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Feature Monitoring Window Configuration#

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MonitoringWindowConfig#

hsfs.core.monitoring_window_config.MonitoringWindowConfig(
    id=None,
    window_config_type=WindowConfigType.SPECIFIC_VALUE,
    time_offset=None,
    window_length=None,
    training_dataset_version=None,
    specific_value=None,
    row_percentage=None,
    **kwargs
)

Properties#

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id#

Id of the window configuration.

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row_percentage#

The percentage of rows to fetch and compute the statistics on. Only used for windows of type ROLLING_TIME and ALL_TIME.

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specific_value#

The specific value to use as reference. Only used for windows of type SPECIFIC_VALUE.

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time_offset#

The time offset from the current time to the start of the time window. Only used for windows of type ROLLING_TIME.

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training_dataset_version#

The version of the training dataset to use as reference. Only used for windows of type TRAINING_DATASET.

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window_config_type#

Type of the window. It can be one of ALL_TIME, ROLLING_TIME, TRAINING_DATASET or SPECIFIC_VALUE.

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window_length#

The length of the time window. Only used for windows of type ROLLING_TIME.