============================================================================== API in a nutshell ============================================================================== execnet ad-hoc instantiates local and remote Python interpreters. Each interpreter is accessible through a **Gateway** which manages code and data communication. **Channels** allow to exchange data between the local and the remote end. **Groups** help to manage creation and termination of sub interpreters. .. image:: _static/basic1.png .. currentmodule:: execnet Gateways: bootstrapping Python interpreters =================================================== All Gateways are instantiated via a call to ``makegateway()`` passing it a gateway specification or URL. .. _xspec: .. autofunction:: execnet.makegateway(spec) Here is an example which instantiates a simple Python subprocess:: >>> gateway = execnet.makegateway() gateways allow to `remote execute code`_ and `exchange data`_ bidirectionally. examples for valid gateway specifications ------------------------------------------- * ``ssh=wyvern//python=python3.3//chdir=mycache`` specifies a Python3.3 interpreter on the host ``wyvern``. The remote process will have ``mycache`` as its current working directory. * ``ssh=-p 5000 myhost`` makes execnet pass "-p 5000 myhost" arguments to the underlying ssh client binary, effectively specifying a custom port. * ``vagrant_ssh=default`` makes execnet connect to a Vagrant VM named ``default`` via SSH through Vagrant's ``vagrant ssh`` command. It supports the same additional parameters as regular SSH connections. * ``popen//python=python2.6//nice=20`` specification of a python subprocess using the ``python2.6`` executable which must be discoverable through the system ``PATH``; running with the lowest CPU priority ("nice" level). By default current dir will be the current dir of the instantiator. * ``popen//dont_write_bytecode`` uses the same executable as the current Python, and also passes the ``-B`` flag on startup, which tells Python not write ``.pyc`` or ``.pyo`` files. Note that this only works under CPython 2.6 and newer. * ``popen//env:NAME=value`` specifies a subprocess that uses the same interpreter as the one it is initiated from and additionally remotely sets an environment variable ``NAME`` to ``value``. * ``popen//execmodel=eventlet`` specifies a subprocess that uses the same interpreter as the one it is initiated from but will run the other side using eventlet for handling IO and dispatching threads. * ``socket=192.168.1.4:8888`` specifies a Python Socket server process that listens on ``192.168.1.4:8888`` .. versionadded:: 1.5 * ``vagarant_ssh`` opens a python interpreter via the vagarant ssh command .. _`remote execute code`: remote_exec: execute source code remotely =================================================== .. currentmodule:: execnet.gateway All gateways offer a simple method to execute source code in the instantiated subprocess-interpreter: .. automethod:: Gateway.remote_exec(source) It is allowed to pass a module object as source code in which case it's source code will be obtained and get sent for remote execution. ``remote_exec`` returns a channel object whose symmetric counterpart channel is available to the remotely executing source. .. method:: Gateway.reconfigure([py2str_as_py3str=True, py3str_as_py2str=False]) reconfigures the string-coercion behaviour of the gateway .. _`Channel`: .. _`channel-api`: .. _`exchange data`: Channels: exchanging data with remote code ======================================================= .. currentmodule:: execnet.gateway_base A channel object allows to send and receive data between two asynchronously running programs. .. automethod:: Channel.send(item) .. automethod:: Channel.receive(timeout) .. automethod:: Channel.setcallback(callback, endmarker=_NOENDMARKER) .. automethod:: Channel.makefile(mode, proxyclose=False) .. automethod:: Channel.close(error) .. automethod:: Channel.waitclose(timeout) .. autoattribute:: Channel.RemoteError .. autoattribute:: Channel.TimeoutError .. _Group: Grouped Gateways and robust termination =============================================== .. currentmodule:: execnet.multi All created gateway instances are part of a group. If you call ``execnet.makegateway`` it actually is forwarded to the ``execnet.default_group``. Group objects are container objects (see :doc:`group examples `) and manage the final termination procedure: .. automethod:: Group.terminate(timeout=None) This method is implicitely called for each gateway group at process-exit, using a small timeout. This is fine for interactive sessions or random scripts which you rather like to error out than hang. If you start many processes then you often want to call ``group.terminate()`` yourself and specify a larger or not timeout. threading models: gevent, eventlet, thread =========================================== .. versionadded:: 1.2 (status: experimental!) execnet supports "thread", "eventlet" and "gevent" as thread models on each of the two sides. You need to decide which model to use before you create any gateways:: # content of threadmodel.py import execnet # locally use "eventlet", remotely use "thread" model execnet.set_execmodel("eventlet", "thread") gw = execnet.makegateway() print (gw) print (gw.remote_status()) print (gw.remote_exec("channel.send(1)").receive()) You need to have eventlet installed in your environment and then you can execute this little test file:: $ python threadmodel.py 1 .. note:: With python3 you can (as of December 2013) only use the thread model because neither eventlet-0.14.0 nor gevent-1.0 support Python3. When they start to support Python3, execnet will probably just work because it is itself Python3 compatible. How to execute in the main thread ------------------------------------------------ When the remote side of a gateway uses the 'thread' model, execution will preferably run in the main thread. This allows GUI loops or other code to behave correctly. If you, however, start multiple executions concurrently, they will run in non-main threads. remote_status: get low-level execution info =================================================== .. currentmodule:: execnet.gateway All gateways offer a simple method to obtain some status information from the remote side. .. automethod:: Gateway.remote_status(source) Calling this method tells you e.g. how many execution tasks are queued, how many are executing and how many channels are active. rsync: synchronise filesystem with remote =============================================================== .. currentmodule:: execnet ``execnet`` implements a simple efficient rsyncing protocol. Here is a basic example for using RSync:: rsync = execnet.RSync('/tmp/source') gw = execnet.makegateway() rsync.add_target(gw, '/tmp/dest') rsync.send() And here is API info about the RSync class. .. autoclass:: RSync :members: add_target,send Debugging execnet =============================================================== By setting the environment variable ``EXECNET_DEBUG`` you can configure a tracing mechanism: :EXECNET_DEBUG=1: write per-process trace-files to ``execnet-debug-PID`` :EXECNET_DEUBG=2: perform tracing to stderr (popen-gateway slaves will send this to their instantiator) .. _`dumps/loads`: .. _`dumps/loads API`: cross-interpreter serialization of python objects ======================================================= .. versionadded:: 1.1 Execnet exposes a function pair which you can safely use to store and load values from different Python interpreters (e.g. Python2 and Python3, PyPy and Jython). Here is a basic example:: >>> import execnet >>> dump = execnet.dumps([1,2,3]) >>> execnet.loads(dump) [1,2,3] For more examples see :ref:`dumps/loads examples`. .. autofunction:: execnet.dumps(spec) .. autofunction:: execnet.loads(spec)