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GH-39968: [Python][FS][Azure] Minimal Python bindings for `AzureFileS…
…ystem` (#40021) ### Rationale for this change We want to use the new `AzureFileSystem` in `pyarrow`. ### What changes are included in this PR? - Add minimal python bindings for `AzureFileSystem`. This includes just enough to run the python tests against azurite plus default credential auth to enable real use of this once this PR merges. - Adding additional configuration options and remaining authentication options can be done as a follow up. - I tried to copy the existing pybinds for GCS and S3 - Explicitly set `ARROW_AZURE=OFF` rather than relying on defaults. The defaults are different for builds vs tests so this was causing tests to be enabled while Azure was disabled during the build. ### Are these changes tested? Enabled the the python filesystem tests for the new filesystem. I had to skip azure in a couple of the tests though because they are not yet working on the C++ side. I created Github issues to resolve these #40025 and #40026 and added TODO comments where relevant, that reference these Github issues. ### Are there any user-facing changes? `pyarrow` users can now use the native `AzureFileSystem` to get much better reliability and performance compared to `adlfs` based options. * Closes: #39968 * GitHub Issue: #39968 Lead-authored-by: Thomas Newton <[email protected]> Co-authored-by: Sutou Kouhei <[email protected]> Co-authored-by: Joris Van den Bossche <[email protected]> Signed-off-by: Joris Van den Bossche <[email protected]>
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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. | ||
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# cython: language_level = 3 | ||
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from cython cimport binding | ||
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from pyarrow.lib import frombytes, tobytes | ||
from pyarrow.includes.libarrow_fs cimport * | ||
from pyarrow._fs cimport FileSystem | ||
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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. Pass None to use default credential. | ||
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. | ||
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. | ||
blob_storage_scheme : str, default None | ||
Either `http` or `https`. Defaults to `https`. 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. | ||
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 | ||
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def __init__(self, account_name, *, account_key=None, blob_storage_authority=None, | ||
dfs_storage_authority=None, blob_storage_scheme=None, | ||
dfs_storage_scheme=None): | ||
cdef: | ||
CAzureOptions options | ||
shared_ptr[CAzureFileSystem] wrapped | ||
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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) | ||
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if account_key: | ||
options.ConfigureAccountKeyCredential(tobytes(account_key)) | ||
self.account_key = tobytes(account_key) | ||
else: | ||
options.ConfigureDefaultCredential() | ||
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with nogil: | ||
wrapped = GetResultValue(CAzureFileSystem.Make(options)) | ||
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self.init(<shared_ptr[CFileSystem]> wrapped) | ||
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cdef init(self, const shared_ptr[CFileSystem]& wrapped): | ||
FileSystem.init(self, wrapped) | ||
self.azurefs = <CAzureFileSystem*> wrapped.get() | ||
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@staticmethod | ||
@binding(True) # Required for cython < 3 | ||
def _reconstruct(kwargs): | ||
# __reduce__ doesn't allow passing named arguments directly to the | ||
# reconstructor, hence this wrapper. | ||
return AzureFileSystem(**kwargs) | ||
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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), | ||
dfs_storage_authority=frombytes(opts.dfs_storage_authority), | ||
blob_storage_scheme=frombytes(opts.blob_storage_scheme), | ||
dfs_storage_scheme=frombytes(opts.dfs_storage_scheme) | ||
),)) |
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