Path	Lines of Code
alloydb/notebooks/e2e_test.py	121
aml-ai/locations_test.py	16
appengine/flexible/analytics/main_test.py	21
appengine/flexible/datastore/main_test.py	7
appengine/flexible/django_cloudsql/polls/test_polls.py	6
appengine/flexible/hello_world/main_test.py	7
appengine/flexible/metadata/main_test.py	8
appengine/flexible/numpy/main_test.py	7
appengine/flexible/pubsub/main_test.py	32
appengine/flexible/scipy/main_test.py	11
appengine/flexible/static_files/main_test.py	8
appengine/flexible/storage/main_test.py	30
appengine/flexible/tasks/create_app_engine_queue_task_test.py	10
appengine/flexible/tasks/main_test.py	20
appengine/flexible/tasks/snippets_test.py	90
appengine/flexible/twilio/main_test.py	49
appengine/flexible/websockets/main_test.py	40
appengine/flexible_python37_and_earlier/analytics/main_test.py	21
appengine/flexible_python37_and_earlier/datastore/main_test.py	7
appengine/flexible_python37_and_earlier/django_cloudsql/polls/test_polls.py	6
appengine/flexible_python37_and_earlier/hello_world/main_test.py	7
appengine/flexible_python37_and_earlier/metadata/main_test.py	8
appengine/flexible_python37_and_earlier/numpy/main_test.py	7
appengine/flexible_python37_and_earlier/pubsub/main_test.py	32
appengine/flexible_python37_and_earlier/scipy/main_test.py	11
appengine/flexible_python37_and_earlier/static_files/main_test.py	8
appengine/flexible_python37_and_earlier/storage/main_test.py	30
appengine/flexible_python37_and_earlier/tasks/create_app_engine_queue_task_test.py	10
appengine/flexible_python37_and_earlier/tasks/main_test.py	20
appengine/flexible_python37_and_earlier/tasks/snippets_test.py	90
appengine/flexible_python37_and_earlier/twilio/main_test.py	49
appengine/flexible_python37_and_earlier/websockets/main_test.py	40
appengine/standard/analytics/main_test.py	21
appengine/standard/app_identity/asserting/main_test.py	13
appengine/standard/app_identity/incoming/main_test.py	7
appengine/standard/app_identity/signing/main_test.py	7
appengine/standard/appstats/main_test.py	5
appengine/standard/background/main_test.py	32
appengine/standard/blobstore/api/main_test.py	7
appengine/standard/blobstore/blobreader/main_test.py	6
appengine/standard/blobstore/gcs/main_test.py	11
appengine/standard/cloudsql/main_test.py	19
appengine/standard/endpoints-frameworks-v2/echo/main_test.py	20
appengine/standard/endpoints-frameworks-v2/quickstart/main_test.py	29
appengine/standard/endpoints/backend/main_test.py	29
appengine/standard/endpoints/multiapi/main_test.py	9
appengine/standard/hello_world/main_test.py	7
appengine/standard/iap/main_test.py	14
appengine/standard/images/api/blobstore_test.py	30
appengine/standard/images/api/main_test.py	21
appengine/standard/images/guestbook/main_test.py	35
appengine/standard/logging/writing_logs/main_test.py	7
appengine/standard/memcache/guestbook/main_test.py	6
appengine/standard/memcache/snippets/snippets_test.py	27
appengine/standard/migration/incoming/main_test.py	9
appengine/standard/migration/memorystore/main_test.py	42
appengine/standard/migration/ndb/overview/main_test.py	9
appengine/standard/migration/ndb/redis_cache/main_test.py	10
appengine/standard/migration/storage/main_test.py	14
appengine/standard/migration/taskqueue/pull-counter/main_test.py	74
appengine/standard/migration/urlfetch/async/main_test.py	16
appengine/standard/migration/urlfetch/requests/main_test.py	10
appengine/standard/modules/backend_test.py	10
appengine/standard/modules/main_test.py	24
appengine/standard/multitenancy/datastore_test.py	15
appengine/standard/multitenancy/memcache_test.py	15
appengine/standard/multitenancy/taskqueue_test.py	18
appengine/standard/ndb/async/app_async_test.py	13
appengine/standard/ndb/async/app_sync_test.py	13
appengine/standard/ndb/async/app_toplevel/app_toplevel_test.py	13
appengine/standard/ndb/async/guestbook_test.py	38
appengine/standard/ndb/async/shopping_cart_test.py	86
appengine/standard/ndb/entities/snippets_test.py	135
appengine/standard/ndb/overview/main_test.py	6
appengine/standard/ndb/projection_queries/snippets_test.py	20
appengine/standard/ndb/properties/snippets_test.py	56
appengine/standard/ndb/property_subclasses/snippets_test.py	59
appengine/standard/ndb/queries/guestbook_test.py	30
appengine/standard/ndb/queries/snippets_test.py	278
appengine/standard/ndb/transactions/main_test.py	24
appengine/standard/requests/main_test.py	22
appengine/standard/search/snippets/snippets_test.py	76
appengine/standard/storage/api-client/main_test.py	11
appengine/standard/storage/appengine-client/main_test.py	10
appengine/standard/taskqueue/counter/application_test.py	12
appengine/standard/taskqueue/pull-counter/pullcounter_test.py	18
appengine/standard/urlfetch/async/rpc_test.py	50
appengine/standard/urlfetch/requests/main_test.py	6
appengine/standard/urlfetch/snippets/main_test.py	20
appengine/standard/users/main_test.py	20
appengine/standard_python3/bigquery/main_test.py	37
appengine/standard_python3/building-an-app/building-an-app-1/main_test.py	6
appengine/standard_python3/building-an-app/building-an-app-2/main_test.py	6
appengine/standard_python3/building-an-app/building-an-app-3/main_test.py	6
appengine/standard_python3/building-an-app/building-an-app-4/main_test.py	6
appengine/standard_python3/bundled-services/blobstore/django/main_test.py	55
appengine/standard_python3/bundled-services/blobstore/flask/main_test.py	55
appengine/standard_python3/bundled-services/blobstore/wsgi/main_test.py	55
appengine/standard_python3/bundled-services/deferred/django/main_test.py	64
appengine/standard_python3/bundled-services/deferred/flask/main_test.py	64
appengine/standard_python3/bundled-services/deferred/wsgi/main_test.py	64
appengine/standard_python3/bundled-services/mail/django/main_test.py	72
appengine/standard_python3/bundled-services/mail/flask/main_test.py	67
appengine/standard_python3/bundled-services/mail/wsgi/main_test.py	75
appengine/standard_python3/cloudsql/main_test.py	43
appengine/standard_python3/django/polls/test_polls.py	30
appengine/standard_python3/hello_world/main_test.py	7
appengine/standard_python3/migration/urlfetch/main_test.py	7
appengine/standard_python3/pubsub/main_test.py	91
appengine/standard_python3/redis/main_test.py	15
appengine/standard_python3/spanner/main_test.py	8
appengine/standard_python3/warmup/main_test.py	12
asset/snippets/quickstart_analyze_org_policies_test.py	7
asset/snippets/quickstart_analyze_org_policy_governed_assets_test.py	9
asset/snippets/quickstart_analyze_org_policy_governed_containers_test.py	9
asset/snippets/quickstart_analyzeiampolicy_test.py	7
asset/snippets/quickstart_analyzeiampolicylongrunning_test.py	45
asset/snippets/quickstart_batchgetassetshistory_test.py	32
asset/snippets/quickstart_batchgeteffectiveiampolicy_test.py	14
