part of OpenSPP. See LICENSE file for full copyright and licensing details.
 import json
 import logging
-from dataclasses import dataclass, field as dataclass_field
+from dataclasses import dataclass
+from dataclasses import field as dataclass_field
 
 from odoo import _, api, fields, models
 from odoo.exceptions import ValidationError
@@ -338,10 +339,42 @@ def to_sql_column(self, alias="ind", alias_counter=0):
         default = self.default_value or "unknown"
 
         if self.dimension_type == "field":
-            return self._to_sql_column_field(alias, alias_counter, default)
+            result = self._to_sql_column_field(alias, alias_counter, default)
         elif self.dimension_type == "expression":
-            return self._to_sql_column_expression(alias, alias_counter, default)
-        return None
+            result = self._to_sql_column_expression(alias, alias_counter, default)
+        else:
+            return None
+
+        if result is None:
+            return None
+
+        # Wrap with applies_to filter: return default for non-matching registrants
+        if self.applies_to == "individuals":
+            result = SQLColumnResult(
+                expression=SQL(
+                    "CASE WHEN %s.%s = FALSE THEN %s ELSE %s END",
+                    SQL.identifier(alias),
+                    SQL.identifier("is_group"),
+                    result.expression,
+                    SQL("%s", default),
+                ),
+                joins=result.joins,
+                alias_counter=result.alias_counter,
+            )
+        elif self.applies_to == "groups":
+            result = SQLColumnResult(
+                expression=SQL(
+                    "CASE WHEN %s.%s = TRUE THEN %s ELSE %s END",
+                    SQL.identifier(alias),
+                    SQL.identifier("is_group"),
+                    result.expression,
+                    SQL("%s", default),
+                ),
+                joins=result.joins,
+                alias_counter=result.alias_counter,
+            )
+
+        return result
 
     def _to_sql_column_field(self, alias, alias_counter, default):
         """Generate SQL for a field-based dimension."""

From 67d4882a71bc871eaaa42cf5f4a9b2599c421f7e Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 17:02:04 +0700
Subject: [PATCH 48/70] feat(spp_mis_demo_v2): enable member expansion on
 group-filtered GIS reports

Set member_expansion="expand" on Beneficiary Distribution and Density
reports so gender disaggregation looks at individual members within groups.
---
 spp_mis_demo_v2/data/demo_gis_reports.xml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/spp_mis_demo_v2/data/demo_gis_reports.xml b/spp_mis_demo_v2/data/demo_gis_reports.xml
index bcfad145..3e3e507c 100644
--- a/spp_mis_demo_v2/data/demo_gis_reports.xml
+++ b/spp_mis_demo_v2/data/demo_gis_reports.xml
@@ -35,6 +35,7 @@
             name="dimension_ids"
             eval="[Command.link(ref('spp_metrics_services.dimension_gender'))]"
         />
+        <field name="member_expansion">expand</field>
         <field name="refresh_mode">scheduled</field>
         <field name="refresh_interval">daily</field>
     </record>
@@ -67,6 +68,7 @@
             name="dimension_ids"
             eval="[Command.link(ref('spp_metrics_services.dimension_gender'))]"
         />
+        <field name="member_expansion">expand</field>
         <field name="refresh_mode">scheduled</field>
         <field name="refresh_interval">daily</field>
     </record>

From 492166c80def7597b4e6c2e5834d6d3bfb048bde Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 17:22:45 +0700
Subject: [PATCH 49/70] fix: address expert review feedback for SQL
 disaggregation

- Use SQL.identifier() for 'individual' and 'is_ended' columns (security)
- Replace (6,0,[]) tuples with Command.set() in tests (Odoo 19 compat)
- Add invisible condition on member_expansion for non-partner models (UX)
- Narrow broad except Exception to specific types in to_sql_case (quality)
- Replace early return with self.skipTest() in tests (test hygiene)
- Strengthen dedup assertion to assertEqual(total, 1) (test precision)
---
 spp_cel_domain/models/cel_translator.py     |  4 +--
 spp_gis_report/models/gis_report.py         |  6 ++--
 spp_gis_report/tests/test_disaggregation.py | 38 ++++++++++-----------
 spp_gis_report/views/gis_report_views.xml   |  5 ++-
 4 files changed, 29 insertions(+), 24 deletions(-)

diff --git a/spp_cel_domain/models/cel_translator.py b/spp_cel_domain/models/cel_translator.py
index 25d50c26..e55db291 100644
--- a/spp_cel_domain/models/cel_translator.py
+++ b/spp_cel_domain/models/cel_translator.py
@@ -1419,8 +1419,8 @@ def to_sql_case(self, expression: str, model: str, alias: str, cfg: dict[str, An
             return self._ast_to_sql_expr(ast, model, alias, cfg or {}, {})
         except (NotImplementedError, CELValidationError):
             return None
-        except Exception as e:
-            _logger.debug("CEL to SQL compilation failed for '%s': %s", expression[:80], e)
+        except (SyntaxError, ValueError, KeyError, AttributeError) as e:
+            _logger.warning("CEL to SQL compilation failed for '%s': %s", expression[:80], e)
             return None
 
     def _ast_to_sql_expr(  # noqa: C901
diff --git a/spp_gis_report/models/gis_report.py b/spp_gis_report/models/gis_report.py
index 8d7475ce..5bb5d8a0 100644
--- a/spp_gis_report/models/gis_report.py
+++ b/spp_gis_report/models/gis_report.py
@@ -761,8 +761,8 @@ def _build_expand_query(
                     ind.id AS individual_id,
                     %s
                 FROM res_partner grp
-                JOIN spp_group_membership gm ON gm.%s = grp.id AND NOT gm.is_ended
-                JOIN res_partner ind ON ind.id = gm.individual
+                JOIN spp_group_membership gm ON gm.%s = grp.id AND NOT gm.%s
+                JOIN res_partner ind ON ind.id = gm.%s
                 %s
                 JOIN area_mapping am ON am.child_id = COALESCE(ind.%s, grp.%s)
                 WHERE grp.id IN %s
@@ -776,6 +776,8 @@ def _build_expand_query(
             area_mapping_cte,
             dim_select_sql,
             SQL.identifier("group"),
+            SQL.identifier("is_ended"),
+            SQL.identifier("individual"),
             joins_sql,
             area_field_col,
             area_field_col,
diff --git a/spp_gis_report/tests/test_disaggregation.py b/spp_gis_report/tests/test_disaggregation.py
index faf53d93..1d6ed27f 100644
--- a/spp_gis_report/tests/test_disaggregation.py
+++ b/spp_gis_report/tests/test_disaggregation.py
@@ -2,6 +2,7 @@
 
 import logging
 
+from odoo.fields import Command
 from odoo.tests import tagged
 
 from .common import GISReportTestBase
@@ -85,7 +86,7 @@ def test_disaggregation_non_partner_model_returns_empty(self):
                 "aggregation_method": "count",
                 "normalization_method": "raw",
                 "base_area_level": 2,
-                "dimension_ids": [(6, 0, [self.gender_dimension.id])],
+                "dimension_ids": [Command.set([self.gender_dimension.id])],
             }
         )
         area_context = report._prepare_area_context()
@@ -96,7 +97,7 @@ def test_disaggregation_with_gender_dimension(self):
         """Test _compute_disaggregation with gender dimension returns per-area counts."""
         report = self.create_test_report(
             name="Gender Disagg Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id])],
         )
         area_context = report._prepare_area_context()
         result = report._compute_disaggregation(area_context)
@@ -117,7 +118,7 @@ def test_disaggregation_with_multiple_dimensions(self):
         """Test _compute_disaggregation with multiple dimensions."""
         report = self.create_test_report(
             name="Multi Dim Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id, self.age_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id, self.age_dimension.id])],
         )
         area_context = report._prepare_area_context()
         result = report._compute_disaggregation(area_context)
@@ -131,7 +132,7 @@ def test_disaggregation_applies_to_filtering(self):
         """Test _compute_disaggregation respects applies_to on dimensions."""
         report = self.create_test_report(
             name="Applies To Test",
-            dimension_ids=[(6, 0, [self.individual_dimension.id])],
+            dimension_ids=[Command.set([self.individual_dimension.id])],
         )
         area_context = report._prepare_area_context()
         result = report._compute_disaggregation(area_context)
@@ -148,7 +149,7 @@ def test_disaggregation_none_area_context_returns_empty(self):
         """Test _compute_disaggregation returns empty dict when area_context is None."""
         report = self.create_test_report(
             name="None Context Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id])],
         )
         result = report._compute_disaggregation(None)
         self.assertEqual(result, {})
@@ -161,7 +162,7 @@ def test_refresh_data_stores_disaggregation(self):
         """Test _refresh_data populates disaggregation field on data records."""
         report = self.create_test_report(
             name="Refresh Disagg Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id])],
         )
         report._refresh_data()
 
@@ -188,7 +189,7 @@ def test_geojson_flat_disagg_properties(self):
         """Test GeoJSON output includes flat disagg_* properties when requested."""
         report = self.create_test_report(
             name="GeoJSON Disagg Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id])],
         )
         # Create data with known disaggregation
         self.create_test_data(
@@ -218,7 +219,7 @@ def test_geojson_no_disagg_without_flag(self):
         """Test GeoJSON without include_disaggregation has no disagg_* properties."""
         report = self.create_test_report(
             name="GeoJSON No Disagg Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id])],
         )
         self.create_test_data(
             report,
@@ -243,7 +244,7 @@ def test_geojson_disagg_metadata(self):
         """Test GeoJSON metadata includes disaggregation dimension info with labels."""
         report = self.create_test_report(
             name="GeoJSON Metadata Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id])],
         )
         self.create_test_data(
             report,
@@ -273,7 +274,7 @@ def test_geojson_no_disagg_metadata_without_flag(self):
         """Test GeoJSON metadata excludes disaggregation when not requested."""
         report = self.create_test_report(
             name="GeoJSON No Meta Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id])],
         )
         self.create_test_data(report, self.area_district_1, raw_value=100)
 
@@ -297,7 +298,7 @@ def test_member_expansion_with_gender(self):
 
         # Only run if gender codes exist
         if not gender_male or not gender_female:
-            return
+            self.skipTest("Gender vocabulary codes not available")
 
         member1 = self.env["res.partner"].create(
             {
@@ -324,7 +325,7 @@ def test_member_expansion_with_gender(self):
         # Create report with member expansion filtering groups
         report = self.create_test_report(
             name="Expand Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id])],
             member_expansion="expand",
             filter_domain="[('is_registrant', '=', True), ('is_group', '=', True)]",
             filter_mode="domain",
@@ -355,7 +356,7 @@ def test_member_expansion_area_inheritance(self):
 
         report = self.create_test_report(
             name="Area Inherit Test",
-            dimension_ids=[(6, 0, [self.age_dimension.id])],
+            dimension_ids=[Command.set([self.age_dimension.id])],
             member_expansion="expand",
             filter_domain="[('is_registrant', '=', True), ('is_group', '=', True)]",
             filter_mode="domain",
@@ -393,7 +394,7 @@ def test_member_expansion_distinct_dedup(self):
 
         report = self.create_test_report(
             name="Dedup Test",
-            dimension_ids=[(6, 0, [self.age_dimension.id])],
+            dimension_ids=[Command.set([self.age_dimension.id])],
             member_expansion="expand",
             filter_domain="[('is_registrant', '=', True), ('is_group', '=', True)]",
             filter_mode="domain",
@@ -406,15 +407,14 @@ def test_member_expansion_distinct_dedup(self):
         if self.area_district_1.id in result:
             age_data = result[self.area_district_1.id].get("age_group", {})
             total = sum(age_data.values())
-            # shared_member should only be counted once
-            self.assertGreaterEqual(total, 1)
-            # Verify shared_member not counted twice (sum should not be more than unique individuals)
+            # shared_member should only be counted once (not doubled across groups)
+            self.assertEqual(total, 1)
 
     def test_backward_compat_no_expansion(self):
         """Test member_expansion='none' produces same output format as before."""
         report = self.create_test_report(
             name="Backward Compat Test",
-            dimension_ids=[(6, 0, [self.gender_dimension.id])],
+            dimension_ids=[Command.set([self.gender_dimension.id])],
             member_expansion="none",
         )
         area_context = report._prepare_area_context()
@@ -432,7 +432,7 @@ def test_member_expansion_constrains(self):
         """Test member_expansion='expand' rejected for non-partner models."""
         area_model = self.env["ir.model"].search([("model", "=", "spp.area")], limit=1)
         if not area_model:
-            return
+            self.skipTest("spp.area model not available")
 
         from odoo.exceptions import ValidationError
 
diff --git a/spp_gis_report/views/gis_report_views.xml b/spp_gis_report/views/gis_report_views.xml
index 59145bc5..6ead4ccd 100644
--- a/spp_gis_report/views/gis_report_views.xml
+++ b/spp_gis_report/views/gis_report_views.xml
@@ -331,7 +331,10 @@ Part of OpenSPP. See LICENSE file for full copyright and licensing details.
                                         widget="many2many_tags"
                                         string="Dimensions"
                                     />
-                                    <field name="member_expansion" />
+                                    <field
+                                        name="member_expansion"
+                                        invisible="source_model != 'res.partner'"
+                                    />
                                 </group>
                                 <group name="disaggregation_tags_group">
                                     <field

From f76e65bc839112ca06bddde7d905d81497f3009b Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 19:27:46 +0700
Subject: [PATCH 50/70] feat(spp_metrics_services): auto-expand groups to
 members in BreakdownService

When any dimension has applies_to="individuals", BreakdownService now
automatically expands group IDs to their individual members via active
spp.group.membership records. Results are deduplicated so individuals
in multiple groups are counted once. This fixes OGC API spatial queries
returning "unknown" for individual-level dimensions like gender/age_group
when the source data contains group (household) records.
---
 .../models/breakdown_service.py               |  41 ++++++
 spp_metrics_services/tests/__init__.py        |   1 +
 .../tests/test_breakdown_expansion.py         | 129 ++++++++++++++++++
 3 files changed, 171 insertions(+)
 create mode 100644 spp_metrics_services/tests/test_breakdown_expansion.py

diff --git a/spp_metrics_services/models/breakdown_service.py b/spp_metrics_services/models/breakdown_service.py
index 5f9b978e..82073159 100644
--- a/spp_metrics_services/models/breakdown_service.py
+++ b/spp_metrics_services/models/breakdown_service.py
@@ -56,6 +56,14 @@ def compute_breakdown(self, registrant_ids, group_by, statistics=None, context=N
         if not dimensions:
             return {}
 
+        # Auto-expand groups to members when any dimension applies to individuals only
+        needs_expansion = any(d.applies_to == "individuals" for d in dimensions)
+        if needs_expansion:
+            registrant_ids = self._expand_groups_to_members(registrant_ids)
+
+        if not registrant_ids:
+            return {}
+
         # Get cache service
         cache_service = self.env["spp.metrics.dimension.cache"]
 
@@ -95,3 +103,36 @@ def compute_breakdown(self, registrant_ids, group_by, statistics=None, context=N
         # TODO: Add per-cell statistics if needed
 
         return breakdown
+
+    @api.model
+    def _expand_groups_to_members(self, registrant_ids):
+        """
+        Expand group IDs to their individual member IDs.
+
+        Groups are replaced by their active members. Individual IDs pass through.
+        The result is deduplicated.
+
+        :param registrant_ids: List of partner IDs (groups and/or individuals)
+        :returns: Deduplicated list of individual partner IDs
+        :rtype: list
+        """
+        Partner = self.env["res.partner"].sudo()  # nosemgrep: odoo-sudo-without-context
+        records = Partner.browse(registrant_ids).exists()
+
+        group_ids = records.filtered("is_group").ids
+        individual_ids = set(records.filtered(lambda r: not r.is_group).ids)
+
+        if not group_ids:
+            return list(individual_ids)
+
+        # Expand groups via active memberships
+        Membership = self.env["spp.group.membership"].sudo()  # nosemgrep: odoo-sudo-without-context
+        memberships = Membership.search([
+            ("group", "in", group_ids),
+            ("is_ended", "=", False),
+        ])
+
+        for membership in memberships:
+            individual_ids.add(membership.individual.id)
+
+        return list(individual_ids)
diff --git a/spp_metrics_services/tests/__init__.py b/spp_metrics_services/tests/__init__.py
index 5b4d1abe..ba8bf44a 100644
--- a/spp_metrics_services/tests/__init__.py
+++ b/spp_metrics_services/tests/__init__.py
@@ -4,3 +4,4 @@
 from . import test_dimension_cache
 from . import test_coverage
 from . import test_sql_column
+from . import test_breakdown_expansion
diff --git a/spp_metrics_services/tests/test_breakdown_expansion.py b/spp_metrics_services/tests/test_breakdown_expansion.py
new file mode 100644
index 00000000..c7193807
--- /dev/null
+++ b/spp_metrics_services/tests/test_breakdown_expansion.py
@@ -0,0 +1,129 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Tests for BreakdownService group-to-member expansion."""
+
+from odoo.tests import TransactionCase, tagged
+
+
+@tagged("post_install", "-at_install")
+class TestBreakdownExpansion(TransactionCase):
+    """Test that BreakdownService expands groups to members for individual-level dimensions."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+
+        cls.breakdown = cls.env["spp.metrics.breakdown"]
+        cls.dim_model = cls.env["spp.demographic.dimension"]
+
+        # Create a dimension that applies to individuals only
+        cls.gender_dim = cls.dim_model.search([("name", "=", "gender")], limit=1)
+        if not cls.gender_dim:
+            cls.gender_dim = cls.dim_model.create(
+                {
+                    "name": "gender",
+                    "label": "Gender",
+                    "dimension_type": "field",
+                    "field_path": "gender_id.code",
+                    "applies_to": "individuals",
+                    "default_value": "unknown",
+                }
+            )
+        else:
+            # Ensure applies_to is set for this test
+            cls.gender_dim.applies_to = "individuals"
+
+        # Create a dimension that applies to all
+        cls.type_dim = cls.dim_model.search([("name", "=", "registrant_type")], limit=1)
+        if not cls.type_dim:
+            cls.type_dim = cls.dim_model.create(
+                {
+                    "name": "registrant_type",
+                    "label": "Registrant Type",
+                    "dimension_type": "field",
+                    "field_path": "is_group",
+                    "applies_to": "all",
+                    "default_value": "unknown",
+                }
+            )
+
+        # Create a group with two individual members
+        cls.group = cls.env["res.partner"].create(
+            {
+                "name": "Expansion Test Group",
+                "is_registrant": True,
+                "is_group": True,
+            }
+        )
+
+        cls.member1 = cls.env["res.partner"].create(
+            {
+                "name": "Member 1",
+                "is_registrant": True,
+                "is_group": False,
+            }
+        )
+        cls.member2 = cls.env["res.partner"].create(
+            {
+                "name": "Member 2",
+                "is_registrant": True,
+                "is_group": False,
+            }
+        )
+
+        # Create memberships
+        cls.env["spp.group.membership"].create({"group": cls.group.id, "individual": cls.member1.id})
+        cls.env["spp.group.membership"].create({"group": cls.group.id, "individual": cls.member2.id})
+
+    def test_expansion_with_individual_dimension(self):
+        """Passing group IDs with individual-level dimensions expands to members."""
+        result = self.breakdown.compute_breakdown([self.group.id], ["gender"])
+
+        # Should have breakdown entries (from the 2 members, not the 1 group)
+        total = sum(cell["count"] for cell in result.values())
+        self.assertEqual(total, 2, "Should count 2 individual members, not 1 group")
+
+    def test_no_expansion_with_all_dimension(self):
+        """Passing group IDs with applies_to='all' dimensions does NOT expand."""
+        result = self.breakdown.compute_breakdown([self.group.id], ["registrant_type"])
+
+        total = sum(cell["count"] for cell in result.values())
+        self.assertEqual(total, 1, "Should count 1 group record without expansion")
+
+    def test_mixed_group_and_individual_ids(self):
+        """Mixed group + individual IDs: groups expand, individuals pass through."""
+        result = self.breakdown.compute_breakdown(
+            [self.group.id, self.member1.id],
+            ["gender"],
+        )
+
+        # group expands to member1 + member2, plus member1 directly = 3 IDs
+        # but member1 appears twice, so after dedup = 2 unique individuals
+        total = sum(cell["count"] for cell in result.values())
+        self.assertEqual(total, 2, "Duplicates from expansion should be deduplicated")
+
+    def test_empty_group_no_phantom_entries(self):
+        """Group with no active members produces no entries."""
+        empty_group = self.env["res.partner"].create(
+            {
+                "name": "Empty Group",
+                "is_registrant": True,
+                "is_group": True,
+            }
+        )
+        result = self.breakdown.compute_breakdown([empty_group.id], ["gender"])
+        total = sum(cell["count"] for cell in result.values())
+        self.assertEqual(total, 0, "Empty group should produce no breakdown entries")
+
+    def test_existing_tests_unaffected(self):
+        """Empty group_by still returns empty dict."""
+        result = self.breakdown.compute_breakdown([self.group.id], [])
+        self.assertEqual(result, {})
+
+    def test_individual_ids_with_individual_dimension(self):
+        """Passing individual IDs with individual-level dimensions works without expansion."""
+        result = self.breakdown.compute_breakdown(
+            [self.member1.id, self.member2.id],
+            ["gender"],
+        )
+        total = sum(cell["count"] for cell in result.values())
+        self.assertEqual(total, 2, "Individual IDs should pass through without expansion")

From 70616d100f38c4e8249dd6ceea74e5b458dd169f Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 19:57:53 +0700
Subject: [PATCH 51/70] fix(spp_metrics_services): correct gender and age_group
 dimension config

Gender dimension:
- Set applies_to="individuals" so BreakdownService expands groups to
  members (was "all", causing all-unknown results for group queries)
- Set field_path="gender_id.code" for correct SQL path resolution

Age group dimension:
- Split into 5 UNICEF/WHO-aligned buckets: under_5, child (5-14),
  adolescent (15-17), adult (18-59), elderly (60+)
- Was only 3 coarse buckets: child (0-17), adult (18-59), elderly (60+)
---
 .../data/demographic_dimensions.xml                | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/spp_metrics_services/data/demographic_dimensions.xml b/spp_metrics_services/data/demographic_dimensions.xml
index 862bb3f5..18191d92 100644
--- a/spp_metrics_services/data/demographic_dimensions.xml
+++ b/spp_metrics_services/data/demographic_dimensions.xml
@@ -7,8 +7,8 @@
         <field name="description">Gender identity from ISO 5218 vocabulary</field>
         <field name="sequence">10</field>
         <field name="dimension_type">field</field>
-        <field name="field_path">gender_id</field>
-        <field name="applies_to">all</field>
+        <field name="field_path">gender_id.code</field>
+        <field name="applies_to">individuals</field>
         <field
             name="value_labels_json"
         >{"0": "Not Known", "1": "Male", "2": "Female", "9": "Not Applicable"}</field>
@@ -56,23 +56,25 @@
         >{"true": "Group/Household", "false": "Individual"}</field>
     </record>
 
-    <!-- Age Group Dimension (example using CEL expression) -->
+    <!-- Age Group Dimension (UNICEF/WHO-aligned buckets) -->
     <record id="dimension_age_group" model="spp.demographic.dimension">
         <field name="name">age_group</field>
         <field name="label">Age Group</field>
-        <field name="description">Age group based on birth date</field>
+        <field name="description">Age group based on birth date (UNICEF/WHO-aligned)</field>
         <field name="sequence">50</field>
         <field name="dimension_type">expression</field>
         <field
             name="cel_expression"
         ><![CDATA[
             r.birthdate == null ? "unknown" :
-            age_years(r.birthdate) < 18 ? "child" :
+            age_years(r.birthdate) < 5 ? "under_5" :
+            age_years(r.birthdate) < 15 ? "child" :
+            age_years(r.birthdate) < 18 ? "adolescent" :
             age_years(r.birthdate) < 60 ? "adult" : "elderly"
         ]]></field>
         <field name="applies_to">individuals</field>
         <field
             name="value_labels_json"
-        >{"child": "Child (0-17)", "adult": "Adult (18-59)", "elderly": "Elderly (60+)", "unknown": "Unknown"}</field>
+        >{"under_5": "Under 5", "child": "Child (5-14)", "adolescent": "Adolescent (15-17)", "adult": "Adult (18-59)", "elderly": "Elderly (60+)", "unknown": "Unknown"}</field>
     </record>
 </odoo>

From 9ddf27d5e5d77a0a379f246a5fc9a89d1af5b766 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 20:13:21 +0700
Subject: [PATCH 52/70] fix(spp_mis_demo_v2): replace broken disabled_members
 stat with pwd_members

The disabled_members variable used `m.disabled != null` which checks
Odoo's built-in user account disabled field, not OpenSPP's disability_id.
Renamed to pwd_members and fixed filter to `m.disability_id != null`.
---
 spp_api_v2_gis/tests/test_statistics_endpoint.py | 10 +++++-----
 spp_mis_demo_v2/data/demo_statistics.xml         | 16 ++++++++--------
 spp_mis_demo_v2/tests/test_demo_statistics.py    |  4 ++--
 3 files changed, 15 insertions(+), 15 deletions(-)

diff --git a/spp_api_v2_gis/tests/test_statistics_endpoint.py b/spp_api_v2_gis/tests/test_statistics_endpoint.py
index f3c4b819..0eef86df 100644
--- a/spp_api_v2_gis/tests/test_statistics_endpoint.py
+++ b/spp_api_v2_gis/tests/test_statistics_endpoint.py
@@ -64,9 +64,9 @@ def setUpClass(cls):
 
         cls.gis_stat_2 = cls.env["spp.statistic"].create(
             {
-                "name": "disabled_members_disc",
-                "label": "Disabled Members",
-                "description": "Count of members with disability",
+                "name": "pwd_members_disc",
+                "label": "Members with Disability",
+                "description": "Count of members with a recorded disability",
                 "variable_id": cls.cel_variable.id,
                 "format": "count",
                 "unit": "people",
@@ -100,9 +100,9 @@ def test_get_published_by_category_returns_gis_stats(self):
         demo_names = [s.name for s in by_category["demographics"]]
         self.assertIn("total_households_disc", demo_names)
 
-        # Vulnerability should contain disabled_members
+        # Vulnerability should contain pwd_members
         vuln_names = [s.name for s in by_category["vulnerability"]]
-        self.assertIn("disabled_members_disc", vuln_names)
+        self.assertIn("pwd_members_disc", vuln_names)
 
     def test_non_gis_stats_excluded(self):
         """Test that non-GIS statistics are excluded."""
diff --git a/spp_mis_demo_v2/data/demo_statistics.xml b/spp_mis_demo_v2/data/demo_statistics.xml
index a59c977a..48cfb67d 100644
--- a/spp_mis_demo_v2/data/demo_statistics.xml
+++ b/spp_mis_demo_v2/data/demo_statistics.xml
@@ -61,14 +61,14 @@
         <field name="sequence">40</field>
     </record>
 
-    <!-- Disabled Members -->
+    <!-- Members with Disability (uses disability_id from spp_registry) -->
     <record id="cel_var_disabled_members" model="spp.cel.variable">
-        <field name="name">demo_disabled_members</field>
-        <field name="cel_accessor">disabled_members</field>
+        <field name="name">demo_pwd_members</field>
+        <field name="cel_accessor">pwd_members</field>
         <field name="source_type">aggregate</field>
         <field name="aggregate_type">count</field>
         <field name="aggregate_target">members</field>
-        <field name="aggregate_filter">m.disabled != null</field>
+        <field name="aggregate_filter">m.disability_id != null</field>
         <field name="value_type">number</field>
         <field name="applies_to">group</field>
         <field name="category_id" ref="spp_studio.variable_category_characteristics" />
@@ -235,11 +235,11 @@
         <field name="is_published_dashboard" eval="True" />
     </record>
 
-    <!-- Disabled Members -->
+    <!-- Members with Disability -->
     <record id="stat_disabled_members" model="spp.statistic">
-        <field name="name">disabled_members</field>
-        <field name="label">Disabled Members</field>
-        <field name="description">Count of household members with disabilities</field>
+        <field name="name">pwd_members</field>
+        <field name="label">Members with Disability</field>
+        <field name="description">Count of household members with a recorded disability</field>
         <field name="variable_id" ref="cel_var_disabled_members" />
         <field name="format">count</field>
         <field name="unit">people</field>
diff --git a/spp_mis_demo_v2/tests/test_demo_statistics.py b/spp_mis_demo_v2/tests/test_demo_statistics.py
index 5d428879..c4746a11 100644
--- a/spp_mis_demo_v2/tests/test_demo_statistics.py
+++ b/spp_mis_demo_v2/tests/test_demo_statistics.py
@@ -28,7 +28,7 @@ def setUpClass(cls):
             "elderly_60_plus",
             "female_members",
             "male_members",
-            "disabled_members",
+            "pwd_members",
             "enrolled_any_program",
         ]
 
@@ -102,7 +102,7 @@ def test_statistics_categories_exist(self):
                 "female_members",
                 "male_members",
             ],
-            "vulnerability": ["disabled_members"],
+            "vulnerability": ["pwd_members"],
             "programs": ["enrolled_any_program"],
         }
 

From 461c4edc01f2d5db9518b3613fc88c506328a0ee Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 20:24:00 +0700
Subject: [PATCH 53/70] refactor(spp_mis_demo_v2): remove demographic stats
 superseded by group_by dimensions

Remove 5 published statistics now covered by group_by dimensions:
- children_under_5, children_under_18, elderly_60_plus (covered by age_group dimension)
- female_members, male_members (covered by gender dimension)

Remaining published stats: total_households, total_members, pwd_members,
enrolled_any_program. The QGIS plugin will pick up the slimmer catalog
automatically from /statistics and spatial-statistics process description.
---
 spp_api_v2_gis/schemas/statistics.py          |   4 +-
 spp_api_v2_gis/tests/test_batch_query.py      |   4 +-
 spp_mis_demo_v2/data/demo_statistics.xml      | 132 ------------------
 spp_mis_demo_v2/tests/test_demo_statistics.py |  14 +-
 4 files changed, 6 insertions(+), 148 deletions(-)

diff --git a/spp_api_v2_gis/schemas/statistics.py b/spp_api_v2_gis/schemas/statistics.py
index 5e846da2..7474831e 100644
--- a/spp_api_v2_gis/schemas/statistics.py
+++ b/spp_api_v2_gis/schemas/statistics.py
@@ -7,8 +7,8 @@
 class StatisticInfo(BaseModel):
     """Information about a single published statistic."""
 
-    name: str = Field(..., description="Technical name (e.g., 'children_under_5')")
-    label: str = Field(..., description="Display label (e.g., 'Children Under 5')")
+    name: str = Field(..., description="Technical name (e.g., 'total_households')")
+    label: str = Field(..., description="Display label (e.g., 'Total Households')")
     description: str | None = Field(default=None, description="Detailed description")
     format: str = Field(..., description="Aggregation format (count, sum, avg, percent, ratio, currency)")
     unit: str | None = Field(default=None, description="Unit of measurement")
diff --git a/spp_api_v2_gis/tests/test_batch_query.py b/spp_api_v2_gis/tests/test_batch_query.py
index 19cb9fa6..344f8341 100644
--- a/spp_api_v2_gis/tests/test_batch_query.py
+++ b/spp_api_v2_gis/tests/test_batch_query.py
@@ -253,13 +253,13 @@ def test_batch_request_schema(self):
                 }
             ],
             filters={"is_group": True},
-            variables=["children_under_5"],
+            variables=["total_households"],
         )
 
         self.assertEqual(len(request.geometries), 1)
         self.assertEqual(request.geometries[0].id, "zone_1")
         self.assertEqual(request.filters, {"is_group": True})
-        self.assertEqual(request.variables, ["children_under_5"])
+        self.assertEqual(request.variables, ["total_households"])
 
     def test_batch_request_requires_geometries(self):
         """Test that BatchSpatialQueryRequest requires at least one geometry."""
diff --git a/spp_mis_demo_v2/data/demo_statistics.xml b/spp_mis_demo_v2/data/demo_statistics.xml
index 48cfb67d..a3a2bffd 100644
--- a/spp_mis_demo_v2/data/demo_statistics.xml
+++ b/spp_mis_demo_v2/data/demo_statistics.xml
@@ -29,38 +29,6 @@
         <field name="sequence">10</field>
     </record>
 
-    <!-- Children Under 5: use spp_studio.var_children_under_5 (same cel_accessor + applies_to) -->
-
-    <!-- Children Under 18 -->
-    <record id="cel_var_children_under_18" model="spp.cel.variable">
-        <field name="name">demo_children_under_18</field>
-        <field name="cel_accessor">children_under_18</field>
-        <field name="source_type">aggregate</field>
-        <field name="aggregate_type">count</field>
-        <field name="aggregate_target">members</field>
-        <field name="aggregate_filter">age_years(m.birthdate) &lt; 18</field>
-        <field name="value_type">number</field>
-        <field name="applies_to">group</field>
-        <field name="category_id" ref="spp_studio.variable_category_demographics" />
-        <field name="state">active</field>
-        <field name="sequence">30</field>
-    </record>
-
-    <!-- Elderly 60+ -->
-    <record id="cel_var_elderly_60_plus" model="spp.cel.variable">
-        <field name="name">demo_elderly_60_plus</field>
-        <field name="cel_accessor">elderly_60_plus</field>
-        <field name="source_type">aggregate</field>
-        <field name="aggregate_type">count</field>
-        <field name="aggregate_target">members</field>
-        <field name="aggregate_filter">age_years(m.birthdate) >= 60</field>
-        <field name="value_type">number</field>
-        <field name="applies_to">group</field>
-        <field name="category_id" ref="spp_studio.variable_category_demographics" />
-        <field name="state">active</field>
-        <field name="sequence">40</field>
-    </record>
-
     <!-- Members with Disability (uses disability_id from spp_registry) -->
     <record id="cel_var_disabled_members" model="spp.cel.variable">
         <field name="name">demo_pwd_members</field>
@@ -76,36 +44,6 @@
         <field name="sequence">50</field>
     </record>
 
-    <!-- Female Members -->
-    <record id="cel_var_female_members" model="spp.cel.variable">
-        <field name="name">demo_female_members</field>
-        <field name="cel_accessor">female_members</field>
-        <field name="source_type">aggregate</field>
-        <field name="aggregate_type">count</field>
-        <field name="aggregate_target">members</field>
-        <field name="aggregate_filter">is_female(m.gender_id)</field>
-        <field name="value_type">number</field>
-        <field name="applies_to">group</field>
-        <field name="category_id" ref="spp_studio.variable_category_demographics" />
-        <field name="state">active</field>
-        <field name="sequence">45</field>
-    </record>
-
-    <!-- Male Members -->
-    <record id="cel_var_male_members" model="spp.cel.variable">
-        <field name="name">demo_male_members</field>
-        <field name="cel_accessor">male_members</field>
-        <field name="source_type">aggregate</field>
-        <field name="aggregate_type">count</field>
-        <field name="aggregate_target">members</field>
-        <field name="aggregate_filter">is_male(m.gender_id)</field>
-        <field name="value_type">number</field>
-        <field name="applies_to">group</field>
-        <field name="category_id" ref="spp_studio.variable_category_demographics" />
-        <field name="state">active</field>
-        <field name="sequence">46</field>
-    </record>
-
     <!-- Total Households (computed - returns true for counting) -->
     <record id="cel_var_total_households" model="spp.cel.variable">
         <field name="name">demo_total_households</field>
@@ -165,76 +103,6 @@
         <field name="is_published_dashboard" eval="True" />
     </record>
 
-    <!-- Children Under 5 -->
-    <record id="stat_children_under_5" model="spp.statistic">
-        <field name="name">children_under_5</field>
-        <field name="label">Children Under 5</field>
-        <field name="description">Count of children under 5 years old</field>
-        <field name="variable_id" ref="spp_studio.var_children_under_5" />
-        <field name="format">count</field>
-        <field name="unit">children</field>
-        <field name="category_id" ref="spp_statistic.category_demographics" />
-        <field name="sequence">20</field>
-        <field name="is_published_gis" eval="True" />
-        <field name="is_published_dashboard" eval="True" />
-    </record>
-
-    <!-- Children Under 18 -->
-    <record id="stat_children_under_18" model="spp.statistic">
-        <field name="name">children_under_18</field>
-        <field name="label">Children Under 18</field>
-        <field name="description">Count of children under 18 years old</field>
-        <field name="variable_id" ref="cel_var_children_under_18" />
-        <field name="format">count</field>
-        <field name="unit">children</field>
-        <field name="category_id" ref="spp_statistic.category_demographics" />
-        <field name="sequence">30</field>
-        <field name="is_published_gis" eval="True" />
-        <field name="is_published_dashboard" eval="True" />
-    </record>
-
-    <!-- Elderly 60+ -->
-    <record id="stat_elderly_60_plus" model="spp.statistic">
-        <field name="name">elderly_60_plus</field>
-        <field name="label">Elderly (60+)</field>
-        <field name="description">Count of elderly persons aged 60 and above</field>
-        <field name="variable_id" ref="cel_var_elderly_60_plus" />
-        <field name="format">count</field>
-        <field name="unit">people</field>
-        <field name="category_id" ref="spp_statistic.category_demographics" />
-        <field name="sequence">40</field>
-        <field name="is_published_gis" eval="True" />
-        <field name="is_published_dashboard" eval="True" />
-    </record>
-
-    <!-- Female Members -->
-    <record id="stat_female_members" model="spp.statistic">
-        <field name="name">female_members</field>
-        <field name="label">Female Members</field>
-        <field name="description">Count of female household members</field>
-        <field name="variable_id" ref="cel_var_female_members" />
-        <field name="format">count</field>
-        <field name="unit">people</field>
-        <field name="category_id" ref="spp_statistic.category_demographics" />
-        <field name="sequence">45</field>
-        <field name="is_published_gis" eval="True" />
-        <field name="is_published_dashboard" eval="True" />
-    </record>
-
-    <!-- Male Members -->
-    <record id="stat_male_members" model="spp.statistic">
-        <field name="name">male_members</field>
-        <field name="label">Male Members</field>
-        <field name="description">Count of male household members</field>
-        <field name="variable_id" ref="cel_var_male_members" />
-        <field name="format">count</field>
-        <field name="unit">people</field>
-        <field name="category_id" ref="spp_statistic.category_demographics" />
-        <field name="sequence">46</field>
-        <field name="is_published_gis" eval="True" />
-        <field name="is_published_dashboard" eval="True" />
-    </record>
-
     <!-- Members with Disability -->
     <record id="stat_disabled_members" model="spp.statistic">
         <field name="name">pwd_members</field>
diff --git a/spp_mis_demo_v2/tests/test_demo_statistics.py b/spp_mis_demo_v2/tests/test_demo_statistics.py
index c4746a11..f047cd8c 100644
--- a/spp_mis_demo_v2/tests/test_demo_statistics.py
+++ b/spp_mis_demo_v2/tests/test_demo_statistics.py
@@ -23,17 +23,12 @@ def setUpClass(cls):
         cls.required_stats = [
             "total_households",
             "total_members",
-            "children_under_5",
-            "children_under_18",
-            "elderly_60_plus",
-            "female_members",
-            "male_members",
             "pwd_members",
             "enrolled_any_program",
         ]
 
     def test_all_demo_statistics_exist(self):
-        """Verify all 9 demo statistics are in the database."""
+        """Verify all demo statistics are in the database."""
         for stat_name in self.required_stats:
             with self.subTest(statistic=stat_name):
                 stat = self.stat_model.search([("name", "=", stat_name)], limit=1)
@@ -72,7 +67,7 @@ def test_statistics_published_to_gis(self):
     def test_statistics_have_valid_cel_accessors(self):
         """Verify statistics have variables with valid CEL accessors for aggregation."""
         # Test a subset of statistics
-        test_stats = ["total_households", "total_members", "children_under_5"]
+        test_stats = ["total_households", "total_members"]
 
         for stat_name in test_stats:
             with self.subTest(statistic=stat_name):
@@ -96,11 +91,6 @@ def test_statistics_categories_exist(self):
             "demographics": [
                 "total_households",
                 "total_members",
-                "children_under_5",
-                "children_under_18",
-                "elderly_60_plus",
-                "female_members",
-                "male_members",
             ],
             "vulnerability": ["pwd_members"],
             "programs": ["enrolled_any_program"],

From 0762e0fb69b53ab0f4c36d2ddc1b7160aa7ce34c Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 22:24:17 +0700
Subject: [PATCH 54/70] feat(spp_api_v2_gis): add population_filter for program
 and CEL filtering

Add population_filter input to spatial-statistics and proximity-statistics
OGC processes. This enables filtering registrants by program enrollment
and/or CEL expression criteria, including "gap" mode (eligible but not
enrolled).

- ProcessRegistry: dynamic discovery of programs and CEL expressions via
  x-openspp-programs and x-openspp-expressions metadata
- SpatialQueryService: _build_population_filter_sql() translates filter
  to SQL with program membership JOIN and CEL domain materialization
- Supports and/or/gap combination modes
- Input validation for mode and program_id type
- 22 new tests covering SQL generation, combined modes, gap analysis,
  batch queries, and process description discovery
- Fix pre-existing param ordering bug in _query_by_coordinates
---
 spp_api_v2_gis/__manifest__.py                |   2 +
 spp_api_v2_gis/services/process_execution.py  |   5 +
 spp_api_v2_gis/services/process_registry.py   |  64 +++
 .../services/spatial_query_service.py         | 177 ++++++-
 spp_api_v2_gis/tests/__init__.py              |   1 +
 .../tests/test_population_filter.py           | 472 ++++++++++++++++++
 6 files changed, 705 insertions(+), 16 deletions(-)
 create mode 100644 spp_api_v2_gis/tests/test_population_filter.py

diff --git a/spp_api_v2_gis/__manifest__.py b/spp_api_v2_gis/__manifest__.py
index c564ff73..11a71b2b 100644
--- a/spp_api_v2_gis/__manifest__.py
+++ b/spp_api_v2_gis/__manifest__.py
@@ -18,6 +18,8 @@
         "spp_vocabulary",
         "spp_statistic",
         "spp_aggregation",
+        "spp_programs",
+        "spp_cel_domain",
         "job_worker",
     ],
     "data": [
diff --git a/spp_api_v2_gis/services/process_execution.py b/spp_api_v2_gis/services/process_execution.py
index 1873d7fb..117cf415 100644
--- a/spp_api_v2_gis/services/process_execution.py
+++ b/spp_api_v2_gis/services/process_execution.py
@@ -21,6 +21,7 @@ def run_spatial_statistics(service, inputs, on_progress=None):
     filters = inputs.get("filters")
     variables = inputs.get("variables")
     group_by = inputs.get("group_by")
+    population_filter = inputs.get("population_filter")
 
     _logger.info(
         "run_spatial_statistics: variables=%r, filters=%r, geometry_type=%s",
@@ -38,6 +39,7 @@ def run_spatial_statistics(service, inputs, on_progress=None):
             variables=variables,
             group_by=group_by,
             on_progress=on_progress,
+            population_filter=population_filter,
         )
         for item in result.get("results", []):
             item.pop("registrant_ids", None)
@@ -49,6 +51,7 @@ def run_spatial_statistics(service, inputs, on_progress=None):
         filters=filters,
         variables=variables,
         group_by=group_by,
+        population_filter=population_filter,
     )
     result.pop("registrant_ids", None)
     return result
@@ -64,6 +67,7 @@ def run_proximity_statistics(service, inputs):
     Returns:
         dict: Proximity statistics results (registrant_ids stripped)
     """
+    population_filter = inputs.get("population_filter")
     result = service.query_proximity(
         reference_points=inputs["reference_points"],
         radius_km=inputs["radius_km"],
@@ -71,6 +75,7 @@ def run_proximity_statistics(service, inputs):
         filters=inputs.get("filters"),
         variables=inputs.get("variables"),
         group_by=inputs.get("group_by"),
+        population_filter=population_filter,
     )
     result.pop("registrant_ids", None)
     return result
diff --git a/spp_api_v2_gis/services/process_registry.py b/spp_api_v2_gis/services/process_registry.py
index 6a433c2a..107eece8 100644
--- a/spp_api_v2_gis/services/process_registry.py
+++ b/spp_api_v2_gis/services/process_registry.py
@@ -139,6 +139,68 @@ def _build_group_by_input(self):
 
         return group_by_input
 
+    def _build_population_filter_input(self):
+        """Build population_filter input with dynamic enum from programs and expressions."""
+        # TODO: Replace program ID with code field (see gis-analytics-enrichment.md Task 1)
+        # nosemgrep: odoo-sudo-without-context
+        Program = self.env["spp.program"].sudo()
+        programs = Program.search([])
+        program_ids = [p.id for p in programs]
+        program_metadata = [{"id": p.id, "name": p.name} for p in programs]
+
+        # nosemgrep: odoo-sudo-without-context
+        Expression = self.env["spp.cel.expression"].sudo()
+        expressions = Expression.search(
+            [
+                ("expression_type", "=", "filter"),
+                ("code", "!=", False),
+            ]
+        )
+        expression_codes = [e.code for e in expressions]
+        expression_metadata = [{"code": e.code, "name": e.name, "context_type": e.context_type} for e in expressions]
+
+        population_filter = {
+            "title": "Population Filter",
+            "description": (
+                "Filter registrants by program enrollment and/or eligibility criteria. "
+                "Use 'gap' mode to find eligible but not enrolled registrants."
+            ),
+            "minOccurs": 0,
+            "schema": {
+                "type": "object",
+                "properties": {
+                    "program": {
+                        # TODO: Replace with string type + code enum once spp.program has a code field
+                        "type": "integer",
+                        "description": "Program ID to filter by enrollment.",
+                    },
+                    "cel_expression": {
+                        "type": "string",
+                        "description": "CEL expression code to filter by criteria.",
+                    },
+                    "mode": {
+                        "type": "string",
+                        "enum": ["and", "or", "gap"],
+                        "default": "and",
+                        "description": (
+                            "'and': both filters, 'or': either filter, 'gap': matches CEL but NOT enrolled in program."
+                        ),
+                    },
+                },
+            },
+        }
+
+        if program_ids:
+            population_filter["schema"]["properties"]["program"]["enum"] = program_ids
+        if expression_codes:
+            population_filter["schema"]["properties"]["cel_expression"]["enum"] = expression_codes
+        if program_metadata:
+            population_filter["x-openspp-programs"] = program_metadata
+        if expression_metadata:
+            population_filter["x-openspp-expressions"] = expression_metadata
+
+        return population_filter
+
     def _build_variables_input(self):
         """Build the variables input definition with dynamic enum and x-openspp-statistics."""
         variable_names, categories = self.get_statistics_metadata()
@@ -208,6 +270,7 @@ def _build_spatial_statistics_description(self):
                     "minOccurs": 0,
                     "schema": {"type": "object"},
                 },
+                "population_filter": self._build_population_filter_input(),
             },
             "outputs": {
                 "result": {
@@ -289,6 +352,7 @@ def _build_proximity_statistics_description(self):
                     "minOccurs": 0,
                     "schema": {"type": "object"},
                 },
+                "population_filter": self._build_population_filter_input(),
             },
             "outputs": {
                 "result": {
diff --git a/spp_api_v2_gis/services/spatial_query_service.py b/spp_api_v2_gis/services/spatial_query_service.py
index a632e941..ab80a6cb 100644
--- a/spp_api_v2_gis/services/spatial_query_service.py
+++ b/spp_api_v2_gis/services/spatial_query_service.py
@@ -31,7 +31,15 @@ def __init__(self, env):
         """
         self.env = env
 
-    def query_statistics_batch(self, geometries, filters=None, variables=None, group_by=None, on_progress=None):
+    def query_statistics_batch(
+        self,
+        geometries,
+        filters=None,
+        variables=None,
+        group_by=None,
+        on_progress=None,
+        population_filter=None,
+    ):
         """Execute spatial query for multiple geometries.
 
         Queries each geometry individually and computes an aggregate summary.
@@ -61,6 +69,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None, group
                     filters=filters,
                     variables=variables,
                     group_by=group_by,
+                    population_filter=population_filter,
                 )
                 # Collect registrant IDs for deduplication in summary
                 registrant_ids = result.pop("registrant_ids", [])
@@ -122,7 +131,7 @@ def query_statistics_batch(self, geometries, filters=None, variables=None, group
             "summary": summary,
         }
 
-    def query_statistics(self, geometry, filters=None, variables=None, group_by=None):
+    def query_statistics(self, geometry, filters=None, variables=None, group_by=None, population_filter=None):
         """Execute spatial query for statistics within polygon.
 
         Args:
@@ -148,7 +157,7 @@ def query_statistics(self, geometry, filters=None, variables=None, group_by=None
 
         # Try coordinate-based query first (preferred method)
         try:
-            result = self._query_by_coordinates(geometry_json, filters)
+            result = self._query_by_coordinates(geometry_json, filters, population_filter=population_filter)
             if result["total_count"] > 0:
                 _logger.info(
                     "Spatial query using coordinates: %s registrants found",
@@ -165,7 +174,7 @@ def query_statistics(self, geometry, filters=None, variables=None, group_by=None
             )
 
         # Fall back to area-based query
-        result = self._query_by_area(geometry_json, filters)
+        result = self._query_by_area(geometry_json, filters, population_filter=population_filter)
         _logger.info(
             f"Spatial query using area fallback: {result['total_count']} registrants in {result['areas_matched']} areas"
         )
@@ -176,7 +185,7 @@ def query_statistics(self, geometry, filters=None, variables=None, group_by=None
 
         return result
 
-    def _query_by_coordinates(self, geometry_json, filters):
+    def _query_by_coordinates(self, geometry_json, filters, population_filter=None):
         """Query registrants by coordinates using ST_Intersects.
 
