Google App Engine:如何将大文件写入Google Cloud Storage
我正在尝试将Google App Engine的Blobstore中的大文件保存到Google Cloud Storage,以便进行备份。
对于小文件(小于10MB),这个过程运行得很好,但对于较大的文件,就不太稳定了,GAE会抛出一个FileNotOpenedError的错误。
我的代码:
PATH = '/gs/backupbucket/'
for df in DocumentFile.all():
fn = df.blob.filename
br = blobstore.BlobReader(df.blob)
write_path = files.gs.create(self.PATH+fn.encode('utf-8'), mime_type='application/zip',acl='project-private')
with files.open(write_path, 'a') as fp:
while True:
buf = br.read(100000)
if buf=="": break
fp.write(buf)
files.finalize(write_path)
(在一个任务队列中运行,以避免超时)。
抛出了一个FileNotOpenedError错误:
Traceback (most recent call last): File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 1511, in __call__ rv = self.handle_exception(request, response, e) File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 1505, in __call__ rv = self.router.dispatch(request, response) File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 1253, in default_dispatcher return route.handler_adapter(request, response) File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 1077, in __call__ return handler.dispatch() File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 547, in dispatch return self.handle_exception(e, self.app.debug) File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 545, in dispatch return method(*args, **kwargs) File "/base/data/home/apps/s~simplerepository/1.354754771592783168/processFiles.py", line 249, in post fp.write(buf) File "/base/python27_runtime/python27_lib/versions/1/google/appengine/api/files/file.py", line 281, in __exit__ self.close() File "/base/python27_runtime/python27_lib/versions/1/google/appengine/api/files/file.py", line 275, in close self._make_rpc_call_with_retry('Close', request, response) File "/base/python27_runtime/python27_lib/versions/1/google/appengine/api/files/file.py", line 388, in _make_rpc_call_with_retry _make_call(method, request, response) File "/base/python27_runtime/python27_lib/versions/1/google/appengine/api/files/file.py", line 236, in _make_call _raise_app_error(e) File "/base/python27_runtime/python27_lib/versions/1/google/appengine/api/files/file.py", line 179, in _raise_app_error raise FileNotOpenedError()
我进一步调查后发现,根据对GAE问题5371的评论,文件API每30秒会关闭一次文件。我在其他地方没有看到这个文档。
我尝试通过定期关闭和打开文件来解决这个问题,但现在我遇到了WrongOpenModeError的错误。下面的代码是我在这个帖子第一版基础上修改的,我在关闭和打开文件之间添加了0.5秒的暂停。现在它抛出了WrongOpenModeError。
我的代码(更新版):
PATH = '/gs/backupbucket/'
for df in DocumentFile.all():
fn = df.blob.filename
br = blobstore.BlobReader(df.blob)
write_path = files.gs.create(self.PATH+fn.encode('utf-8'), mime_type='application/zip',acl='project-private')
fp = files.open(write_path, 'a')
c = 0
while True:
if (c == 5):
c = 0
fp.close()
files.finalize(write_path)
time.sleep(0.5)
fp = files.open(write_path, 'a')
c = c + 1
buf = br.read(100000)
if buf=="": break
fp.write(buf)
files.finalize(write_path)
错误追踪信息:
Traceback (most recent call last): File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 1511, in __call__ rv = self.handle_exception(request, response, e) File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 1505, in __call__ rv = self.router.dispatch(request, response) File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 1253, in default_dispatcher return route.handler_adapter(request, response) File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 1077, in __call__ return handler.dispatch() File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 547, in dispatch return self.handle_exception(e, self.app.debug) File "/base/python27_runtime/python27_lib/versions/third_party/webapp2-2.3/webapp2.py", line 545, in dispatch return method(*args, **kwargs) File "/base/data/home/apps/s~simplerepository/1.354894420907462278/processFiles.py", line 267, in get fp.write(buf) File "/base/python27_runtime/python27_lib/versions/1/google/appengine/api/files/file.py", line 310, in write self._make_rpc_call_with_retry('Append', request, response) File "/base/python27_runtime/python27_lib/versions/1/google/appengine/api/files/file.py", line 388, in _make_rpc_call_with_retry _make_call(method, request, response) File "/base/python27_runtime/python27_lib/versions/1/google/appengine/api/files/file.py", line 236, in _make_call _raise_app_error(e) File "/base/python27_runtime/python27_lib/versions/1/google/appengine/api/files/file.py", line 188, in _raise_app_error raise WrongOpenModeError()
我试图找到关于WrongOpenModeError的更多信息,但唯一提到它的地方就是在appengine.api.files.file.py文件中。
如果有任何建议可以帮助我解决这个问题,让我也能保存大文件到Google Cloud Storage,我将非常感激。谢谢!
3 个回答
-1
后端是你可以选择的一种选项吗?它会在后台运行,并且比任务队列更强大。
3
我觉得你不应该在循环中使用 files.finalize(write_path)
。因为这个 finalize 操作会把文件变成可读的状态,之后就不能再改回可写的了。
1
我之前也遇到过同样的问题,最后我写了一个迭代器来获取数据,并处理异常,这样虽然能用,但其实只是个变通办法。
如果要重写你的代码,可以参考下面的方式:
from google.appengine.ext import blobstore
from google.appengine.api import files
def iter_blobstore(blob, fetch_size=524288):
start_index = 0
end_index = fetch_size
while True:
read = blobstore.fetch_data(blob, start_index, end_index)
if read == "":
break
start_index += fetch_size
end_index += fetch_size
yield read
PATH = '/gs/backupbucket/'
for df in DocumentFile.all():
fn = df.blob.filename
br = blobstore.BlobReader(df.blob)
write_path = files.gs.create(self.PATH+fn.encode('utf-8'), mime_type='application/zip',acl='project-private')
with files.open(write_path, 'a') as fp:
for buf in iter_blobstore(df.blob):
try:
fp.write(buf)
except files.FileNotOpenedError:
pass
files.finalize(write_path)