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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)

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