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2 changes: 1 addition & 1 deletion setup.py
Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,7 @@
python_requires='>=3.9, <3.13',
install_requires=[
"zepben.eas==0.17.1",
"zepben.evolve==0.45.0",
"zepben.evolve==0.48.0b2",
"numba==0.60.0",
"geojson==2.5.0",
"gql[requests]==3.4.1",
Expand Down
80 changes: 80 additions & 0 deletions src/zepben/examples/dsub_from_nmi.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,80 @@
# Copyright 2025 Zeppelin Bend Pty Ltd
#
# This Source Code Form is subject to the terms of the Mozilla Public
# License, v. 2.0. If a copy of the MPL was not distributed with this
# file, You can obtain one at https://mozilla.org/MPL/2.0/.

"""
Example trace showing methods to traverse upstream of a given `IdentifiedObject` to find the first occurrence
of another specified `IdentifiedObject`
"""

import asyncio
import json

from zepben.evolve import NetworkStateOperators, NetworkTraceActionType, NetworkTraceStep, StepContext, \
NetworkConsumerClient, ConductingEquipment, connect_with_token
from zepben.evolve import PowerTransformer, UsagePoint, Tracing, Switch
from zepben.protobuf.nc.nc_requests_pb2 import INCLUDE_ENERGIZED_LV_FEEDERS

with open("config.json") as f:
c = json.loads(f.read())


def _trace(start_item, results, stop_condition):
"""Returns a `NetworkTrace` configured with our parameters"""

def step_action(step: NetworkTraceStep, context: StepContext):
if context.is_stopping: # if the trace is stopping, we have found the equipment we're looking for
results.append(step.path.to_equipment)

state_operators = NetworkStateOperators.NORMAL

return (
Tracing.network_trace(
network_state_operators=state_operators,
action_step_type=NetworkTraceActionType.ALL_STEPS
).add_condition(state_operators.upstream())
.add_stop_condition(stop_condition)
.add_step_action(step_action)
.add_start_item(start_item)
)


async def main(mrid: str, feeder_mrid: str):
channel = connect_with_token(host=c["host"], access_token=c["access_token"], rpc_port=c["rpc_port"])
client = NetworkConsumerClient(channel)
await client.get_equipment_container(feeder_mrid, include_energized_containers=INCLUDE_ENERGIZED_LV_FEEDERS)
network = client.service

try:
usage_point = network.get(mrid, UsagePoint)
# get the `ConductingEquipment` from the `UsagePoint`
start_item = next(filter(lambda ce: isinstance(ce, ConductingEquipment), usage_point.equipment))
except TypeError:
start_item = network.get(mrid, ConductingEquipment)

results = []

# Get DSUB from which any given customer is supplied from using a basic upstream trace
def dsub_stop_condition(step: NetworkTraceStep, context: StepContext):
return isinstance(step.path.to_equipment, PowerTransformer)

# Get Circuit Breaker from which any given customer is supplied from using a basic upstream trace
# Uncomment stop condition below to use
def circuit_breaker_stop_condition(step: NetworkTraceStep, context: StepContext):
return isinstance(step.path.to_equipment, Switch)

await _trace(
start_item=start_item,
results=results,
stop_condition=dsub_stop_condition,
# stop_condition=circuit_breaker_stop_condition,
).run()

print(results)


if __name__ == "__main__":
# EnergyConsumer: 50763684
asyncio.run(main(mrid='4310990779', feeder_mrid='RW1292'))
58 changes: 58 additions & 0 deletions src/zepben/examples/find_isolation_section_from_equipment.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,58 @@
# Copyright 2025 Zeppelin Bend Pty Ltd
#
# This Source Code Form is subject to the terms of the Mozilla Public
# License, v. 2.0. If a copy of the MPL was not distributed with this
# file, You can obtain one at https://mozilla.org/MPL/2.0/.