asset/snippets/quickstart_create_saved_query_test.py	12
asset/snippets/quickstart_createfeed_test.py	25
asset/snippets/quickstart_delete_saved_query_test.py	7
asset/snippets/quickstart_deletefeed_test.py	7
asset/snippets/quickstart_exportassets_test.py	54
asset/snippets/quickstart_get_saved_query_test.py	5
asset/snippets/quickstart_getfeed_test.py	5
asset/snippets/quickstart_list_saved_queries_test.py	8
asset/snippets/quickstart_listassets_test.py	13
asset/snippets/quickstart_listfeeds_test.py	8
asset/snippets/quickstart_searchalliampolicies_test.py	9
asset/snippets/quickstart_searchallresources_test.py	31
asset/snippets/quickstart_update_saved_query_test.py	5
asset/snippets/quickstart_updatefeed_test.py	5
auth/api-client/api_key_test.py	72
auth/api-client/snippets_test.py	26
auth/cloud-client/snippets_test.py	27
auth/downscoping/snippets_test.py	27
auth/end-user/web/main_test.py	14
auth/service-to-service/auth_test.py	102
automl/snippets/batch_predict_test.py	18
automl/snippets/delete_dataset_test.py	25
automl/snippets/delete_model_test.py	12
automl/snippets/deploy_model_test.py	15
automl/snippets/export_dataset_test.py	23
automl/snippets/get_dataset_test.py	10
automl/snippets/get_model_evaluation_test.py	25
automl/snippets/get_model_test.py	10
automl/snippets/get_operation_status_test.py	22
automl/snippets/import_dataset_test.py	20
automl/snippets/language_entity_extraction_create_dataset_test.py	17
automl/snippets/language_entity_extraction_create_model_test.py	15
automl/snippets/language_entity_extraction_predict_test.py	29
automl/snippets/language_sentiment_analysis_create_dataset_test.py	17
automl/snippets/language_sentiment_analysis_create_model_test.py	15
automl/snippets/language_sentiment_analysis_predict_test.py	21
automl/snippets/language_text_classification_create_dataset_test.py	17
automl/snippets/language_text_classification_create_model_test.py	15
automl/snippets/language_text_classification_predict_test.py	22
automl/snippets/list_datasets_test.py	10
automl/snippets/list_model_evaluations_test.py	10
automl/snippets/list_models_test.py	9
automl/snippets/list_operation_status_test.py	14
automl/snippets/translate_create_dataset_test.py	17
automl/snippets/translate_create_model_test.py	15
automl/snippets/translate_predict_test.py	20
automl/snippets/undeploy_model_test.py	15
automl/snippets/vision_classification_create_dataset_test.py	19
automl/snippets/vision_classification_create_model_test.py	15
automl/snippets/vision_classification_deploy_model_node_count_test.py	15
automl/snippets/vision_classification_predict_test.py	21
automl/snippets/vision_object_detection_create_dataset_test.py	19
automl/snippets/vision_object_detection_create_model_test.py	15
automl/snippets/vision_object_detection_deploy_model_node_count_test.py	17
automl/snippets/vision_object_detection_predict_test.py	24
batch/tests/__init__.py	1
batch/tests/test_basics.py	279
batch/tests/test_bucket.py	41
batch/tests/test_template.py	88
bigquery-connection/snippets/create_mysql_connection_test.py	70
bigquery-connection/snippets/quickstart_test.py	9
bigquery-datatransfer/snippets/copy_dataset_test.py	39
bigquery-datatransfer/snippets/manage_transfer_configs_test.py	40
bigquery-datatransfer/snippets/quickstart_test.py	6
bigquery-datatransfer/snippets/run_notification_test.py	11
bigquery-datatransfer/snippets/scheduled_query_test.py	4
bigquery-migration/snippets/create_migration_workflow_test.py	38
bigquery-reservation/snippets/quickstart_test.py	9
bigquery-reservation/snippets/reservation_test.py	51
bigquery/bqml/data_scientist_tutorial_test.py	44
bigquery/bqml/ncaa_tutorial_test.py	45
bigquery/cloud-client/grant_access_to_dataset_test.py	15
bigquery/cloud-client/grant_access_to_table_or_view_test.py	28
bigquery/cloud-client/revoke_access_to_table_or_view_test.py	56
bigquery/cloud-client/revoke_dataset_access_test.py	24
bigquery/cloud-client/view_dataset_access_policy_test.py	7
bigquery/cloud-client/view_table_or_view_access_policy_test.py	21
bigquery/continuous-queries/programmatic_retries_test.py	46
bigquery/pandas-gbq-migration/samples_test.py	137
bigquery/remote-function/document/document_function_test.py	57
bigquery/remote-function/translate/main_test.py	51
bigquery/remote-function/vision/vision_function_test.py	62
billing/test_main.py	60
blog/introduction_to_data_models_in_cloud_datastore/blog_test.py	7
blog/introduction_to_data_models_in_cloud_datastore/wiki_test.py	7
cdn/snippets_test.py	129
cloud-media-livestream/keypublisher/main_test.py	157
cloud-sql/mysql/client-side-encryption/snippets/cloud_kms_env_aead_test.py	13
cloud-sql/mysql/client-side-encryption/snippets/cloud_sql_connection_pool_test.py	62
cloud-sql/mysql/client-side-encryption/snippets/encrypt_and_insert_data_test.py	54
cloud-sql/mysql/client-side-encryption/snippets/query_and_decrypt_data_test.py	50
cloud-sql/mysql/sqlalchemy/connection_test.py	44
cloud-sql/postgres/client-side-encryption/snippets/cloud_kms_env_aead_test.py	15
cloud-sql/postgres/client-side-encryption/snippets/cloud_sql_connection_pool_test.py	62
cloud-sql/postgres/client-side-encryption/snippets/encrypt_and_insert_data_test.py	54
cloud-sql/postgres/client-side-encryption/snippets/query_and_decrypt_data_test.py	51
cloud-sql/postgres/sqlalchemy/connection_test.py	44
cloud-sql/sql-server/client-side-encryption/snippets/cloud_kms_env_aead_test.py	12
cloud-sql/sql-server/client-side-encryption/snippets/cloud_sql_connection_pool_test.py	48
cloud-sql/sql-server/client-side-encryption/snippets/encrypt_and_insert_data_test.py	57
cloud-sql/sql-server/client-side-encryption/snippets/query_and_decrypt_data_test.py	49
cloud-sql/sql-server/sqlalchemy/connection_test.py	63
cloud_scheduler/snippets/job_test.py	40
cloud_scheduler/snippets/main_test.py	19
cloud_tasks/http_queues/create_http_queue_test.py	19
cloud_tasks/http_queues/delete_http_queue_test.py	43
cloud_tasks/http_queues/get_http_queue_test.py	37
cloud_tasks/http_queues/send_task_to_http_queue_test.py	49
cloud_tasks/http_queues/update_http_queue_test.py	42
cloud_tasks/snippets/create_http_task_test.py	37
cloud_tasks/snippets/create_http_task_with_token_test.py	39
cloud_tasks/snippets/create_queue_test.py	16
cloud_tasks/snippets/delete_queue_test.py	22
cloud_tasks/snippets/list_queues_test.py	23
cloudbuild/snippets/quickstart_test.py	7
composer/2022_airflow_summit/bigquery_permissions_test.py	4
composer/2022_airflow_summit/data_analytics_dag_expansion_test.py	4
composer/2022_airflow_summit/data_analytics_dag_test.py	4
composer/2022_airflow_summit/data_analytics_process_expansion_test.py	173
composer/2022_airflow_summit/data_analytics_process_test.py	114
composer/2022_airflow_summit/data_processing_helper_test.py	18
composer/2022_airflow_summit/parallel_work_test.py	4
