abacusai.api_class.monitor
Module Contents
Classes
Time Window Configuration |
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Forecasting Monitor Configuration |
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Std Dev Threshold types |
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Item Attributes Std Dev Threshold for Monitor Alerts |
- class abacusai.api_class.monitor.TimeWindowConfig
Bases:
abacusai.api_class.abstract.ApiClass
Time Window Configuration
- Parameters:
- to_dict()
Standardizes converting an ApiClass to dictionary. Keys of response dictionary are converted to camel case. This also validates the fields ( type, value, etc ) received in the dictionary.
- class abacusai.api_class.monitor.ForecastingMonitorConfig
Bases:
abacusai.api_class.abstract.ApiClass
Forecasting Monitor Configuration
- Parameters:
id_column (str) – The name of the column that contains the unique identifier for the time series.
timestamp_column (str) – The name of the column that contains the timestamp for the time series.
target_column (str) – The name of the column that contains the target value for the time series.
start_time (str) – The start time of the time series data.
end_time (str) – The end time of the time series data.
window_config (TimeWindowConfig) – The windowing configuration for the time series data.
- window_config: TimeWindowConfig
- to_dict()
Standardizes converting an ApiClass to dictionary. Keys of response dictionary are converted to camel case. This also validates the fields ( type, value, etc ) received in the dictionary.
- class abacusai.api_class.monitor.StdDevThreshold
Bases:
abacusai.api_class.abstract.ApiClass
Std Dev Threshold types
- Parameters:
threshold_type (StdDevThresholdType) – Type of threshold to apply to the item attributes.
value (float) – Value to use for the threshold.
- threshold_type: abacusai.api_class.enums.StdDevThresholdType
- to_dict()
Standardizes converting an ApiClass to dictionary. Keys of response dictionary are converted to camel case. This also validates the fields ( type, value, etc ) received in the dictionary.
- class abacusai.api_class.monitor.ItemAttributesStdDevThreshold
Bases:
abacusai.api_class.abstract.ApiClass
Item Attributes Std Dev Threshold for Monitor Alerts
- Parameters:
lower_bound (StdDevThreshold) – Lower bound for the item attributes.
upper_bound (StdDevThreshold) – Upper bound for the item attributes.
- lower_bound: StdDevThreshold
- upper_bound: StdDevThreshold
- to_dict()
Standardizes converting an ApiClass to dictionary. Keys of response dictionary are converted to camel case. This also validates the fields ( type, value, etc ) received in the dictionary.