automl.components.executors package
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class
Executor Bases:
abc.ABCThis class defines the abstract behavior required of an Executor.
Executor executes a recommendation, and produces a score.
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abort(ctx: automl.defs.Context) This method is called to abort execution immediately. This method is called from the Main Thread.
- Parameters
ctx – the context that enables cross-component data sharing
Returns:
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abstract
determine_search_space(ctx: automl.defs.Context) → automl.defs.SearchSpace This method is called by the AutoML engine to determine the AutoML search space. This method is called from the Main Thread.
- Parameters
ctx – the context that enables cross-component data sharing
Returns: a search space
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abstract
execute(recommendation: automl.defs.Recommendation, ctx: automl.defs.Context) → object Execute the specified recommendation and return a score.
This method is called from the Job Thread.
- Parameters
recommendation – the recommendation to be executed
ctx – the context that enables cross-component data sharing
Returns: an object that represents the score
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shutdown(ctx: automl.defs.Context) This method is called to shutdown the executor. This is called at the end of the AutoML workflow.
This method is called from the Main Thread.
- Parameters
ctx – the context that enables cross-component data sharing
Returns:
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