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Build a Pipeline abstraction#462

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mdekstrand merged 35 commits intolenskit:mainlenskit/lkpy:mainfrom mdekstrand:feature/pipelinemdekstrand/lkpy:feature/pipelineCopy head branch name to clipboardAug 2, 2024

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Commits on Aug 2, 2024

• add initial draft of pipeline abstraction

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• refactor pipeline docs slightly

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• add missing headers

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• doc updates

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• clean up some type tests & docs

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• fix doc syntax

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• document fallback todo

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• quick scorer note

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• document common pipeline names

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• Add the replace_component and alias methods

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• add serialization docs

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• test format

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• implement working typechecks

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• initial tests for pipeline behavior

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• we can start to run pipelines

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• pipelines don't have caches rn

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• fix infinite loop in edge cases of graph topology

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• support literal nodes

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• support defaults

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• lazily type-check inputs

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• clean up component replacement tests

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• implement fallback nodes

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• fix typing import

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• fix tests for windows int width

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• refactor nodes into separate package

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• move pipeline into top level

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• document nodes as opaque

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• update type-check logic for python 3.10

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• rewrite pipeline run for readability

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• document JSON config

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• improve test coverage and test cycle detection

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• cover + test fallback failure

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• get training working

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• fix pipeline types

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• add 'missing' option to node method

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