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EOS/docs/_generated/configpvforecast.md
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1abdd345c4 fix: unify mypy environments for local checks and CI (#1291)
The isolated pre-commit mypy hook previously omitted runtime type information that
make mypy used, hiding errors involving dependencies such as Pydantic and Pendulum.
Makefile, pre-commit and CI now run the same full-project typing policy in the
development environment defined by uv.lock.

- Use uv run --locked --exact --extra dev and the same mypy arguments for Makefile
  and the local hook. Check all of src and tests, including on configuration-only
  changes.
- Pin Python 3.13 for local development and the pre-commit CI job, and install the
  locked pre-commit version in CI.
- Disable incremental analysis because existing Pendulum cache state changes mypy 2.3.1
  diagnostics. Document the policy, the performance tradeoff and the existing typing debt.
- Add a regression test that exercises Makefile, the hook and the CI command in a
  temporary project, accepting valid dependency types and detecting deliberate
  Pydantic/Pendulum assignment errors.

Resolve the newly detected mypy diagnostics.

- Enable the numpydantic and Pydantic mypy plugins, retaining strict Pydantic
  constructor typing with init_typed = true. Validate raw/coercible payloads through model_validate.
- Propagate concrete record, provider and time-window types through generic collections,
  factories and lookup methods. Preserve runtime field inspection and generated time-window
  documentation.
- Align Pendulum annotations with actual factory/arithmetic results while retaining Pydantic
  validation adapters at runtime. Correct optional values, array boundaries, REST handlers
  and plotting interfaces.
- Add pinned scipy-stubs and types-psutil, update uv.lock, and supply the plugins' dependencies.
- Add runtime regression coverage for validated path defaults, normalized time-series metadata,
  generic field inspection, invalid timestamps and unsupported provider imports.

Runtime and compatibility details:

- Validate path defaults as Path objects while retaining raw string defaults needed by
  migration serialization with exclude_defaults.
- Normalize feed-in tariff lists and default charge rates to NumPy arrays; reject missing
  timestamps/uninitialized values explicitly. Importing into a provider without import support
  returns HTTP 400.
- Public JSON schemas and OpenAPI structure match main (excluding the generated version).

Signed-off-by: dr-dimitry

Signed-off-by: dr-dimitry
Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>
Co-authored-by: dr-dimitri <87113560+dr-dimitri@users.noreply.github.com>
Co-authored-by: Normann <github@koldrack.com>
2026-09-10 23:20:35 +02:00

19 KiB

PV Forecast Configuration

:::{table} pvforecast :widths: 10 20 10 5 5 30 :align: left

Name Environment Variable Type Read-Only Default Description
forecastsolar EOS_PVFORECAST__FORECASTSOLAR PVForecastForecastSolarCommonSettings rw required ForecastSolar provider settings
homeassistant EOS_PVFORECAST__HOMEASSISTANT PVForecastHomeAssistantCommonSettings rw required Home Assistant provider settings
max_planes EOS_PVFORECAST__MAX_PLANES Optional[int] rw 0 Maximum number of planes that can be set
planes EOS_PVFORECAST__PLANES Optional[list[akkudoktoreos.prediction.pvforecast.PVForecastPlaneSetting]] rw None Plane configuration.
planes_azimuth List[float] ro N/A Compute a list of the azimuths per active planes.
planes_inverter_paco Any ro N/A Compute a list of the maximum power rating of the inverter per active planes.
planes_peakpower List[float] ro N/A Compute a list of the peak power per active planes.
planes_tilt List[float] ro N/A Compute a list of the tilts per active planes.
planes_userhorizon Any ro N/A Compute a list of the user horizon per active planes.
provider EOS_PVFORECAST__PROVIDER Optional[str] rw None PVForecast provider id of provider to be used.
providers list[str] ro N/A Available PVForecast provider ids.
pvforecastimport EOS_PVFORECAST__PVFORECASTIMPORT PVForecastImportCommonSettings rw required PV forecast import provider settings
pvlib EOS_PVFORECAST__PVLIB PVForecastPVLibCommonSettings rw required PVLib provider settings
pvnode EOS_PVFORECAST__PVNODE PVForecastPVNodeCommonSettings rw required PVNode provider settings
solcast EOS_PVFORECAST__SOLCAST PVForecastSolcastCommonSettings rw required Solcast provider settings
vrm EOS_PVFORECAST__VRM PVForecastVrmCommonSettings rw required Victron Remote Management (VRM) provider settings
:::

