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@@ -0,0 +1,70 b'' | |||||
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1 | .. _execution_semantics: | |||
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2 | ||||
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3 | Execution semantics in the IPython kernel | |||
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4 | ========================================= | |||
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5 | ||||
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6 | The execution of use code consists of the following phases: | |||
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7 | ||||
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8 | 1. Fire the ``pre_execute`` event. | |||
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9 | 2. Fire the ``pre_run_cell`` event unless silent is True. | |||
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10 | 3. Execute the ``code`` field, see below for details. | |||
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11 | 4. If execution succeeds, expressions in ``user_expressions`` are computed. | |||
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12 | This ensures that any error in the expressions don't affect the main code execution. | |||
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13 | 5. Fire the post_execute eventCall any method registered with :meth:`register_post_execute`. | |||
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14 | ||||
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15 | .. warning:: | |||
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16 | ||||
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17 | The API for running code before/after the main code block is likely to | |||
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18 | change soon. Both the ``pre_runcode_hook`` and the | |||
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19 | :meth:`register_post_execute` are susceptible to modification, as we find a | |||
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20 | consistent model for both. | |||
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21 | ||||
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22 | To understand how the ``code`` field is executed, one must know that Python | |||
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23 | code can be compiled in one of three modes (controlled by the ``mode`` argument | |||
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24 | to the :func:`compile` builtin): | |||
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25 | ||||
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26 | *single* | |||
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27 | Valid for a single interactive statement (though the source can contain | |||
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28 | multiple lines, such as a for loop). When compiled in this mode, the | |||
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29 | generated bytecode contains special instructions that trigger the calling of | |||
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30 | :func:`sys.displayhook` for any expression in the block that returns a value. | |||
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31 | This means that a single statement can actually produce multiple calls to | |||
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32 | :func:`sys.displayhook`, if for example it contains a loop where each | |||
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33 | iteration computes an unassigned expression would generate 10 calls:: | |||
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34 | ||||
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35 | for i in range(10): | |||
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36 | i**2 | |||
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37 | ||||
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38 | *exec* | |||
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39 | An arbitrary amount of source code, this is how modules are compiled. | |||
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40 | :func:`sys.displayhook` is *never* implicitly called. | |||
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41 | ||||
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42 | *eval* | |||
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43 | A single expression that returns a value. :func:`sys.displayhook` is *never* | |||
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44 | implicitly called. | |||
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45 | ||||
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46 | ||||
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47 | The ``code`` field is split into individual blocks each of which is valid for | |||
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48 | execution in 'single' mode, and then: | |||
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49 | ||||
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50 | - If there is only a single block: it is executed in 'single' mode. | |||
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51 | ||||
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52 | - If there is more than one block: | |||
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53 | ||||
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54 | * if the last one is a single line long, run all but the last in 'exec' mode | |||
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55 | and the very last one in 'single' mode. This makes it easy to type simple | |||
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56 | expressions at the end to see computed values. | |||
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57 | ||||
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58 | * if the last one is no more than two lines long, run all but the last in | |||
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59 | 'exec' mode and the very last one in 'single' mode. This makes it easy to | |||
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60 | type simple expressions at the end to see computed values. - otherwise | |||
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61 | (last one is also multiline), run all in 'exec' mode | |||
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62 | ||||
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63 | * otherwise (last one is also multiline), run all in 'exec' mode as a single | |||
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64 | unit. | |||
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65 | ||||
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66 | ||||
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67 | Errors in any registered post_execute functions are reported, | |||
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68 | and the failing function is removed from the post_execution set so that it does | |||
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69 | not continue triggering failures. | |||
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70 |
@@ -20,6 +20,7 b' on the IPython GitHub wiki.' | |||||
20 | :maxdepth: 1 |
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20 | :maxdepth: 1 | |
21 |
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21 | |||
22 | messaging |
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22 | messaging | |
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23 | execution | |||
23 | parallel_messages |
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24 | parallel_messages | |
24 | parallel_connections |
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25 | parallel_connections | |
25 | lexer |
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26 | lexer |
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@@ -9,7 +9,7 b' Versioning' | |||||
9 | ========== |
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9 | ========== | |
10 |
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10 | |||
