关于“[Deprecated] TFX Metadata”的评价

When I look into the google cloud platform activity section it says "failed to create cluster" HTTP 400 invalid argument, thus I cannot procede.

Justin H. · 已于 almost 4 years前审核

Prosenjit M. · 已于 almost 4 years前审核

Prosenjit M. · 已于 almost 4 years前审核

Riza A. · 已于 almost 4 years前审核

Subrahmanya V. · 已于 almost 4 years前审核

Eddy G. · 已于 almost 4 years前审核

Artem P. · 已于 almost 4 years前审核

Vidyesh T. · 已于 almost 4 years前审核

Nikolaos T. · 已于 almost 4 years前审核

Lab doesn't work - package incompatibilities

Thad C. · 已于 almost 4 years前审核

Lab doesn't work - package incompatibilities

Thad C. · 已于 almost 4 years前审核

Adrian C. · 已于 almost 4 years前审核

Adrian C. · 已于 almost 4 years前审核

lab didn't run succesfully, there are errors in the kubeflow pipeline - due to incorrect env setup maybe?

Vishwanath P. · 已于 almost 4 years前审核

Broken lab! Cluster not provisioned, and pipeline run won't complete. Very disappointed!

Matthew J. · 已于 almost 4 years前审核

Adrian C. · 已于 almost 4 years前审核

Michail G. · 已于 almost 4 years前审核

gke cluster is not provided, cant do lab

Federico Adrian C. · 已于 almost 4 years前审核

Another broken lab. I get this error while the tuner component in the run attempts to run. It stays stuck like this and then the time on the lab runs out. 2021-11-14 02:26:21.383760: W tensorflow/stream_executor/platform/default/dso_loader.cc:59] Could not load dynamic library 'libcudart.so.10.1'; dlerror: libcudart.so.10.1: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/lib 2021-11-14 02:26:21.383824: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. INFO:absl:tensorflow_ranking is not available: No module named 'tensorflow_ranking' INFO:absl:tensorflow_text is not available: No module named 'tensorflow_text' INFO:absl:Running driver for Tuner INFO:absl:MetadataStore with gRPC connection initialized INFO:absl:Adding KFP pod name tfx-covertype-lab-04-k5nb6-898807377 to execution INFO:absl:Running executor for Tuner INFO:absl:Attempting to infer TFX Python dependency for beam INFO:absl:Copying all content from install dir /tfx-src/tfx to temp dir /tmp/tmpg9x1n8pz/build/tfx INFO:absl:Generating a temp setup file at /tmp/tmpg9x1n8pz/build/tfx/setup.py INFO:absl:Creating temporary sdist package, logs available at /tmp/tmpg9x1n8pz/build/tfx/setup.log INFO:absl:Added --extra_package=/tmp/tmpg9x1n8pz/build/tfx/dist/tfx_ephemeral-0.25.0.tar.gz to beam args WARNING:absl:workerCount is overridden with 2 INFO:absl:json_inputs='{"examples": [{"artifact": {"id": "5", "type_id": "9", "uri": "gs://qwiklabs-gcp-04-5df4b1380c94-kubeflowpipelines-default/tfx_covertype_lab_04/fb0bdd48-fbb0-4001-9db8-0f57786d4c13/Transform/transformed_examples/4", "properties": {"split_names": {"string_value": "[\"train\", \"eval\"]"}}, "custom_properties": {"name": {"string_value": "transformed_examples"}, "producer_component": {"string_value": "Transform"}, "state": {"string_value": "published"}}, "state": "LIVE", "create_time_since_epoch": "1636855991766", "last_update_time_since_epoch": "1636856766619"}, "artifact_type": {"id": "9", "name": "Examples", "properties": {"span": "INT", "split_names": "STRING", "version": "INT"}}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Examples"}], "transform_graph": [{"artifact": {"id": "4", "type_id": "13", "uri": "gs://qwiklabs-gcp-04-5df4b1380c94-kubeflowpipelines-default/tfx_covertype_lab_04/fb0bdd48-fbb0-4001-9db8-0f57786d4c13/Transform/transform_graph/4", "custom_properties": {"state": {"string_value": "published"}, "name": {"string_value": "transform_graph"}, "producer_component": {"string_value": "Transform"}}, "state": "LIVE", "create_time_since_epoch