composer/2022_airflow_summit/retries_test.py	4
composer/airflow_1_samples/airflow_db_cleanup_test.py	4
composer/airflow_1_samples/bq_copy_across_locations_test.py	20
composer/airflow_1_samples/bq_notify_test.py	17
composer/airflow_1_samples/clear_file_system_caches_dag_test.py	4
composer/airflow_1_samples/connections_test.py	4
composer/airflow_1_samples/dataflowtemplateoperator_tutorial_test.py	15
composer/airflow_1_samples/dataproc_workflow_template_instantiate_operator_tutorial_test.py	11
composer/airflow_1_samples/gke_operator_test.py	4
composer/airflow_1_samples/grouping_test.py	4
composer/airflow_1_samples/hadoop_tutorial_test.py	15
composer/airflow_1_samples/kubernetes_pod_operator_test.py	4
composer/airflow_1_samples/quickstart_test.py	15
composer/airflow_1_samples/relationship_child_test.py	4
composer/airflow_1_samples/relationship_parent_test.py	4
composer/airflow_1_samples/simple_test.py	4
composer/airflow_1_samples/trigger_response_dag_test.py	4
composer/airflow_1_samples/unit_testing_test.py	20
composer/airflow_1_samples/use_local_deps_test.py	13
composer/blog/gcp-tech-blog/data-orchestration-with-composer/dags/data_orchestration_blog_sample_dag_test.py	18
composer/blog/gcp-tech-blog/unit-test-dags-cloud-build/__init__.py	1
composer/blog/gcp-tech-blog/unit-test-dags-cloud-build/conftest.py	10
composer/blog/gcp-tech-blog/unit-test-dags-cloud-build/dags/__init__.py	1
composer/blog/gcp-tech-blog/unit-test-dags-cloud-build/dags/example_dag.py	44
composer/blog/gcp-tech-blog/unit-test-dags-cloud-build/dags/example_dag_test.py	12
composer/blog/gcp-tech-blog/unit-test-dags-cloud-build/noxfile_config.py	8
composer/blog/gcp-tech-blog/unit-test-dags-cloud-build/test-dags.cloudbuild.yaml	7
composer/blog/gcp-tech-blog/unit-test-dags-cloud-build/update-composer.cloudbuild.yaml	5
composer/cicd_sample/dags/example2_dag_test.py	4
composer/cicd_sample/dags/example_dag_test.py	4
composer/cicd_sample/utils/add_dags_to_composer_test.py	62
composer/functions/composer_storage_trigger_test.py	38
composer/functions/pubsub_publisher_test.py	65
composer/rest/composer2/composer2_airflow_rest_api_test.py	53
composer/rest/get_client_id_test.py	16
composer/rest/get_dag_prefix_test.py	9
composer/workflows/airflow_db_cleanup_test.py	4
composer/workflows/airflow_moved_tables_test.py	4
composer/workflows/azureblobstoretogcsoperator_tutorial_test.py	4
composer/workflows/bq_copy_across_locations_test.py	20
composer/workflows/bq_notify_test.py	17
composer/workflows/clear_file_system_caches_dag_composer_v1_test.py	4
composer/workflows/connections_test.py	4
composer/workflows/create_asynchronous_dataform_workflow_invocation_test.py	6
composer/workflows/create_dataform_workflow_invocation_test.py	4
composer/workflows/dataflowtemplateoperator_create_dataset_and_table_test.py	24
composer/workflows/dataflowtemplateoperator_tutorial_test.py	15
composer/workflows/dataproc_batch_operators_test.py	4
composer/workflows/dataproc_workflow_template_instantiate_operator_tutorial_test.py	11
composer/workflows/email_operator_sendgrid_test.py	4
composer/workflows/gke_operator_test.py	4
composer/workflows/grouping_test.py	4
composer/workflows/hadoop_tutorial_test.py	15
composer/workflows/kubernetes_pod_operator_c2_test.py	4
composer/workflows/kubernetes_pod_operator_test.py	4
composer/workflows/pubsub_trigger_response_dag_test.py	4
composer/workflows/quickstart_test.py	15
composer/workflows/relationship_child_test.py	4
composer/workflows/relationship_parent_test.py	4
composer/workflows/s3togcsoperator_tutorial_test.py	4
composer/workflows/simple_test.py	4
composer/workflows/taskgroup_test.py	4
composer/workflows/trigger_response_dag_test.py	4
composer/workflows/unit_testing_test.py	20
composer/workflows/use_local_deps_test.py	13
compute/api/create_instance_test.py	15
compute/auth/access_token_test.py	15
compute/auth/application_default_test.py	5
compute/client_library/snippets/tests/__init__.py	1
compute/client_library/snippets/tests/test_bulk.py	49
compute/client_library/snippets/tests/test_compute_reservation.py	191
compute/client_library/snippets/tests/test_consistency_groups.py	66
compute/client_library/snippets/tests/test_create_vm.py	227
compute/client_library/snippets/tests/test_custom_hostnames.py	27
compute/client_library/snippets/tests/test_custom_types.py	152
compute/client_library/snippets/tests/test_default_values.py	49
compute/client_library/snippets/tests/test_delete_protection.py	28
compute/client_library/snippets/tests/test_disks.py	536
compute/client_library/snippets/tests/test_firewall.py	66
compute/client_library/snippets/tests/test_images.py	118
compute/client_library/snippets/tests/test_instance_from_template.py	71
compute/client_library/snippets/tests/test_instance_group.py	26
compute/client_library/snippets/tests/test_instance_start_stop.py	137
compute/client_library/snippets/tests/test_instance_suspend_resume.py	37
compute/client_library/snippets/tests/test_ip_address.py	253
compute/client_library/snippets/tests/test_pagination.py	9
compute/client_library/snippets/tests/test_preemptible.py	32
compute/client_library/snippets/tests/test_request_id.py	68
compute/client_library/snippets/tests/test_reservations.py	58
compute/client_library/snippets/tests/test_route.py	20
compute/client_library/snippets/tests/test_snapshots.py	108
compute/client_library/snippets/tests/test_spot_vms.py	17
compute/client_library/snippets/tests/test_templates.py	70
compute/client_library/snippets/tests/test_templates_regional.py	41
compute/client_library/test_sgs.py	31
compute/encryption/generate_wrapped_rsa_key_test.py	30
compute/load_balancing/test_certificates.py	57
compute/metadata/main_test.py	31
compute/metadata/vm_identity_test.py	29
compute/oslogin/oslogin_service_account_ssh_test.py	172
compute/oslogin/service_account_ssh_test.py	198
connectgateway/get_namespace_test.py	44
contact-center-insights/snippets/test_create_analysis.py	38
contact-center-insights/snippets/test_create_conversation.py	18
contact-center-insights/snippets/test_create_conversation_with_ttl.py	18
contact-center-insights/snippets/test_create_issue_model.py	38
contact-center-insights/snippets/test_create_phrase_matcher_all_of.py	22
contact-center-insights/snippets/test_create_phrase_matcher_any_of.py	22
contact-center-insights/snippets/test_enable_pubsub_notifications.py	50
contact-center-insights/snippets/test_export_to_bigquery.py	31
contact-center-insights/snippets/test_get_operation.py	46
contact-center-insights/snippets/test_set_project_ttl.py	27
container/snippets/create_cluster_test.py	37
container/snippets/delete_cluster_test.py	54
container/snippets/quickstart_test.py	16
containeranalysis/snippets/samples_test.py	239
contentwarehouse/snippets/create_folder_link_document_sample_test.py	24
