[DEPRECATED] TFX on Cloud AI Platform Pipelines Reviews

this course is way out of date , the labs cant work , the ai platform is deprecated and i cant do anything. CHANGE THE DAMN LABS TO WORK WITH VERTEX AI

JAWHER K. · Reviewed over 1 year ago

Rofiqoh A. · Reviewed over 1 year ago

Nitish K. · Reviewed over 1 year ago

not working

narayana s. · Reviewed over 1 year ago

Ashish V. · Reviewed over 1 year ago

Cedric S. · Reviewed over 1 year ago

Cedric S. · Reviewed over 1 year ago

Ashish V. · Reviewed over 1 year ago

Ashish V. · Reviewed over 1 year ago

Ashish V. · Reviewed over 1 year ago

lab is not working

moneeb a. · Reviewed over 1 year ago

Have some old references to AI Platform, this could be a reason to fail in the last "check my progress", also the pipeline step "Trainer showed a "libcudart" error

René J. · Reviewed over 1 year ago

Another lab for the deprecated AI Platform pipelines, which additionally fails during execution. If the error is known, please set the faulty labs to unavailable, so the users don't waste hours trying to complete it. Thank you! :)

Peter I. · Reviewed over 1 year ago

cannot get url for my ai platform pipeline which is needed for most of steps in the lab

Krzysztof S. · Reviewed over 1 year ago

Himansu s. · Reviewed over 1 year ago

Manju Vallabha P. · Reviewed over 1 year ago

Rahmad R. · Reviewed over 1 year ago

Issue to complete, seems like the AI platform is deprecated... and the steps are for AI platform

Qi Rong L. · Reviewed over 1 year ago

Arya S. · Reviewed over 1 year ago

Skaffold version is out of date. Needed to manually fix it. Trainer component failed to finish. Lab needs to be updated.

