Files
EOS/tests/test_prediction.py
T
7bafc8d02d feat: add PVForecastHomeAssistant provider (#1258)
* feat: add PVForecastHomeAssistant provider

Reads a PV forecast time series directly from a Home Assistant entity
attribute (matching the {"forecast": [{"datetime", "watts"}]} shape
already exposed by common HA PV forecast integrations, e.g. Helios
Forecast and Solcast) and feeds it into pvforecast_ac_power, following
the same self-polling provider pattern as PVForecastVrm.

Closes #1232.

* fix: use MagicMock instead of monkeypatched Response for mypy

requests.Response().json is a typed bound method; reassigning it to a
lambda fails mypy's method-assign check. Use MagicMock(spec=...) instead,
which mocks the response without fighting its static type.

* fix: address PR review on PVForecastHomeAssistant provider

Fixes two issues raised in review on PR #1258:
- _update_data() left stale pvforecast_ac_power values in place when a
  refreshed forecast was empty or shorter than a previous one; it now
  clears the active forecast window before writing and raises instead
  of silently no-op'ing when the response has no usable data.
- pvforecast.homeassistant.entity_id used a "select" widget with no
  manual-entry fallback in EOSdash, leaving it unusable in standalone
  mode where the entity list can't be resolved without SUPERVISOR_TOKEN;
  switched to a plain text field.

Also fills in the config docs and openapi.json for the new
pvforecast.homeassistant.* fields, which were missing from the
original commit.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

* fix: preserve retained forecast history when clearing stale entries

The previous fix cleared pvforecast_ac_power from start-of-day, but
PredictionProvider deliberately retains historical records back to
keep_datetime (prediction.historic_hours). Since Home Assistant
forecasts are future-only, that clear wiped out retained history
between midnight and the EMS start on every refresh.

Narrow the clear to [ems_start_datetime, end_datetime) - the actual
active forecast window, DST-adjusted - instead of the day boundary.

Addresses review feedback from @NormannK on PR #1258.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

---------

Co-authored-by: Mathias <mathias@Mathiass-MacBook-Air.local>
Co-authored-by: Mathias <mathias@Mathiass-Air.localdomain>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-03 00:15:40 +02:00

