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| # Licensed to the Apache Software Foundation (ASF) under one | |
| # or more contributor license agreements. See the NOTICE file | |
| # distributed with this work for additional information | |
| # regarding copyright ownership. The ASF licenses this file | |
| # to you under the Apache License, Version 2.0 (the | |
| # "License"); you may not use this file except in compliance | |
| # with the License. You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, | |
| # software distributed under the License is distributed on an | |
| # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | |
| # KIND, either express or implied. See the License for the | |
| # specific language governing permissions and limitations | |
| # under the License. | |
| # cython: language_level = 3 | |
| from pyarrow.lib import frombytes, tobytes | |
| from pyarrow.includes.libarrow_fs cimport * | |
| from pyarrow._fs cimport FileSystem | |
| cdef class AzureFileSystem(FileSystem): | |
| """ | |
| Azure Blob Storage backed FileSystem implementation | |
| This implementation supports flat namespace and hierarchical namespace (HNS) a.k.a. | |
| Data Lake Gen2 storage accounts. HNS will be automatically detected and HNS specific | |
| features will be used when they provide a performance advantage. Azurite emulator is | |
| also supported. Note: `/` is the only supported delimiter. | |
| The storage account is considered the root of the filesystem. When enabled, containers | |
| will be created or deleted during relevant directory operations. Obviously, this also | |
| requires authentication with the additional permissions. | |
| By default `DefaultAzureCredential <https://github.com/Azure/azure-sdk-for-cpp/blob/main/sdk/identity/azure-identity/README.md#defaultazurecredential>`__ | |
| is used for authentication. This means it will try several types of authentication | |
| and go with the first one that works. If any authentication parameters are provided when | |
| initialising the FileSystem, they will be used instead of the default credential. | |
| Parameters | |
| ---------- | |
| account_name : str | |
| Azure Blob Storage account name. This is the globally unique identifier for the | |
| storage account. | |
| account_key : str, default None | |
| Account key of the storage account. If sas_token and account_key are None the | |
| default credential will be used. The parameters account_key and sas_token are | |
| mutually exclusive. | |
| blob_storage_authority : str, default None | |
| hostname[:port] of the Blob Service. Defaults to `.blob.core.windows.net`. Useful | |
| for connecting to a local emulator, like Azurite. | |
| blob_storage_scheme : str, default None | |
| Either `http` or `https`. Defaults to `https`. Useful for connecting to a local | |
| emulator, like Azurite. | |
| client_id : str, default None | |
| The client ID (Application ID) for Azure Active Directory authentication. | |
| Its interpretation depends on the credential type being used: | |
| - For `ClientSecretCredential`: It is the Application (client) ID of your | |
| registered Azure AD application (Service Principal). It must be provided | |
| together with `tenant_id` and `client_secret` to use ClientSecretCredential. | |
| - For `ManagedIdentityCredential`: It is the client ID of a specific | |
| user-assigned managed identity. This is only necessary if you are using a | |
| user-assigned managed identity and need to explicitly specify which one | |
| (e.g., if the resource has multiple user-assigned identities). For | |
| system-assigned managed identities, this parameter is typically not required. | |
| client_secret : str, default None | |
| Client secret for Azure Active Directory authentication. Must be provided together | |
| with `tenant_id` and `client_id` to use ClientSecretCredential. | |
| dfs_storage_authority : str, default None | |
| hostname[:port] of the Data Lake Gen 2 Service. Defaults to | |
| `.dfs.core.windows.net`. Useful for connecting to a local emulator, like Azurite. | |
| dfs_storage_scheme : str, default None | |
| Either `http` or `https`. Defaults to `https`. Useful for connecting to a local | |
| emulator, like Azurite. | |
| sas_token : str, default None | |
| SAS token for the storage account, used as an alternative to account_key. If sas_token | |
