Compare commits
2
Commits
| Author | SHA1 | Date | |
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f5f972bbec | ||
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dd31f7c159 |
@@ -0,0 +1,69 @@
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"""Project-authorized compact hydraulic playback transport."""
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from collections import OrderedDict
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import asyncio
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import time
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from fastapi import APIRouter, Depends, HTTPException, Query, Response
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from psycopg import AsyncConnection
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from app.auth.project_dependencies import ProjectContext, get_project_context, get_project_pg_connection
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from app.services.hydraulic_playback import MAX_FRAME_COUNT, PlaybackGeometry, read_frames, read_geometry
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from app.domain.time import parse_utc_time
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from .dependencies import get_timescale_connection
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router = APIRouter(prefix="/timeseries/realtime/playback")
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# Bounded per-process cache, private to the authorized project and database route.
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_cache: OrderedDict[tuple, tuple[float, PlaybackGeometry]] = OrderedDict()
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_load_lock = asyncio.Lock()
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async def geometry_for_project(ctx: ProjectContext, conn: AsyncConnection) -> PlaybackGeometry:
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key = (str(ctx.project_id), conn.info.host, conn.info.port, conn.info.dbname)
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cached = _cache.get(key)
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if cached and time.monotonic() - cached[0] < 60:
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_cache.move_to_end(key)
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return cached[1]
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async with _load_lock:
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cached = _cache.get(key)
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if cached and time.monotonic() - cached[0] < 60:
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return cached[1]
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geometry = await read_geometry(conn)
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_cache[key] = (time.monotonic(), geometry)
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_cache.move_to_end(key)
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while len(_cache) > 4:
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_cache.popitem(last=False)
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return geometry
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@router.get("/geometry", summary="读取带版本的水力专题层静态几何")
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async def playback_geometry(ctx: ProjectContext = Depends(get_project_context),
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conn: AsyncConnection = Depends(get_project_pg_connection)):
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try:
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geometry = await geometry_for_project(ctx, conn)
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except ValueError as exc:
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raise HTTPException(422, str(exc)) from exc
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return Response(geometry.content, media_type="application/octet-stream",
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headers={"Cache-Control": "private, no-store", "ETag": f'"{geometry.version}"'})
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@router.get("/frames", summary="读取索引一致的 Float32 水力时间块")
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async def playback_frames(
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start_time: str,
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model_version: str = Query(min_length=24, max_length=24),
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frame_count: int = Query(default=4, ge=1, le=MAX_FRAME_COUNT),
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step_seconds: int = Query(default=900, ge=60, le=3600),
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ctx: ProjectContext = Depends(get_project_context),
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pg_conn: AsyncConnection = Depends(get_project_pg_connection),
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ts_conn: AsyncConnection = Depends(get_timescale_connection),
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):
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try:
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start = parse_utc_time(start_time, field_name="start_time")
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geometry = await geometry_for_project(ctx, pg_conn)
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if geometry.version != model_version:
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raise HTTPException(409, "管网模型已更新,请重新加载专题层")
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content = await read_frames(ts_conn, geometry, start, frame_count, step_seconds)
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except ValueError as exc:
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raise HTTPException(422, str(exc)) from exc
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return Response(content, media_type="application/octet-stream",
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headers={"Cache-Control": "private, no-store"})
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@@ -47,6 +47,7 @@ from app.api.v1.endpoints.timeseries import (
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analysis as ts_analysis,
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analysis as ts_analysis,
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composite as ts_composite,
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composite as ts_composite,
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realtime as ts_realtime,
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realtime as ts_realtime,
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playback as ts_playback,
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scada as ts_scada,
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scada as ts_scada,
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)
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)
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from app.auth.permissions import (
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from app.auth.permissions import (
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@@ -191,6 +192,7 @@ api_router.include_router(
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# TimescaleDB data
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# TimescaleDB data
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for endpoint_router, tag in (
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for endpoint_router, tag in (
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(ts_realtime.router, "TimescaleDB - Realtime"),
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(ts_realtime.router, "TimescaleDB - Realtime"),
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(ts_playback.router, "TimescaleDB - Hydraulic Playback"),
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(ts_analysis.router, "TimescaleDB - Analysis"),
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(ts_analysis.router, "TimescaleDB - Analysis"),
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):
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):
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api_router.include_router(
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api_router.include_router(
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@@ -0,0 +1,184 @@
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"""Versioned static geometry and compact, indexed hydraulic playback frames."""
