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.ENV_ID[source]
tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.PROJECT_ID[source]
tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.DAG_ID = 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.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.CSV_FILE_LOCAL_PATH = /model_service/california_housing_train.csv[source]
tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.RESOURCES_PATH[source]
tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.CSV_ZIP_FILE_LOCAL_PATH[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 = /model_service/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]
tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.MODEL_OBJ[source]
tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.create_bucket[source]
tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_model_service.test_run[source]

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