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1 .. _messaging:
1 .. _messaging:
2
2
3 ======================
3 ======================
4 Messaging in IPython
4 Messaging in IPython
5 ======================
5 ======================
6
6
7
7
8 Versioning
8 Versioning
9 ==========
9 ==========
10
10
11 The IPython message specification is versioned independently of IPython.
11 The IPython message specification is versioned independently of IPython.
12 The current version of the specification is 4.1.
12 The current version of the specification is 4.1.
13
13
14
14
15 Introduction
15 Introduction
16 ============
16 ============
17
17
18 This document explains the basic communications design and messaging
18 This document explains the basic communications design and messaging
19 specification for how the various IPython objects interact over a network
19 specification for how the various IPython objects interact over a network
20 transport. The current implementation uses the ZeroMQ_ library for messaging
20 transport. The current implementation uses the ZeroMQ_ library for messaging
21 within and between hosts.
21 within and between hosts.
22
22
23 .. Note::
23 .. Note::
24
24
25 This document should be considered the authoritative description of the
25 This document should be considered the authoritative description of the
26 IPython messaging protocol, and all developers are strongly encouraged to
26 IPython messaging protocol, and all developers are strongly encouraged to
27 keep it updated as the implementation evolves, so that we have a single
27 keep it updated as the implementation evolves, so that we have a single
28 common reference for all protocol details.
28 common reference for all protocol details.
29
29
30 The basic design is explained in the following diagram:
30 The basic design is explained in the following diagram:
31
31
32 .. image:: figs/frontend-kernel.png
32 .. image:: figs/frontend-kernel.png
33 :width: 450px
33 :width: 450px
34 :alt: IPython kernel/frontend messaging architecture.
34 :alt: IPython kernel/frontend messaging architecture.
35 :align: center
35 :align: center
36 :target: ../_images/frontend-kernel.png
36 :target: ../_images/frontend-kernel.png
37
37
38 A single kernel can be simultaneously connected to one or more frontends. The
38 A single kernel can be simultaneously connected to one or more frontends. The
39 kernel has three sockets that serve the following functions:
39 kernel has three sockets that serve the following functions:
40
40
41 1. stdin: this ROUTER socket is connected to all frontends, and it allows
41 1. stdin: this ROUTER socket is connected to all frontends, and it allows
42 the kernel to request input from the active frontend when :func:`raw_input` is called.
42 the kernel to request input from the active frontend when :func:`raw_input` is called.
43 The frontend that executed the code has a DEALER socket that acts as a 'virtual keyboard'
43 The frontend that executed the code has a DEALER socket that acts as a 'virtual keyboard'
44 for the kernel while this communication is happening (illustrated in the
44 for the kernel while this communication is happening (illustrated in the
45 figure by the black outline around the central keyboard). In practice,
45 figure by the black outline around the central keyboard). In practice,
46 frontends may display such kernel requests using a special input widget or
46 frontends may display such kernel requests using a special input widget or
47 otherwise indicating that the user is to type input for the kernel instead
47 otherwise indicating that the user is to type input for the kernel instead
48 of normal commands in the frontend.
48 of normal commands in the frontend.
49
49
50 2. Shell: this single ROUTER socket allows multiple incoming connections from
50 2. Shell: this single ROUTER socket allows multiple incoming connections from
51 frontends, and this is the socket where requests for code execution, object
51 frontends, and this is the socket where requests for code execution, object
52 information, prompts, etc. are made to the kernel by any frontend. The
52 information, prompts, etc. are made to the kernel by any frontend. The
53 communication on this socket is a sequence of request/reply actions from
53 communication on this socket is a sequence of request/reply actions from
54 each frontend and the kernel.
54 each frontend and the kernel.
55
55
56 3. IOPub: this socket is the 'broadcast channel' where the kernel publishes all
56 3. IOPub: this socket is the 'broadcast channel' where the kernel publishes all
57 side effects (stdout, stderr, etc.) as well as the requests coming from any
57 side effects (stdout, stderr, etc.) as well as the requests coming from any
58 client over the shell socket and its own requests on the stdin socket. There
58 client over the shell socket and its own requests on the stdin socket. There
59 are a number of actions in Python which generate side effects: :func:`print`
59 are a number of actions in Python which generate side effects: :func:`print`
60 writes to ``sys.stdout``, errors generate tracebacks, etc. Additionally, in
60 writes to ``sys.stdout``, errors generate tracebacks, etc. Additionally, in
61 a multi-client scenario, we want all frontends to be able to know what each
61 a multi-client scenario, we want all frontends to be able to know what each
62 other has sent to the kernel (this can be useful in collaborative scenarios,
62 other has sent to the kernel (this can be useful in collaborative scenarios,
63 for example). This socket allows both side effects and the information
63 for example). This socket allows both side effects and the information
64 about communications taking place with one client over the shell channel
64 about communications taking place with one client over the shell channel
65 to be made available to all clients in a uniform manner.
65 to be made available to all clients in a uniform manner.
66
66
67 All messages are tagged with enough information (details below) for clients
67 All messages are tagged with enough information (details below) for clients
68 to know which messages come from their own interaction with the kernel and
68 to know which messages come from their own interaction with the kernel and
69 which ones are from other clients, so they can display each type
69 which ones are from other clients, so they can display each type
70 appropriately.
70 appropriately.
71
71
72 The actual format of the messages allowed on each of these channels is
72 The actual format of the messages allowed on each of these channels is
73 specified below. Messages are dicts of dicts with string keys and values that
73 specified below. Messages are dicts of dicts with string keys and values that
74 are reasonably representable in JSON. Our current implementation uses JSON
74 are reasonably representable in JSON. Our current implementation uses JSON
75 explicitly as its message format, but this shouldn't be considered a permanent
75 explicitly as its message format, but this shouldn't be considered a permanent
76 feature. As we've discovered that JSON has non-trivial performance issues due
76 feature. As we've discovered that JSON has non-trivial performance issues due
77 to excessive copying, we may in the future move to a pure pickle-based raw
77 to excessive copying, we may in the future move to a pure pickle-based raw
78 message format. However, it should be possible to easily convert from the raw
78 message format. However, it should be possible to easily convert from the raw
79 objects to JSON, since we may have non-python clients (e.g. a web frontend).
79 objects to JSON, since we may have non-python clients (e.g. a web frontend).
80 As long as it's easy to make a JSON version of the objects that is a faithful
80 As long as it's easy to make a JSON version of the objects that is a faithful
81 representation of all the data, we can communicate with such clients.
81 representation of all the data, we can communicate with such clients.
82
82
83 .. Note::
83 .. Note::
84
84
85 Not all of these have yet been fully fleshed out, but the key ones are, see
85 Not all of these have yet been fully fleshed out, but the key ones are, see
86 kernel and frontend files for actual implementation details.
86 kernel and frontend files for actual implementation details.
87
87
88 General Message Format
88 General Message Format
89 ======================
89 ======================
90
90
91 A message is defined by the following four-dictionary structure::
91 A message is defined by the following four-dictionary structure::
92
92
93 {
93 {
94 # The message header contains a pair of unique identifiers for the
94 # The message header contains a pair of unique identifiers for the
95 # originating session and the actual message id, in addition to the
95 # originating session and the actual message id, in addition to the
96 # username for the process that generated the message. This is useful in
96 # username for the process that generated the message. This is useful in
97 # collaborative settings where multiple users may be interacting with the
97 # collaborative settings where multiple users may be interacting with the
98 # same kernel simultaneously, so that frontends can label the various
98 # same kernel simultaneously, so that frontends can label the various
99 # messages in a meaningful way.
99 # messages in a meaningful way.
100 'header' : {
100 'header' : {
101 'msg_id' : uuid,
101 'msg_id' : uuid,
102 'username' : str,
102 'username' : str,
103 'session' : uuid,
103 'session' : uuid,
104 # All recognized message type strings are listed below.
104 # All recognized message type strings are listed below.
105 'msg_type' : str,
105 'msg_type' : str,
106 # the message protocol version
107 'version' : '5.0.0',
106 },
108 },
107
109
108 # In a chain of messages, the header from the parent is copied so that
110 # In a chain of messages, the header from the parent is copied so that
109 # clients can track where messages come from.
111 # clients can track where messages come from.
110 'parent_header' : dict,
112 'parent_header' : dict,
111
113
112 # Any metadata associated with the message.
114 # Any metadata associated with the message.
113 'metadata' : dict,
115 'metadata' : dict,
114
116
115 # The actual content of the message must be a dict, whose structure
117 # The actual content of the message must be a dict, whose structure
116 # depends on the message type.
118 # depends on the message type.
117 'content' : dict,
119 'content' : dict,
118 }
120 }
119
121
120 The Wire Protocol
122 The Wire Protocol
121 =================
123 =================
122
124
123
125
124 This message format exists at a high level,
126 This message format exists at a high level,
125 but does not describe the actual *implementation* at the wire level in zeromq.
127 but does not describe the actual *implementation* at the wire level in zeromq.
126 The canonical implementation of the message spec is our :class:`~IPython.kernel.zmq.session.Session` class.
128 The canonical implementation of the message spec is our :class:`~IPython.kernel.zmq.session.Session` class.
127
129
128 .. note::
130 .. note::
129
131
130 This section should only be relevant to non-Python consumers of the protocol.
132 This section should only be relevant to non-Python consumers of the protocol.
131 Python consumers should simply import and use IPython's own implementation of the wire protocol
133 Python consumers should simply import and use IPython's own implementation of the wire protocol
132 in the :class:`IPython.kernel.zmq.session.Session` object.
134 in the :class:`IPython.kernel.zmq.session.Session` object.
