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resource not found while online deployment #120727

Open mharsh1903 opened 3 months ago

mharsh1903 commented 3 months ago

Code: None Message: ResourceNotFound: Unable to download user model/code artifacts, storage blob container 675843ba-7a6a-49ef-9fab-813c9c16fbf1-6pa9h6dx2vzovs857h9chaic9e\",\"Data\":{\"ErrorType\":\"StorageManifestError\",\"IsTerminal\":true},\"InnerException\":null,\"HelpURL\":null,\"StackTraceString\":\" at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.ActionGrains.ModelManifestGrain.GetDependencyForStorageManifestAsync(String serializedUserContext, DeploymentResourceId deploymentResourceId, Guid workspaceId, String dependency, CancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/ActionGrains/ModelManifestGrain.cs:line 161\n at Microsoft.MachineLearning.InferenceDeployment.Grains.Interfaces.OrleansCodeGenModelManifestGrainMethodInvoker.Invoke(IAddressable grain, InvokeMethodRequest request) in /mnt/vss/work/1/s/src/Silo/Interfaces/obj/Release/net6.0/Microsoft.MachineLearning.InferenceDeployment.Grains.Interfaces.orleans.g.cs:line 3965\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Microsoft.MachineLearning.InferenceDeployment.Orleans.IncomingGrainCallTrackingFilter.Invoke(IIncomingGrainCallContext context) in /mnt/vss/work/1/s/src/WebApi/EntryPoints/Orleans/IncomingGrainCallTrackingFilter.cs:line 62\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.FlowGrains.ExceptionConversionFilter.Invoke(IIncomingGrainCallContext context) in /mnt/vss/work/1/s/src/Silo/Grains/FlowGrains/ExceptionConversionFilter.cs:line 98\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Orleans.Runtime.InsideRuntimeClient.Invoke(IAddressable target, IInvokable invokable, Message message) in //src/Orleans.Runtime/Core/InsideRuntimeClient.cs:line 469\n at Orleans.Runtime.OutgoingCallInvoker.Invoke() in //src/Orleans.Core/Runtime/OutgoingCallInvoker.cs:line 113\n at Microsoft.MachineLearning.InferenceDeployment.Orleans.OutgoingGrainCallTrackingFilter.Invoke(IOutgoingGrainCallContext context) in /mnt/vss/work/1/s/src/WebApi/EntryPoints/Orleans/OutgoingGrainCallTrackingFilter.cs:line 61\n at Orleans.Runtime.OutgoingCallInvoker.Invoke() in //src/Orleans.Core/Runtime/OutgoingCallInvoker.cs:line 113\n at Orleans.Runtime.GrainReferenceRuntime.InvokeWithFilters(GrainReference reference, InvokeMethodRequest request, InvokeMethodOptions options) in /_/src/Orleans.Core/Runtime/GrainReferenceRuntime.cs:line 116\n at Orleans.Internal.OrleansTaskExtentions.gConvertAsync|40[T](Task`1 asyncTask) in //src/Orleans.Core/Async/TaskExtensions.cs:line 114\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.OnlineImageAndModelPrepFlow.<>cDisplayClass6_0.<b13>d.MoveNext() in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/OnlineImageAndModelPrepFlow.cs:line 628\n--- End of stack trace from previous location ---\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.SequentialFlowExecutor.RunAsync(CancellationToken token) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/SequentialFlowExecutor.cs:line 220\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.OnlineImageAndModelPrepFlow.ExecuteTurnAsync(IOperationGrain operationStateGrain, GrainCancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/OnlineImageAndModelPrepFlow.cs:line 857\",\"RemoteStackTraceString\":null,\"RemoteStackIndex\":0,\"ExceptionMethod\":null,\"HResult\":-2146233088,\"Source\":\"Microsoft.MachineLearning.InferenceDeployment.Silo.Grains\",\"WatsonBuckets\":null},\"HelpURL\":null,\"StackTraceString\":null,\"RemoteStackTraceString\":null,\"RemoteStackIndex\":0,\"ExceptionMethod\":null,\"HResult\":-2146233088,\"Source\":null,\"WatsonBuckets\":null,\"InnerExceptions\":[{\"ClassName\":\"Microsoft.MachineLearning.InferenceDeployment.Common.DeploymentPlaneException\",\"Message\":\"Dependency