contentwarehouse/snippets/create_get_delete_document_schema_test.py	46
contentwarehouse/snippets/create_get_update_delete_document_test.py	104
contentwarehouse/snippets/create_rule_set_sample_test.py	18
contentwarehouse/snippets/fetch_acl_sample_test.py	32
contentwarehouse/snippets/list_document_schema_test.py	16
contentwarehouse/snippets/quickstart_sample_test.py	20
contentwarehouse/snippets/search_documents_sample_test.py	21
contentwarehouse/snippets/set_acl_sample_test.py	44
contentwarehouse/snippets/test_utilities.py	7
contentwarehouse/snippets/update_document_schema_sample_test.py	19
datacatalog/quickstart/quickstart_test.py	19
datacatalog/snippets/create_custom_entry_test.py	26
datacatalog/snippets/create_fileset_test.py	27
datacatalog/snippets/data_catalog_ptm_create_taxonomy_test.py	9
datacatalog/snippets/grant_tag_template_user_role_test.py	12
datacatalog/snippets/lookup_entry_test.py	31
datacatalog/snippets/search_assets_test.py	12
datacatalog/v1beta1/test_create_entry_group.py	11
datacatalog/v1beta1/test_create_fileset_entry.py	10
datacatalog/v1beta1/test_get_entry.py	7
datacatalog/v1beta1/test_lookup_entry.py	8
datacatalog/v1beta1/test_lookup_entry_sql_resource.py	8
datacatalog/v1beta1/test_search.py	6
dataflow/custom-containers/miniconda/e2e_test.py	27
dataflow/custom-containers/minimal/e2e_test.py	27
dataflow/custom-containers/ubuntu/e2e_test.py	27
dataflow/extensible-templates/e2e_test.py	93
dataflow/flex-templates/pipeline_with_dependencies/e2e_test.py	39
dataflow/flex-templates/streaming_beam/e2e_test.py	56
dataflow/gemma-flex-template/e2e_test.py	89
dataflow/gemma/e2e_test.py	82
dataflow/gpu-examples/pytorch-minimal/e2e_test.py	31
dataflow/gpu-examples/tensorflow-landsat-prime/e2e_test.py	42
dataflow/gpu-examples/tensorflow-landsat/e2e_test.py	41
dataflow/gpu-examples/tensorflow-minimal/e2e_test.py	31
dataflow/run-inference/tests/__init__.py	1
dataflow/run-inference/tests/e2e_test.py	123
dataflow/run_template/main_test.py	131
dataflow/snippets/tests/__init__.py	1
dataflow/snippets/tests/test_batch_write_storage.py	23
dataflow/snippets/tests/test_read_kafka.py	69
dataflow/snippets/tests/test_write_pubsub.py	52
datalabeling/snippets/create_annotation_spec_set_test.py	24
datalabeling/snippets/create_instruction_test.py	28
datalabeling/snippets/import_data_test.py	26
datalabeling/snippets/label_image_test.py	47
datalabeling/snippets/label_text_test.py	49
datalabeling/snippets/label_video_test.py	49
datalabeling/snippets/manage_dataset_test.py	64
dataplex/quickstart/quickstart_test.py	64
dataplex/snippets/aspect_type_test.py	58
dataplex/snippets/entry_group_test.py	58
dataplex/snippets/entry_test.py	60
dataplex/snippets/entry_type_test.py	54
dataplex/snippets/search_entries_test.py	29
dataproc/snippets/create_cluster_test.py	53
dataproc/snippets/instantiate_inline_workflow_template_test.py	21
dataproc/snippets/quickstart/quickstart_test.py	75
dataproc/snippets/submit_job_test.py	96
dataproc/snippets/update_cluster_test.py	104
datastore/cloud-client/admin_test.py	27
datastore/cloud-client/query_filter_or_test.py	24
datastore/cloud-client/query_multi_ineq_test.py	60
datastore/cloud-client/quickstart_test.py	5
datastore/cloud-client/snippets_test.py	226
datastore/cloud-client/tasks_test.py	58
datastore/cloud-ndb/django_middleware_test.py	7
datastore/cloud-ndb/flask_app_test.py	28
datastore/cloud-ndb/named_db_test.py	6
datastore/cloud-ndb/quickstart_test.py	20
dialogflow-cx/create_agent_test.py	17
dialogflow-cx/detect_intent_audio_test.py	23
dialogflow-cx/detect_intent_disabled_webhook_test.py	21
dialogflow-cx/detect_intent_event_test.py	27
dialogflow-cx/detect_intent_stream_test.py	25
dialogflow-cx/detect_intent_synthesize_tts_response_test.py	18
dialogflow-cx/detect_intent_texts_test.py	21
dialogflow-cx/detect_intent_with_intent_input_test.py	17
dialogflow-cx/detect_intent_with_sentiment_analysis_test.py	19
dialogflow-cx/list_testcase_results_test.py	9
dialogflow-cx/list_training_phrases_test.py	12
dialogflow-cx/long_running_operation_test.py	34
dialogflow-cx/page_management_test.py	76
dialogflow-cx/streaming_detect_intent_infinite_test.py	98
dialogflow-cx/streaming_detect_intent_partial_response_test.py	25
dialogflow-cx/update_intent_test.py	47
dialogflow-cx/webhook_configure_session_parameters_test.py	11
dialogflow-cx/webhook_log_session_info_test.py	30
dialogflow-cx/webhook_prebuilt_telecom_test.py	215
dialogflow-cx/webhook_test.py	11
dialogflow-cx/webhook_validate_form_parameter_test.py	11
dialogflow/analyze_content_stream_test.py	69
dialogflow/conversation_profile_management_test.py	84
dialogflow/create_document_test.py	36
dialogflow/create_knowledge_base_test.py	23
dialogflow/detect_intent_audio_test.py	17
dialogflow/detect_intent_knowledge_test.py	14
dialogflow/detect_intent_stream_test.py	14
dialogflow/detect_intent_texts_test.py	21
dialogflow/detect_intent_texts_with_location_test.py	24
dialogflow/detect_intent_with_sentiment_analysis_test.py	21
dialogflow/detect_intent_with_texttospeech_response_test.py	17
dialogflow/intent_management_test.py	28
dialogflow/participant_management_test.py	141
dialogflow/set_agent_test.py	8
dialogflow/test_utils.py	27
dialogflow/update_intent_test.py	31
dialogflow/webhook_test.py	19
discoveryengine/answer_query_sample_test.py	11
discoveryengine/data_store_sample_test.py	29
discoveryengine/documents_sample_test.py	130
discoveryengine/engine_sample_test.py	39
discoveryengine/multi_turn_search_sample_test.py	20
discoveryengine/operations_sample_test.py	43
discoveryengine/search_lite_sample_test.py	20
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discoveryengine/session_sample_test.py	55
discoveryengine/site_search_engine_sample_test.py	1
discoveryengine/standalone_apis_sample_test.py	13
discoveryengine/train_custom_model_sample_test.py	24
discoveryengine/update_serving_config_sample_test.py	11
dlp/snippets/Custom_Infotype/inspect_custom_regex_test.py	12
dlp/snippets/Custom_Infotype/inspect_hotword_rule_test.py	22
dlp/snippets/Custom_Infotype/inspect_string_custom_excluding_substring_test.py	13
dlp/snippets/Custom_Infotype/inspect_string_custom_hotword_test.py	13
dlp/snippets/Custom_Infotype/inspect_string_custom_omit_overlap_test.py	11
dlp/snippets/Custom_Infotype/inspect_string_multiple_rules_test.py	32
dlp/snippets/Custom_Infotype/inspect_string_omit_overlap_test.py	9
dlp/snippets/Custom_Infotype/inspect_string_with_exclusion_dict_substring_test.py	14
dlp/snippets/Custom_Infotype/inspect_string_with_exclusion_dict_test.py	11
dlp/snippets/Custom_Infotype/inspect_string_with_exclusion_regex_test.py	11
dlp/snippets/Custom_Infotype/inspect_string_without_overlap_test.py	11
dlp/snippets/Deidentify/deidentify_cloud_storage_test.py	49
