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README
Repro Lab Sample Pipelines
Two simple sample pipelines are introduced on this repo with both KFP SDK and TFX SDK.
KFP SDK
Penguin classification pipeline with KFP SDK. To try to run this pipeline, check this document.
TFX SDK
- TBD
Future Work
KFP SDK
- [ ] Add unit test
- [ ] Migrate from
GCSPathintoArtifact - [ ] Pipeline E2E test
- [ ] Add Pusher component
TFX SDK
- [ ] Add sample example pipeline 😃
Core symbols most depended-on inside this repo
get_component_speccalled by 4
kfp/pipeline.py
write_csv
called by 2
kfp/components/data_generator/src/data_generator.py
write_csv
called by 2
kfp/components/transform/src/transform.py
get_version_from_toml
called by 1
kfp/pipeline.py
_data_generator_op
called by 1
kfp/pipeline.py
_transform_op
called by 1
kfp/pipeline.py
_trainer_op
called by 1
kfp/pipeline.py
_evaluator_op
called by 1
kfp/pipeline.py
Shape
Languages
Python100%
Modules by API surface
kfp/components/evaluator/src/evaluator.py12 symbols
kfp/components/transform/src/transform.py11 symbols
kfp/components/trainer/src/trainer.py9 symbols
kfp/pipeline.py8 symbols
kfp/components/data_generator/src/data_generator.py8 symbols
kfp/components/transform/tests/test_main.py5 symbols
kfp/components/trainer/tests/test_main.py5 symbols
kfp/components/evaluator/tests/test_main.py3 symbols
kfp/components/data_generator/tests/test_main.py3 symbols
For agents
$ claude mcp add lab_sample_pipelines \
-- python -m otcore.mcp_server <graph>