未验证 提交 1bab815a 编写于 作者: X Xiaoyao Xi 提交者: GitHub

Merge pull request #32 from wangxiao1021/downloader

update downloader.py
# -*- coding: UTF-8 -*-
# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import print_function from __future__ import print_function
import os import os
import tarfile
import shutil
try:
from urllib.request import urlopen # Python 3
except ImportError:
from urllib2 import urlopen # Python 2
# for https
import ssl
ssl._create_default_https_context = ssl._create_unverified_context
_items = { _items = {
'pretrain': {'ernie-en-uncased-large': 'http://xxxxx', 'pretrain': {'ernie-en-uncased-large': 'https://ernie.bj.bcebos.com/ERNIE_Large_en_stable-2.0.0.tar.gz',
'xxx': 'xxx', 'bert-en-uncased-large': 'https://bert-models.bj.bcebos.com/uncased_L-24_H-1024_A-16.tar.gz',
'utils': None} 'utils': None},
'reader': {'cls': 'xxx', 'reader': {'utils': None},
'xxx': 'xxx', 'backbone': {'utils': None},
'utils': 'xxx'} 'tasktype': {'utils': None},
'backbone': {xxx}
'tasktype': {xxx}
} }
def _download(item, scope, path, silent=False):
if not silent:
print('Downloading {}: {} from {}...'.format(item, scope, _items[item][scope]))
data_url = _items[item][scope]
data_dir = path + '/' + item + '/' + scope
if not os.path.exists(data_dir):
os.makedirs(os.path.join(data_dir))
data_name = data_url.split('/')[-1]
filename = data_dir + '/' + data_name
def demo(): # print process
raise NotImplementedError() def _chunk_report(bytes_so_far, total_size):
percent = float(bytes_so_far) / float(total_size)
if percent > 1:
percent = 1
if not silent:
print('\r>> Downloading... {:.1%}'.format(percent), end = "")
# copy to local
def _chunk_read(response, url, chunk_size = 16 * 1024, report_hook = None):
total_size = response.info().getheader('Content-Length').strip()
total_size = int(total_size)
bytes_so_far = 0
with open("%s" % filename, "wb") as f:
while 1:
chunk = response.read(chunk_size)
f.write(chunk)
f.flush()
bytes_so_far += len(chunk)
if not chunk:
break
if report_hook:
report_hook(bytes_so_far, total_size)
return bytes_so_far
response = urlopen(data_url)
_chunk_read(response, data_url, report_hook=_chunk_report)
if not silent:
print(' done!')
if item == 'pretrain':
if not silent:
print ('Extracting {}...'.format(data_name), end=" ")
if os.path.exists(filename):
tar = tarfile.open(filename, 'r')
tar.extractall(path = data_dir)
tar.close()
os.remove(filename)
if scope == 'bert-en-uncased-large':
source_path = data_dir + '/' + data_name.split('.')[0]
fileList = os.listdir(source_path)
for file in fileList:
filePath = os.path.join(source_path, file)
shutil.move(filePath, data_dir)
os.removedirs(source_path)
if not silent:
print ('done!')
if not silent:
print ('Converting params...', end=" ")
_convert(data_dir, silent)
if not silent:
print ('done!')
def _convert():
raise NotImplementedError() def _convert(path, silent=False):
if os.path.isfile(path + '/params/__palminfo__'):
if not silent:
print ('already converted.')
else:
if os.path.exists(path + '/params/'):
os.rename(path + '/params/', path + '/params1/')
os.mkdir(path + '/params/')
tar_model = tarfile.open(path + '/params/' + '__palmmodel__', 'w:gz')
tar_info = open(path + '/params/'+ '__palminfo__', 'w')
for root, dirs, files in os.walk(path + '/params1/'):
for file in files:
src_file = os.path.join(root, file)
tar_model.add(src_file, '__paddlepalm_' + file)
tar_info.write('__paddlepalm_' + file)
os.remove(src_file)
tar_model.close()
tar_info.close()
os.removedirs(path + '/params1/')
def download(item, scope='all', path='.'): def download(item, scope='all', path='.'):
item = item.lower() item = item.lower()
scope = scope.lower() scope = scope.lower()
assert item in items, '{} is not found. Support list: {}'.format(item, list(items.keys())) assert item in _items, '{} is not found. Support list: {}'.format(item, list(_items.keys()))
if not os.path.exists(path, item): if _items[item]['utils'] is not None:
os.makedirs(os.path.join(path, item)) _download(item, 'utils', path, silent=True)
def _download(item, scope, silent=False):
if not silent:
print('downloading {}: {} from {}...'.format(item, scope, items[item][scope]), end='')
urllib.downloadxxx(items[item][scope], path)
if not silent:
print('done!')
if items['utils'] is not None:
_download(item, 'utils', silent=True)
if scope != 'all': if scope != 'all':
assert scope in items[item], '{} is not found. Support scopes: {}'.format(item, list(items[item].keys())) assert scope in _items[item], '{} is not found. Support scopes: {}'.format(item, list(_items[item].keys()))
_download(item, scope) _download(item, scope, path)
else: else:
for s in items[item].keys(): for s in _items[item].keys():
_download(item, s) _download(item, s, path)
def ls(item=None, scope='all'): def ls(item=None, scope='all'):
pass pass
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