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aiomas

Asyncio-based, layered networking library providing request-reply channels, RPC, and multi-agent systems.

  • 2.0.1
  • PyPI
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aiomas – A library for multi-agent systems and RPC based on asyncio

.. image:: https://gitlab.com/sscherfke/aiomas/badges/master/pipeline.svg :height: 20px :alt: pipeline status :target: https://gitlab.com/sscherfke/aiomas/commits/master

.. image:: https://gitlab.com/sscherfke/aiomas/badges/master/coverage.svg :height: 20px :alt: coverage report :target: https://gitlab.com/sscherfke/aiomas/commits/master

aiomas is an easy-to-use library for request-reply channels, remote procedure calls (RPC) and multi-agent systems (MAS). It’s written in pure Python on top of asyncio__.

Here are three simple examples that show the different layers of aiomas and what they add on top of each other:

The request-reply channel has the lowest level of abstraction (but already offers more then vanilla asyncio):

.. code-block:: python3

import aiomas

async def handle_client(channel): ... """Handle a client connection.""" ... req = await channel.recv() ... print(req.content) ... await req.reply('cya') ... await channel.close()

async def client(): ... """Client coroutine: Send a greeting to the server and wait for a ... reply.""" ... channel = await aiomas.channel.open_connection(('localhost', 5555)) ... rep = await channel.send('ohai') ... print(rep) ... await channel.close()

server = aiomas.run(aiomas.channel.start_server(('localhost', 5555), handle_client)) aiomas.run(client()) ohai cya server.close() aiomas.run(server.wait_closed())

The RPC layer adds remote procedure calls on top of it:

.. code-block:: python3

import aiomas

class MathServer: ... router = aiomas.rpc.Service() ... ... @router.expose ... def add(self, a, b): ... return a + b ...

async def client(): ... """Client coroutine: Call the server's "add()" method.""" ... rpc_con = await aiomas.rpc.open_connection(('localhost', 5555)) ... rep = await rpc_con.remote.add(3, 4) ... print('What’s 3 + 4?', rep) ... await rpc_con.close()

server = aiomas.run(aiomas.rpc.start_server(('localhost', 5555), MathServer())) aiomas.run(client()) What’s 3 + 4? 7 server.close() aiomas.run(server.wait_closed())

Finally, the agent layer hides some of the boilerplate code required to setup the sockets and allows agent instances to easily talk with each other:

.. code-block:: python3

import aiomas

class TestAgent(aiomas.Agent): ... def init(self, container): ... super().init(container) ... print('Ohai, I am %s' % self) ... ... async def run(self, addr): ... remote_agent = await self.container.connect(addr) ... ret = await remote_agent.service(42) ... print('%s got %s from %s' % (self, ret, remote_agent)) ... ... @aiomas.expose ... def service(self, value): ... return value

c = aiomas.Container.create(('localhost', 5555)) agents = [TestAgent(c) for i in range(2)] Ohai, I am TestAgent('tcp://localhost:5555/0') Ohai, I am TestAgent('tcp://localhost:5555/1') aiomas.run(until=agents[0].run(agents[1].addr)) TestAgent('tcp://localhost:5555/0') got 42 from TestAgentProxy('tcp://localhost:5555/1') c.shutdown()

aiomas is released under the MIT license. It requires Python 3.4 and above and runs on Linux, OS X, and Windows.

__ https://docs.python.org/3/library/asyncio.html

Installation

aiomas requires Python >= 3.6 (or PyPy3 >= 5.10.0). It uses the JSON codec by default and only has pure Python dependencies.

Install aiomas via pip__ by running:

.. code-block:: bash

$ pip install aiomas

You can enable the optional MsgPack__ codec or its Blosc__ compressed version by installing the corresponding features (note, that you need a C compiler to install them):

.. code-block:: bash

$ pip install aiomas[mp] # Enables the MsgPack codec $ pip install aiomas[mpb] # Enables the MsgPack and MsgPackBlosc codecs

__ https://pip.pypa.io/ __ https://pypi.python.org/pypi/msgpack-python/ __ https://pypi.python.org/pypi/blosc/

Features

aiomas just puts three layers of abstraction around raw TCP / unix domain sockets provided by asyncio:

Agents and agent containers: The top-layer provides a simple base class for your own agents. All agents live in a container.

Containers take care of creating agent instances and performing the communication between them.

The container provides a clock for the agents. This clock can either be synchronized with the real (wall-clock) time or be set by an external process (e.g., other simulators).

RPC: The rpc layer implements remote procedure calls which let you call methods on remote objects nearly as if they were normal objects:

Instead of ret = obj.meth(arg) you write ret = await obj.meth(arg).

Request-reply channel: The channel layer is the basis for the rpc layer. It sends JSON__ or MsgPack__ encoded byte strings over TCP or unix domain sockets. It also maps replies (of success or failure) to their corresponding request.

Other features:

  • TLS support for authorization and encrypted communication.

  • Interchangeable and extensible codecs: JSON and MsgPack (the latter optionally compressed with Blosc) are built-in. You can add custom codecs or write (de)serializers for your own objects to extend a codec.

  • Deterministic, emulated sockets: A LocalQueue transport lets you send and receive message in a deterministic and reproducible order within a single process. This helps testing and debugging distributed algorithms.

__ http://www.json.org/ __ http://msgpack.org/

Planned features ^^^^^^^^^^^^^^^^

Some ideas for future releases:

  • Optional automatic re-connect after connection loss

Contribute

Set-up a development environment with:

.. code-block:: bash

$ virtualenv -p which python3 aiomas $ pip install -r requirements-setup.txt

Run the tests with:

.. code-block:: bash

$ pytest $ # or $ tox

Support

License

The project is licensed under the MIT license.

Changelog

2.0.1 – 2017-12-29

  • [CHANGE] Restore support for Python 3.5 so that the docs on Read the Docs build again.

2.0.0 – 2017-12-28

  • [BREAKING] Converted to f-Strings and async/await syntax. The minimum required Python versions are now Python 3.6 and PyPy3 5.10.0.

  • [BREAKING] Removed aiomas.util.async() and aiomas.util.create_task().

  • [CHANGE] Move from Bitbucket and Mercurial to GitLab and Git.

  • [FIX] Adjust to asyncio changes and explicitly pass references to the current event loop where necessary.

You can find information about older versions in the documentation <https://aiomas.readthedocs.io/en/latest/development/changelog.html>_.

Authors

The original author of aiomas is Stefan Scherfke.

The initial development has kindly been supported by OFFIS <www.offis.de/en/>_.

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