133
135
134 Every message is serialized to a sequence of at least six blobs of bytes:
136 Every message is serialized to a sequence of at least six blobs of bytes:
135
137
136 .. sourcecode:: python
138 .. sourcecode:: python
137
139
138 [
140 [
139 b'u-u-i-d', # zmq identity(ies)
141 b'u-u-i-d', # zmq identity(ies)
140 b'<IDS|MSG>', # delimiter
142 b'<IDS|MSG>', # delimiter
141 b'baddad42', # HMAC signature
143 b'baddad42', # HMAC signature
142 b'{header}', # serialized header dict
144 b'{header}', # serialized header dict
143 b'{parent_header}', # serialized parent header dict
145 b'{parent_header}', # serialized parent header dict
144 b'{metadata}', # serialized metadata dict
146 b'{metadata}', # serialized metadata dict
145 b'{content}, # serialized content dict
147 b'{content}, # serialized content dict
146 b'blob', # extra raw data buffer(s)
148 b'blob', # extra raw data buffer(s)
147 ...
149 ...
148 ]
150 ]
149
151
150 The front of the message is the ZeroMQ routing prefix,
152 The front of the message is the ZeroMQ routing prefix,
151 which can be zero or more socket identities.
153 which can be zero or more socket identities.
152 This is every piece of the message prior to the delimiter key ``<IDS|MSG>``.
154 This is every piece of the message prior to the delimiter key ``<IDS|MSG>``.
153 In the case of IOPub, there should be just one prefix component,
155 In the case of IOPub, there should be just one prefix component,
154 which is the topic for IOPub subscribers, e.g. ``pyout``, ``display_data``.
156 which is the topic for IOPub subscribers, e.g. ``execute_result``, ``display_data``.
155
157
156 .. note::
158 .. note::
157
159
158 In most cases, the IOPub topics are irrelevant and completely ignored,
160 In most cases, the IOPub topics are irrelevant and completely ignored,
159 because frontends just subscribe to all topics.
161 because frontends just subscribe to all topics.
160 The convention used in the IPython kernel is to use the msg_type as the topic,
162 The convention used in the IPython kernel is to use the msg_type as the topic,
161 and possibly extra information about the message, e.g. ``pyout`` or ``stream.stdout``
163 and possibly extra information about the message, e.g. ``execute_result`` or ``stream.stdout``
162
164
163 After the delimiter is the `HMAC`_ signature of the message, used for authentication.
165 After the delimiter is the `HMAC`_ signature of the message, used for authentication.
164 If authentication is disabled, this should be an empty string.
166 If authentication is disabled, this should be an empty string.
165 By default, the hashing function used for computing these signatures is sha256.
167 By default, the hashing function used for computing these signatures is sha256.
166
168
167 .. _HMAC: http://en.wikipedia.org/wiki/HMAC
169 .. _HMAC: http://en.wikipedia.org/wiki/HMAC
168
170
169 .. note::
171 .. note::
170
172
171 To disable authentication and signature checking,
173 To disable authentication and signature checking,
172 set the `key` field of a connection file to an empty string.
174 set the `key` field of a connection file to an empty string.
173
175
174 The signature is the HMAC hex digest of the concatenation of:
176 The signature is the HMAC hex digest of the concatenation of:
175
177
176 - A shared key (typically the ``key`` field of a connection file)
178 - A shared key (typically the ``key`` field of a connection file)
177 - The serialized header dict
179 - The serialized header dict
178 - The serialized parent header dict
180 - The serialized parent header dict
179 - The serialized metadata dict
181 - The serialized metadata dict
180 - The serialized content dict
182 - The serialized content dict
181
183
182 In Python, this is implemented via:
184 In Python, this is implemented via:
183
185
184 .. sourcecode:: python
186 .. sourcecode:: python
185
187
186 # once:
188 # once:
187 digester = HMAC(key, digestmod=hashlib.sha256)
189 digester = HMAC(key, digestmod=hashlib.sha256)
188
190
189 # for each message
191 # for each message
190 d = digester.copy()
192 d = digester.copy()
191 for serialized_dict in (header, parent, metadata, content):
193 for serialized_dict in (header, parent, metadata, content):
192 d.update(serialized_dict)
194 d.update(serialized_dict)
193 signature = d.hexdigest()
195 signature = d.hexdigest()
194
196
195 After the signature is the actual message, always in four frames of bytes.
197 After the signature is the actual message, always in four frames of bytes.
196 The four dictionaries that compose a message are serialized separately,
198 The four dictionaries that compose a message are serialized separately,
197 in the order of header, parent header, metadata, and content.
199 in the order of header, parent header, metadata, and content.
198 These can be serialized by any function that turns a dict into bytes.
200 These can be serialized by any function that turns a dict into bytes.
199 The default and most common serialization is JSON, but msgpack and pickle
201 The default and most common serialization is JSON, but msgpack and pickle
200 are common alternatives.
202 are common alternatives.
201
203
202 After the serialized dicts are zero to many raw data buffers,
204 After the serialized dicts are zero to many raw data buffers,
203 which can be used by message types that support binary data (mainly apply and data_pub).
205 which can be used by message types that support binary data (mainly apply and data_pub).
204
206
205
207
206 Python functional API
208 Python functional API
207 =====================
209 =====================
208
210
209 As messages are dicts, they map naturally to a ``func(**kw)`` call form. We
211 As messages are dicts, they map naturally to a ``func(**kw)`` call form. We
210 should develop, at a few key points, functional forms of all the requests that
212 should develop, at a few key points, functional forms of all the requests that
211 take arguments in this manner and automatically construct the necessary dict
213 take arguments in this manner and automatically construct the necessary dict
212 for sending.
214 for sending.
213
215
214 In addition, the Python implementation of the message specification extends
216 In addition, the Python implementation of the message specification extends
215 messages upon deserialization to the following form for convenience::
217 messages upon deserialization to the following form for convenience::
216
218
217 {
219 {
218 'header' : dict,
220 'header' : dict,
219 # The msg's unique identifier and type are always stored in the header,
221 # The msg's unique identifier and type are always stored in the header,
220 # but the Python implementation copies them to the top level.
222 # but the Python implementation copies them to the top level.
221 'msg_id' : uuid,
223 'msg_id' : uuid,
222 'msg_type' : str,
224 'msg_type' : str,
223 'parent_header' : dict,
225 'parent_header' : dict,
224 'content' : dict,
226 'content' : dict,
225 'metadata' : dict,
227 'metadata' : dict,
226 }
228 }
227
229
228 All messages sent to or received by any IPython process should have this
230 All messages sent to or received by any IPython process should have this
229 extended structure.
231 extended structure.
230
232
231
233
232 Messages on the shell ROUTER/DEALER sockets
234 Messages on the shell ROUTER/DEALER sockets
233 ===========================================
235 ===========================================
234
236
235 .. _execute:
237 .. _execute:
236
238
237 Execute
239 Execute
238 -------
240 -------
239
241
240 This message type is used by frontends to ask the kernel to execute code on
242 This message type is used by frontends to ask the kernel to execute code on
241 behalf of the user, in a namespace reserved to the user's variables (and thus
243 behalf of the user, in a namespace reserved to the user's variables (and thus
242 separate from the kernel's own internal code and variables).
244 separate from the kernel's own internal code and variables).
243
245
244 Message type: ``execute_request``::
246 Message type: ``execute_request``::
245
247
246 content = {
248 content = {
247 # Source code to be executed by the kernel, one or more lines.
249 # Source code to be executed by the kernel, one or more lines.
248 'code' : str,
250 'code' : str,
249
251
250 # A boolean flag which, if True, signals the kernel to execute
252 # A boolean flag which, if True, signals the kernel to execute
251 # this code as quietly as possible. This means that the kernel
253 # this code as quietly as possible. This means that the kernel
252 # will compile the code with 'exec' instead of 'single' (so
254 # will compile the code with 'exec' instead of 'single' (so
253 # sys.displayhook will not fire), forces store_history to be False,
255 # sys.displayhook will not fire), forces store_history to be False,
254 # and will *not*:
256 # and will *not*:
255 # - broadcast exceptions on the PUB socket
257 # - broadcast exceptions on the PUB socket
256 # - do any logging
258 # - do any logging
257 #
259 #
258 # The default is False.
260 # The default is False.
259 'silent' : bool,
261 'silent' : bool,
260
262
261 # A boolean flag which, if True, signals the kernel to populate history
263 # A boolean flag which, if True, signals the kernel to populate history
262 # The default is True if silent is False. If silent is True, store_history
264 # The default is True if silent is False. If silent is True, store_history
263 # is forced to be False.
265 # is forced to be False.
264 'store_history' : bool,
266 'store_history' : bool,
265
267
266 # A list of variable names from the user's namespace to be retrieved.
267 # What returns is a rich representation of each variable (dict keyed by name).
268 # See the display_data content for the structure of the representation data.
269 'user_variables' : list,
270
271 # Similarly, a dict mapping names to expressions to be evaluated in the
268 # Similarly, a dict mapping names to expressions to be evaluated in the
272 # user's dict.
269 # user's dict. The rich display-data representation of each will be evaluated after execution.
270 # See the display_data content for the structure of the representation data.
273 'user_expressions' : dict,
271 'user_expressions' : dict,
274
272
275 # Some frontends (e.g. the Notebook) do not support stdin requests. If
273 # Some frontends do not support stdin requests.
276 # raw_input is called from code executed from such a frontend, a
274 # If raw_input is called from code executed from such a frontend,
277 # StdinNotImplementedError will be raised.
275 # a StdinNotImplementedError will be raised.
278 'allow_stdin' : True,
276 'allow_stdin' : True,
279
280 }
277 }
281
278
282 The ``code`` field contains a single string (possibly multiline). The kernel
279 The ``code`` field contains a single string (possibly multiline). The kernel
283 is responsible for splitting this into one or more independent execution blocks
280 is responsible for splitting this into one or more independent execution blocks
284 and deciding whether to compile these in 'single' or 'exec' mode (see below for
281 and deciding whether to compile these in 'single' or 'exec' mode (see below for
285 detailed execution semantics).
