Fix!: Allow expressions in scd type 2 models columns, check_cols in dbt

Author: themisvaltinos

sqlmesh/core/engine_adapter/base.py

@@ -1772,7 +1772,7 @@ def scd_type_2_by_column(
         valid_from_col: exp.Column,
         valid_to_col: exp.Column,
         execution_time: t.Union[TimeLike, exp.Column],
-        check_columns: t.Union[exp.Star, t.Sequence[exp.Column]],
+        check_columns: t.Union[exp.Star, t.Sequence[exp.Expression]],
         invalidate_hard_deletes: bool = True,
         execution_time_as_valid_from: bool = False,
         target_columns_to_types: t.Optional[t.Dict[str, exp.DataType]] = None,
@@ -1810,7 +1810,7 @@ def _scd_type_2(
         execution_time: t.Union[TimeLike, exp.Column],
         invalidate_hard_deletes: bool = True,
         updated_at_col: t.Optional[exp.Column] = None,
-        check_columns: t.Optional[t.Union[exp.Star, t.Sequence[exp.Column]]] = None,
+        check_columns: t.Optional[t.Union[exp.Star, t.Sequence[exp.Expression]]] = None,
         updated_at_as_valid_from: bool = False,
         execution_time_as_valid_from: bool = False,
         target_columns_to_types: t.Optional[t.Dict[str, exp.DataType]] = None,

sqlmesh/core/engine_adapter/trino.py

@@ -302,7 +302,7 @@ def _scd_type_2(
         execution_time: t.Union[TimeLike, exp.Column],
         invalidate_hard_deletes: bool = True,
         updated_at_col: t.Optional[exp.Column] = None,
-        check_columns: t.Optional[t.Union[exp.Star, t.Sequence[exp.Column]]] = None,
+        check_columns: t.Optional[t.Union[exp.Star, t.Sequence[exp.Expression]]] = None,
         updated_at_as_valid_from: bool = False,
         execution_time_as_valid_from: bool = False,
         target_columns_to_types: t.Optional[t.Dict[str, exp.DataType]] = None,

sqlmesh/core/model/kind.py

@@ -23,7 +23,7 @@
     PydanticModel,
     SQLGlotBool,
     SQLGlotColumn,
-    SQLGlotListOfColumnsOrStar,
+    SQLGlotListOfFieldsOrStar,
     SQLGlotListOfFields,
     SQLGlotPositiveInt,
     SQLGlotString,
@@ -852,7 +852,7 @@ def to_expression(
 
 class SCDType2ByColumnKind(_SCDType2Kind):
     name: t.Literal[ModelKindName.SCD_TYPE_2_BY_COLUMN] = ModelKindName.SCD_TYPE_2_BY_COLUMN
-    columns: SQLGlotListOfColumnsOrStar
+    columns: SQLGlotListOfFieldsOrStar
     execution_time_as_valid_from: SQLGlotBool = False
     updated_at_name: t.Optional[SQLGlotColumn] = None
 

sqlmesh/utils/pydantic.py

@@ -289,13 +289,13 @@ def column_validator(v: t.Any, values: t.Any) -> exp.Column:
     return expression
 
 
-def list_of_columns_or_star_validator(
+def list_of_fields_or_star_validator(
     v: t.Any, values: t.Any
-) -> t.Union[exp.Star, t.List[exp.Column]]:
+) -> t.Union[exp.Star, t.List[exp.Expression]]:
     expressions = _get_fields(v, values)
     if len(expressions) == 1 and isinstance(expressions[0], exp.Star):
         return t.cast(exp.Star, expressions[0])
-    return t.cast(t.List[exp.Column], expressions)
+    return t.cast(t.List[exp.Expression], expressions)
 
 
 def cron_validator(v: t.Any) -> str:
@@ -339,7 +339,7 @@ def get_concrete_types_from_typehint(typehint: type[t.Any]) -> set[type[t.Any]]:
     SQLGlotPositiveInt = int
     SQLGlotColumn = exp.Column
     SQLGlotListOfFields = t.List[exp.Expression]
-    SQLGlotListOfColumnsOrStar = t.Union[t.List[exp.Column], exp.Star]
+    SQLGlotListOfFieldsOrStar = t.Union[SQLGlotListOfFields, exp.Star]
     SQLGlotCron = str
 else:
     from pydantic.functional_validators import BeforeValidator
@@ -352,7 +352,7 @@ def get_concrete_types_from_typehint(typehint: type[t.Any]) -> set[type[t.Any]]:
     SQLGlotListOfFields = t.Annotated[
         t.List[exp.Expression], BeforeValidator(list_of_fields_validator)
     ]
-    SQLGlotListOfColumnsOrStar = t.Annotated[
-        t.Union[t.List[exp.Column], exp.Star], BeforeValidator(list_of_columns_or_star_validator)
+    SQLGlotListOfFieldsOrStar = t.Annotated[
+        t.Union[SQLGlotListOfFields, exp.Star], BeforeValidator(list_of_fields_or_star_validator)
     ]
     SQLGlotCron = t.Annotated[str, BeforeValidator(cron_validator)]

tests/core/test_model.py

@@ -949,7 +949,7 @@ def test_scd_type_2_by_col_serde():
     model_json_parsed = json.loads(model.json())
     assert model_json_parsed["kind"]["dialect"] == "bigquery"
     assert model_json_parsed["kind"]["unique_key"] == ["`a`"]
-    assert model_json_parsed["kind"]["columns"] == "*"
+    assert model_json_parsed["kind"]["columns"] == ["*"]
     # Bigquery converts TIMESTAMP -> DATETIME
     assert model_json_parsed["kind"]["time_data_type"] == "DATETIME"
 
