2569718930@qq.com
97 lines
4.8 KiB
Python
97 lines
4.8 KiB
Python
from src.data_collection.nws_open_meteo_sources import (
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OPEN_METEO_MULTI_MODEL_ORDER,
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_parse_open_meteo_multi_model_daily,
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)
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from src.data_collection.weather_sources import WeatherDataCollector
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def test_multi_model_parser_exposes_open_recommended_models():
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daily = {
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"time": ["2026-04-17", "2026-04-18"],
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"temperature_2m_max_ecmwf_ifs025": [20.1, 21.1],
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"temperature_2m_max_ecmwf_aifs025_single": [20.2, 21.2],
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"temperature_2m_max_icon_eu": [20.3, 21.3],
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"temperature_2m_max_icon_d2": [20.4, None],
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"temperature_2m_max_gem_global": [19.8, 20.8],
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"temperature_2m_max_gem_regional": [21.0, 22.0],
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"temperature_2m_max_gem_hrdps_continental": [21.5, None],
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}
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dates, forecasts, metadata, model_keys = _parse_open_meteo_multi_model_daily(daily)
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assert dates == ["2026-04-17", "2026-04-18"]
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assert forecasts["2026-04-17"]["ECMWF"] == 20.1
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assert forecasts["2026-04-17"]["ECMWF AIFS"] == 20.2
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assert forecasts["2026-04-17"]["ICON-EU"] == 20.3
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assert forecasts["2026-04-17"]["ICON-D2"] == 20.4
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assert forecasts["2026-04-17"]["GDPS"] == 19.8
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assert forecasts["2026-04-17"]["RDPS"] == 21.0
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assert forecasts["2026-04-17"]["HRDPS"] == 21.5
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assert "ICON-D2" not in forecasts["2026-04-18"]
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assert metadata["ECMWF AIFS"]["provider"] == "ECMWF"
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assert metadata["HRDPS"]["resolution_km"] == 2.5
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assert model_keys["RDPS"] == "gem_regional"
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def test_multi_model_order_includes_legacy_and_new_sources():
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assert "ecmwf_ifs025" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "ecmwf_aifs025_single" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "gfs_seamless" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "icon_seamless" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "icon_eu" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "icon_d2" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "gem_seamless" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "gem_global" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "gem_regional" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "gem_hrdps_continental" in OPEN_METEO_MULTI_MODEL_ORDER
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assert "jma_seamless" in OPEN_METEO_MULTI_MODEL_ORDER
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def test_fetch_all_sources_prioritizes_multi_model_before_forecast(monkeypatch, tmp_path):
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monkeypatch.setenv("OPEN_METEO_DISK_CACHE_PATH", str(tmp_path / "om-cache.json"))
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collector = WeatherDataCollector({})
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calls = []
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monkeypatch.setattr(collector, "_log_temperature_unit", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_settlement_sources", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_supports_aviationweather", lambda city: False)
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monkeypatch.setattr(collector, "_attach_turkish_mgm_data", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_korean_amos_data", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_china_amsc_awos_data", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_madis_hfmetar_data", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_singapore_mss_data", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_china_official_nearby", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_japan_official_nearby", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_fmi_official_nearby", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_knmi_official_nearby", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_hko_obs_official_nearby", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_cwa_settlement_nearby", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_russia_official_nearby", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "_attach_global_nearby_cluster", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "fetch_ensemble", lambda *args, **kwargs: None)
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monkeypatch.setattr(collector, "fetch_nws", lambda *args, **kwargs: None)
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def fake_multi_model(*args, **kwargs):
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calls.append("multi_model")
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return {"forecasts": {"ECMWF": 24.0, "GFS": 25.0}}
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def fake_open_meteo(*args, **kwargs):
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calls.append("open_meteo")
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return {"utc_offset": 10800, "daily": {"temperature_2m_max": [24]}}
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monkeypatch.setattr(collector, "fetch_multi_model", fake_multi_model)
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monkeypatch.setattr(collector, "fetch_from_open_meteo", fake_open_meteo)
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result = collector.fetch_all_sources(
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"ankara",
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lat=40.1281,
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lon=32.9951,
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include_ensemble=False,
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include_nearby=False,
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include_taf=False,
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include_mgm=False,
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)
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assert calls[:2] == ["multi_model", "open_meteo"]
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assert result["multi_model"]["forecasts"]["ECMWF"] == 24.0
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