`tests.system.providers.google.cloud.automl.example_automl_model`¶

Example Airflow DAG for Google AutoML service testing model operations.

Module Contents¶

Functions¶

get_target_column_spec(columns_specs, column_name)

Using column name returns spec of the column.

Attributes¶

`ENV_ID`
`DAG_ID`
`GCP_PROJECT_ID`
`GCP_AUTOML_LOCATION`
`DATA_SAMPLE_GCS_BUCKET_NAME`
`RESOURCE_DATA_BUCKET`
`DATASET_NAME`
`DATASET`
`AUTOML_DATASET_BUCKET`
`IMPORT_INPUT_CONFIG`
`IMPORT_OUTPUT_CONFIG`
`MODEL_NAME`
`MODEL`
`PREDICT_VALUES`
`extract_object_id`
`create_bucket`
`test_run`

tests.system.providers.google.cloud.automl.example_automl_model.ENV_ID[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.DAG_ID = 'example_automl_model'[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.GCP_PROJECT_ID[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.GCP_AUTOML_LOCATION = 'us-central1'[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.DATA_SAMPLE_GCS_BUCKET_NAME[source]¶

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

tests.system.providers.google.cloud.automl.example_automl_model.DATASET_NAME[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.DATASET[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.AUTOML_DATASET_BUCKET[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.IMPORT_INPUT_CONFIG[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.IMPORT_OUTPUT_CONFIG[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.MODEL_NAME[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.MODEL[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.PREDICT_VALUES[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.extract_object_id[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.get_target_column_spec(columns_specs, column_name)[source]¶

Using column name returns spec of the column.

tests.system.providers.google.cloud.automl.example_automl_model.create_bucket[source]¶

tests.system.providers.google.cloud.automl.example_automl_model.test_run[source]¶

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