@@ -5427,7 +5427,7 @@ def scd_type_2_model(context, **kwargs):
             '["col1"]',
             [exp.to_column("col1", quoted=True)],
         ),
-        ("*", exp.Star()),
+        ("*", [exp.Star()]),
     ],
 )
 def test_check_column_variants(input_columns, expected_columns):
@@ -8360,7 +8360,7 @@ def test_model_kind_to_expression():
         .kind.to_expression()
         .sql()
         == """SCD_TYPE_2_BY_COLUMN (
-columns *,
+columns (*),
 execution_time_as_valid_from FALSE,
 unique_key ("a", "b"),
 valid_from_name "valid_from",

tests/core/test_snapshot_evaluator.py

@@ -2490,7 +2490,7 @@ def test_insert_into_scd_type_2_by_column(
         target_columns_to_types=table_columns,
         table_format=None,
         unique_key=[exp.to_column("id", quoted=True)],
-        check_columns=exp.Star(),
+        check_columns=[exp.Star()],
         valid_from_col=exp.column("valid_from", quoted=True),
         valid_to_col=exp.column("valid_to", quoted=True),
         execution_time="2020-01-02",

tests/dbt/test_model.py

@@ -7,7 +7,7 @@
 from sqlglot.errors import SchemaError
 from sqlmesh import Context
 from sqlmesh.core.model import TimeColumn, IncrementalByTimeRangeKind
-from sqlmesh.core.model.kind import OnDestructiveChange, OnAdditiveChange
+from sqlmesh.core.model.kind import OnDestructiveChange, OnAdditiveChange, SCDType2ByColumnKind
 from sqlmesh.core.state_sync.db.snapshot import _snapshot_to_json
 from sqlmesh.core.config.common import VirtualEnvironmentMode
 from sqlmesh.core.model.meta import GrantsTargetLayer
@@ -705,6 +705,29 @@ def test_load_multiple_snapshots_defined_in_same_file(sushi_test_dbt_context: Co
     assert context.get_model("snapshots.items_check_snapshot")
 
 
+@pytest.mark.slow
+def test_dbt_snapshot_with_check_cols_expressions(sushi_test_dbt_context: Context) -> None:
+    context = sushi_test_dbt_context
+    model = context.get_model("snapshots.items_check_with_cast_snapshot")
+    assert model is not None
+    assert isinstance(model.kind, SCDType2ByColumnKind)
+
+    columns = model.kind.columns
+    assert isinstance(columns, list)
+    assert len(columns) == 1
+
+    # expression in check_cols is: ds::DATE
+    assert isinstance(columns[0], exp.Cast)
+    assert columns[0].sql() == 'CAST("ds" AS DATE)'
+
+    context.load()
+    cached_model = context.get_model("snapshots.items_check_with_cast_snapshot")
+    assert cached_model is not None
+    assert isinstance(cached_model.kind, SCDType2ByColumnKind)
+    assert isinstance(cached_model.kind.columns, list)
+    assert len(cached_model.kind.columns) == 1
+
+
 @pytest.mark.slow
 def test_dbt_jinja_macro_undefined_variable_error(create_empty_project):
     project_dir, model_dir = create_empty_project()

tests/dbt/test_transformation.py

@@ -292,6 +292,32 @@ def test_model_kind():
         on_additive_change=OnAdditiveChange.ALLOW,
     )
 
+    check_cols_with_cast = ModelConfig(
+        materialized=Materialization.SNAPSHOT,
+        unique_key=["id"],
+        strategy="check",
+        check_cols=["created_at::TIMESTAMPTZ"],
+    ).model_kind(context)
+    assert isinstance(check_cols_with_cast, SCDType2ByColumnKind)
+    assert check_cols_with_cast.execution_time_as_valid_from is True
+    assert len(check_cols_with_cast.columns) == 1
+    assert isinstance(check_cols_with_cast.columns[0], exp.Cast)
+    assert check_cols_with_cast.columns[0].sql() == 'CAST("created_at" AS TIMESTAMPTZ)'
+
+    check_cols_multiple_expr = ModelConfig(
+        materialized=Materialization.SNAPSHOT,
+        unique_key=["id"],
+        strategy="check",
+        check_cols=["created_at::TIMESTAMPTZ", "COALESCE(status, 'active')"],
+    ).model_kind(context)
+    assert isinstance(check_cols_multiple_expr, SCDType2ByColumnKind)
+    assert len(check_cols_multiple_expr.columns) == 2
+    assert isinstance(check_cols_multiple_expr.columns[0], exp.Cast)
+    assert isinstance(check_cols_multiple_expr.columns[1], exp.Coalesce)
+
+    assert check_cols_multiple_expr.columns[0].sql() == 'CAST("created_at" AS TIMESTAMPTZ)'
+    assert check_cols_multiple_expr.columns[1].sql() == "COALESCE(\"status\", 'active')"
+
     assert ModelConfig(materialized=Materialization.INCREMENTAL, time_column="foo").model_kind(
         context
     ) == IncrementalByTimeRangeKind(

tests/fixtures/dbt/sushi_test/snapshots/items_snapshots.sql

@@ -30,3 +30,19 @@ select * from {{ source('streaming', 'items') }}
 select * from {{ source('streaming', 'items') }}
 
 {% endsnapshot %}
+
+{% snapshot items_check_with_cast_snapshot %}
+
+{{
+    config(
+      target_schema='snapshots',
+      unique_key='id',
+      strategy='check',
+      check_cols=['ds::DATE'],
+      invalidate_hard_deletes=True,
+    )
+}}
+
+select * from {{ source('streaming', 'items') }}
+
+{% endsnapshot %}