| and account_key are None the default credential will be used. The parameters | |
| account_key and sas_token are mutually exclusive. | |
| tenant_id : str, default None | |
| Tenant ID for Azure Active Directory authentication. Must be provided together with | |
| `client_id` and `client_secret` to use ClientSecretCredential. | |
| Examples | |
| -------- | |
| >>> from pyarrow import fs | |
| >>> azure_fs = fs.AzureFileSystem(account_name='myaccount') | |
| >>> azurite_fs = fs.AzureFileSystem( | |
| ... account_name='devstoreaccount1', | |
| ... account_key='Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==', | |
| ... blob_storage_authority='127.0.0.1:10000', | |
| ... dfs_storage_authority='127.0.0.1:10000', | |
| ... blob_storage_scheme='http', | |
| ... dfs_storage_scheme='http', | |
| ... ) | |
| For usage of the methods see examples for :func:`~pyarrow.fs.LocalFileSystem`. | |
| """ | |
| cdef: | |
| CAzureFileSystem* azurefs | |
| c_string account_key | |
| c_string sas_token | |
| c_string tenant_id | |
| c_string client_id | |
| c_string client_secret | |
| def __init__(self, account_name, *, account_key=None, blob_storage_authority=None, | |
| blob_storage_scheme=None, client_id=None, client_secret=None, | |
| dfs_storage_authority=None, dfs_storage_scheme=None, | |
| sas_token=None, tenant_id=None): | |
| cdef: | |
| CAzureOptions options | |
| shared_ptr[CAzureFileSystem] wrapped | |
| options.account_name = tobytes(account_name) | |
| if blob_storage_authority: | |
| options.blob_storage_authority = tobytes(blob_storage_authority) | |
| if dfs_storage_authority: | |
| options.dfs_storage_authority = tobytes(dfs_storage_authority) | |
| if blob_storage_scheme: | |
| options.blob_storage_scheme = tobytes(blob_storage_scheme) | |
| if dfs_storage_scheme: | |
| options.dfs_storage_scheme = tobytes(dfs_storage_scheme) | |
| if account_key and sas_token: | |
| raise ValueError("Cannot specify both account_key and sas_token.") | |
| if (tenant_id or client_id or client_secret): | |
| if not client_id: | |
| raise ValueError("client_id must be specified") | |
| if not tenant_id and not client_secret: | |
| options.ConfigureManagedIdentityCredential(tobytes(client_id)) | |
| self.client_id = tobytes(client_id) | |
| elif tenant_id and client_secret: | |
| options.ConfigureClientSecretCredential( | |
| tobytes(tenant_id), tobytes(client_id), tobytes(client_secret) | |
| ) | |
| self.tenant_id = tobytes(tenant_id) | |
| self.client_id = tobytes(client_id) | |
| self.client_secret = tobytes(client_secret) | |
| else: | |
| raise ValueError( | |
| "Invalid Azure credential configuration: " | |
| "For ManagedIdentityCredential, provide only client_id. " | |
| "For ClientSecretCredential, provide tenant_id, client_id, and client_secret." | |
| ) | |
| elif account_key: | |
| options.ConfigureAccountKeyCredential(tobytes(account_key)) | |
| self.account_key = tobytes(account_key) | |
| elif sas_token: | |
| options.ConfigureSASCredential(tobytes(sas_token)) | |
| self.sas_token = tobytes(sas_token) | |
| else: | |
| options.ConfigureDefaultCredential() | |
| with nogil: | |
| wrapped = GetResultValue(CAzureFileSystem.Make(options)) | |
| self.init(<shared_ptr[CFileSystem]> wrapped) | |
| cdef init(self, const shared_ptr[CFileSystem]& wrapped): | |
| FileSystem.init(self, wrapped) | |
| self.azurefs = <CAzureFileSystem*> wrapped.get() | |
| @staticmethod | |
| def _reconstruct(kwargs): | |
| # __reduce__ doesn't allow passing named arguments directly to the | |
| # reconstructor, hence this wrapper. | |
| return AzureFileSystem(**kwargs) | |
| def __reduce__(self): | |
| cdef CAzureOptions opts = self.azurefs.options() | |
| return ( | |
| AzureFileSystem._reconstruct, (dict( | |
| account_name=frombytes(opts.account_name), | |
| account_key=frombytes(self.account_key), | |
| blob_storage_authority=frombytes(opts.blob_storage_authority), | |
| blob_storage_scheme=frombytes(opts.blob_storage_scheme), | |
| client_id=frombytes(self.client_id), | |
| client_secret=frombytes(self.client_secret), | |
| dfs_storage_authority=frombytes(opts.dfs_storage_authority), | |
| dfs_storage_scheme=frombytes(opts.dfs_storage_scheme), | |
| sas_token=frombytes(self.sas_token), | |
| tenant_id=frombytes(self.tenant_id) | |
| ),)) | |
Xet Storage Details
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