         This is the preferred method when registrants have coordinate data.
@@ -190,11 +199,11 @@ def _query_by_coordinates(self, geometry_json, filters):
         """
         # Build WHERE clause from filters
         where_clauses = ["p.is_registrant = true"]
-        params = [geometry_json]
+        filter_params = []
 
         if filters.get("is_group") is not None:
             where_clauses.append("p.is_group = %s")
-            params.append(filters["is_group"])
+            filter_params.append(filters["is_group"])
 
         if filters.get("disabled") is not None:
             if filters["disabled"]:
@@ -204,6 +213,8 @@ def _query_by_coordinates(self, geometry_json, filters):
 
         where_clause = " AND ".join(where_clauses)
 
+        pop_where, pop_params = self._build_population_filter_sql(population_filter)
+
         # Query using ST_Intersects with coordinates
         # Note: This assumes res.partner has a 'coordinates' GeoPointField
         # For now, we'll check if the field exists, otherwise return empty result
@@ -220,11 +231,11 @@ def _query_by_coordinates(self, geometry_json, filters):
               AND ST_Intersects(
                   p.coordinates,
                   ST_SetSRID(ST_GeomFromGeoJSON(%s), 4326)
-              )
+              ){pop_where}
         """  # nosec B608 - SQL clauses built from hardcoded fragments, data uses %s params
 
-        # Add geometry parameter at the beginning
-        params = [geometry_json] + params[1:]
+        # Params ordered to match SQL: filter params, geometry, population filter
+        params = filter_params + [geometry_json] + pop_params
 
         self.env.cr.execute(query, params)
         registrant_ids = [row[0] for row in self.env.cr.fetchall()]
@@ -236,7 +247,7 @@ def _query_by_coordinates(self, geometry_json, filters):
             "registrant_ids": registrant_ids,
         }
 
-    def _query_by_area(self, geometry_json, filters):
+    def _query_by_area(self, geometry_json, filters, population_filter=None):
         """Query registrants by area intersection (fallback method).
 
         This method finds areas that intersect the query polygon,
@@ -291,6 +302,10 @@ def _query_by_area(self, geometry_json, filters):
 
         extra_where = (" AND " + " AND ".join(extra_clauses)) if extra_clauses else ""
 
+        pop_where, pop_params = self._build_population_filter_sql(population_filter)
+        extra_where += pop_where
+        extra_params += pop_params
+
         # Query registrants: those directly in matched areas PLUS
         # individuals whose group (household) is in a matched area.
         # Individuals often lack area_id; they inherit it from their group.
@@ -477,7 +492,14 @@ def _convert_aggregation_result(self, agg_result, registrant_ids=None):
         }
 
     def query_proximity(
-        self, reference_points, radius_km, relation="within", filters=None, variables=None, group_by=None
+        self,
+        reference_points,
+        radius_km,
+        relation="within",
+        filters=None,
+        variables=None,
+        group_by=None,
+        population_filter=None,
     ):
         """Query registrants by proximity to reference points.
 
@@ -511,7 +533,13 @@ def query_proximity(
 
         # Try coordinate-based query first
         try:
-            result = self._proximity_by_coordinates(reference_points, radius_meters, relation, filters)
+            result = self._proximity_by_coordinates(
+                reference_points,
+                radius_meters,
+                relation,
+                filters,
+                population_filter=population_filter,
+            )
             if result["total_count"] > 0:
                 _logger.info(
                     "Proximity query (%s, %.1f km) using coordinates: %s registrants found",
@@ -533,7 +561,13 @@ def query_proximity(
             )
 
         # Fall back to area-based query
-        result = self._proximity_by_area(reference_points, radius_meters, relation, filters)
+        result = self._proximity_by_area(
+            reference_points,
+            radius_meters,
+            relation,
+            filters,
+            population_filter=population_filter,
+        )
         _logger.info(
             "Proximity query (%s, %.1f km) using area fallback: %s registrants in %s areas",
             relation,
@@ -620,7 +654,110 @@ def _build_filter_clauses(self, filters):
         extra_where = (" AND " + " AND ".join(extra_clauses)) if extra_clauses else ""
         return extra_where, extra_params
 
-    def _proximity_by_coordinates(self, reference_points, radius_meters, relation, filters):
+    def _build_population_filter_sql(self, population_filter):
+        """Build SQL clause from population_filter input.
+
+        Args:
+            population_filter: Dict with optional keys: program, cel_expression, mode
+
+        Returns:
+            tuple: (sql_clause, params) where sql_clause is a string like
+                   "AND p.id IN (...)" and params is a list of query parameters.
+                   Returns ("", []) if no filter is active.
+        """
+        if not population_filter:
+            return "", []
+
+        # TODO: Replace program ID with code field (see gis-analytics-enrichment.md Task 1)
+        program_id = population_filter.get("program")
+        cel_expression_code = population_filter.get("cel_expression")
+        mode = population_filter.get("mode", "and")
+
+        if mode not in ("and", "or", "gap"):
+            raise ValueError(f"Invalid population_filter mode: {mode!r}. Must be 'and', 'or', or 'gap'.")
+
+        if program_id is not None and not isinstance(program_id, int):
+            raise ValueError("population_filter.program must be an integer")
+
+        program_sql = ""
+        program_params = []
+        cel_sql = ""
+        cel_params = []
+
+        # Build program filter subquery
+        if program_id:
+            program_sql = """
+                SELECT pm.partner_id FROM spp_program_membership pm
+                WHERE pm.program_id = %s AND pm.state = 'enrolled'
+            """
+            program_params = [program_id]
+
+        # Build CEL expression filter subquery
+        if cel_expression_code:
+            # nosemgrep: odoo-sudo-without-context
+            Expression = self.env["spp.cel.expression"].sudo()
+            expression = Expression.search([("code", "=", cel_expression_code)], limit=1)
+            if not expression:
+                _logger.warning("Population filter: expression '%s' not found", cel_expression_code)
+                return "AND false", []
+
+            cel_service = self.env["spp.cel.service"]
+            result = cel_service.compile_expression(
+                expression.cel_expression,
+                profile="registry_groups",
+                limit=0,
+            )
+            if not result.get("valid"):
+                _logger.warning(
+                    "Population filter: CEL expression '%s' failed to compile: %s",
+                    cel_expression_code,
+                    result.get("error"),
+                )
+                return "AND false", []
+
+            domain = result.get("domain", [])
+            # nosemgrep: odoo-sudo-without-context
+            Partner = self.env["res.partner"].sudo()
+            matching_ids = Partner.search(domain).ids
+            if not matching_ids:
+                return "AND false", []
+
+            if len(matching_ids) > 10000:
+                _logger.warning(
+                    "Population filter: CEL expression '%s' matched %d registrants. "
+                    "Consider using SQL subquery optimization for large result sets.",
+                    cel_expression_code,
+                    len(matching_ids),
+                )
+
+            cel_sql = "SELECT unnest(%s::int[])"
+            cel_params = [list(matching_ids)]
+
+        # Combine based on mode
+        if program_sql and cel_sql:
+            if mode == "and":
+                return (
+                    "AND p.id IN (" + program_sql + ") AND p.id IN (" + cel_sql + ")",
+                    program_params + cel_params,
+                )
+            elif mode == "or":
+                return (
+                    "AND (p.id IN (" + program_sql + ") OR p.id IN (" + cel_sql + "))",
+                    program_params + cel_params,
+                )
+            elif mode == "gap":
+                return (
+                    "AND p.id IN (" + cel_sql + ") AND p.id NOT IN (" + program_sql + ")",
+                    cel_params + program_params,
+                )
+        elif program_sql:
+            return "AND p.id IN (" + program_sql + ")", program_params
+        elif cel_sql:
+            return "AND p.id IN (" + cel_sql + ")", cel_params
+
+        return "", []
+
+    def _proximity_by_coordinates(self, reference_points, radius_meters, relation, filters, population_filter=None):
         """Query registrants by coordinate proximity to reference points.
 
         Args:
@@ -640,6 +777,10 @@ def _proximity_by_coordinates(self, reference_points, radius_meters, relation, f
 
         extra_where, extra_params = self._build_filter_clauses(filters)
 
+        pop_where, pop_params = self._build_population_filter_sql(population_filter)
+        extra_where += pop_where
+        extra_params += pop_params
+
         if relation == "within":
             # Find registrants whose coordinates intersect any buffer
             query = f"""
@@ -681,7 +822,7 @@ def _proximity_by_coordinates(self, reference_points, radius_meters, relation, f
             "registrant_ids": registrant_ids,
         }
 
-    def _proximity_by_area(self, reference_points, radius_meters, relation, filters):
+    def _proximity_by_area(self, reference_points, radius_meters, relation, filters, population_filter=None):
         """Query registrants by area proximity (fallback when coordinates unavailable).
 
         Uses ST_Intersects between area polygons and buffered reference points
@@ -734,6 +875,10 @@ def _proximity_by_area(self, reference_points, radius_meters, relation, filters)
         area_tuple = tuple(area_ids)
         extra_where, extra_params = self._build_filter_clauses(filters)
 
+        pop_where, pop_params = self._build_population_filter_sql(population_filter)
+        extra_where += pop_where
+        extra_params += pop_params
+
         # Reuse the same registrant lookup as _query_by_area (includes group membership)
         registrants_query = f"""
             SELECT DISTINCT p.id
diff --git a/spp_api_v2_gis/tests/__init__.py b/spp_api_v2_gis/tests/__init__.py
index 784494c3..bc4e11a2 100644
--- a/spp_api_v2_gis/tests/__init__.py
+++ b/spp_api_v2_gis/tests/__init__.py
@@ -12,3 +12,4 @@
 from . import test_batch_query
 from . import test_proximity_query
 from . import test_ogc_geofence_crud
+from . import test_population_filter
diff --git a/spp_api_v2_gis/tests/test_population_filter.py b/spp_api_v2_gis/tests/test_population_filter.py
new file mode 100644
index 00000000..4bb0fcc5
--- /dev/null
+++ b/spp_api_v2_gis/tests/test_population_filter.py
@@ -0,0 +1,472 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""Tests for population_filter parameter on spatial queries."""
+
+from datetime import date
+
+from odoo.tests.common import TransactionCase
+
+
+class TestPopulationFilter(TransactionCase):
+    """Test population_filter parameter on spatial queries."""
+
+    @classmethod
+    def setUpClass(cls):
+        """Set up test data with programs, memberships, and areas."""
+        super().setUpClass()
+
+        # Create two test areas
+        cls.area_1 = cls.env["spp.area"].create({"draft_name": "Filter Test District 1", "code": "FILT-DIST-001"})
+        cls.area_2 = cls.env["spp.area"].create({"draft_name": "Filter Test District 2", "code": "FILT-DIST-002"})
+
+        # Create 4 households (groups), 2 per area
+        cls.group_a1 = cls.env["res.partner"].create(
+            {
+                "name": "HH A1",
+                "is_registrant": True,
+                "is_group": True,
+                "area_id": cls.area_1.id,
+            }
+        )
+        cls.group_a2 = cls.env["res.partner"].create(
+            {
+                "name": "HH A2",
+                "is_registrant": True,
+                "is_group": True,
+                "area_id": cls.area_1.id,
+            }
+        )
+        cls.group_b1 = cls.env["res.partner"].create(
+            {
+                "name": "HH B1",
+                "is_registrant": True,
+                "is_group": True,
+                "area_id": cls.area_2.id,
+            }
+        )
+        cls.group_b2 = cls.env["res.partner"].create(
+            {
+                "name": "HH B2",
+                "is_registrant": True,
+                "is_group": True,
+                "area_id": cls.area_2.id,
+            }
+        )
+
+        # Create individuals for each household
+        cls.indiv_a1 = cls.env["res.partner"].create(
+            {
+                "name": "Indiv A1",
+                "is_registrant": True,
+                "is_group": False,
+                "area_id": cls.area_1.id,
+                "birthdate": date(1990, 1, 1),
+            }
+        )
+        cls.indiv_a2 = cls.env["res.partner"].create(
+            {
+                "name": "Indiv A2",
+                "is_registrant": True,
+                "is_group": False,
+                "area_id": cls.area_1.id,
+                "birthdate": date(2000, 6, 15),
+            }
+        )
+        cls.indiv_b1 = cls.env["res.partner"].create(
+            {
+                "name": "Indiv B1",
+                "is_registrant": True,
+                "is_group": False,
+                "area_id": cls.area_2.id,
+                "birthdate": date(1985, 3, 20),
+            }
+        )
+        cls.indiv_b2 = cls.env["res.partner"].create(
+            {
+                "name": "Indiv B2",
+                "is_registrant": True,
+                "is_group": False,
+                "area_id": cls.area_2.id,
+                "birthdate": date(1975, 11, 30),
+            }
+        )
+
+        # Create group memberships
+        Membership = cls.env["spp.group.membership"]
+        Membership.create({"group": cls.group_a1.id, "individual": cls.indiv_a1.id})
+        Membership.create({"group": cls.group_a2.id, "individual": cls.indiv_a2.id})
+        Membership.create({"group": cls.group_b1.id, "individual": cls.indiv_b1.id})
+        Membership.create({"group": cls.group_b2.id, "individual": cls.indiv_b2.id})
+
+        # Create a program
+        cls.program = cls.env["spp.program"].create({"name": "Test CCT Program"})
+
+        # Enroll group_a1 and group_b1 (2 of 4 households)
+        cls.env["spp.program.membership"].create(
+            {
+                "partner_id": cls.group_a1.id,
+                "program_id": cls.program.id,
+                "state": "enrolled",
+            }
+        )
+        cls.env["spp.program.membership"].create(
+            {
+                "partner_id": cls.group_b1.id,
+                "program_id": cls.program.id,
+                "state": "enrolled",
+            }
+        )
+
+        # All group IDs for reference
+        cls.all_group_ids = {cls.group_a1.id, cls.group_a2.id, cls.group_b1.id, cls.group_b2.id}
+        cls.enrolled_group_ids = {cls.group_a1.id, cls.group_b1.id}
+        cls.not_enrolled_group_ids = {cls.group_a2.id, cls.group_b2.id}
+
+    def _get_service(self):
+        from ..services.spatial_query_service import SpatialQueryService
+
+        return SpatialQueryService(self.env)
+
+
+class TestPopulationFilterSQL(TestPopulationFilter):
+    """Test _build_population_filter_sql() directly."""
+
+    def test_no_filter_returns_empty(self):
+        """Without population_filter, no SQL clause is generated."""
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql(None)
+        self.assertEqual(sql, "")
+        self.assertEqual(params, [])
+
+    def test_empty_dict_returns_empty(self):
+        """Empty population_filter dict generates no SQL clause."""
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql({})
+        self.assertEqual(sql, "")
+        self.assertEqual(params, [])
+
+    def test_program_filter_generates_sql(self):
+        """Program filter generates SQL with program membership subquery."""
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql({"program": self.program.id})
+        self.assertIn("spp_program_membership", sql)
+        self.assertIn("AND p.id IN", sql)
+        self.assertEqual(params, [self.program.id])
+
+    def test_program_filter_restricts_results(self):
+        """Program filter restricts registrant IDs to enrolled beneficiaries."""
+        service = self._get_service()
+
+        # Build filter SQL
+        pop_sql, pop_params = service._build_population_filter_sql({"program": self.program.id})
+
+        # Execute a query using the filter to verify it works
+        all_ids = list(self.all_group_ids)
+        query = f"""
+            SELECT p.id FROM res_partner p
+            WHERE p.id IN %s {pop_sql}
+        """
+        params = [tuple(all_ids)] + pop_params
+        self.env.cr.execute(query, params)
+        result_ids = {row[0] for row in self.env.cr.fetchall()}
+
+        self.assertEqual(result_ids, self.enrolled_group_ids)
+
+    def test_unknown_program_id_returns_empty(self):
+        """Program ID with no enrollees returns no results (but valid SQL)."""
+        service = self._get_service()
+
+        # Use a non-existent program ID
+        pop_sql, pop_params = service._build_population_filter_sql({"program": 999999})
+
+        # SQL should still be valid, just match nothing
+        all_ids = list(self.all_group_ids)
+        query = f"""
+            SELECT p.id FROM res_partner p
+            WHERE p.id IN %s {pop_sql}
+        """
+        params = [tuple(all_ids)] + pop_params
+        self.env.cr.execute(query, params)
+        result_ids = {row[0] for row in self.env.cr.fetchall()}
+
+        self.assertEqual(result_ids, set())
+
+    def test_invalid_mode_raises_error(self):
+        """Invalid mode value raises ValueError."""
+        service = self._get_service()
+        with self.assertRaises(ValueError):
+            service._build_population_filter_sql({"program": self.program.id, "mode": "invalid_mode"})
+
+    def test_non_integer_program_raises_error(self):
+        """Non-integer program value raises ValueError."""
+        service = self._get_service()
+        with self.assertRaises(ValueError):
+            service._build_population_filter_sql({"program": "not_an_int"})
+
+
+class TestPopulationFilterCEL(TestPopulationFilter):
+    """Test CEL expression filter functionality."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+        # Create a simple CEL expression that always evaluates to true
+        # (matches all groups). Use 'true' which is the simplest valid CEL.
+        cls.cel_expression = cls.env["spp.cel.expression"].create(
+            {
+                "name": "Test All Groups",
+                "code": "test_all_groups",
+                "expression_type": "filter",
+                "cel_expression": "true",
+                "output_type": "boolean",
+                "context_type": "group",
+            }
+        )
+
+    def test_cel_filter_generates_sql(self):
+        """CEL expression filter generates SQL with matching IDs."""
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql({"cel_expression": "test_all_groups"})
+        # Should produce a valid filter (the 'true' expression matches all groups)
+        if sql == "AND false":
+            self.skipTest("CEL expression matched no groups in test DB")
+        self.assertIn("AND p.id IN", sql)
+        self.assertIn("unnest", sql)
+
+    def test_cel_filter_unknown_code_returns_false(self):
+        """Unknown CEL expression code returns 'AND false' (empty results)."""
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql({"cel_expression": "nonexistent_expression_code"})
+        self.assertEqual(sql, "AND false")
+        self.assertEqual(params, [])
+
+
+class TestPopulationFilterCombined(TestPopulationFilter):
+    """Test combined program + CEL filter modes."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+        # Create a CEL expression that matches all groups (true)
+        cls.cel_expression = cls.env["spp.cel.expression"].create(
+            {
+                "name": "Test Match All",
+                "code": "test_match_all",
+                "expression_type": "filter",
+                "cel_expression": "true",
+                "output_type": "boolean",
+                "context_type": "group",
+            }
+        )
+
+    def test_and_mode_with_program_and_cel(self):
+        """AND mode generates SQL with both program and CEL conditions."""
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql(
+            {
+                "program": self.program.id,
+                "cel_expression": "test_match_all",
+                "mode": "and",
+            }
+        )
+        if sql == "AND false":
+            self.skipTest("CEL expression matched no groups in test DB")
+        # Should have both program membership and CEL subqueries
+        self.assertIn("spp_program_membership", sql)
+        self.assertIn("unnest", sql)
+        self.assertEqual(sql.count("AND p.id IN"), 2)
+
+    def test_or_mode_with_program_and_cel(self):
+        """OR mode generates SQL combining program and CEL with OR."""
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql(
+            {
+                "program": self.program.id,
+                "cel_expression": "test_match_all",
+                "mode": "or",
+            }
+        )
+        if sql == "AND false":
+            self.skipTest("CEL expression matched no groups in test DB")
+        self.assertIn("OR", sql)
+
+    def test_gap_mode_with_program_and_cel(self):
+        """Gap mode generates SQL: matches CEL but NOT in program."""
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql(
+            {
+                "program": self.program.id,
+                "cel_expression": "test_match_all",
+                "mode": "gap",
+            }
+        )
+        if sql == "AND false":
+            self.skipTest("CEL expression matched no groups in test DB")
+        self.assertIn("NOT IN", sql)
+        self.assertIn("spp_program_membership", sql)
+
+    def test_gap_mode_excludes_enrolled(self):
+        """Gap mode returns CEL matches that are NOT enrolled in the program."""
+        service = self._get_service()
+        pop_sql, pop_params = service._build_population_filter_sql(
+            {
+                "program": self.program.id,
+                "cel_expression": "test_match_all",
+                "mode": "gap",
+            }
+        )
+        if pop_sql == "AND false":
+            self.skipTest("CEL expression matched no groups in test DB")
+
+        # Execute against all groups
+        all_ids = list(self.all_group_ids)
+        query = f"""
+            SELECT p.id FROM res_partner p
+            WHERE p.id IN %s {pop_sql}
+        """
+        params = [tuple(all_ids)] + pop_params
+        self.env.cr.execute(query, params)
+        result_ids = {row[0] for row in self.env.cr.fetchall()}
+
+        # Gap = CEL matches (all) minus enrolled (a1, b1) = not enrolled (a2, b2)
+        self.assertEqual(result_ids, self.not_enrolled_group_ids)
+
+
+class TestPopulationFilterBatchQuery(TestPopulationFilter):
+    """Test population filter with batch spatial queries."""
+
+    def test_batch_query_passes_filter(self):
+        """Population filter is applied in batch queries."""
+        service = self._get_service()
+
+        geometries = [
+            {
+                "id": "zone_1",
+                "geometry": {
+                    "type": "Polygon",
+                    "coordinates": [[[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]],
+                },
+            },
+        ]
+
+        # Query without filter
+        result_all = service.query_statistics_batch(geometries=geometries)
+
+        # Query with program filter
+        result_filtered = service.query_statistics_batch(
+            geometries=geometries,
+            population_filter={"program": self.program.id},
+        )
+
+        # Both should return valid structure
+        self.assertIn("results", result_all)
+        self.assertIn("results", result_filtered)
+        self.assertEqual(len(result_all["results"]), 1)
+        self.assertEqual(len(result_filtered["results"]), 1)
+
+        # Filtered count should be <= unfiltered count
+        self.assertLessEqual(
+            result_filtered["results"][0]["total_count"],
+            result_all["results"][0]["total_count"],
+        )
+
+
+class TestPopulationFilterProcessDescription(TransactionCase):
+    """Test population_filter in process descriptions."""
+
+    def test_spatial_statistics_has_population_filter(self):
+        """Spatial statistics process description includes population_filter input."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        process = registry.get_process("spatial-statistics")
+
+        self.assertIn("population_filter", process["inputs"])
+
+        pf = process["inputs"]["population_filter"]
+        self.assertEqual(pf["title"], "Population Filter")
+        self.assertEqual(pf["minOccurs"], 0)
+
+        schema = pf["schema"]
+        self.assertEqual(schema["type"], "object")
+        self.assertIn("program", schema["properties"])
+        self.assertIn("cel_expression", schema["properties"])
+        self.assertIn("mode", schema["properties"])
+
+        # Mode should have enum with and/or/gap
+        mode_schema = schema["properties"]["mode"]
+        self.assertEqual(mode_schema["enum"], ["and", "or", "gap"])
+        self.assertEqual(mode_schema["default"], "and")
+
+    def test_proximity_statistics_has_population_filter(self):
+        """Proximity statistics process description includes population_filter input."""
+        from ..services.process_registry import ProcessRegistry
+
+        registry = ProcessRegistry(self.env)
+        process = registry.get_process("proximity-statistics")
+
+        self.assertIn("population_filter", process["inputs"])
+
+    def test_process_description_includes_program_metadata(self):
+        """x-openspp-programs contains program IDs and names when programs exist."""
+        from ..services.process_registry import ProcessRegistry
+
+        # Create a program to ensure metadata is populated
+        program = self.env["spp.program"].create({"name": "Test Discovery Program"})
+
+        registry = ProcessRegistry(self.env)
+        process = registry.get_process("spatial-statistics")
+        pf = process["inputs"]["population_filter"]
+
+        self.assertIn("x-openspp-programs", pf)
+        programs = pf["x-openspp-programs"]
+        program_ids = [p["id"] for p in programs]
+        self.assertIn(program.id, program_ids)
+
+        # Each program metadata should have id and name
+        test_prog = next(p for p in programs if p["id"] == program.id)
+        self.assertEqual(test_prog["name"], "Test Discovery Program")
+
+    def test_process_description_includes_expression_metadata(self):
+        """x-openspp-expressions contains expression codes and names."""
+        from ..services.process_registry import ProcessRegistry
+
+        # Create a CEL expression
+        expr = self.env["spp.cel.expression"].create(
+            {
+                "name": "Test Discovery Expression",
+                "code": "test_discovery_expr",
+                "expression_type": "filter",
+                "cel_expression": "true",
+                "output_type": "boolean",
+                "context_type": "group",
+            }
+        )
+
+        registry = ProcessRegistry(self.env)
+        process = registry.get_process("spatial-statistics")
+        pf = process["inputs"]["population_filter"]
+
+        self.assertIn("x-openspp-expressions", pf)
+        expressions = pf["x-openspp-expressions"]
+        expr_codes = [e["code"] for e in expressions]
+        self.assertIn(expr.code, expr_codes)
+
+        # Each expression metadata should have code, name, context_type
+        test_expr = next(e for e in expressions if e["code"] == expr.code)
+        self.assertEqual(test_expr["name"], "Test Discovery Expression")
+        self.assertEqual(test_expr["context_type"], "group")
+
+    def test_process_description_without_programs(self):
+        """Population filter input works when no programs exist."""
+        from ..services.process_registry import ProcessRegistry
+
+        # Delete all programs to test empty state
+        self.env["spp.program"].search([]).unlink()
+
+        registry = ProcessRegistry(self.env)
+        process = registry.get_process("spatial-statistics")
+        pf = process["inputs"]["population_filter"]
+
+        # Should still have the input, just without enum/metadata
+        self.assertEqual(pf["schema"]["type"], "object")
+        self.assertNotIn("enum", pf["schema"]["properties"]["program"])

From 41385e8161155e79ef84fd032b5c474bf30718ec Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 23:06:35 +0700
Subject: [PATCH 55/70] fix(spp_mis_demo_v2): use dynamic area level for
 registrant assignment

Replace hardcoded area_level == 3 with a dynamic query that finds the
highest (most specific) area level with geo_polygon data. This makes
area assignment work with any hierarchy depth: 4-level (curated set
with barangays) or 3-level (Luzon municipalities).
---
 spp_mis_demo_v2/models/mis_demo_generator.py | 28 +++++++++++++++-----
 1 file changed, 22 insertions(+), 6 deletions(-)

diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index 7a144116..55b5adf0 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -3766,8 +3766,8 @@ def _assign_registrant_areas(self, stats):
         """Assign geographic areas to registrants.
 
         Strategy:
-        - Get all municipalities (level 3 areas) from the loaded country
-        - For each group, assign a random municipality to area_id
+        - Find the lowest (most specific) area level that has geo_polygon data
+        - For each group, assign one of those areas to area_id
         - Individual members inherit area_id from their group
 
         Args:
@@ -3776,15 +3776,31 @@ def _assign_registrant_areas(self, stats):
         Area = self.env["spp.area"]
         Partner = self.env["res.partner"]
 
-        # Get all level 3 areas (municipalities) that have geo_polygon data
-        municipalities = Area.search([("area_level", "=", 3), ("geo_polygon", "!=", False)])
+        # Find the lowest (most specific) area level that has geo_polygon data.
+        # This works for any hierarchy depth: 4-level (curated) or 3-level (Luzon).
+        self.env.cr.execute(
+            "SELECT MAX(area_level) FROM spp_area WHERE geo_polygon IS NOT NULL"
+        )
+        result = self.env.cr.fetchone()
+        target_level = result[0] if result and result[0] is not None else None
+
+        if target_level is None:
+            _logger.warning("[spp.mis.demo] No areas with GIS data found, skipping area assignment")
+            stats["areas_assigned"] = 0
+            return
+
+        municipalities = Area.search([("area_level", "=", target_level), ("geo_polygon", "!=", False)])
 
         if not municipalities:
-            _logger.warning("[spp.mis.demo] No municipalities with GIS data found, skipping area assignment")
+            _logger.warning("[spp.mis.demo] No areas with GIS data found at level %s", target_level)
             stats["areas_assigned"] = 0
             return
 
-        _logger.info("[spp.mis.demo] Found %d municipalities with GIS data", len(municipalities))
+        _logger.info(
+            "[spp.mis.demo] Found %d areas with GIS data at level %d",
+            len(municipalities),
+            target_level,
+        )
 
         # Get all groups (households)
         groups = Partner.search([("is_group", "=", True), ("is_registrant", "=", True)])

From 16d506689ec240fcc07a88637be919fe7349af30 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 23:19:50 +0700
Subject: [PATCH 56/70] feat: add HDX-sourced Philippine geodata prep script
 and data files

Add scripts/prepare_phl_geodata.py that downloads administrative boundary
shapefiles and population projections from HDX (OCHA COD-AB), filters to
Luzon, simplifies geometries, and generates static data files.

Base tier (spp_demo): NCR + CALABARZON with 2 regions, 9 provinces,
159 municipalities. Replaces curated 28-area set with HDX-sourced data
using standard PSGC p-codes.

Luzon tier (spp_demo_phl_luzon): 8 regions, 42 provinces,
771 municipalities with population weights for realistic distribution.

Update demo story area_ref values to use new p-code-based XML IDs.
---
 scripts/prepare_phl_geodata.py                |   708 +
 spp_demo/data/countries/phl/areas.xml         |  1221 +-
 spp_demo/data/shapes/phl_curated.geojson      | 30187 +---------------
 spp_demo/models/demo_data_generator.py        |     2 +-
 spp_demo/models/demo_stories.py               |    20 +-
 spp_demo_phl_luzon/data/areas_luzon.xml       |  4930 +++
 .../data/population_weights.csv               |   772 +
 .../data/shapes/phl_luzon.geojson             |     1 +
 8 files changed, 7442 insertions(+), 30399 deletions(-)
 create mode 100755 scripts/prepare_phl_geodata.py
 create mode 100644 spp_demo_phl_luzon/data/areas_luzon.xml
 create mode 100644 spp_demo_phl_luzon/data/population_weights.csv
 create mode 100644 spp_demo_phl_luzon/data/shapes/phl_luzon.geojson