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from array import array
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import asyncio
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from dataclasses import dataclass
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from datetime import datetime, timedelta
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import hashlib
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import json
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import math
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import struct
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import sys
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from typing import Any
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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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WORLD_METERS = 40075016.68557849
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MAX_FRAME_COUNT = 8
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def packet(header: dict[str, Any], values: array) -> bytes:
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"""Four-byte aligned JSON header followed by little-endian Float32 values."""
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encoded = json.dumps(header, separators=(",", ":"), ensure_ascii=False).encode()
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encoded += b" " * (-len(encoded) % 4)
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if sys.byteorder != "little":
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values = array("f", values)
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values.byteswap()
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return struct.pack("<I", len(encoded)) + encoded + values.tobytes()
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def mercator(longitude: float, latitude: float) -> tuple[float, float]:
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latitude = max(-85.05112878, min(85.05112878, latitude))
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return ((longitude + 180) / 360,
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(1 - math.asinh(math.tan(math.radians(latitude))) / math.pi) / 2)
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@dataclass(frozen=True)
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class PlaybackGeometry:
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version: str
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node_ids: tuple[str, ...]
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pipe_ids: tuple[str, ...]
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node_index: dict[str, int]
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pipe_index: dict[str, int]
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content: bytes
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flow_factor: float
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pressure_factor: float
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velocity_factor: float
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def result_factors(units: dict[str, str]) -> tuple[float, float, float]:
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"""Match EPANET outputs to m³/h, metres of water, and m/s."""
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flow = units["flow"].upper()
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flow_factors = {"LPS": 3.6, "LPM": .06, "MLD": 1000 / 24,
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"CMH": 1, "CMD": 1 / 24, "CFS": .028316846592 * 3600,
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"GPM": .003785411784 * 60, "MGD": 3785.411784 / 24,
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"IMGD": 4546.09 / 24, "AFD": 1233.48183754752 / 24}
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pressure = units["pressure"].upper()
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pressure_factors = {"M": 1, "METERS": 1, "PSI": .7032496149, "KPA": .1019716213}
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if flow not in flow_factors or pressure not in pressure_factors:
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raise ValueError("不支持的模拟结果单位")
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return (flow_factors[flow], pressure_factors[pressure],
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.3048 if flow in {"CFS", "GPM", "MGD", "IMGD", "AFD"} else 1)
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def line_paths(geometry: dict) -> list:
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if geometry["type"] == "LineString":
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return [geometry["coordinates"]]
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if geometry["type"] == "MultiLineString":
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return geometry["coordinates"]
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if geometry["type"] == "GeometryCollection":
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# PostGIS LineMerge returns an empty collection for zero-length lines.
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return [path for child in geometry["geometries"] for path in line_paths(child)]
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raise ValueError("管线几何必须为线类型")
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def build_geometry(nodes: list[dict], pipes: list[dict], units: dict[str, str]) -> PlaybackGeometry:
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if not nodes or not pipes:
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raise ValueError("管网没有可发布的节点或管线几何")
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node_ids = tuple(str(row["id"]) for row in nodes)
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pipe_ids = tuple(str(row["id"]) for row in pipes)
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node_positions = [mercator(float(row["longitude"]), float(row["latitude"])) for row in nodes]
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positions_by_id = dict(zip(node_ids, node_positions))
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origin = [(min(p[i] for p in node_positions) + max(p[i] for p in node_positions)) / 2 for i in (0, 1)]
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values = array("f", (coordinate - origin[axis] for position in node_positions for axis, coordinate in enumerate(position)))
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segment_count = 0
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for index, row in enumerate(pipes):
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geometry = row["geometry"]
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if isinstance(geometry, str):
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geometry = json.loads(geometry)
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paths = line_paths(geometry)
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start_node = positions_by_id.get(str(row.get("start_node_id", "")))
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if start_node and paths and paths[0] and paths[-1]:
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first = mercator(*paths[0][0][:2])
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last = mercator(*paths[-1][-1][:2])
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if math.dist(last, start_node) < math.dist(first, start_node):
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paths = [list(reversed(path)) for path in reversed(paths)]
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distance = 0.0
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for path in paths:
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positions = [mercator(float(p[0]), float(p[1])) for p in path]
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for start, end in zip(positions, positions[1:]):
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length = math.hypot(end[0] - start[0], end[1] - start[1])
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if length <= 0:
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continue
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# Instanced segment: endpoints relative to origin, pipe index,
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# cumulative distance, segment length, physical diameter (mm).
