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Original file line number | Diff line number | Diff line change |
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import os | ||
import shutil | ||
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from boltons import funcutils as bfu | ||
from google.cloud import storage as gs | ||
from joblib.disk import mkdirp | ||
from memoized_property import memoized_property | ||
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from . import blobstores as bs | ||
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# TODO: catch and retry w/new client on | ||
# BrokenPipeError: [Errno 32] Broken pipe | ||
# ConnectionResetError: [Errno 54] Connection reset by peer | ||
# more? | ||
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def retry(f, max_attempts=2): | ||
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@bfu.wraps(f) | ||
def with_retry(store, *args, **kargs): | ||
actual_attempts = 0 | ||
while True: | ||
try: | ||
return f(store, *args, **kargs) | ||
except (BrokenPipeError, ConnectionError) as e: | ||
actual_attempts +=1 | ||
if actual_attempts >= max_attempts: | ||
raise e | ||
else: | ||
store._setup_client() | ||
return with_retry | ||
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class GSStore(bs.RemoteStore): | ||
def __init__(self, cachedir, bucket, basepath='', project=None, | ||
read=True, write=True, read_through_write=True, | ||
delete=False, on_duplicate_key='skip', cleanup_cachedir=False, | ||
always_check_remote=False): | ||
""" | ||
Parameters | ||
---------- | ||
always_check_remote : bool | ||
When True GS (Google Storage) will be checked with every __contains__ call. Otherwise it will | ||
short-circuit if the blob is found in the cachedir. For performance reasons this | ||
should always be set to False. The only reason why you would want to use this | ||
is if you are using a GSStore and a DiskStore in a ChainedStore together for | ||
some reason. Since the GSStore basically doubles as a DiskStore with it's cachedir | ||
chaining the two doesn't really make sense though. | ||
""" | ||
super(GSStore, self).__init__(always_check_remote=always_check_remote, | ||
cachedir = cachedir, | ||
basepath = basepath, | ||
cleanup_cachedir = cleanup_cachedir, | ||
read=read, write=write, read_through_write=read_through_write, | ||
delete=delete, on_duplicate_key=on_duplicate_key) | ||
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self.bucket_name = bucket | ||
self.project = project | ||
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def _setup_client(self): | ||
del self._client | ||
del self._bucket | ||
# force re-memoization | ||
assert self.bucket is not None | ||
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@memoized_property | ||
def client(self): | ||
return gs.Client(project=self.project) | ||
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@memoized_property | ||
def bucket(self): | ||
return self.client.get_bucket(self.bucket_name) | ||
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@retry | ||
def _exists(self, path): | ||
blobs = list(self.bucket.list_blobs(prefix=path)) | ||
return len(blobs) == 1 | ||
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@retry | ||
def _delete_remote(self, path): | ||
self.blob(path).delete() | ||
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def _blob(self, path): | ||
return self._bucket.blob(path) | ||
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@retry | ||
def _upload_file(self, filename, path): | ||
self._blob(path).upload_from_filename(filename) | ||
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@retry | ||
def _download_file(self, remote_path, dest_filename): | ||
self._blob(remote_path).download_to_filename(dest_filename) |
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