chore: merge dev into main for MB SDK Preview #305
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…er (#18) * Stub out initial MB classes(b/169782786) and add naive implementation of initializer(b/169762813). * add license * Add license to missed models.py and fixed spacing * Move modules to to aiplatform level
* Add initial helper util functions and tests * Make requested changes, add TODOs to utils.py * Fix indent and lint
#26) * Add support for default project, credentials, and location to initalizer. Initializer tests. Moved initalizer based utils from utils to Init class. Formatting fixes.
* Add initial implementation of Model class along with AI Platform resource noun base class.
* Export aiplatform_v1beta1 as aiplatform.gapic_v1beta1 (#17) Freeing up the google.cloud.aiplatform namespace for MB SDK * GAPIC namespace (#20) * name space google.cloud.aiplatform.gapic * Init Disclaimer (#28) * clean up docstrings that are not rendered properly in reference doc (#24) Co-authored-by: Vinny Senthil <vinnysenthil@gmail.com> * fix: re-add py sessions to noxfile (#22) * fix: re-add py sessions to noxfile Co-authored-by: Vinny Senthil <vinnysenthil@gmail.com> Co-authored-by: Yu-Han Liu <yuhanliu@google.com> Co-authored-by: Vinny Senthil <vinnysenthil@gmail.com>
* Dataset class (#1) * Add global_config unset project error * Add two validation functions to utils * Implement initial Dataset class * Lint utils.py * Address reviewer comments + remove aip alias * Change re.Match to typing.Match * Lint with Py 3.8 * Address flake8 errors, remove unused vars
…34) Initial implementation of python script packager.
* first lro attempt * address comments * add test Co-authored-by: Yu-Han Liu <yuhanliu@google.com>
…ion (#40) * feat: Add tabular import support from GCS and BQ * fix: Ran linter again with following commands pip3 install flake8 black==19.10b0 black docs google tests noxfile.py setup.py flake8 google tests * fix: Moved instantiation after validation and renamed a _import_gcs function Co-authored-by: Ivan Cheung <ivanmkc@google.com>
* feat: Add Custom Training by Python Script * chore: fix LRO tests and formatting * feat: Address comments and change args to accept list of args to support positional args and flags. * feat: rename is_failed to has_failed * refactor: remove unused Dict type * chore: lint
* recs * create endpoint * deploy model * undeploy model * predict placeholders * use base properties * address feedback * address feedback * use full name * address comments * feat: Add Custom Training by Python Script (#6) * chore: fix LRO tests and formatting * add tests * fix typo * more typos * address feedback * feat: Address comments and change args to accept list of args to support positional args and flags. * feat: rename is_failed to has_failed * refactor: remove unused Dict type * Work on predict (#7) * fix tests * fix tests * fix tests * checkpoint * Endpoint (#8) * recs * create endpoint * deploy model * undeploy model * predict placeholders * use base properties * address feedback * address feedback * use full name * address comments * add tests * fix typo * more typos * address feedback * fix tests * fix tests * fix tests Co-authored-by: sirtorry <torryyang@google.com> Co-authored-by: Torry Yang <sirtorry@users.noreply.github.com> * address feedback * add tests * appease linters * fix test * fix test * add self to test params * tests * tests * tests * fix tests * more bug crushing * undo 'fix' * test: fix endpoint test * chore: change explain ticket ref * test: fix endpoint tests Co-authored-by: sasha-gitg <44654632+sasha-gitg@users.noreply.github.com> Co-authored-by: Sasha Sobran <asobran@google.com>
* env var helpers
* check display name len
… training jobs (#49) * Extracted reusable CustomTrainingJob code into TrainingJob base class Moved around some functions Completed refactor to use base class bug: remove requirement for import_schema_uri when passing in gcs_source (#46) Ran linters Removed model from TrainingJob and moved to CustomTrainingJob Removed DatasetWithSplits Added doc strings and simplified training_job_base code Moved TrainingJob class into training_jobs.py Removed container_uri from base TrainingJob class Addressed comments Fixed managed model Ran linter Fixed issues with abc, doc string and super call Refactored to create input data config separately * Ran linter Co-authored-by: Ivan Cheung <ivanmkc@google.com>