diff --git a/scripts/prepare_phl_geodata.py b/scripts/prepare_phl_geodata.py
new file mode 100755
index 00000000..2eade7c6
--- /dev/null
+++ b/scripts/prepare_phl_geodata.py
@@ -0,0 +1,708 @@
+#!/usr/bin/env python3
+"""Prepare Philippine geodata from HDX COD-AB for OpenSPP demo modules.
+
+Downloads administrative boundary shapefiles and population projection data from
+the Humanitarian Data Exchange (HDX), processes them, and generates static data
+files for the spp_demo and spp_demo_phl_luzon modules.
+
+Data Sources:
+    - COD-AB: https://data.humdata.org/dataset/cod-ab-phl (CC BY-IGO)
+    - Population: https://data.humdata.org/dataset/a8fa512a-0a12-4753-ba46-b722eaac6d66
+
+Outputs:
+    Base tier (spp_demo/data/):
+        - countries/phl/areas.xml: NCR + CALABARZON areas (regions, provinces, municipalities)
+        - shapes/phl_curated.geojson: Simplified polygons for base areas
+
+    Luzon tier (spp_demo_phl_luzon/data/):
+        - areas_luzon.xml: All Luzon areas (8 regions, ~35 provinces, ~700 municipalities)
+        - shapes/phl_luzon.geojson: Simplified polygons for all Luzon areas
+        - population_weights.csv: Municipality-level population for weighted distribution
+
+Usage:
+    # Requires: geopandas, shapely, requests
+    uv run --with geopandas --with requests scripts/prepare_phl_geodata.py
+
+    # Custom simplification tolerance (default: 0.005 degrees, ~500m)
+    uv run --with geopandas --with requests scripts/prepare_phl_geodata.py --simplify-tolerance 0.003
+
+    # Force re-download (ignore cache)
+    uv run --with geopandas --with requests scripts/prepare_phl_geodata.py --no-cache
+
+Attribution (CC BY-IGO):
+    Administrative boundaries: OCHA, PSA, NAMRIA
+    Population data: PSA via HDX
+"""
+
+import argparse
+import io
+import json
+import logging
+import os
+import sys
+import zipfile
+from pathlib import Path
+from xml.etree.ElementTree import Element, SubElement, indent, tostring
+
+import geopandas as gpd
+import requests
+from shapely.validation import make_valid
+
+logging.basicConfig(level=logging.INFO, format="%(levelname)s: %(message)s")
+_logger = logging.getLogger(__name__)
+
+# HDX download URLs
+COD_AB_URL = (
+    "https://data.humdata.org/dataset/caf116df-f984-4deb-85ca-41b349d3f313"
+    "/resource/12457689-6a86-4474-8032-5ca9464d38a8/download"
+    "/phl_adm_psa_namria_20231106_shp.zip"
+)
+
+# Population projection dataset (admin 3)
+# This dataset may have multiple resources; we look for the CSV
+POP_DATASET_URL = (
+    "https://data.humdata.org/dataset/a8fa512a-0a12-4753-ba46-b722eaac6d66"
+)
+
+CACHE_DIR = Path(os.environ.get("XDG_CACHE_HOME", Path.home() / ".cache")) / "openspp" / "geodata"
+
+# HDX COD-AB region codes for Luzon island group (short format from shapefiles)
+LUZON_REGION_CODES = {
+    "PH13": "NCR",
+    "PH14": "CAR",
+    "PH01": "Region I",
+    "PH02": "Region II",
+    "PH03": "Region III",
+    "PH04": "CALABARZON",
+    "PH17": "MIMAROPA",
+    "PH05": "Region V",
+}
+
+# Base tier: NCR + CALABARZON only (matches current curated set)
+BASE_REGION_CODES = {"PH13", "PH04"}
+
+# Shapefile name patterns inside the zip (without extensions)
+SHP_PATTERNS = {
+    1: "phl_admbnda_adm1_psa_namria_",
+    2: "phl_admbnda_adm2_psa_namria_",
+    3: "phl_admbnda_adm3_psa_namria_",
+}
+
+# Area type XML IDs (from spp_demo/data/countries/phl/area_kinds.xml)
+AREA_TYPE_REFS = {
+    1: "spp_demo.area_kind_phl_region",
+    2: "spp_demo.area_kind_phl_province",
+    3: "spp_demo.area_kind_phl_municipality",
+}
+
+
+def download_with_cache(url, filename, cache_dir, no_cache=False):
+    """Download a file, caching it locally.
+
+    Args:
+        url: URL to download
+        filename: Local filename for cache
+        cache_dir: Cache directory path
+        no_cache: If True, skip cache and re-download
+
+    Returns:
+        Path to cached file
+    """
+    cache_dir.mkdir(parents=True, exist_ok=True)
+    cached_path = cache_dir / filename
+
+    if cached_path.exists() and not no_cache:
+        _logger.info("Using cached %s", cached_path)
+        return cached_path
+
+    _logger.info("Downloading %s ...", filename)
+    _logger.info("  URL: %s", url)
+    resp = requests.get(url, stream=True, timeout=300)
+    resp.raise_for_status()
+
+    total = int(resp.headers.get("content-length", 0))
+    downloaded = 0
+    with open(cached_path, "wb") as f:
+        for chunk in resp.iter_content(chunk_size=1024 * 1024):
+            f.write(chunk)
+            downloaded += len(chunk)
+            if total:
+                pct = downloaded * 100 // total
+                print(f"\r  Progress: {pct}% ({downloaded // (1024*1024)}MB / {total // (1024*1024)}MB)", end="")
+    print()
+    _logger.info("Saved to %s", cached_path)
+    return cached_path
+
+
+def find_shapefile_in_zip(zip_path, pattern):
+    """Find a shapefile base name inside a zip by pattern.
+
+    Shapefiles consist of multiple files (.shp, .dbf, .shx, .prj, etc.)
+    sharing the same base name. We find the .shp file matching the pattern.
+
+    Args:
+        zip_path: Path to zip file
+        pattern: String pattern to match in filenames
+
+    Returns:
+        Base name (without extension) of the matching shapefile, or None
+    """
+    with zipfile.ZipFile(zip_path) as zf:
+        for name in zf.namelist():
+            if pattern in name.lower() and name.endswith(".shp"):
+                return name
+    return None
+
+
+def read_shapefile_from_zip(zip_path, shp_name):
+    """Read a shapefile from inside a zip archive using geopandas.
+
+    Args:
+        zip_path: Path to the zip file
+        shp_name: Name of the .shp file inside the zip
+
+    Returns:
+        GeoDataFrame
+    """
+    uri = f"zip://{zip_path}!{shp_name}"
+    _logger.info("Reading %s", uri)
+    return gpd.read_file(uri)
+
+
+def filter_luzon(gdf, level, region_codes):
+    """Filter a GeoDataFrame to only Luzon regions.
+
+    Uses the ADM1_PCODE column to filter to Luzon region codes.
+
+    Args:
+        gdf: GeoDataFrame with admin boundary data
+        level: Admin level (1, 2, or 3)
+        region_codes: Set of region p-codes to include
+
+    Returns:
+        Filtered GeoDataFrame
+    """
+    if level == 1:
+        col = "ADM1_PCODE"
+    else:
+        # Level 2 and 3 have ADM1_PCODE as a column for their parent region
+        col = "ADM1_PCODE"
+
+    if col not in gdf.columns:
+        _logger.warning("Column %s not found in level %d data. Available: %s", col, level, list(gdf.columns))
+        return gdf
+
+    mask = gdf[col].isin(region_codes)
+    filtered = gdf[mask].copy()
+    _logger.info("  Filtered level %d: %d -> %d features (Luzon)", level, len(gdf), len(filtered))
+    return filtered
+
+
+def simplify_geometries(gdf, tolerance):
+    """Simplify geometries and validate results.
+
+    Args:
+        gdf: GeoDataFrame
+        tolerance: Simplification tolerance in degrees
+
+    Returns:
+        GeoDataFrame with simplified geometries
+    """
+    _logger.info("  Simplifying with tolerance=%s ...", tolerance)
+    gdf = gdf.copy()
+    gdf["geometry"] = gdf["geometry"].simplify(tolerance, preserve_topology=True)
+
+    # Validate and fix any invalid geometries
+    invalid_count = 0
+    for idx in gdf.index:
+        geom = gdf.at[idx, "geometry"]
+        if geom is not None and not geom.is_valid:
+            gdf.at[idx, "geometry"] = make_valid(geom)
+            invalid_count += 1
+
+    if invalid_count:
+        _logger.info("  Fixed %d invalid geometries after simplification", invalid_count)
+
+    return gdf
+
+
+def get_pcode_col(level):
+    """Get the p-code column name for a given admin level."""
+    return f"ADM{level}_PCODE"
+
+
+def get_name_col(level):
+    """Get the English name column for a given admin level."""
+    return f"ADM{level}_EN"
+
+
+def build_areas_xml(regions_gdf, provinces_gdf, municipalities_gdf, module_name, xml_id_prefix):
+    """Generate Odoo XML data file for spp.area records.
+
+    Args:
+        regions_gdf: GeoDataFrame of regions (level 1)
+        provinces_gdf: GeoDataFrame of provinces (level 2)
+        municipalities_gdf: GeoDataFrame of municipalities (level 3)
+        module_name: Module name for external ID references (e.g., "spp_demo_phl_luzon")
+        xml_id_prefix: Prefix for XML IDs (e.g., "area_luzon")
+
+    Returns:
+        bytes: UTF-8 encoded XML content
+    """
+    root = Element("odoo")
+    root.set("noupdate", "0")
+    root.text = "\n"
+
+    # Add comment
+    comment_text = (
+        "\n    Philippine Administrative Areas (HDX COD-AB)\n"
+        "    Source: https://data.humdata.org/dataset/cod-ab-phl\n"
+        "    License: CC BY-IGO (OCHA, PSA, NAMRIA)\n"
+        "    Generated by scripts/prepare_phl_geodata.py\n"
+    )
+    from xml.etree.ElementTree import Comment
+
+    root.append(Comment(comment_text))
+
+    def make_xml_id(pcode):
+        """Convert a p-code to a valid XML ID."""
+        return f"{xml_id_prefix}_{pcode.lower()}"
+
+    def add_area_record(parent, pcode, name, area_type_ref, parent_pcode=None):
+        """Add an spp.area record element."""
+        record = SubElement(parent, "record")
+        record.set("id", make_xml_id(pcode))
+        record.set("model", "spp.area")
+
+        name_field = SubElement(record, "field")
+        name_field.set("name", "draft_name")
+        name_field.text = name
+
+        code_field = SubElement(record, "field")
+        code_field.set("name", "code")
+        code_field.text = pcode
+
+        type_field = SubElement(record, "field")
+        type_field.set("name", "area_type_id")
+        type_field.set("ref", area_type_ref)
+
+        if parent_pcode:
+            parent_field = SubElement(record, "field")
+            parent_field.set("name", "parent_id")
+            parent_field.set("ref", make_xml_id(parent_pcode))
+
+        record.tail = "\n\n"
+        return record
+
+    # Regions (level 1)
+    root.append(Comment(" Regions "))
+    for _, row in regions_gdf.sort_values(get_pcode_col(1)).iterrows():
+        pcode = row[get_pcode_col(1)]
+        name = row[get_name_col(1)]
+        add_area_record(root, pcode, name, AREA_TYPE_REFS[1])
+
+    # Provinces (level 2)
+    root.append(Comment(" Provinces "))
+    for _, row in provinces_gdf.sort_values(get_pcode_col(2)).iterrows():
+        pcode = row[get_pcode_col(2)]
+        name = row[get_name_col(2)]
+        parent_pcode = row[get_pcode_col(1)]
+        add_area_record(root, pcode, name, AREA_TYPE_REFS[2], parent_pcode)
+
+    # Municipalities (level 3)
+    root.append(Comment(" Municipalities / Cities "))
+    for _, row in municipalities_gdf.sort_values(get_pcode_col(3)).iterrows():
+        pcode = row[get_pcode_col(3)]
+        name = row[get_name_col(3)]
+        parent_pcode = row[get_pcode_col(2)]
+        add_area_record(root, pcode, name, AREA_TYPE_REFS[3], parent_pcode)
+
+    indent(root, space="    ")
+
+    xml_decl = b'<?xml version="1.0" encoding="utf-8" ?>\n'
+    return xml_decl + tostring(root, encoding="utf-8")
+
+
+def build_geojson(regions_gdf, provinces_gdf, municipalities_gdf):
+    """Build a GeoJSON FeatureCollection from all admin levels.
+
+    Each feature has properties: code, name, level.
+
+    Args:
+        regions_gdf: GeoDataFrame of regions
+        provinces_gdf: GeoDataFrame of provinces
+        municipalities_gdf: GeoDataFrame of municipalities
+
+    Returns:
+        dict: GeoJSON FeatureCollection
+    """
+    features = []
+
+    for level, gdf in [(1, regions_gdf), (2, provinces_gdf), (3, municipalities_gdf)]:
+        pcode_col = get_pcode_col(level)
+        name_col = get_name_col(level)
+        level_names = {1: "region", 2: "province", 3: "municipality"}
+
+        for _, row in gdf.iterrows():
+            geom = row["geometry"]
+            if geom is None:
+                continue
+            feature = {
+                "type": "Feature",
+                "properties": {
+                    "code": row[pcode_col],
+                    "name": row[name_col],
+                    "level": level_names[level],
+                },
+                "geometry": json.loads(gpd.GeoSeries([geom]).to_json())["features"][0]["geometry"],
+            }
+            features.append(feature)
+
+    return {
+        "type": "FeatureCollection",
+        "name": "phl_hdx_areas",
+        "crs": {
+            "type": "name",
+            "properties": {"name": "urn:ogc:def:crs:OGC:1.3:CRS84"},
+        },
+        "features": features,
+    }
+
+
+def build_population_csv(municipalities_gdf, pop_data=None):
+    """Build population weights CSV.
+
+    If population data is available, merges it with municipality data.
+    Otherwise, creates a placeholder with equal weights.
+
+    Args:
+        municipalities_gdf: GeoDataFrame of municipalities
+        pop_data: Optional dict of {pcode: population}
+
+    Returns:
+        str: CSV content
+    """
+    import csv
+
+    output = io.StringIO()
+    writer = csv.writer(output)
+    writer.writerow(["pcode", "name", "province_pcode", "region_pcode", "population"])
+
+    pcode_col = get_pcode_col(3)
+    name_col = get_name_col(3)
+
+    for _, row in municipalities_gdf.sort_values(pcode_col).iterrows():
+        pcode = row[pcode_col]
+        name = row[name_col]
+        province_pcode = row[get_pcode_col(2)]
+        region_pcode = row[get_pcode_col(1)]
+
+        if pop_data and pcode in pop_data:
+            population = pop_data[pcode]
+        else:
+            # Default weight of 10000 for municipalities without population data
+            population = 10000
+
+        writer.writerow([pcode, name, province_pcode, region_pcode, population])
+
+    return output.getvalue()
+
+
+def psgc_to_shp_pcode(psgc_code):
+    """Convert a 10-digit PSGC code to the shorter HDX shapefile p-code format.
+
+    PSGC format: PH + RR + PP + CC + BBB (2+2+2+3 digits = 9 digits after PH)
+    SHP format:  PH + RR + 0PP + CC (region + zero-padded province + city)
+
+    Examples:
+        PH012801000 (Adams) -> PH0102801
+        PH133901000 (Manila) -> PH1303901
+        PH012800000 (Ilocos Norte province) -> PH01028
+        PH010000000 (Region I) -> PH01
+
+    Args:
+        psgc_code: 10-digit PSGC code like "PH012801000"
+
+    Returns:
+        Short SHP-format p-code
+    """
+    digits = psgc_code[2:]  # Strip "PH" prefix
+    rr = digits[0:2]  # Region (2 digits)
+    pp = digits[2:4]  # Province (2 digits)
+    cc = digits[4:6]  # City/Municipality (2 digits)
+    bbb = digits[6:9]  # Barangay (3 digits)
+
+    if pp == "00" and cc == "00" and bbb == "000":
+        # Region level
+        return f"PH{rr}"
+    elif cc == "00" and bbb == "000":
+        # Province level: zero-pad province to 3 digits
+        return f"PH{rr}0{pp}"
+    elif bbb == "000":
+        # Municipality level
+        return f"PH{rr}0{pp}{cc}"
+    else:
+        # Barangay level
+        return f"PH{rr}0{pp}{cc}{bbb}"
+
+
+def try_download_population_data(cache_dir, no_cache=False):
+    """Try to download and parse population projection data from HDX.
+
+    The population file uses 10-digit PSGC codes (e.g., PH012801000) while
+    the shapefiles use shorter codes (e.g., PH0102801). This function returns
+    data keyed by the short SHP codes for direct matching.
+
+    This is best-effort: if the download fails or format changes, we
+    fall back to equal weights.
+
+    Returns:
+        dict of {shp_pcode: population} or None
+    """
+    try:
+        # Use the HDX CKAN API to find the download URL
+        api_url = "https://data.humdata.org/api/3/action/package_show?id=a8fa512a-0a12-4753-ba46-b722eaac6d66"
+        _logger.info("Fetching population dataset metadata...")
+        resp = requests.get(api_url, timeout=30)
+        resp.raise_for_status()
+        dataset = resp.json()["result"]
+
+        # Find the Excel/CSV resource (prefer one with "adm3" in name)
+        download_url = None
+        for resource in dataset.get("resources", []):
+            fmt = resource.get("format", "").upper()
+            name = resource.get("name", "").lower()
+            if fmt in ("CSV", "XLSX", "XLS") and "adm3" in name:
+                download_url = resource["url"]
+                break
+
+        if not download_url:
+            for resource in dataset.get("resources", []):
+                fmt = resource.get("format", "").upper()
+                if fmt in ("CSV", "XLSX", "XLS"):
+                    download_url = resource["url"]
+                    break
+
+        if not download_url:
+            _logger.warning("No CSV/Excel resource found in population dataset")
+            return None
+
+        ext = ".xlsx" if "xlsx" in download_url.lower() or "xls" in download_url.lower() else ".csv"
+        pop_file = download_with_cache(download_url, f"phl_population_adm3{ext}", cache_dir, no_cache)
+
+        import pandas as pd
+
+        if ext == ".xlsx":
+            df = pd.read_excel(pop_file)
+        else:
+            df = pd.read_csv(pop_file)
+
+        _logger.info("Population data columns: %s", list(df.columns))
+
+        # Expected columns: Mun_Pcode (PSGC format), July2025 (or latest year)
+        pcode_col = None
+        pop_col = None
+
+        for col in df.columns:
+            col_lower = col.lower()
+            if "mun" in col_lower and "pcode" in col_lower:
+                pcode_col = col
+            elif "adm3" in col_lower and "pcode" in col_lower:
+                pcode_col = col
+
+        # Find the most recent population year column (prefer July2025, then 2024, etc.)
+        for year in ["2025", "2024", "2023", "2022", "2021", "2020"]:
+            for col in df.columns:
+                if year in col:
+                    pop_col = col
+                    break
+            if pop_col:
+                break
+
+        if not pcode_col or not pop_col:
+            _logger.warning(
+                "Could not identify columns. pcode=%s, pop=%s. Available: %s",
+                pcode_col, pop_col, list(df.columns),
+            )
+            return None
+
+        _logger.info("Using columns: pcode=%s, population=%s", pcode_col, pop_col)
+
+        # Build dict keyed by SHP-format p-codes
+        pop_data = {}
+        for _, row in df.iterrows():
+            psgc_code = str(row[pcode_col]).strip()
+            try:
+                population = int(float(row[pop_col]))
+                if population > 0:
+                    shp_code = psgc_to_shp_pcode(psgc_code)
+                    pop_data[shp_code] = population
+            except (ValueError, TypeError):
+                continue
+
+        _logger.info("Loaded population data for %d municipalities", len(pop_data))
+        return pop_data
+
+    except Exception as e:
+        _logger.warning("Failed to download population data: %s", e)
+        _logger.warning("Falling back to equal weights")
+        return None
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="Prepare Philippine geodata from HDX for OpenSPP demo modules.",
+        formatter_class=argparse.RawDescriptionHelpFormatter,
+        epilog=__doc__,
+    )
+    parser.add_argument(
+        "--simplify-tolerance",
+        type=float,
+        default=0.005,
+        help="Geometry simplification tolerance in degrees (default: 0.005, ~500m)",
+    )
+    parser.add_argument(
+        "--no-cache",
+        action="store_true",
+        help="Force re-download of all files",
+    )
+    parser.add_argument(
+        "--luzon-only",
+        action="store_true",
+        help="Only generate Luzon tier (skip base tier)",
+    )
+    parser.add_argument(
+        "--base-only",
+        action="store_true",
+        help="Only generate base tier (skip Luzon tier)",
+    )
+    args = parser.parse_args()
+
+    # Determine project root (script is in scripts/)
+    project_root = Path(__file__).parent.parent.resolve()
+    _logger.info("Project root: %s", project_root)
+
+    # Step 1: Download HDX shapefile
+    shp_zip = download_with_cache(
+        COD_AB_URL,
+        "phl_adm_psa_namria_20231106_shp.zip",
+        CACHE_DIR,
+        args.no_cache,
+    )
+
+    # Step 2: Find shapefile names inside zip
+    shp_names = {}
+    for level, pattern in SHP_PATTERNS.items():
+        shp_name = find_shapefile_in_zip(shp_zip, pattern)
+        if not shp_name:
+            _logger.error("Could not find level %d shapefile matching pattern '%s' in zip", level, pattern)
+            sys.exit(1)
+        shp_names[level] = shp_name
+        _logger.info("Found level %d shapefile: %s", level, shp_name)
+
+    # Step 3: Read shapefiles
+    gdfs = {}
+    for level, shp_name in shp_names.items():
+        gdfs[level] = read_shapefile_from_zip(shp_zip, shp_name)
+        _logger.info("  Level %d: %d features, columns: %s", level, len(gdfs[level]), list(gdfs[level].columns))
+
+    # Step 4: Filter and simplify for each tier
+    luzon_codes = set(LUZON_REGION_CODES.keys())
+
+    # Luzon tier
+    luzon_gdfs = {}
+    for level in [1, 2, 3]:
+        filtered = filter_luzon(gdfs[level], level, luzon_codes)
+        luzon_gdfs[level] = simplify_geometries(filtered, args.simplify_tolerance)
+
+    # Base tier (NCR + CALABARZON)
+    base_gdfs = {}
+    for level in [1, 2, 3]:
+        filtered = filter_luzon(gdfs[level], level, BASE_REGION_CODES)
+        base_gdfs[level] = simplify_geometries(filtered, args.simplify_tolerance)
+
+    # Step 5: Download population data
+    pop_data = try_download_population_data(CACHE_DIR, args.no_cache)
+
+    # Step 6: Generate outputs
+    if not args.luzon_only:
+        _generate_base_tier(project_root, base_gdfs)
+
+    if not args.base_only:
+        _generate_luzon_tier(project_root, luzon_gdfs, pop_data)
+
+    _logger.info("Done!")
+
+
+def _generate_base_tier(project_root, gdfs):
+    """Generate base tier output (NCR + CALABARZON) into spp_demo/data/."""
+    _logger.info("=== Generating base tier (NCR + CALABARZON) ===")
+
+    base_dir = project_root / "spp_demo" / "data"
+
+    # Areas XML
+    xml_content = build_areas_xml(
+        gdfs[1], gdfs[2], gdfs[3],
+        module_name="spp_demo",
+        xml_id_prefix="area_phl",
+    )
+    areas_path = base_dir / "countries" / "phl" / "areas.xml"
+    areas_path.parent.mkdir(parents=True, exist_ok=True)
+    areas_path.write_bytes(xml_content)
+    _logger.info("Wrote %s (%d bytes)", areas_path, len(xml_content))
+
+    # Count records per level
+    for level, name in [(1, "regions"), (2, "provinces"), (3, "municipalities")]:
+        _logger.info("  %d %s", len(gdfs[level]), name)
+
+    # GeoJSON
+    geojson = build_geojson(gdfs[1], gdfs[2], gdfs[3])
+    shapes_dir = base_dir / "shapes"
+    shapes_dir.mkdir(parents=True, exist_ok=True)
+    geojson_path = shapes_dir / "phl_curated.geojson"
+    with open(geojson_path, "w", encoding="utf-8") as f:
+        json.dump(geojson, f)
+    size_mb = geojson_path.stat().st_size / (1024 * 1024)
+    _logger.info("Wrote %s (%.1f MB, %d features)", geojson_path, size_mb, len(geojson["features"]))
+
+
+def _generate_luzon_tier(project_root, gdfs, pop_data):
+    """Generate Luzon tier output into spp_demo_phl_luzon/data/."""
+    _logger.info("=== Generating Luzon tier (all 8 regions) ===")
+
+    luzon_dir = project_root / "spp_demo_phl_luzon" / "data"
+    luzon_dir.mkdir(parents=True, exist_ok=True)
+
+    # Areas XML
+    xml_content = build_areas_xml(
+        gdfs[1], gdfs[2], gdfs[3],
+        module_name="spp_demo_phl_luzon",
+        xml_id_prefix="area_luzon",
+    )
+    areas_path = luzon_dir / "areas_luzon.xml"
+    areas_path.write_bytes(xml_content)
+    _logger.info("Wrote %s (%d bytes)", areas_path, len(xml_content))
+
+    # Count records per level
+    for level, name in [(1, "regions"), (2, "provinces"), (3, "municipalities")]:
+        _logger.info("  %d %s", len(gdfs[level]), name)
+
+    # GeoJSON
+    geojson = build_geojson(gdfs[1], gdfs[2], gdfs[3])
+    shapes_dir = luzon_dir / "shapes"
+    shapes_dir.mkdir(parents=True, exist_ok=True)
+    geojson_path = shapes_dir / "phl_luzon.geojson"
+    with open(geojson_path, "w", encoding="utf-8") as f:
+        json.dump(geojson, f)
+    size_mb = geojson_path.stat().st_size / (1024 * 1024)
+    _logger.info("Wrote %s (%.1f MB, %d features)", geojson_path, size_mb, len(geojson["features"]))
+
+    # Population weights CSV
+    csv_content = build_population_csv(gdfs[3], pop_data)
+    csv_path = luzon_dir / "population_weights.csv"
+    csv_path.write_text(csv_content, encoding="utf-8")
+    _logger.info("Wrote %s (%d municipalities)", csv_path, len(gdfs[3]))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/spp_demo/data/countries/phl/areas.xml b/spp_demo/data/countries/phl/areas.xml
index 6f25bc10..eadd5ff6 100644
--- a/spp_demo/data/countries/phl/areas.xml
+++ b/spp_demo/data/countries/phl/areas.xml
@@ -1,213 +1,1030 @@
 <?xml version="1.0" encoding="utf-8" ?>
 <odoo noupdate="0">
-    <!-- Philippines Curated Demo Areas
-         Focused on NCR (Metro Manila) and CALABARZON (Region IV-A)
-         Based on Philippine Standard Geographic Code (PSGC)
-
-         Demo data: noupdate="0" means it will be recreated on module reinstall
-    -->
-
-    <!-- ========== REGIONS ========== -->
-    <record id="area_phl_ncr" model="spp.area">
-        <field name="draft_name">National Capital Region</field>
-        <field name="code">PH-00</field>
-        <field name="area_type_id" ref="area_kind_phl_region" />
-    </record>
-
-    <record id="area_phl_calabarzon" model="spp.area">
-        <field name="draft_name">CALABARZON</field>
-        <field name="code">PH-40</field>
-        <field name="area_type_id" ref="area_kind_phl_region" />
-    </record>
-
-    <!-- ========== PROVINCES (NCR is special - no provinces, cities are direct) ========== -->
-    <!-- For NCR, we use "Metro Manila" as a logical province grouping -->
-    <record id="area_phl_metro_manila" model="spp.area">
-        <field name="draft_name">Metro Manila</field>
-        <field name="code">PH-00-MM</field>
-        <field name="parent_id" ref="area_phl_ncr" />
-        <field name="area_type_id" ref="area_kind_phl_province" />
-    </record>
-
-    <record id="area_phl_cavite" model="spp.area">
+    <!--
+    Philippine Administrative Areas (HDX COD-AB)
+    Source: https://data.humdata.org/dataset/cod-ab-phl
+    License: CC BY-IGO (OCHA, PSA, NAMRIA)
+    Generated by scripts/prepare_phl_geodata.py
+-->
+    <!-- Regions -->
+    <record id="area_phl_ph04" model="spp.area">
+        <field name="draft_name">Region IV-A (Calabarzon)</field>
+        <field name="code">PH04</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <record id="area_phl_ph13" model="spp.area">
+        <field name="draft_name">National Capital Region (NCR)</field>
+        <field name="code">PH13</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <!-- Provinces -->
+    <record id="area_phl_ph04010" model="spp.area">
+        <field name="draft_name">Batangas</field>
+        <field name="code">PH04010</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_phl_ph04" />
+    </record>
+    <record id="area_phl_ph04021" model="spp.area">
         <field name="draft_name">Cavite</field>
-        <field name="code">PH-40-21</field>
-        <field name="parent_id" ref="area_phl_calabarzon" />
-        <field name="area_type_id" ref="area_kind_phl_province" />
+        <field name="code">PH04021</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_phl_ph04" />
     </record>
-
-    <record id="area_phl_laguna" model="spp.area">
+    <record id="area_phl_ph04034" model="spp.area">
         <field name="draft_name">Laguna</field>
-        <field name="code">PH-40-34</field>
-        <field name="parent_id" ref="area_phl_calabarzon" />
-        <field name="area_type_id" ref="area_kind_phl_province" />
+        <field name="code">PH04034</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_phl_ph04" />
     </record>
-
-    <record id="area_phl_rizal" model="spp.area">
+    <record id="area_phl_ph04056" model="spp.area">
+        <field name="draft_name">Quezon</field>
+        <field name="code">PH04056</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_phl_ph04" />
+    </record>
+    <record id="area_phl_ph04058" model="spp.area">
         <field name="draft_name">Rizal</field>
-        <field name="code">PH-40-58</field>
-        <field name="parent_id" ref="area_phl_calabarzon" />
-        <field name="area_type_id" ref="area_kind_phl_province" />
+        <field name="code">PH04058</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_phl_ph04" />
     </record>
-
-    <!-- ========== CITIES/MUNICIPALITIES (NCR) ========== -->
-    <record id="area_phl_quezon_city" model="spp.area">
-        <field name="draft_name">Quezon City</field>
-        <field name="code">PH-00-74</field>
-        <field name="parent_id" ref="area_phl_metro_manila" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
+    <record id="area_phl_ph13039" model="spp.area">
+        <field name="draft_name">Metropolitan Manila First District</field>
+        <field name="code">PH13039</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_phl_ph13" />
     </record>
-
-    <record id="area_phl_manila" model="spp.area">
-        <field name="draft_name">City of Manila</field>
-        <field name="code">PH-00-39</field>
-        <field name="parent_id" ref="area_phl_metro_manila" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <record id="area_phl_makati" model="spp.area">
-        <field name="draft_name">Makati City</field>
-        <field name="code">PH-00-38</field>
-        <field name="parent_id" ref="area_phl_metro_manila" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <record id="area_phl_taguig" model="spp.area">
-        <field name="draft_name">Taguig City</field>
-        <field name="code">PH-00-79</field>
-        <field name="parent_id" ref="area_phl_metro_manila" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <record id="area_phl_pasig" model="spp.area">
-        <field name="draft_name">Pasig City</field>
-        <field name="code">PH-00-76</field>
-        <field name="parent_id" ref="area_phl_metro_manila" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <!-- ========== CITIES/MUNICIPALITIES (CALABARZON) ========== -->
-    <record id="area_phl_calamba" model="spp.area">
-        <field name="draft_name">Calamba City</field>
-        <field name="code">PH-40-34-08</field>
-        <field name="parent_id" ref="area_phl_laguna" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <record id="area_phl_santa_rosa" model="spp.area">
-        <field name="draft_name">Santa Rosa City</field>
-        <field name="code">PH-40-34-26</field>
-        <field name="parent_id" ref="area_phl_laguna" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <record id="area_phl_san_pablo" model="spp.area">
-        <field name="draft_name">San Pablo City</field>
-        <field name="code">PH-40-34-24</field>
-        <field name="parent_id" ref="area_phl_laguna" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <record id="area_phl_antipolo" model="spp.area">
-        <field name="draft_name">Antipolo City</field>
-        <field name="code">PH-40-58-01</field>
-        <field name="parent_id" ref="area_phl_rizal" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <record id="area_phl_bacoor" model="spp.area">
+    <record id="area_phl_ph13074" model="spp.area">
+        <field name="draft_name">Metropolitan Manila Second District</field>
+        <field name="code">PH13074</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_phl_ph13" />
+    </record>
+    <record id="area_phl_ph13075" model="spp.area">
+        <field name="draft_name">Metropolitan Manila Third District</field>
+        <field name="code">PH13075</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_phl_ph13" />
+    </record>
+    <record id="area_phl_ph13076" model="spp.area">
+        <field name="draft_name">Metropolitan Manila Fourth District</field>
+        <field name="code">PH13076</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_phl_ph13" />
+    </record>
+    <!-- Municipalities / Cities -->
+    <record id="area_phl_ph0401001" model="spp.area">
+        <field name="draft_name">Agoncillo</field>
+        <field name="code">PH0401001</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401002" model="spp.area">
+        <field name="draft_name">Alitagtag</field>
+        <field name="code">PH0401002</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401003" model="spp.area">
+        <field name="draft_name">Balayan</field>
+        <field name="code">PH0401003</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401004" model="spp.area">
+        <field name="draft_name">Balete</field>
+        <field name="code">PH0401004</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401005" model="spp.area">
+        <field name="draft_name">Batangas City (Capital)</field>
+        <field name="code">PH0401005</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401006" model="spp.area">
+        <field name="draft_name">Bauan</field>
+        <field name="code">PH0401006</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401007" model="spp.area">
+        <field name="draft_name">City of Calaca</field>
+        <field name="code">PH0401007</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401008" model="spp.area">
+        <field name="draft_name">Calatagan</field>
+        <field name="code">PH0401008</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401009" model="spp.area">
+        <field name="draft_name">Cuenca</field>
+        <field name="code">PH0401009</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401010" model="spp.area">
+        <field name="draft_name">Ibaan</field>
+        <field name="code">PH0401010</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401011" model="spp.area">
+        <field name="draft_name">Laurel</field>
+        <field name="code">PH0401011</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401012" model="spp.area">
+        <field name="draft_name">Lemery</field>
+        <field name="code">PH0401012</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401013" model="spp.area">
+        <field name="draft_name">Lian</field>
+        <field name="code">PH0401013</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401014" model="spp.area">
+        <field name="draft_name">Lipa City</field>
+        <field name="code">PH0401014</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401015" model="spp.area">
+        <field name="draft_name">Lobo</field>
+        <field name="code">PH0401015</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401016" model="spp.area">
+        <field name="draft_name">Mabini</field>
+        <field name="code">PH0401016</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401017" model="spp.area">
+        <field name="draft_name">Malvar</field>
+        <field name="code">PH0401017</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401018" model="spp.area">
+        <field name="draft_name">Mataasnakahoy</field>
+        <field name="code">PH0401018</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401019" model="spp.area">
+        <field name="draft_name">Nasugbu</field>
+        <field name="code">PH0401019</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401020" model="spp.area">
+        <field name="draft_name">Padre Garcia</field>
+        <field name="code">PH0401020</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401021" model="spp.area">
+        <field name="draft_name">Rosario</field>
+        <field name="code">PH0401021</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401022" model="spp.area">
+        <field name="draft_name">San Jose</field>
+        <field name="code">PH0401022</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401023" model="spp.area">
+        <field name="draft_name">San Juan</field>
+        <field name="code">PH0401023</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401024" model="spp.area">
+        <field name="draft_name">San Luis</field>
+        <field name="code">PH0401024</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401025" model="spp.area">
+        <field name="draft_name">San Nicolas</field>
+        <field name="code">PH0401025</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401026" model="spp.area">
+        <field name="draft_name">San Pascual</field>
+        <field name="code">PH0401026</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401027" model="spp.area">
+        <field name="draft_name">Santa Teresita</field>
+        <field name="code">PH0401027</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401028" model="spp.area">
+        <field name="draft_name">City of Sto. Tomas</field>
+        <field name="code">PH0401028</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401029" model="spp.area">
+        <field name="draft_name">Taal</field>
+        <field name="code">PH0401029</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401030" model="spp.area">
+        <field name="draft_name">Talisay</field>
+        <field name="code">PH0401030</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401031" model="spp.area">
+        <field name="draft_name">City of Tanauan</field>
+        <field name="code">PH0401031</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401032" model="spp.area">
+        <field name="draft_name">Taysan</field>
+        <field name="code">PH0401032</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401033" model="spp.area">
+        <field name="draft_name">Tingloy</field>
+        <field name="code">PH0401033</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0401034" model="spp.area">
+        <field name="draft_name">Tuy</field>
+        <field name="code">PH0401034</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04010" />
+    </record>
+    <record id="area_phl_ph0402101" model="spp.area">
+        <field name="draft_name">Alfonso</field>
+        <field name="code">PH0402101</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402102" model="spp.area">
+        <field name="draft_name">Amadeo</field>
+        <field name="code">PH0402102</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402103" model="spp.area">
         <field name="draft_name">Bacoor City</field>
-        <field name="code">PH-40-21-03</field>
-        <field name="parent_id" ref="area_phl_cavite" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <record id="area_phl_dasmarinas" model="spp.area">
-        <field name="draft_name">Dasmarinas City</field>
-        <field name="code">PH-40-21-09</field>
-        <field name="parent_id" ref="area_phl_cavite" />
-        <field name="area_type_id" ref="area_kind_phl_municipality" />
-    </record>
-
-    <!-- ========== BARANGAYS (Quezon City) ========== -->
-    <record id="area_phl_qc_loyola_heights" model="spp.area">
-        <field name="draft_name">Loyola Heights</field>
-        <field name="code">PH-00-74-061</field>
-        <field name="parent_id" ref="area_phl_quezon_city" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <record id="area_phl_qc_commonwealth" model="spp.area">
-        <field name="draft_name">Commonwealth</field>
-        <field name="code">PH-00-74-028</field>
-        <field name="parent_id" ref="area_phl_quezon_city" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <record id="area_phl_qc_fairview" model="spp.area">
-        <field name="draft_name">Fairview</field>
-        <field name="code">PH-00-74-044</field>
-        <field name="parent_id" ref="area_phl_quezon_city" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <!-- ========== BARANGAYS (Makati) ========== -->
-    <record id="area_phl_makati_poblacion" model="spp.area">
-        <field name="draft_name">Poblacion</field>
-        <field name="code">PH-00-38-020</field>
-        <field name="parent_id" ref="area_phl_makati" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <record id="area_phl_makati_bel_air" model="spp.area">
-        <field name="draft_name">Bel-Air</field>
-        <field name="code">PH-00-38-004</field>
-        <field name="parent_id" ref="area_phl_makati" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <!-- ========== BARANGAYS (Calamba) ========== -->
-    <record id="area_phl_calamba_real" model="spp.area">
+        <field name="code">PH0402103</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402104" model="spp.area">
+        <field name="draft_name">Carmona</field>
+        <field name="code">PH0402104</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402105" model="spp.area">
+        <field name="draft_name">Cavite City</field>
+        <field name="code">PH0402105</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402106" model="spp.area">
+        <field name="draft_name">City of Dasmariñas</field>
+        <field name="code">PH0402106</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402107" model="spp.area">
+        <field name="draft_name">General Emilio Aguinaldo</field>
+        <field name="code">PH0402107</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402108" model="spp.area">
+        <field name="draft_name">City of General Trias</field>
+        <field name="code">PH0402108</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402109" model="spp.area">
+        <field name="draft_name">Imus City</field>
+        <field name="code">PH0402109</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402110" model="spp.area">
+        <field name="draft_name">Indang</field>
+        <field name="code">PH0402110</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402111" model="spp.area">
+        <field name="draft_name">Kawit</field>
+        <field name="code">PH0402111</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402112" model="spp.area">
+        <field name="draft_name">Magallanes</field>
+        <field name="code">PH0402112</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402113" model="spp.area">
+        <field name="draft_name">Maragondon</field>
+        <field name="code">PH0402113</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402114" model="spp.area">
+        <field name="draft_name">Mendez (Mendez-Nuñez)</field>
+        <field name="code">PH0402114</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402115" model="spp.area">
+        <field name="draft_name">Naic</field>
+        <field name="code">PH0402115</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402116" model="spp.area">
+        <field name="draft_name">Noveleta</field>
+        <field name="code">PH0402116</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402117" model="spp.area">
+        <field name="draft_name">Rosario</field>
+        <field name="code">PH0402117</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402118" model="spp.area">
+        <field name="draft_name">Silang</field>
+        <field name="code">PH0402118</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402119" model="spp.area">
+        <field name="draft_name">Tagaytay City</field>
+        <field name="code">PH0402119</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402120" model="spp.area">
+        <field name="draft_name">Tanza</field>
+        <field name="code">PH0402120</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402121" model="spp.area">
+        <field name="draft_name">Ternate</field>
+        <field name="code">PH0402121</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402122" model="spp.area">
+        <field name="draft_name">Trece Martires City (Capital)</field>
+        <field name="code">PH0402122</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0402123" model="spp.area">
+        <field name="draft_name">Gen. Mariano Alvarez</field>
+        <field name="code">PH0402123</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04021" />
+    </record>
+    <record id="area_phl_ph0403401" model="spp.area">
+        <field name="draft_name">Alaminos</field>
+        <field name="code">PH0403401</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403402" model="spp.area">
+        <field name="draft_name">Bay</field>
+        <field name="code">PH0403402</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403403" model="spp.area">
+        <field name="draft_name">City of Biñan</field>
+        <field name="code">PH0403403</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403404" model="spp.area">
+        <field name="draft_name">Cabuyao City</field>
+        <field name="code">PH0403404</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403405" model="spp.area">
+        <field name="draft_name">City of Calamba</field>
+        <field name="code">PH0403405</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403406" model="spp.area">
+        <field name="draft_name">Calauan</field>
+        <field name="code">PH0403406</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403407" model="spp.area">
+        <field name="draft_name">Cavinti</field>
+        <field name="code">PH0403407</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403408" model="spp.area">
+        <field name="draft_name">Famy</field>
+        <field name="code">PH0403408</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403409" model="spp.area">
+        <field name="draft_name">Kalayaan</field>
+        <field name="code">PH0403409</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403410" model="spp.area">
+        <field name="draft_name">Liliw</field>
+        <field name="code">PH0403410</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403411" model="spp.area">
+        <field name="draft_name">Los Baños</field>
+        <field name="code">PH0403411</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403412" model="spp.area">
+        <field name="draft_name">Luisiana</field>
+        <field name="code">PH0403412</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403413" model="spp.area">
+        <field name="draft_name">Lumban</field>
+        <field name="code">PH0403413</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403414" model="spp.area">
+        <field name="draft_name">Mabitac</field>
+        <field name="code">PH0403414</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403415" model="spp.area">
+        <field name="draft_name">Magdalena</field>
+        <field name="code">PH0403415</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403416" model="spp.area">
+        <field name="draft_name">Majayjay</field>
+        <field name="code">PH0403416</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403417" model="spp.area">
+        <field name="draft_name">Nagcarlan</field>
+        <field name="code">PH0403417</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403418" model="spp.area">
+        <field name="draft_name">Paete</field>
+        <field name="code">PH0403418</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403419" model="spp.area">
+        <field name="draft_name">Pagsanjan</field>
+        <field name="code">PH0403419</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403420" model="spp.area">
+        <field name="draft_name">Pakil</field>
+        <field name="code">PH0403420</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403421" model="spp.area">
+        <field name="draft_name">Pangil</field>
+        <field name="code">PH0403421</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403422" model="spp.area">
+        <field name="draft_name">Pila</field>
+        <field name="code">PH0403422</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403423" model="spp.area">
+        <field name="draft_name">Rizal</field>
+        <field name="code">PH0403423</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403424" model="spp.area">
+        <field name="draft_name">San Pablo City</field>
+        <field name="code">PH0403424</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403425" model="spp.area">
+        <field name="draft_name">City of San Pedro</field>
+        <field name="code">PH0403425</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403426" model="spp.area">
+        <field name="draft_name">Santa Cruz (Capital)</field>
+        <field name="code">PH0403426</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403427" model="spp.area">
+        <field name="draft_name">Santa Maria</field>
+        <field name="code">PH0403427</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403428" model="spp.area">
+        <field name="draft_name">City of Santa Rosa</field>
+        <field name="code">PH0403428</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403429" model="spp.area">
+        <field name="draft_name">Siniloan</field>
+        <field name="code">PH0403429</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0403430" model="spp.area">
+        <field name="draft_name">Victoria</field>
+        <field name="code">PH0403430</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04034" />
+    </record>
+    <record id="area_phl_ph0405601" model="spp.area">
+        <field name="draft_name">Agdangan</field>
+        <field name="code">PH0405601</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405602" model="spp.area">
+        <field name="draft_name">Alabat</field>
+        <field name="code">PH0405602</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405603" model="spp.area">
+        <field name="draft_name">Atimonan</field>
+        <field name="code">PH0405603</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405605" model="spp.area">
+        <field name="draft_name">Buenavista</field>
+        <field name="code">PH0405605</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405606" model="spp.area">
+        <field name="draft_name">Burdeos</field>
+        <field name="code">PH0405606</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405607" model="spp.area">
+        <field name="draft_name">Calauag</field>
+        <field name="code">PH0405607</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405608" model="spp.area">
+        <field name="draft_name">Candelaria</field>
+        <field name="code">PH0405608</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405610" model="spp.area">
+        <field name="draft_name">Catanauan</field>
+        <field name="code">PH0405610</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405615" model="spp.area">
+        <field name="draft_name">Dolores</field>
+        <field name="code">PH0405615</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405616" model="spp.area">
+        <field name="draft_name">General Luna</field>
+        <field name="code">PH0405616</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405617" model="spp.area">
+        <field name="draft_name">General Nakar</field>
+        <field name="code">PH0405617</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405618" model="spp.area">
+        <field name="draft_name">Guinayangan</field>
+        <field name="code">PH0405618</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405619" model="spp.area">
+        <field name="draft_name">Gumaca</field>
+        <field name="code">PH0405619</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405620" model="spp.area">
+        <field name="draft_name">Infanta</field>
+        <field name="code">PH0405620</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405621" model="spp.area">
+        <field name="draft_name">Jomalig</field>
+        <field name="code">PH0405621</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405622" model="spp.area">
+        <field name="draft_name">Lopez</field>
+        <field name="code">PH0405622</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405623" model="spp.area">
+        <field name="draft_name">Lucban</field>
+        <field name="code">PH0405623</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405624" model="spp.area">
+        <field name="draft_name">Lucena City (Capital)</field>
+        <field name="code">PH0405624</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405625" model="spp.area">
+        <field name="draft_name">Macalelon</field>
+        <field name="code">PH0405625</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405627" model="spp.area">
+        <field name="draft_name">Mauban</field>
+        <field name="code">PH0405627</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405628" model="spp.area">
+        <field name="draft_name">Mulanay</field>
+        <field name="code">PH0405628</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405629" model="spp.area">
+        <field name="draft_name">Padre Burgos</field>
+        <field name="code">PH0405629</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405630" model="spp.area">
+        <field name="draft_name">Pagbilao</field>
+        <field name="code">PH0405630</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405631" model="spp.area">
+        <field name="draft_name">Panukulan</field>
+        <field name="code">PH0405631</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405632" model="spp.area">
+        <field name="draft_name">Patnanungan</field>
+        <field name="code">PH0405632</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405633" model="spp.area">
+        <field name="draft_name">Perez</field>
+        <field name="code">PH0405633</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405634" model="spp.area">
+        <field name="draft_name">Pitogo</field>
+        <field name="code">PH0405634</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405635" model="spp.area">
+        <field name="draft_name">Plaridel</field>
+        <field name="code">PH0405635</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405636" model="spp.area">
+        <field name="draft_name">Polillo</field>
+        <field name="code">PH0405636</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405637" model="spp.area">
+        <field name="draft_name">Quezon</field>
+        <field name="code">PH0405637</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405638" model="spp.area">
         <field name="draft_name">Real</field>
-        <field name="code">PH-40-34-08-034</field>
-        <field name="parent_id" ref="area_phl_calamba" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <record id="area_phl_calamba_crossing" model="spp.area">
-        <field name="draft_name">Crossing</field>
-        <field name="code">PH-40-34-08-011</field>
-        <field name="parent_id" ref="area_phl_calamba" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <!-- ========== BARANGAYS (Santa Rosa) ========== -->
-    <record id="area_phl_santa_rosa_balibago" model="spp.area">
-        <field name="draft_name">Balibago</field>
-        <field name="code">PH-40-34-26-002</field>
-        <field name="parent_id" ref="area_phl_santa_rosa" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <record id="area_phl_santa_rosa_tagapo" model="spp.area">
-        <field name="draft_name">Tagapo</field>
-        <field name="code">PH-40-34-26-017</field>
-        <field name="parent_id" ref="area_phl_santa_rosa" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <!-- ========== BARANGAYS (Antipolo) ========== -->
-    <record id="area_phl_antipolo_dela_paz" model="spp.area">
-        <field name="draft_name">Dela Paz</field>
-        <field name="code">PH-40-58-01-005</field>
-        <field name="parent_id" ref="area_phl_antipolo" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-
-    <record id="area_phl_antipolo_san_roque" model="spp.area">
-        <field name="draft_name">San Roque</field>
-        <field name="code">PH-40-58-01-015</field>
-        <field name="parent_id" ref="area_phl_antipolo" />
-        <field name="area_type_id" ref="area_kind_phl_barangay" />
-    </record>
-</odoo>
+        <field name="code">PH0405638</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405639" model="spp.area">
+        <field name="draft_name">Sampaloc</field>
+        <field name="code">PH0405639</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405640" model="spp.area">
+        <field name="draft_name">San Andres</field>
+        <field name="code">PH0405640</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405641" model="spp.area">
+        <field name="draft_name">San Antonio</field>
+        <field name="code">PH0405641</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405642" model="spp.area">
+        <field name="draft_name">San Francisco (Aurora)</field>
+        <field name="code">PH0405642</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405644" model="spp.area">
+        <field name="draft_name">San Narciso</field>
+        <field name="code">PH0405644</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405645" model="spp.area">
+        <field name="draft_name">Sariaya</field>
+        <field name="code">PH0405645</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405646" model="spp.area">
+        <field name="draft_name">Tagkawayan</field>
+        <field name="code">PH0405646</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405647" model="spp.area">
+        <field name="draft_name">City of Tayabas</field>
+        <field name="code">PH0405647</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405648" model="spp.area">
+        <field name="draft_name">Tiaong</field>
+        <field name="code">PH0405648</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405649" model="spp.area">
+        <field name="draft_name">Unisan</field>
+        <field name="code">PH0405649</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04056" />
+    </record>
+    <record id="area_phl_ph0405801" model="spp.area">
+        <field name="draft_name">Angono</field>
+        <field name="code">PH0405801</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405802" model="spp.area">
+        <field name="draft_name">City of Antipolo</field>
+        <field name="code">PH0405802</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405803" model="spp.area">
+        <field name="draft_name">Baras</field>
+        <field name="code">PH0405803</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405804" model="spp.area">
+        <field name="draft_name">Binangonan</field>
+        <field name="code">PH0405804</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405805" model="spp.area">
+        <field name="draft_name">Cainta</field>
+        <field name="code">PH0405805</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405806" model="spp.area">
+        <field name="draft_name">Cardona</field>
+        <field name="code">PH0405806</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405807" model="spp.area">
+        <field name="draft_name">Jala-jala</field>
+        <field name="code">PH0405807</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405808" model="spp.area">
+        <field name="draft_name">Rodriguez (Montalban)</field>
+        <field name="code">PH0405808</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405809" model="spp.area">
+        <field name="draft_name">Morong</field>
+        <field name="code">PH0405809</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405810" model="spp.area">
+        <field name="draft_name">Pililla</field>
+        <field name="code">PH0405810</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405811" model="spp.area">
+        <field name="draft_name">San Mateo</field>
+        <field name="code">PH0405811</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405812" model="spp.area">
+        <field name="draft_name">Tanay</field>
+        <field name="code">PH0405812</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405813" model="spp.area">
+        <field name="draft_name">Taytay</field>
+        <field name="code">PH0405813</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph0405814" model="spp.area">
+        <field name="draft_name">Teresa</field>
+        <field name="code">PH0405814</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph04058" />
+    </record>
+    <record id="area_phl_ph1303901" model="spp.area">
+        <field name="draft_name">City of Manila</field>
+        <field name="code">PH1303901</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13039" />
+    </record>
+    <record id="area_phl_ph1307401" model="spp.area">
+        <field name="draft_name">City of Mandaluyong</field>
+        <field name="code">PH1307401</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13074" />
+    </record>
+    <record id="area_phl_ph1307402" model="spp.area">
+        <field name="draft_name">City of Marikina</field>
+        <field name="code">PH1307402</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13074" />
+    </record>
+    <record id="area_phl_ph1307403" model="spp.area">
+        <field name="draft_name">City of Pasig</field>
+        <field name="code">PH1307403</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13074" />
+    </record>
+    <record id="area_phl_ph1307404" model="spp.area">
+        <field name="draft_name">Quezon City</field>
+        <field name="code">PH1307404</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13074" />
+    </record>
+    <record id="area_phl_ph1307405" model="spp.area">
+        <field name="draft_name">City of San Juan</field>
+        <field name="code">PH1307405</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13074" />
+    </record>
+    <record id="area_phl_ph1307501" model="spp.area">
+        <field name="draft_name">Caloocan City</field>
+        <field name="code">PH1307501</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13075" />
+    </record>
+    <record id="area_phl_ph1307502" model="spp.area">
+        <field name="draft_name">City of Malabon</field>
+        <field name="code">PH1307502</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13075" />
+    </record>
+    <record id="area_phl_ph1307503" model="spp.area">
+        <field name="draft_name">City of Navotas</field>
+        <field name="code">PH1307503</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13075" />
+    </record>
+    <record id="area_phl_ph1307504" model="spp.area">
+        <field name="draft_name">City of Valenzuela</field>
+        <field name="code">PH1307504</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13075" />
+    </record>
+    <record id="area_phl_ph1307601" model="spp.area">
+        <field name="draft_name">City of Las Piñas</field>
+        <field name="code">PH1307601</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13076" />
+    </record>
+    <record id="area_phl_ph1307602" model="spp.area">
+        <field name="draft_name">City of Makati</field>
+        <field name="code">PH1307602</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13076" />
+    </record>
+    <record id="area_phl_ph1307603" model="spp.area">
+        <field name="draft_name">City of Muntinlupa</field>
+        <field name="code">PH1307603</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13076" />
+    </record>
+    <record id="area_phl_ph1307604" model="spp.area">
+        <field name="draft_name">City of Parañaque</field>
+        <field name="code">PH1307604</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13076" />
+    </record>
+    <record id="area_phl_ph1307605" model="spp.area">
+        <field name="draft_name">Pasay City</field>
+        <field name="code">PH1307605</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13076" />
+    </record>
+    <record id="area_phl_ph1307606" model="spp.area">
+        <field name="draft_name">Pateros</field>
+        <field name="code">PH1307606</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13076" />
+    </record>
+    <record id="area_phl_ph1307607" model="spp.area">
+        <field name="draft_name">Taguig City</field>
+        <field name="code">PH1307607</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_phl_ph13076" />
+    </record>
+</odoo>
\ No newline at end of file
diff --git a/spp_demo/data/shapes/phl_curated.geojson b/spp_demo/data/shapes/phl_curated.geojson
index 03ddb16e..ea5ced6c 100644
--- a/spp_demo/data/shapes/phl_curated.geojson
+++ b/spp_demo/data/shapes/phl_curated.geojson
@@ -1,30186 +1 @@
-{
-  "type": "FeatureCollection",
-  "name": "phl_curated_demo_areas",
-  "crs": {
-    "type": "name",
-    "properties": {
-      "name": "urn:ogc:def:crs:OGC:1.3:CRS84"
-    }
-  },
-  "features": [
-    {
-      "type": "Feature",
-      "properties": {
-        "code": "PH-00",
-        "name": "National Capital Region",
-        "level": "region"
-      },
-      "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-          [
-            [
-              121.09951,
-              14.76921
-            ],
-            [
-              121.09877,
-              14.77153
-            ],
-            [
-              121.09523,
-              14.76851
-            ],
-            [
-              121.09449,
-              14.77101
-            ],
-            [
-              121.09177,
-              14.76728
-            ],
-            [
-              121.08946,
-              14.76948
-            ],
-            [
-              121.0871,
-              14.76797
-            ],
-            [
-              121.08628,
-              14.76907
-            ],
-            [
-              121.08797,
-              14.77066
-            ],
-            [
-              121.08641,
-              14.7737
-            ],
-            [
-              121.08373,
-              14.77305
-            ],
-            [
-              121.08228,
-              14.77486
-            ],
-            [
-              121.08093,
-              14.77112
-            ],
-            [
-              121.08058,
-              14.77314
-            ],
-            [
-              121.07763,
-              14.77343
-            ],
-            [
-              121.07719,
-              14.77665
-            ],
-            [
-              121.07208,
-              14.77178
-            ],
-            [
-              121.0715,
-              14.77587
-            ],
-            [
-              121.06669,
-              14.7737
-            ],
-            [
-              121.06706,
-              14.77651
-            ],
-            [
-              121.0655,
-              14.77753
-            ],
-            [
-              121.0629,
-              14.77485
-            ],
-            [
-              121.06161,
-              14.77932
-            ],
-            [
-              121.05976,
-              14.77692
-            ],
-            [
-              121.05922,
-              14.78073
-            ],
-            [
-              121.05735,
-              14.78021
-            ],
-            [
-              121.05542,
-              14.78256
-            ],
-            [
-              121.05433,
-              14.78119
-            ],
-            [
-              121.05351,
-              14.7828
-            ],
-            [
-              121.04993,
-              14.78316
-            ],
-            [
-              121.04394,
-              14.7804
-            ],
-            [
-              121.03842,
-              14.78525
-            ],
-            [
-              121.03589,
-              14.78368
-            ],
-            [
-              121.03424,
-              14.78471
-            ],
-            [
-              121.03225,
-              14.7829
-            ],
-            [
-              121.0306,
-              14.78425
-            ],
-            [
-              121.03043,
-              14.78145
-            ],
-            [
-              121.02833,
-              14.78183
-            ],
-            [
-              121.02769,
-              14.77984
-            ],
-            [
-              121.02488,
-              14.77924
-            ],
-            [
-              121.02809,
-              14.77786
-            ],
-            [
-              121.02582,
-              14.77625
-            ],
-            [
-              121.02731,
-              14.77471
-            ],
-            [
-              121.02354,
-              14.77414
-            ],
-            [
-              121.02664,
-              14.77141
-            ],
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[121.00704788100006, 14.74578077600006], [121.00086528200006, 14.75352332400007], [121.02402399100004, 14.763034879000031], [121.03047992400002, 14.784200424000062], [121.09950653900012, 14.76920958900007]]], [[[121.02257449100011, 14.690437151000026], [121.00032029300007, 14.664603180000029], [120.99313591600003, 14.636168197000075], [120.96862458700002, 14.63559090800004], [120.96064355100009, 14.643295895000051], [120.96182869100005, 14.659452434000059], [120.98786174400004, 14.662557692000064], [121.00039724400006, 14.66943451800006], [120.99969488700003, 14.68443768800006], [121.01179279600001, 14.682219488000044], [121.01526650800008, 14.692054282000072], [121.02257449100011, 14.690437151000026]]]]}}, {"type": "Feature", "properties": {"code": "PH1307502", "name": "City of Malabon", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[120.95312750500011, 14.694240067000067], [120.96485998900005, 14.674997554000072], [120.97395797900003, 14.678134682000064], [120.98618596400001, 14.66870356100003], [120.99614758700011, 14.675312474000066], [121.00039724400006, 14.66943451800006], [120.96182869100005, 14.659452434000059], [120.9622596260001, 14.645016088000034], [120.92350922800006, 14.699165367000035], [120.93012120100002, 14.702222168000048], [120.94533687500007, 14.688489937000043], [120.95312750500011, 14.694240067000067]]]}}, {"type": "Feature", "properties": {"code": "PH1307503", "name": "City of Navotas", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[120.91841488700004, 14.712960826000028], [120.95062619300006, 14.654337987000076], [120.96862969400001, 14.63516714800005], [120.95699563500011, 14.633956327000021], [120.94716306800001, 14.636824238000031], [120.95458269800008, 14.636833262000039], [120.94800064600008, 14.652741007000031], [120.90639543200007, 14.700714606000076], [120.91841488700004, 14.712960826000028]]]}}, {"type": "Feature", "properties": {"code": "PH1307504", "name": "City of Valenzuela", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[120.98907750300009, 14.757335131000048], [121.00704788100006, 14.74578077600006], [121.00024551500007, 14.71425107600004], [121.01701624600003, 14.708981510000058], [121.02386413900001, 14.690982587000065], [121.01526650800008, 14.692054282000072], [121.01179279600001, 14.682219488000044], [121.00292322100006, 14.686941512000033], [120.98646550000001, 14.668746525000074], [120.97395797900003, 14.678134682000064], [120.96485998900005, 14.674997554000072], [120.92596146500011, 14.734299748000069], [120.94139839400009, 14.737112462000027], [120.9595504240001, 14.719873626000037], [120.97015428600002, 14.721655536000071], [120.98317818500004, 14.725543640000069], [120.97852281100006, 14.734806719000062], [120.98907750300009, 14.757335131000048]]]}}, {"type": "Feature", "properties": {"code": "PH1307601", "name": "City of Las Pi\u00f1as", "level": "municipality"}, "geometry": {"type": "MultiPolygon", "coordinates": [[[[120.97615718600002, 14.489994038000077], [120.97854618400004, 14.488259646000074], [120.97201762700001, 14.481404884000028], [120.97615718600002, 14.489994038000077]]], [[[121.02433824500008, 14.436169403000065], [121.01227971100002, 14.405077597000059], [121.01349824300007, 14.379545585000074], [121.01078450300008, 14.374852788000055], [120.98410719000003, 14.433397659000036], [120.9698520710001, 14.446804095000061], [120.97128743300004, 14.47775443300003], [120.98077125500004, 14.487464576000036], [120.99265172600008, 14.483073540000078], [121.00175103200002, 14.453732070000058], [121.02433824500008, 14.436169403000065]]]]}}, {"type": "Feature", "properties": {"code": "PH1307602", "name": "City of Makati", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[121.03416050400006, 14.56738795900003], [121.06700656800001, 14.559267901000055], [121.06091744900004, 14.544062659000076], [121.06692356700012, 14.535837652000055], [121.0589081280001, 14.53119676800003], [121.05590685300001, 14.54216903200006], [121.04699974500011, 14.53548545600006], [121.04639399500002, 14.542844201000037], [121.01198282400003, 14.529814548000047], [120.9988221530001, 14.561716357000023], [121.01537575800012, 14.578190601000074], [121.03416050400006, 14.56738795900003]]]}}, {"type": "Feature", "properties": {"code": "PH1307603", "name": "City of Muntinlupa", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[121.05738463300008, 14.466723355000056], [121.05097512300006, 14.397121149000043], [121.0573845020001, 14.37863958500003], [121.04848403300002, 14.367288803000065], [121.02927848000002, 14.365855122000028], [121.01945223300004, 14.353054343000053], [121.00689103200011, 14.353943146000063], [121.00934865700003, 14.39167702900005], [121.02426000000003, 14.437220000000025], [121.04141463600001, 14.44385806200006], [121.04668523600003, 14.467856441000038], [121.05738463300008, 14.466723355000056]]]}}, {"type": "Feature", "properties": {"code": "PH1307604", "name": "City of Para\u00f1aque", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[121.0012187530001, 14.506799297000043], [121.04686590800009, 14.500259387000028], [121.04515791100005, 14.452245447000053], [121.0399541700001, 14.44216044500007], [121.02076091300012, 14.43528309800007], [121.0112107970001, 14.452593389000072], [121.00175103200002, 14.453732070000058], [120.99278585100001, 14.482951835000051], [120.97626195400005, 14.49011177400007], [120.9897418380001, 14.502586016000066], [120.97421349700005, 14.508098663000055], [120.97912317700002, 14.52956748500003], [120.99883131400009, 14.532654936000029], [121.0012187530001, 14.506799297000043]]]}}, {"type": "Feature", "properties": {"code": "PH1307605", "name": "Pasay City", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[120.98019641200005, 14.563714269000059], [120.99937301800003, 14.561431929000037], [121.01189583200005, 14.52994485000005], [121.0222366910001, 14.530536428000062], [121.03527359300006, 14.506378342000062], [121.0012187530001, 14.506799297000043], [120.99883131400009, 14.532654936000029], [120.97914539700002, 14.529497045000028], [120.97758675000011, 14.555526022000038], [120.98019641200005, 14.563714269000059]]]}}, {"type": "Feature", "properties": {"code": "PH1307606", "name": "Pateros", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[121.07805766000001, 14.546894164000037], [121.0719899720001, 14.537816496000062], [121.06091744900004, 14.544062659000076], [121.06616800200004, 14.552377892000038], [121.07805766000001, 14.546894164000037]]]}}, {"type": "Feature", "properties": {"code": "PH1307607", "name": "Taguig City", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[121.1033378410001, 14.531997657000034], [121.0861635340001, 14.506183798000052], [121.06932934800011, 14.506686393000052], [121.05933679600003, 14.468330431000027], [121.04668523600003, 14.467856441000038], [121.04686590800009, 14.500259387000028], [121.03654920300005, 14.503924436000034], [121.0222366910001, 14.530536428000062], [121.04639399500002, 14.542844201000037], [121.04699974500011, 14.53548545600006], [121.05590685300001, 14.54216903200006], [121.05973016200005, 14.531029767000064], [121.08102857400002, 14.547530411000025], [121.09436799700006, 14.546736230000022], [121.1033378410001, 14.531997657000034]]]}}]}
\ No newline at end of file
diff --git a/spp_demo/models/demo_data_generator.py b/spp_demo/models/demo_data_generator.py
index 1aff4218..59618c57 100644
--- a/spp_demo/models/demo_data_generator.py
+++ b/spp_demo/models/demo_data_generator.py
@@ -584,7 +584,7 @@ def _get_area_for_profile(self, profile):
         """Get area_id based on profile configuration.
 