282 detailed execution semantics).
286
283
287 The ``user_`` fields deserve a detailed explanation. In the past, IPython had
284 The ``user_expressions`` fields deserve a detailed explanation. In the past, IPython had
288 the notion of a prompt string that allowed arbitrary code to be evaluated, and
285 the notion of a prompt string that allowed arbitrary code to be evaluated, and
289 this was put to good use by many in creating prompts that displayed system
286 this was put to good use by many in creating prompts that displayed system
290 status, path information, and even more esoteric uses like remote instrument
287 status, path information, and even more esoteric uses like remote instrument
291 status acquired over the network. But now that IPython has a clean separation
288 status acquired over the network. But now that IPython has a clean separation
292 between the kernel and the clients, the kernel has no prompt knowledge; prompts
289 between the kernel and the clients, the kernel has no prompt knowledge; prompts
293 are a frontend-side feature, and it should be even possible for different
290 are a frontend feature, and it should be even possible for different
294 frontends to display different prompts while interacting with the same kernel.
291 frontends to display different prompts while interacting with the same kernel.
295
292
296 The kernel now provides the ability to retrieve data from the user's namespace
293 The kernel provides the ability to retrieve data from the user's namespace
297 after the execution of the main ``code``, thanks to two fields in the
294 after the execution of the main ``code``, thanks to two fields in the
298 ``execute_request`` message:
295 ``execute_request`` message:
299
296
300 - ``user_variables``: If only variables from the user's namespace are needed, a
301 list of variable names can be passed and a dict with these names as keys and
302 their :func:`repr()` as values will be returned.
303
304 - ``user_expressions``: For more complex expressions that require function
297 - ``user_expressions``: For more complex expressions that require function
305 evaluations, a dict can be provided with string keys and arbitrary python
298 evaluations, a dict can be provided with string keys and arbitrary python
306 expressions as values. The return message will contain also a dict with the
299 expressions as values. The return message will contain also a dict with the
307 same keys and the :func:`repr()` of the evaluated expressions as value.
300 same keys and the rich representations of the evaluated expressions as value.
308
301
309 With this information, frontends can display any status information they wish
302 With this information, frontends can display any status information they wish
310 in the form that best suits each frontend (a status line, a popup, inline for a
303 in the form that best suits each frontend (a status line, a popup, inline for a
311 terminal, etc).
304 terminal, etc).
312
305
313 .. Note::
306 .. Note::
314
307
315 In order to obtain the current execution counter for the purposes of
308 In order to obtain the current execution counter for the purposes of
316 displaying input prompts, frontends simply make an execution request with an
309 displaying input prompts, frontends simply make an execution request with an
317 empty code string and ``silent=True``.
310 empty code string and ``silent=True``.
318
311
319 Execution semantics
312 Execution semantics
320 ~~~~~~~~~~~~~~~~~~~
313 ~~~~~~~~~~~~~~~~~~~
321
314
322 When the silent flag is false, the execution of use code consists of the
315 When the silent flag is false, the execution of use code consists of the
323 following phases (in silent mode, only the ``code`` field is executed):
316 following phases (in silent mode, only the ``code`` field is executed):
324
317
325 1. Run the ``pre_runcode_hook``.
318 1. Run the ``pre_runcode_hook``.
326
319
327 2. Execute the ``code`` field, see below for details.
320 2. Execute the ``code`` field, see below for details.
328
321
329 3. If #2 succeeds, compute ``user_variables`` and ``user_expressions`` are
322 3. If #2 succeeds, expressions in ``user_expressions`` are computed.
330 computed. This ensures that any error in the latter don't harm the main
323 This ensures that any error in the expressions don't affect the main code execution.
331 code execution.
332
324
333 4. Call any method registered with :meth:`register_post_execute`.
325 4. Call any method registered with :meth:`register_post_execute`.
334
326
335 .. warning::
327 .. warning::
336
328
337 The API for running code before/after the main code block is likely to
329 The API for running code before/after the main code block is likely to
338 change soon. Both the ``pre_runcode_hook`` and the
330 change soon. Both the ``pre_runcode_hook`` and the
339 :meth:`register_post_execute` are susceptible to modification, as we find a
331 :meth:`register_post_execute` are susceptible to modification, as we find a
340 consistent model for both.
332 consistent model for both.
341
333
342 To understand how the ``code`` field is executed, one must know that Python
334 To understand how the ``code`` field is executed, one must know that Python
343 code can be compiled in one of three modes (controlled by the ``mode`` argument
335 code can be compiled in one of three modes (controlled by the ``mode`` argument
344 to the :func:`compile` builtin):
336 to the :func:`compile` builtin):
345
337
346 *single*
338 *single*
347 Valid for a single interactive statement (though the source can contain
339 Valid for a single interactive statement (though the source can contain
348 multiple lines, such as a for loop). When compiled in this mode, the
340 multiple lines, such as a for loop). When compiled in this mode, the
349 generated bytecode contains special instructions that trigger the calling of
341 generated bytecode contains special instructions that trigger the calling of
350 :func:`sys.displayhook` for any expression in the block that returns a value.
342 :func:`sys.displayhook` for any expression in the block that returns a value.
351 This means that a single statement can actually produce multiple calls to
343 This means that a single statement can actually produce multiple calls to
352 :func:`sys.displayhook`, if for example it contains a loop where each
344 :func:`sys.displayhook`, if for example it contains a loop where each
353 iteration computes an unassigned expression would generate 10 calls::
345 iteration computes an unassigned expression would generate 10 calls::
354
346
355 for i in range(10):
347 for i in range(10):
356 i**2
348 i**2
357
349
358 *exec*
350 *exec*
359 An arbitrary amount of source code, this is how modules are compiled.
351 An arbitrary amount of source code, this is how modules are compiled.
360 :func:`sys.displayhook` is *never* implicitly called.
352 :func:`sys.displayhook` is *never* implicitly called.
361
353
362 *eval*
354 *eval*
363 A single expression that returns a value. :func:`sys.displayhook` is *never*
355 A single expression that returns a value. :func:`sys.displayhook` is *never*
364 implicitly called.
356 implicitly called.
365
357
366
358
367 The ``code`` field is split into individual blocks each of which is valid for
359 The ``code`` field is split into individual blocks each of which is valid for
368 execution in 'single' mode, and then:
360 execution in 'single' mode, and then:
369
361
370 - If there is only a single block: it is executed in 'single' mode.
362 - If there is only a single block: it is executed in 'single' mode.
371
363
372 - If there is more than one block:
364 - If there is more than one block:
373
365
374 * if the last one is a single line long, run all but the last in 'exec' mode
366 * if the last one is a single line long, run all but the last in 'exec' mode
375 and the very last one in 'single' mode. This makes it easy to type simple
367 and the very last one in 'single' mode. This makes it easy to type simple
376 expressions at the end to see computed values.
368 expressions at the end to see computed values.
377
369
378 * if the last one is no more than two lines long, run all but the last in
370 * if the last one is no more than two lines long, run all but the last in
379 'exec' mode and the very last one in 'single' mode. This makes it easy to
371 'exec' mode and the very last one in 'single' mode. This makes it easy to
380 type simple expressions at the end to see computed values. - otherwise
372 type simple expressions at the end to see computed values. - otherwise
381 (last one is also multiline), run all in 'exec' mode
373 (last one is also multiline), run all in 'exec' mode
382
374
383 * otherwise (last one is also multiline), run all in 'exec' mode as a single
375 * otherwise (last one is also multiline), run all in 'exec' mode as a single
384 unit.
376 unit.
385
377
386 Any error in retrieving the ``user_variables`` or evaluating the
378 Any error in evaluating any expression in ``user_expressions`` will result in
387 ``user_expressions`` will result in a simple error message in the return fields
379 only that key containing a standard error message, of the form::
388 of the form::
389
390 [ERROR] ExceptionType: Exception message
391
380
392 The user can simply send the same variable name or expression for evaluation to
381 {
393 see a regular traceback.
382 'status' : 'error',
383 'ename' : 'NameError',
384 'evalue' : 'foo',
385 'traceback' : ...
386 }
394
387
395 Errors in any registered post_execute functions are also reported similarly,
388 Errors in any registered post_execute functions are also reported,
396 and the failing function is removed from the post_execution set so that it does
389 and the failing function is removed from the post_execution set so that it does
397 not continue triggering failures.
390 not continue triggering failures.
398
391
399 Upon completion of the execution request, the kernel *always* sends a reply,
392 Upon completion of the execution request, the kernel *always* sends a reply,
400 with a status code indicating what happened and additional data depending on
393 with a status code indicating what happened and additional data depending on
401 the outcome. See :ref:`below <execution_results>` for the possible return
394 the outcome. See :ref:`below <execution_results>` for the possible return
402 codes and associated data.
395 codes and associated data.
403
396
404
397
405 .. _execution_counter:
398 .. _execution_counter:
406
399
407 Execution counter (old prompt number)
400 Execution counter (prompt number)
408 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
401 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
409
402
410 The kernel has a single, monotonically increasing counter of all execution
403 The kernel has a single, monotonically increasing counter of all execution
411 requests that are made with ``store_history=True``. This counter is used to populate
404 requests that are made with ``store_history=True``. This counter is used to populate
412 the ``In[n]``, ``Out[n]`` and ``_n`` variables, so clients will likely want to
405 the ``In[n]``, ``Out[n]`` and ``_n`` variables, so clients will likely want to
413 display it in some form to the user, which will typically (but not necessarily)
406 display it in some form to the user, which will typically (but not necessarily)
414 be done in the prompts. The value of this counter will be returned as the
407 be done in the prompts. The value of this counter will be returned as the
415 ``execution_count`` field of all ``execute_reply`` and ``pyin`` messages.
408 ``execution_count`` field of all ``execute_reply`` and ``pyin`` messages.
