`tests.system.providers.google.cloud.ml_engine.example_mlengine`¶

Example Airflow DAG for Google ML Engine service.

Module Contents¶

Functions¶

generate_model_predict_input_data()

Attributes¶

`PROJECT_ID`
`ENV_ID`
`DAG_ID`
`PREDICT_FILE_NAME`
`MODEL_NAME`
`BUCKET_NAME`
`BUCKET_PATH`
`JOB_DIR`
`SAVED_MODEL_PATH`
`PREDICTION_INPUT`
`PREDICTION_OUTPUT`
`TRAINER_URI`
`TRAINER_PY_MODULE`
`SUMMARY_TMP`
`SUMMARY_STAGING`
`BASE_DIR`
`PATH_TO_PREDICT_FILE`
`create_bucket`
`test_run`

tests.system.providers.google.cloud.ml_engine.example_mlengine.PROJECT_ID[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.ENV_ID[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.DAG_ID = 'example_gcp_mlengine'[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.PREDICT_FILE_NAME = 'predict.json'[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.MODEL_NAME[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.BUCKET_NAME[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.BUCKET_PATH[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.JOB_DIR[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.SAVED_MODEL_PATH[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.PREDICTION_INPUT[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.PREDICTION_OUTPUT[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.TRAINER_URI = 'gs://system-tests-resources/example_gcp_mlengine/trainer-0.1.tar.gz'[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.TRAINER_PY_MODULE = 'trainer.task'[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.SUMMARY_TMP[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.SUMMARY_STAGING[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.BASE_DIR[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.PATH_TO_PREDICT_FILE[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.generate_model_predict_input_data()[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.create_bucket[source]¶

tests.system.providers.google.cloud.ml_engine.example_mlengine.test_run[source]¶

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