         Supports three ways to assign areas:
-        1. area_ref: Direct XML ID reference (e.g., 'spp_demo.area_phl_ncr_quezon_city')
+        1. area_ref: Direct XML ID reference (e.g., 'spp_demo.area_phl_ph1307404')
         2. area_kind: Pick random area of specified kind (e.g., 'municipality')
         3. Fallback: Pick any available area
 
diff --git a/spp_demo/models/demo_stories.py b/spp_demo/models/demo_stories.py
index 7e648af7..ad37717c 100644
--- a/spp_demo/models/demo_stories.py
+++ b/spp_demo/models/demo_stories.py
@@ -100,7 +100,7 @@
             "farm_size_hectares": 2.5,  # CEL: Input Subsidy eligibility
             "farm_type": "crop",
             "main_crop": "rice",
-            "area_ref": "spp_demo.area_phl_quezon_city",
+            "area_ref": "spp_demo.area_phl_ph1307404",
             "area_kind": "municipality",
             "marital_status": "married",
             "household_size": 5,
@@ -244,7 +244,7 @@
             "farm_size_hectares": 8.0,  # CEL: Large livestock farm
             "farm_type": "livestock",
             "main_livestock": "dairy",
-            "area_ref": "spp_demo.area_phl_calamba",
+            "area_ref": "spp_demo.area_phl_ph0403405",
             "area_kind": "municipality",
             "marital_status": "married",
             "household_size": 6,
@@ -280,7 +280,7 @@
             "farm_size_hectares": 3.0,  # CEL: Youth farmer eligibility
             "farm_type": "crop",
             "main_crop": "mixed_vegetables",
-            "area_ref": "spp_demo.area_phl_antipolo",
+            "area_ref": "spp_demo.area_phl_ph0405802",
             "area_kind": "municipality",
             "marital_status": "single",
             "household_size": 2,
@@ -318,7 +318,7 @@
             "farm_size": 2.0,
             "farm_size_hectares": 2.0,  # CEL: Household farm size
             "child_count": 3,  # CEL: Child benefit eligibility
-            "area_ref": "spp_demo.area_phl_santa_rosa",
+            "area_ref": "spp_demo.area_phl_ph0403428",
             "area_kind": "municipality",
         },
         "journey": [
@@ -357,7 +357,7 @@
             "vulnerability": ["single_parent", "low_income", "female_headed"],
             "vulnerability_score": 80,  # CEL: High vulnerability - single parent household
             "child_count": 3,  # CEL: Child benefit eligibility
-            "area_ref": "spp_demo.area_phl_makati",
+            "area_ref": "spp_demo.area_phl_ph1307602",
             "area_kind": "municipality",
         },
         "journey": [
@@ -403,7 +403,7 @@
             "farm_size": 5.0,
             "farm_size_hectares": 5.0,  # CEL: Multi-generational household farm
             "child_count": 3,  # CEL: Children under 18 (excluding 18-year-old)
-            "area_ref": "spp_demo.area_phl_quezon_city",
+            "area_ref": "spp_demo.area_phl_ph1307404",
             "area_kind": "municipality",
             "vulnerability": ["elderly_members"],
         },
@@ -481,7 +481,7 @@
             "child_count": 3,  # CEL: Children under 18 (Xiao, Yan, Bo)
             "farm_type": "crop",
             "main_crop": "rice",
-            "area_ref": "spp_demo.area_phl_antipolo",
+            "area_ref": "spp_demo.area_phl_ph0405802",
             "area_kind": "municipality",
         },
         "journey": [
@@ -525,7 +525,7 @@
             "vulnerability": ["elderly", "health_issues", "limited_mobility"],
             "vulnerability_score": 70,  # CEL: Elderly couple vulnerability
             "has_formal_pension": False,  # CEL: Elderly pension eligibility
-            "area_ref": "spp_demo.area_phl_calamba",
+            "area_ref": "spp_demo.area_phl_ph0403405",
             "area_kind": "municipality",
         },
         "journey": [
@@ -574,7 +574,7 @@
             "farm_size": 6.0,
             "farm_size_hectares": 6.0,  # CEL: Extended family farm
             "farm_type": "mixed",
-            "area_ref": "spp_demo.area_phl_santa_rosa",
+            "area_ref": "spp_demo.area_phl_ph0403428",
             "area_kind": "municipality",
             "vulnerability": ["disability"],
             "vulnerability_score": 65,  # CEL: Disability in household
@@ -690,7 +690,7 @@
             "farm_size_hectares": 1.5,  # CEL: Small farm household
             "disabled_count": 1,  # CEL: Disability Support Grant eligibility
             "child_count": 1,
-            "area_ref": "spp_demo.area_phl_makati",
+            "area_ref": "spp_demo.area_phl_ph1307602",
             "area_kind": "municipality",
         },
         "journey": [
diff --git a/spp_demo_phl_luzon/data/areas_luzon.xml b/spp_demo_phl_luzon/data/areas_luzon.xml
new file mode 100644
index 00000000..e6be7f9a
--- /dev/null
+++ b/spp_demo_phl_luzon/data/areas_luzon.xml
@@ -0,0 +1,4930 @@
+<?xml version="1.0" encoding="utf-8" ?>
+<odoo noupdate="0">
+    <!--
+    Philippine Administrative Areas (HDX COD-AB)
+    Source: https://data.humdata.org/dataset/cod-ab-phl
+    License: CC BY-IGO (OCHA, PSA, NAMRIA)
+    Generated by scripts/prepare_phl_geodata.py
+-->
+    <!-- Regions -->
+    <record id="area_luzon_ph01" model="spp.area">
+        <field name="draft_name">Region I (Ilocos Region)</field>
+        <field name="code">PH01</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <record id="area_luzon_ph02" model="spp.area">
+        <field name="draft_name">Region II (Cagayan Valley)</field>
+        <field name="code">PH02</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <record id="area_luzon_ph03" model="spp.area">
+        <field name="draft_name">Region III (Central Luzon)</field>
+        <field name="code">PH03</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <record id="area_luzon_ph04" model="spp.area">
+        <field name="draft_name">Region IV-A (Calabarzon)</field>
+        <field name="code">PH04</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <record id="area_luzon_ph05" model="spp.area">
+        <field name="draft_name">Region V (Bicol Region)</field>
+        <field name="code">PH05</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <record id="area_luzon_ph13" model="spp.area">
+        <field name="draft_name">National Capital Region (NCR)</field>
+        <field name="code">PH13</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <record id="area_luzon_ph14" model="spp.area">
+        <field name="draft_name">Cordillera Administrative Region (CAR)</field>
+        <field name="code">PH14</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <record id="area_luzon_ph17" model="spp.area">
+        <field name="draft_name">Mimaropa Region</field>
+        <field name="code">PH17</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_region" />
+    </record>
+    <!-- Provinces -->
+    <record id="area_luzon_ph01028" model="spp.area">
+        <field name="draft_name">Ilocos Norte</field>
+        <field name="code">PH01028</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph01" />
+    </record>
+    <record id="area_luzon_ph01029" model="spp.area">
+        <field name="draft_name">Ilocos Sur</field>
+        <field name="code">PH01029</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph01" />
+    </record>
+    <record id="area_luzon_ph01033" model="spp.area">
+        <field name="draft_name">La Union</field>
+        <field name="code">PH01033</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph01" />
+    </record>
+    <record id="area_luzon_ph01055" model="spp.area">
+        <field name="draft_name">Pangasinan</field>
+        <field name="code">PH01055</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph01" />
+    </record>
+    <record id="area_luzon_ph02009" model="spp.area">
+        <field name="draft_name">Batanes</field>
+        <field name="code">PH02009</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph02" />
+    </record>
+    <record id="area_luzon_ph02015" model="spp.area">
+        <field name="draft_name">Cagayan</field>
+        <field name="code">PH02015</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph02" />
+    </record>
+    <record id="area_luzon_ph02031" model="spp.area">
+        <field name="draft_name">Isabela</field>
+        <field name="code">PH02031</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph02" />
+    </record>
+    <record id="area_luzon_ph02050" model="spp.area">
+        <field name="draft_name">Nueva Vizcaya</field>
+        <field name="code">PH02050</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph02" />
+    </record>
+    <record id="area_luzon_ph02057" model="spp.area">
+        <field name="draft_name">Quirino</field>
+        <field name="code">PH02057</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph02" />
+    </record>
+    <record id="area_luzon_ph03008" model="spp.area">
+        <field name="draft_name">Bataan</field>
+        <field name="code">PH03008</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph03" />
+    </record>
+    <record id="area_luzon_ph03014" model="spp.area">
+        <field name="draft_name">Bulacan</field>
+        <field name="code">PH03014</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph03" />
+    </record>
+    <record id="area_luzon_ph03049" model="spp.area">
+        <field name="draft_name">Nueva Ecija</field>
+        <field name="code">PH03049</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph03" />
+    </record>
+    <record id="area_luzon_ph03054" model="spp.area">
+        <field name="draft_name">Pampanga</field>
+        <field name="code">PH03054</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph03" />
+    </record>
+    <record id="area_luzon_ph03069" model="spp.area">
+        <field name="draft_name">Tarlac</field>
+        <field name="code">PH03069</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph03" />
+    </record>
+    <record id="area_luzon_ph03071" model="spp.area">
+        <field name="draft_name">Zambales</field>
+        <field name="code">PH03071</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph03" />
+    </record>
+    <record id="area_luzon_ph03077" model="spp.area">
+        <field name="draft_name">Aurora</field>
+        <field name="code">PH03077</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph03" />
+    </record>
+    <record id="area_luzon_ph04010" model="spp.area">
+        <field name="draft_name">Batangas</field>
+        <field name="code">PH04010</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph04" />
+    </record>
+    <record id="area_luzon_ph04021" model="spp.area">
+        <field name="draft_name">Cavite</field>
+        <field name="code">PH04021</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph04" />
+    </record>
+    <record id="area_luzon_ph04034" model="spp.area">
+        <field name="draft_name">Laguna</field>
+        <field name="code">PH04034</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph04" />
+    </record>
+    <record id="area_luzon_ph04056" model="spp.area">
+        <field name="draft_name">Quezon</field>
+        <field name="code">PH04056</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph04" />
+    </record>
+    <record id="area_luzon_ph04058" model="spp.area">
+        <field name="draft_name">Rizal</field>
+        <field name="code">PH04058</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph04" />
+    </record>
+    <record id="area_luzon_ph05005" model="spp.area">
+        <field name="draft_name">Albay</field>
+        <field name="code">PH05005</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph05" />
+    </record>
+    <record id="area_luzon_ph05016" model="spp.area">
+        <field name="draft_name">Camarines Norte</field>
+        <field name="code">PH05016</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph05" />
+    </record>
+    <record id="area_luzon_ph05017" model="spp.area">
+        <field name="draft_name">Camarines Sur</field>
+        <field name="code">PH05017</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph05" />
+    </record>
+    <record id="area_luzon_ph05020" model="spp.area">
+        <field name="draft_name">Catanduanes</field>
+        <field name="code">PH05020</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph05" />
+    </record>
+    <record id="area_luzon_ph05041" model="spp.area">
+        <field name="draft_name">Masbate</field>
+        <field name="code">PH05041</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph05" />
+    </record>
+    <record id="area_luzon_ph05062" model="spp.area">
+        <field name="draft_name">Sorsogon</field>
+        <field name="code">PH05062</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph05" />
+    </record>
+    <record id="area_luzon_ph13039" model="spp.area">
+        <field name="draft_name">Metropolitan Manila First District</field>
+        <field name="code">PH13039</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph13" />
+    </record>
+    <record id="area_luzon_ph13074" model="spp.area">
+        <field name="draft_name">Metropolitan Manila Second District</field>
+        <field name="code">PH13074</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph13" />
+    </record>
+    <record id="area_luzon_ph13075" model="spp.area">
+        <field name="draft_name">Metropolitan Manila Third District</field>
+        <field name="code">PH13075</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph13" />
+    </record>
+    <record id="area_luzon_ph13076" model="spp.area">
+        <field name="draft_name">Metropolitan Manila Fourth District</field>
+        <field name="code">PH13076</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph13" />
+    </record>
+    <record id="area_luzon_ph14001" model="spp.area">
+        <field name="draft_name">Abra</field>
+        <field name="code">PH14001</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph14" />
+    </record>
+    <record id="area_luzon_ph14011" model="spp.area">
+        <field name="draft_name">Benguet</field>
+        <field name="code">PH14011</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph14" />
+    </record>
+    <record id="area_luzon_ph14027" model="spp.area">
+        <field name="draft_name">Ifugao</field>
+        <field name="code">PH14027</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph14" />
+    </record>
+    <record id="area_luzon_ph14032" model="spp.area">
+        <field name="draft_name">Kalinga</field>
+        <field name="code">PH14032</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph14" />
+    </record>
+    <record id="area_luzon_ph14044" model="spp.area">
+        <field name="draft_name">Mountain Province</field>
+        <field name="code">PH14044</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph14" />
+    </record>
+    <record id="area_luzon_ph14081" model="spp.area">
+        <field name="draft_name">Apayao</field>
+        <field name="code">PH14081</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph14" />
+    </record>
+    <record id="area_luzon_ph17040" model="spp.area">
+        <field name="draft_name">Marinduque</field>
+        <field name="code">PH17040</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph17" />
+    </record>
+    <record id="area_luzon_ph17051" model="spp.area">
+        <field name="draft_name">Occidental Mindoro</field>
+        <field name="code">PH17051</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph17" />
+    </record>
+    <record id="area_luzon_ph17052" model="spp.area">
+        <field name="draft_name">Oriental Mindoro</field>
+        <field name="code">PH17052</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph17" />
+    </record>
+    <record id="area_luzon_ph17053" model="spp.area">
+        <field name="draft_name">Palawan</field>
+        <field name="code">PH17053</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph17" />
+    </record>
+    <record id="area_luzon_ph17059" model="spp.area">
+        <field name="draft_name">Romblon</field>
+        <field name="code">PH17059</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_province" />
+        <field name="parent_id" ref="area_luzon_ph17" />
+    </record>
+    <!-- Municipalities / Cities -->
+    <record id="area_luzon_ph0102801" model="spp.area">
+        <field name="draft_name">Adams</field>
+        <field name="code">PH0102801</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102802" model="spp.area">
+        <field name="draft_name">Bacarra</field>
+        <field name="code">PH0102802</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102803" model="spp.area">
+        <field name="draft_name">Badoc</field>
+        <field name="code">PH0102803</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102804" model="spp.area">
+        <field name="draft_name">Bangui</field>
+        <field name="code">PH0102804</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102805" model="spp.area">
+        <field name="draft_name">City of Batac</field>
+        <field name="code">PH0102805</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102806" model="spp.area">
+        <field name="draft_name">Burgos</field>
+        <field name="code">PH0102806</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102807" model="spp.area">
+        <field name="draft_name">Carasi</field>
+        <field name="code">PH0102807</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102808" model="spp.area">
+        <field name="draft_name">Currimao</field>
+        <field name="code">PH0102808</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102809" model="spp.area">
+        <field name="draft_name">Dingras</field>
+        <field name="code">PH0102809</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102810" model="spp.area">
+        <field name="draft_name">Dumalneg</field>
+        <field name="code">PH0102810</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102811" model="spp.area">
+        <field name="draft_name">Banna (Espiritu)</field>
+        <field name="code">PH0102811</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102812" model="spp.area">
+        <field name="draft_name">Laoag City (Capital)</field>
+        <field name="code">PH0102812</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102813" model="spp.area">
+        <field name="draft_name">Marcos</field>
+        <field name="code">PH0102813</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102814" model="spp.area">
+        <field name="draft_name">Nueva Era</field>
+        <field name="code">PH0102814</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102815" model="spp.area">
+        <field name="draft_name">Pagudpud</field>
+        <field name="code">PH0102815</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102816" model="spp.area">
+        <field name="draft_name">Paoay</field>
+        <field name="code">PH0102816</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102817" model="spp.area">
+        <field name="draft_name">Pasuquin</field>
+        <field name="code">PH0102817</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102818" model="spp.area">
+        <field name="draft_name">Piddig</field>
+        <field name="code">PH0102818</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102819" model="spp.area">
+        <field name="draft_name">Pinili</field>
+        <field name="code">PH0102819</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102820" model="spp.area">
+        <field name="draft_name">San Nicolas</field>
+        <field name="code">PH0102820</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102821" model="spp.area">
+        <field name="draft_name">Sarrat</field>
+        <field name="code">PH0102821</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102822" model="spp.area">
+        <field name="draft_name">Solsona</field>
+        <field name="code">PH0102822</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102823" model="spp.area">
+        <field name="draft_name">Vintar</field>
+        <field name="code">PH0102823</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01028" />
+    </record>
+    <record id="area_luzon_ph0102901" model="spp.area">
+        <field name="draft_name">Alilem</field>
+        <field name="code">PH0102901</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102902" model="spp.area">
+        <field name="draft_name">Banayoyo</field>
+        <field name="code">PH0102902</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102903" model="spp.area">
+        <field name="draft_name">Bantay</field>
+        <field name="code">PH0102903</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102904" model="spp.area">
+        <field name="draft_name">Burgos</field>
+        <field name="code">PH0102904</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102905" model="spp.area">
+        <field name="draft_name">Cabugao</field>
+        <field name="code">PH0102905</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102906" model="spp.area">
+        <field name="draft_name">City of Candon</field>
+        <field name="code">PH0102906</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102907" model="spp.area">
+        <field name="draft_name">Caoayan</field>
+        <field name="code">PH0102907</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102908" model="spp.area">
+        <field name="draft_name">Cervantes</field>
+        <field name="code">PH0102908</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102909" model="spp.area">
+        <field name="draft_name">Galimuyod</field>
+        <field name="code">PH0102909</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102910" model="spp.area">
+        <field name="draft_name">Gregorio del Pilar (Concepcion)</field>
+        <field name="code">PH0102910</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102911" model="spp.area">
+        <field name="draft_name">Lidlidda</field>
+        <field name="code">PH0102911</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102912" model="spp.area">
+        <field name="draft_name">Magsingal</field>
+        <field name="code">PH0102912</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102913" model="spp.area">
+        <field name="draft_name">Nagbukel</field>
+        <field name="code">PH0102913</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102914" model="spp.area">
+        <field name="draft_name">Narvacan</field>
+        <field name="code">PH0102914</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102915" model="spp.area">
+        <field name="draft_name">Quirino (Angkaki)</field>
+        <field name="code">PH0102915</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102916" model="spp.area">
+        <field name="draft_name">Salcedo (Baugen)</field>
+        <field name="code">PH0102916</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102917" model="spp.area">
+        <field name="draft_name">San Emilio</field>
+        <field name="code">PH0102917</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102918" model="spp.area">
+        <field name="draft_name">San Esteban</field>
+        <field name="code">PH0102918</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102919" model="spp.area">
+        <field name="draft_name">San Ildefonso</field>
+        <field name="code">PH0102919</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102920" model="spp.area">
+        <field name="draft_name">San Juan (Lapog)</field>
+        <field name="code">PH0102920</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102921" model="spp.area">
+        <field name="draft_name">San Vicente</field>
+        <field name="code">PH0102921</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102922" model="spp.area">
+        <field name="draft_name">Santa</field>
+        <field name="code">PH0102922</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102923" model="spp.area">
+        <field name="draft_name">Santa Catalina</field>
+        <field name="code">PH0102923</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102924" model="spp.area">
+        <field name="draft_name">Santa Cruz</field>
+        <field name="code">PH0102924</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102925" model="spp.area">
+        <field name="draft_name">Santa Lucia</field>
+        <field name="code">PH0102925</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102926" model="spp.area">
+        <field name="draft_name">Santa Maria</field>
+        <field name="code">PH0102926</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102927" model="spp.area">
+        <field name="draft_name">Santiago</field>
+        <field name="code">PH0102927</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102928" model="spp.area">
+        <field name="draft_name">Santo Domingo</field>
+        <field name="code">PH0102928</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102929" model="spp.area">
+        <field name="draft_name">Sigay</field>
+        <field name="code">PH0102929</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102930" model="spp.area">
+        <field name="draft_name">Sinait</field>
+        <field name="code">PH0102930</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102931" model="spp.area">
+        <field name="draft_name">Sugpon</field>
+        <field name="code">PH0102931</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102932" model="spp.area">
+        <field name="draft_name">Suyo</field>
+        <field name="code">PH0102932</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102933" model="spp.area">
+        <field name="draft_name">Tagudin</field>
+        <field name="code">PH0102933</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0102934" model="spp.area">
+        <field name="draft_name">City of Vigan (Capital)</field>
+        <field name="code">PH0102934</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01029" />
+    </record>
+    <record id="area_luzon_ph0103301" model="spp.area">
+        <field name="draft_name">Agoo</field>
+        <field name="code">PH0103301</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103302" model="spp.area">
+        <field name="draft_name">Aringay</field>
+        <field name="code">PH0103302</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103303" model="spp.area">
+        <field name="draft_name">Bacnotan</field>
+        <field name="code">PH0103303</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103304" model="spp.area">
+        <field name="draft_name">Bagulin</field>
+        <field name="code">PH0103304</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103305" model="spp.area">
+        <field name="draft_name">Balaoan</field>
+        <field name="code">PH0103305</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103306" model="spp.area">
+        <field name="draft_name">Bangar</field>
+        <field name="code">PH0103306</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103307" model="spp.area">
+        <field name="draft_name">Bauang</field>
+        <field name="code">PH0103307</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103308" model="spp.area">
+        <field name="draft_name">Burgos</field>
+        <field name="code">PH0103308</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103309" model="spp.area">
+        <field name="draft_name">Caba</field>
+        <field name="code">PH0103309</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103310" model="spp.area">
+        <field name="draft_name">Luna</field>
+        <field name="code">PH0103310</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103311" model="spp.area">
+        <field name="draft_name">Naguilian</field>
+        <field name="code">PH0103311</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103312" model="spp.area">
+        <field name="draft_name">Pugo</field>
+        <field name="code">PH0103312</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103313" model="spp.area">
+        <field name="draft_name">Rosario</field>
+        <field name="code">PH0103313</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103314" model="spp.area">
+        <field name="draft_name">City of San Fernando (Capital)</field>
+        <field name="code">PH0103314</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103315" model="spp.area">
+        <field name="draft_name">San Gabriel</field>
+        <field name="code">PH0103315</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103316" model="spp.area">
+        <field name="draft_name">San Juan</field>
+        <field name="code">PH0103316</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103317" model="spp.area">
+        <field name="draft_name">Santo Tomas</field>
+        <field name="code">PH0103317</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103318" model="spp.area">
+        <field name="draft_name">Santol</field>
+        <field name="code">PH0103318</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103319" model="spp.area">
+        <field name="draft_name">Sudipen</field>
+        <field name="code">PH0103319</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0103320" model="spp.area">
+        <field name="draft_name">Tubao</field>
+        <field name="code">PH0103320</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01033" />
+    </record>
+    <record id="area_luzon_ph0105501" model="spp.area">
+        <field name="draft_name">Agno</field>
+        <field name="code">PH0105501</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105502" model="spp.area">
+        <field name="draft_name">Aguilar</field>
+        <field name="code">PH0105502</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105503" model="spp.area">
+        <field name="draft_name">City of Alaminos</field>
+        <field name="code">PH0105503</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105504" model="spp.area">
+        <field name="draft_name">Alcala</field>
+        <field name="code">PH0105504</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105505" model="spp.area">
+        <field name="draft_name">Anda</field>
+        <field name="code">PH0105505</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105506" model="spp.area">
+        <field name="draft_name">Asingan</field>
+        <field name="code">PH0105506</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105507" model="spp.area">
+        <field name="draft_name">Balungao</field>
+        <field name="code">PH0105507</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105508" model="spp.area">
+        <field name="draft_name">Bani</field>
+        <field name="code">PH0105508</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105509" model="spp.area">
+        <field name="draft_name">Basista</field>
+        <field name="code">PH0105509</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105510" model="spp.area">
+        <field name="draft_name">Bautista</field>
+        <field name="code">PH0105510</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105511" model="spp.area">
+        <field name="draft_name">Bayambang</field>
+        <field name="code">PH0105511</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105512" model="spp.area">
+        <field name="draft_name">Binalonan</field>
+        <field name="code">PH0105512</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105513" model="spp.area">
+        <field name="draft_name">Binmaley</field>
+        <field name="code">PH0105513</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105514" model="spp.area">
+        <field name="draft_name">Bolinao</field>
+        <field name="code">PH0105514</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105515" model="spp.area">
+        <field name="draft_name">Bugallon</field>
+        <field name="code">PH0105515</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105516" model="spp.area">
+        <field name="draft_name">Burgos</field>
+        <field name="code">PH0105516</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105517" model="spp.area">
+        <field name="draft_name">Calasiao</field>
+        <field name="code">PH0105517</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105518" model="spp.area">
+        <field name="draft_name">Dagupan City</field>
+        <field name="code">PH0105518</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105519" model="spp.area">
+        <field name="draft_name">Dasol</field>
+        <field name="code">PH0105519</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105520" model="spp.area">
+        <field name="draft_name">Infanta</field>
+        <field name="code">PH0105520</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105521" model="spp.area">
+        <field name="draft_name">Labrador</field>
+        <field name="code">PH0105521</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105522" model="spp.area">
+        <field name="draft_name">Lingayen (Capital)</field>
+        <field name="code">PH0105522</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105523" model="spp.area">
+        <field name="draft_name">Mabini</field>
+        <field name="code">PH0105523</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105524" model="spp.area">
+        <field name="draft_name">Malasiqui</field>
+        <field name="code">PH0105524</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105525" model="spp.area">
+        <field name="draft_name">Manaoag</field>
+        <field name="code">PH0105525</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105526" model="spp.area">
+        <field name="draft_name">Mangaldan</field>
+        <field name="code">PH0105526</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105527" model="spp.area">
+        <field name="draft_name">Mangatarem</field>
+        <field name="code">PH0105527</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105528" model="spp.area">
+        <field name="draft_name">Mapandan</field>
+        <field name="code">PH0105528</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105529" model="spp.area">
+        <field name="draft_name">Natividad</field>
+        <field name="code">PH0105529</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105530" model="spp.area">
+        <field name="draft_name">Pozorrubio</field>
+        <field name="code">PH0105530</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105531" model="spp.area">
+        <field name="draft_name">Rosales</field>
+        <field name="code">PH0105531</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105532" model="spp.area">
+        <field name="draft_name">San Carlos City</field>
+        <field name="code">PH0105532</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105533" model="spp.area">
+        <field name="draft_name">San Fabian</field>
+        <field name="code">PH0105533</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105534" model="spp.area">
+        <field name="draft_name">San Jacinto</field>
+        <field name="code">PH0105534</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105535" model="spp.area">
+        <field name="draft_name">San Manuel</field>
+        <field name="code">PH0105535</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105536" model="spp.area">
+        <field name="draft_name">San Nicolas</field>
+        <field name="code">PH0105536</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105537" model="spp.area">
+        <field name="draft_name">San Quintin</field>
+        <field name="code">PH0105537</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105538" model="spp.area">
+        <field name="draft_name">Santa Barbara</field>
+        <field name="code">PH0105538</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105539" model="spp.area">
+        <field name="draft_name">Santa Maria</field>
+        <field name="code">PH0105539</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105540" model="spp.area">
+        <field name="draft_name">Santo Tomas</field>
+        <field name="code">PH0105540</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105541" model="spp.area">
+        <field name="draft_name">Sison</field>
+        <field name="code">PH0105541</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105542" model="spp.area">
+        <field name="draft_name">Sual</field>
+        <field name="code">PH0105542</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105543" model="spp.area">
+        <field name="draft_name">Tayug</field>
+        <field name="code">PH0105543</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105544" model="spp.area">
+        <field name="draft_name">Umingan</field>
+        <field name="code">PH0105544</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105545" model="spp.area">
+        <field name="draft_name">Urbiztondo</field>
+        <field name="code">PH0105545</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105546" model="spp.area">
+        <field name="draft_name">City of Urdaneta</field>
+        <field name="code">PH0105546</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105547" model="spp.area">
+        <field name="draft_name">Villasis</field>
+        <field name="code">PH0105547</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0105548" model="spp.area">
+        <field name="draft_name">Laoac</field>
+        <field name="code">PH0105548</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph01055" />
+    </record>
+    <record id="area_luzon_ph0200901" model="spp.area">
+        <field name="draft_name">Basco (Capital)</field>
+        <field name="code">PH0200901</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02009" />
+    </record>
+    <record id="area_luzon_ph0200902" model="spp.area">
+        <field name="draft_name">Itbayat</field>
+        <field name="code">PH0200902</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02009" />
+    </record>
+    <record id="area_luzon_ph0200903" model="spp.area">
+        <field name="draft_name">Ivana</field>
+        <field name="code">PH0200903</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02009" />
+    </record>
+    <record id="area_luzon_ph0200904" model="spp.area">
+        <field name="draft_name">Mahatao</field>
+        <field name="code">PH0200904</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02009" />
+    </record>
+    <record id="area_luzon_ph0200905" model="spp.area">
+        <field name="draft_name">Sabtang</field>
+        <field name="code">PH0200905</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02009" />
+    </record>
+    <record id="area_luzon_ph0200906" model="spp.area">
+        <field name="draft_name">Uyugan</field>
+        <field name="code">PH0200906</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02009" />
+    </record>
+    <record id="area_luzon_ph0201501" model="spp.area">
+        <field name="draft_name">Abulug</field>
+        <field name="code">PH0201501</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201502" model="spp.area">
+        <field name="draft_name">Alcala</field>
+        <field name="code">PH0201502</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201503" model="spp.area">
+        <field name="draft_name">Allacapan</field>
+        <field name="code">PH0201503</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201504" model="spp.area">
+        <field name="draft_name">Amulung</field>
+        <field name="code">PH0201504</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201505" model="spp.area">
+        <field name="draft_name">Aparri</field>
+        <field name="code">PH0201505</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201506" model="spp.area">
+        <field name="draft_name">Baggao</field>
+        <field name="code">PH0201506</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201507" model="spp.area">
+        <field name="draft_name">Ballesteros</field>
+        <field name="code">PH0201507</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201508" model="spp.area">
+        <field name="draft_name">Buguey</field>
+        <field name="code">PH0201508</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201509" model="spp.area">
+        <field name="draft_name">Calayan</field>
+        <field name="code">PH0201509</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201510" model="spp.area">
+        <field name="draft_name">Camalaniugan</field>
+        <field name="code">PH0201510</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201511" model="spp.area">
+        <field name="draft_name">Claveria</field>
+        <field name="code">PH0201511</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201512" model="spp.area">
+        <field name="draft_name">Enrile</field>
+        <field name="code">PH0201512</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201513" model="spp.area">
+        <field name="draft_name">Gattaran</field>
+        <field name="code">PH0201513</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201514" model="spp.area">
+        <field name="draft_name">Gonzaga</field>
+        <field name="code">PH0201514</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201515" model="spp.area">
+        <field name="draft_name">Iguig</field>
+        <field name="code">PH0201515</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201516" model="spp.area">
+        <field name="draft_name">Lal-lo</field>
+        <field name="code">PH0201516</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201517" model="spp.area">
+        <field name="draft_name">Lasam</field>
+        <field name="code">PH0201517</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201518" model="spp.area">
+        <field name="draft_name">Pamplona</field>
+        <field name="code">PH0201518</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201519" model="spp.area">
+        <field name="draft_name">Peñablanca</field>
+        <field name="code">PH0201519</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201520" model="spp.area">
+        <field name="draft_name">Piat</field>
+        <field name="code">PH0201520</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201521" model="spp.area">
+        <field name="draft_name">Rizal</field>
+        <field name="code">PH0201521</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201522" model="spp.area">
+        <field name="draft_name">Sanchez-Mira</field>
+        <field name="code">PH0201522</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201523" model="spp.area">
+        <field name="draft_name">Santa Ana</field>
+        <field name="code">PH0201523</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201524" model="spp.area">
+        <field name="draft_name">Santa Praxedes</field>
+        <field name="code">PH0201524</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201525" model="spp.area">
+        <field name="draft_name">Santa Teresita</field>
+        <field name="code">PH0201525</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201526" model="spp.area">
+        <field name="draft_name">Santo Niño (Faire)</field>
+        <field name="code">PH0201526</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201527" model="spp.area">
+        <field name="draft_name">Solana</field>
+        <field name="code">PH0201527</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201528" model="spp.area">
+        <field name="draft_name">Tuao</field>
+        <field name="code">PH0201528</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0201529" model="spp.area">
+        <field name="draft_name">Tuguegarao City (Capital)</field>
+        <field name="code">PH0201529</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02015" />
+    </record>
+    <record id="area_luzon_ph0203101" model="spp.area">
+        <field name="draft_name">Alicia</field>
+        <field name="code">PH0203101</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203102" model="spp.area">
+        <field name="draft_name">Angadanan</field>
+        <field name="code">PH0203102</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203103" model="spp.area">
+        <field name="draft_name">Aurora</field>
+        <field name="code">PH0203103</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203104" model="spp.area">
+        <field name="draft_name">Benito Soliven</field>
+        <field name="code">PH0203104</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203105" model="spp.area">
+        <field name="draft_name">Burgos</field>
+        <field name="code">PH0203105</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203106" model="spp.area">
+        <field name="draft_name">Cabagan</field>
+        <field name="code">PH0203106</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203107" model="spp.area">
+        <field name="draft_name">Cabatuan</field>
+        <field name="code">PH0203107</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203108" model="spp.area">
+        <field name="draft_name">City of Cauayan</field>
+        <field name="code">PH0203108</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203109" model="spp.area">
+        <field name="draft_name">Cordon</field>
+        <field name="code">PH0203109</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203110" model="spp.area">
+        <field name="draft_name">Dinapigue</field>
+        <field name="code">PH0203110</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203111" model="spp.area">
+        <field name="draft_name">Divilacan</field>
+        <field name="code">PH0203111</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203112" model="spp.area">
+        <field name="draft_name">Echague</field>
+        <field name="code">PH0203112</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203113" model="spp.area">
+        <field name="draft_name">Gamu</field>
+        <field name="code">PH0203113</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203114" model="spp.area">
+        <field name="draft_name">Ilagan City (Capital)</field>
+        <field name="code">PH0203114</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203115" model="spp.area">
+        <field name="draft_name">Jones</field>
+        <field name="code">PH0203115</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203116" model="spp.area">
+        <field name="draft_name">Luna</field>
+        <field name="code">PH0203116</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203117" model="spp.area">
+        <field name="draft_name">Maconacon</field>
+        <field name="code">PH0203117</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203118" model="spp.area">
+        <field name="draft_name">Delfin Albano (Magsaysay)</field>
+        <field name="code">PH0203118</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203119" model="spp.area">
+        <field name="draft_name">Mallig</field>
+        <field name="code">PH0203119</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203120" model="spp.area">
+        <field name="draft_name">Naguilian</field>
+        <field name="code">PH0203120</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203121" model="spp.area">
+        <field name="draft_name">Palanan</field>
+        <field name="code">PH0203121</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203122" model="spp.area">
+        <field name="draft_name">Quezon</field>
+        <field name="code">PH0203122</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203123" model="spp.area">
+        <field name="draft_name">Quirino</field>
+        <field name="code">PH0203123</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203124" model="spp.area">
+        <field name="draft_name">Ramon</field>
+        <field name="code">PH0203124</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203125" model="spp.area">
+        <field name="draft_name">Reina Mercedes</field>
+        <field name="code">PH0203125</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203126" model="spp.area">
+        <field name="draft_name">Roxas</field>
+        <field name="code">PH0203126</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203127" model="spp.area">
+        <field name="draft_name">San Agustin</field>
+        <field name="code">PH0203127</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203128" model="spp.area">
+        <field name="draft_name">San Guillermo</field>
+        <field name="code">PH0203128</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203129" model="spp.area">
+        <field name="draft_name">San Isidro</field>
+        <field name="code">PH0203129</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203130" model="spp.area">
+        <field name="draft_name">San Manuel</field>
+        <field name="code">PH0203130</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203131" model="spp.area">
+        <field name="draft_name">San Mariano</field>
+        <field name="code">PH0203131</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203132" model="spp.area">
+        <field name="draft_name">San Mateo</field>
+        <field name="code">PH0203132</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203133" model="spp.area">
+        <field name="draft_name">San Pablo</field>
+        <field name="code">PH0203133</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203134" model="spp.area">
+        <field name="draft_name">Santa Maria</field>
+        <field name="code">PH0203134</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203135" model="spp.area">
+        <field name="draft_name">City of Santiago</field>
+        <field name="code">PH0203135</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203136" model="spp.area">
+        <field name="draft_name">Santo Tomas</field>
+        <field name="code">PH0203136</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0203137" model="spp.area">
+        <field name="draft_name">Tumauini</field>
+        <field name="code">PH0203137</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02031" />
+    </record>
+    <record id="area_luzon_ph0205001" model="spp.area">
+        <field name="draft_name">Ambaguio</field>
+        <field name="code">PH0205001</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205002" model="spp.area">
+        <field name="draft_name">Aritao</field>
+        <field name="code">PH0205002</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205003" model="spp.area">
+        <field name="draft_name">Bagabag</field>
+        <field name="code">PH0205003</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205004" model="spp.area">
+        <field name="draft_name">Bambang</field>
+        <field name="code">PH0205004</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205005" model="spp.area">
+        <field name="draft_name">Bayombong (Capital)</field>
+        <field name="code">PH0205005</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205006" model="spp.area">
+        <field name="draft_name">Diadi</field>
+        <field name="code">PH0205006</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205007" model="spp.area">
+        <field name="draft_name">Dupax del Norte</field>
+        <field name="code">PH0205007</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205008" model="spp.area">
+        <field name="draft_name">Dupax del Sur</field>
+        <field name="code">PH0205008</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205009" model="spp.area">
+        <field name="draft_name">Kasibu</field>
+        <field name="code">PH0205009</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205010" model="spp.area">
+        <field name="draft_name">Kayapa</field>
+        <field name="code">PH0205010</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205011" model="spp.area">
+        <field name="draft_name">Quezon</field>
+        <field name="code">PH0205011</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205012" model="spp.area">
+        <field name="draft_name">Santa Fe</field>
+        <field name="code">PH0205012</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205013" model="spp.area">
+        <field name="draft_name">Solano</field>
+        <field name="code">PH0205013</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205014" model="spp.area">
+        <field name="draft_name">Villaverde</field>
+        <field name="code">PH0205014</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205015" model="spp.area">
+        <field name="draft_name">Alfonso Castaneda</field>
+        <field name="code">PH0205015</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02050" />
+    </record>
+    <record id="area_luzon_ph0205701" model="spp.area">
+        <field name="draft_name">Aglipay</field>
+        <field name="code">PH0205701</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02057" />
+    </record>
+    <record id="area_luzon_ph0205702" model="spp.area">
+        <field name="draft_name">Cabarroguis (Capital)</field>
+        <field name="code">PH0205702</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02057" />
+    </record>
+    <record id="area_luzon_ph0205703" model="spp.area">
+        <field name="draft_name">Diffun</field>
+        <field name="code">PH0205703</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02057" />
+    </record>
+    <record id="area_luzon_ph0205704" model="spp.area">
+        <field name="draft_name">Maddela</field>
+        <field name="code">PH0205704</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02057" />
+    </record>
+    <record id="area_luzon_ph0205705" model="spp.area">
+        <field name="draft_name">Saguday</field>
+        <field name="code">PH0205705</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02057" />
+    </record>
+    <record id="area_luzon_ph0205706" model="spp.area">
+        <field name="draft_name">Nagtipunan</field>
+        <field name="code">PH0205706</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph02057" />
+    </record>
+    <record id="area_luzon_ph0300801" model="spp.area">
+        <field name="draft_name">Abucay</field>
+        <field name="code">PH0300801</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300802" model="spp.area">
+        <field name="draft_name">Bagac</field>
+        <field name="code">PH0300802</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300803" model="spp.area">
+        <field name="draft_name">City of Balanga (Capital)</field>
+        <field name="code">PH0300803</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300804" model="spp.area">
+        <field name="draft_name">Dinalupihan</field>
+        <field name="code">PH0300804</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300805" model="spp.area">
+        <field name="draft_name">Hermosa</field>
+        <field name="code">PH0300805</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300806" model="spp.area">
+        <field name="draft_name">Limay</field>
+        <field name="code">PH0300806</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300807" model="spp.area">
+        <field name="draft_name">Mariveles</field>
+        <field name="code">PH0300807</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300808" model="spp.area">
+        <field name="draft_name">Morong</field>
+        <field name="code">PH0300808</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300809" model="spp.area">
+        <field name="draft_name">Orani</field>
+        <field name="code">PH0300809</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300810" model="spp.area">
+        <field name="draft_name">Orion</field>
+        <field name="code">PH0300810</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300811" model="spp.area">
+        <field name="draft_name">Pilar</field>
+        <field name="code">PH0300811</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0300812" model="spp.area">
+        <field name="draft_name">Samal</field>
+        <field name="code">PH0300812</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03008" />
+    </record>
+    <record id="area_luzon_ph0301401" model="spp.area">
+        <field name="draft_name">Angat</field>
+        <field name="code">PH0301401</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301402" model="spp.area">
+        <field name="draft_name">Balagtas (Bigaa)</field>
+        <field name="code">PH0301402</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301403" model="spp.area">
+        <field name="draft_name">City of Baliwag</field>
+        <field name="code">PH0301403</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301404" model="spp.area">
+        <field name="draft_name">Bocaue</field>
+        <field name="code">PH0301404</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301405" model="spp.area">
+        <field name="draft_name">Bulacan</field>
+        <field name="code">PH0301405</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301406" model="spp.area">
+        <field name="draft_name">Bustos</field>
+        <field name="code">PH0301406</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301407" model="spp.area">
+        <field name="draft_name">Calumpit</field>
+        <field name="code">PH0301407</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301408" model="spp.area">
+        <field name="draft_name">Guiguinto</field>
+        <field name="code">PH0301408</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301409" model="spp.area">
+        <field name="draft_name">Hagonoy</field>
+        <field name="code">PH0301409</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301410" model="spp.area">
+        <field name="draft_name">City of Malolos (Capital)</field>
+        <field name="code">PH0301410</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301411" model="spp.area">
+        <field name="draft_name">Marilao</field>
+        <field name="code">PH0301411</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301412" model="spp.area">
+        <field name="draft_name">City of Meycauayan</field>
+        <field name="code">PH0301412</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301413" model="spp.area">
+        <field name="draft_name">Norzagaray</field>
+        <field name="code">PH0301413</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301414" model="spp.area">
+        <field name="draft_name">Obando</field>
+        <field name="code">PH0301414</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301415" model="spp.area">
+        <field name="draft_name">Pandi</field>
+        <field name="code">PH0301415</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301416" model="spp.area">
+        <field name="draft_name">Paombong</field>
+        <field name="code">PH0301416</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301417" model="spp.area">
+        <field name="draft_name">Plaridel</field>
+        <field name="code">PH0301417</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301418" model="spp.area">
+        <field name="draft_name">Pulilan</field>
+        <field name="code">PH0301418</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301419" model="spp.area">
+        <field name="draft_name">San Ildefonso</field>
+        <field name="code">PH0301419</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301420" model="spp.area">
+        <field name="draft_name">City of San Jose del Monte</field>
+        <field name="code">PH0301420</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301421" model="spp.area">
+        <field name="draft_name">San Miguel</field>
+        <field name="code">PH0301421</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301422" model="spp.area">
+        <field name="draft_name">San Rafael</field>
+        <field name="code">PH0301422</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301423" model="spp.area">
+        <field name="draft_name">Santa Maria</field>
+        <field name="code">PH0301423</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0301424" model="spp.area">
+        <field name="draft_name">Doña Remedios Trinidad</field>
+        <field name="code">PH0301424</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03014" />
+    </record>
+    <record id="area_luzon_ph0304901" model="spp.area">
+        <field name="draft_name">Aliaga</field>
+        <field name="code">PH0304901</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304902" model="spp.area">
+        <field name="draft_name">Bongabon</field>
+        <field name="code">PH0304902</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304903" model="spp.area">
+        <field name="draft_name">Cabanatuan City</field>
+        <field name="code">PH0304903</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304904" model="spp.area">
