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splicemachine/features/feature_store.py

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@@ -192,8 +192,7 @@ def get_feature_description(self):
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raise NotImplementedError
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def get_training_set(self, features: Union[List[Feature], List[str]], current_values_only: bool = False,
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label: str = None, start_time: datetime = None, end_time: datetime = None,
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return_sql: bool = False) -> SparkDF:
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start_time: datetime = None, end_time: datetime = None, return_sql: bool = False) -> SparkDF:
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"""
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Gets a set of feature values across feature sets that is not time dependent (ie for non time series clustering).
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This feature dataset will be treated and tracked implicitly the same way a training_dataset is tracked from
@@ -217,10 +216,6 @@ def get_training_set(self, features: Union[List[Feature], List[str]], current_va
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create a Training View to specify the join conditions.
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:param current_values_only: If you only want the most recent values of the features, set this to true. Otherwise, all history will be returned. Default False
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:param label: An optional label to specify for the training set. If specified, the feature set of that feature
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will be used as the "anchor" feature set, meaning all point in time joins will be made to the timestamps of
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that feature set. This feature will also be recorded as a "label" feature for this particular training set
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(but not others in the future, unless this label is again specified).
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:param start_time: How far back in history you want Feature values. If not specified (and current_values_only is False), all history will be returned.
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This parameter only takes effect if current_values_only is False.
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:param end_time: The most recent values for each selected Feature. This will be the cutoff time, such that any Feature values that

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