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az ml endpoint realtime

Note

This reference is part of the azure-cli-ml extension for the Azure CLI (version 2.0.28 or higher). The extension will automatically install the first time you run an az ml endpoint realtime command. Learn more about extensions.

Manage operationalized realtime endpoints.

Commands

Name Description Type Status
az ml endpoint realtime create-version

Create a version for realtime endpoint in the workspace.

Extension GA
az ml endpoint realtime delete

Delete a realtime endpoint and its version from the workspace.

Extension GA
az ml endpoint realtime delete-version

Delete a version for realtime endpoint in the workspace.

Extension GA
az ml endpoint realtime get-access-token

Get a token to issue requests a realtime endpoint.

Extension GA
az ml endpoint realtime get-keys

Get keys to issue requests against a realtime endpoint.

Extension GA
az ml endpoint realtime get-logs

Get logs for a realtime endpoint.

Extension GA
az ml endpoint realtime list

List realtime endpoints in the workspace.

Extension GA
az ml endpoint realtime regen-key

Regenerate keys for a realtime endpoint.

Extension GA
az ml endpoint realtime run

Run a realtime endpoint in the workspace.

Extension GA
az ml endpoint realtime show

Show details for a realtime endpoint in the workspace.

Extension GA
az ml endpoint realtime update

Update a realtime endpoint in the workspace.

Extension GA
az ml endpoint realtime update-version

Update a version for realtime endpoint in the workspace.

Extension GA

az ml endpoint realtime create-version

Create a version for realtime endpoint in the workspace.

az ml endpoint realtime create-version --name
                                       --version-name
                                       [--add-property]
                                       [--add-tag]
                                       [--ar]
                                       [--as]
                                       [--at]
                                       [--autoscale-max-replicas]
                                       [--autoscale-min-replicas]
                                       [--cc]
                                       [--ccl]
                                       [--cf]
                                       [--collect-model-data]
                                       [--cvt]
                                       [--dc]
                                       [--description]
                                       [--ed]
                                       [--entry-script]
                                       [--environment-name]
                                       [--environment-version]
                                       [--failure-threshold]
                                       [--gb]
                                       [--gbl]
                                       [--gc]
                                       [--ic]
                                       [--id]
                                       [--is-default]
                                       [--max-request-wait-time]
                                       [--model]
                                       [--model-metadata-file]
                                       [--no-wait]
                                       [--nr]
                                       [--path]
                                       [--period-seconds]
                                       [--replica-max-concurrent-requests]
                                       [--resource-group]
                                       [--scoring-timeout-ms]
                                       [--sd]
                                       [--st]
                                       [--subscription-id]
                                       [--timeout-seconds]
                                       [--tp]
                                       [--workspace-name]
                                       [-v]

Required Parameters

--name -n

The endpoint name.

--version-name --vn

The version name to create in an Endpoint.

Optional Parameters

--add-property

Key/value property to add (e.g. key=value ). Multiple properties can be specified with multiple --add-property options.

Default value: []
--add-tag

Key/value tag to add (e.g. key=value ). Multiple tags can be specified with multiple --add-tag options.

Default value: []
--ar --autoscale-refresh-seconds

How often the autoscaler should attempt to scale this Webservice. Defaults to 1.

--as --autoscale-enabled

Whether or not to enable autoscaling for this Webservice. Defaults to True if num_replicas is None.

--at --autoscale-target-utilization

The target utilization (in percent out of 100) the autoscaler should attempt to maintain for this Webservice. Defaults to 70.

--autoscale-max-replicas --ma

The maximum number of containers to use when autoscaling this Webservice. Defaults to 10.

--autoscale-min-replicas --mi

The minimum number of containers to use when autoscaling this Webservice. Defaults to 1.

--cc --cpu-cores

The number of cpu cores to allocate for this Webservice. Can be a decimal. Defaults to 0.1.

--ccl --cpu-cores-limit

The max number of CPU cores this Webservice is allowed to use. Can be a decimal.

--cf --conda-file

Path to local file containing a conda environment definition to use for the image.