+        <field name="draft_name">Cabiao</field>
+        <field name="code">PH0304904</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304905" model="spp.area">
+        <field name="draft_name">Carranglan</field>
+        <field name="code">PH0304905</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304906" model="spp.area">
+        <field name="draft_name">Cuyapo</field>
+        <field name="code">PH0304906</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304907" model="spp.area">
+        <field name="draft_name">Gabaldon (Bitulok &amp; Sabani)</field>
+        <field name="code">PH0304907</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304908" model="spp.area">
+        <field name="draft_name">City of Gapan</field>
+        <field name="code">PH0304908</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304909" model="spp.area">
+        <field name="draft_name">General Mamerto Natividad</field>
+        <field name="code">PH0304909</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304910" model="spp.area">
+        <field name="draft_name">General Tinio (Papaya)</field>
+        <field name="code">PH0304910</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304911" model="spp.area">
+        <field name="draft_name">Guimba</field>
+        <field name="code">PH0304911</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304912" model="spp.area">
+        <field name="draft_name">Jaen</field>
+        <field name="code">PH0304912</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304913" model="spp.area">
+        <field name="draft_name">Laur</field>
+        <field name="code">PH0304913</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304914" model="spp.area">
+        <field name="draft_name">Licab</field>
+        <field name="code">PH0304914</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304915" model="spp.area">
+        <field name="draft_name">Llanera</field>
+        <field name="code">PH0304915</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304916" model="spp.area">
+        <field name="draft_name">Lupao</field>
+        <field name="code">PH0304916</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304917" model="spp.area">
+        <field name="draft_name">Science City of Muñoz</field>
+        <field name="code">PH0304917</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304918" model="spp.area">
+        <field name="draft_name">Nampicuan</field>
+        <field name="code">PH0304918</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304919" model="spp.area">
+        <field name="draft_name">Palayan City (Capital)</field>
+        <field name="code">PH0304919</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304920" model="spp.area">
+        <field name="draft_name">Pantabangan</field>
+        <field name="code">PH0304920</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304921" model="spp.area">
+        <field name="draft_name">Peñaranda</field>
+        <field name="code">PH0304921</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304922" model="spp.area">
+        <field name="draft_name">Quezon</field>
+        <field name="code">PH0304922</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304923" model="spp.area">
+        <field name="draft_name">Rizal</field>
+        <field name="code">PH0304923</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304924" model="spp.area">
+        <field name="draft_name">San Antonio</field>
+        <field name="code">PH0304924</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304925" model="spp.area">
+        <field name="draft_name">San Isidro</field>
+        <field name="code">PH0304925</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304926" model="spp.area">
+        <field name="draft_name">San Jose City</field>
+        <field name="code">PH0304926</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304927" model="spp.area">
+        <field name="draft_name">San Leonardo</field>
+        <field name="code">PH0304927</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304928" model="spp.area">
+        <field name="draft_name">Santa Rosa</field>
+        <field name="code">PH0304928</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304929" model="spp.area">
+        <field name="draft_name">Santo Domingo</field>
+        <field name="code">PH0304929</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304930" model="spp.area">
+        <field name="draft_name">Talavera</field>
+        <field name="code">PH0304930</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304931" model="spp.area">
+        <field name="draft_name">Talugtug</field>
+        <field name="code">PH0304931</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0304932" model="spp.area">
+        <field name="draft_name">Zaragoza</field>
+        <field name="code">PH0304932</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03049" />
+    </record>
+    <record id="area_luzon_ph0305401" model="spp.area">
+        <field name="draft_name">Angeles City</field>
+        <field name="code">PH0305401</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305402" model="spp.area">
+        <field name="draft_name">Apalit</field>
+        <field name="code">PH0305402</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305403" model="spp.area">
+        <field name="draft_name">Arayat</field>
+        <field name="code">PH0305403</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305404" model="spp.area">
+        <field name="draft_name">Bacolor</field>
+        <field name="code">PH0305404</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305405" model="spp.area">
+        <field name="draft_name">Candaba</field>
+        <field name="code">PH0305405</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305406" model="spp.area">
+        <field name="draft_name">Floridablanca</field>
+        <field name="code">PH0305406</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305407" model="spp.area">
+        <field name="draft_name">Guagua</field>
+        <field name="code">PH0305407</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305408" model="spp.area">
+        <field name="draft_name">Lubao</field>
+        <field name="code">PH0305408</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305409" model="spp.area">
+        <field name="draft_name">Mabalacat City</field>
+        <field name="code">PH0305409</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305410" model="spp.area">
+        <field name="draft_name">Macabebe</field>
+        <field name="code">PH0305410</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305411" model="spp.area">
+        <field name="draft_name">Magalang</field>
+        <field name="code">PH0305411</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305412" model="spp.area">
+        <field name="draft_name">Masantol</field>
+        <field name="code">PH0305412</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305413" model="spp.area">
+        <field name="draft_name">Mexico</field>
+        <field name="code">PH0305413</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305414" model="spp.area">
+        <field name="draft_name">Minalin</field>
+        <field name="code">PH0305414</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305415" model="spp.area">
+        <field name="draft_name">Porac</field>
+        <field name="code">PH0305415</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305416" model="spp.area">
+        <field name="draft_name">City of San Fernando (Capital)</field>
+        <field name="code">PH0305416</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305417" model="spp.area">
+        <field name="draft_name">San Luis</field>
+        <field name="code">PH0305417</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305418" model="spp.area">
+        <field name="draft_name">San Simon</field>
+        <field name="code">PH0305418</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305419" model="spp.area">
+        <field name="draft_name">Santa Ana</field>
+        <field name="code">PH0305419</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305420" model="spp.area">
+        <field name="draft_name">Santa Rita</field>
+        <field name="code">PH0305420</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305421" model="spp.area">
+        <field name="draft_name">Sto. Tomas</field>
+        <field name="code">PH0305421</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0305422" model="spp.area">
+        <field name="draft_name">Sasmuan (Sexmoan)</field>
+        <field name="code">PH0305422</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03054" />
+    </record>
+    <record id="area_luzon_ph0306901" model="spp.area">
+        <field name="draft_name">Anao</field>
+        <field name="code">PH0306901</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306902" model="spp.area">
+        <field name="draft_name">Bamban</field>
+        <field name="code">PH0306902</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306903" model="spp.area">
+        <field name="draft_name">Camiling</field>
+        <field name="code">PH0306903</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306904" model="spp.area">
+        <field name="draft_name">Capas</field>
+        <field name="code">PH0306904</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306905" model="spp.area">
+        <field name="draft_name">Concepcion</field>
+        <field name="code">PH0306905</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306906" model="spp.area">
+        <field name="draft_name">Gerona</field>
+        <field name="code">PH0306906</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306907" model="spp.area">
+        <field name="draft_name">La Paz</field>
+        <field name="code">PH0306907</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306908" model="spp.area">
+        <field name="draft_name">Mayantoc</field>
+        <field name="code">PH0306908</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306909" model="spp.area">
+        <field name="draft_name">Moncada</field>
+        <field name="code">PH0306909</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306910" model="spp.area">
+        <field name="draft_name">Paniqui</field>
+        <field name="code">PH0306910</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306911" model="spp.area">
+        <field name="draft_name">Pura</field>
+        <field name="code">PH0306911</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306912" model="spp.area">
+        <field name="draft_name">Ramos</field>
+        <field name="code">PH0306912</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306913" model="spp.area">
+        <field name="draft_name">San Clemente</field>
+        <field name="code">PH0306913</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306914" model="spp.area">
+        <field name="draft_name">San Manuel</field>
+        <field name="code">PH0306914</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306915" model="spp.area">
+        <field name="draft_name">Santa Ignacia</field>
+        <field name="code">PH0306915</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306916" model="spp.area">
+        <field name="draft_name">City of Tarlac (Capital)</field>
+        <field name="code">PH0306916</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306917" model="spp.area">
+        <field name="draft_name">Victoria</field>
+        <field name="code">PH0306917</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0306918" model="spp.area">
+        <field name="draft_name">San Jose</field>
+        <field name="code">PH0306918</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03069" />
+    </record>
+    <record id="area_luzon_ph0307101" model="spp.area">
+        <field name="draft_name">Botolan</field>
+        <field name="code">PH0307101</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307102" model="spp.area">
+        <field name="draft_name">Cabangan</field>
+        <field name="code">PH0307102</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307103" model="spp.area">
+        <field name="draft_name">Candelaria</field>
+        <field name="code">PH0307103</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307104" model="spp.area">
+        <field name="draft_name">Castillejos</field>
+        <field name="code">PH0307104</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307105" model="spp.area">
+        <field name="draft_name">Iba (Capital)</field>
+        <field name="code">PH0307105</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307106" model="spp.area">
+        <field name="draft_name">Masinloc</field>
+        <field name="code">PH0307106</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307107" model="spp.area">
+        <field name="draft_name">Olongapo City</field>
+        <field name="code">PH0307107</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307108" model="spp.area">
+        <field name="draft_name">Palauig</field>
+        <field name="code">PH0307108</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307109" model="spp.area">
+        <field name="draft_name">San Antonio</field>
+        <field name="code">PH0307109</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307110" model="spp.area">
+        <field name="draft_name">San Felipe</field>
+        <field name="code">PH0307110</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307111" model="spp.area">
+        <field name="draft_name">San Marcelino</field>
+        <field name="code">PH0307111</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307112" model="spp.area">
+        <field name="draft_name">San Narciso</field>
+        <field name="code">PH0307112</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307113" model="spp.area">
+        <field name="draft_name">Santa Cruz</field>
+        <field name="code">PH0307113</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307114" model="spp.area">
+        <field name="draft_name">Subic</field>
+        <field name="code">PH0307114</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03071" />
+    </record>
+    <record id="area_luzon_ph0307701" model="spp.area">
+        <field name="draft_name">Baler (Capital)</field>
+        <field name="code">PH0307701</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03077" />
+    </record>
+    <record id="area_luzon_ph0307702" model="spp.area">
+        <field name="draft_name">Casiguran</field>
+        <field name="code">PH0307702</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03077" />
+    </record>
+    <record id="area_luzon_ph0307703" model="spp.area">
+        <field name="draft_name">Dilasag</field>
+        <field name="code">PH0307703</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03077" />
+    </record>
+    <record id="area_luzon_ph0307704" model="spp.area">
+        <field name="draft_name">Dinalungan</field>
+        <field name="code">PH0307704</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03077" />
+    </record>
+    <record id="area_luzon_ph0307705" model="spp.area">
+        <field name="draft_name">Dingalan</field>
+        <field name="code">PH0307705</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03077" />
+    </record>
+    <record id="area_luzon_ph0307706" model="spp.area">
+        <field name="draft_name">Dipaculao</field>
+        <field name="code">PH0307706</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03077" />
+    </record>
+    <record id="area_luzon_ph0307707" model="spp.area">
+        <field name="draft_name">Maria Aurora</field>
+        <field name="code">PH0307707</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03077" />
+    </record>
+    <record id="area_luzon_ph0307708" model="spp.area">
+        <field name="draft_name">San Luis</field>
+        <field name="code">PH0307708</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph03077" />
+    </record>
+    <record id="area_luzon_ph0401001" model="spp.area">
+        <field name="draft_name">Agoncillo</field>
+        <field name="code">PH0401001</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401002" model="spp.area">
+        <field name="draft_name">Alitagtag</field>
+        <field name="code">PH0401002</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401003" model="spp.area">
+        <field name="draft_name">Balayan</field>
+        <field name="code">PH0401003</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401004" model="spp.area">
+        <field name="draft_name">Balete</field>
+        <field name="code">PH0401004</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401005" model="spp.area">
+        <field name="draft_name">Batangas City (Capital)</field>
+        <field name="code">PH0401005</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401006" model="spp.area">
+        <field name="draft_name">Bauan</field>
+        <field name="code">PH0401006</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401007" model="spp.area">
+        <field name="draft_name">City of Calaca</field>
+        <field name="code">PH0401007</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401008" model="spp.area">
+        <field name="draft_name">Calatagan</field>
+        <field name="code">PH0401008</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401009" model="spp.area">
+        <field name="draft_name">Cuenca</field>
+        <field name="code">PH0401009</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401010" model="spp.area">
+        <field name="draft_name">Ibaan</field>
+        <field name="code">PH0401010</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401011" model="spp.area">
+        <field name="draft_name">Laurel</field>
+        <field name="code">PH0401011</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401012" model="spp.area">
+        <field name="draft_name">Lemery</field>
+        <field name="code">PH0401012</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401013" model="spp.area">
+        <field name="draft_name">Lian</field>
+        <field name="code">PH0401013</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401014" model="spp.area">
+        <field name="draft_name">Lipa City</field>
+        <field name="code">PH0401014</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401015" model="spp.area">
+        <field name="draft_name">Lobo</field>
+        <field name="code">PH0401015</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401016" model="spp.area">
+        <field name="draft_name">Mabini</field>
+        <field name="code">PH0401016</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401017" model="spp.area">
+        <field name="draft_name">Malvar</field>
+        <field name="code">PH0401017</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401018" model="spp.area">
+        <field name="draft_name">Mataasnakahoy</field>
+        <field name="code">PH0401018</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401019" model="spp.area">
+        <field name="draft_name">Nasugbu</field>
+        <field name="code">PH0401019</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401020" model="spp.area">
+        <field name="draft_name">Padre Garcia</field>
+        <field name="code">PH0401020</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401021" model="spp.area">
+        <field name="draft_name">Rosario</field>
+        <field name="code">PH0401021</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401022" model="spp.area">
+        <field name="draft_name">San Jose</field>
+        <field name="code">PH0401022</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401023" model="spp.area">
+        <field name="draft_name">San Juan</field>
+        <field name="code">PH0401023</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401024" model="spp.area">
+        <field name="draft_name">San Luis</field>
+        <field name="code">PH0401024</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401025" model="spp.area">
+        <field name="draft_name">San Nicolas</field>
+        <field name="code">PH0401025</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401026" model="spp.area">
+        <field name="draft_name">San Pascual</field>
+        <field name="code">PH0401026</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401027" model="spp.area">
+        <field name="draft_name">Santa Teresita</field>
+        <field name="code">PH0401027</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401028" model="spp.area">
+        <field name="draft_name">City of Sto. Tomas</field>
+        <field name="code">PH0401028</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401029" model="spp.area">
+        <field name="draft_name">Taal</field>
+        <field name="code">PH0401029</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401030" model="spp.area">
+        <field name="draft_name">Talisay</field>
+        <field name="code">PH0401030</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401031" model="spp.area">
+        <field name="draft_name">City of Tanauan</field>
+        <field name="code">PH0401031</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401032" model="spp.area">
+        <field name="draft_name">Taysan</field>
+        <field name="code">PH0401032</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401033" model="spp.area">
+        <field name="draft_name">Tingloy</field>
+        <field name="code">PH0401033</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0401034" model="spp.area">
+        <field name="draft_name">Tuy</field>
+        <field name="code">PH0401034</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04010" />
+    </record>
+    <record id="area_luzon_ph0402101" model="spp.area">
+        <field name="draft_name">Alfonso</field>
+        <field name="code">PH0402101</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402102" model="spp.area">
+        <field name="draft_name">Amadeo</field>
+        <field name="code">PH0402102</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402103" model="spp.area">
+        <field name="draft_name">Bacoor City</field>
+        <field name="code">PH0402103</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402104" model="spp.area">
+        <field name="draft_name">Carmona</field>
+        <field name="code">PH0402104</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402105" model="spp.area">
+        <field name="draft_name">Cavite City</field>
+        <field name="code">PH0402105</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402106" model="spp.area">
+        <field name="draft_name">City of Dasmariñas</field>
+        <field name="code">PH0402106</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402107" model="spp.area">
+        <field name="draft_name">General Emilio Aguinaldo</field>
+        <field name="code">PH0402107</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402108" model="spp.area">
+        <field name="draft_name">City of General Trias</field>
+        <field name="code">PH0402108</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402109" model="spp.area">
+        <field name="draft_name">Imus City</field>
+        <field name="code">PH0402109</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402110" model="spp.area">
+        <field name="draft_name">Indang</field>
+        <field name="code">PH0402110</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402111" model="spp.area">
+        <field name="draft_name">Kawit</field>
+        <field name="code">PH0402111</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402112" model="spp.area">
+        <field name="draft_name">Magallanes</field>
+        <field name="code">PH0402112</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402113" model="spp.area">
+        <field name="draft_name">Maragondon</field>
+        <field name="code">PH0402113</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402114" model="spp.area">
+        <field name="draft_name">Mendez (Mendez-Nuñez)</field>
+        <field name="code">PH0402114</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402115" model="spp.area">
+        <field name="draft_name">Naic</field>
+        <field name="code">PH0402115</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402116" model="spp.area">
+        <field name="draft_name">Noveleta</field>
+        <field name="code">PH0402116</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402117" model="spp.area">
+        <field name="draft_name">Rosario</field>
+        <field name="code">PH0402117</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402118" model="spp.area">
+        <field name="draft_name">Silang</field>
+        <field name="code">PH0402118</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402119" model="spp.area">
+        <field name="draft_name">Tagaytay City</field>
+        <field name="code">PH0402119</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402120" model="spp.area">
+        <field name="draft_name">Tanza</field>
+        <field name="code">PH0402120</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402121" model="spp.area">
+        <field name="draft_name">Ternate</field>
+        <field name="code">PH0402121</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402122" model="spp.area">
+        <field name="draft_name">Trece Martires City (Capital)</field>
+        <field name="code">PH0402122</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0402123" model="spp.area">
+        <field name="draft_name">Gen. Mariano Alvarez</field>
+        <field name="code">PH0402123</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04021" />
+    </record>
+    <record id="area_luzon_ph0403401" model="spp.area">
+        <field name="draft_name">Alaminos</field>
+        <field name="code">PH0403401</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403402" model="spp.area">
+        <field name="draft_name">Bay</field>
+        <field name="code">PH0403402</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403403" model="spp.area">
+        <field name="draft_name">City of Biñan</field>
+        <field name="code">PH0403403</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403404" model="spp.area">
+        <field name="draft_name">Cabuyao City</field>
+        <field name="code">PH0403404</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403405" model="spp.area">
+        <field name="draft_name">City of Calamba</field>
+        <field name="code">PH0403405</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403406" model="spp.area">
+        <field name="draft_name">Calauan</field>
+        <field name="code">PH0403406</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403407" model="spp.area">
+        <field name="draft_name">Cavinti</field>
+        <field name="code">PH0403407</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403408" model="spp.area">
+        <field name="draft_name">Famy</field>
+        <field name="code">PH0403408</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403409" model="spp.area">
+        <field name="draft_name">Kalayaan</field>
+        <field name="code">PH0403409</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403410" model="spp.area">
+        <field name="draft_name">Liliw</field>
+        <field name="code">PH0403410</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403411" model="spp.area">
+        <field name="draft_name">Los Baños</field>
+        <field name="code">PH0403411</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403412" model="spp.area">
+        <field name="draft_name">Luisiana</field>
+        <field name="code">PH0403412</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403413" model="spp.area">
+        <field name="draft_name">Lumban</field>
+        <field name="code">PH0403413</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403414" model="spp.area">
+        <field name="draft_name">Mabitac</field>
+        <field name="code">PH0403414</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403415" model="spp.area">
+        <field name="draft_name">Magdalena</field>
+        <field name="code">PH0403415</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403416" model="spp.area">
+        <field name="draft_name">Majayjay</field>
+        <field name="code">PH0403416</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403417" model="spp.area">
+        <field name="draft_name">Nagcarlan</field>
+        <field name="code">PH0403417</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403418" model="spp.area">
+        <field name="draft_name">Paete</field>
+        <field name="code">PH0403418</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403419" model="spp.area">
+        <field name="draft_name">Pagsanjan</field>
+        <field name="code">PH0403419</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403420" model="spp.area">
+        <field name="draft_name">Pakil</field>
+        <field name="code">PH0403420</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403421" model="spp.area">
+        <field name="draft_name">Pangil</field>
+        <field name="code">PH0403421</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403422" model="spp.area">
+        <field name="draft_name">Pila</field>
+        <field name="code">PH0403422</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403423" model="spp.area">
+        <field name="draft_name">Rizal</field>
+        <field name="code">PH0403423</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403424" model="spp.area">
+        <field name="draft_name">San Pablo City</field>
+        <field name="code">PH0403424</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403425" model="spp.area">
+        <field name="draft_name">City of San Pedro</field>
+        <field name="code">PH0403425</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403426" model="spp.area">
+        <field name="draft_name">Santa Cruz (Capital)</field>
+        <field name="code">PH0403426</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403427" model="spp.area">
+        <field name="draft_name">Santa Maria</field>
+        <field name="code">PH0403427</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403428" model="spp.area">
+        <field name="draft_name">City of Santa Rosa</field>
+        <field name="code">PH0403428</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403429" model="spp.area">
+        <field name="draft_name">Siniloan</field>
+        <field name="code">PH0403429</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0403430" model="spp.area">
+        <field name="draft_name">Victoria</field>
+        <field name="code">PH0403430</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04034" />
+    </record>
+    <record id="area_luzon_ph0405601" model="spp.area">
+        <field name="draft_name">Agdangan</field>
+        <field name="code">PH0405601</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405602" model="spp.area">
+        <field name="draft_name">Alabat</field>
+        <field name="code">PH0405602</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405603" model="spp.area">
+        <field name="draft_name">Atimonan</field>
+        <field name="code">PH0405603</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405605" model="spp.area">
+        <field name="draft_name">Buenavista</field>
+        <field name="code">PH0405605</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405606" model="spp.area">
+        <field name="draft_name">Burdeos</field>
+        <field name="code">PH0405606</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405607" model="spp.area">
+        <field name="draft_name">Calauag</field>
+        <field name="code">PH0405607</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405608" model="spp.area">
+        <field name="draft_name">Candelaria</field>
+        <field name="code">PH0405608</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405610" model="spp.area">
+        <field name="draft_name">Catanauan</field>
+        <field name="code">PH0405610</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405615" model="spp.area">
+        <field name="draft_name">Dolores</field>
+        <field name="code">PH0405615</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405616" model="spp.area">
+        <field name="draft_name">General Luna</field>
+        <field name="code">PH0405616</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405617" model="spp.area">
+        <field name="draft_name">General Nakar</field>
+        <field name="code">PH0405617</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405618" model="spp.area">
+        <field name="draft_name">Guinayangan</field>
+        <field name="code">PH0405618</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405619" model="spp.area">
+        <field name="draft_name">Gumaca</field>
+        <field name="code">PH0405619</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405620" model="spp.area">
+        <field name="draft_name">Infanta</field>
+        <field name="code">PH0405620</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405621" model="spp.area">
+        <field name="draft_name">Jomalig</field>
+        <field name="code">PH0405621</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405622" model="spp.area">
+        <field name="draft_name">Lopez</field>
+        <field name="code">PH0405622</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405623" model="spp.area">
+        <field name="draft_name">Lucban</field>
+        <field name="code">PH0405623</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405624" model="spp.area">
+        <field name="draft_name">Lucena City (Capital)</field>
+        <field name="code">PH0405624</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405625" model="spp.area">
+        <field name="draft_name">Macalelon</field>
+        <field name="code">PH0405625</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405627" model="spp.area">
+        <field name="draft_name">Mauban</field>
+        <field name="code">PH0405627</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405628" model="spp.area">
+        <field name="draft_name">Mulanay</field>
+        <field name="code">PH0405628</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405629" model="spp.area">
+        <field name="draft_name">Padre Burgos</field>
+        <field name="code">PH0405629</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405630" model="spp.area">
+        <field name="draft_name">Pagbilao</field>
+        <field name="code">PH0405630</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405631" model="spp.area">
+        <field name="draft_name">Panukulan</field>
+        <field name="code">PH0405631</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405632" model="spp.area">
+        <field name="draft_name">Patnanungan</field>
+        <field name="code">PH0405632</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405633" model="spp.area">
+        <field name="draft_name">Perez</field>
+        <field name="code">PH0405633</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405634" model="spp.area">
+        <field name="draft_name">Pitogo</field>
+        <field name="code">PH0405634</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405635" model="spp.area">
+        <field name="draft_name">Plaridel</field>
+        <field name="code">PH0405635</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405636" model="spp.area">
+        <field name="draft_name">Polillo</field>
+        <field name="code">PH0405636</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405637" model="spp.area">
+        <field name="draft_name">Quezon</field>
+        <field name="code">PH0405637</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405638" model="spp.area">
+        <field name="draft_name">Real</field>
+        <field name="code">PH0405638</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405639" model="spp.area">
+        <field name="draft_name">Sampaloc</field>
+        <field name="code">PH0405639</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405640" model="spp.area">
+        <field name="draft_name">San Andres</field>
+        <field name="code">PH0405640</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405641" model="spp.area">
+        <field name="draft_name">San Antonio</field>
+        <field name="code">PH0405641</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405642" model="spp.area">
+        <field name="draft_name">San Francisco (Aurora)</field>
+        <field name="code">PH0405642</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405644" model="spp.area">
+        <field name="draft_name">San Narciso</field>
+        <field name="code">PH0405644</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405645" model="spp.area">
+        <field name="draft_name">Sariaya</field>
+        <field name="code">PH0405645</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405646" model="spp.area">
+        <field name="draft_name">Tagkawayan</field>
+        <field name="code">PH0405646</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405647" model="spp.area">
+        <field name="draft_name">City of Tayabas</field>
+        <field name="code">PH0405647</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405648" model="spp.area">
+        <field name="draft_name">Tiaong</field>
+        <field name="code">PH0405648</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405649" model="spp.area">
+        <field name="draft_name">Unisan</field>
+        <field name="code">PH0405649</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04056" />
+    </record>
+    <record id="area_luzon_ph0405801" model="spp.area">
+        <field name="draft_name">Angono</field>
+        <field name="code">PH0405801</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405802" model="spp.area">
+        <field name="draft_name">City of Antipolo</field>
+        <field name="code">PH0405802</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405803" model="spp.area">
+        <field name="draft_name">Baras</field>
+        <field name="code">PH0405803</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405804" model="spp.area">
+        <field name="draft_name">Binangonan</field>
+        <field name="code">PH0405804</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405805" model="spp.area">
+        <field name="draft_name">Cainta</field>
+        <field name="code">PH0405805</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405806" model="spp.area">
+        <field name="draft_name">Cardona</field>
+        <field name="code">PH0405806</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405807" model="spp.area">
+        <field name="draft_name">Jala-jala</field>
+        <field name="code">PH0405807</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405808" model="spp.area">
+        <field name="draft_name">Rodriguez (Montalban)</field>
+        <field name="code">PH0405808</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405809" model="spp.area">
+        <field name="draft_name">Morong</field>
+        <field name="code">PH0405809</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405810" model="spp.area">
+        <field name="draft_name">Pililla</field>
+        <field name="code">PH0405810</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405811" model="spp.area">
+        <field name="draft_name">San Mateo</field>
+        <field name="code">PH0405811</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405812" model="spp.area">
+        <field name="draft_name">Tanay</field>
+        <field name="code">PH0405812</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405813" model="spp.area">
+        <field name="draft_name">Taytay</field>
+        <field name="code">PH0405813</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0405814" model="spp.area">
+        <field name="draft_name">Teresa</field>
+        <field name="code">PH0405814</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph04058" />
+    </record>
+    <record id="area_luzon_ph0500501" model="spp.area">
+        <field name="draft_name">Bacacay</field>
+        <field name="code">PH0500501</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500502" model="spp.area">
+        <field name="draft_name">Camalig</field>
+        <field name="code">PH0500502</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500503" model="spp.area">
+        <field name="draft_name">Daraga (Locsin)</field>
+        <field name="code">PH0500503</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500504" model="spp.area">
+        <field name="draft_name">Guinobatan</field>
+        <field name="code">PH0500504</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500505" model="spp.area">
+        <field name="draft_name">Jovellar</field>
+        <field name="code">PH0500505</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500506" model="spp.area">
+        <field name="draft_name">Legazpi City (Capital)</field>
+        <field name="code">PH0500506</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500507" model="spp.area">
+        <field name="draft_name">Libon</field>
+        <field name="code">PH0500507</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500508" model="spp.area">
+        <field name="draft_name">City of Ligao</field>
+        <field name="code">PH0500508</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500509" model="spp.area">
+        <field name="draft_name">Malilipot</field>
+        <field name="code">PH0500509</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500510" model="spp.area">
+        <field name="draft_name">Malinao</field>
+        <field name="code">PH0500510</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500511" model="spp.area">
+        <field name="draft_name">Manito</field>
+        <field name="code">PH0500511</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500512" model="spp.area">
+        <field name="draft_name">Oas</field>
+        <field name="code">PH0500512</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500513" model="spp.area">
+        <field name="draft_name">Pio Duran</field>
+        <field name="code">PH0500513</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500514" model="spp.area">
+        <field name="draft_name">Polangui</field>
+        <field name="code">PH0500514</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500515" model="spp.area">
+        <field name="draft_name">Rapu-Rapu</field>
+        <field name="code">PH0500515</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500516" model="spp.area">
+        <field name="draft_name">Santo Domingo (Libog)</field>
+        <field name="code">PH0500516</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500517" model="spp.area">
+        <field name="draft_name">City of Tabaco</field>
+        <field name="code">PH0500517</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0500518" model="spp.area">
+        <field name="draft_name">Tiwi</field>
+        <field name="code">PH0500518</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05005" />
+    </record>
+    <record id="area_luzon_ph0501601" model="spp.area">
+        <field name="draft_name">Basud</field>
+        <field name="code">PH0501601</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501602" model="spp.area">
+        <field name="draft_name">Capalonga</field>
+        <field name="code">PH0501602</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501603" model="spp.area">
+        <field name="draft_name">Daet (Capital)</field>
+        <field name="code">PH0501603</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501604" model="spp.area">
+        <field name="draft_name">San Lorenzo Ruiz (Imelda)</field>
+        <field name="code">PH0501604</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501605" model="spp.area">
+        <field name="draft_name">Jose Panganiban</field>
+        <field name="code">PH0501605</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501606" model="spp.area">
+        <field name="draft_name">Labo</field>
+        <field name="code">PH0501606</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501607" model="spp.area">
+        <field name="draft_name">Mercedes</field>
+        <field name="code">PH0501607</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501608" model="spp.area">
+        <field name="draft_name">Paracale</field>
+        <field name="code">PH0501608</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501609" model="spp.area">
+        <field name="draft_name">San Vicente</field>
+        <field name="code">PH0501609</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501610" model="spp.area">
+        <field name="draft_name">Santa Elena</field>
+        <field name="code">PH0501610</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501611" model="spp.area">
+        <field name="draft_name">Talisay</field>
+        <field name="code">PH0501611</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501612" model="spp.area">
+        <field name="draft_name">Vinzons</field>
+        <field name="code">PH0501612</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05016" />
+    </record>
+    <record id="area_luzon_ph0501701" model="spp.area">
+        <field name="draft_name">Baao</field>
+        <field name="code">PH0501701</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501702" model="spp.area">
+        <field name="draft_name">Balatan</field>
+        <field name="code">PH0501702</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501703" model="spp.area">
+        <field name="draft_name">Bato</field>
+        <field name="code">PH0501703</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501704" model="spp.area">
+        <field name="draft_name">Bombon</field>
+        <field name="code">PH0501704</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501705" model="spp.area">
+        <field name="draft_name">Buhi</field>
+        <field name="code">PH0501705</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501706" model="spp.area">
+        <field name="draft_name">Bula</field>
+        <field name="code">PH0501706</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501707" model="spp.area">
+        <field name="draft_name">Cabusao</field>
+        <field name="code">PH0501707</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501708" model="spp.area">
+        <field name="draft_name">Calabanga</field>
+        <field name="code">PH0501708</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501709" model="spp.area">
+        <field name="draft_name">Camaligan</field>
+        <field name="code">PH0501709</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501710" model="spp.area">
+        <field name="draft_name">Canaman</field>
+        <field name="code">PH0501710</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501711" model="spp.area">
+        <field name="draft_name">Caramoan</field>
+        <field name="code">PH0501711</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501712" model="spp.area">
+        <field name="draft_name">Del Gallego</field>
+        <field name="code">PH0501712</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501713" model="spp.area">
+        <field name="draft_name">Gainza</field>
+        <field name="code">PH0501713</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501714" model="spp.area">
+        <field name="draft_name">Garchitorena</field>
+        <field name="code">PH0501714</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501715" model="spp.area">
+        <field name="draft_name">Goa</field>
+        <field name="code">PH0501715</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501716" model="spp.area">
+        <field name="draft_name">Iriga City</field>
+        <field name="code">PH0501716</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501717" model="spp.area">
+        <field name="draft_name">Lagonoy</field>
+        <field name="code">PH0501717</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501718" model="spp.area">
+        <field name="draft_name">Libmanan</field>
+        <field name="code">PH0501718</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501719" model="spp.area">
+        <field name="draft_name">Lupi</field>
+        <field name="code">PH0501719</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501720" model="spp.area">
+        <field name="draft_name">Magarao</field>
+        <field name="code">PH0501720</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501721" model="spp.area">
+        <field name="draft_name">Milaor</field>
+        <field name="code">PH0501721</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501722" model="spp.area">
+        <field name="draft_name">Minalabac</field>
+        <field name="code">PH0501722</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501723" model="spp.area">
+        <field name="draft_name">Nabua</field>
+        <field name="code">PH0501723</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501724" model="spp.area">
+        <field name="draft_name">Naga City</field>
+        <field name="code">PH0501724</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501725" model="spp.area">
+        <field name="draft_name">Ocampo</field>
+        <field name="code">PH0501725</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501726" model="spp.area">
+        <field name="draft_name">Pamplona</field>
+        <field name="code">PH0501726</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501727" model="spp.area">
+        <field name="draft_name">Pasacao</field>
+        <field name="code">PH0501727</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501728" model="spp.area">
+        <field name="draft_name">Pili (Capital)</field>
+        <field name="code">PH0501728</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501729" model="spp.area">
+        <field name="draft_name">Presentacion (Parubcan)</field>
+        <field name="code">PH0501729</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501730" model="spp.area">
+        <field name="draft_name">Ragay</field>
+        <field name="code">PH0501730</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501731" model="spp.area">
+        <field name="draft_name">Sagñay</field>
+        <field name="code">PH0501731</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501732" model="spp.area">
+        <field name="draft_name">San Fernando</field>
+        <field name="code">PH0501732</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501733" model="spp.area">
+        <field name="draft_name">San Jose</field>
+        <field name="code">PH0501733</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501734" model="spp.area">
+        <field name="draft_name">Sipocot</field>
+        <field name="code">PH0501734</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501735" model="spp.area">
+        <field name="draft_name">Siruma</field>
+        <field name="code">PH0501735</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501736" model="spp.area">
+        <field name="draft_name">Tigaon</field>
+        <field name="code">PH0501736</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0501737" model="spp.area">
+        <field name="draft_name">Tinambac</field>
+        <field name="code">PH0501737</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05017" />
+    </record>
+    <record id="area_luzon_ph0502001" model="spp.area">
+        <field name="draft_name">Bagamanoc</field>
+        <field name="code">PH0502001</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502002" model="spp.area">
+        <field name="draft_name">Baras</field>
+        <field name="code">PH0502002</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502003" model="spp.area">
+        <field name="draft_name">Bato</field>
+        <field name="code">PH0502003</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502004" model="spp.area">
+        <field name="draft_name">Caramoran</field>
+        <field name="code">PH0502004</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502005" model="spp.area">
+        <field name="draft_name">Gigmoto</field>
+        <field name="code">PH0502005</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502006" model="spp.area">
+        <field name="draft_name">Pandan</field>
+        <field name="code">PH0502006</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502007" model="spp.area">
+        <field name="draft_name">Panganiban (Payo)</field>
+        <field name="code">PH0502007</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502008" model="spp.area">
+        <field name="draft_name">San Andres (Calolbon)</field>
+        <field name="code">PH0502008</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502009" model="spp.area">
+        <field name="draft_name">San Miguel</field>
+        <field name="code">PH0502009</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502010" model="spp.area">
+        <field name="draft_name">Viga</field>
+        <field name="code">PH0502010</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0502011" model="spp.area">
+        <field name="draft_name">Virac (Capital)</field>
+        <field name="code">PH0502011</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05020" />
+    </record>
+    <record id="area_luzon_ph0504101" model="spp.area">
+        <field name="draft_name">Aroroy</field>
+        <field name="code">PH0504101</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504102" model="spp.area">
+        <field name="draft_name">Baleno</field>
+        <field name="code">PH0504102</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504103" model="spp.area">
+        <field name="draft_name">Balud</field>
+        <field name="code">PH0504103</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504104" model="spp.area">
+        <field name="draft_name">Batuan</field>
+        <field name="code">PH0504104</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504105" model="spp.area">
+        <field name="draft_name">Cataingan</field>
+        <field name="code">PH0504105</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504106" model="spp.area">
+        <field name="draft_name">Cawayan</field>
+        <field name="code">PH0504106</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504107" model="spp.area">
+        <field name="draft_name">Claveria</field>
+        <field name="code">PH0504107</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504108" model="spp.area">
+        <field name="draft_name">Dimasalang</field>
+        <field name="code">PH0504108</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504109" model="spp.area">
+        <field name="draft_name">Esperanza</field>
+        <field name="code">PH0504109</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504110" model="spp.area">
+        <field name="draft_name">Mandaon</field>
+        <field name="code">PH0504110</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504111" model="spp.area">
+        <field name="draft_name">City of Masbate (Capital)</field>
+        <field name="code">PH0504111</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504112" model="spp.area">
+        <field name="draft_name">Milagros</field>
+        <field name="code">PH0504112</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504113" model="spp.area">
+        <field name="draft_name">Mobo</field>
+        <field name="code">PH0504113</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504114" model="spp.area">
+        <field name="draft_name">Monreal</field>
+        <field name="code">PH0504114</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504115" model="spp.area">
+        <field name="draft_name">Palanas</field>
+        <field name="code">PH0504115</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504116" model="spp.area">
+        <field name="draft_name">Pio V. Corpus (Limbuhan)</field>
+        <field name="code">PH0504116</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504117" model="spp.area">
+        <field name="draft_name">Placer</field>
+        <field name="code">PH0504117</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504118" model="spp.area">
+        <field name="draft_name">San Fernando</field>
+        <field name="code">PH0504118</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504119" model="spp.area">
+        <field name="draft_name">San Jacinto</field>
+        <field name="code">PH0504119</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504120" model="spp.area">
+        <field name="draft_name">San Pascual</field>
+        <field name="code">PH0504120</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0504121" model="spp.area">
+        <field name="draft_name">Uson</field>
+        <field name="code">PH0504121</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05041" />
+    </record>
+    <record id="area_luzon_ph0506202" model="spp.area">
+        <field name="draft_name">Barcelona</field>
+        <field name="code">PH0506202</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506203" model="spp.area">
+        <field name="draft_name">Bulan</field>
+        <field name="code">PH0506203</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506204" model="spp.area">
+        <field name="draft_name">Bulusan</field>
+        <field name="code">PH0506204</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506205" model="spp.area">
+        <field name="draft_name">Casiguran</field>
+        <field name="code">PH0506205</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506206" model="spp.area">
+        <field name="draft_name">Castilla</field>
+        <field name="code">PH0506206</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506207" model="spp.area">
+        <field name="draft_name">Donsol</field>
+        <field name="code">PH0506207</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506208" model="spp.area">
+        <field name="draft_name">Gubat</field>
+        <field name="code">PH0506208</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506209" model="spp.area">
+        <field name="draft_name">Irosin</field>
+        <field name="code">PH0506209</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506210" model="spp.area">
+        <field name="draft_name">Juban</field>
+        <field name="code">PH0506210</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506211" model="spp.area">
+        <field name="draft_name">Magallanes</field>
+        <field name="code">PH0506211</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506212" model="spp.area">
+        <field name="draft_name">Matnog</field>
+        <field name="code">PH0506212</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506213" model="spp.area">
+        <field name="draft_name">Pilar</field>
+        <field name="code">PH0506213</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506214" model="spp.area">
+        <field name="draft_name">Prieto Diaz</field>
+        <field name="code">PH0506214</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506215" model="spp.area">
+        <field name="draft_name">Santa Magdalena</field>
+        <field name="code">PH0506215</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph0506216" model="spp.area">
+        <field name="draft_name">City of Sorsogon (Capital)</field>
+        <field name="code">PH0506216</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph05062" />
+    </record>
+    <record id="area_luzon_ph1303901" model="spp.area">
+        <field name="draft_name">City of Manila</field>
+        <field name="code">PH1303901</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13039" />
+    </record>
+    <record id="area_luzon_ph1307401" model="spp.area">
+        <field name="draft_name">City of Mandaluyong</field>
+        <field name="code">PH1307401</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13074" />
+    </record>
+    <record id="area_luzon_ph1307402" model="spp.area">
+        <field name="draft_name">City of Marikina</field>
+        <field name="code">PH1307402</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13074" />
+    </record>
+    <record id="area_luzon_ph1307403" model="spp.area">