fetch for manifest failed for deployment 36497090-c315-4f50-8201-d1e25ecd77a7.machine_vision_platform.nebula-aml-training.yolov8-det-test-endpoint-c0b466.yolov8-detection-test-deployment: BlobContainerNotFound for containerName 675843ba-7a6a-49ef-9fab-813c9c16fbf1-6pa9h6dx2vzovs857h9chaic9e\",\"Data\":{\"ErrorType\":\"StorageManifestError\",\"IsTerminal\":true},\"InnerException\":null,\"HelpURL\":null,\"StackTraceString\":\" at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.ActionGrains.ModelManifestGrain.GetDependencyForStorageManifestAsync(String serializedUserContext, DeploymentResourceId deploymentResourceId, Guid workspaceId, String dependency, CancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/ActionGrains/ModelManifestGrain.cs:line 161\n at Microsoft.MachineLearning.InferenceDeployment.Grains.Interfaces.OrleansCodeGenModelManifestGrainMethodInvoker.Invoke(IAddressable grain, InvokeMethodRequest request) in /mnt/vss/work/1/s/src/Silo/Interfaces/obj/Release/net6.0/Microsoft.MachineLearning.InferenceDeployment.Grains.Interfaces.orleans.g.cs:line 3965\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Microsoft.MachineLearning.InferenceDeployment.Orleans.IncomingGrainCallTrackingFilter.Invoke(IIncomingGrainCallContext context) in /mnt/vss/work/1/s/src/WebApi/EntryPoints/Orleans/IncomingGrainCallTrackingFilter.cs:line 62\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.FlowGrains.ExceptionConversionFilter.Invoke(IIncomingGrainCallContext context) in /mnt/vss/work/1/s/src/Silo/Grains/FlowGrains/ExceptionConversionFilter.cs:line 98\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Orleans.Runtime.InsideRuntimeClient.Invoke(IAddressable target, IInvokable invokable, Message message) in //src/Orleans.Runtime/Core/InsideRuntimeClient.cs:line 469\n at Orleans.Runtime.OutgoingCallInvoker.Invoke() in //src/Orleans.Core/Runtime/OutgoingCallInvoker.cs:line 113\n at Microsoft.MachineLearning.InferenceDeployment.Orleans.OutgoingGrainCallTrackingFilter.Invoke(IOutgoingGrainCallContext context) in /mnt/vss/work/1/s/src/WebApi/EntryPoints/Orleans/OutgoingGrainCallTrackingFilter.cs:line 61\n at Orleans.Runtime.OutgoingCallInvoker.Invoke() in //src/Orleans.Core/Runtime/OutgoingCallInvoker.cs:line 113\n at Orleans.Runtime.GrainReferenceRuntime.InvokeWithFilters(GrainReference reference, InvokeMethodRequest request, InvokeMethodOptions options) in /_/src/Orleans.Core/Runtime/GrainReferenceRuntime.cs:line 116\n at Orleans.Internal.OrleansTaskExtentions.gConvertAsync|40[T](Task`1 asyncTask) in //src/Orleans.Core/Async/TaskExtensions.cs:line 114\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.OnlineImageAndModelPrepFlow.<>cDisplayClass6_0.<b13>d.MoveNext() in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/OnlineImageAndModelPrepFlow.cs:line 628\n--- End of stack trace from previous location ---\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.SequentialFlowExecutor.RunAsync(CancellationToken token) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/SequentialFlowExecutor.cs:line 220\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.OnlineImageAndModelPrepFlow.ExecuteTurnAsync(IOperationGrain operationStateGrain, GrainCancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/OnlineImageAndModelPrepFlow.cs:line 857\",\"RemoteStackTraceString\":null,\"RemoteStackIndex\":0,\"ExceptionMethod\":null,\"HResult\":-2146233088,\"Source\":\"Microsoft.MachineLearning.InferenceDeployment.Silo.Grains\",\"WatsonBuckets\":null}]}","Data":{"ErrorType":"Unknown","IsTerminal":true},"InnerException":null,"HelpURL":null,"StackTraceString":" at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.CreateDeploymentFlow.<>cDisplayClass13_0.