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Add dagster-azure package with various storage components
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This adds the following components based on Azure Data Lake Storage
Gen2 (and Azure Blob Storage where appropriate):

- ADLS2FileCache and adls2_file_cache
- ADLS2FileManager
- ADLS2IntermediateStore
- ADLS2ObjectStore
- the adls2_resource providing direct access to Azure Data Lake Storage
- the adls2_system_storage system storage

This is pretty similar to the S3 implementation, the main difference
being configuration: Azure's SDK requires credentials to be passed
explicitly, so the credential is expected in configuration.

Tests currently require an access key to complete any tests marked
'nettest'.
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sd2k committed May 20, 2020
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2 changes: 2 additions & 0 deletions python_modules/libraries/dagster-azure/.coveragerc
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[run]
branch = True
201 changes: 201 additions & 0 deletions python_modules/libraries/dagster-azure/LICENSE
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5 changes: 5 additions & 0 deletions python_modules/libraries/dagster-azure/MANIFEST.in
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recursive-include dagster_azure *.sh
recursive-include dagster_azure *.yaml
recursive-include dagster_azure *.txt
recursive-include dagster_azure *.template
include LICENSE
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from dagster.core.utils import check_dagster_package_version

from .version import __version__

check_dagster_package_version('dagster-azure', __version__)
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from .adls2_fake_resource import ADLS2FakeClient, create_adls2_fake_resource
from .file_cache import ADLS2FileCache, adls2_file_cache
from .file_manager import ADLS2FileHandle, ADLS2FileManager
from .intermediate_store import ADLS2IntermediateStore
from .object_store import ADLS2ObjectStore
from .resources import adls2_resource
from .system_storage import adls2_plus_default_storage_defs, adls2_system_storage
from .utils import create_adls2_client

# from .compute_log_manager import ADLS2ComputeLogManager
# from .solids import ADLS2Coordinate, file_handle_to_adls2
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"""
TODO sd2k: implement.
"""
from collections import defaultdict
from contextlib import contextmanager
import io
import random

from azure.core.exceptions import ResourceNotFoundError

from dagster.seven import mock


def create_adls2_fake_resource(account_name):
'''Create a mock ADLS2 client for test.'''
return ADLS2FakeClient(account_name, 'fake-creds')


class ADLS2FakeClient(object):
'''Stateful mock of an ADLS2 client for testing.
Wraps a ``mock.MagicMock``. Containers are implemented using an in-memory dict.
'''

def __init__(self, account_name, credential):

self._account_name = account_name
self._credential = mock.MagicMock()
self._credential.account_key = credential
self._file_systems = {}

@property
def account_name(self):
return self._account_name

@property
def credential(self):
return self._credential

@property
def file_systems(self):
return self._file_systems

def get_file_system_client(self, file_system):
return self._file_systems.setdefault(
file_system, ADLS2FakeFilesystemClient(self.account_name, file_system)
)

def get_file_client(self, file_system, file_path):
return self.get_file_system_client(file_system).get_file_client(file_path)


class ADLS2FakeFilesystemClient(object):
'''Stateful mock of an ADLS2 filesystem client for testing.'''

def __init__(self, account_name, file_system_name):
self._file_system = defaultdict(ADLS2FakeFileClient)
self._account_name = account_name
self._file_system_name = file_system_name

@property
def account_name(self):
return self._account_name

@property
def file_system_name(self):
return self._file_system_name

def keys(self):
return self._file_system.keys()

def get_file_system_properties(self):
return {"account_name": self.account_name, "file_system_name": self.file_system_name}

def has_file(self, path):
return bool(self._file_system.get(path))

def get_file_client(self, file_path):
return self._file_system[file_path]

def create_file(self, file):
return self._file_system[file]

def delete_file(self, file):
for k in list(self._file_system.keys()):
if k.startswith(file):
del self._file_system[k]


class ADLS2FakeFileClient(object):
'''Stateful mock of an ADLS2 file client for testing.'''

def __init__(self):
self.contents = None
self.lease = None

def get_file_properties(self):
if self.contents is None:
raise ResourceNotFoundError("File does not exist!")
return {"lease": self.lease}

def upload_data(self, contents, overwrite=False, lease=None):
if self.lease is not None:
if lease != self.lease:
raise Exception("Invalid lease!")
if self.contents is not None or overwrite is True:
if isinstance(contents, str):
self.contents = contents.encode('utf8')
elif isinstance(contents, io.BytesIO):
self.contents = contents.read()
elif isinstance(contents, io.StringIO):
self.contents = contents.read().encode('utf8')
elif isinstance(contents, bytes):
self.contents = contents
else:
print("Uploading unknown data")
self.contents = contents

@contextmanager
def acquire_lease(self, lease_duration=-1): # pylint: disable=unused-argument
if self.lease is None:
self.lease = random.randint(0, 2 ** 9)
try:
yield self.lease
finally:
self.lease = None
else:
raise Exception("Lease already held")

def download_file(self):
if self.contents is None:
raise ResourceNotFoundError("File does not exist!")
return ADLS2FakeFileDownloader(contents=self.contents)


class ADLS2FakeFileDownloader(object):
'''Mock of an ADLS2 file downloader for testing.'''

def __init__(self, contents):
self.contents = contents

def readall(self):
return self.contents

def readinto(self, fileobj):
fileobj.write(self.contents)

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