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values.extend((start[0] - origin[0], start[1] - origin[1],
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end[0] - origin[0], end[1] - origin[1],
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index, distance, length, float(row["diameter"] or 0)))
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distance += length
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segment_count += 1
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factors = result_factors(units)
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descriptor = json.dumps([node_ids, pipe_ids, origin, units], separators=(",", ":")).encode()
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version = hashlib.sha256(descriptor + values.tobytes()).hexdigest()[:24]
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header = {"kind": "geometry", "protocol": 1, "modelVersion": version,
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"nodeIds": node_ids, "pipeIds": pipe_ids, "origin": origin,
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"segmentCount": segment_count, "units": {"pressure": "m", "flow": "m³/h", "velocity": "m/s"}}
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return PlaybackGeometry(version, node_ids, pipe_ids,
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{key: i for i, key in enumerate(node_ids)},
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{key: i for i, key in enumerate(pipe_ids)},
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packet(header, values), *factors)
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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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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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return await asyncio.to_thread(build_geometry, nodes, pipes, units)
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def finite(value: Any, factor: float) -> float:
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if value is None:
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return math.nan
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result = float(value) * factor
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return result if math.isfinite(result) and abs(result) <= 3.402823466e38 else math.nan
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async def read_frames(conn: AsyncConnection, geometry: PlaybackGeometry, start: datetime,
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frame_count: int, step_seconds: int) -> bytes:
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times = [start + timedelta(seconds=step_seconds * i) for i in range(frame_count)]
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node_count, pipe_count = len(geometry.node_ids), len(geometry.pipe_ids)
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stride = node_count + 2 * pipe_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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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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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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if index is not None:
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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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valid_counts["pressure"][frame] += math.isfinite(values[frame * stride + index])
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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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index = geometry.pipe_index.get(str(row["link_id"]))
