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- ======================
- MessagePack for Python
- ======================
-
- .. image:: https://travis-ci.org/msgpack/msgpack-python.svg?branch=master
- :target: https://travis-ci.org/msgpack/msgpack-python
- :alt: Build Status
-
- .. image:: https://readthedocs.org/projects/msgpack-python/badge/?version=latest
- :target: https://msgpack-python.readthedocs.io/en/latest/?badge=latest
- :alt: Documentation Status
-
-
- What's this
- -----------
-
- `MessagePack <https://msgpack.org/>`_ is an efficient binary serialization format.
- It lets you exchange data among multiple languages like JSON.
- But it's faster and smaller.
- This package provides CPython bindings for reading and writing MessagePack data.
-
-
- Very important notes for existing users
- ---------------------------------------
-
- PyPI package name
- ^^^^^^^^^^^^^^^^^
-
- TL;DR: When upgrading from msgpack-0.4 or earlier, don't do `pip install -U msgpack-python`.
- Do `pip uninstall msgpack-python; pip install msgpack` instead.
-
- Package name on PyPI was changed to msgpack from 0.5.
- I upload transitional package (msgpack-python 0.5 which depending on msgpack)
- for smooth transition from msgpack-python to msgpack.
-
- Sadly, this doesn't work for upgrade install. After `pip install -U msgpack-python`,
- msgpack is removed and `import msgpack` fail.
-
-
- Deprecating encoding option
- ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
- encoding and unicode_errors options are deprecated.
-
- In case of packer, use UTF-8 always. Storing other than UTF-8 is not recommended.
-
- For backward compatibility, you can use ``use_bin_type=False`` and pack ``bytes``
- object into msgpack raw type.
-
- In case of unpacker, there is new ``raw`` option. It is ``True`` by default
- for backward compatibility, but it is changed to ``False`` in near future.
- You can use ``raw=False`` instead of ``encoding='utf-8'``.
-
- Planned backward incompatible changes
- ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
- When msgpack 1.0, I planning these breaking changes:
-
- * packer and unpacker: Remove ``encoding`` and ``unicode_errors`` option.
- * packer: Change default of ``use_bin_type`` option from False to True.
- * unpacker: Change default of ``raw`` option from True to False.
- * unpacker: Reduce all ``max_xxx_len`` options for typical usage.
- * unpacker: Remove ``write_bytes`` option from all methods.
-
- To avoid these breaking changes breaks your application, please:
-
- * Don't use deprecated options.
- * Pass ``use_bin_type`` and ``raw`` options explicitly.
- * If your application handle large (>1MB) data, specify ``max_xxx_len`` options too.
-
-
- Install
- -------
-
- ::
-
- $ pip install msgpack
-
- PyPy
- ^^^^
-
- msgpack provides a pure Python implementation. PyPy can use this.
-
- Windows
- ^^^^^^^
-
- When you can't use a binary distribution, you need to install Visual Studio
- or Windows SDK on Windows.
- Without extension, using pure Python implementation on CPython runs slowly.
-
- For Python 2.7, `Microsoft Visual C++ Compiler for Python 2.7 <https://www.microsoft.com/en-us/download/details.aspx?id=44266>`_
- is recommended solution.
-
- For Python 3.5, `Microsoft Visual Studio 2015 <https://www.visualstudio.com/en-us/products/vs-2015-product-editions.aspx>`_
- Community Edition or Express Edition can be used to build extension module.
-
-
- How to use
- ----------
-
- One-shot pack & unpack
- ^^^^^^^^^^^^^^^^^^^^^^
-
- Use ``packb`` for packing and ``unpackb`` for unpacking.
- msgpack provides ``dumps`` and ``loads`` as an alias for compatibility with
- ``json`` and ``pickle``.
-
- ``pack`` and ``dump`` packs to a file-like object.
- ``unpack`` and ``load`` unpacks from a file-like object.
-
- .. code-block:: pycon
-
- >>> import msgpack
- >>> msgpack.packb([1, 2, 3], use_bin_type=True)
- '\x93\x01\x02\x03'
- >>> msgpack.unpackb(_, raw=False)
- [1, 2, 3]
-
- ``unpack`` unpacks msgpack's array to Python's list, but can also unpack to tuple:
-
- .. code-block:: pycon
-
- >>> msgpack.unpackb(b'\x93\x01\x02\x03', use_list=False, raw=False)
- (1, 2, 3)
-
- You should always specify the ``use_list`` keyword argument for backward compatibility.
- See performance issues relating to `use_list option`_ below.
-
- Read the docstring for other options.
-
-
- Streaming unpacking
- ^^^^^^^^^^^^^^^^^^^
-
- ``Unpacker`` is a "streaming unpacker". It unpacks multiple objects from one
- stream (or from bytes provided through its ``feed`` method).
-
- .. code-block:: python
-
- import msgpack
- from io import BytesIO
-
- buf = BytesIO()
- for i in range(100):
- buf.write(msgpack.packb(range(i), use_bin_type=True))
-
- buf.seek(0)
-
- unpacker = msgpack.Unpacker(buf, raw=False)
- for unpacked in unpacker:
- print(unpacked)
-
-
- Packing/unpacking of custom data type
- ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
- It is also possible to pack/unpack custom data types. Here is an example for
- ``datetime.datetime``.