11 | The IPython message specification is versioned independently of IPython. |
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11 | The IPython message specification is versioned independently of IPython. | |
12 |
The current version of the specification is |
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12 | The current version of the specification is 5.0.0. | |
13 |
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13 | |||
14 |
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14 | |||
15 | Introduction |
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15 | Introduction | |
@@ -38,22 +38,13 b' The basic design is explained in the following diagram:' | |||||
38 | A single kernel can be simultaneously connected to one or more frontends. The |
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38 | A single kernel can be simultaneously connected to one or more frontends. The | |
39 | kernel has three sockets that serve the following functions: |
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39 | kernel has three sockets that serve the following functions: | |
40 |
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40 | |||
41 | 1. stdin: this ROUTER socket is connected to all frontends, and it allows |
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41 | 1. Shell: this single ROUTER socket allows multiple incoming connections from | |
42 | the kernel to request input from the active frontend when :func:`raw_input` is called. |
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43 | The frontend that executed the code has a DEALER socket that acts as a 'virtual keyboard' |
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44 | for the kernel while this communication is happening (illustrated in the |
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45 | figure by the black outline around the central keyboard). In practice, |
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46 | frontends may display such kernel requests using a special input widget or |
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47 | otherwise indicating that the user is to type input for the kernel instead |
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48 | of normal commands in the frontend. |
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49 |
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50 | 2. Shell: this single ROUTER socket allows multiple incoming connections from |
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51 | frontends, and this is the socket where requests for code execution, object |
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42 | 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 |
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43 | 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 |
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44 | communication on this socket is a sequence of request/reply actions from | |
54 | each frontend and the kernel. |
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45 | each frontend and the kernel. | |
55 |
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46 | |||
56 |
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47 | 2. 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 |
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48 | 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 |
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49 | 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` |
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50 | are a number of actions in Python which generate side effects: :func:`print` | |
@@ -64,11 +55,23 b' kernel has three sockets that serve the following functions:' | |||||
64 | about communications taking place with one client over the shell channel |
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55 | about communications taking place with one client over the shell channel | |
65 | to be made available to all clients in a uniform manner. |
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56 | to be made available to all clients in a uniform manner. | |
66 |
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57 | |||
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58 | 3. stdin: this ROUTER socket is connected to all frontends, and it allows | |||
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59 | the kernel to request input from the active frontend when :func:`raw_input` is called. | |||
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60 | The frontend that executed the code has a DEALER socket that acts as a 'virtual keyboard' | |||
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61 | for the kernel while this communication is happening (illustrated in the | |||
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62 | figure by the black outline around the central keyboard). In practice, | |||
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63 | frontends may display such kernel requests using a special input widget or | |||
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64 | otherwise indicating that the user is to type input for the kernel instead | |||
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65 | of normal commands in the frontend. | |||
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66 | ||||
67 | All messages are tagged with enough information (details below) for clients |
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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 |
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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 |
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69 | which ones are from other clients, so they can display each type | |
70 | appropriately. |
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70 | appropriately. | |
71 |
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71 | |||
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72 | 4. Control: This channel is identical to Shell, but operates on a separate socket, | |||
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73 | to allow important messages to avoid queueing behind execution requests (e.g. shutdown or abort). | |||
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74 | ||||
72 | The actual format of the messages allowed on each of these channels is |
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75 | 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 |
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76 | specified below. Messages are dicts of dicts with string keys and values that | |
74 | are reasonably representable in JSON. Our current implementation uses JSON |
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77 | are reasonably representable in JSON. Our current implementation uses JSON | |
@@ -119,6 +122,10 b' A message is defined by the following four-dictionary structure::' | |||||
119 | 'content' : dict, |
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122 | 'content' : dict, | |
120 | } |
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123 | } | |
121 |
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124 | |||
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125 | .. versionchanged:: 5.0.0 | |||
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126 | ||||
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127 | ``version`` key added to the header. | |||
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128 | ||||
122 | The Wire Protocol |
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129 | The Wire Protocol | |
123 | ================= |
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130 | ================= | |
124 |
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131 | |||
@@ -250,13 +257,11 b' Message type: ``execute_request``::' | |||||
250 | 'code' : str, |
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257 | 'code' : str, | |
251 |
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258 | |||
252 | # A boolean flag which, if True, signals the kernel to execute |
