* Add batch_size kwarg for batch prediction jobs

* Fix errors

Update the copyright year. Change the order of the argument. Fix the syntax error.

* fix: change description layout

* docs: update aiplatform SDK sphinx arrangement

* docs: remove unneeded aiplatform.rst file

* docs: remove moves files

Co-authored-by: Karl Weinmeister <11586922+kweinmeister@users.noreply.github.com>

Co-authored-by: Ivan Cheung <ivans.mailbox@gmail.com>

…rvices (#1235)

Co-authored-by: Sam Goodman <goodmansam@google.com>

* initial work on adding google auth mock

* add anonymouscredentials mock to more tests, run linter

* add auth mock to more test classes

* remove auth mock from two test classes

* feat: support autoscaling metrics when deploying models

* feat: support model deploy to endpoint with autoscaling metrics

* fix autoscaling_target_accelerator_duty_cycle check

* fix docstring: specify that autoscaling_params are optional

* bug fix: add autoscaling_target_cpu_utilization to custom_resource_spec

* add tests

* add _TEST_METRIC_NAME_CPU_UTILIZATION and _TEST_METRIC_NAME_GPU_UTILIZATION

* remove not required arguments in tests

* fix tests: wait for LRO to complete even if not sync

* fix lint: run black

Co-authored-by: Sara Robinson <sararob@users.noreply.github.com>

…ses (#1252)

* feat: add update endpoint

* add validate_traffic and validate_traffic_split

* remove validation, add system tests

* Text fixes

* Nox blacken change

Co-authored-by: Sam Goodman <goodmansam@google.com>

…1254)

* replace filepath in test with tmpdir var

* update script path var in training job tests

* run linter

Release-As: 1.13.1

Co-authored-by: Sam Goodman <goodmansam@google.com>

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