-
- .. code-block:: python
-
- import datetime
- import msgpack
-
- useful_dict = {
- "id": 1,
- "created": datetime.datetime.now(),
- }
-
- def decode_datetime(obj):
- if b'__datetime__' in obj:
- obj = datetime.datetime.strptime(obj["as_str"], "%Y%m%dT%H:%M:%S.%f")
- return obj
-
- def encode_datetime(obj):
- if isinstance(obj, datetime.datetime):
- return {'__datetime__': True, 'as_str': obj.strftime("%Y%m%dT%H:%M:%S.%f")}
- return obj
-
-
- packed_dict = msgpack.packb(useful_dict, default=encode_datetime, use_bin_type=True)
- this_dict_again = msgpack.unpackb(packed_dict, object_hook=decode_datetime, raw=False)
-
- ``Unpacker``'s ``object_hook`` callback receives a dict; the
- ``object_pairs_hook`` callback may instead be used to receive a list of
- key-value pairs.
-
-
- Extended types
- ^^^^^^^^^^^^^^
-
- It is also possible to pack/unpack custom data types using the **ext** type.
-
- .. code-block:: pycon
-
- >>> import msgpack
- >>> import array
- >>> def default(obj):
- ... if isinstance(obj, array.array) and obj.typecode == 'd':
- ... return msgpack.ExtType(42, obj.tostring())
- ... raise TypeError("Unknown type: %r" % (obj,))
- ...
- >>> def ext_hook(code, data):
- ... if code == 42:
- ... a = array.array('d')
- ... a.fromstring(data)
- ... return a
- ... return ExtType(code, data)
- ...
- >>> data = array.array('d', [1.2, 3.4])
- >>> packed = msgpack.packb(data, default=default, use_bin_type=True)
- >>> unpacked = msgpack.unpackb(packed, ext_hook=ext_hook, raw=False)
- >>> data == unpacked
- True
-
-
- Advanced unpacking control
- ^^^^^^^^^^^^^^^^^^^^^^^^^^
-
- As an alternative to iteration, ``Unpacker`` objects provide ``unpack``,
- ``skip``, ``read_array_header`` and ``read_map_header`` methods. The former two
- read an entire message from the stream, respectively de-serialising and returning
- the result, or ignoring it. The latter two methods return the number of elements
- in the upcoming container, so that each element in an array, or key-value pair
- in a map, can be unpacked or skipped individually.
-
- Each of these methods may optionally write the packed data it reads to a
- callback function:
-
- .. code-block:: python
-
- from io import BytesIO
-
- def distribute(unpacker, get_worker):
- nelems = unpacker.read_map_header()
- for i in range(nelems):
- # Select a worker for the given key
- key = unpacker.unpack()
- worker = get_worker(key)
-
- # Send the value as a packed message to worker
- bytestream = BytesIO()
- unpacker.skip(bytestream.write)
- worker.send(bytestream.getvalue())
-
-
- Notes
- -----
-
- string and binary type
- ^^^^^^^^^^^^^^^^^^^^^^
-
- Early versions of msgpack didn't distinguish string and binary types (like Python 1).
- The type for representing both string and binary types was named **raw**.
-
- For backward compatibility reasons, msgpack-python will still default all
- strings to byte strings, unless you specify the ``use_bin_type=True`` option in
- the packer. If you do so, it will use a non-standard type called **bin** to
- serialize byte arrays, and **raw** becomes to mean **str**. If you want to
- distinguish **bin** and **raw** in the unpacker, specify ``raw=False``.
-
- Note that Python 2 defaults to byte-arrays over Unicode strings:
-
- .. code-block:: pycon
-
- >>> import msgpack
- >>> msgpack.unpackb(msgpack.packb([b'spam', u'eggs']))
- ['spam', 'eggs']
- >>> msgpack.unpackb(msgpack.packb([b'spam', u'eggs'], use_bin_type=True),
- raw=False)
- ['spam', u'eggs']
-
- This is the same code in Python 3 (same behaviour, but Python 3 has a
- different default):
-
- .. code-block:: pycon
-
- >>> import msgpack
- >>> msgpack.unpackb(msgpack.packb([b'spam', u'eggs']))
- [b'spam', b'eggs']
- >>> msgpack.unpackb(msgpack.packb([b'spam', u'eggs'], use_bin_type=True),
- raw=False)
- [b'spam', 'eggs']
-
-
- ext type
- ^^^^^^^^
-
- To use the **ext** type, pass ``msgpack.ExtType`` object to packer.
-
- .. code-block:: pycon
-
- >>> import msgpack
- >>> packed = msgpack.packb(msgpack.ExtType(42, b'xyzzy'))
- >>> msgpack.unpackb(packed)
- ExtType(code=42, data='xyzzy')
-
- You can use it with ``default`` and ``ext_hook``. See below.
-
-
- Note about performance
- ----------------------
-
- GC
- ^^
-
- CPython's GC starts when growing allocated object.
- This means unpacking may cause useless GC.
- You can use ``gc.disable()`` when unpacking large message.
-
- use_list option
- ^^^^^^^^^^^^^^^
-
- List is the default sequence type of Python.
- But tuple is lighter than list.
- You can use ``use_list=False`` while unpacking when performance is important.
-
- Python's dict can't use list as key and MessagePack allows array for key of mapping.
- ``use_list=False`` allows unpacking such message.
- Another way to unpacking such object is using ``object_pairs_hook``.
-
-
- Development
- -----------
-
- Test
- ^^^^
-
- MessagePack uses `pytest` for testing.
- Run test with following command:
-
- $ make test
-
-
- ..
- vim: filetype=rst
-
-
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