": "1636855991763", "last_update_time_since_epoch": "1636856766617"}, "artifact_type": {"id": "13", "name": "TransformGraph"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "TransformGraph"}]}'. INFO:absl:json_outputs='{"best_hyperparameters": [{"artifact": {"id": "9", "type_id": "19", "uri": "gs://qwiklabs-gcp-04-5df4b1380c94-kubeflowpipelines-default/tfx_covertype_lab_04/fb0bdd48-fbb0-4001-9db8-0f57786d4c13/Tuner/best_hyperparameters/8", "custom_properties": {"producer_component": {"string_value": "Tuner"}, "name": {"string_value": "best_hyperparameters"}}}, "artifact_type": {"id": "19", "name": "HyperParameters"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "HyperParameters"}]}'. INFO:absl:json_exec_properties='{"custom_config": "{\"ai_platform_training_args\": {\"masterConfig\": {\"imageUri\": \"gcr.io/qwiklabs-gcp-04-5df4b1380c94/tfx_covertype_lab_04@sha256:a4f9192ff763c4e4cb4bdea5620f806cd86ed46cf0ccf35080fa5352c43b7a9f\"}, \"project\": \"qwiklabs-gcp-04-5df4b1380c94\", \"region\": \"us-central1\", \"serviceAccount\": \"tfx-tuner-caip-service-account@qwiklabs-gcp-04-5df4b1380c94.iam.gserviceaccount.com\"}}", "eval_args": "{\"num_steps\": 500}", "kfp_pod_name": "tfx-covertype-lab-04-k5nb6-898807377", "module_file": "model.py", "train_args": "{\"num_steps\": 5000}", "tune_args": "{\n \"num_parallel_trials\": 3\n}", "tuner_fn": null}'. WARNING:googleapiclient.discovery_cache:file_cache is unavailable when using oauth2client >= 4.0.0 or google-auth Traceback (most recent call last): File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/__init__.py", line 36, in autodetect from google.appengine.api import memcache ModuleNotFoundError: No module named 'google.appengine' During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/file_cache.py", line 33, in <module> from oauth2client.contrib.locked_file import LockedFile ModuleNotFoundError: No module named 'oauth2client.contrib.locked_file' During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/file_cache.py", line 37, in <module> from oauth2client.locked_file import LockedFile ModuleNotFoundError: No module named 'oauth2client.locked_file' During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/__init__.py", line 42, in autodetect from . import file_cache File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/file_cache.py", line 41, in <module> "file_cache is unavailable when using oauth2client >= 4.0.0 or google-auth" ImportError: file_cache is unavailable when using oauth2client >= 4.0.0 or google-auth INFO:googleapiclient.discovery:URL being requested: GET https://www.googleapis.com/discovery/v1/apis/ml/v1/rest INFO:absl:TrainingInput={'masterConfig': {'imageUri': 'gcr.io/qwiklabs-gcp-04-5df4b1380c94/tfx_covertype_lab_04@sha256:a4f9192ff763c4e4cb4bdea5620f806cd86ed46cf0ccf35080fa5352c43b7a9f', 'containerCommand': ['python', '-m', 'tfx.scripts.run_executor', '--executor_class_path', 'tfx.extensions.google_cloud_ai_platform.tuner.executor._WorkerExecutor', '--inputs', '{"examples": [{"artifact": {"id": "5", "type_id": "9", "uri": "gs://qwiklabs-gcp-04-5df4b1380c94-kubeflowpipelines-default/tfx_covertype_lab_04/fb0bdd48-fbb0-4001-9db8-0f57786d4c13/Transform/transformed_examples/4", "properties": {"split_names": {"string_value": "[\\"train\\", \\"eval\\"]"}}, "custom_properties": {"name": {"string_value": "transformed_examples"}, "producer_component": {"string_value": "Transform"}, "state": {"string_value": "published"}}, "state": "LIVE", "create_time_since_epoch": "1636855991766", "last_update_time_since_epoch": "1636856766619"}, "artifact_type": {"id": "9", "name": "Examples", "properties": {"span": "INT", "split_names": "STRING", "version": "INT"}}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Examples"}], "transform_graph": [{"artifact": {"id": "4", "type_id": "13", "uri": "gs://qwiklabs-gcp-04-5df4b1380c94-kubeflowpipelines-default/tfx_covertype_lab_04/fb0bdd48-fbb0-4001-9db8-0f57786d4c13/Transform/transform_graph/4", "custom_properties": {"state": {"string_value": "published"}, "name": {"string_value": "transform_graph"}, "producer_component": {"string_value": "Transform"}}, "state": "LIVE", "create_time_since_epoch": "1636855991763", "last_update_time_since_epoch": "1636856766617"}, "artifact_type": {"id": "13", "name": "TransformGraph"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "TransformGraph"}]}', '--outputs', '{"best_hyperparameters": [{"artifact": {"id": "9", "type_id": "19", "uri": "gs://qwiklabs-gcp-04-5df4b1380c94-kubeflowpipelines-default/tfx_covertype_lab_04/fb0bdd48-fbb0-4001-9db8-0f57786d4c13/Tuner/best_hyperparameters/8", "custom_properties": {"producer_component": {"string_value": "Tuner"}, "name": {"string_value": "best_hyperparameters"}}}, "artifact_type": {"id": "19", "name": "HyperParameters"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "HyperParameters"}]}', '--exec-properties', '{"custom_config": "{\\"ai_platform_training_args\\": {\\"masterConfig\\": {\\"imageUri\\": \\"gcr.io/qwiklabs-gcp-04-5df4b1380c94/tfx_covertype_lab_04@sha256:a4f9192ff763c4e4cb4bdea5620f806cd86ed46cf0ccf35080fa5352c43b7a9f\\"}, \\"project\\": \\"qwiklabs-gcp-04-5df4b1380c94\\", \\"region\\": \\"us-central1\\", \\"serviceAccount\\": \\"tfx-tuner-caip-service-account@qwiklabs-gcp-04-5df4b1380c94.iam.gserviceaccount.com\\"}}", "eval_args": "{\\"num_steps\\": 500}", "kfp_pod_name": "tfx-covertype-lab-04-k5nb6-898807377", "module_file": "model.py", "train_args": "{\\"num_steps\\": 5000}", "tune_args": "{\\n \\"num_parallel_trials\\": 3\\n}", "tuner_fn": null}']}, 'region': 'us-central1', 'serviceAccount': 'tfx-tuner-caip-service-account@qwiklabs-gcp-04-5df4b1380c94.iam.gserviceaccount.com', 'workerCount': 2, 'scaleTier': 'CUSTOM', 'masterType': 'standard', 'workerType': 'standard'} INFO:absl:Submitting job='tfx_tuner_20211114022630', project='qwiklabs-gcp-04-5df4b1380c94' to AI Platform. INFO:googleapiclient.discovery:URL being requested: POST https://ml.googleapis.com/v1/projects/qwiklabs-gcp-04-5df4b1380c94/jobs?alt=json INFO:googleapiclient.discovery:URL being requested: GET https://ml.googleapis.com/v1/projects/qwiklabs-gcp-04-5df4b1380c94/jobs/tfx_tuner_20211114022630?alt=json WARNING:absl:ConnectionError ([Errno 32] Broken pipe) encountered when polling job: tfx_tuner_20211114022630. Trying to recreate the API client. WARNING:googleapiclient.discovery_cache:file_cache is unavailable when using oauth2client >= 4.0.0 or google-auth Traceback (most recent call last): File "/tfx-src/tfx/extensions/google_cloud_ai_platform/runner.py", line 173, in _launch_aip_training response = request.execute() File "/usr/local/lib/python3.7/dist-packages/googleapiclient/_helpers.py", line 134, in positional_wrapper return wrapped(*args, **kwargs) File "/usr/local/lib/python3.7/dist-packages/googleapiclient/http.py", line 892, in execute headers=self.headers, File "/usr/local/lib/python3.7/dist-packages/googleapiclient/http.py", line 195, in _retry_request raise exception File "/usr/local/lib/python3.7/dist-packages/googleapiclient/http.py", line 172, in _retry_request resp, content = http.request(uri, method, *args, **kwargs) File "/usr/local/lib/python3.7/dist-packages/google_auth_httplib2.py", line 190, in request self._request, method, uri, request_headers) File "/usr/local/lib/python3.7/dist-packages/google/auth/credentials.py", line 