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azure_util.py
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azure_util.py
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from __future__ import division
import json
import os
from collections import namedtuple
from logging import getLogger
from azure.common import (AzureMissingResourceHttpError, AzureHttpError)
from azure.storage.blob import BlockBlobService
from azure.storage.blob.models import ContentSettings
from azure.storage.common.retry import ExponentialRetry
from .constants import (
SHA256_DIGEST, ResultStatus, FileHeader, HTTP_HEADER_VALUE_OCTET_STREAM)
from .encryption_util import (EncryptionMetadata)
"""
Azure Location: Azure container name + path
"""
AzureLocation = namedtuple(
"AzureLocation", [
"container_name", # Azure container name
"path" # Azure path name
])
class SnowflakeAzureUtil(object):
"""
Azure Utility class
"""
# max_connections works over this size
DATA_SIZE_THRESHOLD = 67108864
@staticmethod
def create_client(stage_info, use_accelerate_endpoint=False):
"""
Creates a client object with a stage credential
:param stage_credentials: a stage credential
:param use_accelerate_endpoint: is accelerate endpoint?
:return: client
"""
stage_credentials = stage_info[u'creds']
sas_token = stage_credentials[u'AZURE_SAS_TOKEN']
if sas_token and sas_token.startswith(u'?'):
sas_token = sas_token[1:]
end_point = stage_info['endPoint']
if end_point.startswith('blob.'):
end_point = end_point[len('blob.'):]
client = BlockBlobService(account_name=stage_info[u'storageAccount'],
sas_token=sas_token,
endpoint_suffix=end_point)
client.retry = ExponentialRetry(
initial_backoff=1, increment_base=2, max_attempts=60, random_jitter_range=2).retry
return client
@staticmethod
def extract_container_name_and_path(stage_location):
stage_location = os.path.expanduser(stage_location)
container_name = stage_location
path = u''
# split stage location as bucket name and path
if u'/' in stage_location:
container_name = stage_location[0:stage_location.index(u'/')]
path = stage_location[stage_location.index(u'/') + 1:]
if path and not path.endswith(u'/'):
path += u'/'
return AzureLocation(
container_name=container_name,
path=path)
@staticmethod
def get_file_header(meta, filename):
"""
Gets Azure file properties
:param meta: file meta object
:return: FileHeader if no error,
u'result_status'] for status.
"""
logger = getLogger(__name__)
client = meta[u'client']
azure_location = SnowflakeAzureUtil.extract_container_name_and_path(
meta[u'stage_info'][u'location'])
try:
# HTTP HEAD request
blob = client.get_blob_properties(azure_location.container_name,
azure_location.path + filename)
except AzureMissingResourceHttpError:
meta[u'result_status'] = ResultStatus.NOT_FOUND_FILE
return FileHeader(
digest=None,
content_length=None,
encryption_metadata=None
)
except AzureHttpError as err:
logger.debug(u"Caught exception's status code: {status_code} and message: {ex_representation}".format(
status_code=err.status_code,
ex_representation=str(err)
))
if err.status_code == 403 and ("Signature not valid in the specified time frame" in str(err) or
"Server failed to authenticate the request." in str(err)):
logger.debug(u"AZURE Token expired. Renew and retry")
meta[u'result_status'] = ResultStatus.RENEW_TOKEN
return None
else:
logger.debug(u'Unexpected Azure error: %s'
u'container: %s, path: %s',
err, azure_location.container_name,
azure_location.path)
meta[u'result_status'] = ResultStatus.ERROR
return None
meta[u'result_status'] = ResultStatus.UPLOADED
encryptiondata = json.loads(
blob.metadata.get(u'encryptiondata', u'null'))
encryption_metadata = EncryptionMetadata(
key=encryptiondata[u'WrappedContentKey'][u'EncryptedKey'],
iv=encryptiondata[u'ContentEncryptionIV'],
matdesc=blob.metadata[u'matdesc'],
) if encryptiondata else None
return FileHeader(
digest=blob.metadata.get(u'sfcdigest'),
content_length=blob.properties.content_length,
encryption_metadata=encryption_metadata
