refactor(db): isolate hydraulic playback data access
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@@ -0,0 +1,24 @@
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"""Published network geometry used to build indexed hydraulic playback packets."""
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from typing import Any
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from psycopg import AsyncConnection
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class HydraulicGeometryRepository:
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@staticmethod
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async def get_rows(conn: AsyncConnection) -> tuple[list[dict[str, Any]], list[dict[str, Any]]]:
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async with conn.cursor() as cursor:
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await cursor.execute("""
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SELECT n.id, ST_X(ST_Transform(g.geom,4326)) AS longitude,
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ST_Y(ST_Transform(g.geom,4326)) AS latitude
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FROM gis.network_nodes n JOIN gis.node_geometries g ON g.node_id=n.id
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WHERE g.geom IS NOT NULL AND NOT ST_IsEmpty(g.geom) ORDER BY n.id
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""")
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nodes = await cursor.fetchall()
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await cursor.execute("""
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SELECT id, start_node_id, diameter, ST_AsGeoJSON(ST_Transform(ST_LineMerge(geom),4326))::json AS geometry
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FROM gis.pipes WHERE geom IS NOT NULL AND NOT ST_IsEmpty(geom) ORDER BY id
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""")
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pipes = await cursor.fetchall()
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return nodes, pipes
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@@ -0,0 +1,29 @@
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"""Stream exact playback samples without materializing full-network JSON results."""
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from collections.abc import AsyncIterator
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from datetime import datetime
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from typing import Any
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from psycopg import AsyncConnection
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class HydraulicPlaybackRepository:
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@staticmethod
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async def iter_node_pressures(conn: AsyncConnection, times: list[datetime]) -> AsyncIterator[dict[str, Any]]:
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async with conn.cursor() as cursor:
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await cursor.execute("""
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SELECT time, node_id, pressure FROM realtime.node_results
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WHERE time = ANY(%s) ORDER BY time, node_id
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""", (times,))
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async for row in cursor:
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yield row
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@staticmethod
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async def iter_pipe_metrics(conn: AsyncConnection, times: list[datetime]) -> AsyncIterator[dict[str, Any]]:
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async with conn.cursor() as cursor:
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await cursor.execute("""
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SELECT time, link_id, flow, velocity FROM realtime.link_results
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WHERE time = ANY(%s) ORDER BY time, link_id
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""", (times,))
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async for row in cursor:
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yield row
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@@ -14,6 +14,8 @@ from typing import Any
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from psycopg import AsyncConnection
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from psycopg import AsyncConnection
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from app.infra.db.postgresql.network_settings import NetworkSettingsRepository
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from app.infra.db.postgresql.network_settings import NetworkSettingsRepository
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from app.infra.db.postgresql.hydraulic_playback import HydraulicGeometryRepository
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from app.infra.db.timescaledb.repositories.hydraulic_playback import HydraulicPlaybackRepository
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WORLD_METERS = 40075016.68557849
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WORLD_METERS = 40075016.68557849
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MAX_FRAME_COUNT = 8
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MAX_FRAME_COUNT = 8
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@@ -122,19 +124,7 @@ def build_geometry(nodes: list[dict], pipes: list[dict], units: dict[str, str])
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async def read_geometry(conn: AsyncConnection) -> PlaybackGeometry:
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async def read_geometry(conn: AsyncConnection) -> PlaybackGeometry:
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async with conn.cursor() as cursor:
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nodes, pipes = await HydraulicGeometryRepository.get_rows(conn)
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await cursor.execute("""
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SELECT n.id, ST_X(ST_Transform(g.geom,4326)) AS longitude,
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ST_Y(ST_Transform(g.geom,4326)) AS latitude
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FROM gis.network_nodes n JOIN gis.node_geometries g ON g.node_id=n.id
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WHERE g.geom IS NOT NULL AND NOT ST_IsEmpty(g.geom) ORDER BY n.id
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""")
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nodes = await cursor.fetchall()
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await cursor.execute("""
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SELECT id, start_node_id, diameter, ST_AsGeoJSON(ST_Transform(ST_LineMerge(geom),4326))::json AS geometry
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FROM gis.pipes WHERE geom IS NOT NULL AND NOT ST_IsEmpty(geom) ORDER BY id
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""")
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pipes = await cursor.fetchall()
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units = await NetworkSettingsRepository.get_result_units(conn)
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units = await NetworkSettingsRepository.get_result_units(conn)
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return await asyncio.to_thread(build_geometry, nodes, pipes, units)
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return await asyncio.to_thread(build_geometry, nodes, pipes, units)
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@@ -154,22 +144,13 @@ async def read_frames(conn: AsyncConnection, geometry: PlaybackGeometry, start:
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values = array("f", [math.nan]) * (stride * frame_count)
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values = array("f", [math.nan]) * (stride * frame_count)
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time_index = {value: i for i, value in enumerate(times)}
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time_index = {value: i for i, value in enumerate(times)}
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valid_counts = {metric: [0] * frame_count for metric in ("pressure", "flow", "velocity")}
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valid_counts = {metric: [0] * frame_count for metric in ("pressure", "flow", "velocity")}
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async with conn.cursor() as cursor:
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async for row in HydraulicPlaybackRepository.iter_node_pressures(conn, times):
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await cursor.execute("""
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SELECT time, node_id, pressure FROM realtime.node_results
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WHERE time = ANY(%s) ORDER BY time, node_id
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""", (times,))
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async for row in cursor:
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index = geometry.node_index.get(str(row["node_id"]))
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index = geometry.node_index.get(str(row["node_id"]))
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if index is not None:
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if index is not None:
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frame = time_index[row["time"]]
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frame = time_index[row["time"]]
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values[frame * stride + index] = finite(row["pressure"], geometry.pressure_factor)
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values[frame * stride + index] = finite(row["pressure"], geometry.pressure_factor)
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valid_counts["pressure"][frame] += math.isfinite(values[frame * stride + index])
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valid_counts["pressure"][frame] += math.isfinite(values[frame * stride + index])
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await cursor.execute("""
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async for row in HydraulicPlaybackRepository.iter_pipe_metrics(conn, times):
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SELECT time, link_id, flow, velocity FROM realtime.link_results
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WHERE time = ANY(%s) ORDER BY time, link_id
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""", (times,))
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async for row in cursor:
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index = geometry.pipe_index.get(str(row["link_id"]))
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index = geometry.pipe_index.get(str(row["link_id"]))
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if index is not None:
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if index is not None:
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frame = time_index[row["time"]]
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frame = time_index[row["time"]]
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