tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package¶
Example Airflow DAG for Google Vertex AI service testing Custom Jobs operations.
Module Contents¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.ENV_ID[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.PROJECT_ID[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.DAG_ID = vertex_ai_custom_job_operations[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.REGION = us-central1[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.PACKAGE_DISPLAY_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.MODEL_DISPLAY_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.CUSTOM_PYTHON_GCS_BUCKET_NAME[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.DATA_SAMPLE_GCS_OBJECT_NAME = vertex-ai/california_housing_train.csv[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.RESOURCES_PATH[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.CSV_ZIP_FILE_LOCAL_PATH[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.CSV_FILE_LOCAL_PATH = /custom-job/california_housing_train.csv[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.TAR_FILE_LOCAL_PATH = /custom-job/custom_trainer_script-0.1.tar[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.FILES_TO_UPLOAD[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.TABULAR_DATASET[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.CONTAINER_URI = gcr.io/cloud-aiplatform/training/tf-cpu.2-2:latest[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.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_custom_job_python_package.REPLICA_COUNT = 1[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.MACHINE_TYPE = n1-standard-4[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.ACCELERATOR_TYPE = ACCELERATOR_TYPE_UNSPECIFIED[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.ACCELERATOR_COUNT = 0[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.TRAINING_FRACTION_SPLIT = 0.7[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.TEST_FRACTION_SPLIT = 0.15[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.VALIDATION_FRACTION_SPLIT = 0.15[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.PYTHON_PACKAGE_GCS_URI[source]¶
- tests.system.providers.google.cloud.vertex_ai.example_vertex_ai_custom_job_python_package.PYTHON_MODULE_NAME = aiplatform_custom_trainer_script.task[source]¶