416
409
417 .. _execution_results:
410 .. _execution_results:
418
411
419 Execution results
412 Execution results
420 ~~~~~~~~~~~~~~~~~
413 ~~~~~~~~~~~~~~~~~
421
414
422 Message type: ``execute_reply``::
415 Message type: ``execute_reply``::
423
416
424 content = {
417 content = {
425 # One of: 'ok' OR 'error' OR 'abort'
418 # One of: 'ok' OR 'error' OR 'abort'
426 'status' : str,
419 'status' : str,
427
420
428 # The global kernel counter that increases by one with each request that
421 # The global kernel counter that increases by one with each request that
429 # stores history. This will typically be used by clients to display
422 # stores history. This will typically be used by clients to display
430 # prompt numbers to the user. If the request did not store history, this will
423 # prompt numbers to the user. If the request did not store history, this will
431 # be the current value of the counter in the kernel.
424 # be the current value of the counter in the kernel.
432 'execution_count' : int,
425 'execution_count' : int,
433 }
426 }
434
427
435 When status is 'ok', the following extra fields are present::
428 When status is 'ok', the following extra fields are present::
436
429
437 {
430 {
438 # 'payload' will be a list of payload dicts.
431 # 'payload' will be a list of payload dicts.
439 # Each execution payload is a dict with string keys that may have been
432 # Each execution payload is a dict with string keys that may have been
440 # produced by the code being executed. It is retrieved by the kernel at
433 # produced by the code being executed. It is retrieved by the kernel at
441 # the end of the execution and sent back to the front end, which can take
434 # the end of the execution and sent back to the front end, which can take
442 # action on it as needed.
435 # action on it as needed.
443 # The only requirement of each payload dict is that it have a 'source' key,
436 # The only requirement of each payload dict is that it have a 'source' key,
444 # which is a string classifying the payload (e.g. 'pager').
437 # which is a string classifying the payload (e.g. 'pager').
445 'payload' : list(dict),
438 'payload' : list(dict),
446
439
447 # Results for the user_variables and user_expressions.
440 # Results for the user_expressions.
448 'user_variables' : dict,
449 'user_expressions' : dict,
441 'user_expressions' : dict,
450 }
442 }
451
443
452 .. admonition:: Execution payloads
444 .. admonition:: Execution payloads
453
445
454 The notion of an 'execution payload' is different from a return value of a
446 The notion of an 'execution payload' is different from a return value of a
455 given set of code, which normally is just displayed on the pyout stream
447 given set of code, which normally is just displayed on the execute_result stream
456 through the PUB socket. The idea of a payload is to allow special types of
448 through the PUB socket. The idea of a payload is to allow special types of
457 code, typically magics, to populate a data container in the IPython kernel
449 code, typically magics, to populate a data container in the IPython kernel
458 that will be shipped back to the caller via this channel. The kernel
450 that will be shipped back to the caller via this channel. The kernel
459 has an API for this in the PayloadManager::
451 has an API for this in the PayloadManager::
460
452
461 ip.payload_manager.write_payload(payload_dict)
453 ip.payload_manager.write_payload(payload_dict)
462
454
463 which appends a dictionary to the list of payloads.
455 which appends a dictionary to the list of payloads.
464
456
465 The payload API is not yet stabilized,
457 The payload API is not yet stabilized,
466 and should probably not be supported by non-Python kernels at this time.
458 and should probably not be supported by non-Python kernels at this time.
467 In such cases, the payload list should always be empty.
459 In such cases, the payload list should always be empty.
468
460
469
461
470 When status is 'error', the following extra fields are present::
462 When status is 'error', the following extra fields are present::
471
463
472 {
464 {
473 'ename' : str, # Exception name, as a string
465 'ename' : str, # Exception name, as a string
474 'evalue' : str, # Exception value, as a string
466 'evalue' : str, # Exception value, as a string
475
467
476 # The traceback will contain a list of frames, represented each as a
468 # The traceback will contain a list of frames, represented each as a
477 # string. For now we'll stick to the existing design of ultraTB, which
469 # string. For now we'll stick to the existing design of ultraTB, which
478 # controls exception level of detail statefully. But eventually we'll
470 # controls exception level of detail statefully. But eventually we'll
479 # want to grow into a model where more information is collected and
471 # want to grow into a model where more information is collected and
480 # packed into the traceback object, with clients deciding how little or
472 # packed into the traceback object, with clients deciding how little or
481 # how much of it to unpack. But for now, let's start with a simple list
473 # how much of it to unpack. But for now, let's start with a simple list
482 # of strings, since that requires only minimal changes to ultratb as
474 # of strings, since that requires only minimal changes to ultratb as
483 # written.
475 # written.
484 'traceback' : list,
476 'traceback' : list,
485 }
477 }
486
478
487
479
488 When status is 'abort', there are for now no additional data fields. This
480 When status is 'abort', there are for now no additional data fields. This
489 happens when the kernel was interrupted by a signal.
481 happens when the kernel was interrupted by a signal.
490
482
491
483
492 Object information
484 Object information
493 ------------------
485 ------------------
494
486
495 One of IPython's most used capabilities is the introspection of Python objects
487 One of IPython's most used capabilities is the introspection of Python objects
496 in the user's namespace, typically invoked via the ``?`` and ``??`` characters
488 in the user's namespace, typically invoked via the ``?`` and ``??`` characters
497 (which in reality are shorthands for the ``%pinfo`` magic). This is used often
489 (which in reality are shorthands for the ``%pinfo`` magic). This is used often
498 enough that it warrants an explicit message type, especially because frontends
490 enough that it warrants an explicit message type, especially because frontends
499 may want to get object information in response to user keystrokes (like Tab or
491 may want to get object information in response to user keystrokes (like Tab or
500 F1) besides from the user explicitly typing code like ``x??``.
492 F1) besides from the user explicitly typing code like ``x??``.
501
493
502 Message type: ``object_info_request``::
494 Message type: ``object_info_request``::
503
495
504 content = {
496 content = {
505 # The (possibly dotted) name of the object to be searched in all
497 # The (possibly dotted) name of the object to be searched in all
506 # relevant namespaces
498 # relevant namespaces
507 'oname' : str,
499 'oname' : str,
508
500
509 # The level of detail desired. The default (0) is equivalent to typing
501 # The level of detail desired. The default (0) is equivalent to typing
510 # 'x?' at the prompt, 1 is equivalent to 'x??'.
502 # 'x?' at the prompt, 1 is equivalent to 'x??'.
511 'detail_level' : int,
503 'detail_level' : int,
512 }
504 }
513
505
514 The returned information will be a dictionary with keys very similar to the
506 The returned information will be a dictionary with keys very similar to the
515 field names that IPython prints at the terminal.
507 field names that IPython prints at the terminal.
516
508
517 Message type: ``object_info_reply``::
509 Message type: ``object_info_reply``::
518
510
519 content = {
511 content = {
520 # The name the object was requested under
512 # The name the object was requested under
521 'name' : str,
513 'name' : str,
522
514
523 # Boolean flag indicating whether the named object was found or not. If
515 # Boolean flag indicating whether the named object was found or not. If
524 # it's false, all other fields will be empty.
516 # it's false, all other fields will be empty.
525 'found' : bool,
517 'found' : bool,
526
518
527 # Flags for magics and system aliases
519 # Flags for magics and system aliases
528 'ismagic' : bool,
520 'ismagic' : bool,
529 'isalias' : bool,
521 'isalias' : bool,
530
522
531 # The name of the namespace where the object was found ('builtin',
523 # The name of the namespace where the object was found ('builtin',
532 # 'magics', 'alias', 'interactive', etc.)
524 # 'magics', 'alias', 'interactive', etc.)
533 'namespace' : str,
525 'namespace' : str,
534
526
535 # The type name will be type.__name__ for normal Python objects, but it
527 # The type name will be type.__name__ for normal Python objects, but it
536 # can also be a string like 'Magic function' or 'System alias'
528 # can also be a string like 'Magic function' or 'System alias'
537 'type_name' : str,
529 'type_name' : str,
538
530
539 # The string form of the object, possibly truncated for length if
531 # The string form of the object, possibly truncated for length if
540 # detail_level is 0
532 # detail_level is 0
541 'string_form' : str,
533 'string_form' : str,
542
534
543 # For objects with a __class__ attribute this will be set
535 # For objects with a __class__ attribute this will be set
544 'base_class' : str,
536 'base_class' : str,
545
537
546 # For objects with a __len__ attribute this will be set
538 # For objects with a __len__ attribute this will be set
547 'length' : int,
539 'length' : int,
548
540
549 # If the object is a function, class or method whose file we can find,
541 # If the object is a function, class or method whose file we can find,
550 # we give its full path
542 # we give its full path
551 'file' : str,
543 'file' : str,
552
544
553 # For pure Python callable objects, we can reconstruct the object
545 # For pure Python callable objects, we can reconstruct the object
554 # definition line which provides its call signature. For convenience this
546 # definition line which provides its call signature. For convenience this
555 # is returned as a single 'definition' field, but below the raw parts that
547 # is returned as a single 'definition' field, but below the raw parts that
556 # compose it are also returned as the argspec field.
548 # compose it are also returned as the argspec field.
557 'definition' : str,
549 'definition' : str,
558
550
559 # The individual parts that together form the definition string. Clients
551 # The individual parts that together form the definition string. Clients
560 # with rich display capabilities may use this to provide a richer and more
552 # with rich display capabilities may use this to provide a richer and more
561 # precise representation of the definition line (e.g. by highlighting
553 # precise representation of the definition line (e.g. by highlighting
562 # arguments based on the user's cursor position). For non-callable
554 # arguments based on the user's cursor position). For non-callable
563 # objects, this field is empty.
555 # objects, this field is empty.