<b__3>d.MoveNext() in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/CreateDeploymentFlow.cs:line 207\n--- End of stack trace from previous location ---\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.SequentialFlowExecutor.RunAsync(CancellationToken token) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/SequentialFlowExecutor.cs:line 220\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.CreateDeploymentFlow.ExecuteTurnAsync(IOperationGrain operationStateGrain, GrainCancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/CreateDeploymentFlow.cs:line 899","RemoteStackTraceString":null,"RemoteStackIndex":0,"ExceptionMethod":null,"HResult":-2146233088,"Source":"Microsoft.MachineLearning.InferenceDeployment.Silo.Grains","WatsonBuckets":null},"HelpURL":null,"StackTraceString":null,"RemoteStackTraceString":null,"RemoteStackIndex":0,"ExceptionMethod":null,"HResult":-2146233088,"Source":null,"WatsonBuckets":null,"InnerExceptions":[{"ClassName":"Microsoft.MachineLearning.InferenceDeployment.Common.DeploymentPlaneException","Message":"ImageAndModelPrepFlow for /subscriptions/36497090-c315-4f50-8201-d1e25ecd77a7/resourceGroups/machine_vision_platform/providers/Microsoft.MachineLearningServices/workspaces/nebula-aml-training/onlineEndpoints/yolov8-det-test-endpoint-c0b466/deployments/yolov8-detection-test-deployment failed. Status result: Error: {\"ClassName\":\"System.AggregateException\",\"Message\":\"One or more errors occurred.\",\"Data\":{},\"InnerException\":{\"ClassName\":\"Microsoft.MachineLearning.InferenceDeployment.Common.DeploymentPlaneException\",\"Message\":\"Dependency fetch for manifest failed for deployment 36497090-c315-4f50-8201-d1e25ecd77a7.machine_vision_platform.nebula-aml-training.yolov8-det-test-endpoint-c0b466.yolov8-detection-test-deployment: BlobContainerNotFound for containerName 675843ba-7a6a-49ef-9fab-813c9c16fbf1-6pa9h6dx2vzovs857h9chaic9e\",\"Data\":{\"ErrorType\":\"StorageManifestError\",\"IsTerminal\":true},\"InnerException\":null,\"HelpURL\":null,\"StackTraceString\":\" at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.ActionGrains.ModelManifestGrain.GetDependencyForStorageManifestAsync(String serializedUserContext, DeploymentResourceId deploymentResourceId, Guid workspaceId, String dependency, CancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/ActionGrains/ModelManifestGrain.cs:line 161\n at Microsoft.MachineLearning.InferenceDeployment.Grains.Interfaces.OrleansCodeGenModelManifestGrainMethodInvoker.Invoke(IAddressable grain, InvokeMethodRequest request) in /mnt/vss/work/1/s/src/Silo/Interfaces/obj/Release/net6.0/Microsoft.MachineLearning.InferenceDeployment.Grains.Interfaces.orleans.g.cs:line 3965\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Microsoft.MachineLearning.InferenceDeployment.Orleans.IncomingGrainCallTrackingFilter.Invoke(IIncomingGrainCallContext context) in /mnt/vss/work/1/s/src/WebApi/EntryPoints/Orleans/IncomingGrainCallTrackingFilter.cs:line 62\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.FlowGrains.ExceptionConversionFilter.Invoke(IIncomingGrainCallContext context) in /mnt/vss/work/1/s/src/Silo/Grains/FlowGrains/ExceptionConversionFilter.cs:line 98\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Orleans.Runtime.InsideRuntimeClient.Invoke(IAddressable target, IInvokable invokable, Message message) in //src/Orleans.Runtime/Core/InsideRuntimeClient.cs:line 469\n at Orleans.Runtime.OutgoingCallInvoker.Invoke() in //src/Orleans.Core/Runtime/OutgoingCallInvoker.cs:line 113\n at Microsoft.MachineLearning.InferenceDeployment.Orleans.OutgoingGrainCallTrackingFilter.Invoke(IOutgoingGrainCallContext context) in /mnt/vss/work/1/s/src/WebApi/EntryPoints/Orleans/OutgoingGrainCallTrackingFilter.cs:line 61\n at Orleans.Runtime.OutgoingCallInvoker.Invoke() in //src/Orleans.Core/Runtime/OutgoingCallInvoker.cs:line 113\n at Orleans.Runtime.GrainReferenceRuntime.InvokeWithFilters(GrainReference reference, InvokeMethodRequest request, InvokeMethodOptions options) in /_/src/Orleans.Core/Runtime/GrainReferenceRuntime.cs:line 116\n at Orleans.Internal.OrleansTaskExtentions.gConvertAsync|40[T](Task`1 asyncTask) in //src/Orleans.Core/Async/TaskExtensions.cs:line 114\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.OnlineImageAndModelPrepFlow.