mirror of
https://github.com/velocitatem/PHANTOM.git
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8b76d24ade
* supabase product proxy and rendering * minor pipeline refactor * refactoring and demand estimation * trackion of date index searching * fixing changes of imports * data seeding * chore: airline basic refactor * feat: huge push of product changes and item review with cart * refactored design * chore: moving route elsewhere and align * fix: build of web/ * chore: fixing paper build * fixing chars
23 lines
698 B
Python
23 lines
698 B
Python
from sklearn.pipeline import Pipeline
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from sklearn.preprocessing import StandardScaler
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from extract import KafkaDataFetcher, ExperimentJoiner, EventTitleAugmenter
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from mapping import SessionTransitionProbMatrixTransformer, render_graph
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from demand import DemandEstimator
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# exposable pipelines
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etl_pipeline = Pipeline([
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('kafka_fetch', KafkaDataFetcher()),
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('experiment_join', ExperimentJoiner()),
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('event_augment', EventTitleAugmenter()),
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])
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pricing_pipeline = Pipeline([
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('demand_estimation', DemandEstimator()),
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])
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if __name__ == "__main__":
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processed_data = etl_pipeline.fit_transform(None)
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pricing = pricing_pipeline.fit_transform(processed_data)
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print(pricing)
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