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SIENTIAPDE-1430: Refactor static threshold calculation logic and enhance test coverage

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This commit is contained in:
Bruno Domingues
2025-12-19 16:19:10 -03:00
parent 06571011f2
commit df6bf1daba
4 changed files with 118 additions and 9 deletions
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12
model_manager/utils/repository/model_repository.py
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@@ -205,12 +205,12 @@ class ModelRepository:
self.model_serving.log_param('nan_treatment', data.params.nan_treatment)
self.model_serving.log_param('lag_train', data.params.lag_train)
self.model_serving.log_param('lag_transform', data.params.lag_val)
self.model_serving.log_param(
'static_threshold',
(data.params.static_threshold if data.params.static_threshold is not None else 1)
if data.params.rem_static_win
else None,
)
static_threshold_value = None
if data.params.rem_static_win:
static_threshold_value = (
data.params.static_threshold if data.params.static_threshold is not None else 1
)
self.model_serving.log_param('static_threshold', static_threshold_value)
self.model_serving.log_param('lower_limits', data.params.low_lim)
self.model_serving.log_param('upper_limits', data.params.upp_lim)
self.model_serving.log_param('scaler_name', data.params.scaler_name)