feat: opt-in pipeline fit optimisations, native bucketize, and sampled fitting support with caching - #69

Merged

georyetti merged 38 commits into

ExpediaGroup:mainfrom

ConorWorthington:main

Aug 25, 2026

Commits on Jun 29, 2026

Added localCheckPointInterval
ConorWorthington
authored
96bc515

Commits on Jun 30, 2026

Commits on Jul 1, 2026

Update bucketize.py
ConorWorthington
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9453119
Update conditional_standard_scale.py
ConorWorthington
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06043b5
Update single_feature_array_standard_scale.py
ConorWorthington
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b1096ce
Update standard_scale.py
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70cd178
Update bucketize.py
ConorWorthington
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c3db6b7
Update base.py
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847f181
Update pipeline.py
ConorWorthington
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6d5964a
Update pipeline.py
ConorWorthington
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ff3e9f7

Commits on Jul 2, 2026

Commits on Jul 6, 2026

Update pipeline.py
ConorWorthington
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6c4e18f
Update pipeline.py
ConorWorthington
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771ab9c

Commits on Aug 5, 2026

perf: persist during scaler fit and add pipeline fit-optimisation tests

cworthington
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claude
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d57d2a4
Merge pull request #1 from ConorWorthington/pipeline-fit-optimisations
ConorWorthington
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a2985e1
Patch black
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94dea39
Patch error
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4f5cea2
Patch test case
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3878d2f
Remove complexity, remove comments
ConorWorthington
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1918090

Commits on Aug 6, 2026

Patch for lint
ConorWorthington
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96fc184
Patch for linter
ConorWorthington
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6af4ba4

Commits on Aug 12, 2026

refactor: address PR review feedback on pipeline fit optimisations

cworthington
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claude
committed
78fef71

Commits on Aug 17, 2026

refactor: annotate bucketize get_keras_layer return as tf.keras.layers.Layer

cworthington
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claude
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60fa70b

Commits on Aug 18, 2026

feat: add opt-in cacheEstimatorInput fit optimisation to KamaeSparkPipeline

cworthington
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claude
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36859af

Commits on Aug 20, 2026

feat: add opt-in fitSampleFraction fit optimisation to KamaeSparkPipeline

cworthington
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claude
committed
2e0a0cd

Commits on Aug 21, 2026

feat: make fitSampleFraction per-estimator opt-in via useFitSample

cworthington
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claude
committed
ece629d
fix: preserve null semantics in vectorized UDF and pipeline params on load

cworthington
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claude
committed
bda7ae8

Commits on Aug 24, 2026

refactor: use Kamae metadata read/write in pipeline save/load

cworthington
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claude
committed
cfde6b7

Commits on Aug 25, 2026

Merge branch 'main' into main
ConorWorthington
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2bf1a82