dlp/snippets/Deidentify/deidentify_date_shift_test.py	56
dlp/snippets/Deidentify/deidentify_deterministic_test.py	27
dlp/snippets/Deidentify/deidentify_dictionary_replacement_test.py	18
dlp/snippets/Deidentify/deidentify_exception_list_test.py	13
dlp/snippets/Deidentify/deidentify_fpe_test.py	56
dlp/snippets/Deidentify/deidentify_free_text_with_fpe_using_surrogate_test.py	21
dlp/snippets/Deidentify/deidentify_masking_test.py	42
dlp/snippets/Deidentify/deidentify_redact_test.py	11
dlp/snippets/Deidentify/deidentify_reidentify_table_fpe_test.py	61
dlp/snippets/Deidentify/deidentify_replace_infotype_test.py	14
dlp/snippets/Deidentify/deidentify_replace_test.py	14
dlp/snippets/Deidentify/deidentify_simple_word_list_test.py	27
dlp/snippets/Deidentify/deidentify_table_bucketing_test.py	29
dlp/snippets/Deidentify/deidentify_table_condition_infotypes_test.py	35
dlp/snippets/Deidentify/deidentify_table_condition_masking_test.py	41
dlp/snippets/Deidentify/deidentify_table_infotypes_test.py	31
dlp/snippets/Deidentify/deidentify_table_primitive_bucketing_test.py	11
dlp/snippets/Deidentify/deidentify_table_row_suppress_test.py	20
dlp/snippets/Deidentify/deidentify_table_with_crypto_hash_test.py	31
dlp/snippets/Deidentify/deidentify_table_with_multiple_crypto_hash_test.py	35
dlp/snippets/Deidentify/deidentify_time_extract_test.py	26
dlp/snippets/Deidentify/reidentify_deterministic_test.py	25
dlp/snippets/Deidentify/reidentify_fpe_test.py	26
dlp/snippets/Deidentify/reidentify_free_text_with_fpe_using_surrogate_test.py	20
dlp/snippets/Deidentify/reidentify_text_fpe_test.py	24
dlp/snippets/Inspect/inspect_augment_infotypes_test.py	14
dlp/snippets/Inspect/inspect_bigquery_send_to_scc_test.py	31
dlp/snippets/Inspect/inspect_bigquery_test.py	71
dlp/snippets/Inspect/inspect_bigquery_with_sampling_test.py	67
dlp/snippets/Inspect/inspect_column_values_w_custom_hotwords_test.py	24
dlp/snippets/Inspect/inspect_datastore_send_to_scc_test.py	35
dlp/snippets/Inspect/inspect_datastore_test.py	70
dlp/snippets/Inspect/inspect_file_test.py	50
dlp/snippets/Inspect/inspect_gcs_send_to_scc_test.py	41
dlp/snippets/Inspect/inspect_gcs_test.py	192
dlp/snippets/Inspect/inspect_gcs_with_sampling_test.py	69
dlp/snippets/Inspect/inspect_image_all_infotypes_test.py	11
dlp/snippets/Inspect/inspect_image_file_test.py	11
dlp/snippets/Inspect/inspect_image_listed_infotypes_test.py	14
dlp/snippets/Inspect/inspect_phone_number_test.py	10
dlp/snippets/Inspect/inspect_send_data_to_hybrid_job_trigger_test.py	33
dlp/snippets/Inspect/inspect_string_test.py	15
dlp/snippets/Inspect/inspect_table_test.py	21
dlp/snippets/Jobs/create_and get_job_test.py	50
dlp/snippets/Jobs/delete_job_test.py	38
dlp/snippets/Jobs/list_jobs_test.py	57
dlp/snippets/Metadata/list_info_types_test.py	6
dlp/snippets/Redact/redact_image_all_infotypes_test.py	25
dlp/snippets/Redact/redact_image_all_text_test.py	23
dlp/snippets/Redact/redact_image_colored_infotypes_test.py	25
dlp/snippets/Redact/redact_image_listed_infotypes_test.py	26
dlp/snippets/Redact/redact_image_test.py	24
dlp/snippets/Risk/categorical_stats_test.py	162
dlp/snippets/Risk/k_anonymity_test.py	164
dlp/snippets/Risk/k_anonymity_with_entity_id_test.py	57
dlp/snippets/Risk/k_map_test.py	180
dlp/snippets/Risk/l_diversity_test.py	169
dlp/snippets/Risk/numerical_stats_test.py	141
dlp/snippets/Stored_InfoType/stored_infotype_test.py	71
dlp/snippets/Templates/templates_test.py	35
dlp/snippets/Triggers/triggers_test.py	75
dlp/snippets/quickstart_test.py	9
documentai/snippets/batch_process_documents_sample_test.py	54
documentai/snippets/create_processor_sample_test.py	23
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documentai/snippets/delete_processor_version_sample_test.py	24
documentai/snippets/deploy_processor_version_sample_test.py	24
documentai/snippets/disable_processor_sample_test.py	15
documentai/snippets/enable_processor_sample_test.py	15
documentai/snippets/evaluate_processor_version_sample_test.py	31
documentai/snippets/fetch_processor_types_sample_test.py	11
documentai/snippets/get_evaluation_sample_test.py	22
documentai/snippets/get_processor_sample_test.py	14
documentai/snippets/get_processor_version_sample_test.py	17
documentai/snippets/handle_response_sample_test.py	196
documentai/snippets/list_evaluations_sample_test.py	15
documentai/snippets/list_processor_versions_sample_test.py	14
documentai/snippets/list_processors_sample_test.py	13
documentai/snippets/operations_sample_test.py	61
documentai/snippets/process_document_sample_test.py	34
documentai/snippets/quickstart_sample_test.py	42
documentai/snippets/review_document_sample_test.py	19
documentai/snippets/set_default_processor_version_sample_test.py	22
documentai/snippets/train_processor_version_sample_test.py	36
documentai/snippets/undeploy_processor_version_sample_test.py	24
endpoints/getting-started/main_test.py	46
enterpriseknowledgegraph/entity_reconciliation/cancel_entity_reconciliation_job_sample_test.py	15
enterpriseknowledgegraph/entity_reconciliation/create_entity_reconciliation_job_sample_test.py	26
enterpriseknowledgegraph/entity_reconciliation/delete_entity_reconciliation_job_sample_test.py	15
enterpriseknowledgegraph/entity_reconciliation/get_entity_reconciliation_job_sample_test.py	15
enterpriseknowledgegraph/entity_reconciliation/list_entity_reconciliation_jobs_sample_test.py	13
enterpriseknowledgegraph/search/lookup_public_kg_sample_test.py	17
enterpriseknowledgegraph/search/lookup_sample_test.py	17
enterpriseknowledgegraph/search/search_public_kg_sample_test.py	21
enterpriseknowledgegraph/search/search_sample_test.py	21
error_reporting/fluent_on_compute/main_test.py	6
error_reporting/snippets/report_exception_test.py	27
eventarc/audit-storage/main_test.py	22
eventarc/audit_iam/main_test.py	40
eventarc/generic/main_test.py	21
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eventarc/storage_handler/main_test.py	28
firestore/cloud-async-client/distributed_counters_test.py	32
firestore/cloud-async-client/snippets_test.py	170
firestore/cloud-client/aggregate_query_count_test.py	9
firestore/cloud-client/distributed_counters_test.py	31
firestore/cloud-client/query_filter_or_test.py	67
firestore/cloud-client/snippets_test.py	693
firestore/cloud-client/vector_search_test.py	97
functions/bigtable/main_async_test.py	37
functions/bigtable/main_test.py	37
functions/billing/main_test.py	107
functions/concepts-filesystem/main_test.py	10
functions/concepts-requests/main_test.py	23
functions/concepts-stateless/main_test.py	12
functions/env_vars/main_test.py	12
functions/firebase/main_test.py	112
functions/helloworld/main_test.py	54
functions/helloworld/sample_http_test.py	11
functions/helloworld/sample_pubsub_test.py	22
functions/helloworld/sample_storage_test.py	17
functions/http/main_test.py	47
