* 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
* 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.
* remove the graph component output; add support for dependency on graph component
* fix bug; adjust unit tests
* add support for explicit dependency of graph component
* adjust unit test
* add a todo
* bug fixes for unit tests
* refactor condition_param code; fix bug when the inputs task name is None; need to remove the print later
* do not pass condition param as arguments to downstream ops, remove print logs; add unit tests
* add unit test golden yaml
* fix bug
* fix the sample
* Feature: sidecar for ContainerOp
* replace f-string with string format for compatibility with py3.5
* ContainerOp now can be updated with any k8s V1Container attributes as well as sidecars with Sidecar class. ContainerOp accepts PipelineParam in any valid k8 properties.
* WIP: fix conflicts and bugs with recent master. TODO: more complex template with pipeline params
* fix proxy args
* Fixed to work with latest master head
* Added container_kwargs to ContainerOp to pass in k8s container kwargs
* Fix comment bug, updated with example in ContainerOp docstring
* fix copyright year
* expose match_serialized_pipelineparam as public for compiler to process serialized pipeline params
* fixed pydoc example and removed unnecessary ContainerOp.container.parent
* Fix conflicts in compiler tests
* dsl generate zip file
* minor fix
* fix zip read in the unit test
* update sample tests
* dsl compiler generates pipeline based on the input name suffix
* add unit tests for different output format
* update the sdk client to support tar zip and yaml
* fix typo
* fix file write
* add a While in the ops group
* deepcopy the while conditions when entering and exiting
* add while condition resolution in the compiler
* define graph component decorator
* remove while loop related codes
* fixes
* remove while loop related code
* fix bugs
* generate a unique ops group name and being able to retrieve by name
* resolve the opsgroups inputs and dependencies based on the pipelineparam in the condition
* add a recursive ops_groups
* fix bugs of the recursive opsgroup template name
* resolve the recursive template name and arguments
* add validity checks
* add more comments
* add usage comment in graph_component
* add unit test for the graph opsgraph
* refactor the opsgroup
* add unit test for the graph_component decorator
* exposing graph_component decorator
* add recursive compiler unit tests
* fix the bug of opsgroup name
adjust the graph_component usage example
fix index bugs
use with statement in the graph_component instead of directly calling
the enter/exit functions
* add a todo to combine the graph_component and component decorators
* add core types and type checking function
* fix unit test bug
* avoid defining dynamic classes
* typo fix
* add component metadata format
* add a construct for the component decorator
* add default values for the meta classes
* add input/output types to the metadata
* add from_dict in TypeMeta
* small fix
* add unit tests
* use python struct for the openapi schema
* add default in parameter
* add default value
* remove the str restriction for the param default
* bug fix
* add pipelinemeta
* add pipeline metadata
* ignore annotation if it is not str/BaseType/dict
* update param name in the check_type functions
remove schema validators for GCRPath, and adjust for GCRPath, GCSPath
change _check_valid_dict to _check_valid_type_dict to avoid confusion
fix typo in the comments
adjust function order for readability
* remove default values for non-primitive types in the function signature
update the _check_valid_type_dict name
* pass metadata from component decorator and task factory to containerOp
* pass pipeline metadata to Pipeline
* fix unit test
* typo in the comments
* move the metadata classes to a separate module
* fix unit test
* small change
* add __eq__ to meta classes
not export _metadata classes
* nothing
* fix unit test
* unit test python component
* unit test python pipeline
* fix bug: duplicate variable of args
* fix unit tests
* move python_component and _component decorator in _component file
* remove the print
* change parameter default value to None
* add functools wraps around _component decorator
* TypeMeta accept both str and dict
* fix indent, add unit test for type as strings
* do not set default value for the name field in ParameterMeta, ComponentMeta, and PipelineMeta
* add type check in task factory
* output error message
* add type check in component decorator; move the metadata assignment out of the containerop __init__ function
* fix bug; add unit test
* add more unit tests
* more unit tests; fix bugs
* more unit tests; fix bugs
* add unit tests
* more unit tests
* add type check switch; add unit tests
* add compiler option for type check
* resolving pr comments
* add unit test for pipeline param check with component types; fix the bug; also fix the bug when there are not a single return annotations
* component build support for both python2 and python3
* add sample test
* remove the annotations for python2 component build
* add pathlib for python2 component build
* fix component build unit test
* fix bug in the dockerfile generator
* remove exist_ok in path.mkdir to make python2 compatible
* adjust unit test
* remove pathlib dependency for python2 component build
* remove the pathlib codes in python3 component build, but use python2 code instead; add a todo to create a new sample
* support pipeline level imagepullsecret in DSL
* use kubernetes native input parameter for imagepullsecrets
* expose a module level function to configure the pipeline settings for the current default pipeline
* Support replacable arguments in command as well (besides arguments) in container op.
* Fix components builder.
* Fix tests.
* Follow up CR comments.
* Fix test.
* Now pipeline function takes direct default values rather than dsp.PipelineParam. It simplifies the sample code a lot.
* Remove extraneous parenthesis.
* Follow up CR comments.
* Change Dockerfile (not done).
* Fix dockerfile.
* Fix Dockerfile again.
* Remove unneeded installation of packages in Dockerfile.
* Add support for nvidia gpu limit
* Expose resource limits, requests and nodeSelector to ContainerOp
* Fix test data
* Add explicit set_gpu_limit function
* Fix logical bug
* Fixed compilation of dsl.Conditional
The compiler no longer produced intermediate steps.
* Got rid of _create_new_groups
* Changed the sub_group.type check
* Update frontend handling of graphs (#293)
* Updates the frontend to correctly parse the new format of conditional pipelines
* WIP - Assume tasks and templates don't share names
* Greatly simplifies graphing of conditional and non-conditional pipelines
* Adds/updates StaticParser tests
* Give nodes unique names
* add requirement to component image build
* add unit test for DependencyVersion
* add unit tests, fix bugs
* revert some unit test change
* include the package name inside the VersionedDependency, enable the unit test for the component builder
* disable the component image build, this is done in another PR
* update the version name to dependency
* delete unuseful tests and add more useful unit tests
* add unit tests
* fix some unit tests
* fix bug in DependencyHelper
* [WIP] change deployment platform to gcp
* debug
* revert test
* add volume
* update test
* to list
* fix
* to list
* to list
* to list
* to list
* stage
* update
* update
* Undid style changes
* address comments
* update comments
* Fixed compilation of dsl.Conditional
The compiler no longer produced intermediate steps.
* Got rid of _create_new_groups
* Changed the sub_group.type check
* Fix tfx name bug in the tfma sample test (#67)
* fix tfx name bug
* update release build for the data publish
Alexey Volkov
Eterna2
Alexey Volkov
Hamed
Ilias Katsakioris
Ning
Eterna2
qimingj
Ajay Gopinathan
hongye-sun
Chris Van Pelt
google inc
Alexey Volkov
Pascal Vicaire