* revert to c8204d0
* reapply #9742
* modify #9791
* reapply #9800
* reapply #9827
* revert parts of #9738
* reapply parts of #9785
* remove duplicated dsl-test code
* reapply parts of #9791
* correct version
* use autodoc default options
* sort symbol order by typical usage patterns
* include summary of submodule symbols
* expose Input[] and Output[] type generics
* include tables of contents on API reference docs pages
* expand global TOC for discoverability
* fix missing reference / circular import problem
* support container_component decorator for function with no inputs
* resolve review comments
* add sample tests for milestone 1
* modify compiler test data
* resolve reviews
* resolve reviews
* WIP
* implementation of function of no inputs
* fixed sample test
* re-fix sample test
* fix rebase merge conflict
* resolve formatting
* resolve isort error for test data
* resolve comments
* fix nit
* resolve nit
* add implementation for placeholders i/o, sample and compiler tests
* resolve comments and merge logic for constructing container component
* resolve comments
* resolve comments
* fix assertion messages
* add error handling for accessing artifact by itself
* add test for raising error for accessing artifact by itself
* add module-level docstrings
* update compiler docstrings
* update registry module docstrings
* add BaseComponent and children to public api, but discourage use
* update artifact docstrings and type annotations
* update dsl docstrings
* update client docstrings
* clean up kfp.__init__
* add dsl placeholder docstrings
* many more docstring updates
* document type aliases in dsl module
* use __all__ in top-level modules to record public api
* add index and source files
* add kubeflow assets to _static/
* add and pin requirements
* use block quote instead of header for readme notice
* update conf.py
* delete old files
* remove unused imports
* use google as isort profile
* sort imports
* format with yapf
* clean end of file new line, trailing whitespace, double quoted strings
* SDK/Components - Creating graph components from python pipeline function
`create_graph_component_from_pipeline_func` converts python pipeline function to a graph component object that can be saved, shared, composed or submitted for execution.
Example:
producer_op = load_component(component_with_0_inputs_and_2_outputs)
processor_op = load_component(component_with_2_inputs_and_2_outputs)
def pipeline1(pipeline_param_1: int):
producer_task = producer_op()
processor_task = processor_op(pipeline_param_1, producer_task.outputs['Output 2'])
return OrderedDict([
('Pipeline output 1', producer_task.outputs['Output 1']),
('Pipeline output 2', processor_task.outputs['Output 2']),
])
graph_component = create_graph_component_from_pipeline_func(pipeline1)
* Changed the signatures of exported functions
Non-public create_graph_component_spec_from_pipeline_func creates ComponentSpec
Public create_graph_component_from_pipeline_func creates component and writes it to file.
* Switched to using _extract_component_interface to analyze function signature
Stopped humanizing the input names for now. I think it's benefitial to extract interface from function signature the same way for both container and graph python components.
* Support outputs declared using pipeline function's return annotation
* Cleaned up the test
* Stop including the whole parent tasks in task output references
* By default, do not include task component specs in the graph component
Remove the component spec from component reference unless it will make the reference empty or unless explicitly asked by the user
* Exported the create_graph_component_from_pipeline_func function
* Fixed imports
* Updated the copyright year.
* SDK/Components - Made component search locations configurable
* Raise proper error on existing, but malformed components instead of saying the component was not found.
Component name must be non-empty.
Addressed PR feedback.
Connor McCarthy
Scott_Xu
Yaqi Ji
Alexey Volkov
Alexey Volkov
Pascal Vicaire