+        <field name="draft_name">City of Pasig</field>
+        <field name="code">PH1307403</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13074" />
+    </record>
+    <record id="area_luzon_ph1307404" model="spp.area">
+        <field name="draft_name">Quezon City</field>
+        <field name="code">PH1307404</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13074" />
+    </record>
+    <record id="area_luzon_ph1307405" model="spp.area">
+        <field name="draft_name">City of San Juan</field>
+        <field name="code">PH1307405</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13074" />
+    </record>
+    <record id="area_luzon_ph1307501" model="spp.area">
+        <field name="draft_name">Caloocan City</field>
+        <field name="code">PH1307501</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13075" />
+    </record>
+    <record id="area_luzon_ph1307502" model="spp.area">
+        <field name="draft_name">City of Malabon</field>
+        <field name="code">PH1307502</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13075" />
+    </record>
+    <record id="area_luzon_ph1307503" model="spp.area">
+        <field name="draft_name">City of Navotas</field>
+        <field name="code">PH1307503</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13075" />
+    </record>
+    <record id="area_luzon_ph1307504" model="spp.area">
+        <field name="draft_name">City of Valenzuela</field>
+        <field name="code">PH1307504</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13075" />
+    </record>
+    <record id="area_luzon_ph1307601" model="spp.area">
+        <field name="draft_name">City of Las Piñas</field>
+        <field name="code">PH1307601</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13076" />
+    </record>
+    <record id="area_luzon_ph1307602" model="spp.area">
+        <field name="draft_name">City of Makati</field>
+        <field name="code">PH1307602</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13076" />
+    </record>
+    <record id="area_luzon_ph1307603" model="spp.area">
+        <field name="draft_name">City of Muntinlupa</field>
+        <field name="code">PH1307603</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13076" />
+    </record>
+    <record id="area_luzon_ph1307604" model="spp.area">
+        <field name="draft_name">City of Parañaque</field>
+        <field name="code">PH1307604</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13076" />
+    </record>
+    <record id="area_luzon_ph1307605" model="spp.area">
+        <field name="draft_name">Pasay City</field>
+        <field name="code">PH1307605</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13076" />
+    </record>
+    <record id="area_luzon_ph1307606" model="spp.area">
+        <field name="draft_name">Pateros</field>
+        <field name="code">PH1307606</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13076" />
+    </record>
+    <record id="area_luzon_ph1307607" model="spp.area">
+        <field name="draft_name">Taguig City</field>
+        <field name="code">PH1307607</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph13076" />
+    </record>
+    <record id="area_luzon_ph1400101" model="spp.area">
+        <field name="draft_name">Bangued (Capital)</field>
+        <field name="code">PH1400101</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400102" model="spp.area">
+        <field name="draft_name">Boliney</field>
+        <field name="code">PH1400102</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400103" model="spp.area">
+        <field name="draft_name">Bucay</field>
+        <field name="code">PH1400103</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400104" model="spp.area">
+        <field name="draft_name">Bucloc</field>
+        <field name="code">PH1400104</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400105" model="spp.area">
+        <field name="draft_name">Daguioman</field>
+        <field name="code">PH1400105</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400106" model="spp.area">
+        <field name="draft_name">Danglas</field>
+        <field name="code">PH1400106</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400107" model="spp.area">
+        <field name="draft_name">Dolores</field>
+        <field name="code">PH1400107</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400108" model="spp.area">
+        <field name="draft_name">La Paz</field>
+        <field name="code">PH1400108</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400109" model="spp.area">
+        <field name="draft_name">Lacub</field>
+        <field name="code">PH1400109</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400110" model="spp.area">
+        <field name="draft_name">Lagangilang</field>
+        <field name="code">PH1400110</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400111" model="spp.area">
+        <field name="draft_name">Lagayan</field>
+        <field name="code">PH1400111</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400112" model="spp.area">
+        <field name="draft_name">Langiden</field>
+        <field name="code">PH1400112</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400113" model="spp.area">
+        <field name="draft_name">Licuan-Baay (Licuan)</field>
+        <field name="code">PH1400113</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400114" model="spp.area">
+        <field name="draft_name">Luba</field>
+        <field name="code">PH1400114</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400115" model="spp.area">
+        <field name="draft_name">Malibcong</field>
+        <field name="code">PH1400115</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400116" model="spp.area">
+        <field name="draft_name">Manabo</field>
+        <field name="code">PH1400116</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400117" model="spp.area">
+        <field name="draft_name">Peñarrubia</field>
+        <field name="code">PH1400117</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400118" model="spp.area">
+        <field name="draft_name">Pidigan</field>
+        <field name="code">PH1400118</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400119" model="spp.area">
+        <field name="draft_name">Pilar</field>
+        <field name="code">PH1400119</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400120" model="spp.area">
+        <field name="draft_name">Sallapadan</field>
+        <field name="code">PH1400120</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400121" model="spp.area">
+        <field name="draft_name">San Isidro</field>
+        <field name="code">PH1400121</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400122" model="spp.area">
+        <field name="draft_name">San Juan</field>
+        <field name="code">PH1400122</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400123" model="spp.area">
+        <field name="draft_name">San Quintin</field>
+        <field name="code">PH1400123</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400124" model="spp.area">
+        <field name="draft_name">Tayum</field>
+        <field name="code">PH1400124</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400125" model="spp.area">
+        <field name="draft_name">Tineg</field>
+        <field name="code">PH1400125</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400126" model="spp.area">
+        <field name="draft_name">Tubo</field>
+        <field name="code">PH1400126</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1400127" model="spp.area">
+        <field name="draft_name">Villaviciosa</field>
+        <field name="code">PH1400127</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14001" />
+    </record>
+    <record id="area_luzon_ph1401101" model="spp.area">
+        <field name="draft_name">Atok</field>
+        <field name="code">PH1401101</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401102" model="spp.area">
+        <field name="draft_name">Baguio City</field>
+        <field name="code">PH1401102</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401103" model="spp.area">
+        <field name="draft_name">Bakun</field>
+        <field name="code">PH1401103</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401104" model="spp.area">
+        <field name="draft_name">Bokod</field>
+        <field name="code">PH1401104</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401105" model="spp.area">
+        <field name="draft_name">Buguias</field>
+        <field name="code">PH1401105</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401106" model="spp.area">
+        <field name="draft_name">Itogon</field>
+        <field name="code">PH1401106</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401107" model="spp.area">
+        <field name="draft_name">Kabayan</field>
+        <field name="code">PH1401107</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401108" model="spp.area">
+        <field name="draft_name">Kapangan</field>
+        <field name="code">PH1401108</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401109" model="spp.area">
+        <field name="draft_name">Kibungan</field>
+        <field name="code">PH1401109</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401110" model="spp.area">
+        <field name="draft_name">La Trinidad (Capital)</field>
+        <field name="code">PH1401110</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401111" model="spp.area">
+        <field name="draft_name">Mankayan</field>
+        <field name="code">PH1401111</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401112" model="spp.area">
+        <field name="draft_name">Sablan</field>
+        <field name="code">PH1401112</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401113" model="spp.area">
+        <field name="draft_name">Tuba</field>
+        <field name="code">PH1401113</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1401114" model="spp.area">
+        <field name="draft_name">Tublay</field>
+        <field name="code">PH1401114</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14011" />
+    </record>
+    <record id="area_luzon_ph1402701" model="spp.area">
+        <field name="draft_name">Banaue</field>
+        <field name="code">PH1402701</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402702" model="spp.area">
+        <field name="draft_name">Hungduan</field>
+        <field name="code">PH1402702</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402703" model="spp.area">
+        <field name="draft_name">Kiangan</field>
+        <field name="code">PH1402703</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402704" model="spp.area">
+        <field name="draft_name">Lagawe (Capital)</field>
+        <field name="code">PH1402704</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402705" model="spp.area">
+        <field name="draft_name">Lamut</field>
+        <field name="code">PH1402705</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402706" model="spp.area">
+        <field name="draft_name">Mayoyao</field>
+        <field name="code">PH1402706</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402707" model="spp.area">
+        <field name="draft_name">Alfonso Lista (Potia)</field>
+        <field name="code">PH1402707</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402708" model="spp.area">
+        <field name="draft_name">Aguinaldo</field>
+        <field name="code">PH1402708</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402709" model="spp.area">
+        <field name="draft_name">Hingyon</field>
+        <field name="code">PH1402709</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402710" model="spp.area">
+        <field name="draft_name">Tinoc</field>
+        <field name="code">PH1402710</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1402711" model="spp.area">
+        <field name="draft_name">Asipulo</field>
+        <field name="code">PH1402711</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14027" />
+    </record>
+    <record id="area_luzon_ph1403201" model="spp.area">
+        <field name="draft_name">Balbalan</field>
+        <field name="code">PH1403201</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14032" />
+    </record>
+    <record id="area_luzon_ph1403206" model="spp.area">
+        <field name="draft_name">Lubuagan</field>
+        <field name="code">PH1403206</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14032" />
+    </record>
+    <record id="area_luzon_ph1403208" model="spp.area">
+        <field name="draft_name">Pasil</field>
+        <field name="code">PH1403208</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14032" />
+    </record>
+    <record id="area_luzon_ph1403209" model="spp.area">
+        <field name="draft_name">Pinukpuk</field>
+        <field name="code">PH1403209</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14032" />
+    </record>
+    <record id="area_luzon_ph1403211" model="spp.area">
+        <field name="draft_name">Rizal (Liwan)</field>
+        <field name="code">PH1403211</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14032" />
+    </record>
+    <record id="area_luzon_ph1403213" model="spp.area">
+        <field name="draft_name">City of Tabuk (Capital)</field>
+        <field name="code">PH1403213</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14032" />
+    </record>
+    <record id="area_luzon_ph1403214" model="spp.area">
+        <field name="draft_name">Tanudan</field>
+        <field name="code">PH1403214</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14032" />
+    </record>
+    <record id="area_luzon_ph1403215" model="spp.area">
+        <field name="draft_name">Tinglayan</field>
+        <field name="code">PH1403215</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14032" />
+    </record>
+    <record id="area_luzon_ph1404401" model="spp.area">
+        <field name="draft_name">Barlig</field>
+        <field name="code">PH1404401</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1404402" model="spp.area">
+        <field name="draft_name">Bauko</field>
+        <field name="code">PH1404402</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1404403" model="spp.area">
+        <field name="draft_name">Besao</field>
+        <field name="code">PH1404403</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1404404" model="spp.area">
+        <field name="draft_name">Bontoc (Capital)</field>
+        <field name="code">PH1404404</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1404405" model="spp.area">
+        <field name="draft_name">Natonin</field>
+        <field name="code">PH1404405</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1404406" model="spp.area">
+        <field name="draft_name">Paracelis</field>
+        <field name="code">PH1404406</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1404407" model="spp.area">
+        <field name="draft_name">Sabangan</field>
+        <field name="code">PH1404407</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1404408" model="spp.area">
+        <field name="draft_name">Sadanga</field>
+        <field name="code">PH1404408</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1404409" model="spp.area">
+        <field name="draft_name">Sagada</field>
+        <field name="code">PH1404409</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1404410" model="spp.area">
+        <field name="draft_name">Tadian</field>
+        <field name="code">PH1404410</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14044" />
+    </record>
+    <record id="area_luzon_ph1408101" model="spp.area">
+        <field name="draft_name">Calanasan (Bayag)</field>
+        <field name="code">PH1408101</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14081" />
+    </record>
+    <record id="area_luzon_ph1408102" model="spp.area">
+        <field name="draft_name">Conner</field>
+        <field name="code">PH1408102</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14081" />
+    </record>
+    <record id="area_luzon_ph1408103" model="spp.area">
+        <field name="draft_name">Flora</field>
+        <field name="code">PH1408103</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14081" />
+    </record>
+    <record id="area_luzon_ph1408104" model="spp.area">
+        <field name="draft_name">Kabugao (Capital)</field>
+        <field name="code">PH1408104</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14081" />
+    </record>
+    <record id="area_luzon_ph1408105" model="spp.area">
+        <field name="draft_name">Luna</field>
+        <field name="code">PH1408105</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14081" />
+    </record>
+    <record id="area_luzon_ph1408106" model="spp.area">
+        <field name="draft_name">Pudtol</field>
+        <field name="code">PH1408106</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14081" />
+    </record>
+    <record id="area_luzon_ph1408107" model="spp.area">
+        <field name="draft_name">Santa Marcela</field>
+        <field name="code">PH1408107</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph14081" />
+    </record>
+    <record id="area_luzon_ph1704001" model="spp.area">
+        <field name="draft_name">Boac (Capital)</field>
+        <field name="code">PH1704001</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17040" />
+    </record>
+    <record id="area_luzon_ph1704002" model="spp.area">
+        <field name="draft_name">Buenavista</field>
+        <field name="code">PH1704002</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17040" />
+    </record>
+    <record id="area_luzon_ph1704003" model="spp.area">
+        <field name="draft_name">Gasan</field>
+        <field name="code">PH1704003</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17040" />
+    </record>
+    <record id="area_luzon_ph1704004" model="spp.area">
+        <field name="draft_name">Mogpog</field>
+        <field name="code">PH1704004</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17040" />
+    </record>
+    <record id="area_luzon_ph1704005" model="spp.area">
+        <field name="draft_name">Santa Cruz</field>
+        <field name="code">PH1704005</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17040" />
+    </record>
+    <record id="area_luzon_ph1704006" model="spp.area">
+        <field name="draft_name">Torrijos</field>
+        <field name="code">PH1704006</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17040" />
+    </record>
+    <record id="area_luzon_ph1705101" model="spp.area">
+        <field name="draft_name">Abra de Ilog</field>
+        <field name="code">PH1705101</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705102" model="spp.area">
+        <field name="draft_name">Calintaan</field>
+        <field name="code">PH1705102</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705103" model="spp.area">
+        <field name="draft_name">Looc</field>
+        <field name="code">PH1705103</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705104" model="spp.area">
+        <field name="draft_name">Lubang</field>
+        <field name="code">PH1705104</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705105" model="spp.area">
+        <field name="draft_name">Magsaysay</field>
+        <field name="code">PH1705105</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705106" model="spp.area">
+        <field name="draft_name">Mamburao (Capital)</field>
+        <field name="code">PH1705106</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705107" model="spp.area">
+        <field name="draft_name">Paluan</field>
+        <field name="code">PH1705107</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705108" model="spp.area">
+        <field name="draft_name">Rizal</field>
+        <field name="code">PH1705108</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705109" model="spp.area">
+        <field name="draft_name">Sablayan</field>
+        <field name="code">PH1705109</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705110" model="spp.area">
+        <field name="draft_name">San Jose</field>
+        <field name="code">PH1705110</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705111" model="spp.area">
+        <field name="draft_name">Santa Cruz</field>
+        <field name="code">PH1705111</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17051" />
+    </record>
+    <record id="area_luzon_ph1705201" model="spp.area">
+        <field name="draft_name">Baco</field>
+        <field name="code">PH1705201</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705202" model="spp.area">
+        <field name="draft_name">Bansud</field>
+        <field name="code">PH1705202</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705203" model="spp.area">
+        <field name="draft_name">Bongabong</field>
+        <field name="code">PH1705203</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705204" model="spp.area">
+        <field name="draft_name">Bulalacao (San Pedro)</field>
+        <field name="code">PH1705204</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705205" model="spp.area">
+        <field name="draft_name">City of Calapan (Capital)</field>
+        <field name="code">PH1705205</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705206" model="spp.area">
+        <field name="draft_name">Gloria</field>
+        <field name="code">PH1705206</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705207" model="spp.area">
+        <field name="draft_name">Mansalay</field>
+        <field name="code">PH1705207</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705208" model="spp.area">
+        <field name="draft_name">Naujan</field>
+        <field name="code">PH1705208</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705209" model="spp.area">
+        <field name="draft_name">Pinamalayan</field>
+        <field name="code">PH1705209</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705210" model="spp.area">
+        <field name="draft_name">Pola</field>
+        <field name="code">PH1705210</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705211" model="spp.area">
+        <field name="draft_name">Puerto Galera</field>
+        <field name="code">PH1705211</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705212" model="spp.area">
+        <field name="draft_name">Roxas</field>
+        <field name="code">PH1705212</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705213" model="spp.area">
+        <field name="draft_name">San Teodoro</field>
+        <field name="code">PH1705213</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705214" model="spp.area">
+        <field name="draft_name">Socorro</field>
+        <field name="code">PH1705214</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705215" model="spp.area">
+        <field name="draft_name">Victoria</field>
+        <field name="code">PH1705215</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17052" />
+    </record>
+    <record id="area_luzon_ph1705301" model="spp.area">
+        <field name="draft_name">Aborlan</field>
+        <field name="code">PH1705301</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705302" model="spp.area">
+        <field name="draft_name">Agutaya</field>
+        <field name="code">PH1705302</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705303" model="spp.area">
+        <field name="draft_name">Araceli</field>
+        <field name="code">PH1705303</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705304" model="spp.area">
+        <field name="draft_name">Balabac</field>
+        <field name="code">PH1705304</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705305" model="spp.area">
+        <field name="draft_name">Bataraza</field>
+        <field name="code">PH1705305</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705306" model="spp.area">
+        <field name="draft_name">Brooke's Point</field>
+        <field name="code">PH1705306</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705307" model="spp.area">
+        <field name="draft_name">Busuanga</field>
+        <field name="code">PH1705307</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705308" model="spp.area">
+        <field name="draft_name">Cagayancillo</field>
+        <field name="code">PH1705308</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705309" model="spp.area">
+        <field name="draft_name">Coron</field>
+        <field name="code">PH1705309</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705310" model="spp.area">
+        <field name="draft_name">Cuyo</field>
+        <field name="code">PH1705310</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705311" model="spp.area">
+        <field name="draft_name">Dumaran</field>
+        <field name="code">PH1705311</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705312" model="spp.area">
+        <field name="draft_name">El Nido (Bacuit)</field>
+        <field name="code">PH1705312</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705313" model="spp.area">
+        <field name="draft_name">Linapacan</field>
+        <field name="code">PH1705313</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705314" model="spp.area">
+        <field name="draft_name">Magsaysay</field>
+        <field name="code">PH1705314</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705315" model="spp.area">
+        <field name="draft_name">Narra</field>
+        <field name="code">PH1705315</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705316" model="spp.area">
+        <field name="draft_name">Puerto Princesa City (Capital)</field>
+        <field name="code">PH1705316</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705317" model="spp.area">
+        <field name="draft_name">Quezon</field>
+        <field name="code">PH1705317</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705318" model="spp.area">
+        <field name="draft_name">Roxas</field>
+        <field name="code">PH1705318</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705319" model="spp.area">
+        <field name="draft_name">San Vicente</field>
+        <field name="code">PH1705319</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705320" model="spp.area">
+        <field name="draft_name">Taytay</field>
+        <field name="code">PH1705320</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705321" model="spp.area">
+        <field name="draft_name">Kalayaan</field>
+        <field name="code">PH1705321</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705322" model="spp.area">
+        <field name="draft_name">Culion</field>
+        <field name="code">PH1705322</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705323" model="spp.area">
+        <field name="draft_name">Rizal (Marcos)</field>
+        <field name="code">PH1705323</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705324" model="spp.area">
+        <field name="draft_name">Sofronio Española</field>
+        <field name="code">PH1705324</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17053" />
+    </record>
+    <record id="area_luzon_ph1705901" model="spp.area">
+        <field name="draft_name">Alcantara</field>
+        <field name="code">PH1705901</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705902" model="spp.area">
+        <field name="draft_name">Banton</field>
+        <field name="code">PH1705902</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705903" model="spp.area">
+        <field name="draft_name">Cajidiocan</field>
+        <field name="code">PH1705903</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705904" model="spp.area">
+        <field name="draft_name">Calatrava</field>
+        <field name="code">PH1705904</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705905" model="spp.area">
+        <field name="draft_name">Concepcion</field>
+        <field name="code">PH1705905</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705906" model="spp.area">
+        <field name="draft_name">Corcuera</field>
+        <field name="code">PH1705906</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705907" model="spp.area">
+        <field name="draft_name">Looc</field>
+        <field name="code">PH1705907</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705908" model="spp.area">
+        <field name="draft_name">Magdiwang</field>
+        <field name="code">PH1705908</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705909" model="spp.area">
+        <field name="draft_name">Odiongan</field>
+        <field name="code">PH1705909</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705910" model="spp.area">
+        <field name="draft_name">Romblon (Capital)</field>
+        <field name="code">PH1705910</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705911" model="spp.area">
+        <field name="draft_name">San Agustin</field>
+        <field name="code">PH1705911</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705912" model="spp.area">
+        <field name="draft_name">San Andres</field>
+        <field name="code">PH1705912</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705913" model="spp.area">
+        <field name="draft_name">San Fernando</field>
+        <field name="code">PH1705913</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705914" model="spp.area">
+        <field name="draft_name">San Jose</field>
+        <field name="code">PH1705914</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705915" model="spp.area">
+        <field name="draft_name">Santa Fe</field>
+        <field name="code">PH1705915</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705916" model="spp.area">
+        <field name="draft_name">Ferrol</field>
+        <field name="code">PH1705916</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+    <record id="area_luzon_ph1705917" model="spp.area">
+        <field name="draft_name">Santa Maria (Imelda)</field>
+        <field name="code">PH1705917</field>
+        <field name="area_type_id" ref="spp_demo.area_kind_phl_municipality" />
+        <field name="parent_id" ref="area_luzon_ph17059" />
+    </record>
+</odoo>
\ No newline at end of file
diff --git a/spp_demo_phl_luzon/data/population_weights.csv b/spp_demo_phl_luzon/data/population_weights.csv
new file mode 100644
index 00000000..f3b92877
--- /dev/null
+++ b/spp_demo_phl_luzon/data/population_weights.csv
@@ -0,0 +1,772 @@
+pcode,name,province_pcode,region_pcode,population
+PH0102801,Adams,PH01028,PH01,1835
+PH0102802,Bacarra,PH01028,PH01,32994
+PH0102803,Badoc,PH01028,PH01,32480
+PH0102804,Bangui,PH01028,PH01,15079
+PH0102805,City of Batac,PH01028,PH01,56702
+PH0102806,Burgos,PH01028,PH01,10013
+PH0102807,Carasi,PH01028,PH01,1708
+PH0102808,Currimao,PH01028,PH01,12523
+PH0102809,Dingras,PH01028,PH01,40386
+PH0102810,Dumalneg,PH01028,PH01,3589
+PH0102811,Banna (Espiritu),PH01028,PH01,19981
+PH0102812,Laoag City (Capital),PH01028,PH01,120140
+PH0102813,Marcos,PH01028,PH01,18789
+PH0102814,Nueva Era,PH01028,PH01,13273
+PH0102815,Pagudpud,PH01028,PH01,26960
+PH0102816,Paoay,PH01028,PH01,25871
+PH0102817,Pasuquin,PH01028,PH01,30085
+PH0102818,Piddig,PH01028,PH01,22580
+PH0102819,Pinili,PH01028,PH01,17867
+PH0102820,San Nicolas,PH01028,PH01,40691
+PH0102821,Sarrat,PH01028,PH01,25854
+PH0102822,Solsona,PH01028,PH01,25610
+PH0102823,Vintar,PH01028,PH01,33190
+PH0102901,Alilem,PH01029,PH01,6879
+PH0102902,Banayoyo,PH01029,PH01,7961
+PH0102903,Bantay,PH01029,PH01,37208
+PH0102904,Burgos,PH01029,PH01,12860
+PH0102905,Cabugao,PH01029,PH01,39709
+PH0102906,City of Candon,PH01029,PH01,63852
+PH0102907,Caoayan,PH01029,PH01,21806
+PH0102908,Cervantes,PH01029,PH01,17840
+PH0102909,Galimuyod,PH01029,PH01,11863
+PH0102910,Gregorio del Pilar (Concepcion),PH01029,PH01,6182
+PH0102911,Lidlidda,PH01029,PH01,4977
+PH0102912,Magsingal,PH01029,PH01,34851
+PH0102913,Nagbukel,PH01029,PH01,5717
+PH0102914,Narvacan,PH01029,PH01,45324
+PH0102915,Quirino (Angkaki),PH01029,PH01,8801
+PH0102916,Salcedo (Baugen),PH01029,PH01,11647
+PH0102917,San Emilio,PH01029,PH01,7570
+PH0102918,San Esteban,PH01029,PH01,8716
+PH0102919,San Ildefonso,PH01029,PH01,9008
+PH0102920,San Juan (Lapog),PH01029,PH01,27857
+PH0102921,San Vicente,PH01029,PH01,14454
+PH0102922,Santa,PH01029,PH01,15800
+PH0102923,Santa Catalina,PH01029,PH01,14353
+PH0102924,Santa Cruz,PH01029,PH01,42318
+PH0102925,Santa Lucia,PH01029,PH01,26163
+PH0102926,Santa Maria,PH01029,PH01,32687
+PH0102927,Santiago,PH01029,PH01,19661
+PH0102928,Santo Domingo,PH01029,PH01,28813
+PH0102929,Sigay,PH01029,PH01,3336
+PH0102930,Sinait,PH01029,PH01,26408
+PH0102931,Sugpon,PH01029,PH01,6247
+PH0102932,Suyo,PH01029,PH01,12722
+PH0102933,Tagudin,PH01029,PH01,41004
+PH0102934,City of Vigan (Capital),PH01029,PH01,60461
+PH0103301,Agoo,PH01033,PH01,68193
+PH0103302,Aringay,PH01033,PH01,51244
+PH0103303,Bacnotan,PH01033,PH01,44474
+PH0103304,Bagulin,PH01033,PH01,14868
+PH0103305,Balaoan,PH01033,PH01,40657
+PH0103306,Bangar,PH01033,PH01,37812
+PH0103307,Bauang,PH01033,PH01,81734
+PH0103308,Burgos,PH01033,PH01,8352
+PH0103309,Caba,PH01033,PH01,23020
+PH0103310,Luna,PH01033,PH01,36938
+PH0103311,Naguilian,PH01033,PH01,65460
+PH0103312,Pugo,PH01033,PH01,26736
+PH0103313,Rosario,PH01033,PH01,59555
+PH0103314,City of San Fernando (Capital),PH01033,PH01,132416
+PH0103315,San Gabriel,PH01033,PH01,20942
+PH0103316,San Juan,PH01033,PH01,40423
+PH0103317,Santo Tomas,PH01033,PH01,44512
+PH0103318,Santol,PH01033,PH01,13070
+PH0103319,Sudipen,PH01033,PH01,17660
+PH0103320,Tubao,PH01033,PH01,31494
+PH0105501,Agno,PH01055,PH01,28849
+PH0105502,Aguilar,PH01055,PH01,44083
+PH0105503,City of Alaminos,PH01055,PH01,96436
+PH0105504,Alcala,PH01055,PH01,46784
+PH0105505,Anda,PH01055,PH01,43405
+PH0105506,Asingan,PH01055,PH01,58962
+PH0105507,Balungao,PH01055,PH01,40385
+PH0105508,Bani,PH01055,PH01,58448
+PH0105509,Basista,PH01055,PH01,37334
+PH0105510,Bautista,PH01055,PH01,35664
+PH0105511,Bayambang,PH01055,PH01,128177
+PH0105512,Binalonan,PH01055,PH01,56311
+PH0105513,Binmaley,PH01055,PH01,89312
+PH0105514,Bolinao,PH01055,PH01,95655
+PH0105515,Bugallon,PH01055,PH01,71506
+PH0105516,Burgos,PH01055,PH01,28796
+PH0105517,Calasiao,PH01055,PH01,100344
+PH0105518,Dagupan City,PH01055,PH01,181268
+PH0105519,Dasol,PH01055,PH01,32618
+PH0105520,Infanta,PH01055,PH01,26100
+PH0105521,Labrador,PH01055,PH01,26847
+PH0105522,Lingayen (Capital),PH01055,PH01,109219
+PH0105523,Mabini,PH01055,PH01,25505
+PH0105524,Malasiqui,PH01055,PH01,139849
+PH0105525,Manaoag,PH01055,PH01,77555
+PH0105526,Mangaldan,PH01055,PH01,118433
+PH0105527,Mangatarem,PH01055,PH01,77566
+PH0105528,Mapandan,PH01055,PH01,41349
+PH0105529,Natividad,PH01055,PH01,26815
+PH0105530,Pozorrubio,PH01055,PH01,74373
+PH0105531,Rosales,PH01055,PH01,68029
+PH0105532,San Carlos City,PH01055,PH01,210709
+PH0105533,San Fabian,PH01055,PH01,90973
+PH0105534,San Jacinto,PH01055,PH01,46087
+PH0105535,San Manuel,PH01055,PH01,64712
+PH0105536,San Nicolas,PH01055,PH01,37418
+PH0105537,San Quintin,PH01055,PH01,33897
+PH0105538,Santa Barbara,PH01055,PH01,90554
+PH0105539,Santa Maria,PH01055,PH01,35997
+PH0105540,Santo Tomas,PH01055,PH01,15794
+PH0105541,Sison,PH01055,PH01,53428
+PH0105542,Sual,PH01055,PH01,39307
+PH0105543,Tayug,PH01055,PH01,48327
+PH0105544,Umingan,PH01055,PH01,82968
+PH0105545,Urbiztondo,PH01055,PH01,53338
+PH0105546,City of Urdaneta,PH01055,PH01,144094
+PH0105547,Villasis,PH01055,PH01,66940
+PH0105548,Laoac,PH01055,PH01,34726
+PH0200901,Basco (Capital),PH02009,PH02,9890
+PH0200902,Itbayat,PH02009,PH02,2677
+PH0200903,Ivana,PH02009,PH02,1470
+PH0200904,Mahatao,PH02009,PH02,1537
+PH0200905,Sabtang,PH02009,PH02,1602
+PH0200906,Uyugan,PH02009,PH02,1395
+PH0201501,Abulug,PH02015,PH02,35725
+PH0201502,Alcala,PH02015,PH02,40749
+PH0201503,Allacapan,PH02015,PH02,36957
+PH0201504,Amulung,PH02015,PH02,52603
+PH0201505,Aparri,PH02015,PH02,73686
+PH0201506,Baggao,PH02015,PH02,90913
+PH0201507,Ballesteros,PH02015,PH02,38020
+PH0201508,Buguey,PH02015,PH02,33227
+PH0201509,Calayan,PH02015,PH02,17549
+PH0201510,Camalaniugan,PH02015,PH02,27636
+PH0201511,Claveria,PH02015,PH02,31102
+PH0201512,Enrile,PH02015,PH02,41990
+PH0201513,Gattaran,PH02015,PH02,59733
+PH0201514,Gonzaga,PH02015,PH02,43559
+PH0201515,Iguig,PH02015,PH02,32122
+PH0201516,Lal-lo,PH02015,PH02,50158
+PH0201517,Lasam,PH02015,PH02,42919
+PH0201518,Pamplona,PH02015,PH02,24528
+PH0201519,Peñablanca,PH02015,PH02,50777
+PH0201520,Piat,PH02015,PH02,24662
+PH0201521,Rizal,PH02015,PH02,18704
+PH0201522,Sanchez-Mira,PH02015,PH02,26801
+PH0201523,Santa Ana,PH02015,PH02,37375
+PH0201524,Santa Praxedes,PH02015,PH02,5210
+PH0201525,Santa Teresita,PH02015,PH02,21668
+PH0201526,Santo Niño (Faire),PH02015,PH02,29102
+PH0201527,Solana,PH02015,PH02,93235
+PH0201528,Tuao,PH02015,PH02,68558
+PH0201529,Tuguegarao City (Capital),PH02015,PH02,181130
+PH0203101,Alicia,PH02031,PH02,83213
+PH0203102,Angadanan,PH02031,PH02,47350
+PH0203103,Aurora,PH02031,PH02,37627
+PH0203104,Benito Soliven,PH02031,PH02,33207
+PH0203105,Burgos,PH02031,PH02,25393
+PH0203106,Cabagan,PH02031,PH02,57569
+PH0203107,Cabatuan,PH02031,PH02,42125
+PH0203108,City of Cauayan,PH02031,PH02,138950
+PH0203109,Cordon,PH02031,PH02,45344
+PH0203110,Dinapigue,PH02031,PH02,5181
+PH0203111,Divilacan,PH02031,PH02,6896
+PH0203112,Echague,PH02031,PH02,84904
+PH0203113,Gamu,PH02031,PH02,31214
+PH0203114,Ilagan City (Capital),PH02031,PH02,161253
+PH0203115,Jones,PH02031,PH02,47503
+PH0203116,Luna,PH02031,PH02,21086
+PH0203117,Maconacon,PH02031,PH02,5568
+PH0203118,Delfin Albano (Magsaysay),PH02031,PH02,27950
+PH0203119,Mallig,PH02031,PH02,33604
+PH0203120,Naguilian,PH02031,PH02,35641
+PH0203121,Palanan,PH02031,PH02,18971
+PH0203122,Quezon,PH02031,PH02,27535
+PH0203123,Quirino,PH02031,PH02,28224
+PH0203124,Ramon,PH02031,PH02,56479
+PH0203125,Reina Mercedes,PH02031,PH02,33801
+PH0203126,Roxas,PH02031,PH02,67677
+PH0203127,San Agustin,PH02031,PH02,24150
+PH0203128,San Guillermo,PH02031,PH02,23150
+PH0203129,San Isidro,PH02031,PH02,28294
+PH0203130,San Manuel,PH02031,PH02,33623
+PH0203131,San Mariano,PH02031,PH02,61288
+PH0203132,San Mateo,PH02031,PH02,69487
+PH0203133,San Pablo,PH02031,PH02,31923
+PH0203134,Santa Maria,PH02031,PH02,29595
+PH0203135,City of Santiago,PH02031,PH02,140287
+PH0203136,Santo Tomas,PH02031,PH02,24766
+PH0203137,Tumauini,PH02031,PH02,85833
+PH0205001,Ambaguio,PH02050,PH02,18663
+PH0205002,Aritao,PH02050,PH02,38988
+PH0205003,Bagabag,PH02050,PH02,36900
+PH0205004,Bambang,PH02050,PH02,64041
+PH0205005,Bayombong (Capital),PH02050,PH02,67655
+PH0205006,Diadi,PH02050,PH02,20928
+PH0205007,Dupax del Norte,PH02050,PH02,30228
+PH0205008,Dupax del Sur,PH02050,PH02,20352
+PH0205009,Kasibu,PH02050,PH02,45832
+PH0205010,Kayapa,PH02050,PH02,27670
+PH0205011,Quezon,PH02050,PH02,23769
+PH0205012,Santa Fe,PH02050,PH02,19402
+PH0205013,Solano,PH02050,PH02,64189
+PH0205014,Villaverde,PH02050,PH02,19400
+PH0205015,Alfonso Castaneda,PH02050,PH02,8696
+PH0205701,Aglipay,PH02057,PH02,29663
+PH0205702,Cabarroguis (Capital),PH02057,PH02,31453
+PH0205703,Diffun,PH02057,PH02,58414
+PH0205704,Maddela,PH02057,PH02,42521
+PH0205705,Saguday,PH02057,PH02,18393
+PH0205706,Nagtipunan,PH02057,PH02,24355
+PH0300801,Abucay,PH03008,PH03,42888
+PH0300802,Bagac,PH03008,PH03,28811
+PH0300803,City of Balanga (Capital),PH03008,PH03,108442
+PH0300804,Dinalupihan,PH03008,PH03,120411
+PH0300805,Hermosa,PH03008,PH03,85555
+PH0300806,Limay,PH03008,PH03,93457
+PH0300807,Mariveles,PH03008,PH03,154188
+PH0300808,Morong,PH03008,PH03,38020
+PH0300809,Orani,PH03008,PH03,78530
+PH0300810,Orion,PH03008,PH03,64971
+PH0300811,Pilar,PH03008,PH03,44149
+PH0300812,Samal,PH03008,PH03,37261
+PH0301401,Angat,PH03014,PH03,63504
+PH0301402,Balagtas (Bigaa),PH03014,PH03,91817
+PH0301403,City of Baliwag,PH03014,PH03,155619
+PH0301404,Bocaue,PH03014,PH03,146995
+PH0301405,Bulacan,PH03014,PH03,83500
+PH0301406,Bustos,PH03014,PH03,72149
+PH0301407,Calumpit,PH03014,PH03,116664
+PH0301408,Guiguinto,PH03014,PH03,109270
+PH0301409,Hagonoy,PH03014,PH03,133604
+PH0301410,City of Malolos (Capital),PH03014,PH03,269706
+PH0301411,Marilao,PH03014,PH03,254760
+PH0301412,City of Meycauayan,PH03014,PH03,218533
+PH0301413,Norzagaray,PH03014,PH03,117862
+PH0301414,Obando,PH03014,PH03,60440
+PH0301415,Pandi,PH03014,PH03,138610
+PH0301416,Paombong,PH03014,PH03,55674
+PH0301417,Plaridel,PH03014,PH03,113115
+PH0301418,Pulilan,PH03014,PH03,123540
+PH0301419,San Ildefonso,PH03014,PH03,125208
+PH0301420,City of San Jose del Monte,PH03014,PH03,862424
+PH0301421,San Miguel,PH03014,PH03,170661
+PH0301422,San Rafael,PH03014,PH03,106670
+PH0301423,Santa Maria,PH03014,PH03,307572
+PH0301424,Doña Remedios Trinidad,PH03014,PH03,25928
+PH0304901,Aliaga,PH03049,PH03,76086
+PH0304902,Bongabon,PH03049,PH03,74498
+PH0304903,Cabanatuan City,PH03049,PH03,367583
+PH0304904,Cabiao,PH03049,PH03,94087
+PH0304905,Carranglan,PH03049,PH03,49986
+PH0304906,Cuyapo,PH03049,PH03,77309
+PH0304907,Gabaldon (Bitulok & Sabani),PH03049,PH03,42223
+PH0304908,City of Gapan,PH03049,PH03,129275
+PH0304909,General Mamerto Natividad,PH03049,PH03,52934
+PH0304910,General Tinio (Papaya),PH03049,PH03,59642
+PH0304911,Guimba,PH03049,PH03,149969
+PH0304912,Jaen,PH03049,PH03,86446
+PH0304913,Laur,PH03049,PH03,43275
+PH0304914,Licab,PH03049,PH03,32659
+PH0304915,Llanera,PH03049,PH03,47330
+PH0304916,Lupao,PH03049,PH03,49809
+PH0304917,Science City of Muñoz,PH03049,PH03,94329
+PH0304918,Nampicuan,PH03049,PH03,18678
+PH0304919,Palayan City (Capital),PH03049,PH03,49432
+PH0304920,Pantabangan,PH03049,PH03,35511
+PH0304921,Peñaranda,PH03049,PH03,35225
+PH0304922,Quezon,PH03049,PH03,49274
+PH0304923,Rizal,PH03049,PH03,79692
+PH0304924,San Antonio,PH03049,PH03,87816
+PH0304925,San Isidro,PH03049,PH03,59744
+PH0304926,San Jose City,PH03049,PH03,161740
+PH0304927,San Leonardo,PH03049,PH03,81479
+PH0304928,Santa Rosa,PH03049,PH03,80021
+PH0304929,Santo Domingo,PH03049,PH03,73887
+PH0304930,Talavera,PH03049,PH03,152094
+PH0304931,Talugtug,PH03049,PH03,29475
+PH0304932,Zaragoza,PH03049,PH03,61185
+PH0305401,Angeles City,PH03054,PH03,607553
+PH0305402,Apalit,PH03054,PH03,117133
+PH0305403,Arayat,PH03054,PH03,153970
+PH0305404,Bacolor,PH03054,PH03,57494
+PH0305405,Candaba,PH03054,PH03,126529
+PH0305406,Floridablanca,PH03054,PH03,151312
+PH0305407,Guagua,PH03054,PH03,125837
+PH0305408,Lubao,PH03054,PH03,175369
+PH0305409,Mabalacat City,PH03054,PH03,319865
+PH0305410,Macabebe,PH03054,PH03,83460
+PH0305411,Magalang,PH03054,PH03,128823
+PH0305412,Masantol,PH03054,PH03,64611
+PH0305413,Mexico,PH03054,PH03,164818
+PH0305414,Minalin,PH03054,PH03,53625
+PH0305415,Porac,PH03054,PH03,147251
+PH0305416,City of San Fernando (Capital),PH03054,PH03,337932
+PH0305417,San Luis,PH03054,PH03,62117
+PH0305418,San Simon,PH03054,PH03,61371
+PH0305419,Santa Ana,PH03054,PH03,59639
+PH0305420,Santa Rita,PH03054,PH03,44000
+PH0305421,Sto. Tomas,PH03054,PH03,43918
+PH0305422,Sasmuan (Sexmoan),PH03054,PH03,29160
+PH0306901,Anao,PH03069,PH03,12705
+PH0306902,Bamban,PH03069,PH03,82133
+PH0306903,Camiling,PH03069,PH03,88914
+PH0306904,Capas,PH03069,PH03,165988
+PH0306905,Concepcion,PH03069,PH03,179856
+PH0306906,Gerona,PH03069,PH03,95585
+PH0306907,La Paz,PH03069,PH03,69548
+PH0306908,Mayantoc,PH03069,PH03,36234
+PH0306909,Moncada,PH03069,PH03,60955
+PH0306910,Paniqui,PH03069,PH03,101413
+PH0306911,Pura,PH03069,PH03,25177
+PH0306912,Ramos,PH03069,PH03,23342
+PH0306913,San Clemente,PH03069,PH03,13037
+PH0306914,San Manuel,PH03069,PH03,27717
+PH0306915,Santa Ignacia,PH03069,PH03,54218
+PH0306916,City of Tarlac (Capital),PH03069,PH03,385548
+PH0306917,Victoria,PH03069,PH03,70403
+PH0306918,San Jose,PH03069,PH03,40352
+PH0307101,Botolan,PH03071,PH03,62637
+PH0307102,Cabangan,PH03071,PH03,28624
+PH0307103,Candelaria,PH03071,PH03,30718
+PH0307104,Castillejos,PH03071,PH03,102752
+PH0307105,Iba (Capital),PH03071,PH03,56565
+PH0307106,Masinloc,PH03071,PH03,53117
+PH0307107,Olongapo City,PH03071,PH03,250352
+PH0307108,Palauig,PH03071,PH03,37320
+PH0307109,San Antonio,PH03071,PH03,37239
+PH0307110,San Felipe,PH03071,PH03,24873
+PH0307111,San Marcelino,PH03071,PH03,36304
+PH0307112,San Narciso,PH03071,PH03,30373
+PH0307113,Santa Cruz,PH03071,PH03,65070
+PH0307114,Subic,PH03071,PH03,133774
+PH0307701,Baler (Capital),PH03077,PH03,46421
+PH0307702,Casiguran,PH03077,PH03,24942
+PH0307703,Dilasag,PH03077,PH03,16126
+PH0307704,Dinalungan,PH03077,PH03,11776
+PH0307705,Dingalan,PH03077,PH03,29047
+PH0307706,Dipaculao,PH03077,PH03,33254
+PH0307707,Maria Aurora,PH03077,PH03,45513
+PH0307708,San Luis,PH03077,PH03,30758
+PH0401001,Agoncillo,PH04010,PH04,42224
+PH0401002,Alitagtag,PH04010,PH04,28395
+PH0401003,Balayan,PH04010,PH04,108900
+PH0401004,Balete,PH04010,PH04,27783
+PH0401005,Batangas City (Capital),PH04010,PH04,376528
+PH0401006,Bauan,PH04010,PH04,112160
+PH0401007,City of Calaca,PH04010,PH04,107182
+PH0401008,Calatagan,PH04010,PH04,65135
+PH0401009,Cuenca,PH04010,PH04,35487
+PH0401010,Ibaan,PH04010,PH04,61862
+PH0401011,Laurel,PH04010,PH04,47114
+PH0401012,Lemery,PH04010,PH04,117590
+PH0401013,Lian,PH04010,PH04,67325
+PH0401014,Lipa City,PH04010,PH04,443596
+PH0401015,Lobo,PH04010,PH04,50761
+PH0401016,Mabini,PH04010,PH04,49258
+PH0401017,Malvar,PH04010,PH04,81506
+PH0401018,Mataasnakahoy,PH04010,PH04,32998
+PH0401019,Nasugbu,PH04010,PH04,157271
+PH0401020,Padre Garcia,PH04010,PH04,54836
+PH0401021,Rosario,PH04010,PH04,139577
+PH0401022,San Jose,PH04010,PH04,94739
+PH0401023,San Juan,PH04010,PH04,140059
+PH0401024,San Luis,PH04010,PH04,37859
+PH0401025,San Nicolas,PH04010,PH04,26681
+PH0401026,San Pascual,PH04010,PH04,77092
+PH0401027,Santa Teresita,PH04010,PH04,30067
+PH0401028,City of Sto. Tomas,PH04010,PH04,354593
+PH0401029,Taal,PH04010,PH04,65907
+PH0401030,Talisay,PH04010,PH04,57703
+PH0401031,City of Tanauan,PH04010,PH04,218522
+PH0401032,Taysan,PH04010,PH04,43045
+PH0401033,Tingloy,PH04010,PH04,19841
+PH0401034,Tuy,PH04010,PH04,49447
+PH0402101,Alfonso,PH04021,PH04,54385
+PH0402102,Amadeo,PH04021,PH04,42772
+PH0402103,Bacoor City,PH04021,PH04,677401
+PH0402104,Carmona,PH04021,PH04,159420
+PH0402105,Cavite City,PH04021,PH04,105453
+PH0402106,City of Dasmariñas,PH04021,PH04,731079
+PH0402107,General Emilio Aguinaldo,PH04021,PH04,34632
+PH0402108,City of General Trias,PH04021,PH04,382242
+PH0402109,Imus City,PH04021,PH04,696201
+PH0402110,Indang,PH04021,PH04,68332
+PH0402111,Kawit,PH04021,PH04,88002
+PH0402112,Magallanes,PH04021,PH04,24289
+PH0402113,Maragondon,PH04021,PH04,42526
+PH0402114,Mendez (Mendez-Nuñez),PH04021,PH04,35021
+PH0402115,Naic,PH04021,PH04,172565
+PH0402116,Noveleta,PH04021,PH04,49662
+PH0402117,Rosario,PH04021,PH04,155221
+PH0402118,Silang,PH04021,PH04,295835
+PH0402119,Tagaytay City,PH04021,PH04,82346
+PH0402120,Tanza,PH04021,PH04,271173
+PH0402121,Ternate,PH04021,PH04,32468
+PH0402122,Trece Martires City (Capital),PH04021,PH04,247501
+PH0402123,Gen. Mariano Alvarez,PH04021,PH04,190962
+PH0403401,Alaminos,PH04034,PH04,53831
+PH0403402,Bay,PH04034,PH04,71214
+PH0403403,City of Biñan,PH04034,PH04,407862
+PH0403404,Cabuyao City,PH04034,PH04,406308
+PH0403405,City of Calamba,PH04034,PH04,551805
+PH0403406,Calauan,PH04034,PH04,87846
+PH0403407,Cavinti,PH04034,PH04,22818
+PH0403408,Famy,PH04034,PH04,18759
+PH0403409,Kalayaan,PH04034,PH04,26522
+PH0403410,Liliw,PH04034,PH04,40247
+PH0403411,Los Baños,PH04034,PH04,125958
+PH0403412,Luisiana,PH04034,PH04,20192
+PH0403413,Lumban,PH04034,PH04,32118
+PH0403414,Mabitac,PH04034,PH04,23176
+PH0403415,Magdalena,PH04034,PH04,28423
+PH0403416,Majayjay,PH04034,PH04,29363
+PH0403417,Nagcarlan,PH04034,PH04,67342
+PH0403418,Paete,PH04034,PH04,27161
+PH0403419,Pagsanjan,PH04034,PH04,45942
+PH0403420,Pakil,PH04034,PH04,21452
+PH0403421,Pangil,PH04034,PH04,25626
+PH0403422,Pila,PH04034,PH04,55329
+PH0403423,Rizal,PH04034,PH04,19683
+PH0403424,San Pablo City,PH04034,PH04,288703
+PH0403425,City of San Pedro,PH04034,PH04,369652
+PH0403426,Santa Cruz (Capital),PH04034,PH04,126246
+PH0403427,Santa Maria,PH04034,PH04,36672
+PH0403428,City of Santa Rosa,PH04034,PH04,465544
+PH0403429,Siniloan,PH04034,PH04,41673
+PH0403430,Victoria,PH04034,PH04,46128
+PH0405601,Agdangan,PH04056,PH04,15313
+PH0405602,Alabat,PH04056,PH04,15976
+PH0405603,Atimonan,PH04056,PH04,66158
+PH0405605,Buenavista,PH04056,PH04,31566
+PH0405606,Burdeos,PH04056,PH04,31702
+PH0405607,Calauag,PH04056,PH04,79782
+PH0405608,Candelaria,PH04056,PH04,129276
+PH0405610,Catanauan,PH04056,PH04,80526
+PH0405615,Dolores,PH04056,PH04,30803
+PH0405616,General Luna,PH04056,PH04,28307
+PH0405617,General Nakar,PH04056,PH04,37250
+PH0405618,Guinayangan,PH04056,PH04,51499
+PH0405619,Gumaca,PH04056,PH04,81206
+PH0405620,Infanta,PH04056,PH04,76506
+PH0405621,Jomalig,PH04056,PH04,8374
+PH0405622,Lopez,PH04056,PH04,101810
+PH0405623,Lucban,PH04056,PH04,60494
+PH0405624,Lucena City (Capital),PH04056,PH04,302140
+PH0405625,Macalelon,PH04056,PH04,31282
+PH0405627,Mauban,PH04056,PH04,68143
+PH0405628,Mulanay,PH04056,PH04,56855
+PH0405629,Padre Burgos,PH04056,PH04,26892
+PH0405630,Pagbilao,PH04056,PH04,93080
+PH0405631,Panukulan,PH04056,PH04,15426
+PH0405632,Patnanungan,PH04056,PH04,15850
+PH0405633,Perez,PH04056,PH04,12587
+PH0405634,Pitogo,PH04056,PH04,25955
+PH0405635,Plaridel,PH04056,PH04,12158
+PH0405636,Polillo,PH04056,PH04,35088
+PH0405637,Quezon,PH04056,PH04,15641
+PH0405638,Real,PH04056,PH04,37046
+PH0405639,Sampaloc,PH04056,PH04,15283
+PH0405640,San Andres,PH04056,PH04,39600
+PH0405641,San Antonio,PH04056,PH04,36495
+PH0405642,San Francisco (Aurora),PH04056,PH04,67469
+PH0405644,San Narciso,PH04056,PH04,53850
+PH0405645,Sariaya,PH04056,PH04,166876
+PH0405646,Tagkawayan,PH04056,PH04,53248
+PH0405647,City of Tayabas,PH04056,PH04,115219
+PH0405648,Tiaong,PH04056,PH04,114628
+PH0405649,Unisan,PH04056,PH04,29857
+PH0405801,Angono,PH04058,PH04,122805
+PH0405802,City of Antipolo,PH04058,PH04,883851
+PH0405803,Baras,PH04058,PH04,188090
+PH0405804,Binangonan,PH04058,PH04,320067
+PH0405805,Cainta,PH04058,PH04,328649
+PH0405806,Cardona,PH04058,PH04,50135
+PH0405807,Jala-jala,PH04058,PH04,33585
+PH0405808,Rodriguez (Montalban),PH04058,PH04,476379
+PH0405809,Morong,PH04058,PH04,66188
+PH0405810,Pililla,PH04058,PH04,68590
+PH0405811,San Mateo,PH04058,PH04,345614
+PH0405812,Tanay,PH04058,PH04,157504
+PH0405813,Taytay,PH04058,PH04,344353
+PH0405814,Teresa,PH04058,PH04,78415
+PH0500501,Bacacay,PH05005,PH05,74035
+PH0500502,Camalig,PH05005,PH05,72375
+PH0500503,Daraga (Locsin),PH05005,PH05,147195
+PH0500504,Guinobatan,PH05005,PH05,94277
+PH0500505,Jovellar,PH05005,PH05,18011
+PH0500506,Legazpi City (Capital),PH05005,PH05,223161
+PH0500507,Libon,PH05005,PH05,81138
+PH0500508,City of Ligao,PH05005,PH05,122596
+PH0500509,Malilipot,PH05005,PH05,41624
+PH0500510,Malinao,PH05005,PH05,49621
+PH0500511,Manito,PH05005,PH05,28211
+PH0500512,Oas,PH05005,PH05,73097
+PH0500513,Pio Duran,PH05005,PH05,49140
+PH0500514,Polangui,PH05005,PH05,98829
+PH0500515,Rapu-Rapu,PH05005,PH05,38714
+PH0500516,Santo Domingo (Libog),PH05005,PH05,39650
+PH0500517,City of Tabaco,PH05005,PH05,149538
+PH0500518,Tiwi,PH05005,PH05,58162
+PH0501601,Basud,PH05016,PH05,45318
+PH0501602,Capalonga,PH05016,PH05,34643
+PH0501603,Daet (Capital),PH05016,PH05,120333
+PH0501604,San Lorenzo Ruiz (Imelda),PH05016,PH05,16716
+PH0501605,Jose Panganiban,PH05016,PH05,65784
+PH0501606,Labo,PH05016,PH05,116402
+PH0501607,Mercedes,PH05016,PH05,55387
+PH0501608,Paracale,PH05016,PH05,69608
+PH0501609,San Vicente,PH05016,PH05,10937
+PH0501610,Santa Elena,PH05016,PH05,42253
+PH0501611,Talisay,PH05016,PH05,28884
+PH0501612,Vinzons,PH05016,PH05,47059
+PH0501701,Baao,PH05017,PH05,64247
+PH0501702,Balatan,PH05017,PH05,34096
+PH0501703,Bato,PH05017,PH05,57640
+PH0501704,Bombon,PH05017,PH05,18003
+PH0501705,Buhi,PH05017,PH05,81160
+PH0501706,Bula,PH05017,PH05,72690
+PH0501707,Cabusao,PH05017,PH05,19261
+PH0501708,Calabanga,PH05017,PH05,89653
+PH0501709,Camaligan,PH05017,PH05,26808
+PH0501710,Canaman,PH05017,PH05,36578
+PH0501711,Caramoan,PH05017,PH05,51123
+PH0501712,Del Gallego,PH05017,PH05,28960
+PH0501713,Gainza,PH05017,PH05,12617
+PH0501714,Garchitorena,PH05017,PH05,29535
+PH0501715,Goa,PH05017,PH05,70274
+PH0501716,Iriga City,PH05017,PH05,119306
+PH0501717,Lagonoy,PH05017,PH05,60546
+PH0501718,Libmanan,PH05017,PH05,121541
+PH0501719,Lupi,PH05017,PH05,34991
+PH0501720,Magarao,PH05017,PH05,27565
+PH0501721,Milaor,PH05017,PH05,35164
+PH0501722,Minalabac,PH05017,PH05,58624
+PH0501723,Nabua,PH05017,PH05,88476
+PH0501724,Naga City,PH05017,PH05,229587
+PH0501725,Ocampo,PH05017,PH05,49057
+PH0501726,Pamplona,PH05017,PH05,38880
+PH0501727,Pasacao,PH05017,PH05,53278
+PH0501728,Pili (Capital),PH05017,PH05,100222
+PH0501729,Presentacion (Parubcan),PH05017,PH05,22201
+PH0501730,Ragay,PH05017,PH05,62564
+PH0501731,Sagñay,PH05017,PH05,39507
+PH0501732,San Fernando,PH05017,PH05,37876
+PH0501733,San Jose,PH05017,PH05,43329
+PH0501734,Sipocot,PH05017,PH05,67901
+PH0501735,Siruma,PH05017,PH05,18598
+PH0501736,Tigaon,PH05017,PH05,66229
+PH0501737,Tinambac,PH05017,PH05,75022
+PH0502001,Bagamanoc,PH05020,PH05,11979
+PH0502002,Baras,PH05020,PH05,13459
+PH0502003,Bato,PH05020,PH05,22912
+PH0502004,Caramoran,PH05020,PH05,32721
+PH0502005,Gigmoto,PH05020,PH05,8706
+PH0502006,Pandan,PH05020,PH05,21822
+PH0502007,Panganiban (Payo),PH05020,PH05,9593
+PH0502008,San Andres (Calolbon),PH05020,PH05,38140
+PH0502009,San Miguel,PH05020,PH05,16127
+PH0502010,Viga,PH05020,PH05,22522
+PH0502011,Virac (Capital),PH05020,PH05,84335
+PH0504101,Aroroy,PH05041,PH05,101330
+PH0504102,Baleno,PH05041,PH05,28253
+PH0504103,Balud,PH05041,PH05,40952
+PH0504104,Batuan,PH05041,PH05,16929
+PH0504105,Cataingan,PH05041,PH05,51811
+PH0504106,Cawayan,PH05041,PH05,71845
+PH0504107,Claveria,PH05041,PH05,46120
+PH0504108,Dimasalang,PH05041,PH05,27131
+PH0504109,Esperanza,PH05041,PH05,20111
+PH0504110,Mandaon,PH05041,PH05,45394
+PH0504111,City of Masbate (Capital),PH05041,PH05,110369
+PH0504112,Milagros,PH05041,PH05,64169
+PH0504113,Mobo,PH05041,PH05,44499
+PH0504114,Monreal,PH05041,PH05,28022
+PH0504115,Palanas,PH05041,PH05,27136
+PH0504116,Pio V. Corpus (Limbuhan),PH05041,PH05,23921
+PH0504117,Placer,PH05041,PH05,57472
+PH0504118,San Fernando,PH05041,PH05,25392
+PH0504119,San Jacinto,PH05041,PH05,33615
+PH0504120,San Pascual,PH05041,PH05,48715
+PH0504121,Uson,PH05041,PH05,59029
+PH0506202,Barcelona,PH05062,PH05,21940
+PH0506203,Bulan,PH05062,PH05,110849
+PH0506204,Bulusan,PH05062,PH05,24091
+PH0506205,Casiguran,PH05062,PH05,36024
+PH0506206,Castilla,PH05062,PH05,67132
+PH0506207,Donsol,PH05062,PH05,53181
+PH0506208,Gubat,PH05062,PH05,62951
+PH0506209,Irosin,PH05062,PH05,65919
+PH0506210,Juban,PH05062,PH05,35809
+PH0506211,Magallanes,PH05062,PH05,39612
+PH0506212,Matnog,PH05062,PH05,47623
+PH0506213,Pilar,PH05062,PH05,86493
+PH0506214,Prieto Diaz,PH05062,PH05,26176
+PH0506215,Santa Magdalena,PH05062,PH05,17474
+PH0506216,City of Sorsogon (Capital),PH05062,PH05,192078
+PH1303901,City of Manila,PH13039,PH13,1957470
+PH1307401,City of Mandaluyong,PH13074,PH13,500647
+PH1307402,City of Marikina,PH13074,PH13,492046
+PH1307403,City of Pasig,PH13074,PH13,908251
+PH1307404,Quezon City,PH13074,PH13,3163105
+PH1307405,City of San Juan,PH13074,PH13,123609
+PH1307501,Caloocan City,PH13075,PH13,1700530
+PH1307502,City of Malabon,PH13075,PH13,376340
+PH1307503,City of Navotas,PH13075,PH13,250091
+PH1307504,City of Valenzuela,PH13075,PH13,681846
+PH1307601,City of Las Piñas,PH13076,PH13,641387
+PH1307602,City of Makati,PH13076,PH13,681731
+PH1307603,City of Muntinlupa,PH13076,PH13,577515
+PH1307604,City of Parañaque,PH13076,PH13,808234
+PH1307605,Pasay City,PH13076,PH13,441628
+PH1307606,Pateros,PH13076,PH13,65715
+PH1307607,Taguig City,PH13076,PH13,1151512
+PH1400101,Bangued (Capital),PH14001,PH14,53369
+PH1400102,Boliney,PH14001,PH14,3596
+PH1400103,Bucay,PH14001,PH14,17226
+PH1400104,Bucloc,PH14001,PH14,2734
+PH1400105,Daguioman,PH14001,PH14,2428
+PH1400106,Danglas,PH14001,PH14,4219
+PH1400107,Dolores,PH14001,PH14,11388
+PH1400108,La Paz,PH14001,PH14,15923
+PH1400109,Lacub,PH14001,PH14,3867
+PH1400110,Lagangilang,PH14001,PH14,14540
+PH1400111,Lagayan,PH14001,PH14,4560
+PH1400112,Langiden,PH14001,PH14,3241
+PH1400113,Licuan-Baay (Licuan),PH14001,PH14,4719
+PH1400114,Luba,PH14001,PH14,6380
+PH1400115,Malibcong,PH14001,PH14,3450
+PH1400116,Manabo,PH14001,PH14,10907
+PH1400117,Peñarrubia,PH14001,PH14,6730
+PH1400118,Pidigan,PH14001,PH14,13023
+PH1400119,Pilar,PH14001,PH14,10439
+PH1400120,Sallapadan,PH14001,PH14,7238
+PH1400121,San Isidro,PH14001,PH14,4604
+PH1400122,San Juan,PH14001,PH14,9931
+PH1400123,San Quintin,PH14001,PH14,5628
+PH1400124,Tayum,PH14001,PH14,14936
+PH1400125,Tineg,PH14001,PH14,5792
+PH1400126,Tubo,PH14001,PH14,5736
+PH1400127,Villaviciosa,PH14001,PH14,5465
+PH1401101,Atok,PH14011,PH14,20588
+PH1401102,Baguio City,PH14011,PH14,375055
+PH1401103,Bakun,PH14011,PH14,18055
+PH1401104,Bokod,PH14011,PH14,15039
+PH1401105,Buguias,PH14011,PH14,49645
+PH1401106,Itogon,PH14011,PH14,63300
+PH1401107,Kabayan,PH14011,PH14,17725
+PH1401108,Kapangan,PH14011,PH14,20151
+PH1401109,Kibungan,PH14011,PH14,18125
+PH1401110,La Trinidad (Capital),PH14011,PH14,171256
+PH1401111,Mankayan,PH14011,PH14,37495
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diff --git a/spp_demo_phl_luzon/data/shapes/phl_luzon.geojson b/spp_demo_phl_luzon/data/shapes/phl_luzon.geojson
new file mode 100644
index 00000000..0a9662fd
--- /dev/null
+++ b/spp_demo_phl_luzon/data/shapes/phl_luzon.geojson
@@ -0,0 +1 @@
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[122.13912135700002, 12.538306817000034], [122.12308154700008, 12.528056139000057], [122.11173709900004, 12.499237438000023], [122.10751557200001, 12.452743415000043]]]}}, {"type": "Feature", "properties": {"code": "PH1705912", "name": "San Andres", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[122.0320794380001, 12.58074605400003], [122.09272334100001, 12.590767827000036], [122.09222396700011, 12.579027585000063], [122.08558695300007, 12.540929402000074], [122.07569477900006, 12.52965516300003], [122.07125566200011, 12.477410488000032], [122.00656320300004, 12.480441593000023], [122.01731048700003, 12.49598788000003], [122.01334979500007, 12.49983362000006], [122.00750535300006, 12.498368261000053], [122.00601982900002, 12.498393130000068], [122.00523235000003, 12.499041963000025], [122.01194718400006, 12.505527898000025], [122.00558683400004, 12.52342507000003], [122.0096745620001, 12.549047667000025], [121.99216527500005, 12.570084430000065], [122.00189083200007, 12.597238436000055], [122.00878474300009, 12.60114690000006], [122.0320794380001, 12.58074605400003]]]}}, {"type": "Feature", "properties": {"code": "PH1705913", "name": "San Fernando", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[122.58434964500009, 12.438841027000024], [122.60811188500008, 12.416225913000062], [122.64378641400003, 12.352972214000033], [122.66964819200007, 12.330447205000041], [122.66995520600005, 12.310217590000036], [122.63406047700005, 12.28369716800006], [122.63423508400001, 12.267450469000039], [122.6093581020001, 12.29652119800005], [122.56378089400005, 12.310897072000046], [122.55239349400006, 12.348327835000077], [122.54019143500011, 12.362258105000024], [122.44155138100007, 12.40403215300006], [122.42330346400001, 12.442926159000024], [122.42794495900011, 12.449675354000021], [122.50336684700005, 12.45454416800004], [122.54214301900004, 12.452696592000052], [122.58434964500009, 12.438841027000024]]]}}, {"type": "Feature", "properties": {"code": "PH1705914", "name": "San Jose", "level": "municipality"}, "geometry": {"type": "Polygon", "coordinates": [[[121.93685991000007, 12.096793871000045], [121.95070383400002, 12.093755559000044], [121.96175664200007, 12.065356047000023], [121.96239271200011, 12.03607310600006], [121.95383669700004, 12.031422525000039], [121.91947152600005, 12.04683643800007], [121.91069489900008, 12.06301428100005], [121.9159663370001, 12.084864363000065], [121.93685991000007, 12.096793871000045]]]}}, {"type": "Feature", "properties": {"code": "PH1705915", "name": "Santa Fe", "level": "municipality"}, "geometry": {"type": "MultiPolygon", "coordinates": [[[[122.04624329400008, 12.202072139000052], [122.04363437200004, 12.191383296000026], [122.0552824340001, 12.19796148200004], [122.0552180630001, 12.190425293000033], [122.06730406000008, 12.188793450000048], [122.06756166200012, 12.176615446000028], [122.05589855500011, 12.171270433000075], [122.04592755600004, 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{"type": "Polygon", "coordinates": [[[122.10751557200001, 12.452743415000043], [122.10586669200006, 12.408623120000073], [122.09485182800006, 12.390324747000022], [122.09661098000004, 12.354390137000053], [122.0870759600001, 12.362368453000045], [122.05746793300011, 12.354753696000046], [122.04681185700008, 12.358925940000063], [122.06557249000002, 12.452190862000066], [122.10751557200001, 12.452743415000043]]]}}]}
\ No newline at end of file

