fix(burst-location): correct normal data window
This commit is contained in:
@@ -121,7 +121,7 @@ def run_burst_location(
|
||||
basic_pressure: float = 10.0,
|
||||
n_workers: int = DEFAULT_N_WORKERS,
|
||||
partition_on_full_graph: bool = True,
|
||||
visualize_partition: bool = True,
|
||||
visualize_partition: bool = False,
|
||||
visualize_pause_seconds: float = 0.3,
|
||||
final_candidates_csv_path: (
|
||||
str | None
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import os
|
||||
from datetime import datetime
|
||||
from datetime import datetime, timedelta
|
||||
from typing import Any
|
||||
|
||||
import pandas as pd
|
||||
@@ -124,6 +124,8 @@ def run_burst_location_by_network(
|
||||
if normalized_data_source == "simulation":
|
||||
if not simulation_scheme_name:
|
||||
raise ValueError("模拟方案模式必须提供 simulation_scheme_name。")
|
||||
normal_start_dt = burst_start_dt
|
||||
normal_end_dt = burst_end_dt
|
||||
(
|
||||
burst_pressure_series,
|
||||
burst_pressure_samples,
|
||||
@@ -144,16 +146,21 @@ def run_burst_location_by_network(
|
||||
) = _build_observed_series_from_simulation(
|
||||
network=network,
|
||||
sensor_ids=selected_pressure_ids,
|
||||
start_dt=normal_start_dt or burst_start_dt,
|
||||
end_dt=normal_end_dt or burst_end_dt,
|
||||
start_dt=normal_start_dt,
|
||||
end_dt=normal_end_dt,
|
||||
data_type="pressure",
|
||||
series_name="normal_pressure",
|
||||
simulation_source="scheme",
|
||||
simulation_scheme_name=simulation_scheme_name,
|
||||
simulation_source="realtime",
|
||||
simulation_scheme_name=None,
|
||||
simulation_scheme_type=resolved_simulation_scheme_type,
|
||||
)
|
||||
observed_source = "simulation_scheme_timerange"
|
||||
observed_source = "simulation_scheme_burst_realtime_normal_timerange"
|
||||
else:
|
||||
if normal_pressure_from_payload is None and (
|
||||
normal_start_dt is None or normal_end_dt is None
|
||||
):
|
||||
normal_start_dt = burst_start_dt - timedelta(days=1)
|
||||
normal_end_dt = burst_end_dt - timedelta(days=1)
|
||||
(
|
||||
burst_pressure_series,
|
||||
burst_pressure_samples,
|
||||
@@ -172,16 +179,12 @@ def run_burst_location_by_network(
|
||||
) = _build_observed_series_from_scada(
|
||||
network=network,
|
||||
sensor_ids=selected_pressure_ids,
|
||||
start_dt=normal_start_dt or burst_start_dt,
|
||||
end_dt=normal_end_dt or burst_end_dt,
|
||||
start_dt=normal_start_dt,
|
||||
end_dt=normal_end_dt,
|
||||
data_type="pressure",
|
||||
series_name="normal_pressure",
|
||||
)
|
||||
observed_source = (
|
||||
"scada_burst_scada_normal_timerange"
|
||||
if normal_start_dt is not None and normal_end_dt is not None
|
||||
else "scada_timerange"
|
||||
)
|
||||
observed_source = "scada_burst_scada_normal_timerange"
|
||||
else:
|
||||
normal_pressure_series = normal_pressure_from_payload
|
||||
normal_pressure_samples = 1
|
||||
@@ -245,16 +248,21 @@ def run_burst_location_by_network(
|
||||
_build_observed_series_from_simulation(
|
||||
network=network,
|
||||
sensor_ids=selected_flow_ids,
|
||||
start_dt=normal_start_dt or burst_start_dt,
|
||||
end_dt=normal_end_dt or burst_end_dt,
|
||||
start_dt=normal_start_dt,
|
||||
end_dt=normal_end_dt,
|
||||
data_type="flow",
|
||||
series_name="normal_flow",