<>cDisplayClass6_0.<b__13>d.MoveNext() in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/OnlineImageAndModelPrepFlow.cs:line 628\n--- End of stack trace from previous location ---\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.SequentialFlowExecutor.RunAsync(CancellationToken token) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/SequentialFlowExecutor.cs:line 220\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.OnlineImageAndModelPrepFlow.ExecuteTurnAsync(IOperationGrain operationStateGrain, GrainCancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/OnlineImageAndModelPrepFlow.cs:line 857\",\"RemoteStackTraceString\":null,\"RemoteStackIndex\":0,\"ExceptionMethod\":null,\"HResult\":-2146233088,\"Source\":\"Microsoft.MachineLearning.InferenceDeployment.Silo.Grains\",\"WatsonBuckets\":null},\"HelpURL\":null,\"StackTraceString\":null,\"RemoteStackTraceString\":null,\"RemoteStackIndex\":0,\"ExceptionMethod\":null,\"HResult\":-2146233088,\"Source\":null,\"WatsonBuckets\":null,\"InnerExceptions\":[{\"ClassName\":\"Microsoft.MachineLearning.InferenceDeployment.Common.DeploymentPlaneException\",\"Message\":\"Dependency fetch for manifest failed for deployment 36497090-c315-4f50-8201-d1e25ecd77a7.machine_vision_platform.nebula-aml-training.yolov8-det-test-endpoint-c0b466.yolov8-detection-test-deployment: BlobContainerNotFound for containerName 675843ba-7a6a-49ef-9fab-813c9c16fbf1-6pa9h6dx2vzovs857h9chaic9e\",\"Data\":{\"ErrorType\":\"StorageManifestError\",\"IsTerminal\":true},\"InnerException\":null,\"HelpURL\":null,\"StackTraceString\":\" at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.ActionGrains.ModelManifestGrain.GetDependencyForStorageManifestAsync(String serializedUserContext, DeploymentResourceId deploymentResourceId, Guid workspaceId, String dependency, CancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/ActionGrains/ModelManifestGrain.cs:line 161\n at Microsoft.MachineLearning.InferenceDeployment.Grains.Interfaces.OrleansCodeGenModelManifestGrainMethodInvoker.Invoke(IAddressable grain, InvokeMethodRequest request) in /mnt/vss/work/1/s/src/Silo/Interfaces/obj/Release/net6.0/Microsoft.MachineLearning.InferenceDeployment.Grains.Interfaces.orleans.g.cs:line 3965\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Microsoft.MachineLearning.InferenceDeployment.Orleans.IncomingGrainCallTrackingFilter.Invoke(IIncomingGrainCallContext context) in /mnt/vss/work/1/s/src/WebApi/EntryPoints/Orleans/IncomingGrainCallTrackingFilter.cs:line 62\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.FlowGrains.ExceptionConversionFilter.Invoke(IIncomingGrainCallContext context) in /mnt/vss/work/1/s/src/Silo/Grains/FlowGrains/ExceptionConversionFilter.cs:line 98\n at Orleans.Runtime.GrainMethodInvoker.Invoke() in //src/Orleans.Runtime/Core/GrainMethodInvoker.cs:line 104\n at Orleans.Runtime.InsideRuntimeClient.Invoke(IAddressable target, IInvokable invokable, Message message) in //src/Orleans.Runtime/Core/InsideRuntimeClient.cs:line 469\n at Orleans.Runtime.OutgoingCallInvoker.Invoke() in //src/Orleans.Core/Runtime/OutgoingCallInvoker.cs:line 113\n at Microsoft.MachineLearning.InferenceDeployment.Orleans.OutgoingGrainCallTrackingFilter.Invoke(IOutgoingGrainCallContext context) in /mnt/vss/work/1/s/src/WebApi/EntryPoints/Orleans/OutgoingGrainCallTrackingFilter.cs:line 61\n at Orleans.Runtime.OutgoingCallInvoker.Invoke() in //src/Orleans.Core/Runtime/OutgoingCallInvoker.cs:line 113\n at Orleans.Runtime.GrainReferenceRuntime.InvokeWithFilters(GrainReference reference, InvokeMethodRequest request, InvokeMethodOptions options) in /_/src/Orleans.Core/Runtime/GrainReferenceRuntime.cs:line 116\n at Orleans.Internal.OrleansTaskExtentions.gConvertAsync|40[T](Task`1 asyncTask) in //src/Orleans.Core/Async/TaskExtensions.cs:line 114\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.OnlineImageAndModelPrepFlow.