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if index is not None:
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frame = time_index[row["time"]]
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offset = frame * stride + node_count
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values[offset + index] = finite(row["flow"], geometry.flow_factor)
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values[offset + pipe_count + index] = finite(row["velocity"], geometry.velocity_factor)
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valid_counts["flow"][frame] += math.isfinite(values[offset + index])
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valid_counts["velocity"][frame] += math.isfinite(values[offset + pipe_count + index])
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return packet({"kind": "frames", "protocol": 1, "modelVersion": geometry.version,
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"nodeCount": node_count, "pipeCount": pipe_count,
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"times": [int(t.timestamp() * 1000) for t in times], "validCounts": valid_counts,
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"available": [valid_counts["pressure"][i] > 0 and valid_counts["flow"][i] > 0 for i in range(frame_count)]}, values)
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@@ -79,7 +79,7 @@ SCADA作为事件影响的辅助证据,按目标测点和事件/对照窗口
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在筛选最多20个展示节点之前,以原生模拟全网节点的起算首帧为计算对象,严格读取同一时刻已有在线模拟压力。不同压力单位换算为米水头,下降量为在线压力减爆管压力,互斥划分 `1≤Δ<3 m`、`3≤Δ<5 m`、`Δ≥5 m`。小于1米与缺少可比数据分别计数;错时、缺测、无效值或未知单位不补零、不取邻近值,不从代表测点外推全网。需要 `simulation.run`、`scada.view`,影响比较另需 `simulation.view`。
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在筛选最多20个展示节点之前,以原生模拟全网节点的起算首帧为计算对象,严格读取同一时刻已有在线模拟压力。不同压力单位换算为米水头,下降量为在线压力减爆管压力,互斥划分 `1≤Δ<3 m`、`3≤Δ<5 m`、`Δ≥5 m`。小于1米与缺少可比数据分别计数;错时、缺测、无效值或未知单位不补零、不取邻近值,不从代表测点外推全网。需要 `simulation.run`、`scada.view`,影响比较另需 `simulation.view`。
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输出 `impact` 保留每个可比节点的在线压力、爆管压力、下降量、分组、缺测清单、比较时刻和读取来源;`coverage` 和 `map_payload` 使用实际GIS节点坐标生成三档空间包络。缺坐标、覆盖节点超过10000或几何超预算时明确报告,不截取前若干节点冒充完整范围。爆管分档包络按高降压档优先裁剪为互斥展示面,保留整体覆盖并集、原始节点分组和计数;低档包络被完全覆盖时保留其节点元数据,不输出空几何。该裁剪只处理空间包络的展示重叠,不把节点包络变为精确水力等值区。通用节点分组及关阀覆盖仍保持原有生成语义。地图三档采用蓝/橙/紫,避免与关阀覆盖使用的红色混淆,图例保留每档已绘制/分组节点数。
|
输出 `impact` 保留每个可比节点的在线压力、爆管压力、下降量、分组、缺测清单、比较时刻和读取来源;`coverage` 和 `map_payload` 使用实际GIS节点坐标生成三档空间包络。缺坐标、覆盖节点超过10000或几何超预算时明确报告,不截取前若干节点冒充完整范围。爆管分档包络按高降压档优先裁剪为互斥展示面,保留整体覆盖并集、原始节点分组和计数;低档包络被完全覆盖时保留其节点元数据,不输出空几何。该裁剪只处理空间包络的展示重叠,不把节点包络变为精确水力等值区。通用节点分组及关阀覆盖仍保持原有生成语义。地图三档采用蓝/橙/洋红,避免与关阀覆盖使用的红色混淆,图例保留每档已绘制/分组节点数。
|
||||||
|
|
||||||
爆管模型使用 PDA 需水方式和原有10模型压力单位的服务压力设定;在线模型方式、当前模型时态及在线压力单位推定来源一并保留。在线记录没有独立版本化单位元数据,不能把此估计称为严格历史同模型反事实或现场停水边界。
|
爆管模型使用 PDA 需水方式和原有10模型压力单位的服务压力设定;在线模型方式、当前模型时态及在线压力单位推定来源一并保留。在线记录没有独立版本化单位元数据,不能把此估计称为严格历史同模型反事实或现场停水边界。
|
||||||
|
|
||||||
|
|||||||
@@ -0,0 +1,79 @@
|
|||||||
|
from types import SimpleNamespace
|
||||||
|
from uuid import uuid4
|
||||||
|
import asyncio
|
||||||
|
|
||||||
|
from fastapi.testclient import TestClient
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
from app.api.v1.endpoints.timeseries import playback
|
||||||
|
from app.auth.project_dependencies import ProjectContext
|
||||||
|
from tests.conftest import build_test_app
|
||||||
|
|
||||||
|
|
||||||
|
def client(monkeypatch):
|
||||||
|
context = ProjectContext(project_id=uuid4(), project_code="test", user_id=uuid4(), project_role="viewer")
|
||||||
|
app = build_test_app(playback.router, "/api/v1")
|
||||||
|
app.dependency_overrides[playback.get_project_context] = lambda: context
|
||||||
|
