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__init__.py
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__init__.py
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from __future__ import unicode_literals
import os
import posixpath
import logging
import threading
from funcy import retry, compose, decorator, wrap_with
from funcy.py3 import cat
from dvc.remote.gdrive.utils import TrackFileReadProgress, FOLDER_MIME_TYPE
from dvc.scheme import Schemes
from dvc.path_info import CloudURLInfo
from dvc.remote.base import RemoteBASE
from dvc.config import Config
from dvc.exceptions import DvcException
from dvc.utils import tmp_fname
logger = logging.getLogger(__name__)
class GDriveRetriableError(DvcException):
def __init__(self, msg):
super(GDriveRetriableError, self).__init__(msg)
@decorator
def _wrap_pydrive_retriable(call):
from apiclient import errors
from pydrive.files import ApiRequestError
try:
result = call()
except (ApiRequestError, errors.HttpError) as exception:
retry_codes = ["403", "500", "502", "503", "504"]
if any(
"HttpError {}".format(code) in str(exception)
for code in retry_codes
):
raise GDriveRetriableError(msg="Google API request failed")
raise
return result
gdrive_retry = compose(
# 8 tries, start at 0.5s, multiply by golden ratio, cap at 10s
retry(
8, GDriveRetriableError, timeout=lambda a: min(0.5 * 1.618 ** a, 10)
),
_wrap_pydrive_retriable,
)
class RemoteGDrive(RemoteBASE):
scheme = Schemes.GDRIVE
path_cls = CloudURLInfo
REQUIRES = {"pydrive": "pydrive"}
GDRIVE_USER_CREDENTIALS_DATA = "GDRIVE_USER_CREDENTIALS_DATA"
DEFAULT_USER_CREDENTIALS_FILE = ".dvc/tmp/gdrive-user-credentials.json"
def __init__(self, repo, config):
super(RemoteGDrive, self).__init__(repo, config)
self.no_traverse = False
self.path_info = self.path_cls(config[Config.SECTION_REMOTE_URL])
self.config = config
self.init_drive()
def init_drive(self):
self.client_id = self.config.get(Config.SECTION_GDRIVE_CLIENT_ID, None)
self.client_secret = self.config.get(
Config.SECTION_GDRIVE_CLIENT_SECRET, None
)
if not self.client_id or not self.client_secret:
raise DvcException(
"Please specify Google Drive's client id and "
"secret in DVC's config. Learn more at "
"https://man.dvc.org/remote/add."
)
self.gdrive_user_credentials_path = (
tmp_fname(".dvc/tmp/")
if os.getenv(RemoteGDrive.GDRIVE_USER_CREDENTIALS_DATA)
else self.config.get(
Config.SECTION_GDRIVE_USER_CREDENTIALS_FILE,
self.DEFAULT_USER_CREDENTIALS_FILE,
)
)
@gdrive_retry
def gdrive_upload_file(
self, args, no_progress_bar=True, from_file="", progress_name=""
):
item = self.drive.CreateFile(
{"title": args["title"], "parents": [{"id": args["parent_id"]}]}
)
self.upload_file(item, no_progress_bar, from_file, progress_name)
return item
def upload_file(self, item, no_progress_bar, from_file, progress_name):
with open(from_file, "rb") as opened_file:
if not no_progress_bar:
opened_file = TrackFileReadProgress(progress_name, opened_file)
# PyDrive doesn't like content property setting for empty files
# https://github.com/gsuitedevs/PyDrive/issues/121
if os.stat(from_file).st_size:
item.content = opened_file
item.Upload()
@gdrive_retry
def gdrive_download_file(
self, file_id, to_file, progress_name, no_progress_bar
):
from dvc.progress import Tqdm
gdrive_file = self.drive.CreateFile({"id": file_id})
with Tqdm(
desc=progress_name,
total=int(gdrive_file["fileSize"]),
disable=no_progress_bar,
):
gdrive_file.GetContentFile(to_file)
def gdrive_list_item(self, query):
file_list = self.drive.ListFile({"q": query, "maxResults": 1000})
# Isolate and decorate fetching of remote drive items in pages
get_list = gdrive_retry(lambda: next(file_list, None))
# Fetch pages until None is received, lazily flatten the thing
return cat(iter(get_list, None))
def cache_root_dirs(self):
cached_dirs = {}
cached_ids = {}
for dir1 in self.gdrive_list_item(
"'{}' in parents and trashed=false".format(self.root_id)
):
remote_path = posixpath.join(self.path_info.path, dir1["title"])
cached_dirs.setdefault(remote_path, []).append(dir1["id"])
cached_ids[dir1["id"]] = dir1["title"]
return cached_dirs, cached_ids
@property
def cached_dirs(self):
if not hasattr(self, "_cached_dirs"):