functions/imagemagick/main_test.py	60
functions/log/main_test.py	21
functions/memorystore/redis/main_test.py	15
functions/ocr/app/main_test.py	65
functions/pubsub/main_test.py	20
functions/security/main_test.py	13
functions/slack/main_test.py	72
functions/spanner/main_test.py	11
functions/tips-avoid-infinite-retries/main_test.py	25
functions/tips-connection-pooling/main_test.py	23
functions/tips-gcp-apis/main_test.py	13
functions/tips-lazy-globals/main_test.py	9
functions/tips-retry/main_test.py	17
functions/tips-scopes/main_test.py	9
functions/v2/audit_log/main_test.py	26
functions/v2/datastore/hello-datastore/main_test.py	31
functions/v2/deploy-function/test_deploy_function.py	57
functions/v2/firebase/hello-firestore/main_test.py	29
functions/v2/firebase/hello-remote-config/main_test.py	15
functions/v2/firebase/hello-rtdb/main_test.py	19
functions/v2/firebase/upper-firestore/main_test.py	35
functions/v2/http_logging/main_test.py	33
functions/v2/imagemagick/main_test.py	62
functions/v2/label_gce_instance/main_test.py	37
functions/v2/log/helloworld/main_test.py	5
functions/v2/log/stackdriver/main_test.py	21
functions/v2/ocr/main_test.py	84
functions/v2/pubsub/main_test.py	15
functions/v2/response_streaming/main_test.py	11
functions/v2/storage/main_test.py	35
functions/v2/tips-avoid-infinite-retries/main_test.py	24
functions/v2/tips-retry/main_test.py	28
functions/v2/typed/googlechatbot/main_test.py	39
functions/v2/typed/greeting/main_test.py	20
gemma2/gemma2_test.py	53
genai/batch_prediction/test_batch_prediction_examples.py	39
genai/bounding_box/test_bounding_box_examples.py	7
genai/content_cache/test_content_cache_examples.py	17
genai/controlled_generation/test_controlled_generation_examples.py	21
genai/count_tokens/test_count_tokens_examples.py	15
genai/embeddings/test_embeddings_examples.py	7
genai/express_mode/test_express_mode_examples.py	25
genai/image_generation/test_image_generation.py	65
genai/live/test_live_examples.py	8
genai/provisioned_throughput/test_provisioned_throughput_examples.py	7
genai/safety/test_safety_examples.py	7
genai/template_folder/test_templatefolder_examples.py	6
genai/text_generation/test_text_generation_examples.py	82
genai/tools/test_tools_examples.py	29
genai/video_generation/test_video_generation_examples.py	24
generative_ai/chat_completions/chat_completions_test.py	43
generative_ai/embeddings/test_embeddings_examples.py	88
generative_ai/evaluation/test_evaluation.py	8
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generative_ai/function_calling/test_function_calling.py	6
generative_ai/image_generation/edit_image_inpainting_insert_mask_mode_test.py	20
generative_ai/image_generation/edit_image_inpainting_insert_mask_test.py	18
generative_ai/image_generation/edit_image_inpainting_remove_mask_mode_test.py	20
generative_ai/image_generation/edit_image_inpainting_remove_mask_test.py	18
generative_ai/image_generation/edit_image_mask_free_test.py	16
generative_ai/image_generation/edit_image_mask_test.py	18
generative_ai/image_generation/edit_image_outpainting_mask_test.py	18
generative_ai/image_generation/edit_image_product_image_test.py	16
generative_ai/image_generation/generate_image_test.py	14
generative_ai/image_generation/get_short_form_image_captions_test.py	12
generative_ai/image_generation/get_short_form_image_responses_test.py	14
generative_ai/labels/test_labels_examples.py	4
generative_ai/model_garden/test_model_garden_examples.py	20
generative_ai/model_tuning/create_evaluation_task_example_test.py	4
generative_ai/model_tuning/distillation_example_test.py	72
generative_ai/model_tuning/evaluate_model_example_test.py	13
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generative_ai/model_tuning/supervised_tuning_examples_test.py	21
generative_ai/prompts/test_prompt_optimizer.py	38
generative_ai/prompts/test_prompt_template.py	24
generative_ai/prompts/test_resources/sample_prompts.jsonl	5
generative_ai/provisioned_throughput/test_provisioned_throughput_examples.py	4
generative_ai/rag/test_rag_examples.py	153
generative_ai/reasoning_engine/test_reasoning_engine_examples.py	47
healthcare/api-client/v1/consent/attribute_definitions_test.py	168
healthcare/api-client/v1/consent/consent_stores_test.py	137
healthcare/api-client/v1/datasets/datasets_test.py	124
healthcare/api-client/v1/dicom/dicom_stores_test.py	158
healthcare/api-client/v1/dicom/dicomweb_test.py	141
healthcare/api-client/v1/fhir/fhir_resources_test.py	290
healthcare/api-client/v1/fhir/fhir_stores_test.py	197
healthcare/api-client/v1/hl7v2/hl7v2_messages_test.py	158
healthcare/api-client/v1/hl7v2/hl7v2_stores_test.py	130
healthcare/api-client/v1beta1/fhir/fhir_resources_test.py	241
healthcare/api-client/v1beta1/fhir/fhir_stores_test.py	54
iam/api-client/grantable_roles_test.py	9
iam/api-client/workload_identity_federation_test.py	9
iam/cloud-client/snippets/quickstart_test.py	52
iam/cloud-client/snippets/test_deny_policies.py	26
iam/cloud-client/snippets/test_project_policies.py	150
iam/cloud-client/snippets/test_roles.py	61
iam/cloud-client/snippets/test_service_account.py	101
iam/cloud-client/snippets/test_service_account_key.py	75
iam/cloud-client/snippets/test_test_permissions.py	6
iap/iap_test.py	25
jobs/v3/api_client/auto_complete_sample_test.py	24
jobs/v3/api_client/base_company_sample_test.py	14
jobs/v3/api_client/base_job_sample_test.py	14
jobs/v3/api_client/batch_operation_sample_test.py	12
jobs/v3/api_client/commute_search_sample_test.py	24
jobs/v3/api_client/custom_attribute_sample_test.py	22
jobs/v3/api_client/email_alert_search_sample_test.py	18
jobs/v3/api_client/featured_job_search_sample_test.py	18
jobs/v3/api_client/general_search_sample_test.py	26
jobs/v3/api_client/histogram_sample_test.py	18
jobs/v3/api_client/location_search_sample_test.py	32
jobs/v3/api_client/quickstart_test.py	8
kms/attestations/verify_attestation_chains_test.py	112
kms/attestations/verify_attestation_test.py	26
kms/snippets/snippets_test.py	728
kubernetes_engine/api-client/snippets_test.py	5
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language/snippets/cloud-client/v1/set_endpoint_test.py	6
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language/v1/test/analyzing_entity_sentiment.test.yaml	53
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language/v1/test/classifying_content.test.yaml	41
language/v1/test/samples.manifest.yaml	38
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language/v2/language_sentiment_gcs_test.py	12
language/v2/language_sentiment_text_test.py	12
logging/cloud-client/get_sink_test.py	7
logging/cloud-client/list_logs_test.py	6
logging/import-logs/main_test.py	414
managedkafka/snippets/clusters/clusters_test.py	118
managedkafka/snippets/consumergroups/consumer_groups_test.py	100