)
@staticmethod
def upload_file(data_file, meta, encryption_metadata, max_concurrency):
logger = getLogger(__name__)
try:
azure_metadata = {
u'sfcdigest': meta[SHA256_DIGEST],
}
if (encryption_metadata):
azure_metadata.update({
u'encryptiondata': json.dumps({
u'EncryptionMode': u'FullBlob',
u'WrappedContentKey': {
u'KeyId': u'symmKey1',
u'EncryptedKey': encryption_metadata.key,
u'Algorithm': u'AES_CBC_256'
},
u'EncryptionAgent': {
u'Protocol': '1.0',
u'EncryptionAlgorithm': u'AES_CBC_128',
},
u'ContentEncryptionIV': encryption_metadata.iv,
u'KeyWrappingMetadata': {
u'EncryptionLibrary': u'Java 5.3.0'
}
}),
u'matdesc': encryption_metadata.matdesc
})
azure_location = SnowflakeAzureUtil.extract_container_name_and_path(
meta[u'stage_info'][u'location'])
path = azure_location.path + meta[u'dst_file_name'].lstrip('/')
client = meta[u'client']
callback = None
if meta[u'put_azure_callback']:
callback = meta[u'put_azure_callback'](
data_file,
os.path.getsize(data_file),
output_stream=meta[u'put_callback_output_stream'],
show_progress_bar=meta[u'show_progress_bar'])
def azure_callback(current, total):
callback(current)
logger.debug("data transfer progress from sdk callback. "
"current: %s, total: %s",
current, total)
client.create_blob_from_path(
azure_location.container_name,
path,
data_file,
progress_callback=azure_callback if
meta[u'put_azure_callback'] else None,
metadata=azure_metadata,
max_connections=max_concurrency,
content_settings=ContentSettings(
content_type=HTTP_HEADER_VALUE_OCTET_STREAM,
content_encoding=u'utf-8',
)
)
logger.debug(u'DONE putting a file')
meta[u'dst_file_size'] = meta[u'upload_size']
meta[u'result_status'] = ResultStatus.UPLOADED
except AzureHttpError as err:
logger.debug(u"Caught exception's status code: {status_code} and message: {ex_representation}".format(
status_code=err.status_code,
ex_representation=str(err)
))
if err.status_code == 403 and ("Signature not valid in the specified time frame" in str(err) or
"Server failed to authenticate the request." in str(err)):
logger.debug(u"AZURE Token expired. Renew and retry")
meta[u'result_status'] = ResultStatus.RENEW_TOKEN
return None
else:
meta[u'last_error'] = err
meta[u'result_status'] = ResultStatus.NEED_RETRY
# Comparing with s3, azure haven't experienced OpenSSL.SSL.SysCallError,
# so we will add logic to catch it only when it happens
@staticmethod
def _native_download_file(meta, full_dst_file_name, max_concurrency):
logger = getLogger(__name__)
try:
azure_location = SnowflakeAzureUtil.extract_container_name_and_path(
meta[u'stage_info'][u'location'])
path = azure_location.path + meta[u'src_file_name'].lstrip('/')
client = meta[u'client']
callback = None
if meta[u'get_azure_callback']:
callback = meta[u'get_azure_callback'](
meta[u'src_file_name'],
meta[u'src_file_size'],
output_stream=meta[u'get_callback_output_stream'],
show_progress_bar=meta[u'show_progress_bar'])
def azure_callback(current, total):
callback(current)
logger.debug("data transfer progress from sdk callback. "
"current: %s, total: %s",
current, total)
client.get_blob_to_path(
azure_location.container_name,
path,
full_dst_file_name,
progress_callback=azure_callback if
meta[u'get_azure_callback'] else None,
max_connections=max_concurrency
)
meta[u'result_status'] = ResultStatus.DOWNLOADED
except AzureHttpError as err:
logger.debug(u"Caught exception's status code: {status_code} and message: {ex_representation}".format(
status_code=err.status_code,
ex_representation=str(err)
))
if (err.status_code == 403 and ("Signature not valid in the specified time frame" in str(err) or
"Server failed to authenticate the request." in str(err))):
logger.debug(u"AZURE Token expired. Renew and retry")
meta[u'result_status'] = ResultStatus.RENEW_TOKEN
return None
else:
meta[u'last_error'] = err
meta[u'result_status'] = ResultStatus.NEED_RETRY
# Comparing with s3, azure haven't experienced OpenSSL.SSL.SysCallError,
# so we will add logic to catch it only when it happens