564 'argspec' : { # The names of all the arguments
556 'argspec' : { # The names of all the arguments
565 args : list,
557 args : list,
566 # The name of the varargs (*args), if any
558 # The name of the varargs (*args), if any
567 varargs : str,
559 varargs : str,
568 # The name of the varkw (**kw), if any
560 # The name of the varkw (**kw), if any
569 varkw : str,
561 varkw : str,
570 # The values (as strings) of all default arguments. Note
562 # The values (as strings) of all default arguments. Note
571 # that these must be matched *in reverse* with the 'args'
563 # that these must be matched *in reverse* with the 'args'
572 # list above, since the first positional args have no default
564 # list above, since the first positional args have no default
573 # value at all.
565 # value at all.
574 defaults : list,
566 defaults : list,
575 },
567 },
576
568
577 # For instances, provide the constructor signature (the definition of
569 # For instances, provide the constructor signature (the definition of
578 # the __init__ method):
570 # the __init__ method):
579 'init_definition' : str,
571 'init_definition' : str,
580
572
581 # Docstrings: for any object (function, method, module, package) with a
573 # Docstrings: for any object (function, method, module, package) with a
582 # docstring, we show it. But in addition, we may provide additional
574 # docstring, we show it. But in addition, we may provide additional
583 # docstrings. For example, for instances we will show the constructor
575 # docstrings. For example, for instances we will show the constructor
584 # and class docstrings as well, if available.
576 # and class docstrings as well, if available.
585 'docstring' : str,
577 'docstring' : str,
586
578
587 # For instances, provide the constructor and class docstrings
579 # For instances, provide the constructor and class docstrings
588 'init_docstring' : str,
580 'init_docstring' : str,
589 'class_docstring' : str,
581 'class_docstring' : str,
590
582
591 # If it's a callable object whose call method has a separate docstring and
583 # If it's a callable object whose call method has a separate docstring and
592 # definition line:
584 # definition line:
593 'call_def' : str,
585 'call_def' : str,
594 'call_docstring' : str,
586 'call_docstring' : str,
595
587
596 # If detail_level was 1, we also try to find the source code that
588 # If detail_level was 1, we also try to find the source code that
597 # defines the object, if possible. The string 'None' will indicate
589 # defines the object, if possible. The string 'None' will indicate
598 # that no source was found.
590 # that no source was found.
599 'source' : str,
591 'source' : str,
600 }
592 }
601
593
602
594
603 Complete
595 Complete
604 --------
596 --------
605
597
606 Message type: ``complete_request``::
598 Message type: ``complete_request``::
607
599
608 content = {
600 content = {
609 # The text to be completed, such as 'a.is'
601 # The text to be completed, such as 'a.is'
610 # this may be an empty string if the frontend does not do any lexing,
602 # this may be an empty string if the frontend does not do any lexing,
611 # in which case the kernel must figure out the completion
603 # in which case the kernel must figure out the completion
612 # based on 'line' and 'cursor_pos'.
604 # based on 'line' and 'cursor_pos'.
613 'text' : str,
605 'text' : str,
614
606
615 # The full line, such as 'print a.is'. This allows completers to
607 # The full line, such as 'print a.is'. This allows completers to
616 # make decisions that may require information about more than just the
608 # make decisions that may require information about more than just the
617 # current word.
609 # current word.
618 'line' : str,
610 'line' : str,
619
611
620 # The entire block of text where the line is. This may be useful in the
612 # The entire block of text where the line is. This may be useful in the
621 # case of multiline completions where more context may be needed. Note: if
613 # case of multiline completions where more context may be needed. Note: if
622 # in practice this field proves unnecessary, remove it to lighten the
614 # in practice this field proves unnecessary, remove it to lighten the
623 # messages.
615 # messages.
624
616
625 'block' : str or null/None,
617 'block' : str or null/None,
626
618
627 # The position of the cursor where the user hit 'TAB' on the line.
619 # The position of the cursor where the user hit 'TAB' on the line.
628 'cursor_pos' : int,
620 'cursor_pos' : int,
629 }
621 }
630
622
631 Message type: ``complete_reply``::
623 Message type: ``complete_reply``::
632
624
633 content = {
625 content = {
634 # The list of all matches to the completion request, such as
626 # The list of all matches to the completion request, such as
635 # ['a.isalnum', 'a.isalpha'] for the above example.
627 # ['a.isalnum', 'a.isalpha'] for the above example.
636 'matches' : list,
628 'matches' : list,
637
629
638 # the substring of the matched text
630 # the substring of the matched text
639 # this is typically the common prefix of the matches,
631 # this is typically the common prefix of the matches,
640 # and the text that is already in the block that would be replaced by the full completion.
632 # and the text that is already in the block that would be replaced by the full completion.
641 # This would be 'a.is' in the above example.
633 # This would be 'a.is' in the above example.
642 'matched_text' : str,
634 'matched_text' : str,
643
635
644 # status should be 'ok' unless an exception was raised during the request,
636 # status should be 'ok' unless an exception was raised during the request,
645 # in which case it should be 'error', along with the usual error message content
637 # in which case it should be 'error', along with the usual error message content
646 # in other messages.
638 # in other messages.
647 'status' : 'ok'
639 'status' : 'ok'
648 }
640 }
649
641
650
642
651 History
643 History
652 -------
644 -------
653
645
654 For clients to explicitly request history from a kernel. The kernel has all
646 For clients to explicitly request history from a kernel. The kernel has all
655 the actual execution history stored in a single location, so clients can
647 the actual execution history stored in a single location, so clients can
656 request it from the kernel when needed.
648 request it from the kernel when needed.
657
649
658 Message type: ``history_request``::
650 Message type: ``history_request``::
659
651
660 content = {
652 content = {
661
653
662 # If True, also return output history in the resulting dict.
654 # If True, also return output history in the resulting dict.
663 'output' : bool,
655 'output' : bool,
664
656
665 # If True, return the raw input history, else the transformed input.
657 # If True, return the raw input history, else the transformed input.
666 'raw' : bool,
658 'raw' : bool,
667
659
668 # So far, this can be 'range', 'tail' or 'search'.
660 # So far, this can be 'range', 'tail' or 'search'.
669 'hist_access_type' : str,
661 'hist_access_type' : str,
670
662
671 # If hist_access_type is 'range', get a range of input cells. session can
663 # If hist_access_type is 'range', get a range of input cells. session can
672 # be a positive session number, or a negative number to count back from
664 # be a positive session number, or a negative number to count back from
673 # the current session.
665 # the current session.
674 'session' : int,
666 'session' : int,
675 # start and stop are line numbers within that session.
667 # start and stop are line numbers within that session.
676 'start' : int,
668 'start' : int,
677 'stop' : int,
669 'stop' : int,
678
670
679 # If hist_access_type is 'tail' or 'search', get the last n cells.
671 # If hist_access_type is 'tail' or 'search', get the last n cells.
680 'n' : int,
672 'n' : int,
681
673
682 # If hist_access_type is 'search', get cells matching the specified glob
674 # If hist_access_type is 'search', get cells matching the specified glob
683 # pattern (with * and ? as wildcards).
675 # pattern (with * and ? as wildcards).
684 'pattern' : str,
676 'pattern' : str,
685
677
686 # If hist_access_type is 'search' and unique is true, do not
678 # If hist_access_type is 'search' and unique is true, do not
687 # include duplicated history. Default is false.
679 # include duplicated history. Default is false.
688 'unique' : bool,
680 'unique' : bool,
689
681
690 }
682 }
691
683
692 .. versionadded:: 4.0
684 .. versionadded:: 4.0
693 The key ``unique`` for ``history_request``.
685 The key ``unique`` for ``history_request``.
694
686
695 Message type: ``history_reply``::
687 Message type: ``history_reply``::
696
688
697 content = {
689 content = {
698 # A list of 3 tuples, either:
690 # A list of 3 tuples, either:
699 # (session, line_number, input) or
691 # (session, line_number, input) or
700 # (session, line_number, (input, output)),
692 # (session, line_number, (input, output)),
701 # depending on whether output was False or True, respectively.
693 # depending on whether output was False or True, respectively.
702 'history' : list,
694 'history' : list,
703 }
695 }
704
696
705
697
706 Connect
698 Connect
707 -------
699 -------
708
700
709 When a client connects to the request/reply socket of the kernel, it can issue
701 When a client connects to the request/reply socket of the kernel, it can issue
710 a connect request to get basic information about the kernel, such as the ports
702 a connect request to get basic information about the kernel, such as the ports
711 the other ZeroMQ sockets are listening on. This allows clients to only have
703 the other ZeroMQ sockets are listening on. This allows clients to only have
712 to know about a single port (the shell channel) to connect to a kernel.
704 to know about a single port (the shell channel) to connect to a kernel.
713
705
714 Message type: ``connect_request``::
706 Message type: ``connect_request``::
715
707
716 content = {
708 content = {
717 }
709 }
718
710
719 Message type: ``connect_reply``::
711 Message type: ``connect_reply``::
720
712
721 content = {
713 content = {
722 'shell_port' : int, # The port the shell ROUTER socket is listening on.
714 'shell_port' : int, # The port the shell ROUTER socket is listening on.
723 'iopub_port' : int, # The port the PUB socket is listening on.
715 'iopub_port' : int, # The port the PUB socket is listening on.
724 'stdin_port' : int, # The port the stdin ROUTER socket is listening on.
716 'stdin_port' : int, # The port the stdin ROUTER socket is listening on.
725 'hb_port' : int, # The port the heartbeat socket is listening on.
717 'hb_port' : int, # The port the heartbeat socket is listening on.
726 }
718 }
727
719
728
720
729 Kernel info
721 Kernel info
730 -----------
722 -----------
731
723
732 If a client needs to know information about the kernel, it can
724 If a client needs to know information about the kernel, it can
733 make a request of the kernel's information.
725 make a request of the kernel's information.
