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SIENTIAPDE-1430: Introduce static_threshold parameter for static window removal.

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This parameter allows customizing the threshold (1-1000) used when rem_static_win is enabled, defaulting to 1 if null.
Updates include parameter definition, business rule validation, repository logic for passing the threshold, documentation in README.md and PIPELINE_PARAMS_CHANGELOG.md, and new unit and integration tests.
This commit is contained in:
Bruno Domingues
2025-12-19 15:44:18 -03:00
parent 7cbb7022e5
commit 06571011f2
10 changed files with 174 additions and 3 deletions
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model_manager/utils/repository/training_repository.py
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@@ -269,7 +269,9 @@ class TrainingRepository:
start_date=params.start_date,
end_date=params.end_date,
removed_intervals=removed_intervals,
static_threshold=1 if params.rem_static_win else None,
static_threshold=(params.static_threshold if params.static_threshold is not None else 1)
if params.rem_static_win
else None,
low_lim=params.low_lim,
upp_lim=params.upp_lim,
scaler_name=params.scaler_name,