managedkafka/snippets/topics/topics_test.py	124
media-translation/snippets/translate_from_file_test.py	10
media_cdn/dualtoken_test.py	167
media_cdn/snippets_test.py	115
memorystore/memcache/quickstart_test.py	22
memorystore/redis/cloud_run_deployment/e2e_test.py	146
model_armor/snippets/snippets_test.py	830
model_garden/anthropic/test_model_garden_batch_prediction_examples.py	33
model_garden/gemma/test_model_garden_examples.py	27
monitoring/api/v3/api-client/list_resources_test.py	31
monitoring/opencensus/main_test.py	14
monitoring/prometheus/main_test.py	14
monitoring/snippets/v3/alerts-client/snippets_test.py	155
monitoring/snippets/v3/cloud-client/quickstart_test.py	9
monitoring/snippets/v3/cloud-client/snippets_test.py	70
monitoring/snippets/v3/uptime-check-client/snippets_test.py	52
optimization/snippets/async_api_test.py	21
optimization/snippets/get_operation_test.py	17
optimization/snippets/sync_api_test.py	10
optimization/snippets/sync_api_with_long_timeout_test.py	11
parametermanager/snippets/regional_samples/snippets_test.py	575
parametermanager/snippets/snippets_test.py	517
people-and-planet-ai/geospatial-classification/e2e_test.py	272
people-and-planet-ai/image-classification/e2e_test.py	172
people-and-planet-ai/land-cover-classification/e2e_test.py	146
people-and-planet-ai/timeseries-classification/e2e_test.py	221
people-and-planet-ai/timeseries-classification/local_test.py	78
people-and-planet-ai/weather-forecasting/tests/dataset_tests/noxfile_config.py	7
people-and-planet-ai/weather-forecasting/tests/dataset_tests/test_dataset.py	38
people-and-planet-ai/weather-forecasting/tests/overview_tests/noxfile_config.py	7
people-and-planet-ai/weather-forecasting/tests/overview_tests/test_overview.py	17
people-and-planet-ai/weather-forecasting/tests/predictions_tests/noxfile_config.py	7
people-and-planet-ai/weather-forecasting/tests/predictions_tests/test_predictions.py	42
people-and-planet-ai/weather-forecasting/tests/training_tests/noxfile_config.py	7
people-and-planet-ai/weather-forecasting/tests/training_tests/test_training.py	56
practice-folder/beginner-sample/hello_test.py	14
practice-folder/intermediate-sample/main_test.py	27
privateca/snippets/test_ca_pools.py	41
privateca/snippets/test_certificate_authorities.py	85
privateca/snippets/test_certificates.py	64
privateca/snippets/test_crud_certificate_templates.py	36
privateca/snippets/test_subordinate_ca.py	84
profiler/appengine/flexible/main_test.py	7
profiler/appengine/standard_python37/main_test.py	7
pubsub/streaming-analytics/PubSubToGCS_test.py	44
pubsublite/spark-connector/spark_streaming_test.py	212
recaptcha_enterprise/snippets/test_create_assessment.py	129
recaptcha_enterprise/snippets/test_site_key.py	45
retail/interactive-tutorials/events/import_user_events_bigquery_test.py	48
retail/interactive-tutorials/events/import_user_events_gcs_test.py	34
retail/interactive-tutorials/events/import_user_events_inline_test.py	23
retail/interactive-tutorials/events/purge_user_event_test.py	24
retail/interactive-tutorials/events/rejoin_user_event_test.py	23
retail/interactive-tutorials/events/write_user_event_test.py	12
retail/interactive-tutorials/product/add_fulfillment_places_test.py	19
retail/interactive-tutorials/product/create_product_test.py	14
retail/interactive-tutorials/product/crud_product_test.py	19
retail/interactive-tutorials/product/delete_product_test.py	16
retail/interactive-tutorials/product/get_product_test.py	14
retail/interactive-tutorials/product/import_products_bq_test.py	35
retail/interactive-tutorials/product/import_products_gcs_test.py	26
retail/interactive-tutorials/product/import_products_inline_test.py	16
retail/interactive-tutorials/product/remove_fulfillment_places_test.py	16
retail/interactive-tutorials/product/set_inventory_test.py	25
retail/interactive-tutorials/product/update_product_test.py	12
retail/interactive-tutorials/search/search_simple_query_test.py	13
retail/interactive-tutorials/search/search_with_boost_spec_test.py	17
retail/interactive-tutorials/search/search_with_facet_spec_test.py	19
retail/interactive-tutorials/search/search_with_filtering_test.py	17
retail/interactive-tutorials/search/search_with_ordering_test.py	14
retail/interactive-tutorials/search/search_with_pagination_test.py	15
retail/interactive-tutorials/search/search_with_query_expansion_spec_test.py	17
retail/interactive-tutorials/test_resources_recovery/create_test_resources.py	139
retail/interactive-tutorials/test_resources_recovery/remove_test_resources.py	60
run/django/e2e_test.py	148
run/django/polls/test_polls.py	7
run/hello-broken/e2e_test.py	135
run/hello-broken/main_test.py	26
run/helloworld/e2e_test.py	84
run/helloworld/main_test.py	16
run/idp-sql/e2e_test.py	165
run/image-processing/e2e_test.py	136
run/image-processing/image_test.py	60
run/image-processing/main_test.py	34
run/jobs/e2e_test.py	72
run/jobs/main_test.py	41
run/logging-manual/e2e_test.py	151
run/logging-manual/main_test.py	23
run/markdown-preview/e2e_test.py	216
run/markdown-preview/editor/main_test.py	30
run/markdown-preview/renderer/main_test.py	16
run/pubsub/e2e_test.py	199
run/pubsub/main_test.py	29
run/service-auth/receive_test.py	128
run/system-package/e2e_test.py	125
run/system-package/main_test.py	18
secretmanager/snippets/regional_samples/snippets_test.py	508
secretmanager/snippets/snippets_test.py	451
securitycenter/snippets/snippets_bigquery_export_test.py	73
securitycenter/snippets/snippets_findings_test.py	69
securitycenter/snippets/snippets_list_assets_test.py	27
securitycenter/snippets/snippets_mute_config_test.py	112
securitycenter/snippets/snippets_notification_test.py	120
securitycenter/snippets/snippets_orgs_test.py	14
securitycenter/snippets/snippets_security_marks_test.py	95
securitycenter/snippets_management_api/event_threat_detection_custom_modules_test.py	198
securitycenter/snippets_management_api/security_center_service_test.py	43
securitycenter/snippets_management_api/security_health_analytics_custom_modules_test.py	213
securitycenter/snippets_v2/mute_findings_v2_test.py	49
securitycenter/snippets_v2/snippets_bigquery_export_v2_test.py	74
securitycenter/snippets_v2/snippets_create_client_v2_test.py	6
securitycenter/snippets_v2/snippets_findings_v2_test.py	128
securitycenter/snippets_v2/snippets_mute_config_v2_test.py	80
securitycenter/snippets_v2/snippets_notification_v2_test.py	70
securitycenter/snippets_v2/snippets_security_marks_v2_test.py	96
service_extensions/callouts/add_header/test_server.py	68
servicedirectory/quickstart_test.py	36
servicedirectory/snippets_test.py	78
speech/microphone/transcribe_streaming_infinite_test.py	55
speech/microphone/transcribe_streaming_infinite_v2_test.py	56
speech/microphone/transcribe_streaming_mic_test.py	57
