wehub-resource-sync
31 lines
995 B
Python
31 lines
995 B
Python
"""
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Helper functions for testing the raw_data_loader coder(CoSTEER-based) component.
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- Does the developer loop work correctly
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It is NOT:
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- it is not interface unittest(i.e. workspace evaluator in the CoSTEER Loop)
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"""
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from rdagent.components.coder.data_science.raw_data_loader import DataLoaderCoSTEER
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from rdagent.components.coder.data_science.raw_data_loader.exp import DataLoaderTask
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from rdagent.scenarios.data_science.experiment.experiment import DSExperiment
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from rdagent.scenarios.data_science.scen import KaggleScen
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def develop_one_competition(competition: str): # -> experiment
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scen = KaggleScen(competition=competition)
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data_loader_coder = DataLoaderCoSTEER(scen)
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# Create the experiment
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dlt = DataLoaderTask(name="DataLoaderTask", description="")
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exp = DSExperiment(
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sub_tasks=[dlt],
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)
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# Develop the experiment
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exp = data_loader_coder.develop(exp)
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if __name__ == "__main__":
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develop_one_competition("aerial-cactus-identification")
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