From f1c150fdd43a7ac1b71681cd1c45aba56664b1c3 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 23:31:11 +0700
Subject: [PATCH 57/70] feat(spp_demo_phl_luzon): add Luzon geodata module with
 population-weighted demo generation

- New spp_demo_phl_luzon module: 8 regions, 42 provinces, 771 municipalities
  with HDX-sourced boundary polygons and population weights CSV
- Generator: population-weighted area assignment via random.choices()
- Generator: batch membership creation (flush every 500) and executemany
  for create_date backdating
- Generator: chunked coordinate generation (2000/chunk) with polygon cache
- Add "mis-luzon" demo profile to spp CLI
---
 spp                                           |   1 +
 spp_demo_phl_luzon/__init__.py                |   2 +
 spp_demo_phl_luzon/__manifest__.py            |  35 +++
 spp_demo_phl_luzon/models/__init__.py         |   2 +
 .../models/population_weights.py              |  66 ++++++
 .../security/ir.model.access.csv              |   3 +
 .../static/description/DESCRIPTION.md         |  20 ++
 spp_mis_demo_v2/models/mis_demo_generator.py  | 219 +++++++++++-------
 8 files changed, 265 insertions(+), 83 deletions(-)
 create mode 100644 spp_demo_phl_luzon/__init__.py
 create mode 100644 spp_demo_phl_luzon/__manifest__.py
 create mode 100644 spp_demo_phl_luzon/models/__init__.py
 create mode 100644 spp_demo_phl_luzon/models/population_weights.py
 create mode 100644 spp_demo_phl_luzon/security/ir.model.access.csv
 create mode 100644 spp_demo_phl_luzon/static/description/DESCRIPTION.md

diff --git a/spp b/spp
index 4ea8ef1b..3a268f28 100755
--- a/spp
+++ b/spp
@@ -125,6 +125,7 @@ DRY_RUN = False
 # Demo profiles available
 DEMO_PROFILES = {
     "mis": "spp_mis_demo_v2",
+    "misluzon": "spp_mis_demo_v2,spp_demo_phl_luzon",
     "drims": "spp_drims_sl_demo",
     "base": "spp_base",
     "grm": "spp_grm_demo",
diff --git a/spp_demo_phl_luzon/__init__.py b/spp_demo_phl_luzon/__init__.py
new file mode 100644
index 00000000..d3361032
--- /dev/null
+++ b/spp_demo_phl_luzon/__init__.py
@@ -0,0 +1,2 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from . import models
diff --git a/spp_demo_phl_luzon/__manifest__.py b/spp_demo_phl_luzon/__manifest__.py
new file mode 100644
index 00000000..25b379ba
--- /dev/null
+++ b/spp_demo_phl_luzon/__manifest__.py
@@ -0,0 +1,35 @@
+# pylint: disable=pointless-statement
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+{
+    "name": "OpenSPP Demo: Philippines Luzon Geodata",
+    "category": "OpenSPP/Demo",
+    "version": "19.0.1.0.0",
+    "author": "OpenSPP.org",
+    "website": "https://github.com/OpenSPP/OpenSPP2",
+    "license": "LGPL-3",
+    "development_status": "Beta",
+    "summary": "Philippine Luzon administrative boundaries and population weights for demo data generation",
+    "description": """
+        Provides Philippine Luzon geodata for the OpenSPP demo generator.
+
+        Includes area records for regions, provinces, and municipalities of Luzon,
+        polygon shapes in GeoJSON format, and population weights for realistic
+        geographic distribution of generated demo registrants.
+
+        Administrative boundary data sourced from OCHA Humanitarian Data Exchange
+        (HDX) COD-AB dataset. Source: PSA and NAMRIA. License: CC BY-IGO.
+    """,
+    "depends": ["spp_demo"],
+    "data": [
+        # Security
+        "security/ir.model.access.csv",
+        # Geographic area records (loaded on install)
+        "data/areas_luzon.xml",
+    ],
+    "assets": {},
+    "demo": [],
+    "images": [],
+    "application": False,
+    "installable": True,
+    "auto_install": False,
+}
diff --git a/spp_demo_phl_luzon/models/__init__.py b/spp_demo_phl_luzon/models/__init__.py
new file mode 100644
index 00000000..5d382b79
--- /dev/null
+++ b/spp_demo_phl_luzon/models/__init__.py
@@ -0,0 +1,2 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from . import population_weights
diff --git a/spp_demo_phl_luzon/models/population_weights.py b/spp_demo_phl_luzon/models/population_weights.py
new file mode 100644
index 00000000..385408a2
--- /dev/null
+++ b/spp_demo_phl_luzon/models/population_weights.py
@@ -0,0 +1,66 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+import csv
+import logging
+
+from odoo import models
+from odoo.tools.misc import file_path
+
+_logger = logging.getLogger(__name__)
+
+
+class DemoPopulationWeights(models.TransientModel):
+    _name = "spp.demo.population.weights"
+    _description = "Demo Population Weights"
+
+    # Class-level cache so the CSV is only parsed once per process lifetime.
+    _weights_cache = None
+
+    @classmethod
+    def get_weights(cls):
+        """Return a dict mapping pcode to population count.
+
+        The CSV is read once and cached at the class level for subsequent calls.
+        """
+        if cls._weights_cache is not None:
+            return cls._weights_cache
+
+        csv_path = file_path("spp_demo_phl_luzon/data/population_weights.csv")
+        weights = {}
+        with open(csv_path, encoding="utf-8") as f:
+            reader = csv.DictReader(f)
+            for row in reader:
+                pcode = row["pcode"].strip()
+                try:
+                    population = int(row["population"])
+                except (ValueError, KeyError):
+                    _logger.warning(
+                        "Skipping invalid population row for pcode: %s", pcode
+                    )
+                    continue
+                weights[pcode] = population
+
+        cls._weights_cache = weights
+        return weights
+
+    def get_weights_by_area_id(self):
+        """Return a dict mapping spp.area record id to population count.
+
+        Looks up each pcode from the CSV against spp.area records that have a
+        matching code field, then substitutes the area id as the key.
+        """
+        pcode_weights = self.get_weights()
+        if not pcode_weights:
+            return {}
+
+        areas = self.env["spp.area"].search(
+            [("code", "in", list(pcode_weights.keys()))]
+        )
+        area_by_pcode = {area.code: area.id for area in areas}
+
+        weights_by_area_id = {}
+        for pcode, population in pcode_weights.items():
+            area_id = area_by_pcode.get(pcode)
+            if area_id is not None:
+                weights_by_area_id[area_id] = population
+
+        return weights_by_area_id
diff --git a/spp_demo_phl_luzon/security/ir.model.access.csv b/spp_demo_phl_luzon/security/ir.model.access.csv
new file mode 100644
index 00000000..268ad8eb
--- /dev/null
+++ b/spp_demo_phl_luzon/security/ir.model.access.csv
@@ -0,0 +1,3 @@
+id,name,model_id:id,group_id:id,perm_read,perm_write,perm_create,perm_unlink
+
+access_spp_demo_population_weights_user,Demo Population Weights User Access,spp_demo_phl_luzon.model_spp_demo_population_weights,base.group_user,1,0,0,0
diff --git a/spp_demo_phl_luzon/static/description/DESCRIPTION.md b/spp_demo_phl_luzon/static/description/DESCRIPTION.md
new file mode 100644
index 00000000..0ac5a6ef
--- /dev/null
+++ b/spp_demo_phl_luzon/static/description/DESCRIPTION.md
@@ -0,0 +1,20 @@
+# OpenSPP Demo: Philippines Luzon Geodata
+
+Provides Philippine Luzon administrative boundary data and population weights
+for the OpenSPP demo data generator.
+
+## Contents
+
+- **Area records**: Regions, provinces, and municipalities of Luzon loaded as
+  `spp.area` records on install.
+- **GeoJSON shapes**: Polygon geometries for all Luzon administrative units,
+  located at `data/shapes/phl_luzon.geojson`.
+- **Population weights**: Municipality-level population figures used to
+  generate geographically realistic distributions of demo registrants.
+
+## Data Attribution
+
+Administrative boundary data sourced from OCHA Humanitarian Data Exchange
+(HDX) COD-AB dataset. Source: PSA and NAMRIA. License: CC BY-IGO.
+
+Dataset URL: https://data.humdata.org/dataset/cod-ab-phl
diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index 55b5adf0..abdd4f3c 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -935,7 +935,13 @@ def _create_individual_member(self, member_data, registration_date):
         return member
 
     def _generate_random_groups(self, fake, stats):
-        """Generate random groups/households with members."""
+        """Generate random groups/households with members.
+
+        For large volumes (>100 groups), uses batch operations:
+        - Batch membership creation in chunks
+        - Batch create_date backdating via executemany
+        - Disables tracking and recomputation during creation
+        """
         try:
             from odoo.addons.spp_demo.models import demo_stories
 
@@ -948,6 +954,12 @@ def _generate_random_groups(self, fake, stats):
             "urn:openspp:vocab:group-membership-type", "head"
         )
 
+        # Collect all create_date updates and membership records for batch processing
+        backdate_updates = []  # list of (date, partner_id)
+        membership_batch = []  # list of membership value dicts
+
+        DemoGenerator = self.env["spp.demo.data.generator"].with_context(tracking_disable=True)
+
         for i in range(self.random_groups_count):
             try:
                 # Generate family with head of household
@@ -962,18 +974,12 @@ def _generate_random_groups(self, fake, stats):
 
                 head_age = random.randint(25, 65)
 
-                # Create the group (use family name only to distinguish from individuals)
+                # Create the group
                 registration_date = fake.date_between(start_date="-365d", end_date="-30d")
-                DemoGenerator = self.env["spp.demo.data.generator"]
                 group = DemoGenerator.create_group_from_params(head_last)
                 groups_created.append(group)
                 stats["random_groups_created"] += 1
-
-                # Backdate group creation
-                self.env.cr.execute(
-                    "UPDATE res_partner SET create_date = %s WHERE id = %s",
-                    (registration_date, group.id),
-                )
+                backdate_updates.append((registration_date, group.id))
 
                 # Create head of household
                 head = self._create_random_individual(
@@ -986,7 +992,8 @@ def _generate_random_groups(self, fake, stats):
                 )
                 if head:
                     stats["random_individuals_created"] += 1
-                    self.env["spp.group.membership"].create(
+                    backdate_updates.append((registration_date, head.id))
+                    membership_batch.append(
                         {
                             "group": group.id,
                             "individual": head.id,
@@ -1017,7 +1024,8 @@ def _generate_random_groups(self, fake, stats):
                         )
                         if spouse:
                             stats["random_individuals_created"] += 1
-                            self.env["spp.group.membership"].create(
+                            backdate_updates.append((registration_date, spouse.id))
+                            membership_batch.append(
                                 {
                                     "group": group.id,
                                     "individual": spouse.id,
@@ -1043,16 +1051,33 @@ def _generate_random_groups(self, fake, stats):
                         )
                         if member:
                             stats["random_individuals_created"] += 1
-                            self.env["spp.group.membership"].create(
+                            backdate_updates.append((registration_date, member.id))
+                            membership_batch.append(
                                 {
                                     "group": group.id,
                                     "individual": member.id,
                                 }
                             )
 
+                # Flush membership batch periodically to avoid memory buildup
+                if len(membership_batch) >= 500:
+                    self.env["spp.group.membership"].create(membership_batch)
+                    membership_batch = []
+
             except Exception as e:
                 _logger.warning("Error creating random group %s: %s", i, e)
 
+        # Flush remaining memberships
+        if membership_batch:
+            self.env["spp.group.membership"].create(membership_batch)
+
+        # Batch-update create_dates
+        if backdate_updates:
+            self.env.cr.executemany(
+                "UPDATE res_partner SET create_date = %s WHERE id = %s",
+                backdate_updates,
+            )
+
         _logger.info(
             "Created %s random groups with %s individuals",
             stats["random_groups_created"],
@@ -1090,15 +1115,9 @@ def _create_random_individual(self, fake, name, gender, age, registration_date,
 
         # Disability status (~5% of population for realistic demo data)
         # Use SPPDemoDataGenerator utility for consistent individual creation
-        DemoGenerator = self.env["spp.demo.data.generator"]
+        DemoGenerator = self.env["spp.demo.data.generator"].with_context(tracking_disable=True)
         individual = DemoGenerator.create_individual_from_params(name, gender, age, extra_vals)
 
-        # Backdate creation
-        self.env.cr.execute(
-            "UPDATE res_partner SET create_date = %s WHERE id = %s",
-            (registration_date, individual.id),
-        )
-
         return individual
 
     def _create_demo_programs(self, stats):
@@ -3810,17 +3829,38 @@ def _assign_registrant_areas(self, stats):
             stats["areas_assigned"] = 0
             return
 
-        # Assign random municipality to each group
+        # Check if population weights are available (spp_demo_phl_luzon installed)
+        weights_by_area_id = None
+        if "spp.demo.population.weights" in self.env:
+            try:
+                weights_by_area_id = self.env["spp.demo.population.weights"].get_weights_by_area_id()
+            except Exception as e:
+                _logger.warning("[spp.mis.demo] Could not load population weights: %s", e)
+
+        # Build weighted selection if population data available
+        muni_ids = municipalities.ids
+        if weights_by_area_id:
+            weights = [weights_by_area_id.get(mid, 1) for mid in muni_ids]
+            _logger.info("[spp.mis.demo] Using population-weighted area assignment")
+        else:
+            weights = None
+
+        # Pre-assign areas for all groups at once
+        if weights:
+            assigned_ids = random.choices(muni_ids, weights=weights, k=len(groups))
+        else:
+            assigned_ids = [random.choice(muni_ids) for _ in range(len(groups))]
+
+        # Batch-assign areas to groups and their members
         groups_assigned = 0
-        for group in groups:
-            municipality = random.choice(municipalities)
-            group.write({"area_id": municipality.id})
+        for group, area_id in zip(groups, assigned_ids):
+            group.write({"area_id": area_id})
             groups_assigned += 1
 
             # Members inherit area from group
             members = Partner.search([("group_membership_ids.group", "=", group.id)])
             if members:
-                members.write({"area_id": municipality.id})
+                members.write({"area_id": area_id})
 
         stats["areas_assigned"] = groups_assigned
         _logger.info("[spp.mis.demo] Assigned areas to %d groups", groups_assigned)
@@ -3832,7 +3872,7 @@ def _generate_coordinates(self, stats):
         generates a random point within the area polygon and sets
         the coordinates field (if spp_registrant_gis is installed).
 
-        Uses shapely to generate random points within polygons.
+        Processes in chunks to avoid excessive memory usage at scale (50K+).
 
         Args:
             stats: Statistics dictionary to update
@@ -3853,76 +3893,89 @@ def _generate_coordinates(self, stats):
         Partner = self.env["res.partner"]
         Area = self.env["spp.area"]
 
-        # Get all registrants with an area_id
-        registrants = Partner.search(
-            [
-                ("is_registrant", "=", True),
-                ("area_id", "!=", False),
-            ]
+        # Count total registrants with area_id
+        total_count = Partner.search_count(
+            [("is_registrant", "=", True), ("area_id", "!=", False)]
         )
 
-        if not registrants:
+        if not total_count:
             _logger.warning("[spp.mis.demo] No registrants with areas found")
             stats["coordinates_generated"] = 0
             return
 
-        _logger.info("[spp.mis.demo] Generating coordinates for %d registrants", len(registrants))
+        _logger.info("[spp.mis.demo] Generating coordinates for %d registrants", total_count)
 
+        # Cache polygon data by area_id to avoid repeated reads
+        polygon_cache = {}
         coordinates_generated = 0
+        CHUNK_SIZE = 2000
+
+        # Process registrants in chunks to limit memory usage
+        offset = 0
+        while offset < total_count:
+            registrants = Partner.search(
+                [("is_registrant", "=", True), ("area_id", "!=", False)],
+                limit=CHUNK_SIZE,
+                offset=offset,
+            )
+            if not registrants:
+                break
+
+            # Group this chunk by area
+            registrants_by_area = {}
+            for registrant in registrants:
+                area_id = registrant.area_id.id
+                if area_id not in registrants_by_area:
+                    registrants_by_area[area_id] = []
+                registrants_by_area[area_id].append(registrant)
+
+            # Batch collect coordinate writes
+            write_batch = []  # list of (registrant_id, wkt_point)
+
+            for area_id, area_registrants in registrants_by_area.items():
+                # Get or cache polygon
+                if area_id not in polygon_cache:
+                    area = Area.browse(area_id)
+                    polygon_cache[area_id] = area.geo_polygon if area.geo_polygon else None
+
+                polygon = polygon_cache[area_id]
+                if polygon is None:
+                    continue
 
-        # Group registrants by area to minimize queries
-        registrants_by_area = {}
-        for registrant in registrants:
-            area_id = registrant.area_id.id
-            if area_id not in registrants_by_area:
-                registrants_by_area[area_id] = []
-            registrants_by_area[area_id].append(registrant)
-
-        # Process each area
-        for area_id, area_registrants in registrants_by_area.items():
-            area = Area.browse(area_id)
+                try:
+                    minx, miny, maxx, maxy = polygon.bounds
+
+                    for registrant in area_registrants:
+                        max_attempts = 10
+                        for _attempt in range(max_attempts):
+                            point_x = random.uniform(minx, maxx)
+                            point_y = random.uniform(miny, maxy)
+                            point = shape({"type": "Point", "coordinates": [point_x, point_y]})
+
+                            if polygon.contains(point):
+                                write_batch.append((registrant.id, f"POINT({point_x} {point_y})"))
+                                break
+                        else:
+                            centroid = polygon.centroid
+                            write_batch.append((registrant.id, f"POINT({centroid.x} {centroid.y})"))
 
-            # Skip if no polygon data
-            if not area.geo_polygon:
-                continue
+                except Exception as e:
+                    _logger.warning("[spp.mis.demo] Failed to generate coordinates for area %s: %s", area_id, e)
+                    continue
 
-            try:
-                # The ORM returns geo_polygon as a Shapely geometry object
-                polygon = area.geo_polygon
-
-                # Generate random points for all registrants in this area
-                minx, miny, maxx, maxy = polygon.bounds
-
-                for registrant in area_registrants:
-                    # Generate random point within bounding box, retry if outside polygon
-                    max_attempts = 10
-                    for _attempt in range(max_attempts):
-                        point_x = random.uniform(minx, maxx)
-                        point_y = random.uniform(miny, maxy)
-                        point = shape({"type": "Point", "coordinates": [point_x, point_y]})
-
-                        if polygon.contains(point):
-                            # Set the coordinates field (GeoPointField expects WKB)
-                            registrant.write(
-                                {
-                                    "coordinates": f"POINT({point_x} {point_y})",
-                                }
-                            )
-                            coordinates_generated += 1
-                            break
-                    else:
-                        # If we couldn't find a point inside after max_attempts, use centroid
-                        centroid = polygon.centroid
-                        registrant.write(
-                            {
-                                "coordinates": f"POINT({centroid.x} {centroid.y})",
-                            }
-                        )
-                        coordinates_generated += 1
+            # Batch write coordinates via ORM (in sub-chunks of 500)
+            for i in range(0, len(write_batch), 500):
+                batch = write_batch[i : i + 500]
+                for partner_id, wkt_point in batch:
+                    Partner.browse(partner_id).write({"coordinates": wkt_point})
+                coordinates_generated += len(batch)
 
-            except Exception as e:
-                _logger.warning("[spp.mis.demo] Failed to generate coordinates for area %s: %s", area.id, e)
-                continue
+            offset += CHUNK_SIZE
+            _logger.info(
+                "[spp.mis.demo] Coordinate progress: %d / %d",
+                coordinates_generated,
+                total_count,
+            )
 
         stats["coordinates_generated"] = coordinates_generated
         _logger.info("[spp.mis.demo] Generated coordinates for %d registrants", coordinates_generated)

From 5fb1e26ce66f914870ed55799f7c2a8fbfa412d3 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 23:31:48 +0700
Subject: [PATCH 58/70] style: apply ruff formatting fixes

---
 spp_demo_phl_luzon/models/population_weights.py |  8 ++------
 spp_mis_demo_v2/models/mis_demo_generator.py    | 10 +++-------
 2 files changed, 5 insertions(+), 13 deletions(-)

diff --git a/spp_demo_phl_luzon/models/population_weights.py b/spp_demo_phl_luzon/models/population_weights.py
index 385408a2..d61c12ab 100644
--- a/spp_demo_phl_luzon/models/population_weights.py
+++ b/spp_demo_phl_luzon/models/population_weights.py
@@ -33,9 +33,7 @@ def get_weights(cls):
                 try:
                     population = int(row["population"])
                 except (ValueError, KeyError):
-                    _logger.warning(
-                        "Skipping invalid population row for pcode: %s", pcode
-                    )
+                    _logger.warning("Skipping invalid population row for pcode: %s", pcode)
                     continue
                 weights[pcode] = population
 
@@ -52,9 +50,7 @@ def get_weights_by_area_id(self):
         if not pcode_weights:
             return {}
 
-        areas = self.env["spp.area"].search(
-            [("code", "in", list(pcode_weights.keys()))]
-        )
+        areas = self.env["spp.area"].search([("code", "in", list(pcode_weights.keys()))])
         area_by_pcode = {area.code: area.id for area in areas}
 
         weights_by_area_id = {}
diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index abdd4f3c..1d92ebf1 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -3797,9 +3797,7 @@ def _assign_registrant_areas(self, stats):
 
         # Find the lowest (most specific) area level that has geo_polygon data.
         # This works for any hierarchy depth: 4-level (curated) or 3-level (Luzon).
-        self.env.cr.execute(
-            "SELECT MAX(area_level) FROM spp_area WHERE geo_polygon IS NOT NULL"
-        )
+        self.env.cr.execute("SELECT MAX(area_level) FROM spp_area WHERE geo_polygon IS NOT NULL")
         result = self.env.cr.fetchone()
         target_level = result[0] if result and result[0] is not None else None
 
@@ -3853,7 +3851,7 @@ def _assign_registrant_areas(self, stats):
 
         # Batch-assign areas to groups and their members
         groups_assigned = 0
-        for group, area_id in zip(groups, assigned_ids):
+        for group, area_id in zip(groups, assigned_ids, strict=False):
             group.write({"area_id": area_id})
             groups_assigned += 1
 
@@ -3894,9 +3892,7 @@ def _generate_coordinates(self, stats):
         Area = self.env["spp.area"]
 
         # Count total registrants with area_id
-        total_count = Partner.search_count(
-            [("is_registrant", "=", True), ("area_id", "!=", False)]
-        )
+        total_count = Partner.search_count([("is_registrant", "=", True), ("area_id", "!=", False)])
 
         if not total_count:
             _logger.warning("[spp.mis.demo] No registrants with areas found")

From 5bdec665990f217389164812576da5f49589a459 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Mon, 16 Mar 2026 23:42:32 +0700
Subject: [PATCH 59/70] feat(spp_demo_phl_luzon): add programmatic area loader
 with overlap handling

- Add spp.demo.luzon.area.loader that loads areas via convert_file
  after spp_demo area_kinds are available (not at install time)
- Pre-link overlapping area codes (NCR, CALABARZON) via ir.model.data
  to avoid UNIQUE constraint violations
- MIS generator calls Luzon loader after base area loading
- Add tests for population weights (9 tests) and area loader (6 tests)
---
 spp_demo_phl_luzon/__manifest__.py            |   2 -
 spp_demo_phl_luzon/models/__init__.py         |   1 +
 spp_demo_phl_luzon/models/area_loader.py      | 178 ++++++++++++++++++
 .../security/ir.model.access.csv              |   1 +
 spp_demo_phl_luzon/tests/__init__.py          |   3 +
 spp_demo_phl_luzon/tests/test_area_loader.py  |  77 ++++++++
 .../tests/test_population_weights.py          |  99 ++++++++++
 spp_mis_demo_v2/models/mis_demo_generator.py  |  16 +-
 8 files changed, 374 insertions(+), 3 deletions(-)
 create mode 100644 spp_demo_phl_luzon/models/area_loader.py
 create mode 100644 spp_demo_phl_luzon/tests/__init__.py
 create mode 100644 spp_demo_phl_luzon/tests/test_area_loader.py
 create mode 100644 spp_demo_phl_luzon/tests/test_population_weights.py

diff --git a/spp_demo_phl_luzon/__manifest__.py b/spp_demo_phl_luzon/__manifest__.py
index 25b379ba..243a6e23 100644
--- a/spp_demo_phl_luzon/__manifest__.py
+++ b/spp_demo_phl_luzon/__manifest__.py
@@ -23,8 +23,6 @@
     "data": [
         # Security
         "security/ir.model.access.csv",
-        # Geographic area records (loaded on install)
-        "data/areas_luzon.xml",
     ],
     "assets": {},
     "demo": [],
diff --git a/spp_demo_phl_luzon/models/__init__.py b/spp_demo_phl_luzon/models/__init__.py
index 5d382b79..526fdd10 100644
--- a/spp_demo_phl_luzon/models/__init__.py
+++ b/spp_demo_phl_luzon/models/__init__.py
@@ -1,2 +1,3 @@
 # Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from . import area_loader
 from . import population_weights
diff --git a/spp_demo_phl_luzon/models/area_loader.py b/spp_demo_phl_luzon/models/area_loader.py
new file mode 100644
index 00000000..3b8e19f4
--- /dev/null
+++ b/spp_demo_phl_luzon/models/area_loader.py
@@ -0,0 +1,178 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+"""
+Luzon Area Loader
+
+Loads the full Luzon administrative boundary hierarchy (8 regions, 42 provinces,
+771 municipalities) from bundled XML data. Requires that spp_demo's area_kinds
+have been loaded first (provides the area_type_id references).
+"""
+
+import json
+import logging
+import xml.etree.ElementTree as ET
+
+from odoo import api, models
+from odoo.tools.convert import convert_file
+from odoo.tools.misc import file_path
+
+_logger = logging.getLogger(__name__)
+
+
+class DemoLuzonAreaLoader(models.TransientModel):
+    _name = "spp.demo.luzon.area.loader"
+    _description = "Luzon Area Data Loader"
+
+    @api.model
+    def load_luzon_areas(self, load_shapes=True):
+        """Load Luzon area hierarchy and optionally GeoJSON shapes.
+
+        Must be called AFTER spp_demo's area_kinds have been loaded
+        (they provide the area_type_id references used in areas_luzon.xml).
+
+        Args:
+            load_shapes: Whether to load GIS polygon shapes
+
+        Returns:
+            dict: Result with counts of loaded data
+        """
+        existing_count = self.env["spp.area"].search_count([])
+
+        # Pre-link overlapping areas so convert_file updates instead of inserting
+        self._link_existing_areas()
+
+        # Load XML area records via convert_file
+        try:
+            convert_file(
+                self.env,
+                "spp_demo_phl_luzon",
+                "data/areas_luzon.xml",
+                idref={},
+                mode="init",
+                noupdate=False,
+            )
+            _logger.info("Loaded Luzon areas XML")
+        except Exception as e:
+            _logger.warning("Could not load Luzon areas: %s", e)
+            return {"areas_created": 0, "shapes_loaded": 0}
+
+        new_count = self.env["spp.area"].search_count([])
+        areas_created = new_count - existing_count
+
+        # Load shapes if requested and GIS is available
+        shapes_loaded = 0
+        if load_shapes and "geo_polygon" in self.env["spp.area"]._fields:
+            shapes_loaded = self._load_shapes()
+
+        _logger.info(
+            "Luzon area loading complete: %d areas created, %d shapes loaded",
+            areas_created,
+            shapes_loaded,
+        )
+        return {"areas_created": areas_created, "shapes_loaded": shapes_loaded}
+
+    def _link_existing_areas(self):
+        """Create ir.model.data records for areas that already exist.
+
+        The base spp_demo module may have already loaded some areas (e.g. NCR
+        and CALABARZON regions/provinces/municipalities) with XML IDs like
+        spp_demo.area_phl_ph04. The Luzon XML uses different XML IDs
+        (spp_demo_phl_luzon.area_luzon_ph04) for the same area codes.
+
+        By pre-creating ir.model.data entries pointing to the existing
+        spp.area records, convert_file will update them instead of
+        trying to insert duplicates (which would violate the UNIQUE
+        constraint on spp_area.code).
+        """
+        xml_path = file_path("spp_demo_phl_luzon/data/areas_luzon.xml")
+        tree = ET.parse(xml_path)  # noqa: S314
+        root = tree.getroot()
+
+        # Collect (xml_id, code) pairs from the XML
+        xml_entries = []
+        for record in root.iter("record"):
+            if record.get("model") != "spp.area":
+                continue
+            xml_id = record.get("id")
+            code = None
+            for field in record.iter("field"):
+                if field.get("name") == "code":
+                    code = field.text
+                    break
+            if xml_id and code:
+                xml_entries.append((xml_id, code))
+
+        if not xml_entries:
+            return
+
+        # Find which codes already exist as spp.area records
+        codes = [code for _, code in xml_entries]
+        existing_areas = self.env["spp.area"].search([("code", "in", codes)])
+        area_by_code = {a.code: a.id for a in existing_areas}
+
+        # Check which xml_ids already have ir.model.data entries
+        IMD = self.env["ir.model.data"]
+        module = "spp_demo_phl_luzon"
+        existing_imd = IMD.search([("module", "=", module), ("model", "=", "spp.area")])
+        existing_names = {r.name for r in existing_imd}
+
+        # Create ir.model.data entries for overlapping areas
+        to_create = []
+        for xml_id, code in xml_entries:
+            if xml_id in existing_names:
+                continue
+            area_id = area_by_code.get(code)
+            if area_id:
+                to_create.append(
+                    {
+                        "module": module,
+                        "name": xml_id,
+                        "model": "spp.area",
+                        "res_id": area_id,
+                        "noupdate": False,
+                    }
+                )
+
+        if to_create:
+            IMD.create(to_create)
+            _logger.info("Pre-linked %d existing areas for Luzon XML loading", len(to_create))
+
+    def _load_shapes(self):
+        """Load GeoJSON polygon shapes for Luzon areas."""
+        try:
+            geojson_path = file_path("spp_demo_phl_luzon/data/shapes/phl_luzon.geojson")
+        except FileNotFoundError:
+            _logger.warning("Luzon GeoJSON file not found")
+            return 0
+
+        try:
+            with open(geojson_path, encoding="utf-8") as f:
+                geojson_data = json.load(f)
+        except (OSError, json.JSONDecodeError) as e:
+            _logger.warning("Could not read Luzon GeoJSON: %s", e)
+            return 0
+
+        features = geojson_data.get("features", [])
+        shapes_loaded = 0
+
+        for feature in features:
+            properties = feature.get("properties", {})
+            geometry = feature.get("geometry")
+
+            code = properties.get("code")
+            if not code or not geometry:
+                continue
+
+            area = self.env["spp.area"].search([("code", "=", code)], limit=1)
+            if not area:
+                continue
+
+            try:
+                from shapely.geometry import shape
+
+                geom = shape(geometry)
+                area.write({"geo_polygon": geom.wkt})
+                shapes_loaded += 1
+            except Exception as e:
+                _logger.warning("Could not set shape for %s: %s", code, e)
+
+        return shapes_loaded
diff --git a/spp_demo_phl_luzon/security/ir.model.access.csv b/spp_demo_phl_luzon/security/ir.model.access.csv
index 268ad8eb..63733442 100644
--- a/spp_demo_phl_luzon/security/ir.model.access.csv
+++ b/spp_demo_phl_luzon/security/ir.model.access.csv
@@ -1,3 +1,4 @@
 id,name,model_id:id,group_id:id,perm_read,perm_write,perm_create,perm_unlink
 
 access_spp_demo_population_weights_user,Demo Population Weights User Access,spp_demo_phl_luzon.model_spp_demo_population_weights,base.group_user,1,0,0,0
+access_spp_demo_luzon_area_loader_user,Demo Luzon Area Loader User Access,spp_demo_phl_luzon.model_spp_demo_luzon_area_loader,base.group_user,1,1,1,0
diff --git a/spp_demo_phl_luzon/tests/__init__.py b/spp_demo_phl_luzon/tests/__init__.py
new file mode 100644
index 00000000..2706f095
--- /dev/null
+++ b/spp_demo_phl_luzon/tests/__init__.py
@@ -0,0 +1,3 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from . import test_area_loader
+from . import test_population_weights
diff --git a/spp_demo_phl_luzon/tests/test_area_loader.py b/spp_demo_phl_luzon/tests/test_area_loader.py
new file mode 100644
index 00000000..e074e22e
--- /dev/null
+++ b/spp_demo_phl_luzon/tests/test_area_loader.py
@@ -0,0 +1,77 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from odoo.tests import TransactionCase, tagged
+
+
+@tagged("post_install", "-at_install")
+class TestLuzonAreaLoader(TransactionCase):
+    """Test the Luzon area loader model."""
+
+    def _load_base_areas(self):
+        """Helper: load base PHL area kinds and areas from spp_demo."""
+        self.env["spp.demo.area.loader"].load_country_areas("phl", load_shapes=False)
+
+    def test_loader_model_exists(self):
+        """The loader model is registered in the environment."""
+        self.assertIn("spp.demo.luzon.area.loader", self.env)
+
+    def test_load_luzon_areas_creates_areas(self):
+        """Loading Luzon areas creates spp.area records."""
+        self._load_base_areas()
+
+        before_count = self.env["spp.area"].search_count([])
+        result = self.env["spp.demo.luzon.area.loader"].load_luzon_areas(load_shapes=False)
+        after_count = self.env["spp.area"].search_count([])
+        areas_created = after_count - before_count
+
+        self.assertGreater(areas_created, 0, "Expected Luzon areas to be created")
+        self.assertEqual(result["areas_created"], areas_created)
+
+    def test_load_luzon_areas_creates_regions(self):
+        """Luzon data includes all 8 Luzon regions."""
+        self._load_base_areas()
+        self.env["spp.demo.luzon.area.loader"].load_luzon_areas(load_shapes=False)
+
+        luzon_region_codes = ["PH01", "PH02", "PH03", "PH04", "PH05", "PH13", "PH14", "PH17"]
+        for code in luzon_region_codes:
+            area = self.env["spp.area"].search([("code", "=", code)], limit=1)
+            self.assertTrue(area, f"Expected region with code {code} to exist")
+
+    def test_load_luzon_areas_creates_municipalities(self):
+        """Luzon data includes municipalities."""
+        self._load_base_areas()
+        self.env["spp.demo.luzon.area.loader"].load_luzon_areas(load_shapes=False)
+
+        # Quezon City
+        area = self.env["spp.area"].search([("code", "=", "PH1307404")], limit=1)
+        self.assertTrue(area, "Expected Quezon City area to exist")
+
+    def test_load_luzon_areas_handles_overlapping_base_areas(self):
+        """Loading Luzon areas does not fail when base PHL areas exist.
+
+        The base spp_demo loads NCR (PH13) and CALABARZON (PH04).
+        The Luzon loader must handle these overlapping codes gracefully.
+        """
+        self._load_base_areas()
+
+        # Verify base areas exist
+        ph04 = self.env["spp.area"].search([("code", "=", "PH04")], limit=1)
+        self.assertTrue(ph04, "Expected CALABARZON (PH04) from base data")
+
+        # Loading Luzon should not raise
+        result = self.env["spp.demo.luzon.area.loader"].load_luzon_areas(load_shapes=False)
+        self.assertGreater(result["areas_created"], 0)
+
+        # PH04 should still exist (not duplicated)
+        ph04_count = self.env["spp.area"].search_count([("code", "=", "PH04")])
+        self.assertEqual(ph04_count, 1, "PH04 should not be duplicated")
+
+    def test_load_luzon_areas_idempotent(self):
+        """Loading twice does not create duplicate areas."""
+        self._load_base_areas()
+        self.env["spp.demo.luzon.area.loader"].load_luzon_areas(load_shapes=False)
+        count_after_first = self.env["spp.area"].search_count([])
+
+        self.env["spp.demo.luzon.area.loader"].load_luzon_areas(load_shapes=False)
+        count_after_second = self.env["spp.area"].search_count([])
+
+        self.assertEqual(count_after_first, count_after_second, "Second load should not create duplicates")
diff --git a/spp_demo_phl_luzon/tests/test_population_weights.py b/spp_demo_phl_luzon/tests/test_population_weights.py
new file mode 100644
index 00000000..c7c6e2ce
--- /dev/null
+++ b/spp_demo_phl_luzon/tests/test_population_weights.py
@@ -0,0 +1,99 @@
+# Part of OpenSPP. See LICENSE file for full copyright and licensing details.
+from unittest.mock import mock_open, patch
+
+from odoo.tests import TransactionCase, tagged
+
+from odoo.addons.spp_demo_phl_luzon.models.population_weights import DemoPopulationWeights
+
+
+def _reset_cache():
+    """Reset the class-level weights cache."""
+    DemoPopulationWeights._weights_cache = None
+
+
+@tagged("post_install", "-at_install")
+class TestPopulationWeights(TransactionCase):
+    """Test the population weights model."""
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+        _reset_cache()
+
+    def tearDown(self):
+        super().tearDown()
+        _reset_cache()
+
+    def test_get_weights_returns_dict(self):
+        """get_weights returns a dict mapping pcode to population."""
+        weights = DemoPopulationWeights.get_weights()
+        self.assertIsInstance(weights, dict)
+        self.assertGreater(len(weights), 0, "Expected at least one weight entry")
+
+    def test_get_weights_parses_csv_correctly(self):
+        """Known entries from the CSV are present with correct values."""
+        weights = DemoPopulationWeights.get_weights()
+        # Adams municipality, Ilocos Norte
+        self.assertEqual(weights.get("PH0102801"), 1835)
+        # Bacarra municipality
+        self.assertEqual(weights.get("PH0102802"), 32994)
+
+    def test_get_weights_count(self):
+        """CSV has 771 municipalities (772 lines minus header)."""
+        weights = DemoPopulationWeights.get_weights()
+        self.assertEqual(len(weights), 771)
+
+    def test_get_weights_caching(self):
+        """Second call returns cached result without re-reading CSV."""
+        weights1 = DemoPopulationWeights.get_weights()
+        weights2 = DemoPopulationWeights.get_weights()
+        self.assertIs(weights1, weights2, "Expected same dict object from cache")
+
+    def test_get_weights_skips_invalid_rows(self):
+        """Rows with non-integer population are skipped."""
+        csv_content = (
+            "pcode,name,province_pcode,region_pcode,population\nPH001,Test,PH00,PH0,abc\nPH002,Valid,PH00,PH0,100\n"
+        )
+        _reset_cache()
+
+        with patch("odoo.tools.misc.file_path", return_value="/fake/path"):
+            with patch("builtins.open", mock_open(read_data=csv_content)):
+                weights = DemoPopulationWeights.get_weights()
+
+        self.assertNotIn("PH001", weights)
+        self.assertEqual(weights.get("PH002"), 100)
+
+    def test_get_weights_empty_csv(self):
+        """Empty CSV (header only) returns empty dict."""
+        csv_content = "pcode,name,province_pcode,region_pcode,population\n"
+        _reset_cache()
+
+        with patch("odoo.tools.misc.file_path", return_value="/fake/path"):
+            with patch("builtins.open", mock_open(read_data=csv_content)):
+                weights = DemoPopulationWeights.get_weights()
+
+        self.assertEqual(weights, {})
+
+    def test_get_weights_by_area_id_returns_dict(self):
+        """get_weights_by_area_id returns a dict mapping area IDs to population."""
+        result = self.env["spp.demo.population.weights"].get_weights_by_area_id()
+        self.assertIsInstance(result, dict)
+
+    def test_get_weights_by_area_id_maps_to_area_records(self):
+        """When matching spp.area records exist, their IDs are used as keys."""
+        area = self.env["spp.area"].create(
+            {
+                "draft_name": "Test Municipality",
+                "code": "PH0102801",
+            }
+        )
+
+        result = self.env["spp.demo.population.weights"].get_weights_by_area_id()
+        self.assertIn(area.id, result)
+        self.assertEqual(result[area.id], 1835)
+
+    def test_get_weights_by_area_id_skips_unmatched_pcodes(self):
+        """Pcodes without matching spp.area records are not in the result."""
+        result = self.env["spp.demo.population.weights"].get_weights_by_area_id()
+        for key in result:
+            self.assertIsInstance(key, int)
diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index 1d92ebf1..fadfa2dc 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -3761,6 +3761,7 @@ def _load_geographic_data(self, stats):
 
         Uses the DemoAreaLoader from spp_demo to load country-specific
         area hierarchies with GIS polygon data for spatial queries.
+        If spp_demo_phl_luzon is installed, also loads full Luzon data.
 
         Args:
             stats: Statistics dictionary to update
@@ -3776,11 +3777,24 @@ def _load_geographic_data(self, stats):
                 self.country_code,
                 result.get("shapes_loaded", 0),
             )
-            return result
         except Exception as e:
             _logger.warning("[spp.mis.demo] Failed to load geographic data: %s", e)
             return None
 
+        # Load extended Luzon areas if the module is installed
+        if "spp.demo.luzon.area.loader" in self.env:
+            try:
+                luzon_result = self.env["spp.demo.luzon.area.loader"].load_luzon_areas(load_shapes=True)
+                _logger.info(
+                    "[spp.mis.demo] Loaded Luzon geodata: %d areas, %d shapes",
+                    luzon_result.get("areas_created", 0),
+                    luzon_result.get("shapes_loaded", 0),
+                )
+            except Exception as e:
+                _logger.warning("[spp.mis.demo] Failed to load Luzon geodata: %s", e)
+
+        return result
+
     def _assign_registrant_areas(self, stats):
         """Assign geographic areas to registrants.
 

From 526ac2e442a586059de59f3653cb4e8b80bd2874 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 00:20:04 +0700
Subject: [PATCH 60/70] fix(spp_mis_demo_v2): flush computed fields before raw
 SQL area_level query

The area_level field is computed (store=True) but after bulk-loading
areas via convert_file, the ORM may not have flushed the computed values
to the database. The raw SQL MAX(area_level) query returned NULL,
causing area assignment to be skipped entirely.
---
 spp_mis_demo_v2/models/mis_demo_generator.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index fadfa2dc..ed5fa76d 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -3811,6 +3811,8 @@ def _assign_registrant_areas(self, stats):
 
         # Find the lowest (most specific) area level that has geo_polygon data.
         # This works for any hierarchy depth: 4-level (curated) or 3-level (Luzon).
+        # Flush to ensure computed area_level values are written to DB before raw SQL.
+        self.env.flush_all()
         self.env.cr.execute("SELECT MAX(area_level) FROM spp_area WHERE geo_polygon IS NOT NULL")
         result = self.env.cr.fetchone()
         target_level = result[0] if result and result[0] is not None else None

From 4321afbeb88c3ea0a023f46d3307e66baf8c3b61 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 00:53:26 +0700
Subject: [PATCH 61/70] feat(spp_mis_demo_v2): dispatch large volume generation
 to queue_job

When random_groups_count > 500 and queue_job is available, the group
creation is dispatched as a background job that commits in chunks of
500. This prevents transaction timeouts and OOM for large volumes
(25K+ registrants), and provides progress visibility through the
job queue. Area assignment and coordinate generation run after all
chunks complete.
---
 spp_mis_demo_v2/models/mis_demo_generator.py | 116 +++++++++++++++++++
 1 file changed, 116 insertions(+)

diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index ed5fa76d..e5c1ce2b 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -491,7 +491,18 @@ def action_generate(self):
                 _logger.info("Auto-generated %d demo story registrants", stories_created)
 
             # Step 0.75: Generate random groups/households
+            # For large volumes, defer to a background job that commits in chunks
             if self.generate_random_groups and self.random_groups_count > 0:
+                if self.random_groups_count > 500 and hasattr(self, "with_delay"):
+                    _logger.info(
+                        "Dispatching %d random groups to background job (chunked)...",
+                        self.random_groups_count,
+                    )
+                    self._dispatch_volume_job(fake)
+                    # The background job handles groups, area assignment, coordinates,
+                    # GIS layers, and report refresh. Skip those steps here.
+                    self.state = "completed"
+                    return self._show_volume_dispatched_notification()
                 _logger.info(f"Generating {self.random_groups_count} random groups...")
                 self._generate_random_groups(fake, stats)
 
@@ -580,6 +591,111 @@ def action_generate(self):
             self.state = "draft"
             raise UserError(_("Error generating demo data: %s") % e) from e
 
+    def _dispatch_volume_job(self, fake):
+        """Dispatch large-volume generation as a background job.
+
+        This runs before programs/enrollments/cycles are created (those run
+        synchronously in action_generate before this is reached). The job
+        handles: group creation (in chunks), area assignment, and coordinate
+        generation, committing after each chunk.
+        """
+        self.with_delay(
+            priority=5,
+            description=f"Generate {self.random_groups_count} demo households",
+            max_retries=0,
+        )._run_volume_generation_job(fake.locales[0] if fake.locales else "en_US")
+
+    def _run_volume_generation_job(self, faker_locale):
+        """Background job: create groups in committed chunks, then assign areas.
+
+        Each chunk of CHUNK_SIZE groups is created and committed independently.
+        If one chunk fails, previous chunks are preserved.
+
+        Args:
+            faker_locale: Locale string for Faker (e.g., "en_US")
+        """
+        CHUNK_SIZE = 500
+        total = self.random_groups_count
+        fake = Faker(faker_locale)
+
+        _logger.info("[volume-job] Starting: %d groups in chunks of %d", total, CHUNK_SIZE)
+
+        stats = {
+            "random_groups_created": 0,
+            "random_individuals_created": 0,
+        }
+
+        offset = 0
+        while offset < total:
+            chunk_count = min(CHUNK_SIZE, total - offset)
+            chunk_stats = {
+                "random_groups_created": 0,
+                "random_individuals_created": 0,
+            }
+
+            # Temporarily set random_groups_count for the chunk
+            original_count = self.random_groups_count
+            self.random_groups_count = chunk_count
+            try:
+                self._generate_random_groups(fake, chunk_stats)
+            finally:
+                self.random_groups_count = original_count
+
+            stats["random_groups_created"] += chunk_stats["random_groups_created"]
+            stats["random_individuals_created"] += chunk_stats["random_individuals_created"]
+
+            # Commit this chunk so it's durable
+            self.env.cr.commit()  # pylint: disable=invalid-commit
+
+            offset += chunk_count
+            _logger.info(
+                "[volume-job] Chunk committed: %d/%d groups (%d individuals so far)",
+                stats["random_groups_created"],
+                total,
+                stats["random_individuals_created"],
+            )
+
+        _logger.info(
+            "[volume-job] All groups created: %d groups, %d individuals",
+            stats["random_groups_created"],
+            stats["random_individuals_created"],
+        )
+
+        # Assign areas and generate coordinates (also in a committed step)
+        if self.load_geographic_data:
+            _logger.info("[volume-job] Assigning areas...")
+            self._assign_registrant_areas(stats)
+            self.env.cr.commit()  # pylint: disable=invalid-commit
+
+            _logger.info("[volume-job] Generating coordinates...")
+            self._generate_coordinates(stats)
+            self.env.cr.commit()  # pylint: disable=invalid-commit
+
+        # Refresh GIS reports
+        self._ensure_debug_gis_layers(stats)
+        self._refresh_gis_reports(stats)
+        self.env.cr.commit()  # pylint: disable=invalid-commit
+
+        _logger.info("[volume-job] Complete: %s", stats)
+
+    def _show_volume_dispatched_notification(self):
+        """Return notification that volume generation was dispatched to background."""
+        return {
+            "type": "ir.actions.client",
+            "tag": "display_notification",
+            "params": {
+                "title": _("Demo Data Generation Started"),
+                "message": _(
+                    "Programs and stories created. Volume generation of %(count)d"
+                    " households has been dispatched to a background job."
+                    " Check the job queue for progress.",
+                    count=self.random_groups_count,
+                ),
+                "type": "info",
+                "sticky": True,
+            },
+        }
+
     def _ensure_debug_gis_layers(self, stats):
         """Ensure optional debug GIS layers exist after demo generation."""
         try:

From f32343aa406e46785810e67085f0e84b15746dce Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 10:51:38 +0700
Subject: [PATCH 62/70] feat(spp_gis_report): include numeric ranges in legend
 labels

Legend items now include min_value/max_value so labels display as
"Very Low (0 - 50)" instead of just "Very Low". Applied to:
- UI legend (area_ext.py + gis_renderer.esm.js)
- GIS API GeoJSON per-feature bucket (gis_report.py _to_geojson)
- GIS API single-feature endpoint (layers_service.py)
---
 spp_api_v2_gis/services/layers_service.py     | 15 ++++++++++
 .../gis/gis_renderer/gis_renderer.esm.js      | 28 ++++++++++++++++++-
 spp_gis_report/models/area_ext.py             | 10 ++++++-
 spp_gis_report/models/gis_report.py           |  8 ++++++
 spp_gis_report/tests/test_area_ext.py         |  4 +++
 5 files changed, 63 insertions(+), 2 deletions(-)

diff --git a/spp_api_v2_gis/services/layers_service.py b/spp_api_v2_gis/services/layers_service.py
index e8c1b048..ead4797f 100644
--- a/spp_api_v2_gis/services/layers_service.py
+++ b/spp_api_v2_gis/services/layers_service.py
@@ -500,6 +500,14 @@ def _get_report_feature_by_id(self, report_code, feature_id):
 
         # Build properties
         has_data = data.raw_value is not None
+
+        # Look up threshold range for the bucket
+        sorted_thresholds = report.threshold_ids.sorted("sequence")
+        threshold_ranges = {
+            i: (t.min_value, t.max_value) for i, t in enumerate(sorted_thresholds)
+        }
+        bucket_range = threshold_ranges.get(data.bucket_index, (None, None))
+
         properties = {
             "area_id": data.area_id.id,
             "area_code": data.area_code,
@@ -510,6 +518,13 @@ def _get_report_feature_by_id(self, report_code, feature_id):
             "normalized_value": data.normalized_value,
             "display_value": data.display_value if has_data else "No Data",
             "record_count": data.record_count,
+            "bucket": {
+                "index": data.bucket_index,
+                "color": data.bucket_color,
+                "label": data.bucket_label,
+                "min_value": bucket_range[0],
+                "max_value": bucket_range[1],
+            },
         }
 
         # Build geometry
diff --git a/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js b/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js
index d63ea27c..ddb37c85 100644
--- a/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js
+++ b/spp_gis/static/src/js/views/gis/gis_renderer/gis_renderer.esm.js
@@ -1150,7 +1150,8 @@ export class GisRenderer extends Component {
 
             const labelDiv = document.createElement("div");
             labelDiv.className = "choropleth-legend-step-label";
-            labelDiv.textContent = item.label;
+            const range = this._formatLegendRange(item.min_value, item.max_value);
+            labelDiv.textContent = range ? `${item.label} (${range})` : item.label;
             stepDiv.appendChild(labelDiv);
 
             stepsDiv.appendChild(stepDiv);
@@ -1160,6 +1161,31 @@ export class GisRenderer extends Component {
         container.appendChild(legendDiv);
     }
 
+    /**
+     * Format a threshold range as a human-readable string.
+     * @param {Number|null} minValue - Minimum value (inclusive)
+     * @param {Number|null} maxValue - Maximum value (exclusive)
+     * @returns {String} Formatted range, or empty string if no values
+     */
+    _formatLegendRange(minValue, maxValue) {
+        const hasMin =
+            minValue !== null && minValue !== undefined && minValue !== false;
+        const hasMax =
+            maxValue !== null && maxValue !== undefined && maxValue !== false;
+        if (!hasMin && !hasMax) {
+            return "";
+        }
+        const fmtMin = hasMin ? this._formatLegendValue(minValue) : "";
+        const fmtMax = hasMax ? this._formatLegendValue(maxValue) : "";
+        if (hasMin && hasMax) {
+            return `${fmtMin} – ${fmtMax}`;
+        }
+        if (hasMin) {
+            return `≥ ${fmtMin}`;
+        }
+        return `< ${fmtMax}`;
+    }
+
     /**
      * Format a numeric value for display in the legend.
      * @param {Number} value - The value to format
diff --git a/spp_gis_report/models/area_ext.py b/spp_gis_report/models/area_ext.py
index c6b720fd..43ae2204 100644
--- a/spp_gis_report/models/area_ext.py
+++ b/spp_gis_report/models/area_ext.py
@@ -153,7 +153,15 @@ def get_gis_layers(self, view_id=None, view_type="gis", **options):
             # Build legend info from thresholds for display purposes only.
             thresholds = report.threshold_ids.sorted("sequence")
             if thresholds:
-                layer_dict["report_legend"] = [{"color": t.color, "label": t.label} for t in thresholds]
+                layer_dict["report_legend"] = [
+                    {
+                        "color": t.color,
+                        "label": t.label,
+                        "min_value": t.min_value,
+                        "max_value": t.max_value,
+                    }
+                    for t in thresholds
+                ]
                 layer_dict["report_legend_title"] = report.name
 
             # Build pre-computed features for report layer
diff --git a/spp_gis_report/models/gis_report.py b/spp_gis_report/models/gis_report.py
index 5bb5d8a0..4e04da47 100644
--- a/spp_gis_report/models/gis_report.py
+++ b/spp_gis_report/models/gis_report.py
@@ -1855,6 +1855,12 @@ def _to_geojson(
         # Get filtered data records
         data_records = self.env["spp.gis.report.data"].search(domain)
 
+        # Build threshold lookup for enriching bucket info with ranges
+        sorted_thresholds = self.threshold_ids.sorted("sequence")
+        threshold_ranges = {
+            i: (t.min_value, t.max_value) for i, t in enumerate(sorted_thresholds)
+        }
+
         # Build features
         features = []
         for data in data_records:
@@ -1878,6 +1884,8 @@ def _to_geojson(
                     "index": data.bucket_index,  # null if no data
                     "color": data.bucket_color,
                     "label": data.bucket_label,
+                    "min_value": threshold_ranges.get(data.bucket_index, (None, None))[0],
+                    "max_value": threshold_ranges.get(data.bucket_index, (None, None))[1],
                 },
                 "weight": data.weight,
                 "record_count": data.record_count,
diff --git a/spp_gis_report/tests/test_area_ext.py b/spp_gis_report/tests/test_area_ext.py
index 65f72ff5..fc111726 100644
--- a/spp_gis_report/tests/test_area_ext.py
+++ b/spp_gis_report/tests/test_area_ext.py
@@ -817,8 +817,12 @@ def test_04_report_legend_from_thresholds(self):
         self.assertEqual(len(report_layer["report_legend"]), 2)
         self.assertEqual(report_layer["report_legend"][0]["color"], "#00ff00")
         self.assertEqual(report_layer["report_legend"][0]["label"], "Low")
+        self.assertEqual(report_layer["report_legend"][0]["min_value"], 0)
+        self.assertEqual(report_layer["report_legend"][0]["max_value"], 50)
         self.assertEqual(report_layer["report_legend"][1]["color"], "#ff0000")
         self.assertEqual(report_layer["report_legend"][1]["label"], "High")
+        self.assertEqual(report_layer["report_legend"][1]["min_value"], 50)
+        self.assertEqual(report_layer["report_legend"][1]["max_value"], 100)
         self.assertEqual(report_layer["report_legend_title"], "Report With Legend")
 
     def test_05_shapely_geometry_converted_to_geojson(self):

From f979788ec4cd74fea4e161d46ae8b658331f0ce7 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 10:51:53 +0700
Subject: [PATCH 63/70] fix(spp_api_v2_gis): support individual-context CEL in
 population filter

Individual-level CEL expressions (e.g. senior_citizens_60) returned 0
results because the spatial query always compiled them with the
registry_groups profile and matched against groups.

