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        "author": "Ali Ghaffaari",
        "author_email": "ali.ghaffaari@mpi-inf.mpg.de",
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            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
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        "description": "[![Build Status](https://img.shields.io/travis/cartoonist/pystream-protobuf.svg?style=flat-square)](https://travis-ci.org/cartoonist/pystream-protobuf)\n[![PyPI Release](https://img.shields.io/pypi/v/pystream-protobuf.svg?style=flat-square)](https://pypi.python.org/pypi/pystream-protobuf)\n[![PyPI Status](https://img.shields.io/pypi/status/pystream-protobuf.svg?style=flat-square)](https://pypi.python.org/pypi/pystream-protobuf)\n[![Python](https://img.shields.io/pypi/pyversions/pystream-protobuf.svg?style=flat-square)](https://www.python.org/download/releases/3.0/)\n[![License](https://img.shields.io/pypi/l/pystream-protobuf.svg?style=flat-square)](https://github.com/cartoonist/pystream-protobuf/blob/master/LICENSE)\n\n# pyStream\nPython implementation of [stream library](https://github.com/vgteam/stream). It\nenables stream processing of protobuf messages; i.e. multiple protobuf messages\ncan be written (read) into (from) a stream by using this library.  It can be\nused for parsing all files encoded by stream library and writing protobuf\ninstances into a file by the same encoding. Refer to the library\n[GitHub page](https://github.com/vgteam/stream) for more information about\nformatting.\n\n## Installation\nYou can install pyStream using `pip`:\n\n    pip install pystream-protobuf\n\n## Usage\n\n### Reading\nHere is a sample code to read a file containing a set of protobuf messages (here\nis a set of [VG](https://github.com/vgteam/vg)'s Alignment objects, so-called\nGAM file, defined [here](https://github.com/vgteam/vg/blob/master/src/vg.proto)).\nThe Alignment class is just an example and it can be any protobuf message.\nIt yields the protobuf objects stored in the file:\n\n```python\nimport stream\nimport vg_pb2\n\nalns = [a for a in stream.parse('test.gam', vg_pb2.Alignment)]\n```\n\nInstead of file path, an input stream can be passed to the method `parse`:\n\n```python\nimport stream\nimport vg_pb2\n\n# ... an already existing file-like object `f` as input stream.\nalns = [a for a in stream.parse(f, vg_pb2.Alignment)]\n```\n\nIn order to have more control over opening the stream and reading data, the\nlower-level method `open` can be used:\n\n```python\nimport stream\nimport vg_pb2\n\nalns_list = []\nwith stream.open('test.gam', 'rb') as istream:\n    for data in istream:\n        aln = vg_pb2.Alignment()\n        aln.ParseFromString(data)\n        alns_list.append(aln)\n```\n\nThe stream can be closed by calling `close` method explicitly, in which case the\nstream is opened without using `with` statement (see more examples in the test\npackage).\n\nThe method `open` is not restricted to files, as it can be used for any binary\nstream. It can be done by passing file object rather than file name to method\n`open` or directly to `Stream` class:\n\n```python\n# ... an already existing file-like object `f` as input stream.\nwith stream.open(fileobj=f, mode='rb') as istream:\n# ... continue using istream\n```\n\n### Writing\nMultiple protobuf objects can be written into a file or any output stream by\ncalling `dump` function. An example of writing a list of Alignment objects to a\nfile named `test.gam`:\n\n```python\nimport stream\n\nstream.dump('test.gam', *objects_list, buffer_size=10)\n```\n\nIf writing to an existing output stream is desired, the `dump` method accepts any\nfile-like object as output stream:\n\n```python\nimport stream\n\n# ... an already existing file-like object `f` as input stream.\nstream.dump('test.gam', *objects_list, buffer_size=10)\n```\n\nOr using `open` method for lower-level control. This example *appends* a set of\nmessages to the output stream:\n\n```python\nimport stream\n\nwith stream.open('test.gam', 'ab') as ostream:\n    ostream.write(*objects_list)\n    ostream.write(*another_objects_list)\n```\n\nSimilar to reading, `open` method accepts `fileobj` argument for any output\nstream and the stream can be closed by explicitly calling `close`;\nparticularly when the stream is opened without using `with` statement.\n\n## More features\n\n### Optional GZip compression\nThe streams encoded by [Stream library](https://github.com/vgteam/stream) is\nGZip compressed. The compression can be disabled by passing `gzip=False` when\nopening an stream.\n\n### Buffered write\nBy default, all protobuf message objects provided on each call are written in a\ngroup of messages (see [Stream library](https://github.com/vgteam/stream) for\nencoding details). The messages can be buffered and write to the stream in a\ngroup of fixed size whenever possible. The size of the buffer can be set by\nkeyword argument `buffer_size` to `open`, `dump` methods or when Stream class is\nconstructed (default size is 0 --- means no buffer).\n\n### Grouping message\nMessages can be grouped in varied size when writing to a stream by setting\nbuffer size sufficiently large or infinity (-1) and calling `flush` method\nof Stream class whenever desired.\n\n### Group delimiter\nGroup of objects can be separated by a delimiter of the choice (or by default\n`None`) when reading from a stream. Sometimes, it can help to identify the end\nof a group which is hidden from the library user by default. This feature can be\nenable by setting `group_delimiter` to `True` when constructing a Stream\ninstance or opening a stream. The delimiter class can also be specified by\n`delimiter_cls`.\n\n## Development\nIn case, you work with the source code and need to build the package:\n\n    python setup.py build\n\nThe proto file in the test module required to be compiled before running test\ncases. To do so, it is required to have Google protobuf compiler (>=3.0.2)\ninstalled. After installing protobuf compiler, run:\n\n    make init\n\nto compile proto files required for test module. Then, use `nosetests` command\nof the setup script to execute test cases:\n\n    python setup.py nosetests\n\n\n\n",
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