* Create and move all constants to constants.py * Fix tests after constants.py, drop unused vars * Init Job and BatchPredictionJob class, unit tests * Address all reviewer comments * Update docstring to bigquery.table.RowIterator * Get GCS/BQ clients to use same creds as uCAIP
Added the training job subclass for tables Co-authored-by: Ivan Cheung <ivanmkc@google.com>
Co-authored-by: Ivan Cheung <ivanmkc@google.com>
Co-authored-by: Ivan Cheung <ivanmkc@google.com>
* feat: Added predefined splits to custom training jobs * Added tests * Added docstrings, fixed run functions and fixed unit test * Added support for predefined splits in AutoMLTabularTrainingJob * Consolidated _create_input_data_config and fixed linting * Switched from gcs_destination to gcs_destination_uri_prefix Co-authored-by: Ivan Cheung <ivanmkc@google.com>
…splits (#99) * fix: Added check for tabular dataset when using pre-defined splits * Ran linters * fix: Small cleanup of control flow Co-authored-by: Ivan Cheung <ivanmkc@google.com>
* Fix gs:// prefix bug in BatchPredictionJob class * Implement Model.batch_predict() * Add unit tests for Model.batch_predict() * Remove location param from batch_predict() * Use direct module import, fix doc strings * Lint test_jobs.py, models.py * Add util helper to split gcs_path
Co-authored-by: Ivan Cheung <ivanmkc@google.com>
…nchronous (#291) * feature: Use gca_resource as repr and provide informative repr if asynchronous * feature: change repr from gca resource to resource name
…m compat.V1BETA1 to compat.V1 (#290) * resolving rebase conflict, review feedback * change compat.DEFAULT_VERSION to compat.V1; change tests services and types to V1 for general; add fixtures to support V1BETA1 tests for explanation * chore(deps): update dependency google-cloud-aiplatform to v0.6.0 (#270) * fix: add v1 conversion value rule Co-authored-by: WhiteSource Renovate <bot@renovateapp.com> Co-authored-by: Sasha Sobran <asobran@google.com>
…CI (#279) These file additions allow for the `samples/model-builder/*` sample tests to be picked up and run by Kokoro CI which currently only runs tests in `samples/snippets/*`
### [Colab for manual testing](https://colab.research.google.com/drive/14iLNaJEyZaPGebCgJZxgUJJeU9r7z_Fu) ### Summary of Changes - Added a `_list_method` property to `AiPlatformResourceNoun` to store GAPIC method name for each noun - Added a `create_time` and `update_time` property to `AiPlatformResourceNoun` - Added a single `list()` method that takes four optional fields and returns a list of SDK types - All of the fields except `order_by` are available in every GAPIC list methods - Added local sorting for GAPIC list methods that do not take `order_by` - Added 3 unit tests to check correct GAPIC calls and local sorting - Added `aiplatform.init()` to test class setup and dropped it from some unit tests Fixes [b/183498826](http://b/183498826) 🦕
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- Removes all use of `aiplatform.Dataset` - Replaces internal references with `aiplatform._Dataset` - Replaces public references with specific dataset sub-class or TypeVar `datasets.SupportedDatasets` ## TODO after merging - [x] @sasha-gitg PTAL [at this list of updates](https://docs.google.com/document/d/1mKqldyCZaLgtYrgxpd6F3TJ35Ap3l6MhOxyiWTmZ4NQ/edit) to external notebooks and Colabs to no longer reference `aiplatform.Dataset` Fixes [b/184156060](http://b/184156060) 🦕
chore: merge main into dev
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* samples: NLP import and predict samples for SDK * fix: mismatched region tags * samples: add more import data samples * samples: adds prediction NLP samples * fix: lint * samples: prediction tests * samples: adds endpoint fixtures * fix: lint * Update all MBSDK Dataset sample test mocks, fix NLP sample tests * Remove reference to ipdb Co-authored-by: Vinny Senthil <vinnysenthil@gmail.com>
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This should be good to go pending this PR: #306.