734 This message can be used to fetch core information of the
726 This message can be used to fetch core information of the
735 kernel, including language (e.g., Python), language version number and
727 kernel, including language (e.g., Python), language version number and
736 IPython version number, and the IPython message spec version number.
728 IPython version number, and the IPython message spec version number.
737
729
738 Message type: ``kernel_info_request``::
730 Message type: ``kernel_info_request``::
739
731
740 content = {
732 content = {
741 }
733 }
742
734
743 Message type: ``kernel_info_reply``::
735 Message type: ``kernel_info_reply``::
744
736
745 content = {
737 content = {
746 # Version of messaging protocol (mandatory).
738 # Version of messaging protocol (mandatory).
747 # The first integer indicates major version. It is incremented when
739 # The first integer indicates major version. It is incremented when
748 # there is any backward incompatible change.
740 # there is any backward incompatible change.
749 # The second integer indicates minor version. It is incremented when
741 # The second integer indicates minor version. It is incremented when
750 # there is any backward compatible change.
742 # there is any backward compatible change.
751 'protocol_version': [int, int],
743 'protocol_version': 'X.Y.Z',
752
744
753 # IPython version number (optional).
745 # IPython version number (optional).
754 # Non-python kernel backend may not have this version number.
746 # Non-python kernel backend may not have this version number.
755 # The last component is an extra field, which may be 'dev' or
747 # could be '2.0.0-dev' for development version
756 # 'rc1' in development version. It is an empty string for
748 'ipython_version': 'X.Y.Z',
757 # released version.
758 'ipython_version': [int, int, int, str],
759
749
760 # Language version number (mandatory).
750 # Language version number (mandatory).
761 # It is Python version number (e.g., [2, 7, 3]) for the kernel
751 # It is Python version number (e.g., '2.7.3') for the kernel
762 # included in IPython.
752 # included in IPython.
763 'language_version': [int, ...],
753 'language_version': 'X.Y.Z',
764
754
765 # Programming language in which kernel is implemented (mandatory).
755 # Programming language in which kernel is implemented (mandatory).
766 # Kernel included in IPython returns 'python'.
756 # Kernel included in IPython returns 'python'.
767 'language': str,
757 'language': str,
768 }
758 }
769
759
760 .. versionchanged:: 5.0
761
762 In protocol version 4.0, versions were given as lists of numbers,
763 not version strings.
764
770
765
771 Kernel shutdown
766 Kernel shutdown
772 ---------------
767 ---------------
773
768
774 The clients can request the kernel to shut itself down; this is used in
769 The clients can request the kernel to shut itself down; this is used in
775 multiple cases:
770 multiple cases:
776
771
777 - when the user chooses to close the client application via a menu or window
772 - when the user chooses to close the client application via a menu or window
778 control.
773 control.
779 - when the user types 'exit' or 'quit' (or their uppercase magic equivalents).
774 - when the user types 'exit' or 'quit' (or their uppercase magic equivalents).
780 - when the user chooses a GUI method (like the 'Ctrl-C' shortcut in the
775 - when the user chooses a GUI method (like the 'Ctrl-C' shortcut in the
781 IPythonQt client) to force a kernel restart to get a clean kernel without
776 IPythonQt client) to force a kernel restart to get a clean kernel without
782 losing client-side state like history or inlined figures.
777 losing client-side state like history or inlined figures.
783
778
784 The client sends a shutdown request to the kernel, and once it receives the
779 The client sends a shutdown request to the kernel, and once it receives the
785 reply message (which is otherwise empty), it can assume that the kernel has
780 reply message (which is otherwise empty), it can assume that the kernel has
786 completed shutdown safely.
781 completed shutdown safely.
787
782
788 Upon their own shutdown, client applications will typically execute a last
783 Upon their own shutdown, client applications will typically execute a last
789 minute sanity check and forcefully terminate any kernel that is still alive, to
784 minute sanity check and forcefully terminate any kernel that is still alive, to
790 avoid leaving stray processes in the user's machine.
785 avoid leaving stray processes in the user's machine.
791
786
792 Message type: ``shutdown_request``::
787 Message type: ``shutdown_request``::
793
788
794 content = {
789 content = {
795 'restart' : bool # whether the shutdown is final, or precedes a restart
790 'restart' : bool # whether the shutdown is final, or precedes a restart
796 }
791 }
797
792
798 Message type: ``shutdown_reply``::
793 Message type: ``shutdown_reply``::
799
794
800 content = {
795 content = {
801 'restart' : bool # whether the shutdown is final, or precedes a restart
796 'restart' : bool # whether the shutdown is final, or precedes a restart
802 }
797 }
803
798
804 .. Note::
799 .. Note::
805
800
806 When the clients detect a dead kernel thanks to inactivity on the heartbeat
801 When the clients detect a dead kernel thanks to inactivity on the heartbeat
807 socket, they simply send a forceful process termination signal, since a dead
802 socket, they simply send a forceful process termination signal, since a dead
808 process is unlikely to respond in any useful way to messages.
803 process is unlikely to respond in any useful way to messages.
809
804
810
805
811 Messages on the PUB/SUB socket
806 Messages on the PUB/SUB socket
812 ==============================
807 ==============================
813
808
814 Streams (stdout, stderr, etc)
809 Streams (stdout, stderr, etc)
815 ------------------------------
810 ------------------------------
816
811
817 Message type: ``stream``::
812 Message type: ``stream``::
818
813
819 content = {
814 content = {
820 # The name of the stream is one of 'stdout', 'stderr'
815 # The name of the stream is one of 'stdout', 'stderr'
821 'name' : str,
816 'name' : str,
822
817
823 # The data is an arbitrary string to be written to that stream
818 # The data is an arbitrary string to be written to that stream
824 'data' : str,
819 'data' : str,
825 }
820 }
826
821
827 Display Data
822 Display Data
828 ------------
823 ------------
829
824
830 This type of message is used to bring back data that should be displayed (text,
825 This type of message is used to bring back data that should be displayed (text,
831 html, svg, etc.) in the frontends. This data is published to all frontends.
826 html, svg, etc.) in the frontends. This data is published to all frontends.
832 Each message can have multiple representations of the data; it is up to the
827 Each message can have multiple representations of the data; it is up to the
833 frontend to decide which to use and how. A single message should contain all
828 frontend to decide which to use and how. A single message should contain all
834 possible representations of the same information. Each representation should
829 possible representations of the same information. Each representation should
835 be a JSON'able data structure, and should be a valid MIME type.
830 be a JSON'able data structure, and should be a valid MIME type.
836
831
832 Some questions remain about this design:
833
834 * Do we use this message type for execute_result/displayhook? Probably not, because
835 the displayhook also has to handle the Out prompt display. On the other hand
836 we could put that information into the metadata secion.
837
837 Message type: ``display_data``::
838 Message type: ``display_data``::
838
839
839 content = {
840 content = {
840
841
841 # Who create the data
842 # Who create the data
842 'source' : str,
843 'source' : str,
843
844
844 # The data dict contains key/value pairs, where the keys are MIME
845 # The data dict contains key/value pairs, where the keys are MIME
845 # types and the values are the raw data of the representation in that
846 # types and the values are the raw data of the representation in that
846 # format.
847 # format.
847 'data' : dict,
848 'data' : dict,
848
849
849 # Any metadata that describes the data
850 # Any metadata that describes the data
850 'metadata' : dict
851 'metadata' : dict
851 }
852 }
852
853
853
854
854 The ``metadata`` contains any metadata that describes the output.
855 The ``metadata`` contains any metadata that describes the output.
855 Global keys are assumed to apply to the output as a whole.
856 Global keys are assumed to apply to the output as a whole.
856 The ``metadata`` dict can also contain mime-type keys, which will be sub-dictionaries,
857 The ``metadata`` dict can also contain mime-type keys, which will be sub-dictionaries,
857 which are interpreted as applying only to output of that type.
858 which are interpreted as applying only to output of that type.
858 Third parties should put any data they write into a single dict
859 Third parties should put any data they write into a single dict
859 with a reasonably unique name to avoid conflicts.
860 with a reasonably unique name to avoid conflicts.
860
861
861 The only metadata keys currently defined in IPython are the width and height
862 The only metadata keys currently defined in IPython are the width and height
862 of images::
863 of images::
863
864
864 'metadata' : {
865 'metadata' : {
865 'image/png' : {
866 'image/png' : {
866 'width': 640,
867 'width': 640,
867 'height': 480
868 'height': 480
868 }
869 }
869 }
870 }
870
871
871
872
872 Raw Data Publication
873 Raw Data Publication
873 --------------------
874 --------------------
874
875
875 ``display_data`` lets you publish *representations* of data, such as images and html.
876 ``display_data`` lets you publish *representations* of data, such as images and html.
876 This ``data_pub`` message lets you publish *actual raw data*, sent via message buffers.
877 This ``data_pub`` message lets you publish *actual raw data*, sent via message buffers.
877
878
878 data_pub messages are constructed via the :func:`IPython.lib.datapub.publish_data` function:
879 data_pub messages are constructed via the :func:`IPython.lib.datapub.publish_data` function:
879
880
880 .. sourcecode:: python
881 .. sourcecode:: python
881
882
882 from IPython.kernel.zmq.datapub import publish_data
883 from IPython.kernel.zmq.datapub import publish_data
883 ns = dict(x=my_array)
884 ns = dict(x=my_array)
884 publish_data(ns)
885 publish_data(ns)
885
886
886
887
887 Message type: ``data_pub``::
888 Message type: ``data_pub``::
888
889
889 content = {
890 content = {
890 # the keys of the data dict, after it has been unserialized
891 # the keys of the data dict, after it has been unserialized
891 keys = ['a', 'b']
892 keys = ['a', 'b']
892 }
893 }
893 # the namespace dict will be serialized in the message buffers,
894 # the namespace dict will be serialized in the message buffers,
894 # which will have a length of at least one
895 # which will have a length of at least one
895 buffers = ['pdict', ...]
896 buffers = ['pdict', ...]
