* Transitively capturing code dependencies
Using cloudpickle.
* Got rid of func_type_declarations_code variable
* Extracted the function code extraction functions
* Improved support for capturing module-level dependencies
* Added test for capturing module-level dependencies
* Removed the _capture_function_code_using_source_copy function
As requested by Ning
* SDK/Compiler - Added op and template transformers
They can be used to apply some functions (e.g. to add secrets) to all pipeline ops.
* Removed the template_transformers for now
* Moved the op_transformers to PipelineConf
* Added op_transformers test
* Added Python API reference docs
* Switched to the RTD theme
* Imporved the documentation
* Improved the docs
* Simplified the generator files
* Added sdk/python/requirements.txt
* Added licenses
* Added more information and comments to the conf.py file
* Added kfp.aws
* Fixed typos
* Removed the header
* Hiding some private classes
* Removed the explicit inclusion of kfp.components.structures as per Ning's request
* Added OWNERS file
* Changed the index title
* Removed the subheader
* Added the links to main documentation and source code
* Removed the listing of the kfp.components._structures
* Remove the separated dictionaries for ContainerOps and ResourceOps
* Fix the sanitization performed by the compiler to iterate through ops
dict and do type-check for the special fields file_outputs and
attribute_outputs
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* SDK - Separated the generated api client package
* Splitting the package build scripts
* Pinning the API client package version
* Moved import kfp_server_api to the top of the file
* Added the Mac OS X prerequisite install instructions
* Moved the build_kfp_server_api_python_package.sh script to the backend dir
* Updated the dependency version span
* SDK - Fixed the non-string items if the command-line arguments
Fixes a bug discovered by Makoto.
When you pass non-string arguments to the ContainerOp.command, they're passed as such to the resulting Argo workflow which then cannot be loaded in back-end due to the item types.
This PR ensures the items are converted to string.
* Removed the if_none parameter
It wasn't used anywhere.
* Specified that the argument is optional.
* SDK: Create BaseOp class
* BaseOp class is the base class for any Argo Template type
* ContainerOp derives from BaseOp
* Rename dependent_names to deps
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* SDK: In preparation for the new feature ResourceOps (#801)
* Add cops attributes to Pipeline. This is a dict having all the
ContainerOps of the pipeline.
* Set some processing in _op_to_template as ContainerOp specific
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* SDK: Simplify the consumption of Volumes by ContainerOps
Add `pvolumes` argument and attribute to ContainerOp. It is a dict
having mount paths as keys and V1Volumes as values. These are added to
the pipeline and mounted by the container of the ContainerOp.
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* SDK: Add ResourceOp
* ResourceOp is the SDK's equivalent for Argo's resource template
* Add rops attribute to Pipeline: Dictionary containing ResourceOps
* Extend _op_to_template to produce the template for ResourceOps
* Use processed_op instead of op everywhere in _op_to_template()
* Add samples/resourceop/resourceop_basic.py
* Add tests/dsl/resource_op_tests.py
* Extend tests/compiler/compiler_tests.py
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* SDK: Simplify the creation of PersistentVolumeClaim instances
* Add VolumeOp: A specified ResourceOp for PVC creation
* Add samples/resourceops/volumeop_basic.py
* Add tests/dsl/volume_op_tests.py
* Extend tests/compiler/compiler_tests.py
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* SDK: Emit a V1Volume as `.volume` from dsl.VolumeOp
* Extend VolumeOp so it outputs a `.volume` attribute ready to be
consumed by the `pvolumes` argument to ContainerOp's constructor
* Update samples/resourceop/volumeop_basic.py
* Extend tests/dsl/volume_op_tests.py
* Update tests/compiler/compiler_tests.py
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* SDK: Add PipelineVolume
* PipelineVolume inherits from V1Volume and it comes with its own set of
KFP-specific dependencies. It is aligned with how PipelineParam
instances are used. I.e. consuming a PipelineVolume leads to implicit
dependencies without the user having to call the `.after()` method on
a ContainerOp.
* PipelineVolume comes with its own `.after()` method, which can be used
to append extra dependencies to the instance.
* Extend ContainerOp to handle PipelineVolume deps
* Set `.volume` attribute of VolumeOp to be a PipelineVolume instead
* Add samples/resourceops/volumeop_{parallel,dag,sequential}.py
* Fix tests/dsl/volume_op_tests.py
* Add tests/dsl/pipeline_volume_tests.py
* Extend tests/compiler/compiler_tests.py
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* SDK: Simplify the creation of VolumeSnapshot instances
* VolumeSnapshotOp: A specified ResourceOp for VolumeSnapshot creation
* Add samples/resourceops/volume_snapshotop_{sequential,rokurl}.py
* Add tests/dsl/volume_snapshotop_tests.py
* Extend tests/compiler/compiler_tests.py
NOTE: VolumeSnapshots is an Alpha feature at the time of this commit.
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* Extend UI for the ResourceOp and Volumes feature of the Compiler
* Add VolumeMounts tab/entry (Run/Pipeline view)
* Add Manifest tab/entry (Run/Pipeline view)
* Add & Extend tests
* Update tests snapshot files
Signed-off-by: Ilias Katsakioris <elikatsis@arrikto.com>
* Cleaning up the diff (before moving things back)
* Renamed op.deps back to op.dependent_names
* Moved Container, Sidecar and BaseOp classed back to _container_op.py
This way the diff is much smaller and more understandable. We can always split or refactor the file later. Refactorings should not be mixed with genuine changes.
* SDK - Made ComponentSpec.implementation field optional
Improved the error message when trying to convert tasks to ContainerOp.
* Switched from attribute checking to type checking
* SDK - Decoupling ContainerOp from compiler
Currently, some code in DSL module depends on some classes that belong to the DSL-compiler.
Ideally, the dependency should go the the other way - the DSL-compiler should depend on DSL, but not the other way around.
This commit fixes that issue for the ContainerOp class.
* Switched from a list of handlers to a single handler
* SDK - Got rid of the global variable collecting all created pipelines
This list was only used by the command-line compiler.
The command-line compiler can still collect the created pipelines by registering a handler function in `_pipeline_decorator_handlers`.
* Replaced handler stack with a single handler.
* SDK - Simplified the @pipeline decorator
Moved metadata-related code to _metadata.
`Pipeline.get_pipeline_functions` now returns the list of pipeline functions.
* Addressed @gaoning777's PR feedback
IronPan
IronPan
Alexey Volkov
Alexey Volkov
eldar nugaev
Ilias Katsakioris
Eterna2
Ning
Hamed
hongye-sun
Tommy Li
John Paton
Ning
Ajay Gopinathan
Jiaxin Shan