- adds column_specs as an alternative to column_transformation
- adds training_jobs.AutoMLTabularTrainingJob.get_auto_column_specs
- adds aiplatform.column

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This PR contains the following updates:

| Package | Change | Age | Adoption | Passing | Confidence |
|---|---|---|---|---|---|
| [google-cloud-aiplatform](https://togithub.com/googleapis/python-aiplatform) | `==1.1.1` -> `==1.2.0` | [![age](https://badges.renovateapi.com/packages/pypi/google-cloud-aiplatform/1.2.0/age-slim)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://badges.renovateapi.com/packages/pypi/google-cloud-aiplatform/1.2.0/adoption-slim)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://badges.renovateapi.com/packages/pypi/google-cloud-aiplatform/1.2.0/compatibility-slim/1.1.1)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://badges.renovateapi.com/packages/pypi/google-cloud-aiplatform/1.2.0/confidence-slim/1.1.1)](https://docs.renovatebot.com/merge-confidence/) |

---

### Release Notes

<details>
<summary>googleapis/python-aiplatform</summary>

### [`v1.2.0`](https://togithub.com/googleapis/python-aiplatform/blob/master/CHANGELOG.md#&#8203;120-httpswwwgithubcomgoogleapispython-aiplatformcomparev111v120-2021-07-14)

[Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.1.1...v1.2.0)

##### Features

-   Add additional_experiments field to AutoMlTablesInputs ([#&#8203;540](https://www.github.com/googleapis/python-aiplatform/issues/540)) ([96ee726](https://www.github.com/googleapis/python-aiplatform/commit/96ee7261d5c3ffac5598c618b7c7499fad34ab12))
-   add always_use_jwt_access ([#&#8203;498](https://www.github.com/googleapis/python-aiplatform/issues/498)) ([6df4866](https://www.github.com/googleapis/python-aiplatform/commit/6df48663286db10b1b88f947fc5873a18084cf37))
-   add explain get_metadata function for tf2.  ([#&#8203;507](https://www.github.com/googleapis/python-aiplatform/issues/507)) ([f6f9a97](https://www.github.com/googleapis/python-aiplatform/commit/f6f9a97bb178d9859b8d43166a43792d88e57710))
-   Add structure for XAI explain (from XAI SDK) ([#&#8203;502](https://www.github.com/googleapis/python-aiplatform/issues/502)) ([cb9ef11](https://www.github.com/googleapis/python-aiplatform/commit/cb9ef1115e58c230f3d009397a6e6a27fd376bed))
-   Add two new ModelType constants for Video Action Recognition training jobs ([96ee726](https://www.github.com/googleapis/python-aiplatform/commit/96ee7261d5c3ffac5598c618b7c7499fad34ab12))
-   Adds AcceleratorType.NVIDIA_TESLA_A100 constant ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
-   Adds additional_experiments field to AutoMlForecastingInputs ([8077b3d](https://www.github.com/googleapis/python-aiplatform/commit/8077b3d728b6e168c8aad41291dd90144ab75633))
-   Adds additional_experiments field to AutoMlTablesInputs ([#&#8203;544](https://www.github.com/googleapis/python-aiplatform/issues/544)) ([8077b3d](https://www.github.com/googleapis/python-aiplatform/commit/8077b3d728b6e168c8aad41291dd90144ab75633))
-   Adds AutoscalingMetricSpec message ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
-   Adds BigQuery output table field to batch prediction job output config ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
-   Adds fields to Study message ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
-   Adds JobState.JOB_STATE_EXPIRED constant ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
-   Adds PipelineService methods for Create, Get, List, Delete, Cancel ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
-   Adds two new ModelType constants for Video Action Recognition training jobs ([8077b3d](https://www.github.com/googleapis/python-aiplatform/commit/8077b3d728b6e168c8aad41291dd90144ab75633))
-   Removes AcceleratorType.TPU_V2 and TPU_V3 constants ([#&#8203;543](https://www.github.com/googleapis/python-aiplatform/issues/543)) ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))

##### Bug Fixes

-   Handle nested fields from BigQuery source when getting default column_names ([#&#8203;522](https://www.github.com/googleapis/python-aiplatform/issues/522)) ([3fc1d44](https://www.github.com/googleapis/python-aiplatform/commit/3fc1d44ac0acbb4f58088e7eeb16d85818af1125))
-   log pipeline completion and raise pipeline failures ([#&#8203;523](https://www.github.com/googleapis/python-aiplatform/issues/523)) ([2508fe9](https://www.github.com/googleapis/python-aiplatform/commit/2508fe9d8a75ac8b05f06a78589c657313bd1d3d))
-   making the uploader depend on tensorflow-proper ([#&#8203;499](https://www.github.com/googleapis/python-aiplatform/issues/499)) ([b95e040](https://www.github.com/googleapis/python-aiplatform/commit/b95e0406566879e8f71cefda72b41dc6fe4e578f))
-   Set prediction client when listing Endpoints ([#&#8203;512](https://www.github.com/googleapis/python-aiplatform/issues/512)) ([95639ee](https://www.github.com/googleapis/python-aiplatform/commit/95639ee1c2c9cb66624265383d4d27bed3ff7dbd))

