`tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package`¶

Example Airflow DAG for Google Vertex AI service testing Custom Jobs operations.

Module Contents¶

`ENV_ID`
`PROJECT_ID`
`DAG_ID`
`REGION`
`PACKAGE_DISPLAY_NAME`
`MODEL_DISPLAY_NAME`
`RESOURCE_DATA_BUCKET`
`CUSTOM_PYTHON_GCS_BUCKET_NAME`
`DATA_SAMPLE_GCS_OBJECT_NAME`
`CONTAINER_URI`
`MODEL_SERVING_CONTAINER_URI`
`REPLICA_COUNT`
`MACHINE_TYPE`
`ACCELERATOR_TYPE`
`ACCELERATOR_COUNT`
`TRAINING_FRACTION_SPLIT`
`TEST_FRACTION_SPLIT`
`VALIDATION_FRACTION_SPLIT`
`PYTHON_PACKAGE_GCS_URI`
`PYTHON_MODULE_NAME`
`create_bucket`
`test_run`

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.ENV_ID[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.PROJECT_ID[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.DAG_ID = 'vertex_ai_custom_job_operations'[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.REGION = 'us-central1'[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.PACKAGE_DISPLAY_NAME[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.MODEL_DISPLAY_NAME[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.RESOURCE_DATA_BUCKET = 'airflow-system-tests-resources'[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.CUSTOM_PYTHON_GCS_BUCKET_NAME[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.DATA_SAMPLE_GCS_OBJECT_NAME = 'vertex-ai/california_housing_train.csv'[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.TABULAR_DATASET(bucket_name)[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.CONTAINER_URI = 'gcr.io/cloud-aiplatform/training/tf-cpu.2-2:latest'[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.MODEL_SERVING_CONTAINER_URI = 'gcr.io/cloud-aiplatform/prediction/tf2-cpu.2-2:latest'[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.REPLICA_COUNT = 1[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.MACHINE_TYPE = 'n1-standard-4'[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.ACCELERATOR_TYPE = 'ACCELERATOR_TYPE_UNSPECIFIED'[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.ACCELERATOR_COUNT = 0[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.TRAINING_FRACTION_SPLIT = 0.7[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.TEST_FRACTION_SPLIT = 0.15[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.VALIDATION_FRACTION_SPLIT = 0.15[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.PYTHON_PACKAGE_GCS_URI[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.PYTHON_MODULE_NAME = 'aiplatform_custom_trainer_script.task'[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.create_bucket[source]¶

tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.test_run[source]¶