featurebyte.FeatureJobSettingAnalysis¶
class FeatureJobSettingAnalysis(
*,
user_id: Optional[ObjectId]=None,
name: Optional[str]=None,
created_at: Optional[datetime]=None,
updated_at: Optional[datetime]=None,
block_modification_by: List[ReferenceInfo]=None,
description: Optional[str]=None,
is_deleted: bool=False,
catalog_id: ObjectId,
event_table_id: Optional[ObjectId]=None,
event_table_candidate: Optional[EventTableCandidate]=None,
analysis_options: AnalysisOptions,
analysis_parameters: AnalysisParameters,
analysis_result: AnalysisResult,
analysis_report: str,
backtest_summaries: Optional[List[BackTestSummary]]=None
)Description¶
The FeatureJobSettingAnalysis object contains the result of the analysis of the data availability and freshness of a table. The metadata held by the object includes a report and recommendation for the configuration of the feature job setting of features associated with the table. Additionally, you can perform a backtest of a manually configured feature job setting.
Parameters¶
- user_id: Optional[ObjectId]
- name: Optional[str]
- created_at: Optional[datetime]
- updated_at: Optional[datetime]
- block_modification_by: List[ReferenceInfo]
- description: Optional[str]
- is_deleted: bool
default: False - catalog_id: ObjectId
- event_table_id: Optional[ObjectId]
- event_table_candidate: Optional[EventTableCandidate]
- analysis_options: AnalysisOptions
- analysis_parameters: AnalysisParameters
- analysis_result: AnalysisResult
- analysis_report: str
- backtest_summaries: Optional[List[BackTestSummary]]