The name of the Command job or component.

The description of the Command. Defaults to None.

Tag dictionary. Tags can be added, removed, and updated. Defaults to None.

The job property dictionary. Defaults to None.

The display name of the job. Defaults to a randomly generated name.

The command to be executed. Defaults to None.

The name of the experiment that the job will be created under. Defaults to currentdirectory name.

The environment that the job will run in.

A dictionary of environment variable names and values.These environment variables are set on the process where user script is being executed.Defaults to None.

The configuration for distributed jobs. Defaults to None.

The compute target the job will run on. Defaults to default compute.

A mapping of input names to input data sources used in the job. Defaults to None.

A mapping of output names to output data sources used in the job. Defaults to None.

The number of instances or nodes to be used by the compute target. Defaults to 1.

The type of VM to be used by the compute target.

The list of locations where the job will run.

Extra arguments to pass to the Docker run command. This would override anyparameters that have already been set by the system, or in this section. This parameter is onlysupported for Azure ML compute types. Defaults to None.

The size of the Docker container's shared memory block. This should be in theformat of (number)(unit) where the number has to be greater than 0 and the unit can be one ofb(bytes), k(kilobytes), m(megabytes), or g(gigabytes).

The number, in seconds, after which the job will be cancelled.

The source code to run the job. Can be a local path or "http:", "https:", or "azureml:" urlpointing to a remote location.

The identity that the command job will use while running on compute.

Specifies whether the Command will return the same output given the same input.Defaults to True. When True, if a Command Component is deterministic and has been run before in thecurrent workspace with the same input and settings, it will reuse results from a previously submittedjob when used as a node or step in a pipeline. In that scenario, no compute resources will be used.

The interactive services for the node. Defaults to None. This is an experimental parameter,and may change at any time. Please seehttps://aka.ms/azuremlexperimental for more information.

The job tier. Accepted values are "Spot", "Basic", "Standard", or "Premium".

The priority of the job on the compute. Accepted values are "low", "medium", and "high".Defaults to "medium".

parent job id for command job

The local yaml source of a batch deployment object. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a batch endpoint object. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

A path to a local YAML file or an already-open file object containing a capabilityhost configuration.If the source is a path, it will be opened and read. If the source is an open file, the file will be readdirectly.

The root directory for the YAML. This directory will be used as the origin for deducingthe relative locations of files referenced in the parsed YAML. Defaults to the same directory as source ifsource is a file or file path input. Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a component. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a compute. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Optional parameters to override in the loaded yaml.

The local yaml source of a connection object. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a data object. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a datastore. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of an environment. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a FeatureSet object. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a feature store. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a FeatureStoreEntity object. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

A path to a local YAML file or an already-open file object containing an index configuration.If the source is a path, it will be opened and read. If the source is an open file, the file will be readdirectly.

The root directory for the YAML. This directory will be used as the origin for deducingthe relative locations of files referenced in the parsed YAML. Defaults to the same directory as source ifsource is a file or file path input. Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

A path to a local YAML file or an already-open file object containing a job configuration.If the source is a path, it will be opened and read. If the source is an open file, the file will be readdirectly.

The root directory for the YAML. This directory will be used as the origin for deducingthe relative locations of files referenced in the parsed YAML. Defaults to the same directory as source ifsource is a file or file path input. Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

A path to a local YAML file or an already-open file object containing a job configuration.If the source is a path, it will be opened and read. If the source is an open file, the file will be readdirectly.

The root directory for the YAML. This directory will be used as the origin for deducingthe relative locations of files referenced in the parsed YAML. Defaults to the same directory as source ifsource is a file or file path input. Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

A path to a local YAML file or an already-open file object containing a job configuration.If the source is a path, it will be opened and read. If the source is an open file, the file will be readdirectly.

The root directory for the YAML. This directory will be used as the origin for deducingthe relative locations of files referenced in the parsed YAML. Defaults to the same directory as source ifsource is a file or file path input. Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of an online deployment object. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of an online endpoint object. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a registry. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a workspace. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

Fields to overwrite on top of the yaml file.Format is [{"field1": "value1"}, {"field2": "value2"}]

The local yaml source of a connection object. Must be either apath to a local file, or an already-open file.If the source is a path, it will be open and read.An exception is raised if the file does not exist.If the source is an open file, the file will be read directly,and an exception is raised if the file is not readable.

The origin to be used when deducingthe relative locations of files referenced in the parsed yaml.Defaults to the inputted source's directory if it is a file or file path input.Defaults to "./" if the source is a stream input with no name value.

The name of the experiment the job will be created under.

The name of the job.

The job display name.

The description of the job. Defaults to None.

The dictionary of tags for the job. Tags can be added, removed, and updated. Defaults to None.

The source code to run the job. Can be a local path or "http:", "https:", or "azureml:" urlpointing to a remote location.

The file or class entry point.

The list of .zip, .egg or .py files to place on the PYTHONPATH for Python apps.Defaults to None.

The list of .JAR files to include on the driver and executor classpaths. Defaults to None.

The list of files to be placed in the working directory of each executor. Defaults to None.

The list of archives to be extracted into the working directory of each executor.Defaults to None.

The identity that the Spark job will use while running on compute.

The number of cores to use for the driver process, only in cluster mode.

The amount of memory to use for the driver process, formatted as strings with a size unitsuffix ("k", "m", "g" or "t") (e.g. "512m", "2g").

The number of cores to use on each executor.

The amount of memory to use per executor process, formatted as strings with a size unitsuffix ("k", "m", "g" or "t") (e.g. "512m", "2g").

The initial number of executors.

Whether to use dynamic resource allocation, which scales the number ofexecutors registered with this application up and down based on the workload.

The lower bound for the number of executors if dynamic allocation isenabled.

The upper bound for the number of executors if dynamic allocation isenabled.

A dictionary with pre-defined Spark configurations key and values. Defaults to None.

The Azure ML environment to run the job in.

A mapping of input names to input data used in the job. Defaults to None.

A mapping of output names to output data used in the job. Defaults to None.

The arguments for the job.

The compute resource the job runs on.

The compute resource configuration for the job.