--collect-model-data --md

Whether or not to enable model data collection for this Webservice. Defaults to False.

--cvt --is-control-version-type

Whether or not this is the control version in an Endpoint. Defaults to False.

--dc --deploy-config-file

Path to a JSON file containing deployment metadata.

--description -d

Description of the service.

--ed --environment-directory

Directory for Azure Machine Learning Environment for deployment. It is the same directory path as provided in 'az ml environment scaffold' command.

--entry-script --es

Path to local file that contains the code to run for service (relative path from source_directory if one is provided).

--environment-name -e

Name of Azure Machine Learning Environment for deployment.

--environment-version --ev

Version of an existing Azure Machine Learning Environment for deployment.

--failure-threshold --ft

When a Pod starts and the liveness probe fails, Kubernetes will try --failure-threshold times before giving up. Defaults to 3. Minimum value is 1.

--gb --memory-gb

The amount of memory (in GB) to allocate for this Webservice. Can be a decimal.

--gbl --memory-gb-limit

The max amount of memory (in GB) this Webservice is allowed to use. Can be a decimal.

--gc --gpu-cores

The number of gpu cores to allocate for this Webservice. Default is 1.

--ic --inference-config-file

Path to a JSON or YAML file containing inference configuration.

--id --initial-delay-seconds

Number of seconds after the container has started before liveness probes are initiated. Defaults to 310.

--is-default

Whether or not this is the default version in an Endpoint. Defaults to False.

--max-request-wait-time --mr

The maximum amount of time a request will stay in the queue (in milliseconds) before returning a 503 error. Defaults to 500.

--model -m

The ID of the model to be deployed. Multiple models can be specified with additional -m arguments. Models need to be registered first.

Default value: []
--model-metadata-file -f

Path to a JSON file containing model registration metadata. Multiple models can be provided using multiple -f parameters.

Default value: []
--no-wait

Flag to not wait for asynchronous calls.

--nr --num-replicas

The number of containers to allocate for this Webservice. No default, if this parameter is not set then the autoscaler is enabled by default.

--path

Path to a project folder. Default: current directory.

--period-seconds --ps

How often (in seconds) to perform the liveness probe. Default to 10 seconds. Minimum value is 1.

--replica-max-concurrent-requests --rm

The number of maximum concurrent requests per node to allow for this Webservice. Defaults to 1.

--resource-group -g

Resource group corresponding to the provided workspace.

--scoring-timeout-ms --tm

A timeout to enforce for scoring calls to this Webservice. Defaults to 60000.

--sd --source-directory

Path to folders that contain all files to create the image.

--st --success-threshold

Minimum consecutive successes for the liveness probe to be considered successful after having failed. Defaults to 1. Minimum value is 1.

--subscription-id

Specifies the subscription Id.

--timeout-seconds --ts

Number of seconds after which the liveness probe times out. Defaults to 2 second. Minimum value is 1.

--tp --traffic-percentile

The traffic percentile this version takes in Endpoint.

--workspace-name -w

Name of the workspace containing the service to update.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime delete

Delete a realtime endpoint and its version from the workspace.

az ml endpoint realtime delete --name
                               [--path]
                               [--resource-group]
                               [--subscription-id]
                               [--workspace-name]
                               [-v]

Required Parameters

--name -n

The endpoint name to delete.

Optional Parameters

--path

Path to a project folder. Default: current directory.

--resource-group -g

Resource group corresponding to the provided workspace.

--subscription-id

Specifies the subscription Id.

--workspace-name -w

Name of the workspace containing the endpoint to delete.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime delete-version

Delete a version for realtime endpoint in the workspace.

az ml endpoint realtime delete-version --name
                                       --version-name
                                       [--no-wait]
                                       [--path]
                                       [--resource-group]
                                       [--subscription-id]
                                       [--workspace-name]
                                       [-v]

Required Parameters

--name -n

The endpoint name.

--version-name --vn

The version name to delete.

Optional Parameters

--no-wait

Flag to not wait for asynchronous calls.

