tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container¶
Example Airflow DAG for Google Vertex AI service testing Custom Jobs operations.
Module Contents¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.PROJECT_ID[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.DAG_ID = 'vertex_ai_custom_job_operations'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.REGION = 'us-central1'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.CONTAINER_DISPLAY_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.MODEL_DISPLAY_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.CUSTOM_CONTAINER_GCS_BUCKET_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.DATA_SAMPLE_GCS_OBJECT_NAME = 'vertex-ai/california_housing_train.csv'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.CSV_FILE_LOCAL_PATH = '/custom-job/california_housing_train.csv'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.RESOURCES_PATH[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.CSV_ZIP_FILE_LOCAL_PATH[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.TABULAR_DATASET[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.CONTAINER_URI = 'gcr.io/cloud-aiplatform/training/tf-cpu.2-2:latest'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.CUSTOM_CONTAINER_URI[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.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_container.REPLICA_COUNT = 1[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.MACHINE_TYPE = 'n1-standard-4'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.ACCELERATOR_TYPE = 'ACCELERATOR_TYPE_UNSPECIFIED'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.ACCELERATOR_COUNT = 0[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.TRAINING_FRACTION_SPLIT = 0.7[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.TEST_FRACTION_SPLIT = 0.15[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_container.VALIDATION_FRACTION_SPLIT = 0.15[source]¶