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IPEP 21: Widget Messages
| Status | Implemented |
| Author | Min RK <[email protected]> |
| Created | September 11, 2013 |
| Updated | September 25, 2013 |
Adding communication for use in interactive widgets. Note that this does not specify anything about widgets themselves, it only creates the basic plumbing for communication.
IPython has a message specification for the Frontend (Javascript, etc.) to communicate with the Kernel and vice versa. We want developers to be able to build their own interactive tools on top of IPython by providing an API for creating a pair of objects - one Kernel-side, one Frontend-side - and facilitating their communication, and a messaging specification, so that these can be implemented in Kernels other than the one provided in IPython.
This proposal includes message types for dispatching messages to particular communicators, each of which has a unique ID. This should allow developers to set up communication between their own Kernel and Frontend-side objects.
In general, these messages are one-way with no reply.
Kernels send messages to frontends on IOPub, and frontends send messages to Kernels on Shell.
All new messages have a data key, which is any JSONable dictionary.
Essentially, this dictionary allows any widget developer to define their own message specification
for their objects to communicate with each other, without risk of message type or API collision.
Creating a communication pipe can be done on either side,
and doing so produces produces a comm_open message.
{
'comm_id' : 'u-u-i-d',
'target_name' : 'some_key',
'data' : {}
}
When one of these messages is received, the recipient should open a new Comm with matching comm_id.
The target_name key is used to trigger some event when the Comm is opened,
such as instantiating a peer Widget.
If comm creation fails, a comm_close message should be sent,
because no Comm should exist without its peer.
Every Comm has a unique ID, shared only with its counterpart.
The data key can be any extra JSON information used in initialization of the Comm.
This is the primary method for peers to communicate. Comm messages are one-way communications, which can be used to update state, either on the Kernel or the frontend side. Both sides can send these messages to the other.
The kernel sends these messages on the IOPub channel, and the frontend sends them on the Shell channel.
There are no expected replies (of course, one side can send another comm_msg in reply).
Message type: comm_msg:
{
'comm_id' : 'u-u-i-d',
'data' : {}
}
Since Comms live on both sides, when one comm is closed the other side must be notified.
This is done with a comm_close message,
which can come from either side via IOPub or Shell.
Message type: comm_close:
{
'comm_id' : 'u-u-i-d',
'data' : {}
}
Since these messages allow the execution of arbitrary third party code, they should have some similarity in their context to the handling of executions. In particular:
- When entering a
comm_handler, abusystatus message should be published. - When finishing a
comm_handler, anidlestatus message should be published. - Display messages sent as a result of the
comm_msgshould have thecomm_msgheader as the parent.
This includes specification for the API of the Python and Javascript implementations of these messages. It is recommended that any Kernel implementation follow suit as appropriate for the language, but only the message specification is necessary.
Both the Javascript and Python sides have two basic objects:
- Comm
- CommManager
There will be a base class for Comms on both sides.
Each Comm instance has a comm_id, and a counterpart on the other side.
When an object opens a Comm, it should pass a target_name argument,
a string key used to identify the handler for the other side.
Each Comm has six primary methods:
-
open(data?), which sends acomm_openmessage -
send(data), which sends acomm_msgmessage -
close(data?), which sends acomm_closemessage -
on_msg(callback), register a callback for when acomm_msgmessage arrives -
on_close(callback), register a callback for when acomm_closemessage arrives
Note that the callbacks you register will receive the full message, while the sending methods only accept the data key, allowing the Comm object to construct the rest of the message.
To register a callback for handling messages in Python:
Python:
comm.on_msg(callback)or Javascript:
comm.on_msg(callback);
// or to bind a method as a callback
comm.on_msg($.proxy(obj.callback_method, obj));This is the basic encapsulation of communication between the Frontend and the Kernel.
On the Javascript side, comm.send accepts callbacks, just like kernel.execute,
which allows dispatch of display messages:
comm.send({key: value}, {output: $.proxy(some_output_area.handle_output, some_output_area)});Question: Should open/close get a data key? When I have implemented these,
open and close are called by __init__ and __del__, which means there is no easy mechanism
to pass arguments to open and close (other than private attributes).
The CommManager maintains a mapping of comm_id to Comm instance. To add a comm to the mapping, use:
comm_id = CommManager.register_comm(comm)
CommManagers also maintain a mapping of target_name to functions,
used for handling the creation of user objects attached to the new comm.
Typically, these would be constructors for Widget counterparts.
In general, a comm that is created directly by user code is called primary,
and its counterpart whose creation is triggered by a comm_open message
is called secondary.
The target function will be passed two arguments: the connected Comm instance,
and the comm_open message that opened the Comm.
To register a target function, use:
CommManager.register_target('target_name', MyCommClass)
This mechanism determines what objects can be created from the other side via secondary comms, and functions as a whitelist.
For instance, a Javascript plugin that defines a new widget will need to call this before anything can be hooked up:
IPython.comm_manager.register_target('mywidget', my_js_func);
The IPython Kernel equivalent where the Kernel-side object is secondary would be:
get_ipython().comm_manager.register_target('mywidget', MyWidget)
Where MyWidget is just a class, whose constructor takes exactly two arguments.
The CommManager has a method for each message type registered as a handler
(CommManager.comm_msg(msg), etc.).
The Kernel-side manager registers them on the Shell channel,
and the Frontend manager registers them on the IOPub channel.
Any time a comm message arrives, it is dispatched to the appropriate Comm instance
in the mapping, identified by the comm_id key in the message content.
The Comm's handle_foo method then dispatches the data dict from the message to the registered callback,
if any.
In IPython, instantiating a Comm automatically registers the instance with the CommManager,
and sends the comm_open message on the IOPub channel.
So as soon as you have a Comm instance, it is ready to use.
Each Widget HAS A Comm. Comms are simple and generic - when you develop a Widget, it should HAVE A Comm, and use it for communicating with its counterpart on the other side. Comms are not subclassed.
Since we do not yet have a mechanism for storing this kind of state in the notebook document,
reloading the page will close the Javascript-side instances of all comms,
but the Kernel-side instances will all remain without their peers.
Restarting the Kernel does the same, in reverse.
Re-sending comm_open messages for all extant Comms should re-establish connections,
so perhaps there should be an API call on either side that does this.
Since this is inherently reply-less and asynchronous,
one pattern that may be desirable that will not be easily implemented with this architecture
is the Kernel asking the Frontend a question and waiting for the response.
For instance, raw_input could not easily be implemented with this architecture,
because if the Python call is blocking waiting for a reply,
the reply will never come because it is blocking the handler that will receive the reply.