--path

Path to a project folder. Default: current directory.

--resource-group -g

Resource group corresponding to the provided workspace.

--subscription-id

Specifies the subscription Id.

--workspace-name -w

Name of the workspace containing the endpoint to delete.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime get-access-token

Get a token to issue requests a realtime endpoint.

az ml endpoint realtime get-access-token --name
                                         [--path]
                                         [--resource-group]
                                         [--subscription-id]
                                         [--workspace-name]
                                         [-v]

Required Parameters

--name -n

Endpoint Name.

Optional Parameters

--path

Path to a project folder. Default: current directory.

--resource-group -g

Resource group corresponding to the provided workspace.

--subscription-id

Specifies the subscription Id.

--workspace-name -w

Name of the workspace containing the endpoint to show.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime get-keys

Get keys to issue requests against a realtime endpoint.

az ml endpoint realtime get-keys --name
                                 [--path]
                                 [--resource-group]
                                 [--subscription-id]
                                 [--workspace-name]
                                 [-v]

Required Parameters

--name -n

Endpoint Name.

Optional Parameters

--path

Path to a project folder. Default: current directory.

--resource-group -g

Resource group corresponding to the provided workspace.

--subscription-id

Specifies the subscription Id.

--workspace-name -w

Name of the workspace containing the endpoint to show.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime get-logs

Get logs for a realtime endpoint.

az ml endpoint realtime get-logs --name
                                 [--init]
                                 [--num_lines]
                                 [--path]
                                 [--resource-group]
                                 [--subscription-id]
                                 [--workspace-name]
                                 [-v]

Required Parameters

--name -n

Endpoint Name.

Optional Parameters

--init -i

Get logs of init container instead of the scoring container.

Default value: False
--num_lines -l

Number of log lines to return from tail (default is 5000).

Default value: 5000
--path

Path to a project folder. Default: current directory.

--resource-group -g

Resource group corresponding to the provided workspace.

--subscription-id

Specifies the subscription Id.

--workspace-name -w

Name of the workspace containing the endpoint to show.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime list

List realtime endpoints in the workspace.

az ml endpoint realtime list [--compute-type]
                             [--model-id]
                             [--model-name]
                             [--path]
                             [--property]
                             [--resource-group]
                             [--subscription-id]
                             [--tag]
                             [--workspace-name]
                             [-v]

Optional Parameters

--compute-type -c

If provided, will only show services that have the specified compute type. (Options are 'ACI', 'AKS', 'AKSENDPOINT').

--model-id

If provided, will only show services that have the specified model id.

--model-name

If provided, will only show services that have the specified model name.

--path

Path to a project folder. Default: current directory.

--property

If provided, will filter based on the provided key/value (e.g. key, or key=value). Multiple properties can be specified with multiple --property options.

Default value: []
--resource-group -g

Resource group corresponding to the provided workspace.

--subscription-id

Specifies the subscription Id.

--tag

If provided, will filter based on the provided key/value (e.g. key, or key=value). Multiple tags can be specified with multiple --tag options.

Default value: []
--workspace-name -w

Name of the workspace containing the endpoints to list.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime regen-key

Regenerate keys for a realtime endpoint.

az ml endpoint realtime regen-key --key
                                  --name
                                  [--path]
                                  [--resource-group]
                                  [--set-key]
                                  [--subscription-id]
                                  [--workspace-name]
                                  [-v]

Required Parameters

--key -k

Which key to regenerate, if regen is specified. Options: Primary, Secondary.

--name -n

Endpoint Name.

Optional Parameters

--path

Path to a project folder. Default: current directory.

--resource-group -g

Resource group corresponding to the provided workspace.

--set-key -s

Provide auth value for the specified key.

--subscription-id

Specifies the subscription Id.

--workspace-name -w

Name of the workspace containing the endpoint to show.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime run

Run a realtime endpoint in the workspace.

az ml endpoint realtime run --name
                            [--input-data]
                            [--path]
                            [--resource-group]
                            [--subscription-id]
                            [--workspace-name]
                            [-v]

Required Parameters

--name -n

The endpoint name to score against.