204 lines
8.7 KiB
Python

import pytest
from pydantic import ValidationError
from akkudoktoreos.core.coreabc import get_prediction
from akkudoktoreos.prediction.elecfeefixed import ElecFeeFixed
from akkudoktoreos.prediction.elecfeeimport import ElecFeeImport
from akkudoktoreos.prediction.elecpriceakkudoktor import ElecPriceAkkudoktor
from akkudoktoreos.prediction.elecpriceenergycharts import ElecPriceEnergyCharts
from akkudoktoreos.prediction.elecpricefixed import ElecPriceFixed
from akkudoktoreos.prediction.elecpriceimport import ElecPriceImport
from akkudoktoreos.prediction.elecpricesmard import ElecPriceSMARD
from akkudoktoreos.prediction.elecpricetibber import ElecPriceTibber
from akkudoktoreos.prediction.feedintariffakkudoktor import FeedInTariffAkkudoktor
from akkudoktoreos.prediction.feedintariffdvhubonline import FeedInTariffDvhubOnline
from akkudoktoreos.prediction.feedintariffenergycharts import FeedInTariffEnergyCharts
from akkudoktoreos.prediction.feedintarifffixed import FeedInTariffFixed
from akkudoktoreos.prediction.feedintariffimport import FeedInTariffImport
from akkudoktoreos.prediction.feedintariffsmard import FeedInTariffSMARD
from akkudoktoreos.prediction.feedintarifftibber import FeedInTariffTibber
from akkudoktoreos.prediction.loadakkudoktor import (
LoadAkkudoktor,
LoadAkkudoktorAdjusted,
)
from akkudoktoreos.prediction.loadimport import LoadImport
from akkudoktoreos.prediction.loadvrm import LoadVrm
from akkudoktoreos.prediction.prediction import (
Prediction,
PredictionCommonSettings,
)
from akkudoktoreos.prediction.pvforecastakkudoktor import PVForecastAkkudoktor
from akkudoktoreos.prediction.pvforecastforecastsolar import PVForecastForecastSolar
from akkudoktoreos.prediction.pvforecasthomeassistant import PVForecastHomeAssistant
from akkudoktoreos.prediction.pvforecastimport import PVForecastImport
from akkudoktoreos.prediction.pvforecastpvlib import PVForecastPVLib
from akkudoktoreos.prediction.pvforecastpvnode import PVForecastPVNode
from akkudoktoreos.prediction.pvforecastsolcast import PVForecastSolcast
from akkudoktoreos.prediction.pvforecastvrm import PVForecastVrm
from akkudoktoreos.prediction.weatherbrightsky import WeatherBrightSky
from akkudoktoreos.prediction.weatherclearoutside import WeatherClearOutside
from akkudoktoreos.prediction.weatherimport import WeatherImport
from akkudoktoreos.prediction.weatheropenmeteo import WeatherOpenMeteo
@pytest.fixture
def prediction():
"""All EOS predictions."""
return get_prediction()
@pytest.fixture
def forecast_providers():
"""Fixture for singleton forecast provider instances."""
return [
WeatherBrightSky(),
WeatherClearOutside(),
WeatherImport(),
WeatherOpenMeteo(),
ElecFeeFixed(),
ElecFeeImport(),
ElecPriceAkkudoktor(),
ElecPriceEnergyCharts(),
ElecPriceFixed(),
ElecPriceImport(),
ElecPriceSMARD(),
ElecPriceTibber(),
FeedInTariffAkkudoktor(),
FeedInTariffDvhubOnline(),
FeedInTariffEnergyCharts(),
FeedInTariffFixed(),
FeedInTariffImport(),
FeedInTariffSMARD(),
FeedInTariffTibber(),
LoadAkkudoktor(),
LoadAkkudoktorAdjusted(),
LoadImport(),
LoadVrm(),
PVForecastAkkudoktor(),
PVForecastForecastSolar(),
PVForecastHomeAssistant(),
PVForecastImport(),
PVForecastPVLib(),
PVForecastPVNode(),
PVForecastSolcast(),
PVForecastVrm(),
]
@pytest.mark.parametrize(
"field_name, invalid_value, expected_error",
[
("hours", -1, "Input should be greater than or equal to 0"),
("historic_hours", -5, "Input should be greater than or equal to 0"),
],
)
def test_prediction_common_settings_invalid(field_name, invalid_value, expected_error, config_eos):
"""Test invalid settings for PredictionCommonSettings."""
valid_data = {
"hours": 48,
"historic_hours": 24,
}
assert PredictionCommonSettings(**valid_data) is not None
valid_data[field_name] = invalid_value
with pytest.raises(ValidationError, match=expected_error):
PredictionCommonSettings(**valid_data)
def test_initialization(prediction, forecast_providers):
"""Test that Prediction is initialized with the correct providers in sequence."""
assert isinstance(prediction, Prediction)
for idx, provider in enumerate(prediction.providers):
assert provider.provider_id() == forecast_providers[idx].provider_id()
def test_provider_sequence(prediction):
"""Test the provider sequence is maintained in the Prediction instance."""
assert isinstance(prediction.providers[0], WeatherBrightSky)
assert isinstance(prediction.providers[1], WeatherClearOutside)
assert isinstance(prediction.providers[2], WeatherImport)
assert isinstance(prediction.providers[3], WeatherOpenMeteo)
assert isinstance(prediction.providers[4], ElecFeeFixed)
assert isinstance(prediction.providers[5], ElecFeeImport)
assert isinstance(prediction.providers[6], ElecPriceAkkudoktor)
assert isinstance(prediction.providers[7], ElecPriceEnergyCharts)
assert isinstance(prediction.providers[8], ElecPriceFixed)
assert isinstance(prediction.providers[9], ElecPriceImport)
assert isinstance(prediction.providers[10], ElecPriceSMARD)
assert isinstance(prediction.providers[11], ElecPriceTibber)
assert isinstance(prediction.providers[12], FeedInTariffAkkudoktor)
assert isinstance(prediction.providers[13], FeedInTariffDvhubOnline)
assert isinstance(prediction.providers[14], FeedInTariffEnergyCharts)
assert isinstance(prediction.providers[15], FeedInTariffFixed)
assert isinstance(prediction.providers[16], FeedInTariffImport)
assert isinstance(prediction.providers[17], FeedInTariffSMARD)
assert isinstance(prediction.providers[18], FeedInTariffTibber)
assert isinstance(prediction.providers[19], LoadAkkudoktor)
assert isinstance(prediction.providers[20], LoadAkkudoktorAdjusted)
assert isinstance(prediction.providers[21], LoadImport)
assert isinstance(prediction.providers[22], LoadVrm)
assert isinstance(prediction.providers[23], PVForecastAkkudoktor)
assert isinstance(prediction.providers[24], PVForecastForecastSolar)
assert isinstance(prediction.providers[25], PVForecastHomeAssistant)
assert isinstance(prediction.providers[26], PVForecastImport)
assert isinstance(prediction.providers[27], PVForecastPVLib)
assert isinstance(prediction.providers[28], PVForecastPVNode)
assert isinstance(prediction.providers[29], PVForecastSolcast)
assert isinstance(prediction.providers[30], PVForecastVrm)
def test_provider_by_id(prediction, forecast_providers):
"""Test that provider_by_id method returns the correct provider."""
for provider in forecast_providers:
assert prediction.provider_by_id(provider.provider_id()).provider_id() == provider.provider_id()
def test_prediction_repr(prediction):
"""Test that the Prediction instance's representation is correct."""
result = repr(prediction)
assert "Prediction([" in result
assert "ElecFeeFixed" in result
assert "ElecFeeImport" in result
assert "ElecPriceAkkudoktor" in result
assert "ElecPriceEnergyCharts" in result
assert "ElecPriceFixed" in result
assert "ElecPriceImport" in result
assert "ElecPriceSMARD" in result
assert "ElecPriceTibber" in result
assert "FeedInTariffAkkudoktor" in result
assert "FeedInTariffDvhubOnline" in result
assert "FeedInTariffEnergyCharts" in result
assert "FeedInTariffFixed" in result
assert "FeedInTariffImport" in result
assert "FeedInTariffSMARD" in result
assert "FeedInTariffTibber" in result
assert "LoadAkkudoktor" in result
assert "LoadAkkudoktorAdjusted" in result
assert "LoadImport" in result
assert "LoadVrm" in result
assert "PVForecastAkkudoktor" in result
assert "PVForecastForecastSolar" in result
assert "PVForecastHomeAssistant" in result
assert "PVForecastImport" in result
assert "PVForecastPVLib" in result
assert "PVForecastPVNode" in result
assert "PVForecastSolcast" in result
assert "PVForecastVrm" in result
assert "WeatherBrightSky" in result
assert "WeatherClearOutside" in result
assert "WeatherImport" in result
assert "WeatherOpenMeteo" in result
@pytest.mark.asyncio
async def test_empty_providers(prediction, forecast_providers):
"""Test behavior when Prediction does not have providers."""
# Clear all prediction providers from prediction
providers_bkup = prediction.providers.copy()
prediction.providers.clear()
assert prediction.providers == []
await prediction.update_data() # Should not raise an error even with no providers
# Cleanup after Test
prediction.providers = providers_bkup