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az ml online-deployment create give me error

Open yogesh9630 opened this issue 1 year ago • 2 comments

Describe the bug

The command failed with an unexpected error. Here is the traceback: cannot access local variable 'debug' where it is not associated with a value Traceback (most recent call last): File "C:\Users\yogeshyadav01.azure\cliextensions\ml\azext_mlv2\manual\custom\online_deployment.py", line 71, in ml_online_deployment_create deployment = load_online_deployment(source=file, params_override=params_override) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_load_functions.py", line 646, in load_online_deployment return cast(OnlineDeployment, load_common(OnlineDeployment, source, relative_origin, params_override, **kwargs)) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_load_functions.py", line 105, in load_common return _load_common_raising_marshmallow_error(cls, yaml_dict, relative_origin, params_override, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_load_functions.py", line 165, in _load_common_raising_marshmallow_error res: Resource = cls._load( ^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_deployment\online_deployment.py", line 362, in _load res_manage: OnlineDeployment = load_from_dict(ManagedOnlineDeploymentSchema, data, context, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_util.py", line 192, in load_from_dict return schema(context=context).load(data, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\schema.py", line 726, in load return self._do_load( ^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\schema.py", line 865, in _do_load result = self._deserialize( ^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\schema.py", line 668, in _deserialize value = self._call_and_store( ^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\schema.py", line 496, in _call_and_store value = getter_func(data) ^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\schema.py", line 661, in getter return field_obj.deserialize( ^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\fields.py", line 367, in deserialize output = self._deserialize(value, attr, data, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml_schema\core\fields.py", line 484, in _deserialize return schema.deserialize(value, attr, data, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\fields.py", line 367, in deserialize output = self._deserialize(value, attr, data, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\fields.py", line 671, in _deserialize return self._load(value, data, partial=partial) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\fields.py", line 654, in _load valid_data = self.schema.load(value, unknown=self.unknown, partial=partial) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\schema.py", line 726, in load return self._do_load( ^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\schema.py", line 855, in _do_load processed_data = self._invoke_load_processors( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\schema.py", line 1095, in _invoke_load_processors data = self._invoke_processors( ^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\marshmallow\schema.py", line 1222, in _invoke_processors data = processor(data, many=many, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\yogeshyadav01.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml_schema\core\schema.py", line 74, in trim_dump_only if data.get(schema_key, None) is not None: ^^^^^^^^ AttributeError: 'list' object has no attribute 'get'

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\knack/cli.py", line 233, in invoke File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 664, in execute File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 731, in _run_jobs_serially File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 701, in _run_job File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 334, in call File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/command_operation.py", line 121, in handler File "C:\Users\yogeshyadav01.azure\cliextensions\ml\azext_mlv2\manual\custom\online_deployment.py", line 132, in ml_online_deployment_create log_and_raise_error(err, debug, yaml_operation=yaml_operation) ^^^^^ UnboundLocalError: cannot access local variable 'debug' where it is not associated with a value To check existing issues, please visit: https://github.com/Azure/azure-cli/issues

deployment.yml $schema: https://azuremlschemas.azureedge.net/latest/managedOnlineDeployment.schema.json name: my-deployment endpoint_name: my-endpoint-1 model:

  • name: my-model version: 1 code_configuration: scoring_script: score.py instance_type: Standard_DS11_v2 instance_count: 1

Related command

az ml online-deployment create --name my-deployment --file deployment.yml --workspace-name Test-ML-Workspace --resource-group Test-ML-RG --local when running this command getting error

Errors

.

Issue script & Debug output

..

Expected behavior

Running az ml online-deployment create getting error

Environment Summary

azure-cli 2.63.0

core 2.63.0 telemetry 1.1.0

Extensions: ml 2.29.0

Dependencies: msal 1.30.0 azure-mgmt-resource 23.1.1

Python location 'C:\Program Files\Microsoft SDKs\Azure\CLI2\python.exe' Extensions directory 'C:\Users\yogeshyadav01.azure\cliextensions'

Python (Windows) 3.11.8 (tags/v3.11.8:db85d51, Feb 6 2024, 22:03:32) [MSC v.1937 64 bit (AMD64)]

Legal docs and information: aka.ms/AzureCliLegal

Your CLI is up-to-date.

Additional context

No response

yogesh9630 avatar Aug 27 '24 13:08 yogesh9630

Thanks for the feedback! We are routing this to the appropriate team for follow-up. cc @azureml-github.

microsoft-github-policy-service[bot] avatar Aug 27 '24 13:08 microsoft-github-policy-service[bot]

route to service team

yonzhan avatar Aug 27 '24 22:08 yonzhan

Hi we are experiencing the same problem. What is the timeline on this issue?

This is our error message: Creating Azure Machine Learning deployment 'reservedelsalesforecast7deployment'.

