tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service¶
Example Airflow DAG for Google Vertex AI service testing Model Service operations.
Module Contents¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.DAG_ID = 'example_vertex_ai_model_service_operations'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.REGION = 'us-central1'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.TRAIN_DISPLAY_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.MODEL_DISPLAY_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.RESOURCE_DATA_BUCKET = 'airflow-system-tests-resources'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.DATA_SAMPLE_GCS_BUCKET_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.STAGING_BUCKET[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.DATA_SAMPLE_GCS_OBJECT_NAME = 'vertex-ai/california_housing_train.csv'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.TABULAR_DATASET[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.CONTAINER_URI = 'gcr.io/cloud-aiplatform/training/tf-cpu.2-2:latest'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.LOCAL_TRAINING_SCRIPT_PATH = 'california_housing_training_script.py'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.MODEL_OUTPUT_CONFIG[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.MODEL_SERVING_CONTAINER_URI = 'gcr.io/cloud-aiplatform/prediction/tf2-cpu.2-2:latest'[source]¶