"""
Example trace showing method to traverse outwards from any given `IdentifiableObject` to the next `Switch` object, and
build a list of all contained equipment (isolate-able section)
"""

import asyncio
import json

from zepben.evolve import NetworkStateOperators, NetworkTraceActionType, NetworkTraceStep, StepContext, \
NetworkConsumerClient, AcLineSegment, connect_with_token
from zepben.evolve import Tracing, Switch
from zepben.protobuf.nc.nc_requests_pb2 import INCLUDE_ENERGIZED_LV_FEEDERS

with open("config.json") as f:
c = json.loads(f.read())


async def main(conductor_mrid: str, feeder_mrid: str):
channel = connect_with_token(host=c["host"], access_token=c["access_token"], rpc_port=c["rpc_port"])
client = NetworkConsumerClient(channel)
await client.get_equipment_container(feeder_mrid, include_energized_containers=INCLUDE_ENERGIZED_LV_FEEDERS)
network = client.service

hv_acls = network.get(conductor_mrid, AcLineSegment)

found_equip = set()

def queue_condition(step: NetworkTraceStep, context: StepContext, _, __):
"""Queue the next step unless it's a `Switch`"""
return not isinstance(step.path.to_equipment, Switch)

def step_action(step: NetworkTraceStep, context: StepContext):
"""Add to our list of equipment, and equipment stepped on during this trace"""
found_equip.add(step.path.to_equipment.mrid)

state_operators = NetworkStateOperators.NORMAL

await (
Tracing.network_trace(
network_state_operators=state_operators,
action_step_type=NetworkTraceActionType.ALL_STEPS
).add_condition(state_operators.stop_at_open())
.add_queue_condition(queue_condition)
.add_step_action(step_action)
.add_start_item(hv_acls)
).run()

print(found_equip) # prints a list of all mRID's for all equipment in the isolation area.


if __name__ == "__main__":
asyncio.run(main(conductor_mrid='50434998', feeder_mrid='RW1292'))
67 changes: 67 additions & 0 deletions src/zepben/examples/isolation_equipment_between_nodes.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,67 @@
# Copyright 2025 Zeppelin Bend Pty Ltd
#
# This Source Code Form is subject to the terms of the Mozilla Public
# License, v. 2.0. If a copy of the MPL was not distributed with this
# file, You can obtain one at https://mozilla.org/MPL/2.0/.

"""
Example trace showing method to traverse between any 2 given `IdentifiableObject` and build a list of `ProtectedSwitch` objects found, if any
"""

import asyncio
import json
from typing import Tuple, Type

from zepben.evolve import NetworkStateOperators, NetworkTraceActionType, NetworkTraceStep, StepContext, \
NetworkConsumerClient, ProtectedSwitch, Recloser, LoadBreakSwitch, connect_with_token
from zepben.evolve import Tracing
from zepben.protobuf.nc.nc_requests_pb2 import INCLUDE_ENERGIZED_LV_FEEDERS

with open("config.json") as f:
c = json.loads(f.read())


async def main(mrids: Tuple[str, str], io_type: Type[ProtectedSwitch], feeder_mrid):
channel = connect_with_token(host=c["host"], access_token=c["access_token"], rpc_port=c["rpc_port"])
client = NetworkConsumerClient(channel)
await client.get_equipment_container(feeder_mrid, include_energized_containers=INCLUDE_ENERGIZED_LV_FEEDERS)
network = client.service

nodes = [network.get(_id) for _id in mrids]

state_operators = NetworkStateOperators.NORMAL

found_switch = set()
found_node = []

def stop_condition(step: NetworkTraceStep, context: StepContext):
"""if we encounter any of the equipment we have specified, we stop the trace and mark the `found_switch` list as valid"""
if step.path.to_equipment in nodes:
found_node.append(True)
return True

def step_action(step: NetworkTraceStep, context: StepContext):
"""Add any equipment matching the type passed in to the list, this list is invalid unless we trace onto our other node"""
if isinstance(step.path.to_equipment, io_type):
found_switch.add(step.path.to_equipment)

trace = (
Tracing.network_trace(
network_state_operators=state_operators,
action_step_type=NetworkTraceActionType.ALL_STEPS
).add_condition(state_operators.upstream())
.add_stop_condition(stop_condition)
.add_step_action(step_action)
)

queue = iter(nodes)
while not found_node: # run an upstream trace for every node specified until we encounter another specified node
await trace.run(start=next(queue), can_stop_on_start_item=False)

all(map(print, found_switch)) # print the list of switches
print(bool(found_switch)) # print whether we found what we were looking for


if __name__ == "__main__":
asyncio.run(main(mrids=('50735858', '66598892'), io_type=LoadBreakSwitch, feeder_mrid='RW1292'))
asyncio.run(main(mrids=('50735858', '50295424'), io_type=Recloser, feeder_mrid='RW1292'))
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