Now reads the expression's context_type to select the correct profile,
and for individual-context expressions, resolves matched individuals
to their group IDs via spp_group_membership.
---
 .../services/spatial_query_service.py         | 47 +++++++++++++++-
 .../tests/test_population_filter.py           | 53 +++++++++++++++++++
 2 files changed, 99 insertions(+), 1 deletion(-)

diff --git a/spp_api_v2_gis/services/spatial_query_service.py b/spp_api_v2_gis/services/spatial_query_service.py
index ab80a6cb..e91e9a23 100644
--- a/spp_api_v2_gis/services/spatial_query_service.py
+++ b/spp_api_v2_gis/services/spatial_query_service.py
@@ -701,10 +701,14 @@ def _build_population_filter_sql(self, population_filter):
                 _logger.warning("Population filter: expression '%s' not found", cel_expression_code)
                 return "AND false", []
 
+            # Use the correct profile based on the expression's context_type
+            context_type = expression.context_type or "group"
+            profile = "registry_individuals" if context_type == "individual" else "registry_groups"
+
             cel_service = self.env["spp.cel.service"]
             result = cel_service.compile_expression(
                 expression.cel_expression,
-                profile="registry_groups",
+                profile=profile,
                 limit=0,
             )
             if not result.get("valid"):
@@ -722,6 +726,14 @@ def _build_population_filter_sql(self, population_filter):
             if not matching_ids:
                 return "AND false", []
 
+            # For individual-context expressions, resolve to group IDs.
+            # The spatial query operates on groups (they have coordinates/area_id),
+            # so we find groups that contain matching individuals.
+            if context_type == "individual":
+                matching_ids = self._resolve_individuals_to_groups(matching_ids)
+                if not matching_ids:
+                    return "AND false", []
+
             if len(matching_ids) > 10000:
                 _logger.warning(
                     "Population filter: CEL expression '%s' matched %d registrants. "
@@ -757,6 +769,39 @@ def _build_population_filter_sql(self, population_filter):
 
         return "", []
 
+    def _resolve_individuals_to_groups(self, individual_ids):
+        """Resolve individual partner IDs to their group (household) IDs.
+
+        The spatial query operates on groups (they have coordinates/area_id).
+        For individual-context CEL expressions, we need to find which groups
+        contain the matching individuals.
+
+        Args:
+            individual_ids: List of individual partner IDs
+
+        Returns:
+            list: Group partner IDs that contain at least one matching individual
+        """
+        if not individual_ids:
+            return []
+
+        self.env.cr.execute(
+            """
+            SELECT DISTINCT gm."group"
+            FROM spp_group_membership gm
+            WHERE gm.individual = ANY(%s)
+              AND gm.is_ended = false
+            """,
+            [list(individual_ids)],
+        )
+        group_ids = [row[0] for row in self.env.cr.fetchall()]
+        _logger.info(
+            "Resolved %d individuals to %d groups for population filter",
+            len(individual_ids),
+            len(group_ids),
+        )
+        return group_ids
+
     def _proximity_by_coordinates(self, reference_points, radius_meters, relation, filters, population_filter=None):
         """Query registrants by coordinate proximity to reference points.
 
diff --git a/spp_api_v2_gis/tests/test_population_filter.py b/spp_api_v2_gis/tests/test_population_filter.py
index 4bb0fcc5..fd14efdc 100644
--- a/spp_api_v2_gis/tests/test_population_filter.py
+++ b/spp_api_v2_gis/tests/test_population_filter.py
@@ -239,6 +239,59 @@ def test_cel_filter_unknown_code_returns_false(self):
         self.assertEqual(sql, "AND false")
         self.assertEqual(params, [])
 
+    def test_individual_context_resolves_to_groups(self):
+        """Individual-context CEL expressions resolve matched individuals to their groups."""
+        # Create an individual-context expression matching adults (age >= 18)
+        self.env["spp.cel.expression"].create(
+            {
+                "name": "Test Adults",
+                "code": "test_adults_18",
+                "expression_type": "filter",
+                "cel_expression": "age_years(r.birthdate) >= 18",
+                "output_type": "boolean",
+                "context_type": "individual",
+            }
+        )
+
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql({"cel_expression": "test_adults_18"})
+
+        # Should not be "AND false" since our test individuals are all adults
+        self.assertNotEqual(sql, "AND false", "Individual CEL expression should match adult individuals")
+        self.assertIn("AND p.id IN", sql)
+
+        # Verify the matched IDs are group IDs (not individual IDs)
+        # Execute against all groups to verify they're matched
+        all_ids = list(self.all_group_ids)
+        query = f"""
+            SELECT p.id FROM res_partner p
+            WHERE p.id IN %s {sql}
+        """
+        exec_params = [tuple(all_ids)] + params
+        self.env.cr.execute(query, exec_params)
+        result_ids = {row[0] for row in self.env.cr.fetchall()}
+
+        # All 4 groups should match (all individuals are adults born 1975-2000)
+        self.assertEqual(result_ids, self.all_group_ids)
+
+    def test_individual_context_no_match_returns_false(self):
+        """Individual-context expression matching no individuals returns AND false."""
+        # Create an expression matching very old people (age >= 200)
+        self.env["spp.cel.expression"].create(
+            {
+                "name": "Test Ancient",
+                "code": "test_ancient",
+                "expression_type": "filter",
+                "cel_expression": "age_years(r.birthdate) >= 200",
+                "output_type": "boolean",
+                "context_type": "individual",
+            }
+        )
+
+        service = self._get_service()
+        sql, params = service._build_population_filter_sql({"cel_expression": "test_ancient"})
+        self.assertEqual(sql, "AND false")
+
 
 class TestPopulationFilterCombined(TestPopulationFilter):
     """Test combined program + CEL filter modes."""

From c255975c4e986e256056de48470f845fc1806c91 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 10:52:11 +0700
Subject: [PATCH 64/70] fix(spp_mis_demo_v2): realistic age distribution and
 batch SQL for perf

Age distribution: was 60% ages 3-22, 40% ages 60-85 (no working-age
adults, 100% of households matched has_children/has_elderly). Now:
15% infant (0-4), 30% child (5-17), 40% adult (18-59), 15% elderly.

Performance: area assignment and coordinate generation now use
executemany and bulk UPDATE+JOIN instead of per-record ORM writes,
cutting time from minutes to seconds at 25K+ registrants.
---
 spp_mis_demo_v2/models/mis_demo_generator.py | 69 +++++++++++++++-----
 1 file changed, 51 insertions(+), 18 deletions(-)

diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index e5c1ce2b..ad673900 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -1151,7 +1151,18 @@ def _generate_random_groups(self, fake, stats):
 
                 # Add children or other members
                 for _j in range(num_members):
-                    member_age = random.randint(3, 22) if random.random() < 0.6 else random.randint(60, 85)
+                    # Realistic age distribution:
+                    # 15% infant/toddler (0-4), 30% child/teen (5-17),
+                    # 40% working-age adult (18-59), 15% elderly (60-85)
+                    age_roll = random.random()
+                    if age_roll < 0.15:
+                        member_age = random.randint(0, 4)
+                    elif age_roll < 0.45:
+                        member_age = random.randint(5, 17)
+                    elif age_roll < 0.85:
+                        member_age = random.randint(18, 59)
+                    else:
+                        member_age = random.randint(60, 85)
                     member_gender = random.choice(["male", "female"])
                     member_first = fake.first_name_male() if member_gender == "male" else fake.first_name_female()
                     member_name = f"{member_first} {head_last}"
@@ -3981,19 +3992,36 @@ def _assign_registrant_areas(self, stats):
         else:
             assigned_ids = [random.choice(muni_ids) for _ in range(len(groups))]
 
-        # Batch-assign areas to groups and their members
-        groups_assigned = 0
-        for group, area_id in zip(groups, assigned_ids, strict=False):
-            group.write({"area_id": area_id})
-            groups_assigned += 1
+        # Batch-assign areas to groups via raw SQL (avoids N+1 ORM writes)
+        group_area_pairs = list(zip(groups.ids, assigned_ids, strict=False))
+        if group_area_pairs:
+            self.env.cr.executemany(
+                "UPDATE res_partner SET area_id = %s WHERE id = %s",
+                [(area_id, group_id) for group_id, area_id in group_area_pairs],
+            )
+            _logger.info("[spp.mis.demo] Batch-assigned areas to %d groups", len(group_area_pairs))
+
+            # Propagate area_id to individual members via a single UPDATE + JOIN
+            self.env.cr.execute(
+                """
+                UPDATE res_partner p
+                SET area_id = g.area_id
+                FROM spp_group_membership gm
+                JOIN res_partner g ON g.id = gm."group"
+                WHERE gm.individual = p.id
+                  AND gm.is_ended = false
+                  AND g.is_group = true
+                  AND g.area_id IS NOT NULL
+                """
+            )
+            members_updated = self.env.cr.rowcount
+            _logger.info("[spp.mis.demo] Propagated area_id to %d individual members", members_updated)
 
-            # Members inherit area from group
-            members = Partner.search([("group_membership_ids.group", "=", group.id)])
-            if members:
-                members.write({"area_id": area_id})
+            # Invalidate ORM cache after raw SQL updates
+            self.env.invalidate_all()
 
-        stats["areas_assigned"] = groups_assigned
-        _logger.info("[spp.mis.demo] Assigned areas to %d groups", groups_assigned)
+        stats["areas_assigned"] = len(group_area_pairs)
+        _logger.info("[spp.mis.demo] Assigned areas to %d groups", len(group_area_pairs))
 
     def _generate_coordinates(self, stats):
         """Generate GPS coordinates for registrants.
@@ -4091,12 +4119,13 @@ def _generate_coordinates(self, stats):
                     _logger.warning("[spp.mis.demo] Failed to generate coordinates for area %s: %s", area_id, e)
                     continue
 
-            # Batch write coordinates via ORM (in sub-chunks of 500)
-            for i in range(0, len(write_batch), 500):
-                batch = write_batch[i : i + 500]
-                for partner_id, wkt_point in batch:
-                    Partner.browse(partner_id).write({"coordinates": wkt_point})
-                coordinates_generated += len(batch)
+            # Batch write coordinates via raw SQL (much faster than ORM one-by-one)
+            if write_batch:
+                self.env.cr.executemany(
+                    "UPDATE res_partner SET coordinates = ST_GeomFromText(%s, 4326) WHERE id = %s",
+                    [(wkt_point, partner_id) for partner_id, wkt_point in write_batch],
+                )
+                coordinates_generated += len(write_batch)
 
             offset += CHUNK_SIZE
             _logger.info(
@@ -4105,6 +4134,10 @@ def _generate_coordinates(self, stats):
                 total_count,
             )
 
+        # Invalidate ORM cache after raw SQL coordinate updates
+        if coordinates_generated:
+            self.env.invalidate_all()
+
         stats["coordinates_generated"] = coordinates_generated
         _logger.info("[spp.mis.demo] Generated coordinates for %d registrants", coordinates_generated)
 

From 339e8706af47f13573b6934281fa9c66276ab5d3 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 11:00:01 +0700
Subject: [PATCH 65/70] feat(spp_mis_demo_v2): add volume generator mode for
 Luzon demo

Add "volume" demo mode with 7K groups, geodata enabled, and non-GIS
features (GRM, cases, change requests) disabled for faster generation.

Map misluzon CLI profile to volume mode so that
`spp start --demo misluzon --generate --wipe -y` produces the full
25K+ registrant dataset automatically.
---
 spp                                          | 135 +++++++++++++++++++
 spp_mis_demo_v2/models/mis_demo_generator.py |  28 +++-
 2 files changed, 162 insertions(+), 1 deletion(-)

diff --git a/spp b/spp
index 3a268f28..c7cc6ed5 100755
--- a/spp
+++ b/spp
@@ -500,6 +500,7 @@ def _show_recent_logs(profile: str, lines: int = 50):
 DEMO_GENERATOR_MODES = {
     "mis": "complete",
     "spp_mis_demo_v2": "complete",
+    "misluzon": "volume",
     "drims": "complete",
     "spp_drims_sl_demo": "complete",
     "grm": "complete",
@@ -568,6 +569,17 @@ def cmd_start(args):
     env = os.environ.copy()
     demo_modules = None
 
+    # Set slow query threshold if specified
+    slow_queries = getattr(args, "slow_queries", None)
+    if slow_queries is not None:
+        env["PG_LOG_MIN_DURATION"] = slow_queries
+        threshold = int(slow_queries)
+        if threshold == 0:
+            info("Slow query logging: all queries (threshold=0ms)")
+        else:
+            info(f"Slow query logging: threshold={threshold}ms")
+        info("View with: ./spp slow-queries  or  ./spp sq -f")
+
     # Set demo modules if specified
     if args.demo:
         demo_key = args.demo.lower().replace("-", "").replace("_", "")
@@ -937,6 +949,104 @@ def cmd_sql(args):
         run(docker_compose("exec", "db", "psql", "-U", "odoo", "-d", db_name))
 
 
+def _parse_slow_query_line(line: str) -> tuple:
+    """Parse a PostgreSQL slow query log line.
+
+    Returns (duration_ms, statement) or (None, None) if not a slow query line.
+    Expected format from log_line_prefix '%m [%p] %d ':
+      2026-03-17 12:00:00.123 UTC [42] openspp LOG:  duration: 1234.567 ms  statement: SELECT ...
+    """
+    match = re.search(r"duration:\s+([\d.]+)\s+ms\s+statement:\s+(.*)", line)
+    if match:
+        return float(match.group(1)), match.group(2)
+    return None, None
+
+
+def cmd_slow_queries(args):
+    """Extract and display slow queries from PostgreSQL logs."""
+    if IS_REMOTE:
+        print("Error: 'slow-queries' not supported in Claude Code web environment")
+        sys.exit(1)
+
+    # Follow mode: stream slow queries in real-time
+    if args.follow:
+        threshold = args.threshold
+        info(f"Following slow queries{f' (>{threshold}ms)' if threshold else ''}... (Ctrl+C to stop)")
+        cmd = docker_compose("logs", "-f", "--tail", "0", "db")
+        try:
+            proc = subprocess.Popen(
+                cmd,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.STDOUT,
+                text=True,
+                cwd=PROJECT_ROOT,
+            )
+            for line in proc.stdout:
+                duration, statement = _parse_slow_query_line(line)
+                if duration is not None:
+                    if threshold and duration < threshold:
+                        continue
+                    color_code = "31" if duration >= 1000 else "33" if duration >= 500 else "32"
+                    print(f"{_color(color_code, f'{duration:>10.1f}ms')}  {statement.strip()}")
+        except KeyboardInterrupt:
+            proc.terminate()
+            print()
+        return
+
+    # Batch mode: extract from recent logs
+    tail = args.tail or 5000  # scan more lines to find enough slow queries
+    cmd = docker_compose("logs", "--tail", str(tail), "db")
+    result = run(cmd, capture=True, check=False)
+
+    if result.returncode != 0:
+        error("Could not read db logs. Is the db container running?")
+        sys.exit(1)
+
+    queries = []
+    for line in result.stdout.splitlines():
+        duration, statement = _parse_slow_query_line(line)
+        if duration is not None:
+            threshold = args.threshold
+            if threshold and duration < threshold:
+                continue
+            queries.append((duration, statement.strip()))
+
+    if not queries:
+        info("No slow queries found in recent logs.")
+        if not args.threshold:
+            info("Current threshold is set in docker/postgresql.conf (default: 500ms)")
+            info("Use './spp start --slow-queries=0' to log all queries")
+        return
+
+    # Sort by duration if requested
+    if args.sort:
+        queries.sort(key=lambda q: q[0], reverse=True)
+
+    # Limit output
+    limit = args.limit or 50
+    shown = queries[-limit:] if not args.sort else queries[:limit]
+
+    print(f"\n{'Duration':>12}  Statement")
+    print(f"{'--------':>12}  ---------")
+    for duration, statement in shown:
+        color_code = "31" if duration >= 1000 else "33" if duration >= 500 else "32"
+        # Truncate long statements for readability
+        max_len = 120
+        display = statement if len(statement) <= max_len else statement[:max_len] + "..."
+        print(f"{_color(color_code, f'{duration:>10.1f}ms')}  {display}")
+
+    total = len(queries)
+    if total > limit:
+        print(f"\n  ... {total - limit} more queries not shown (use --limit to see more)")
+
+    print(f"\n  Total: {total} slow queries")
+    if queries:
+        durations = [q[0] for q in queries]
+        print(
+            f"  Min: {min(durations):.1f}ms  Max: {max(durations):.1f}ms  Avg: {sum(durations) / len(durations):.1f}ms"
+        )
+
+
 def _show_url(open_browser: bool = False) -> str | None:
     """Get the running Odoo server URL."""
     service, profile = _find_running_odoo()
@@ -1066,6 +1176,7 @@ def cmd_help(_args):
     print("  logs, l            View container logs")
     print("  shell, sh          Open Odoo shell")
     print("  sql                Open PostgreSQL shell or run SQL")
+    print("  slow-queries, sq   Show slow PostgreSQL queries")
     print("  url                Show dev server URL")
     print("  lint               Run linters on changed files")
     print("  status, st         Show running services")
@@ -1085,6 +1196,10 @@ def cmd_help(_args):
     print("  ./spp r                            # Restart Odoo container")
     print("  ./spp u spp_programs               # Update a module")
     print("  ./spp l -f                         # Follow Odoo logs")
+    print("  ./spp start --slow-queries         # Log all SQL queries")
+    print("  ./spp start --slow-queries=200     # Log queries > 200ms")
+    print("  ./spp sq -f                        # Follow slow queries live")
+    print("  ./spp sq --sort                    # Show slowest queries first")
     print("  ./spp url --open                   # Open in browser")
     print("")
     print("Chaining: Commands can be chained (options apply to preceding command):")
@@ -1234,6 +1349,8 @@ COMMANDS = {
     "shell": cmd_shell,
     "sh": cmd_shell,
     "sql": cmd_sql,
+    "slow-queries": cmd_slow_queries,
+    "sq": cmd_slow_queries,
     "url": cmd_url,
     "lint": cmd_lint,
     "status": cmd_status,
@@ -1253,6 +1370,7 @@ ALIASES = {
     "b": "build",
     "l": "logs",
     "sh": "shell",
+    "sq": "slow-queries",
     "st": "status",
 }
 
@@ -1267,6 +1385,7 @@ MAIN_COMMANDS = [
     ("build", "Build Docker images"),
     ("logs", "View container logs"),
     ("shell", "Open shell"),
+    ("slow-queries", "Show slow PostgreSQL queries"),
     ("url", "Show dev URL"),
     ("lint", "Run linters"),
     ("status", "Show service status"),
@@ -1339,6 +1458,14 @@ def build_parser():
         action="store_true",
         help="Also start PRISM frontend on port 3000 (requires prism-app repo)",
     )
+    p.add_argument(
+        "--slow-queries",
+        nargs="?",
+        const="0",
+        default=None,
+        metavar="MS",
+        help="Set PostgreSQL slow query threshold in ms (default config: 500ms, --slow-queries alone logs all)",
+    )
 
     # stop
     p = subparsers.add_parser("stop", help="Stop all services")
@@ -1401,6 +1528,14 @@ def build_parser():
     )
     p.add_argument("--file", "-f", help="SQL file to execute")
 
+    # slow-queries
+    p = subparsers.add_parser("slow-queries", help="Show slow PostgreSQL queries")
+    p.add_argument("--follow", "-f", action="store_true", help="Follow slow queries in real-time")
+    p.add_argument("--tail", type=int, default=5000, help="Number of log lines to scan (default: 5000)")
+    p.add_argument("--threshold", type=float, metavar="MS", help="Only show queries slower than MS milliseconds")
+    p.add_argument("--sort", "-s", action="store_true", help="Sort by duration (slowest first)")
+    p.add_argument("--limit", "-n", type=int, default=50, help="Max queries to show (default: 50)")
+
     # url
     p = subparsers.add_parser("url", help="Show dev URL")
     p.add_argument("--open", "-o", action="store_true", help="Open in browser")
diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index ad673900..2f1be2f5 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -36,6 +36,7 @@ class SPPMISDemoGenerator(models.TransientModel):
             ("training", "Partner Training"),
             ("testing", "Developer Testing"),
             ("complete", "Complete Demo"),
+            ("volume", "Volume (GIS)"),
         ],
         string="Demo Mode",
         default="complete",
@@ -44,7 +45,8 @@ class SPPMISDemoGenerator(models.TransientModel):
         "- Sales: Fixed stories + minimal programs (fast)\n"
         "- Training: Full programs + Logic Packs (comprehensive)\n"
         "- Testing: Volume data + random generation (scale testing)\n"
-        "- Complete: All features enabled",
+        "- Complete: All features enabled\n"
+        "- Volume: Large-scale GIS data (7K+ households, geodata)",
     )
 
     # Logic Studio integration
@@ -348,6 +350,30 @@ def _onchange_demo_mode(self):
                 "load_geographic_data": True,
                 "country_code": "phl",
             },
+            "volume": {
+                "create_demo_programs": True,
+                "enroll_demo_stories": True,
+                "create_story_payments": True,
+                "generate_volume": True,
+                "volume_enrollments": 5000,
+                "generate_random_groups": True,
+                "random_groups_count": 7000,
+                "create_cycles": True,
+                "cycles_per_program": 3,
+                "create_event_data": False,
+                "create_change_requests": False,
+                "create_fairness_analysis": False,
+                "install_logic_packs": False,
+                "include_test_personas": False,
+                "generate_grm_demo": False,
+                "grm_volume_tickets": 0,
+                "generate_case_demo": False,
+                "case_volume_count": 0,
+                "generate_claim169_demo": False,
+                "generate_credentials_for_stories": True,
+                "load_geographic_data": True,
+                "country_code": "phl",
+            },
         }
         defaults = mode_defaults.get(self.demo_mode, mode_defaults["sales"])
         for field_name, value in defaults.items():

From fd6d2314e582bd83cc62297ac195d0da3cacc9f7 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 11:15:07 +0700
Subject: [PATCH 66/70] fix(spp): handle comma-separated modules in install
 wait check

_wait_for_module_installed was passing the full comma-separated module
string (e.g. "spp_mis_demo_v2,spp_demo_phl_luzon") to _get_module_state,
which queries for a single module name. This caused an infinite wait
loop after successful installation. Now checks the last module in the
list, which is installed last by Odoo's dependency resolver.
---
 spp | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/spp b/spp
index c7cc6ed5..32995e96 100755
--- a/spp
+++ b/spp
@@ -332,6 +332,7 @@ def _wait_for_odoo_ready(profile: str, timeout: int = 300):
     """
     service = "openspp-dev" if profile == "dev" else "openspp"
     print("Waiting for Odoo to be ready...")
+    print(f"  Follow logs in another terminal: ./spp l -f {service}")
 
     for i in range(timeout):
         # Check for CRITICAL errors in logs (initialization failures)
@@ -442,6 +443,7 @@ def _wait_for_module_installed(profile: str, module_name: str, timeout: int = 60
     """
     service = "openspp-dev" if profile == "dev" else "openspp"
     print(f"Waiting for module '{module_name}' to be installed...")
+    print(f"  Follow logs in another terminal: ./spp l -f {service}")
 
     start_time = time.time()
 
@@ -458,8 +460,9 @@ def _wait_for_module_installed(profile: str, module_name: str, timeout: int = 60
         # Note: Odoo logs "Modules loaded." (capital M) and "Registry loaded in X.XXXs"
         logs_lower = logs.lower()
         if "registry loaded in" in logs_lower and "modules loaded" in logs_lower:
-            # Verify the module is actually installed now
-            state = _get_module_state(profile, module_name)
+            # For comma-separated module lists, check the last module (installed last)
+            check_module = module_name.split(",")[-1].strip()
+            state = _get_module_state(profile, check_module)
             if state == "installed":
                 return True, None
             elif state in ("to install", "to upgrade"):

From 570eb6dc5f81751407a3232496462c41fe360471 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 11:24:27 +0700
Subject: [PATCH 67/70] fix(spp_mis_demo_v2): run volume generation inline in
 CLI/shell context

queue_job dispatch via with_delay() doesn't work in Odoo shell context
(no HTTP request, transaction may not commit). Detect UI vs CLI by
checking odoo.http.request, and run _run_volume_generation_job inline
with chunked commits when in CLI mode. Also add explicit cr.commit()
in CLI generator script to ensure all data is persisted.
---
 spp                                          |  1 +
 spp_mis_demo_v2/models/mis_demo_generator.py | 27 +++++++++++++++++---
 2 files changed, 25 insertions(+), 3 deletions(-)

diff --git a/spp b/spp
index 32995e96..94998255 100755
--- a/spp
+++ b/spp
@@ -530,6 +530,7 @@ def _run_demo_generator(profile: str, demo_key: str, timeout: int = 600):
 generator = env['spp.mis.demo.generator'].create({{'name': 'CLI Demo', 'demo_mode': '{generator_mode}'}})
 generator._onchange_demo_mode()
 generator.action_generate()
+env.cr.commit()
 print('DEMO_GENERATION_COMPLETE')
 """
 
diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index 2f1be2f5..26de1da1 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -519,7 +519,17 @@ def action_generate(self):
             # Step 0.75: Generate random groups/households
             # For large volumes, defer to a background job that commits in chunks
             if self.generate_random_groups and self.random_groups_count > 0:
-                if self.random_groups_count > 500 and hasattr(self, "with_delay"):
+                try:
+                    from odoo.http import request as http_request
+
+                    has_ui = bool(http_request and http_request.env)
+                except Exception:
+                    has_ui = False
+                if (
+                    self.random_groups_count > 500
+                    and has_ui
+                    and hasattr(self, "with_delay")
+                ):
                     _logger.info(
                         "Dispatching %d random groups to background job (chunked)...",
                         self.random_groups_count,
@@ -529,8 +539,19 @@ def action_generate(self):
                     # GIS layers, and report refresh. Skip those steps here.
                     self.state = "completed"
                     return self._show_volume_dispatched_notification()
-                _logger.info(f"Generating {self.random_groups_count} random groups...")
-                self._generate_random_groups(fake, stats)
+                if self.random_groups_count > 500:
+                    # CLI/shell context: run chunked generation inline with commits
+                    _logger.info(
+                        "Generating %d random groups inline (chunked)...",
+                        self.random_groups_count,
+                    )
+                    locale = fake.locales[0] if fake.locales else "en_US"
+                    self._run_volume_generation_job(locale)
+                else:
+                    _logger.info(
+                        "Generating %d random groups...", self.random_groups_count
+                    )
+                    self._generate_random_groups(fake, stats)
 
             # Step 1: Create demo programs
             if self.create_demo_programs:

From a90eef242e226bea5da257c698161cefa7d0e112 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 11:41:45 +0700
Subject: [PATCH 68/70] fix(spp): increase timeout to 1800s for volume demo
 generation

7000 groups takes ~15 minutes to generate inline. The previous 600s
timeout was insufficient, killing the process at ~4500 groups.
---
 spp | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/spp b/spp
index 94998255..e2c04932 100755
--- a/spp
+++ b/spp
@@ -522,6 +522,10 @@ def _run_demo_generator(profile: str, demo_key: str, timeout: int = 600):
     service = "openspp-dev" if profile == "dev" else "openspp"
     generator_mode = DEMO_GENERATOR_MODES.get(demo_key, "complete")
 
+    # Volume mode generates thousands of groups inline; needs more time
+    if generator_mode == "volume":
+        timeout = max(timeout, 1800)
+
     print("\n" + _color("1;34", "Phase 3: Generating demo data..."))
     print(f"Running demo generator (mode: {generator_mode})...")
 

From 930e1ebab43e2529b901fc7ac7c2420a141aee75 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 11:46:34 +0700
Subject: [PATCH 69/70] perf(spp_mis_demo_v2): batch ORM creates for volume
 group generation

Replace per-record create() calls with batch create() in chunks of
100 groups. Key changes:

- Cache gender IDs upfront (2 lookups instead of ~28K)
- Build val dicts directly instead of calling helper methods
- Batch-create groups, then batch-create all their individuals
- Batch-create memberships per flush cycle
- ~3-5x faster due to Odoo batching SQL INSERTs and triggers

The old _create_random_individual method is preserved for tests and
non-volume use cases.
---
 spp_mis_demo_v2/models/mis_demo_generator.py | 331 +++++++++++--------
 1 file changed, 197 insertions(+), 134 deletions(-)

diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index 26de1da1..cb07b2ab 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -525,11 +525,7 @@ def action_generate(self):
                     has_ui = bool(http_request and http_request.env)
                 except Exception:
                     has_ui = False
-                if (
-                    self.random_groups_count > 500
-                    and has_ui
-                    and hasattr(self, "with_delay")
-                ):
+                if self.random_groups_count > 500 and has_ui and hasattr(self, "with_delay"):
                     _logger.info(
                         "Dispatching %d random groups to background job (chunked)...",
                         self.random_groups_count,
@@ -548,9 +544,7 @@ def action_generate(self):
                     locale = fake.locales[0] if fake.locales else "en_US"
                     self._run_volume_generation_job(locale)
                 else:
-                    _logger.info(
-                        "Generating %d random groups...", self.random_groups_count
-                    )
+                    _logger.info("Generating %d random groups...", self.random_groups_count)
                     self._generate_random_groups(fake, stats)
 
             # Step 1: Create demo programs
@@ -1100,152 +1094,126 @@ def _create_individual_member(self, member_data, registration_date):
     def _generate_random_groups(self, fake, stats):
         """Generate random groups/households with members.
 
-        For large volumes (>100 groups), uses batch operations:
-        - Batch membership creation in chunks
-        - Batch create_date backdating via executemany
-        - Disables tracking and recomputation during creation
+        Uses batch ORM create() for groups and individuals, which is
+        significantly faster than per-record create() calls. Each batch
+        of BATCH_SIZE groups is created together, then their individuals
+        are batch-created and linked via memberships.
         """
+        BATCH_SIZE = 100
+
         try:
             from odoo.addons.spp_demo.models import demo_stories
 
-            reserved_names = demo_stories.RESERVED_NAMES
+            reserved_names = set(demo_stories.RESERVED_NAMES)
         except ImportError:
-            reserved_names = []
+            reserved_names = set()
 
         groups_created = []
         head_membership_type = self.env["spp.vocabulary.code"].get_code(
             "urn:openspp:vocab:group-membership-type", "head"
         )
+        head_type_id = head_membership_type.id if head_membership_type else False
+
+        # Cache gender IDs upfront (avoids ORM search per individual)
+        DemoGenerator = self.env["spp.demo.data.generator"].with_context(tracking_disable=True)
+        gender_id_cache = {
+            "male": DemoGenerator.lookup_gender_id("Male"),
+            "female": DemoGenerator.lookup_gender_id("Female"),
+        }
+
+        Partner = self.env["res.partner"].with_context(tracking_disable=True)
+        today_year = fields.Date.today().year
 
-        # Collect all create_date updates and membership records for batch processing
+        # Collect all create_date updates for batch SQL at the end
         backdate_updates = []  # list of (date, partner_id)
-        membership_batch = []  # list of membership value dicts
 
-        DemoGenerator = self.env["spp.demo.data.generator"].with_context(tracking_disable=True)
+        # Process groups in batches for batch ORM create()
+        pending_groups = []  # list of (group_vals, registration_date, member_specs)
+        # member_specs: list of (individual_vals, is_head)
 
-        for i in range(self.random_groups_count):
-            try:
-                # Generate family with head of household
-                head_gender = random.choice(["male", "female"])
-                head_first = fake.first_name_male() if head_gender == "male" else fake.first_name_female()
-                head_last = fake.last_name()
-                head_name = f"{head_first} {head_last}"
-
-                # Skip if name is reserved
-                if head_name in reserved_names:
-                    continue
+        for _i in range(self.random_groups_count):
+            head_gender = random.choice(["male", "female"])
+            head_first = fake.first_name_male() if head_gender == "male" else fake.first_name_female()
+            head_last = fake.last_name()
+            head_name = f"{head_first} {head_last}"
 
-                head_age = random.randint(25, 65)
-
-                # Create the group
-                registration_date = fake.date_between(start_date="-365d", end_date="-30d")
-                group = DemoGenerator.create_group_from_params(head_last)
-                groups_created.append(group)
-                stats["random_groups_created"] += 1
-                backdate_updates.append((registration_date, group.id))
-
-                # Create head of household
-                head = self._create_random_individual(
-                    fake,
-                    head_name,
-                    head_gender,
-                    head_age,
-                    registration_date,
-                    reserved_names,
-                )
-                if head:
-                    stats["random_individuals_created"] += 1
-                    backdate_updates.append((registration_date, head.id))
-                    membership_batch.append(
-                        {
-                            "group": group.id,
-                            "individual": head.id,
-                            "membership_type_ids": [Command.link(head_membership_type.id)]
-                            if head_membership_type
-                            else [],
-                        }
-                    )
+            if head_name in reserved_names:
+                continue
 
-                # Determine number of additional members
-                num_members = random.randint(self.members_per_group_min - 1, self.members_per_group_max - 1)
-
-                # Sometimes add spouse
-                if num_members > 0 and random.random() < 0.7:
-                    spouse_gender = "female" if head_gender == "male" else "male"
-                    spouse_first = fake.first_name_female() if spouse_gender == "female" else fake.first_name_male()
-                    spouse_name = f"{spouse_first} {head_last}"
-                    spouse_age = head_age + random.randint(-5, 5)
-
-                    if spouse_name not in reserved_names:
-                        spouse = self._create_random_individual(
-                            fake,
-                            spouse_name,
-                            spouse_gender,
-                            spouse_age,
-                            registration_date,
-                            reserved_names,
-                        )
-                        if spouse:
-                            stats["random_individuals_created"] += 1
-                            backdate_updates.append((registration_date, spouse.id))
-                            membership_batch.append(
-                                {
-                                    "group": group.id,
-                                    "individual": spouse.id,
-                                }
-                            )
-                        num_members -= 1
-
-                # Add children or other members
-                for _j in range(num_members):
-                    # Realistic age distribution:
-                    # 15% infant/toddler (0-4), 30% child/teen (5-17),
-                    # 40% working-age adult (18-59), 15% elderly (60-85)
-                    age_roll = random.random()
-                    if age_roll < 0.15:
-                        member_age = random.randint(0, 4)
-                    elif age_roll < 0.45:
-                        member_age = random.randint(5, 17)
-                    elif age_roll < 0.85:
-                        member_age = random.randint(18, 59)
-                    else:
-                        member_age = random.randint(60, 85)
-                    member_gender = random.choice(["male", "female"])
-                    member_first = fake.first_name_male() if member_gender == "male" else fake.first_name_female()
-                    member_name = f"{member_first} {head_last}"
-
-                    if member_name not in reserved_names:
-                        member = self._create_random_individual(
-                            fake,
-                            member_name,
-                            member_gender,
-                            member_age,
-                            registration_date,
-                            reserved_names,
-                        )
-                        if member:
-                            stats["random_individuals_created"] += 1
-                            backdate_updates.append((registration_date, member.id))
-                            membership_batch.append(
-                                {
-                                    "group": group.id,
-                                    "individual": member.id,
-                                }
-                            )
+            head_age = random.randint(25, 65)
+            registration_date = fake.date_between(start_date="-365d", end_date="-30d")
 
-                # Flush membership batch periodically to avoid memory buildup
-                if len(membership_batch) >= 500:
-                    self.env["spp.group.membership"].create(membership_batch)
-                    membership_batch = []
+            group_vals = {
+                "name": head_last,
+                "is_registrant": True,
+                "is_group": True,
+            }
 
-            except Exception as e:
-                _logger.warning("Error creating random group %s: %s", i, e)
+            member_specs = []
 
-        # Flush remaining memberships
-        if membership_batch:
-            self.env["spp.group.membership"].create(membership_batch)
+            # Head of household
+            head_vals = self._individual_vals(head_name, head_gender, head_age, gender_id_cache, today_year)
+            member_specs.append((head_vals, True))
 
-        # Batch-update create_dates
+            # Determine number of additional members
+            num_members = random.randint(self.members_per_group_min - 1, self.members_per_group_max - 1)
+
+            # Sometimes add spouse
+            if num_members > 0 and random.random() < 0.7:
+                spouse_gender = "female" if head_gender == "male" else "male"
+                spouse_first = fake.first_name_female() if spouse_gender == "female" else fake.first_name_male()
+                spouse_name = f"{spouse_first} {head_last}"
+                spouse_age = head_age + random.randint(-5, 5)
+                if spouse_name not in reserved_names:
+                    spouse_vals = self._individual_vals(
+                        spouse_name, spouse_gender, spouse_age, gender_id_cache, today_year
+                    )
+                    member_specs.append((spouse_vals, False))
+                num_members -= 1
+
+            # Children / other members
+            for _j in range(num_members):
+                age_roll = random.random()
+                if age_roll < 0.15:
+                    member_age = random.randint(0, 4)
+                elif age_roll < 0.45:
+                    member_age = random.randint(5, 17)
+                elif age_roll < 0.85:
+                    member_age = random.randint(18, 59)
+                else:
+                    member_age = random.randint(60, 85)
+                member_gender = random.choice(["male", "female"])
+                member_first = fake.first_name_male() if member_gender == "male" else fake.first_name_female()
+                member_name = f"{member_first} {head_last}"
+                if member_name not in reserved_names:
+                    m_vals = self._individual_vals(member_name, member_gender, member_age, gender_id_cache, today_year)
+                    member_specs.append((m_vals, False))
+
+            pending_groups.append((group_vals, registration_date, member_specs))
+
+            # Flush batch
+            if len(pending_groups) >= BATCH_SIZE:
+                batch_result = self._flush_group_batch(Partner, pending_groups, head_type_id, backdate_updates)
+                groups_created.extend(batch_result["groups"])
+                stats["random_groups_created"] += batch_result["group_count"]
+                stats["random_individuals_created"] += batch_result["individual_count"]
+                pending_groups = []
+
+                if stats["random_groups_created"] % 500 == 0:
+                    _logger.info(
+                        "Generated %d/%d groups...",
+                        stats["random_groups_created"],
+                        self.random_groups_count,
+                    )
+
+        # Flush remaining
+        if pending_groups:
+            batch_result = self._flush_group_batch(Partner, pending_groups, head_type_id, backdate_updates)
+            groups_created.extend(batch_result["groups"])
+            stats["random_groups_created"] += batch_result["group_count"]
+            stats["random_individuals_created"] += batch_result["individual_count"]
+
+        # Batch-update create_dates via raw SQL
         if backdate_updates:
             self.env.cr.executemany(
                 "UPDATE res_partner SET create_date = %s WHERE id = %s",
@@ -1259,6 +1227,101 @@ def _generate_random_groups(self, fake, stats):
         )
         return groups_created
 
+    def _individual_vals(self, name, gender, age, gender_id_cache, today_year):
+        """Build a res.partner vals dict for an individual (no ORM calls)."""
+        name_parts = name.split(" ", 1)
+        given_name = name_parts[0]
+        family_name = name_parts[1] if len(name_parts) > 1 else ""
+
+        name_formatted = [
+            f"{family_name}," if family_name and given_name else family_name or "",
+            given_name,
+        ]
+        computed_name = " ".join(filter(None, name_formatted)).upper()
+
+        birth_year = today_year - age
+        birthdate = f"{birth_year}-{random.randint(1, 12):02d}-{random.randint(1, 28):02d}"
+
+        vals = {
+            "name": computed_name,
+            "family_name": family_name,
+            "given_name": given_name,
+            "is_registrant": True,
+            "is_group": False,
+            "gender_id": gender_id_cache.get(gender, False),
+            "birthdate": birthdate,
+        }
+
+        # Income for adults
+        if age >= 18:
+            income_tier = random.random()
+            if income_tier < 0.70:
+                vals["income"] = float(random.randint(500, 2000))
+            elif income_tier < 0.95:
+                vals["income"] = float(random.randint(2000, 4000))
+            else:
+                vals["income"] = float(random.randint(4000, 8000))
+
+        return vals
+
+    def _flush_group_batch(self, Partner, pending_groups, head_type_id, backdate_updates):
+        """Batch-create a set of groups with their individuals and memberships.
+
+        Args:
+            Partner: res.partner model (with tracking_disable context)
+            pending_groups: list of (group_vals, registration_date, member_specs)
+            head_type_id: ID of the "head" membership type vocabulary code
+            backdate_updates: list to append (date, partner_id) tuples to
+
+        Returns:
+            dict with groups (recordset), group_count, individual_count
+        """
+        # 1. Batch-create all groups
+        group_vals_list = [g[0] for g in pending_groups]
+        groups = Partner.create(group_vals_list)
+
+        # 2. Batch-create all individuals across all groups
+        all_individual_vals = []
+        # Track which individuals belong to which group and head status
+        # Each entry: (group_index_in_batch, is_head)
+        individual_mapping = []
+
+        for batch_idx, (_gv, _reg_date, member_specs) in enumerate(pending_groups):
+            for indiv_vals, is_head in member_specs:
+                all_individual_vals.append(indiv_vals)
+                individual_mapping.append((batch_idx, is_head))
+
+        individuals = Partner.create(all_individual_vals) if all_individual_vals else Partner.browse()
+
+        # 3. Build membership records and backdate updates
+        membership_vals = []
+        for indiv_idx, individual in enumerate(individuals):
+            batch_idx, is_head = individual_mapping[indiv_idx]
+            group = groups[batch_idx]
+            reg_date = pending_groups[batch_idx][1]
+
+            backdate_updates.append((reg_date, individual.id))
+
+            m_vals = {"group": group.id, "individual": individual.id}
+            if is_head and head_type_id:
+                m_vals["membership_type_ids"] = [Command.link(head_type_id)]
+            membership_vals.append(m_vals)
+
+        # Backdate groups too
+        for batch_idx, group in enumerate(groups):
+            reg_date = pending_groups[batch_idx][1]
+            backdate_updates.append((reg_date, group.id))
+
+        # 4. Batch-create all memberships
+        if membership_vals:
+            self.env["spp.group.membership"].with_context(tracking_disable=True).create(membership_vals)
+
+        return {
+            "groups": groups,
+            "group_count": len(groups),
+            "individual_count": len(individuals),
+        }
+
     def _create_random_individual(self, fake, name, gender, age, registration_date, reserved_names):
         """Create a random individual registrant with realistic demographic data.
 

From 58ab32b9b160476614cd51b7f0633d6b0a2af432 Mon Sep 17 00:00:00 2001
From: Jeremi Joslin <jeremi@openspp.org>
Date: Tue, 17 Mar 2026 11:59:15 +0700
Subject: [PATCH 70/70] fix(spp_mis_demo_v2): cap birthdate to today for
 infants in batch create

Age 0-1 infants could get future birthdates (e.g., 2026-11 when today
is 2026-03), which violates the registration_date >= birthdate
constraint on res.partner. This was the silent failure causing volume
generation to abort.
---
 spp_mis_demo_v2/models/mis_demo_generator.py | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/spp_mis_demo_v2/models/mis_demo_generator.py b/spp_mis_demo_v2/models/mis_demo_generator.py
index cb07b2ab..7f93bd99 100644
--- a/spp_mis_demo_v2/models/mis_demo_generator.py
+++ b/spp_mis_demo_v2/models/mis_demo_generator.py
@@ -1240,7 +1240,13 @@ def _individual_vals(self, name, gender, age, gender_id_cache, today_year):
         computed_name = " ".join(filter(None, name_formatted)).upper()
 
         birth_year = today_year - age
-        birthdate = f"{birth_year}-{random.randint(1, 12):02d}-{random.randint(1, 28):02d}"
+        birth_month = random.randint(1, 12)
+        birth_day = random.randint(1, 28)
+        today = fields.Date.today()
+        birthdate = datetime.date(birth_year, birth_month, birth_day)
+        # Ensure birthdate is not in the future (matters for age 0-1)
+        if birthdate > today:
+            birthdate = today
 
         vals = {
             "name": computed_name,