##### [1.1.1](https://www.github.com/googleapis/python-aiplatform/compare/v1.1.0...v1.1.1) (2021-06-22)

##### Features

-   add cancel method to pipeline client ([#&#8203;488](https://www.github.com/googleapis/python-aiplatform/issues/488)) ([3b19fff](https://www.github.com/googleapis/python-aiplatform/commit/3b19fff399b85c92e661eb83a48a4c6636423518))

##### Bug Fixes

-   check if training_task_metadata is populated before logging backingCustomJob ([#&#8203;494](https://www.github.com/googleapis/python-aiplatform/issues/494)) ([2e627f8](https://www.github.com/googleapis/python-aiplatform/commit/2e627f876e1d7dd03e5d6bd2e81e6234e361a9df))

##### Documentation

-   omit mention of Python 2.7 in 'CONTRIBUTING.rst' ([#&#8203;1127](https://www.github.com/googleapis/python-aiplatform/issues/1127)) ([#&#8203;489](https://www.github.com/googleapis/python-aiplatform/issues/489)) ([cbc47f8](https://www.github.com/googleapis/python-aiplatform/commit/cbc47f862f291b00b85718498571e0c737cb26a6))

##### Miscellaneous Chores

-   release 1.1.1 ([1a38ce2](https://www.github.com/googleapis/python-aiplatform/commit/1a38ce2f9879e1c42c0c6b25b72bd4836e3a1f73))

</details>

---

### Configuration

📅 **Schedule**: At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update again.

---

 - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box.

---

This PR has been generated by [WhiteSource Renovate](https://renovate.whitesourcesoftware.com). View repository job log [here](https://app.renovatebot.com/dashboard#github/googleapis/python-aiplatform).

This reverts commit 6df4866.

* feat: add tf1 metadata builder

* Change import checks

…versions (#556)

Expand pins on library dependencies in preparation for these dependencies taking a new major version. See googleapis/google-cloud-python#10566.

* feat: add tensorboard resource management

* addressing feedbacks

* fix: correct doc string to format

* feat: get method for pipeline job

* Update google/cloud/aiplatform/pipeline_jobs.py

Co-authored-by: sasha-gitg <[email protected]>

Co-authored-by: sasha-gitg <[email protected]>

Source-Link: googleapis/synthtool@52e4e46
Post-Processor: gcr.io/repo-automation-bots/owlbot-python:latest@sha256:6186535cbdbf6b9fe61f00294929221d060634dae4a0795c1cefdbc995b2d605

* fix: miss spelling

* fix: reverted spell

* fix: reverted to original wordds

* fix: revert to prevent lint

* fix: change grammar

* fix: create pipeline job with user-specified job id

* Add comments for pipelineJob name not used for service

…rties are not available (#566)

This will be blocked until 

- [x] [this synthtool PR](https://github.com/googleapis/synthtool/pull/909/files) is merged 
and 
- [ ] [we run synth here](#6) (I rechecked the box to regen the PR on Friday 1/15 at 5:30pm pacific) 

Internal CL352076910 adds 3.6, 3.8, and 3.9 internal configs (3.7 is already set up)

PiperOrigin-RevId: 386504689

Source-Link: googleapis/googleapis@762094a

Source-Link: googleapis/googleapis-gen@6bfc480

feat: Removes breaking change from v1 version of AI Platform protos
feat: Adds a new API method FindMostStableBuild
feat: Adds BigQuery output table field to batch prediction job output config 
feat: Adds Feature Store features 
feat: Adds CustomJob.web_access_uris field
feat: Adds CustomJob.enable_web_access field
feat: Adds Endpoint.network, Endpoint.private_endpoints fields and PrivateEndpoints message 
feat: Adds Execution.State constants: CACHED and CANCELLED 
feat: Adds IndexEndpoint.private_ip_ranges field 
feat: Adds IndexEndpointService.deployed_index_id field 
feat: Adds MetadataService.DeleteArtifact and DeleteExecution methods 
feat: Adds ModelMonitoringObjectConfig.explanation_config field 
feat: Adds ModelMonitoringObjectConfig.ExplanationConfig message field
feat: Adds attribution_score_skew_thresholds field
feat: Adds attribution_score_drift_threshold field
feat: Adds fields to Study message

#579)

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>