Prateek S. · Reviewed over 1 year ago

Arya S. · Reviewed over 1 year ago

Kishore B. · Reviewed over 1 year ago

Arya S. · Reviewed over 1 year ago

Not able to complete the lab after trying multiple time. See error below - RuntimeError: Job 'projects/qwiklabs-gcp-04-0ad550ad00bd/jobs/tfx_20240909003249' did not succeed. Detailed response {'jobId': 'tfx_20240909003249', 'trainingInput': {'region': 'us-central1', 'masterConfig': {'imageUri': 'gcr.io/qwiklabs-gcp-04-0ad550ad00bd/tfx_covertype_continuous_training@sha256:86551df27d7e82cbc2b920076050e5b75a4d7d2a0b20ea9da39095418c56c93f', 'containerCommand': ['python', '-m', 'tfx.scripts.run_executor', '--executor_class_path', 'tfx.components.trainer.executor.GenericExecutor', '--inputs', '{"examples": [{"artifact": {"id": "5", "type_id": "18", "uri": "gs://qwiklabs-gcp-04-0ad550ad00bd-kubeflowpipelines-default/tfx_covertype_continuous_training/1cd0935c-dff7-4d8a-bca9-de8db2920a52/Transform/transformed_examples/5", "properties": {"split_names": {"string_value": "[\\"train\\", \\"eval\\"]"}}, "custom_properties": {"producer_component": {"string_value": "Transform"}, "state": {"string_value": "published"}, "name": {"string_value": "transformed_examples"}}, "state": "LIVE", "create_time_since_epoch": "1725841851834", "last_update_time_since_epoch": "1725841943054"}, "artifact_type": {"id": "18", "name": "Examples", "properties": {"split_names": "STRING", "span": "INT", "version": "INT"}}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Examples"}], "schema": [{"artifact": {"id": "1", "type_id": "16", "uri": "schema", "create_time_since_epoch": "1725841773508", "last_update_time_since_epoch": "1725841773508"}, "artifact_type": {"id": "16", "name": "Schema"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Schema"}], "transform_graph": [{"artifact": {"id": "4", "type_id": "22", "uri": "gs://qwiklabs-gcp-04-0ad550ad00bd-kubeflowpipelines-default/tfx_covertype_continuous_training/1cd0935c-dff7-4d8a-bca9-de8db2920a52/Transform/transform_graph/5", "custom_properties": {"producer_component": {"string_value": "Transform"}, "name": {"string_value": "transform_graph"}, "state": {"string_value": "published"}}, "state": "LIVE", "create_time_since_epoch": "1725841851831", "last_update_time_since_epoch": "1725841943053"}, "artifact_type": {"id": "22", "name": "TransformGraph"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "TransformGraph"}]}', '--outputs', '{"model": [{"artifact": {"id": "9", "type_id": "28", "uri": "gs://qwiklabs-gcp-04-0ad550ad00bd-kubeflowpipelines-default/tfx_covertype_continuous_training/1cd0935c-dff7-4d8a-bca9-de8db2920a52/Trainer/model/8", "custom_properties": {"producer_component": {"string_value": "Trainer"}, "name": {"string_value": "model"}}}, "artifact_type": {"id": "28", "name": "Model"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Model"}], "model_run": [{"artifact": {"id": "10", "type_id": "29", "uri": "gs://qwiklabs-gcp-04-0ad550ad00bd-kubeflowpipelines-default/tfx_covertype_continuous_training/1cd0935c-dff7-4d8a-bca9-de8db2920a52/Trainer/model_run/8", "custom_properties": {"name": {"string_value": "model_run"}, "producer_component": {"string_value": "Trainer"}}}, "artifact_type": {"id": "29", "name": "ModelRun"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "ModelRun"}]}', '--exec-properties', '{"custom_config": "{\\"ai_platform_training_args\\": {\\"masterConfig\\": {\\"imageUri\\": \\"gcr.io/qwiklabs-gcp-04-0ad550ad00bd/tfx_covertype_continuous_training@sha256:86551df27d7e82cbc2b920076050e5b75a4d7d2a0b20ea9da39095418c56c93f\\"}, \\"project\\": \\"qwiklabs-gcp-04-0ad550ad00bd\\", \\"region\\": \\"us-central1\\", \\"serviceAccount\\": \\"tfx-tuner-caip-service-account@qwiklabs-gcp-04-0ad550ad00bd.iam.gserviceaccount.com\\"}}", "eval_args": "{\\"num_steps\\": 500}", "kfp_pod_name": "tfx-covertype-continuous-training-k8brw-2406777828", "module_file": "model.py", "run_fn": null, "train_args": "{\\"num_steps\\": 5000}", "trainer_fn": null}']}, 'serviceAccount': 'tfx-tuner-caip-service-account@qwiklabs-gcp-04-0ad550ad00bd.iam.gserviceaccount.com'}, 'createTime': '2024-09-09T00:33:08Z', 'startTime': '2024-09-09T00:42:41Z', 'endTime': '2024-09-09T00:43:12Z', 'state': 'FAILED', 'errorMessage': 'The replica master 0 exited with a non-zero status of 1. Termination reason: Error. To find out more about why your job exited please check the logs: https://console.cloud.google.com/logs/viewer?project=471960102083&resource=ml_job%2Fjob_id%2Ftfx_20240909003249&advancedFilter=resource.type%3D%22ml_job%22%0Aresource.labels.job_id%3D%22tfx_20240909003249%22 ', 'trainingOutput': {}, 'labels': {'tfx_executor': 'tfx-components-trainer-executor-genericexecutor', 'tfx_py_version': '3-7', 'tfx_runner': 'kfp', 'tfx_version': '0-25-0'}, 'etag': '7YURE5RtiMw=', 'jobPosition': '0'}. time="2024-09-09T00:43:14.038Z" level=info msg="sub-process exited" argo=true error="<nil>" time="2024-09-09T00:43:14.038Z" level=error msg="cannot save artifact /mlpipeline-ui-metadata.json" argo=true error="stat /mlpipeline-ui-metadata.json: no such file or directory" Error: exit status 1

Muhammad K. · Reviewed over 1 year ago

SIYA G. · Reviewed over 1 year ago