Optional Parameters

--input-data -d

The data to use for calling the endpoint.

--path

Path to a project folder. Default: current directory.

--resource-group -g

Resource group corresponding to the provided workspace.

--subscription-id

Specifies the subscription Id.

--workspace-name -w

Name of the workspace containing the endpoint to run.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime show

Show details for a realtime endpoint in the workspace.

az ml endpoint realtime show --name
                             [--path]
                             [--resource-group]
                             [--subscription-id]
                             [--workspace-name]
                             [-v]

Required Parameters

--name -n

Name of the endpoint to show.

Optional Parameters

--path

Path to a project folder. Default: current directory.

--resource-group -g

Resource group corresponding to the provided workspace.

--subscription-id

Specifies the subscription Id.

--workspace-name -w

Name of the workspace containing the endpoint to show.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime update

Update a realtime endpoint in the workspace.

az ml endpoint realtime update --name
                               [--add-property]
                               [--add-tag]
                               [--ae]
                               [--ai]
                               [--description]
                               [--no-wait]
                               [--path]
                               [--remove-tag]
                               [--resource-group]
                               [--subscription-id]
                               [--token-auth-enabled]
                               [--workspace-name]
                               [-v]

Required Parameters

--name -n

The endpoint name to update.

Optional Parameters

--add-property

Key/value property to add (e.g. key=value ). Multiple properties can be specified with multiple --add-property options.

Default value: []
--add-tag

Key/value tag to add (e.g. key=value ). Multiple tags can be specified with multiple --add-tag options.

Default value: []
--ae --auth-enabled

Whether or not to enable key auth for this Endpoint. Defaults to False.

--ai --enable-app-insights

Whether or not to enable AppInsights for this Endpoint. Defaults to False.

--description -d

Description of the endpoint.

--no-wait

Flag to not wait for asynchronous calls.

--path

Path to a project folder. Default: current directory.

--remove-tag

Key of tag to remove. Multiple tags can be specified with multiple --remove-tag options.

Default value: []
--resource-group -g

Resource group corresponding to the provided workspace.

--subscription-id

Specifies the subscription Id.

--token-auth-enabled

Whether or not to enable token auth for this Endpoint. Defaults to False.

--workspace-name -w

Name of the workspace containing the Endpoint to update.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml endpoint realtime update-version

Update a version for realtime endpoint in the workspace.

az ml endpoint realtime update-version --name
                                       --version-name
                                       [--add-property]
                                       [--add-tag]
                                       [--ar]
                                       [--as]
                                       [--at]
                                       [--autoscale-max-replicas]
                                       [--autoscale-min-replicas]
                                       [--cc]
                                       [--ccl]
                                       [--cf]
                                       [--collect-model-data]
                                       [--cvt]
                                       [--dc]
                                       [--description]
                                       [--ed]
                                       [--entry-script]
                                       [--environment-name]
                                       [--environment-version]
                                       [--failure-threshold]
                                       [--gb]
                                       [--gbl]
                                       [--gc]
                                       [--ic]
                                       [--id]
                                       [--is-default]
                                       [--max-request-wait-time]
                                       [--model]
                                       [--model-metadata-file]
                                       [--no-wait]
                                       [--nr]
                                       [--path]
                                       [--period-seconds]
                                       [--replica-max-concurrent-requests]
                                       [--resource-group]
                                       [--scoring-timeout-ms]
                                       [--sd]
                                       [--st]
                                       [--subscription-id]
                                       [--timeout-seconds]
                                       [--tp]
                                       [--workspace-name]
                                       [-v]

Required Parameters

--name -n

The endpoint name.

--version-name --vn

The version name to create in an Endpoint.

Optional Parameters

--add-property

Key/value property to add (e.g. key=value ). Multiple properties can be specified with multiple --add-property options.

Default value: []
--add-tag

Key/value tag to add (e.g. key=value ). Multiple tags can be specified with multiple --add-tag options.