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259 | # A boolean flag which, if True, signals the kernel to execute | |
253 |
# this code as quietly as possible. |
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260 | # this code as quietly as possible. | |
254 | # will compile the code with 'exec' instead of 'single' (so |
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261 | # silent=True forces store_history to be False, | |
255 | # sys.displayhook will not fire), forces store_history to be False, |
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256 | # and will *not*: |
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262 | # and will *not*: | |
257 |
# - broadcast |
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263 | # - broadcast output on the IOPUB channel | |
258 | # - do any logging |
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264 | # - have an execute_result | |
259 | # |
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260 | # The default is False. |
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265 | # The default is False. | |
261 | 'silent' : bool, |
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266 | 'silent' : bool, | |
262 |
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267 | |||
@@ -265,7 +270,7 b' Message type: ``execute_request``::' | |||||
265 | # is forced to be False. |
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270 | # is forced to be False. | |
266 | 'store_history' : bool, |
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271 | 'store_history' : bool, | |
267 |
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272 | |||
268 |
# |
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273 | # A dict mapping names to expressions to be evaluated in the | |
269 | # user's dict. The rich display-data representation of each will be evaluated after execution. |
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274 | # 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. |
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275 | # See the display_data content for the structure of the representation data. | |
271 | 'user_expressions' : dict, |
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276 | 'user_expressions' : dict, | |
@@ -276,12 +281,13 b' Message type: ``execute_request``::' | |||||
276 | 'allow_stdin' : True, |
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281 | 'allow_stdin' : True, | |
277 | } |
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282 | } | |
278 |
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283 | |||
279 | The ``code`` field contains a single string (possibly multiline). The kernel |
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284 | .. versionchanged:: 5.0.0 | |
280 | is responsible for splitting this into one or more independent execution blocks |
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285 | ||
281 | and deciding whether to compile these in 'single' or 'exec' mode (see below for |
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286 | ``user_variables`` removed, because it is redundant with user_expressions. | |
282 | detailed execution semantics). |
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287 | ||
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288 | The ``code`` field contains a single string (possibly multiline) to be executed. | |||
283 |
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289 | |||
284 |
The ``user_expressions`` field |
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290 | The ``user_expressions`` field deserves a detailed explanation. In the past, IPython had | |
285 | the notion of a prompt string that allowed arbitrary code to be evaluated, and |
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291 | the notion of a prompt string that allowed arbitrary code to be evaluated, and | |
286 | this was put to good use by many in creating prompts that displayed system |
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292 | this was put to good use by many in creating prompts that displayed system | |
287 | status, path information, and even more esoteric uses like remote instrument |
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293 | status, path information, and even more esoteric uses like remote instrument | |
@@ -289,91 +295,7 b' status acquired over the network. But now that IPython has a clean separation' | |||||
289 | between the kernel and the clients, the kernel has no prompt knowledge; prompts |
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295 | between the kernel and the clients, the kernel has no prompt knowledge; prompts | |
290 | are a frontend feature, and it should be even possible for different |
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296 | are a frontend feature, and it should be even possible for different | |
291 | frontends to display different prompts while interacting with the same kernel. |
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297 | frontends to display different prompts while interacting with the same kernel. | |
292 |
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298 | ``user_expressions`` can be used to retrieve this information. | ||
293 | The kernel provides the ability to retrieve data from the user's namespace |
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294 | after the execution of the main ``code``, thanks to two fields in the |
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295 | ``execute_request`` message: |
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296 |
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297 | - ``user_expressions``: For more complex expressions that require function |
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298 | evaluations, a dict can be provided with string keys and arbitrary python |
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299 | expressions as values. The return message will contain also a dict with the |
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300 | same keys and the rich representations of the evaluated expressions as value. |
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301 |
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302 | With this information, frontends can display any status information they wish |
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303 | in the form that best suits each frontend (a status line, a popup, inline for a |
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304 | terminal, etc). |
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305 |
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306 | .. Note:: |
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307 |
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308 | In order to obtain the current execution counter for the purposes of |
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309 | displaying input prompts, frontends simply make an execution request with an |
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310 | empty code string and ``silent=True``. |
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311 |
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312 | Execution semantics |
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313 | ~~~~~~~~~~~~~~~~~~~ |
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314 |
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315 | When the silent flag is false, the execution of use code consists of the |
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316 | following phases (in silent mode, only the ``code`` field is executed): |
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317 |
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318 | 1. Run the ``pre_runcode_hook``. |
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319 |
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320 | 2. Execute the ``code`` field, see below for details. |
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321 |
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322 | 3. If #2 succeeds, expressions in ``user_expressions`` are computed. |