self.drive
return self._cached_dirs
@property
def cached_ids(self):
if not hasattr(self, "_cached_ids"):
self.drive
return self._cached_ids
@property
@wrap_with(threading.RLock())
def drive(self):
if not hasattr(self, "_gdrive"):
from pydrive.auth import GoogleAuth
from pydrive.drive import GoogleDrive
if os.getenv(RemoteGDrive.GDRIVE_USER_CREDENTIALS_DATA):
with open(
self.gdrive_user_credentials_path, "w"
) as credentials_file:
credentials_file.write(
os.getenv(RemoteGDrive.GDRIVE_USER_CREDENTIALS_DATA)
)
GoogleAuth.DEFAULT_SETTINGS["client_config_backend"] = "settings"
GoogleAuth.DEFAULT_SETTINGS["client_config"] = {
"client_id": self.client_id,
"client_secret": self.client_secret,
"auth_uri": "https://accounts.google.com/o/oauth2/auth",
"token_uri": "https://oauth2.googleapis.com/token",
"revoke_uri": "https://oauth2.googleapis.com/revoke",
"redirect_uri": "",
}
GoogleAuth.DEFAULT_SETTINGS["save_credentials"] = True
GoogleAuth.DEFAULT_SETTINGS["save_credentials_backend"] = "file"
GoogleAuth.DEFAULT_SETTINGS[
"save_credentials_file"
] = self.gdrive_user_credentials_path
GoogleAuth.DEFAULT_SETTINGS["get_refresh_token"] = True
GoogleAuth.DEFAULT_SETTINGS["oauth_scope"] = [
"https://www.googleapis.com/auth/drive",
"https://www.googleapis.com/auth/drive.appdata",
]
# Pass non existent settings path to force DEFAULT_SETTINGS loading
gauth = GoogleAuth(settings_file="")
gauth.CommandLineAuth()
if os.getenv(RemoteGDrive.GDRIVE_USER_CREDENTIALS_DATA):
os.remove(self.gdrive_user_credentials_path)
self._gdrive = GoogleDrive(gauth)
self.root_id = self.get_remote_id(self.path_info, create=True)
self._cached_dirs, self._cached_ids = self.cache_root_dirs()
return self._gdrive
@gdrive_retry
def create_remote_dir(self, parent_id, title):
item = self.drive.CreateFile(
{
"title": title,
"parents": [{"id": parent_id}],
"mimeType": FOLDER_MIME_TYPE,
}
)
item.Upload()
return item
@gdrive_retry
def get_remote_item(self, name, parents_ids):
if not parents_ids:
return None
query = " or ".join(
"'{}' in parents".format(parent_id) for parent_id in parents_ids
)
query += " and trashed=false and title='{}'".format(name)
# Limit found remote items count to 1 in response
item_list = self.drive.ListFile(
{"q": query, "maxResults": 1}
).GetList()
return next(iter(item_list), None)
def resolve_remote_item_from_path(self, path_parts, create):
parents_ids = ["root"]
current_path = ""
for path_part in path_parts:
current_path = posixpath.join(current_path, path_part)
remote_ids = self.get_remote_id_from_cache(current_path)
if remote_ids:
parents_ids = remote_ids
continue
item = self.get_remote_item(path_part, parents_ids)
if not item and create:
item = self.create_remote_dir(parents_ids[0], path_part)
elif not item:
return None
parents_ids = [item["id"]]
return item
def get_remote_id_from_cache(self, remote_path):
if hasattr(self, "_cached_dirs"):
return self.cached_dirs.get(remote_path, [])
return []
def get_remote_id(self, path_info, create=False):
remote_ids = self.get_remote_id_from_cache(path_info.path)
if remote_ids:
return remote_ids[0]
file1 = self.resolve_remote_item_from_path(
path_info.path.split("/"), create
)
return file1["id"] if file1 else ""
def exists(self, path_info):
return self.get_remote_id(path_info) != ""
def _upload(self, from_file, to_info, name, no_progress_bar):
dirname = to_info.parent
if dirname:
parent_id = self.get_remote_id(dirname, True)
else:
parent_id = to_info.bucket
self.gdrive_upload_file(
{"title": to_info.name, "parent_id": parent_id},
no_progress_bar,
from_file,
name,
)
def _download(self, from_info, to_file, name, no_progress_bar):
file_id = self.get_remote_id(from_info)
self.gdrive_download_file(file_id, to_file, name, no_progress_bar)
def all(self):
if not self.cached_ids:
return
query = " or ".join(
"'{}' in parents".format(dir_id) for dir_id in self.cached_ids
)
query += " and trashed=false"
for file1 in self.gdrive_list_item(query):
parent_id = file1["parents"][0]["id"]
path = posixpath.join(self.cached_ids[parent_id], file1["title"])
try:
yield self.path_to_checksum(path)
except ValueError:
# We ignore all the non-cache looking files
logger.debug('Ignoring path as "non-cache looking"')