app.dependency_overrides[playback.get_project_pg_connection] = lambda: object()
|
||||||
|
app.dependency_overrides[playback.get_timescale_connection] = lambda: object()
|
||||||
|
async def geometry(*_):
|
||||||
|
return SimpleNamespace(version="a" * 24, content=b"geometry")
|
||||||
|
monkeypatch.setattr(playback, "geometry_for_project", geometry)
|
||||||
|
return TestClient(app)
|
||||||
|
|
||||||
|
|
||||||
|
def test_geometry_is_private_and_frames_reject_a_different_model_version(monkeypatch):
|
||||||
|
http = client(monkeypatch)
|
||||||
|
response = http.get("/api/v1/timeseries/realtime/playback/geometry")
|
||||||
|
assert response.status_code == 200
|
||||||
|
assert response.headers["cache-control"] == "private, no-store"
|
||||||
|
assert response.content == b"geometry"
|
||||||
|
response = http.get("/api/v1/timeseries/realtime/playback/frames", params={
|
||||||
|
"start_time": "2026-07-16T00:00:00+08:00", "model_version": "b" * 24,
|
||||||
|
})
|
||||||
|
assert response.status_code == 409
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.mark.parametrize("params", [
|
||||||
|
{"start_time": "2026-07-16T00:00:00"},
|
||||||
|
{"start_time": "2026-07-16T00:00:00Z", "frame_count": 9},
|
||||||
|
{"start_time": "2026-07-16T00:00:00Z", "step_seconds": 0},
|
||||||
|
])
|
||||||
|
def test_frames_require_timezone_and_bound_the_block_size(monkeypatch, params):
|
||||||
|
http = client(monkeypatch)
|
||||||
|
response = http.get("/api/v1/timeseries/realtime/playback/frames", params={"model_version": "a" * 24, **params})
|
||||||
|
assert response.status_code == 422
|
||||||
|
|
||||||
|
|
||||||
|
def test_frames_pass_exact_utc_time_and_counts_to_reader(monkeypatch):
|
||||||
|
http = client(monkeypatch)
|
||||||
|
async def frames(_connection, geometry, start, count, step):
|
||||||
|
assert geometry.version == "a" * 24
|
||||||
|
assert start.isoformat() == "2026-07-15T16:00:00+00:00"
|
||||||
|
assert count == 4 and step == 900
|
||||||
|
return b"frames"
|
||||||
|
monkeypatch.setattr(playback, "read_frames", frames)
|
||||||
|
response = http.get("/api/v1/timeseries/realtime/playback/frames", params={
|
||||||
|
"start_time": "2026-07-16T00:00:00+08:00", "model_version": "a" * 24,
|
||||||
|
})
|
||||||
|
assert response.status_code == 200 and response.content == b"frames"
|
||||||
|
|
||||||
|
|
||||||
|
def test_cache_separates_projects_and_database_routes(monkeypatch):
|
||||||
|
playback._cache.clear()
|
||||||
|
calls = []
|
||||||
|
async def read(conn):
|
||||||
|
calls.append(conn.info.dbname)
|
||||||
|
return SimpleNamespace(version=conn.info.dbname)
|
||||||
|
monkeypatch.setattr(playback, "read_geometry", read)
|
||||||
|
ctx = SimpleNamespace(project_id=uuid4())
|
||||||
|
async def run():
|
||||||
|
for name in ["one", "one", "two"]:
|
||||||
|
connection = SimpleNamespace(info=SimpleNamespace(host="host", port=5432, dbname=name))
|
||||||
|
result = await playback.geometry_for_project(ctx, connection)
|
||||||
|
assert result.version == name
|
||||||
|
other = SimpleNamespace(project_id=uuid4())
|
||||||
|
await playback.geometry_for_project(other, SimpleNamespace(info=SimpleNamespace(host="host", port=5432, dbname="one")))
|
||||||
|
asyncio.run(run())
|
||||||
|
assert calls == ["one", "two", "one"]
|
||||||
|
playback._cache.clear()
|
||||||
@@ -0,0 +1,93 @@
|
|||||||
|
import asyncio
|
||||||
|
from datetime import datetime, timezone
|
||||||
|
import json
|
||||||
|
import math
|
||||||
|
import struct
|
||||||
|
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
from app.services.hydraulic_playback import build_geometry, read_frames, result_factors
|
||||||
|
|
||||||
|
|
||||||
|
def fixture_geometry(longitude=121.5):
|
||||||
|
return build_geometry([
