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a1916c966c
* feature: modularized feature engineering for ml setup (new pipeline) * chore: updating imports properly * test: updating fixtures with ua and meta * chore: migrating code ignore groups * chore: syntax cleaning and code quality * chore: fixing pipeline data compatability * Update experiments/procesing/steps/session.py Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> * chore: refactoring and dixing path joining * chore: refactoring function definition to avoid reinit --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
40 lines
1.5 KiB
Python
Executable File
40 lines
1.5 KiB
Python
Executable File
from procesing.steps.base import BaseContextStep
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from procesing.steps.fetch import FetchInteractionsStep, FetchPriceLogsStep, FetchExperimentsStep
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from procesing.steps.join import JoinExperimentsStep, JoinProductFeaturesStep
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from procesing.steps.augment import CreatePriceBucketsStep, AugmentEventNamesStep, AugmentInteractionsStep
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from procesing.steps.chunk import ChunkByTimeWindowStep
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from procesing.steps.demand import ComputeDemandStep, ComputeDemandForChunksStep
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from procesing.steps.elasticity import AggregatePriceLogsStep
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from procesing.steps.pricing import FitPricingFunctionStep, PredictPricesStep
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from procesing.steps.session import (
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ExtractSessionFeaturesStep, JoinLabelsStep, ValidateDataStep,
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TemporalFeatureStep, BehavioralFeatureStep, ProductFeatureStep, UserAgentFeatureStep,
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_extract_features_for_session
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)
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__all__ = [
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'BaseContextStep',
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'FetchInteractionsStep',
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'FetchPriceLogsStep',
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'FetchExperimentsStep',
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'JoinExperimentsStep',
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'JoinProductFeaturesStep',
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'CreatePriceBucketsStep',
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'AugmentEventNamesStep',
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'AugmentInteractionsStep',
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'ChunkByTimeWindowStep',
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'ComputeDemandStep',
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'ComputeDemandForChunksStep',
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'AggregatePriceLogsStep',
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'FitPricingFunctionStep',
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'PredictPricesStep',
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'ExtractSessionFeaturesStep',
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'JoinLabelsStep',
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'ValidateDataStep',
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'TemporalFeatureStep',
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'BehavioralFeatureStep',
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'ProductFeatureStep',
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'UserAgentFeatureStep',
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'_extract_features_for_session',
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]
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