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# Copyright (c) 2014, Salesforce.com, Inc. All rights reserved. |
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# |
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# Redistribution and use in source and binary forms, with or without |
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# modification, are permitted provided that the following conditions |
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# are met: |
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# |
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# - Redistributions of source code must retain the above copyright |
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# notice, this list of conditions and the following disclaimer. |
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# - Redistributions in binary form must reproduce the above copyright |
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# notice, this list of conditions and the following disclaimer in the |
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# documentation and/or other materials provided with the distribution. |
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# - Neither the name of Salesforce.com nor the names of its contributors |
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# may be used to endorse or promote products derived from this |
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# software without specific prior written permission. |
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# |
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
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# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
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# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS |
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# FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE |
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# COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, |
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# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, |
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# BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS |
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# OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND |
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# ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR |
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# TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE |
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# USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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import os |
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import bz2 |
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import gzip |
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import simplejson |
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import struct |
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def mkdir_p(dirname): |
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'like mkdir -p' |
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if not os.path.exists(dirname): |
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try: |
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os.makedirs(dirname) |
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except OSError as e: |
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if not os.path.exists(dirname): |
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raise e |
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def open_compressed(filename, mode='r'): |
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if 'w' in mode: |
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dirname = os.path.dirname(filename) |
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if dirname: |
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mkdir_p(dirname) |
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if filename.endswith('.bz2'): |
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return bz2.BZ2File(filename, mode.replace('b', '')) |
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elif filename.endswith('.gz'): |
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return gzip.GzipFile(filename, mode) |
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else: |
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return file(filename, mode) |
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def json_dump(data, filename, **kwargs): |
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with open_compressed(filename, 'w') as f: |
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simplejson.dump(data, f, **kwargs) |
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def json_load(filename): |
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with open_compressed(filename, 'rb') as f: |
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return simplejson.load(f) |
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View Code Duplication |
def json_stream_dump(stream, filename, **kwargs): |
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kwargs['separators'] = (',', ':') |
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stream = iter(stream) |
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with open_compressed(filename, 'w') as f: |
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f.write('[') |
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try: |
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item = next(stream) |
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f.write('\n') |
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simplejson.dump(item, f, **kwargs) |
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for item in stream: |
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f.write(',\n') |
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simplejson.dump(item, f, **kwargs) |
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except StopIteration: |
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pass |
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f.write('\n]') |
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View Code Duplication |
def json_costream_dump(filename, **kwargs): |
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kwargs['separators'] = (',', ':') |
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with open_compressed(filename, 'w') as f: |
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f.write('[') |
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try: |
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item = (yield) |
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f.write('\n') |
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simplejson.dump(item, f, **kwargs) |
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while True: |
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item = (yield) |
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f.write(',\n') |
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simplejson.dump(item, f, **kwargs) |
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except GeneratorExit: |
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pass |
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f.write('\n]') |
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class json_stream_load(object): |
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''' |
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Read json data that was created by json_stream_dump or json_costream_dump. |
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Note that this exploits newline formatting in the above dumpers. |
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In particular: |
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- the first line is '[' |
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- intermediate lines are of the form '{},'.format(json_parsable_content) |
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- the penultimate line is of the form '{}'.format(json_parsable_content) |
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- the last line is ']' |
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- there is no trailing whitespace |
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An alternative would be to use ijson to streamingly load arbitrary json |
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files, however in practice this is ~40x slower. |
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''' |
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def __init__(self, filename): |
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self.fd = open_compressed(filename, 'rb') |
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line = self.fd.readline(2) |
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if line != '[\n': |
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raise IOError( |
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'Unhandled format for json_stream_load. ' |
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'Try recreating json file with the compatible ' |
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'json_stream_dump or json_costream_dump.') |
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def __iter__(self): |
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return self |
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def next(self): |
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line = self.fd.readline().rstrip(',\n') |
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if line == ']': |
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self.close() |
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raise StopIteration |
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else: |
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return simplejson.loads(line) |
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def close(self): |
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self.fd.close() |
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def protobuf_stream_write(item, fd): |
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assert isinstance(item, str), item |
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fd.write(struct.pack('<I', len(item))) |
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fd.write(item) |
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def protobuf_stream_read(fd): |
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size_str = fd.read(4) |
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if len(size_str) < 4: |
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raise StopIteration |
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size = struct.unpack('<I', size_str)[0] |
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return fd.read(size) |
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def protobuf_stream_dump(stream, filename): |
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with open_compressed(filename, 'wb') as f: |
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for item in stream: |
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protobuf_stream_write(item, f) |
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class protobuf_stream_load(object): |
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def __init__(self, filename): |
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self.fd = open_compressed(filename, 'rb') |
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def __iter__(self): |
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return self |
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def next(self): |
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return protobuf_stream_read(self.fd) |
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def close(self): |
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self.fd.close() |
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