Example Input

   {
       "pvforecast": {
           "provider": "PVForecastAkkudoktor",
           "pvforecastimport": {
               "import_file_path": null,
               "import_json": null
           },
           "vrm": {
               "token": "your-token",
               "site_id": 12345
           },
           "homeassistant": {
               "entity_id": "sensor.pv_forecast",
               "attribute": "forecast",
               "datetime_key": "datetime",
               "value_key": "watts",
               "value_unit": "W",
               "base_url": null,
               "token": null
           },
           "pvlib": {},
           "pvnode": {
               "api_key": "",
               "site_id": null,
               "forecast_days": 2
           },
           "forecastsolar": {
               "api_key": null
           },
           "solcast": {
               "api_key": "",
               "site_id": ""
           },
           "planes": [
               {
                   "surface_tilt": 10.0,
                   "surface_azimuth": 180.0,
                   "userhorizon": [
                       10.0,
                       20.0,
                       30.0
                   ],
                   "peakpower": 5.0,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 0,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 6000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               },
               {
                   "surface_tilt": 20.0,
                   "surface_azimuth": 90.0,
                   "userhorizon": [
                       5.0,
                       15.0,
                       25.0
                   ],
                   "peakpower": 3.5,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 1,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 4000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               }
           ],
           "max_planes": 1
       }
   }

Example Output

   {
       "pvforecast": {
           "provider": "PVForecastAkkudoktor",
           "pvforecastimport": {
               "import_file_path": null,
               "import_json": null
           },
           "vrm": {
               "token": "your-token",
               "site_id": 12345
           },
           "homeassistant": {
               "entity_id": "sensor.pv_forecast",
               "attribute": "forecast",
               "datetime_key": "datetime",
               "value_key": "watts",
               "value_unit": "W",
               "base_url": null,
               "token": null
           },
           "pvlib": {},
           "pvnode": {
               "api_key": "",
               "site_id": null,
               "forecast_days": 2
           },
           "forecastsolar": {
               "api_key": null
           },
           "solcast": {
               "api_key": "",
               "site_id": ""
           },
           "planes": [
               {
                   "surface_tilt": 10.0,
                   "surface_azimuth": 180.0,
                   "userhorizon": [
                       10.0,
                       20.0,
                       30.0
                   ],
                   "peakpower": 5.0,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 0,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 6000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               },
               {
                   "surface_tilt": 20.0,
                   "surface_azimuth": 90.0,
                   "userhorizon": [
                       5.0,
                       15.0,
                       25.0
                   ],
                   "peakpower": 3.5,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 1,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 4000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               }
           ],
           "max_planes": 1,
           "providers": [
               "PVForecastAkkudoktor",
               "PVForecastForecastSolar",
               "PVForecastHomeAssistant",
               "PVForecastImport",
               "PVForecastPVLib",
               "PVForecastPVNode",
               "PVForecastSolcast",
               "PVForecastVrm"
           ],
           "planes_peakpower": [
               5.0,
               3.5
           ],
           "planes_azimuth": [
               180.0,
               90.0
           ],
           "planes_tilt": [
               10.0,
               20.0
           ],
           "planes_userhorizon": [
               [
                   10.0,
                   20.0,
                   30.0
               ],
               [
                   5.0,
                   15.0,
                   25.0
               ]
           ],
           "planes_inverter_paco": [
               6000.0,
               4000.0
           ]
       }
   }

Common settings for PV forecast VRM API

:::{table} pvforecast::vrm :widths: 10 10 5 5 30 :align: left

Name Type Read-Only Default Description
site_id int rw 12345 VRM-Installation-ID
token str rw your-token Access token for connecting to the Victron Remote Management (VRM) API
:::

Example Input/Output

   {
       "pvforecast": {
           "vrm": {
               "token": "your-token",
               "site_id": 12345
           }
       }
   }

Common settings for the Solcast PV forecast provider

:::{table} pvforecast::solcast :widths: 10 10 5 5 30 :align: left

Name Type Read-Only Default Description
api_key str rw `` Solcast API key (Bearer auth). Required.
site_id str rw `` Solcast rooftop site (resource) id. Required.
:::

Example Input/Output

   {
       "pvforecast": {
           "solcast": {
               "api_key": "your-solcast-key",
               "site_id": "abcd-1234-efgh-5678"
           }
       }
   }

Common settings for the pvnode.com PV forecast provider

:::{table} pvforecast::pvnode :widths: 10 10 5 5 30 :align: left

Name Type Read-Only Default Description
api_key str rw `` pvnode.com API key (Bearer auth). Required.
forecast_days int rw 2 Forecast horizon in days (1-7, capped by the pvnode plan).
site_id Optional[str] rw None pvnode.com site id of the saved plant ('Anlagen-ID'). When set, the saved (possibly calibrated) site is used. Leave empty to send the configured pvforecast.planes inline instead.
:::

Example Input/Output

   {
       "pvforecast": {
           "pvnode": {
               "api_key": "pvn_live_xxxxxxxxxxxxxxxx",
               "site_id": "abcd-1234",
               "forecast_days": 2
           }
       }
   }