<>cDisplayClass6_0.<b__13>d.MoveNext() in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/OnlineImageAndModelPrepFlow.cs:line 628\n--- End of stack trace from previous location ---\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.SequentialFlowExecutor.RunAsync(CancellationToken token) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/SequentialFlowExecutor.cs:line 220\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.OnlineImageAndModelPrepFlow.ExecuteTurnAsync(IOperationGrain operationStateGrain, GrainCancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/OnlineImageAndModelPrepFlow.cs:line 857\",\"RemoteStackTraceString\":null,\"RemoteStackIndex\":0,\"ExceptionMethod\":null,\"HResult\":-2146233088,\"Source\":\"Microsoft.MachineLearning.InferenceDeployment.Silo.Grains\",\"WatsonBuckets\":null}]}","Data":{"ErrorType":"Unknown","IsTerminal":true},"InnerException":null,"HelpURL":null,"StackTraceString":" at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.CreateDeploymentFlow.<>cDisplayClass13_0.<b__3>d.MoveNext() in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/CreateDeploymentFlow.cs:line 207\n--- End of stack trace from previous location ---\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.SequentialFlowExecutor.RunAsync(CancellationToken token) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/SequentialFlowExecutor.cs:line 220\n at Microsoft.MachineLearning.InferenceDeployment.Silo.Grains.Flows.CreateDeploymentFlow.ExecuteTurnAsync(IOperationGrain operationStateGrain, GrainCancellationToken cancellationToken) in /mnt/vss/_work/1/s/src/Silo/Grains/Flows/CreateDeploymentFlow.cs:line 899","RemoteStackTraceString":null,"RemoteStackIndex":0,"ExceptionMethod":null,"HResult":-2146233088,"Source":"Microsoft.MachineLearning.InferenceDeployment.Silo.Grains not found. Please see troubleshooting guide, available here: https://aka.ms/oe-tsg#error-resourcenotfound

This error occur when try to do online deployment using following api ml_client.online_deployments.begin_create_or_update()

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Naveenommi-MSFT commented 3 months ago

@mharsh1903 It would be great if you could add a link to the documentation you are following for these steps? This would help us redirect the issue to the appropriate team. Thanks!

mharsh1903 commented 3 months ago

@Naveenommi-MSFT Thanks for quick reply. Iam following this doc using azure ml python sdk. https://learn.microsoft.com/en-us/azure/machine-learning/how-to-deploy-online-endpoints?view=azureml-api-2&tabs=azure-cli

ManagedOnlineDeployment( name=online_deployment_name, endpoint_name=online_endpoint_name, model=model, environment=env_name+":1", code_configuration=CodeConfiguration(code=code_path, scoring_script="inf.py"), instance_type="Standard_DS3_v2", instance_count=1, ) deployment = self.ml_client.online_deployments.begin_create_or_update(deployment).result()

ManoharLakkoju-MSFT commented 3 months ago

@mharsh1903 Thanks for your feedback! We will investigate and update as appropriate.

RamanathanChinnappan-MSFT commented 3 months ago

@mharsh1903 I've delegated this to @dem108, a content author, to review and share their valuable insights.

cuckoong commented 2 months ago

I have the same issue, any updates?