AzureMachineLearningFileSystem Class

Access Azure Machine Learning defined URI as if it were a file system. This exposes a filesystem-like API on top of Azure Machine Learning defined URI

Initialize a new AzureMachineLearningFileSystem object

Inheritance

fsspec.asyn.AsyncFileSystem

AzureMachineLearningFileSystem

Constructor

AzureMachineLearningFileSystem(*args, **kwargs)

Parameters

Name	Description
uri Required	str Azure Machine Learning defined URI Supports both datastore URIs, data asset URIs, and registry URIs. Datastore URI Format: "azureml://subscriptions/{subscription_id}/resourcegroups/{resource_group}/ [providers/Microsoft.MachineLearningServices/]workspaces/{workspace}/datastores/{datastore_name}/[paths/{path}]" Where: {subscription_id} is the ID of the Azure subscription. {resource_group} is the name of the Azure resource group. {workspace} is the name of the Azure Machine Learning workspace. {datastore_name} is the name of the datastore. [paths/{path}] is an optional segment representing the path within the datastore. Data Asset URI Format: "azureml://subscriptions/{subscription_id}/resourcegroups/{resource_group}/ [providers/Microsoft.MachineLearningServices/]workspaces/{workspace}/data/{data_name}/[versions/{version}]" Where: {subscription_id}, {resource_group}, and {workspace} have the same meanings as above. {data_name} is the name of the data asset. [versions/{version}] is an optional segment representing the version of the data asset. Note: The segment "providers/Microsoft.MachineLearningServices/" is optional in both URI formats. We support URIs both with and without this segment. Registry URI Format: "azureml://registries/{registry_name}/data/{data_name}/versions/{version}"
uri Required	str the uri to initialize AzureMachineLearningFileSystem.

Remarks

This will enable pandas/dask to load Azure Machine Learning defined URI.

Methods

get	Copy file(s) to local.
glob	globbing result for the uri
put	Copy file(s) to local.
to_absolute_path	Convert relative path in filesystem root to absolute path

get

Copy file(s) to local.

get(rpath, lpath, recursive=False, callback=<fsspec.callbacks.NoOpCallback object>, **kwargs)

glob

globbing result for the uri

glob(path=None, **kwargs)

Parameters

Name	Description
path Required	str path to glob, it can be long form datastore uri or just relative path in the format of {datastore}/{relative_path}

Returns

Type	Description
list[str]	A list of file paths

put

Copy file(s) to local.

put(lpath, rpath, recursive=False, callback=<fsspec.callbacks.NoOpCallback object>, **kwargs)

to_absolute_path

Convert relative path in filesystem root to absolute path

static to_absolute_path(path: str)

Parameters

Name	Description
path Required

Attributes

protocol

protocol: ClassVar[str | tuple[str, ...]] = 'azureml'