Default value: []
--ar --autoscale-refresh-seconds

How often the autoscaler should attempt to scale this Webservice. Defaults to 1.

--as --autoscale-enabled

Whether or not to enable autoscaling for this Webservice. Defaults to True if num_replicas is None.

--at --autoscale-target-utilization

The target utilization (in percent out of 100) the autoscaler should attempt to maintain for this Webservice. Defaults to 70.

--autoscale-max-replicas --ma

The maximum number of containers to use when autoscaling this Webservice. Defaults to 10.

--autoscale-min-replicas --mi

The minimum number of containers to use when autoscaling this Webservice. Defaults to 1.

--cc --cpu-cores

The number of cpu cores to allocate for this Webservice. Can be a decimal. Defaults to 0.1.

--ccl --cpu-cores-limit

The max number of CPU cores this Webservice is allowed to use. Can be a decimal.

--cf --conda-file

Path to local file containing a conda environment definition to use for the image.

--collect-model-data --md

Whether or not to enable model data collection for this Webservice. Defaults to False.

--cvt --is-control-version-type

Whether or not this is the control version in an Endpoint. Defaults to False.

--dc --deploy-config-file

Path to a JSON file containing deployment metadata.

--description -d

Description of the service.

--ed --environment-directory

Directory for Azure Machine Learning Environment for deployment. It is the same directory path as provided in 'az ml environment scaffold' command.

--entry-script --es

Path to local file that contains the code to run for service (relative path from source_directory if one is provided).

--environment-name -e

Name of Azure Machine Learning Environment for deployment.

--environment-version --ev

Version of an existing Azure Machine Learning Environment for deployment.

--failure-threshold --ft

When a Pod starts and the liveness probe fails, Kubernetes will try --failure-threshold times before giving up. Defaults to 3. Minimum value is 1.

--gb --memory-gb

The amount of memory (in GB) to allocate for this Webservice. Can be a decimal.

--gbl --memory-gb-limit

The max amount of memory (in GB) this Webservice is allowed to use. Can be a decimal.

--gc --gpu-cores

The number of gpu cores to allocate for this Webservice. Default is 1.

--ic --inference-config-file

Path to a JSON or YAML file containing inference configuration.

--id --initial-delay-seconds

Number of seconds after the container has started before liveness probes are initiated. Defaults to 310.

--is-default

Whether or not this is the default version in an Endpoint. Defaults to False.

--max-request-wait-time --mr

The maximum amount of time a request will stay in the queue (in milliseconds) before returning a 503 error. Defaults to 500.

--model -m

The ID of the model to be deployed. Multiple models can be specified with additional -m arguments. Models need to be registered first.

Default value: []
--model-metadata-file -f

Path to a JSON file containing model registration metadata. Multiple models can be provided using multiple -f parameters.

Default value: []
--no-wait

Flag to not wait for asynchronous calls.

--nr --num-replicas

The number of containers to allocate for this Webservice. No default, if this parameter is not set then the autoscaler is enabled by default.

--path

Path to a project folder. Default: current directory.

--period-seconds --ps

How often (in seconds) to perform the liveness probe. Default to 10 seconds. Minimum value is 1.

--replica-max-concurrent-requests --rm

The number of maximum concurrent requests per node to allow for this Webservice. Defaults to 1.

--resource-group -g

Resource group corresponding to the provided workspace.

--scoring-timeout-ms --tm

A timeout to enforce for scoring calls to this Webservice. Defaults to 60000.

--sd --source-directory

Path to folders that contain all files to create the image.

--st --success-threshold

Minimum consecutive successes for the liveness probe to be considered successful after having failed. Defaults to 1. Minimum value is 1.

--subscription-id

Specifies the subscription Id.

--timeout-seconds --ts

Number of seconds after which the liveness probe times out. Defaults to 2 second. Minimum value is 1.

--tp --traffic-percentile

The traffic percentile this version takes in Endpoint.

--workspace-name -w

Name of the workspace containing the service to update.

-v

Verbosity flag.

Global Parameters
--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc
Default value: json
--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.