|
||||
simulation_source="scheme",
|
||||
simulation_scheme_name=simulation_scheme_name,
|
||||
simulation_source="realtime",
|
||||
simulation_scheme_name=None,
|
||||
simulation_scheme_type=resolved_simulation_scheme_type,
|
||||
)
|
||||
)
|
||||
else:
|
||||
if normal_flow_from_payload is None and (
|
||||
normal_start_dt is None or normal_end_dt is None
|
||||
):
|
||||
normal_start_dt = burst_start_dt - timedelta(days=1)
|
||||
normal_end_dt = burst_end_dt - timedelta(days=1)
|
||||
burst_flow_series, burst_flow_samples = _build_observed_series_from_scada(
|
||||
network=network,
|
||||
sensor_ids=selected_flow_ids,
|
||||
@@ -268,8 +276,8 @@ def run_burst_location_by_network(
|
||||
_build_observed_series_from_scada(
|
||||
network=network,
|
||||
sensor_ids=selected_flow_ids,
|
||||
start_dt=normal_start_dt or burst_start_dt,
|
||||
end_dt=normal_end_dt or burst_end_dt,
|
||||
start_dt=normal_start_dt,
|
||||
end_dt=normal_end_dt,
|
||||
data_type="flow",
|
||||
series_name="normal_flow",
|
||||
)
|
||||
@@ -313,6 +321,7 @@ def run_burst_location_by_network(
|
||||
normal_flow=normal_flow_series,
|
||||
min_dpressure=min_dpressure,
|
||||
basic_pressure=basic_pressure,
|
||||
visualize_partition=False,
|
||||
)
|
||||
|
||||
payload: dict[str, Any] = {
|
||||
|
||||
@@ -190,29 +190,41 @@ def test_run_burst_location_uses_single_timerange_with_burst_source_split(monkey
|
||||
use_scada_flow=True,
|
||||
)
|
||||
|
||||
assert result["observed_source"] == "simulation_scheme_timerange"
|
||||
assert result["observed_source"] == "simulation_scheme_burst_realtime_normal_timerange"
|
||||
assert result["simulation_scheme"] == {
|
||||
"name": "BurstSchemeA",
|
||||
"type": "burst_analysis",
|
||||
}
|
||||
assert result["pressure_samples"] == {"burst": 4, "normal": 4}
|
||||
assert result["flow_samples"] == {"burst": 4, "normal": 4}
|
||||
assert captured["visualize_partition"] is False
|
||||
assert list(captured["burst_pressure"].index) == ["J1"]
|
||||
assert captured["burst_pressure"]["J1"] == pytest.approx(15.0)
|
||||
assert captured["normal_pressure"]["J1"] == pytest.approx(15.0)
|
||||
assert captured["normal_pressure"]["J1"] == pytest.approx(11.0)
|
||||
assert captured["burst_flow"]["J2"] == pytest.approx(6.0)
|
||||
assert captured["burst_flow"]["P1"] == pytest.approx(8.0)
|
||||
assert captured["normal_flow"]["J2"] == pytest.approx(6.0)
|
||||
assert captured["normal_flow"]["P1"] == pytest.approx(8.0)
|
||||
assert captured["normal_flow"]["J2"] == pytest.approx(4.0)
|
||||
assert captured["normal_flow"]["P1"] == pytest.approx(5.0)
|
||||
assert all(call["scheme_name"] == "BurstSchemeA" for call in scheme_calls)
|
||||
assert len(scheme_calls) == 6
|
||||
assert len(scheme_calls) == 3
|
||||
assert any(call["element_type"] == "node" and call["field"] == "pressure" for call in scheme_calls)
|
||||
assert any(call["element_type"] == "link" and call["field"] == "flow" for call in scheme_calls)
|
||||
assert any(call["element_type"] == "node" and call["field"] == "actual_demand" for call in scheme_calls)
|
||||
assert realtime_calls == []
|
||||
assert len(realtime_calls) == 3
|
||||
assert any(call["element_type"] == "node" and call["field"] == "pressure" for call in realtime_calls)