|
||||||
|
{"id": "J1", "longitude": longitude, "latitude": 30.8},
|
||||||
|
{"id": "J2", "longitude": longitude + .001, "latitude": 30.8},
|
||||||
|
], [{"id": "P1", "start_node_id": "J1", "diameter": 600,
|
||||||
|
"geometry": {"type": "LineString", "coordinates": [[longitude + .001, 30.8], [longitude, 30.8]]}}],
|
||||||
|
{"flow": "LPS", "pressure": "METERS"})
|
||||||
|
|
||||||
|
|
||||||
|
def unpack(content):
|
||||||
|
length = struct.unpack_from("<I", content)[0]
|
||||||
|
header = json.loads(content[4:4 + length])
|
||||||
|
count = (len(content) - 4 - length) // 4
|
||||||
|
return header, struct.unpack_from(f"<{count}f", content, 4 + length)
|
||||||
|
|
||||||
|
|
||||||
|
def test_geometry_version_tracks_absolute_location_and_orients_geometry_with_start_node():
|
||||||
|
geometry = fixture_geometry()
|
||||||
|
header, values = unpack(geometry.content)
|
||||||
|
assert header["nodeIds"] == ["J1", "J2"]
|
||||||
|
assert header["pipeIds"] == ["P1"]
|
||||||
|
assert header["segmentCount"] == 1
|
||||||
|
assert values[4:6] == values[:2] # reversed GIS geometry is oriented J1 -> J2
|
||||||
|
assert values[6:8] == values[2:4]
|
||||||
|
assert fixture_geometry().version == geometry.version
|
||||||
|
assert fixture_geometry(121.6).version != geometry.version
|
||||||
|
|
||||||
|
|
||||||
|
def test_unit_factors_preserve_signed_flow_and_reject_unknown_units():
|
||||||
|
assert result_factors({"flow": "LPS", "pressure": "METERS"}) == (3.6, 1, 1)
|
||||||
|
flow, pressure, velocity = result_factors({"flow": "GPM", "pressure": "PSI"})
|
||||||
|
assert flow == pytest.approx(.003785411784 * 60)
|
||||||
|
assert pressure == pytest.approx(.7032496149)
|
||||||
|
assert velocity == .3048
|
||||||
|
with pytest.raises(ValueError):
|
||||||
|
result_factors({"flow": "unknown", "pressure": "METERS"})
|
||||||
|
|
||||||
|
|
||||||
|
class Cursor:
|
||||||
|
def __init__(self, time):
|
||||||
|
self.time = time
|
||||||
|
self.rows = []
|
||||||
|
async def __aenter__(self):
|
||||||
|
return self
|
||||||
|
async def __aexit__(self, *_):
|
||||||
|
pass
|
||||||
|
async def execute(self, query, params):
|
||||||
|
assert len(params[0]) == 2
|
||||||
|
if "node_results" in query:
|
||||||
|
self.rows = [{"time": self.time, "node_id": "J1", "pressure": 25},
|
||||||
|
{"time": self.time, "node_id": "J2", "pressure": None}]
|
||||||
|
else:
|
||||||
|
self.rows = [{"time": self.time, "link_id": "P1", "flow": -10, "velocity": .7}]
|
||||||
|
def __aiter__(self):
|
||||||
|
self.iterator = iter(self.rows)
|
||||||
|
return self
|
||||||
|
async def __anext__(self):
|
||||||
|
try:
|
||||||
|
return next(self.iterator)
|
||||||
|
except StopIteration:
|
||||||
|
raise StopAsyncIteration
|
||||||
|
|
||||||
|
|
||||||
|
class Connection:
|
||||||
|
def __init__(self, time):
|
||||||
|
self.time = time
|
||||||
|
def cursor(self):
|
||||||
|
return Cursor(self.time)
|
||||||
|
|
||||||
|
|
||||||
|
def test_frames_pack_exact_sample_times_signed_values_and_missing_values_without_extrapolation():
|
||||||
|
time = datetime(2026, 7, 15, 16, tzinfo=timezone.utc)
|
||||||
|
content = asyncio.run(read_frames(Connection(time), fixture_geometry(), time, 2, 900))
|
||||||
|
header, values = unpack(content)
|
||||||
|
assert header["times"] == [1784131200000, 1784132100000]
|
||||||
|
assert header["available"] == [True, False]
|
||||||
|
assert header["validCounts"]["pressure"] == [1, 0]
|
||||||
|
assert values[0] == 25
|
||||||
|
assert math.isnan(values[1])
|
||||||
|
assert values[2] == -36
|
||||||
|
assert values[3] == pytest.approx(.7)
|
||||||
|
assert all(math.isnan(value) for value in values[4:])
|
||||||
Reference in New Issue
Block a user