speech/snippets/adaptation_v2_custom_class_reference_test.py	39
speech/snippets/adaptation_v2_inline_custom_class_test.py	15
speech/snippets/adaptation_v2_inline_phrase_set_test.py	15
speech/snippets/adaptation_v2_phrase_set_reference_test.py	28
speech/snippets/beta_snippets_test.py	66
speech/snippets/change_speech_v2_location_test.py	15
speech/snippets/create_recognizer_test.py	26
speech/snippets/enable_cmek_test.py	7
speech/snippets/multi_region_test.py	9
speech/snippets/profanity_filter_test.py	12
speech/snippets/quickstart_test.py	9
speech/snippets/quickstart_v2_test.py	13
speech/snippets/speech_model_adaptation_beta_test.py	33
speech/snippets/speech_quickstart_beta_test.py	8
speech/snippets/speech_to_storage_beta_test.py	33
speech/snippets/transcribe_async_file_test.py	12
speech/snippets/transcribe_async_gcs_test.py	23
speech/snippets/transcribe_auto_punctuation_test.py	13
speech/snippets/transcribe_auto_punctuation_v2_test.py	15
speech/snippets/transcribe_batch_dynamic_batching_v2_test.py	19
speech/snippets/transcribe_batch_gcs_input_gcs_output_v2_test.py	27
speech/snippets/transcribe_batch_gcs_input_inline_output_v2_test.py	17
speech/snippets/transcribe_batch_multiple_files_v2_test.py	38
speech/snippets/transcribe_chirp_auto_detect_language_test.py	19
speech/snippets/transcribe_chirp_test.py	13
speech/snippets/transcribe_context_classes_test.py	11
speech/snippets/transcribe_enhanced_model_test.py	15
speech/snippets/transcribe_feature_in_recognizer_test.py	43
speech/snippets/transcribe_file_v2_test.py	10
speech/snippets/transcribe_gcs_v2_test.py	12
speech/snippets/transcribe_model_selection_test.py	18
speech/snippets/transcribe_model_selection_v2_test.py	13
speech/snippets/transcribe_multichannel_test.py	22
speech/snippets/transcribe_multichannel_v2_test.py	24
speech/snippets/transcribe_multilanguage_gcs_beta_test.py	12
speech/snippets/transcribe_multiple_languages_v2_test.py	16
speech/snippets/transcribe_override_recognizer_test.py	30
speech/snippets/transcribe_profanity_filter_v2_test.py	15
speech/snippets/transcribe_reuse_recognizer_test.py	48
speech/snippets/transcribe_streaming_test.py	11
speech/snippets/transcribe_streaming_v2_test.py	20
speech/snippets/transcribe_streaming_voice_activity_events_test.py	27
speech/snippets/transcribe_streaming_voice_activity_timeouts_test.py	41
speech/snippets/transcribe_test.py	16
speech/snippets/transcribe_word_level_confidence_v2_test.py	16
speech/snippets/transcribe_word_time_offsets_test.py	28
speech/snippets/transcribe_word_time_offsets_v2_test.py	16
storage/s3-sdk/s3_sdk_test.py	58
storage/signed_urls/generate_signed_urls_test.py	22
storagecontrol/quickstart_test.py	11
storagecontrol/snippets_test.py	61
storagetransfer/aws_request_test.py	57
storagetransfer/aws_s3_compatible_source_request_test.py	43
storagetransfer/azure_request_test.py	32
storagetransfer/check_latest_transfer_operation_test.py	60
storagetransfer/create_client_test.py	18
storagetransfer/event_driven_aws_transfer_test.py	34
storagetransfer/event_driven_gcs_transfer_test.py	30
storagetransfer/get_transfer_job_with_retries_test.py	58
storagetransfer/manifest_request_test.py	24
storagetransfer/nearline_request_test.py	42
storagetransfer/posix_download_test.py	31
storagetransfer/posix_request_test.py	30
storagetransfer/posix_to_posix_request_test.py	32
storagetransfer/transfer_check_test.py	53
talent/job_search_autocomplete_job_title_test.py	7
talent/job_search_commute_search_test.py	13
talent/job_search_create_company_test.py	22
talent/job_search_create_job_custom_attributes_test.py	21
talent/job_search_create_job_test.py	21
talent/job_search_create_tenant_test.py	22
talent/job_search_custom_ranking_search_test.py	7
talent/job_search_delete_company_test.py	8
talent/job_search_delete_job_test.py	7
talent/job_search_delete_tenant_test.py	7
talent/job_search_get_company_test.py	7
talent/job_search_get_job_test.py	7
talent/job_search_get_tenant_test.py	7
talent/job_search_histogram_search_test.py	8
talent/job_search_list_companies_test.py	7
talent/job_search_list_jobs_test.py	8
talent/job_search_list_tenants_test.py	19
texttospeech/snippets/audio_profile_test.py	13
texttospeech/snippets/list_voices_test.py	7
texttospeech/snippets/long_audio_quickstart_test.py	21
texttospeech/snippets/ssml_addresses_test.py	16
texttospeech/snippets/streaming_tts_quickstart_test.py	5
texttospeech/snippets/synthesize_speech_multiple_speakers_test.py	8
texttospeech/snippets/synthesize_text_test.py	14
tpu/test_queued_resources.py	84
tpu/test_tpu.py	111
trace/cloud-trace-demo-app-opentelemetry/app/app_test.py	13
trace/trace-python-sample-opentelemetry/main_test.py	18
video/live-stream/asset_test.py	37
video/live-stream/channel_event_test.py	45
video/live-stream/channel_test.py	104
video/live-stream/input_test.py	40
video/live-stream/pool_test.py	13
video/stitcher/cdn_key_test.py	113
video/stitcher/live_config_test.py	50
video/stitcher/live_session_test.py	88
video/stitcher/slate_test.py	42
video/stitcher/vod_config_test.py	44
video/stitcher/vod_session_test.py	72
video/transcoder/job_template_test.py	34
video/transcoder/job_test.py	382
vision/snippets/crop_hints/crop_hints_test.py	10
vision/snippets/detect/beta_snippets_test.py	51
vision/snippets/detect/detect_test.py	179
vision/snippets/detect/set_endpoint_test.py	6
vision/snippets/detect/vision_async_batch_annotate_images_test.py	33
vision/snippets/detect/vision_batch_annotate_files_gcs_test.py	9
vision/snippets/detect/vision_batch_annotate_files_test.py	9
vision/snippets/document_text/doctext_test.py	5
vision/snippets/face_detection/faces_test.py	16
vision/snippets/product_search/create_product_set_test.py	21
vision/snippets/product_search/create_product_test.py	20
vision/snippets/product_search/import_product_sets_test.py	47
vision/snippets/product_search/product_in_product_set_management_test.py	53
vision/snippets/product_search/product_management_test.py	45
vision/snippets/product_search/product_search_test.py	54
vision/snippets/product_search/product_set_management_test.py	23
vision/snippets/product_search/reference_image_management_test.py	41
vision/snippets/quickstart/quickstart_test.py	5
vision/snippets/web/web_detect_test.py	15
vmwareengine/cloud-client/test_cancel_private_cloud_deletion.py	17
vmwareengine/cloud-client/test_cluster.py	71
vmwareengine/cloud-client/test_credentials.py	19
vmwareengine/cloud-client/test_legacy_networks.py	41
vmwareengine/cloud-client/test_list_locations.py	6
vmwareengine/cloud-client/test_policy.py	45
vmwareengine/cloud-client/test_private_cloud.py	27
webrisk/snippets/test_basic_samples.py	36
workflows/cloud-client/execute_with_arguments_test.py	13
workflows/cloud-client/execute_without_arguments_test.py	12
workflows/cloud-client/main_test.py	8