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32 refine data pipeline training data construction (#37)

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* 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>
This commit is contained in:
Daniel Alves Rösel
2025-12-12 12:15:15 +01:00
committed by GitHub
parent a2a443c027
commit a1916c966c
6 changed files with 316 additions and 159 deletions
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12
experiments/procesing/steps/__init__.py
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@@ -6,7 +6,11 @@ from procesing.steps.chunk import ChunkByTimeWindowStep
from procesing.steps.demand import ComputeDemandStep, ComputeDemandForChunksStep
from procesing.steps.elasticity import AggregatePriceLogsStep
from procesing.steps.pricing import FitPricingFunctionStep, PredictPricesStep
from procesing.steps.session import ExtractSessionFeaturesStep, _extract_features_for_session
from procesing.steps.session import (
ExtractSessionFeaturesStep, JoinLabelsStep, ValidateDataStep,
TemporalFeatureStep, BehavioralFeatureStep, ProductFeatureStep, UserAgentFeatureStep,
_extract_features_for_session
)
__all__ = [
'BaseContextStep',
@@ -25,5 +29,11 @@ __all__ = [
'FitPricingFunctionStep',
'PredictPricesStep',
'ExtractSessionFeaturesStep',
'JoinLabelsStep',
'ValidateDataStep',
'TemporalFeatureStep',
'BehavioralFeatureStep',
'ProductFeatureStep',
'UserAgentFeatureStep',
'_extract_features_for_session',
]