133, in before_request self.refresh(request) File "/usr/local/lib/python3.7/dist-packages/google/auth/compute_engine/credentials.py", line 102, in refresh self._retrieve_info(request) File "/usr/local/lib/python3.7/dist-packages/google/auth/compute_engine/credentials.py", line 80, in _retrieve_info request, service_account=self._service_account_email File "/usr/local/lib/python3.7/dist-packages/google/auth/compute_engine/_metadata.py", line 234, in get_service_account_info return get(request, path, params={"recursive": "true"}) File "/usr/local/lib/python3.7/dist-packages/google/auth/compute_engine/_metadata.py", line 150, in get response = request(url=url, method="GET", headers=_METADATA_HEADERS) File "/usr/local/lib/python3.7/dist-packages/google_auth_httplib2.py", line 117, in __call__ url, method=method, body=body, headers=headers, **kwargs) File "/usr/local/lib/python3.7/dist-packages/googleapiclient/http.py", line 1813, in new_request connection_type=connection_type, File "/usr/local/lib/python3.7/dist-packages/httplib2/__init__.py", line 1991, in request cachekey, File "/usr/local/lib/python3.7/dist-packages/httplib2/__init__.py", line 1651, in _request conn, request_uri, method, body, headers File "/usr/local/lib/python3.7/dist-packages/httplib2/__init__.py", line 1558, in _conn_request conn.request(method, request_uri, body, headers) File "/usr/lib/python3.7/http/client.py", line 1262, in request self._send_request(method, url, body, headers, encode_chunked) File "/usr/lib/python3.7/http/client.py", line 1308, in _send_request self.endheaders(body, encode_chunked=encode_chunked) File "/usr/lib/python3.7/http/client.py", line 1257, in endheaders self._send_output(message_body, encode_chunked=encode_chunked) File "/usr/lib/python3.7/http/client.py", line 1028, in _send_output self.send(msg) File "/usr/lib/python3.7/http/client.py", line 989, in send self.sock.sendall(data) BrokenPipeError: [Errno 32] Broken pipe During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/__init__.py", line 36, in autodetect from google.appengine.api import memcache ModuleNotFoundError: No module named 'google.appengine' During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/file_cache.py", line 33, in <module> from oauth2client.contrib.locked_file import LockedFile ModuleNotFoundError: No module named 'oauth2client.contrib.locked_file' During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/file_cache.py", line 37, in <module> from oauth2client.locked_file import LockedFile ModuleNotFoundError: No module named 'oauth2client.locked_file' During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/__init__.py", line 42, in autodetect from . import file_cache File "/usr/local/lib/python3.7/dist-packages/googleapiclient/discovery_cache/file_cache.py", line 41, in <module> "file_cache is unavailable when using oauth2client >= 4.0.0 or google-auth" ImportError: file_cache is unavailable when using oauth2client >= 4.0.0 or google-auth INFO:googleapiclient.discovery:URL being requested: GET https://www.googleapis.com/discovery/v1/apis/ml/v1/rest INFO:googleapiclient.discovery:URL being requested: GET https://ml.googleapis.com/v1/projects/qwiklabs-gcp-04-5df4b1380c94/jobs/tfx_tuner_20211114022630?alt=json

Ed P. · 已于 almost 4 years前审核

Tịnh T. · 已于 about 4 years前审核

The pipeline run never finished after over an hour, but no error message either.

John E. · 已于 about 4 years前审核

Issue with GKE cluster creation, it was not there. and issue on pipeline run.

Aurélien B. · 已于 about 4 years前审核

Edwin C. · 已于 about 4 years前审核

Jugal O. · 已于 about 4 years前审核

Nqaba N. · 已于 about 4 years前审核