896
897
897
898
898 The interpretation of a sequence of data_pub messages for a given parent request should be
899 The interpretation of a sequence of data_pub messages for a given parent request should be
899 to update a single namespace with subsequent results.
900 to update a single namespace with subsequent results.
900
901
901 .. note::
902 .. note::
902
903
903 No frontends directly handle data_pub messages at this time.
904 No frontends directly handle data_pub messages at this time.
904 It is currently only used by the client/engines in :mod:`IPython.parallel`,
905 It is currently only used by the client/engines in :mod:`IPython.parallel`,
905 where engines may publish *data* to the Client,
906 where engines may publish *data* to the Client,
906 of which the Client can then publish *representations* via ``display_data``
907 of which the Client can then publish *representations* via ``display_data``
907 to various frontends.
908 to various frontends.
908
909
909 Python inputs
910 Python inputs
910 -------------
911 -------------
911
912
912 To let all frontends know what code is being executed at any given time, these
913 To let all frontends know what code is being executed at any given time, these
913 messages contain a re-broadcast of the ``code`` portion of an
914 messages contain a re-broadcast of the ``code`` portion of an
914 :ref:`execute_request <execute>`, along with the :ref:`execution_count
915 :ref:`execute_request <execute>`, along with the :ref:`execution_count
915 <execution_counter>`.
916 <execution_counter>`.
916
917
917 Message type: ``pyin``::
918 Message type: ``pyin``::
918
919
919 content = {
920 content = {
920 'code' : str, # Source code to be executed, one or more lines
921 'code' : str, # Source code to be executed, one or more lines
921
922
922 # The counter for this execution is also provided so that clients can
923 # The counter for this execution is also provided so that clients can
923 # display it, since IPython automatically creates variables called _iN
924 # display it, since IPython automatically creates variables called _iN
924 # (for input prompt In[N]).
925 # (for input prompt In[N]).
925 'execution_count' : int
926 'execution_count' : int
926 }
927 }
927
928
928 Python outputs
929 Python outputs
929 --------------
930 --------------
930
931
931 When Python produces output from code that has been compiled in with the
932 When Python produces output from code that has been compiled in with the
932 'single' flag to :func:`compile`, any expression that produces a value (such as
933 'single' flag to :func:`compile`, any expression that produces a value (such as
933 ``1+1``) is passed to ``sys.displayhook``, which is a callable that can do with
934 ``1+1``) is passed to ``sys.displayhook``, which is a callable that can do with
934 this value whatever it wants. The default behavior of ``sys.displayhook`` in
935 this value whatever it wants. The default behavior of ``sys.displayhook`` in
935 the Python interactive prompt is to print to ``sys.stdout`` the :func:`repr` of
936 the Python interactive prompt is to print to ``sys.stdout`` the :func:`repr` of
936 the value as long as it is not ``None`` (which isn't printed at all). In our
937 the value as long as it is not ``None`` (which isn't printed at all). In our
937 case, the kernel instantiates as ``sys.displayhook`` an object which has
938 case, the kernel instantiates as ``sys.displayhook`` an object which has
938 similar behavior, but which instead of printing to stdout, broadcasts these
939 similar behavior, but which instead of printing to stdout, broadcasts these
939 values as ``pyout`` messages for clients to display appropriately.
940 values as ``execute_result`` messages for clients to display appropriately.
940
941
941 IPython's displayhook can handle multiple simultaneous formats depending on its
942 IPython's displayhook can handle multiple simultaneous formats depending on its
942 configuration. The default pretty-printed repr text is always given with the
943 configuration. The default pretty-printed repr text is always given with the
943 ``data`` entry in this message. Any other formats are provided in the
944 ``data`` entry in this message. Any other formats are provided in the
944 ``extra_formats`` list. Frontends are free to display any or all of these
945 ``extra_formats`` list. Frontends are free to display any or all of these
945 according to its capabilities. ``extra_formats`` list contains 3-tuples of an ID
946 according to its capabilities. ``extra_formats`` list contains 3-tuples of an ID
946 string, a type string, and the data. The ID is unique to the formatter
947 string, a type string, and the data. The ID is unique to the formatter
947 implementation that created the data. Frontends will typically ignore the ID
948 implementation that created the data. Frontends will typically ignore the ID
948 unless if it has requested a particular formatter. The type string tells the
949 unless if it has requested a particular formatter. The type string tells the
949 frontend how to interpret the data. It is often, but not always a MIME type.
950 frontend how to interpret the data. It is often, but not always a MIME type.
950 Frontends should ignore types that it does not understand. The data itself is
951 Frontends should ignore types that it does not understand. The data itself is
951 any JSON object and depends on the format. It is often, but not always a string.
952 any JSON object and depends on the format. It is often, but not always a string.
952
953
953 Message type: ``pyout``::
954 Message type: ``execute_result``::
954
955
955 content = {
956 content = {
956
957
957 # The counter for this execution is also provided so that clients can
958 # The counter for this execution is also provided so that clients can
958 # display it, since IPython automatically creates variables called _N
959 # display it, since IPython automatically creates variables called _N
959 # (for prompt N).
960 # (for prompt N).
960 'execution_count' : int,
961 'execution_count' : int,
961
962
962 # data and metadata are identical to a display_data message.
963 # data and metadata are identical to a display_data message.
963 # the object being displayed is that passed to the display hook,
964 # the object being displayed is that passed to the display hook,
964 # i.e. the *result* of the execution.
965 # i.e. the *result* of the execution.
965 'data' : dict,
966 'data' : dict,
966 'metadata' : dict,
967 'metadata' : dict,
967 }
968 }
968
969
969 Python errors
970 Python errors
970 -------------
971 -------------
971
972
972 When an error occurs during code execution
973 When an error occurs during code execution
973
974
974 Message type: ``pyerr``::
975 Message type: ``error``::
975
976
976 content = {
977 content = {
977 # Similar content to the execute_reply messages for the 'error' case,
978 # Similar content to the execute_reply messages for the 'error' case,
978 # except the 'status' field is omitted.
979 # except the 'status' field is omitted.
979 }
980 }
980
981
981 Kernel status
982 Kernel status
982 -------------
983 -------------
983
984
984 This message type is used by frontends to monitor the status of the kernel.
985 This message type is used by frontends to monitor the status of the kernel.
985
986
986 Message type: ``status``::
987 Message type: ``status``::
987
988
988 content = {
989 content = {
989 # When the kernel starts to execute code, it will enter the 'busy'
990 # When the kernel starts to execute code, it will enter the 'busy'
990 # state and when it finishes, it will enter the 'idle' state.
991 # state and when it finishes, it will enter the 'idle' state.
991 # The kernel will publish state 'starting' exactly once at process startup.
992 # The kernel will publish state 'starting' exactly once at process startup.
992 execution_state : ('busy', 'idle', 'starting')
993 execution_state : ('busy', 'idle', 'starting')
993 }
994 }
994
995
995 Clear output
996 Clear output
996 ------------
997 ------------
997
998
998 This message type is used to clear the output that is visible on the frontend.
999 This message type is used to clear the output that is visible on the frontend.
999
1000
1000 Message type: ``clear_output``::
1001 Message type: ``clear_output``::
1001
1002
1002 content = {
1003 content = {
1003
1004
1004 # Wait to clear the output until new output is available. Clears the
1005 # Wait to clear the output until new output is available. Clears the
1005 # existing output immediately before the new output is displayed.
1006 # existing output immediately before the new output is displayed.
1006 # Useful for creating simple animations with minimal flickering.
1007 # Useful for creating simple animations with minimal flickering.
1007 'wait' : bool,
1008 'wait' : bool,
1008 }
1009 }
1009
1010
1010 .. versionchanged:: 4.1
1011 .. versionchanged:: 4.1
1011
1012
1012 'stdout', 'stderr', and 'display' boolean keys for selective clearing are removed,
1013 'stdout', 'stderr', and 'display' boolean keys for selective clearing are removed,
1013 and 'wait' is added.
1014 and 'wait' is added.
1014 The selective clearing keys are ignored in v4 and the default behavior remains the same,
1015 The selective clearing keys are ignored in v4 and the default behavior remains the same,
1015 so v4 clear_output messages will be safely handled by a v4.1 frontend.
1016 so v4 clear_output messages will be safely handled by a v4.1 frontend.
1016
1017
1017
1018
1018 Messages on the stdin ROUTER/DEALER sockets
1019 Messages on the stdin ROUTER/DEALER sockets
1019 ===========================================
1020 ===========================================
1020
1021
1021 This is a socket where the request/reply pattern goes in the opposite direction:
1022 This is a socket where the request/reply pattern goes in the opposite direction:
1022 from the kernel to a *single* frontend, and its purpose is to allow
1023 from the kernel to a *single* frontend, and its purpose is to allow
1023 ``raw_input`` and similar operations that read from ``sys.stdin`` on the kernel
1024 ``raw_input`` and similar operations that read from ``sys.stdin`` on the kernel
1024 to be fulfilled by the client. The request should be made to the frontend that
1025 to be fulfilled by the client. The request should be made to the frontend that
1025 made the execution request that prompted ``raw_input`` to be called. For now we
1026 made the execution request that prompted ``raw_input`` to be called. For now we
1026 will keep these messages as simple as possible, since they only mean to convey
1027 will keep these messages as simple as possible, since they only mean to convey
1027 the ``raw_input(prompt)`` call.
1028 the ``raw_input(prompt)`` call.
1028
1029
1029 Message type: ``input_request``::
1030 Message type: ``input_request``::
1030
1031
1031 content = { 'prompt' : str }
1032 content = { 'prompt' : str }
1032
1033
1033 Message type: ``input_reply``::
1034 Message type: ``input_reply``::
1034
1035
1035 content = { 'value' : str }
1036 content = { 'value' : str }
1036
1037
1037 .. note::
1038 .. note::
1038
1039
1039 The stdin socket of the client is required to have the same zmq IDENTITY
1040 The stdin socket of the client is required to have the same zmq IDENTITY
1040 as the client's shell socket.
