tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job¶
Example Airflow DAG for Google Vertex AI service testing Batch Prediction operations.
Module Contents¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.ENV_ID[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.PROJECT_ID[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.DAG_ID = 'vertex_ai_batch_prediction_operations'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.REGION = 'us-central1'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.FORECAST_DISPLAY_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.MODEL_DISPLAY_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.JOB_DISPLAY_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.RESOURCE_DATA_BUCKET = 'airflow-system-tests-resources'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.DATA_SAMPLE_GCS_BUCKET_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.DATA_SAMPLE_GCS_OBJECT_NAME = 'vertex-ai/datasets/forecast-dataset.csv'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.FORECAST_DATASET[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.TEST_TIME_COLUMN = 'date'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.TEST_TIME_SERIES_IDENTIFIER_COLUMN = 'store_name'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.TEST_TARGET_COLUMN = 'sale_dollars'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.COLUMN_SPECS[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.BIGQUERY_SOURCE = 'bq://airflow-system-tests-resources.vertex_ai_training_dataset.data'[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.GCS_DESTINATION_PREFIX[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_batch_prediction_job.MODEL_PARAMETERS: dict[str, str][source]¶