Common settings for pvforecast data calculation with PVLib

:::{table} pvforecast::pvlib :widths: 10 10 5 5 30 :align: left

Name Type Read-Only Default Description
:::

Example Input/Output

   {
       "pvforecast": {
           "pvlib": {}
       }
   }

Common settings for pvforecast data import from file or JSON string

:::{table} pvforecast::pvforecastimport :widths: 10 10 5 5 30 :align: left

Name Type Read-Only Default Description
import_file_path Union[str, pathlib.Path, NoneType] rw None Path to the file to import PV forecast data from.
import_json Optional[str] rw None JSON string, dictionary of PV forecast value lists.
:::

Example Input/Output

   {
       "pvforecast": {
           "pvforecastimport": {
               "import_file_path": null,
               "import_json": "{\"pvforecast_ac_power\": [0, 8.05, 352.91]}"
           }
       }
   }

PV Forecast Plane Configuration

:::{table} pvforecast::planes::list :widths: 10 10 5 5 30 :align: left

Name Type Read-Only Default Description
albedo Optional[float] rw 0.2 Proportion of the light hitting the ground that it reflects back.
inverter_model Optional[str] rw None Model of the inverter of this plane.
inverter_paco Optional[int] rw None AC power rating of the inverter [W].
loss Optional[float] rw 14.0 Sum of PV system losses in percent
module_model Optional[str] rw None Model of the PV modules of this plane.
modules_per_string Optional[int] rw None Number of the PV modules of the strings of this plane.
mountingplace Optional[str] rw building Type of mounting for PV system. Options are 'free' for free-standing and 'building' for building-integrated.
optimal_surface_tilt Optional[bool] rw False Calculate the optimum tilt angle. Ignored for two-axis tracking.
optimalangles Optional[bool] rw False Calculate the optimum tilt and azimuth angles. Ignored for two-axis tracking.
peakpower Optional[float] rw None Nominal power of PV system in kW.
pvtechchoice Optional[str] rw crystSi PV technology. One of 'crystSi', 'CIS', 'CdTe', 'Unknown'.
strings_per_inverter Optional[int] rw None Number of the strings of the inverter of this plane.
surface_azimuth Optional[float] rw 180.0 Orientation (azimuth angle) of the (fixed) plane. Clockwise from north (north=0, east=90, south=180, west=270).
surface_tilt Optional[float] rw 30.0 Tilt angle from horizontal plane. Ignored for two-axis tracking.
trackingtype Optional[int] rw None Type of suntracking. 0=fixed, 1=single horizontal axis aligned north-south, 2=two-axis tracking, 3=vertical axis tracking, 4=single horizontal axis aligned east-west, 5=single inclined axis aligned north-south.
userhorizon Optional[List[float]] rw None Elevation of horizon in degrees, at equally spaced azimuth clockwise from north.
:::

Example Input/Output

   {
       "pvforecast": {
           "planes": [
               {
                   "surface_tilt": 10.0,
                   "surface_azimuth": 180.0,
                   "userhorizon": [
                       10.0,
                       20.0,
                       30.0
                   ],
                   "peakpower": 5.0,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "building",
                   "loss": 14.0,
                   "trackingtype": 0,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 6000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               }
           ]
       }
   }

Common settings for pvforecast data from a Home Assistant entity

:::{table} pvforecast::homeassistant :widths: 10 10 5 5 30 :align: left

Name Type Read-Only Default Description
attribute str rw forecast Entity attribute holding the forecast list.
base_url Optional[str] rw None Base URL of the Home Assistant instance. Only required when EOS is not running as a Home Assistant add-on (no SUPERVISOR_TOKEN available).
datetime_key str rw datetime Key for the timestamp in each forecast entry.
entity_id str rw sensor.pv_forecast Home Assistant entity providing the PV forecast.
token Optional[str] rw None Long-lived access token for the Home Assistant instance. Only required when EOS is not running as a Home Assistant add-on.
value_key str rw watts Key for the AC power value in each forecast entry.
value_unit Literal['W', 'kW'] rw W Unit of the forecast value. Converted to W internally.
:::

Example Input/Output

   {
       "pvforecast": {
           "homeassistant": {
               "entity_id": "sensor.pv1_power_now",
               "attribute": "forecast",
               "datetime_key": "datetime",
               "value_key": "watts",
               "value_unit": "W",
               "base_url": "http://homeassistant.local:8123",
               "token": null
           }
       }
   }

Common settings for the Forecast.Solar PV forecast provider

:::{table} pvforecast::forecastsolar :widths: 10 10 5 5 30 :align: left

Name Type Read-Only Default Description
api_key Optional[str] rw None Forecast.Solar API key. Optional — the public endpoint works without a key (lower rate limit).
:::

Example Input/Output

   {
       "pvforecast": {
           "forecastsolar": {
               "api_key": null
           }
       }
   }