ERROR: The command failed with an unexpected error. Here is the traceback:

ERROR: cannot access local variable 'debug' where it is not associated with a value

Traceback (most recent call last):

File "C:\Users\tommy.azure\cliextensions\ml\azext_mlv2\manual\custom\online_deployment.py", line 71, in ml_online_deployment_create

deployment = load_online_deployment(source=file, params_override=params_override)

             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\Users\tommy.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_load_functions.py", line 646, in load_online_deployment

return cast(OnlineDeployment, load_common(OnlineDeployment, source, relative_origin, params_override, **kwargs))

                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\Users\tommy.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_load_functions.py", line 99, in load_common

yaml_dict = _try_load_yaml_dict(source)

            ^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\Users\tommy.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_load_functions.py", line 135, in _try_load_yaml_dict

yaml_dict = load_yaml(source)

            ^^^^^^^^^^^^^^^^^

File "C:\Users\tommy.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml_utils\utils.py", line 339, in load_yaml

return yaml.safe_load(f)

       ^^^^^^^^^^^^^^^^^

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/init.py", line 125, in safe_load

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/init.py", line 79, in load

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/loader.py", line 34, in init

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/reader.py", line 85, in init

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/reader.py", line 124, in determine_encoding

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/reader.py", line 178, in update_raw

File "", line 322, in decode

File "encodings\utf_8_sig.py", line 69, in _buffer_decode

UnicodeDecodeError: 'utf-8' codec can't decode byte 0xff in position 0: invalid start byte

During handling of the above exception, another exception occurred:

Traceback (most recent call last):

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\knack/cli.py", line 233, in invoke

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 664, in execute

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 731, in _run_jobs_serially

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 701, in _run_job

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 334, in call

File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/command_operation.py", line 121, in handler

File "C:\Users\tommy.azure\cliextensions\ml\azext_mlv2\manual\custom\online_deployment.py", line 132, in ml_online_deployment_create

log_and_raise_error(err, debug, yaml_operation=yaml_operation)

                         ^^^^^

UnboundLocalError: cannot access local variable 'debug' where it is not associated with a value

To check existing issues, please visit: https://github.com/Azure/azure-cli/issues

Invoke-AzCliCommand : The command '

        az ml online-deployment create `

            --resource-group $ResourceGroupName `

            --workspace-name $WorkspaceName `

            --file $OnlineDeploymentYamlFile `

            --skip-script-validation `

            --all-traffic

    ' failed with exit code 1.

At C:\Users\tommy\Documents\AL\SalesForecastMachineLearning\BCTech\samples\MachineLearning\DeployMachineLearningResourcescopy.ps1:150 char:9

  •     Invoke-AzCliCommand {

  •     ~~~~~~~~~~~~~~~~~~~~~

    • CategoryInfo : NotSpecified: (:) [Write-Error], WriteErrorException

    • FullyQualifiedErrorId : Microsoft.PowerShell.Commands.WriteErrorException,Invoke-AzCliCommand

TommyKihle avatar Sep 02 '24 13:09 TommyKihle

Hello,

we are currently facing the exact same problem when trying to set up a machine learning environment. Any info on this ? Or is there a manual workaround ?

The command failed with an unexpected error. Here is the traceback: cannot access local variable 'debug' where it is not associated with a value Traceback (most recent call last): File "C:\Users\kma.azure\cliextensions\ml\azext_mlv2\manual\custom\online_deployment.py", line 71, in ml_online_deployment_create deployment = load_online_deployment(source=file, params_override=params_override) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\kma.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_load_functions.py", line 646, in load_online_deployment return cast(OnlineDeployment, load_common(OnlineDeployment, source, relative_origin, params_override, **kwargs)) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\kma.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_load_functions.py", line 99, in load_common yaml_dict = _try_load_yaml_dict(source) ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\kma.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml\entities_load_functions.py", line 135, in _try_load_yaml_dict yaml_dict = load_yaml(source) ^^^^^^^^^^^^^^^^^ File "C:\Users\kma.azure\cliextensions\ml\azext_mlv2\manual\vendored_curated_sdk\azure\ai\ml_utils\utils.py", line 339, in load_yaml return yaml.safe_load(f) ^^^^^^^^^^^^^^^^^ File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/init.py", line 125, in safe_load File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/init.py", line 79, in load File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/loader.py", line 34, in init File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/reader.py", line 85, in init File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/reader.py", line 124, in determine_encoding File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\yaml/reader.py", line 178, in update_raw File "", line 322, in decode File "encodings\utf_8_sig.py", line 69, in _buffer_decode UnicodeDecodeError: 'utf-8' codec can't decode byte 0xff in position 0: invalid start byte

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\knack/cli.py", line 233, in invoke File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 666, in execute File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 733, in _run_jobs_serially File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 703, in _run_job File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/init.py", line 336, in call File "D:\a_work\1\s\build_scripts\windows\artifacts\cli\Lib\site-packages\azure/cli/core/commands/command_operation.py", line 121, in handler File "C:\Users\kma.azure\cliextensions\ml\azext_mlv2\manual\custom\online_deployment.py", line 132, in ml_online_deployment_create log_and_raise_error(err, debug, yaml_operation=yaml_operation) ^^^^^ UnboundLocalError: cannot access local variable 'debug' where it is not associated with a value To check existing issues, please visit: https://github.com/Azure/azure-cli/issues

tsr-kmanson avatar Sep 13 '24 12:09 tsr-kmanson

Any updates on this issue? I've just run into the same one when trying to debug a failed azure ML deployment

VerdantForge avatar Nov 11 '25 15:11 VerdantForge