submission_cli.entsoe_predictions

submission_cli.entsoe_predictions(interim, logger)

Return the ENTSO-E day-ahead hourly forecast series (tolerant).

Delegates to :func:spotforecast2_safe.downloader.entsoe.extract_entsoe_hourly_forecast (sf2-safe 22.7.0). An all-NaN column is tolerated: the library raises :exc:ValueError in that case; this function logs a WARNING and returns an empty :class:~pandas.Series instead. A genuinely missing column (:exc:KeyError) propagates unchanged.

This function does not abort. preds_entsoe feeds only warn-only shape checks and diagnostics, never the model or the submission CSV.

Parameters

interim : pd.DataFrame The combined DE-total interim DataFrame. logger : logging.Logger Script-level logger; emits a WARNING when the forecast is all-NaN (byte-identical to the lecture-script log line).

Returns

pd.Series Hourly ENTSO-E day-ahead forecast indexed by UTC timestamps, or an empty pd.Series(name="Forecasted Load", dtype="float64") when the column is all-NaN.

Examples:

::: {#d9d6689f .cell execution_count=1}
``` {.python .cell-code}
import logging
from spotforecast2_safe.submission_cli import entsoe_predictions

logger = logging.getLogger("example")
preds = entsoe_predictions(interim, logger)
print(preds.head())
```
:::