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feat: fixed-view-point forecasting pipeline, available as CLI cmd `flexmeasures add forecasts` (#1546)

* feat: check whether the beliefs mention the used model

Signed-off-by: F.N. Claessen <felix@seita.nl>

* refactor: prepare for adding test parameters

Signed-off-by: F.N. Claessen <felix@seita.nl>

* refactor: rename internal variables for consistency

Signed-off-by: F.N. Claessen <felix@seita.nl>

* feature: convert max-forecast-horizon to a ISO 8601 duration field

Signed-off-by: F.N. Claessen <felix@seita.nl>

* refactor: use kwargs

Signed-off-by: F.N. Claessen <felix@seita.nl>

* fix: use SensorIdField for target sensor (required for max-forecast-horizon validation)

Signed-off-by: F.N. Claessen <felix@seita.nl>

* feat: test a non-1-hour resolution of the target sensor

Signed-off-by: F.N. Claessen <felix@seita.nl>

* docs: fix param explanation

Signed-off-by: F.N. Claessen <felix@seita.nl>

* refactor: schema deserialization returns target sensor rather than its ID

Signed-off-by: F.N. Claessen <felix@seita.nl>

* fix: wrong key name

Signed-off-by: F.N. Claessen <felix@seita.nl>

* fix: test expectations

Signed-off-by: F.N. Claessen <felix@seita.nl>

* refactor: redefine max_forecast_horizon in number of steps rather than number of hours

Signed-off-by: F.N. Claessen <felix@seita.nl>

* feat: convert forecast-frequency to a ISO 8601 duration field

Signed-off-by: F.N. Claessen <felix@seita.nl>

* docs: fix another param explanation

Signed-off-by: F.N. Claessen <felix@seita.nl>

* refactor: rename internal variable measuring steps rather than hours

Signed-off-by: F.N. Claessen <felix@seita.nl>

* feat: warn in case deprecated CLI options are used

Signed-off-by: F.N. Claessen <felix@seita.nl>

* docs: improve custom resampling inline comment

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>

* refactor: store horizons under self.horizons

Signed-off-by: F.N. Claessen <felix@seita.nl>

* feat: use ISO duration format ... (continued)

1367 of 1989 branches covered (68.73%)

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674 of 828 new or added lines in 22 files covered. (81.4%)

2 existing lines in 2 files now uncovered.

10037 of 13503 relevant lines covered (74.33%)

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 flexmeasures/data/models/forecasting/custom_models/lgbm_model.py
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 flexmeasures/data/models/forecasting/pipelines/train_predict.py
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 -0.45% flexmeasures/data/models/time_series.py
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 flexmeasures/data/models/forecasting/pipelines/predict.py
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 2.06% flexmeasures/cli/data_add.py
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Jobs
ID Job ID Ran Files Coverage
1 19030338421.1 331
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2 19030338421.2 331
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3 19030338421.3 331
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4 19030338421.4 331
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Source Files on build 19030338421