1041 as the client's shell socket.
1041 Because of this, the ``input_request`` must be sent with the same IDENTITY
1042 Because of this, the ``input_request`` must be sent with the same IDENTITY
1042 routing prefix as the ``execute_reply`` in order for the frontend to receive
1043 routing prefix as the ``execute_reply`` in order for the frontend to receive
1043 the message.
1044 the message.
1044
1045
1045 .. note::
1046 .. note::
1046
1047
1047 We do not explicitly try to forward the raw ``sys.stdin`` object, because in
1048 We do not explicitly try to forward the raw ``sys.stdin`` object, because in
1048 practice the kernel should behave like an interactive program. When a
1049 practice the kernel should behave like an interactive program. When a
1049 program is opened on the console, the keyboard effectively takes over the
1050 program is opened on the console, the keyboard effectively takes over the
1050 ``stdin`` file descriptor, and it can't be used for raw reading anymore.
1051 ``stdin`` file descriptor, and it can't be used for raw reading anymore.
1051 Since the IPython kernel effectively behaves like a console program (albeit
1052 Since the IPython kernel effectively behaves like a console program (albeit
1052 one whose "keyboard" is actually living in a separate process and
1053 one whose "keyboard" is actually living in a separate process and
1053 transported over the zmq connection), raw ``stdin`` isn't expected to be
1054 transported over the zmq connection), raw ``stdin`` isn't expected to be
1054 available.
1055 available.
1055
1056
1056
1057
1057 Heartbeat for kernels
1058 Heartbeat for kernels
1058 =====================
1059 =====================
1059
1060
1060 Initially we had considered using messages like those above over ZMQ for a
1061 Initially we had considered using messages like those above over ZMQ for a
1061 kernel 'heartbeat' (a way to detect quickly and reliably whether a kernel is
1062 kernel 'heartbeat' (a way to detect quickly and reliably whether a kernel is
1062 alive at all, even if it may be busy executing user code). But this has the
1063 alive at all, even if it may be busy executing user code). But this has the
1063 problem that if the kernel is locked inside extension code, it wouldn't execute
1064 problem that if the kernel is locked inside extension code, it wouldn't execute
1064 the python heartbeat code. But it turns out that we can implement a basic
1065 the python heartbeat code. But it turns out that we can implement a basic
1065 heartbeat with pure ZMQ, without using any Python messaging at all.
1066 heartbeat with pure ZMQ, without using any Python messaging at all.
1066
1067
1067 The monitor sends out a single zmq message (right now, it is a str of the
1068 The monitor sends out a single zmq message (right now, it is a str of the
1068 monitor's lifetime in seconds), and gets the same message right back, prefixed
1069 monitor's lifetime in seconds), and gets the same message right back, prefixed
1069 with the zmq identity of the DEALER socket in the heartbeat process. This can be
1070 with the zmq identity of the DEALER socket in the heartbeat process. This can be
1070 a uuid, or even a full message, but there doesn't seem to be a need for packing
1071 a uuid, or even a full message, but there doesn't seem to be a need for packing
1071 up a message when the sender and receiver are the exact same Python object.
1072 up a message when the sender and receiver are the exact same Python object.
1072
1073
1073 The model is this::
1074 The model is this::
1074
1075
1075 monitor.send(str(self.lifetime)) # '1.2345678910'
1076 monitor.send(str(self.lifetime)) # '1.2345678910'
1076
1077
1077 and the monitor receives some number of messages of the form::
1078 and the monitor receives some number of messages of the form::
1078
1079
1079 ['uuid-abcd-dead-beef', '1.2345678910']
1080 ['uuid-abcd-dead-beef', '1.2345678910']
1080
1081
1081 where the first part is the zmq.IDENTITY of the heart's DEALER on the engine, and
1082 where the first part is the zmq.IDENTITY of the heart's DEALER on the engine, and
1082 the rest is the message sent by the monitor. No Python code ever has any
1083 the rest is the message sent by the monitor. No Python code ever has any
1083 access to the message between the monitor's send, and the monitor's recv.
1084 access to the message between the monitor's send, and the monitor's recv.
1084
1085
1085 Custom Messages
1086 Custom Messages
1086 ===============
1087 ===============
1087
1088
1088 .. versionadded:: 4.1
1089 .. versionadded:: 4.1
1089
1090
1090 IPython 2.0 (msgspec v4.1) adds a messaging system for developers to add their own objects with Frontend
1091 IPython 2.0 (msgspec v4.1) adds a messaging system for developers to add their own objects with Frontend
1091 and Kernel-side components, and allow them to communicate with each other.
1092 and Kernel-side components, and allow them to communicate with each other.
1092 To do this, IPython adds a notion of a ``Comm``, which exists on both sides,
1093 To do this, IPython adds a notion of a ``Comm``, which exists on both sides,
1093 and can communicate in either direction.
1094 and can communicate in either direction.
1094
1095
1095 These messages are fully symmetrical - both the Kernel and the Frontend can send each message,
1096 These messages are fully symmetrical - both the Kernel and the Frontend can send each message,
1096 and no messages expect a reply.
1097 and no messages expect a reply.
1097 The Kernel listens for these messages on the Shell channel,
1098 The Kernel listens for these messages on the Shell channel,
1098 and the Frontend listens for them on the IOPub channel.
1099 and the Frontend listens for them on the IOPub channel.
1099
1100
1100 Opening a Comm
1101 Opening a Comm
1101 --------------
1102 --------------
1102
1103
1103 Opening a Comm produces a ``comm_open`` message, to be sent to the other side::
1104 Opening a Comm produces a ``comm_open`` message, to be sent to the other side::
1104
1105
1105 {
1106 {
1106 'comm_id' : 'u-u-i-d',
1107 'comm_id' : 'u-u-i-d',
1107 'target_name' : 'my_comm',
1108 'target_name' : 'my_comm',
1108 'data' : {}
1109 'data' : {}
1109 }
1110 }
1110
1111
1111 Every Comm has an ID and a target name.
1112 Every Comm has an ID and a target name.
1112 The code handling the message on the receiving side is responsible for maintaining a mapping
1113 The code handling the message on the receiving side is responsible for maintaining a mapping
1113 of target_name keys to constructors.
1114 of target_name keys to constructors.
1114 After a ``comm_open`` message has been sent,
1115 After a ``comm_open`` message has been sent,
1115 there should be a corresponding Comm instance on both sides.
1116 there should be a corresponding Comm instance on both sides.
1116 The ``data`` key is always a dict and can be any extra JSON information used in initialization of the comm.
1117 The ``data`` key is always a dict and can be any extra JSON information used in initialization of the comm.
1117
1118
1118 If the ``target_name`` key is not found on the receiving side,
1119 If the ``target_name`` key is not found on the receiving side,
1119 then it should immediately reply with a ``comm_close`` message to avoid an inconsistent state.
1120 then it should immediately reply with a ``comm_close`` message to avoid an inconsistent state.
1120
1121
1121 Comm Messages
1122 Comm Messages
1122 -------------
1123 -------------
1123
1124
1124 Comm messages are one-way communications to update comm state,
1125 Comm messages are one-way communications to update comm state,
1125 used for synchronizing widget state, or simply requesting actions of a comm's counterpart.
1126 used for synchronizing widget state, or simply requesting actions of a comm's counterpart.
1126
1127
1127 Essentially, each comm pair defines their own message specification implemented inside the ``data`` dict.
1128 Essentially, each comm pair defines their own message specification implemented inside the ``data`` dict.
1128
1129
1129 There are no expected replies (of course, one side can send another ``comm_msg`` in reply).
1130 There are no expected replies (of course, one side can send another ``comm_msg`` in reply).
1130
1131
1131 Message type: ``comm_msg``::
1132 Message type: ``comm_msg``::
1132
1133
1133 {
1134 {
1134 'comm_id' : 'u-u-i-d',
1135 'comm_id' : 'u-u-i-d',
1135 'data' : {}
1136 'data' : {}
1136 }
1137 }
1137
1138
1138 Tearing Down Comms
1139 Tearing Down Comms
1139 ------------------
1140 ------------------
1140
1141
1141 Since comms live on both sides, when a comm is destroyed the other side must be notified.
1142 Since comms live on both sides, when a comm is destroyed the other side must be notified.
1142 This is done with a ``comm_close`` message.
1143 This is done with a ``comm_close`` message.
1143
1144
1144 Message type: ``comm_close``::
1145 Message type: ``comm_close``::
1145
1146
1146 {
1147 {
1147 'comm_id' : 'u-u-i-d',
1148 'comm_id' : 'u-u-i-d',
1148 'data' : {}
1149 'data' : {}
1149 }
1150 }
1150
1151
1151 Output Side Effects
1152 Output Side Effects
1152 -------------------
1153 -------------------
1153
1154
1154 Since comm messages can execute arbitrary user code,
1155 Since comm messages can execute arbitrary user code,
1155 handlers should set the parent header and publish status busy / idle,
1156 handlers should set the parent header and publish status busy / idle,
1156 just like an execute request.
1157 just like an execute request.
1157
1158
1158
1159
1159 ToDo
1160 ToDo
1160 ====
1161 ====
1161
1162
1162 Missing things include:
1163 Missing things include:
1163
1164
1164 * Important: finish thinking through the payload concept and API.
1165 * Important: finish thinking through the payload concept and API.
1165
1166
1166 * Important: ensure that we have a good solution for magics like %edit. It's
1167 * Important: ensure that we have a good solution for magics like %edit. It's
1167 likely that with the payload concept we can build a full solution, but not
1168 likely that with the payload concept we can build a full solution, but not
1168 100% clear yet.
1169 100% clear yet.
1169
1170
1170 .. include:: ../links.txt
1171 .. include:: ../links.txt
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