|
||||
assert any(call["element_type"] == "link" and call["field"] == "flow" for call in realtime_calls)
|
||||
assert any(call["element_type"] == "node" and call["field"] == "actual_demand" for call in realtime_calls)
|
||||
assert {call["start_time"] for call in scheme_calls + realtime_calls} == {
|
||||
"2025-01-01T08:00:00+00:00"
|
||||
}
|
||||
assert {call["end_time"] for call in scheme_calls + realtime_calls} == {
|
||||
"2025-01-01T09:00:00+00:00"
|
||||
}
|
||||
assert result["scada_window"] == {
|
||||
"burst_start": "2025-01-01T08:00:00+00:00",
|
||||
"burst_end": "2025-01-01T09:00:00+00:00",
|
||||
"normal_start": "2025-01-01T08:00:00+00:00",
|
||||
"normal_end": "2025-01-01T09:00:00+00:00",
|
||||
}
|
||||
|
||||
|
||||
@@ -452,7 +464,7 @@ def test_run_burst_location_monitoring_uses_scada_for_burst_and_normal(
|
||||
}
|
||||
|
||||
|
||||
def test_run_burst_location_monitoring_reuses_burst_window_for_normal(
|
||||
def test_run_burst_location_monitoring_defaults_normal_window_to_previous_day(
|
||||
monkeypatch, tmp_path
|
||||
):
|
||||
module = _load_burst_location_module()
|
||||
@@ -476,18 +488,26 @@ def test_run_burst_location_monitoring_reuses_burst_window_for_normal(
|
||||
"run_burst_location",
|
||||
lambda **kwargs: captured.update(kwargs) or {"located_pipe": "Pipe-001"},
|
||||
)
|
||||
|
||||
def fake_scada_query(**kwargs):
|
||||
scada_calls.append(kwargs)
|
||||
start_time = datetime.fromisoformat(kwargs["start_time"])
|
||||
values = (
|
||||
[20.0, 22.0]
|
||||
if start_time.date().isoformat() == "2025-01-01"
|
||||
else [10.0, 12.0]
|
||||
)
|
||||
return {
|
||||
"pressure-query": [
|
||||
{"time": kwargs["start_time"], "value": values[0]},
|
||||
{"time": kwargs["end_time"], "value": values[1]},
|
||||
]
|
||||
}
|
||||
|
||||
monkeypatch.setattr(
|
||||
module.InternalQueries,
|
||||
"query_scada_by_ids_timerange",
|
||||
staticmethod(
|
||||
lambda **kwargs: scada_calls.append(kwargs)
|
||||
or {
|
||||
"pressure-query": [
|
||||
{"time": kwargs["start_time"], "value": 20.0},
|
||||
{"time": kwargs["end_time"], "value": 22.0},
|
||||
]
|
||||
}
|
||||
),
|
||||
staticmethod(fake_scada_query),
|
||||
)
|
||||
monkeypatch.setattr(
|
||||
module.InternalQueries,
|
||||
@@ -504,12 +524,105 @@ def test_run_burst_location_monitoring_reuses_burst_window_for_normal(
|
||||
scada_burst_end=datetime(2025, 1, 1, 9, 0, 0),
|
||||
)
|
||||
|
||||
assert result["observed_source"] == "scada_timerange"
|
||||
assert result["observed_source"] == "scada_burst_scada_normal_timerange"
|
||||
assert len(scada_calls) == 2
|
||||
assert scada_calls[0]["start_time"] == scada_calls[1]["start_time"]
|
||||
assert scada_calls[0]["end_time"] == scada_calls[1]["end_time"]
|
||||
assert datetime.fromisoformat(scada_calls[1]["start_time"]) == (
|
||||
datetime.fromisoformat(scada_calls[0]["start_time"]) - timedelta(days=1)
|
||||
)
|
||||
assert datetime.fromisoformat(scada_calls[1]["end_time"]) == (
|
||||
datetime.fromisoformat(scada_calls[0]["end_time"]) - timedelta(days=1)
|
||||
)
|
||||
assert captured["burst_pressure"]["J1"] == pytest.approx(21.0)
|
||||
assert captured["normal_pressure"]["J1"] == pytest.approx(21.0)
|
||||
assert captured["normal_pressure"]["J1"] == pytest.approx(11.0)
|
||||
assert result["scada_window"] == {
|
||||
"burst_start": "2025-01-01T08:00:00+00:00",
|
||||
"burst_end": "2025-01-01T09:00:00+00:00",
|
||||
"normal_start": "2024-12-31T08:00:00+00:00",
|
||||
"normal_end": "2024-12-31T09:00:00+00:00",
|
||||
}
|
||||
|
||||
|
||||
def test_run_burst_location_monitoring_flow_uses_previous_day_normal_window(
|
||||
monkeypatch, tmp_path
|
||||
):
|
||||
module = _load_burst_location_module()
|
||||
captured = {}
|
||||
scada_calls = []
|
||||
|
||||
monkeypatch.setattr(
|
||||
module,
|
||||
"get_all_scada_info",
|
||||
lambda network: [
|
||||
{
|
||||
"type": "pressure",
|
||||
"associated_element_id": "J1",
|
||||
"api_query_id": "pressure-query",
|
||||
},
|
||||
{
|
||||
"type": "pipe_flow",
|
||||
"associated_element_id": "P1",
|
||||
"api_query_id": "flow-query",
|
||||
},
|
||||
],
|
||||
)
|
||||
monkeypatch.setattr(module, "_prepare_burst_inp", lambda network: str(tmp_path / "fake.inp"))
|
||||
monkeypatch.setattr(
|
||||
module,
|
||||
"run_burst_location",
|
||||
lambda **kwargs: captured.update(kwargs) or {"located_pipe": "Pipe-001"},
|
||||
)
|
||||
|
||||
def fake_scada_query(**kwargs):
|
||||
scada_calls.append(kwargs)
|
||||
is_burst_day = (
|
||||
datetime.fromisoformat(kwargs["start_time"]).date().isoformat()
|
||||
== "2025-01-01"
|
||||
)
|
||||
if kwargs["device_ids"] == ["pressure-query"]:
|
||||
values = [20.0, 22.0] if is_burst_day else [10.0, 12.0]
|
||||
query_id = "pressure-query"
|
||||
else:
|
||||
values = [7.0, 9.0] if is_burst_day else [3.0, 5.0]
|
||||
query_id = "flow-query"
|
||||
return {
|
||||
query_id: [
|
||||
{"time": kwargs["start_time"], "value": values[0]},
|
||||
{"time": kwargs["end_time"], "value": values[1]},
|
||||
]
|
||||
}
|
||||
|
||||
monkeypatch.setattr(
|
||||
module.InternalQueries,
|
||||
"query_scada_by_ids_timerange",
|
||||
staticmethod(fake_scada_query),
|
||||
)
|
||||
|
||||
result = module.run_burst_location_by_network(
|
||||
network="tjwater",
|
||||
username="testuser",
|
||||
data_source="monitoring",
|
||||
burst_leakage=1.0,
|
||||
scada_burst_start=datetime(2025, 1, 1, 8, 0, 0),
|
||||
scada_burst_end=datetime(2025, 1, 1, 9, 0, 0),
|
||||
use_scada_flow=True,
|
||||
)
|
||||
|
||||
assert result["observed_source"] == "scada_burst_scada_normal_timerange"
|
||||
assert len(scada_calls) == 4
|
||||
for burst_call, normal_call in [
|
||||
(scada_calls[0], scada_calls[1]),
|
||||
(scada_calls[2], scada_calls[3]),
|
||||
]:
|
||||
assert datetime.fromisoformat(normal_call["start_time"]) == (
|
||||
datetime.fromisoformat(burst_call["start_time"]) - timedelta(days=1)
|
||||
)
|
||||
assert datetime.fromisoformat(normal_call["end_time"]) == (
|
||||
datetime.fromisoformat(burst_call["end_time"]) - timedelta(days=1)
|
||||
)
|
||||
assert captured["burst_pressure"]["J1"] == pytest.approx(21.0)
|
||||
assert captured["normal_pressure"]["J1"] == pytest.approx(11.0)
|
||||
assert captured["burst_flow"]["P1"] == pytest.approx(8.0)
|
||||
assert captured["normal_flow"]["P1"] == pytest.approx(4.0)
|
||||
|
||||
|
||||
def test_run_burst_location_monitoring_aligns_partial_scada_data(
|
||||
|
||||
Reference in New Issue
Block a user