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323 | This ensures that any error in the expressions don't affect the main code execution. |
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324 |
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325 | 4. Call any method registered with :meth:`register_post_execute`. |
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326 |
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327 | .. warning:: |
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328 |
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329 | The API for running code before/after the main code block is likely to |
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330 | change soon. Both the ``pre_runcode_hook`` and the |
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331 | :meth:`register_post_execute` are susceptible to modification, as we find a |
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332 | consistent model for both. |
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333 |
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334 | To understand how the ``code`` field is executed, one must know that Python |
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335 | code can be compiled in one of three modes (controlled by the ``mode`` argument |
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336 | to the :func:`compile` builtin): |
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337 |
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338 | *single* |
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339 | Valid for a single interactive statement (though the source can contain |
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340 | multiple lines, such as a for loop). When compiled in this mode, the |
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341 | generated bytecode contains special instructions that trigger the calling of |
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342 | :func:`sys.displayhook` for any expression in the block that returns a value. |
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343 | This means that a single statement can actually produce multiple calls to |
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344 | :func:`sys.displayhook`, if for example it contains a loop where each |
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345 | iteration computes an unassigned expression would generate 10 calls:: |
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346 |
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347 | for i in range(10): |
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348 | i**2 |
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349 |
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350 | *exec* |
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351 | An arbitrary amount of source code, this is how modules are compiled. |
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352 | :func:`sys.displayhook` is *never* implicitly called. |
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353 |
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354 | *eval* |
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355 | A single expression that returns a value. :func:`sys.displayhook` is *never* |
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356 | implicitly called. |
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357 |
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358 |
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359 | The ``code`` field is split into individual blocks each of which is valid for |
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360 | execution in 'single' mode, and then: |
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361 |
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362 | - If there is only a single block: it is executed in 'single' mode. |
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363 |
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364 | - If there is more than one block: |
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365 |
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366 | * if the last one is a single line long, run all but the last in 'exec' mode |
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367 | and the very last one in 'single' mode. This makes it easy to type simple |
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368 | expressions at the end to see computed values. |
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369 |
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370 | * if the last one is no more than two lines long, run all but the last in |
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371 | 'exec' mode and the very last one in 'single' mode. This makes it easy to |
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372 | type simple expressions at the end to see computed values. - otherwise |
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373 | (last one is also multiline), run all in 'exec' mode |
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374 |
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375 | * otherwise (last one is also multiline), run all in 'exec' mode as a single |
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376 | unit. |
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377 |
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299 | |||
378 | Any error in evaluating any expression in ``user_expressions`` will result in |
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300 | Any error in evaluating any expression in ``user_expressions`` will result in | |
379 | only that key containing a standard error message, of the form:: |
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301 | only that key containing a standard error message, of the form:: | |
@@ -385,27 +307,30 b' only that key containing a standard error message, of the form::' | |||||
385 | 'traceback' : ... |
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307 | 'traceback' : ... | |
386 | } |
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308 | } | |
387 |
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309 | |||
388 | Errors in any registered post_execute functions are also reported, |
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310 | .. Note:: | |
389 | and the failing function is removed from the post_execution set so that it does |
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311 | ||
390 | not continue triggering failures. |
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312 | In order to obtain the current execution counter for the purposes of | |
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313 | displaying input prompts, frontends may make an execution request with an | |||
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314 | empty code string and ``silent=True``. | |||
391 |
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315 | |||
392 | Upon completion of the execution request, the kernel *always* sends a reply, |
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316 | Upon completion of the execution request, the kernel *always* sends a reply, | |
393 | with a status code indicating what happened and additional data depending on |
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317 | with a status code indicating what happened and additional data depending on | |
394 | the outcome. See :ref:`below <execution_results>` for the possible return |
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318 | the outcome. See :ref:`below <execution_results>` for the possible return | |
395 | codes and associated data. |
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319 | codes and associated data. | |
396 |
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320 | |||
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321 | .. seealso:: | |||
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322 | ||||
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323 | :ref:`execution_semantics` | |||
397 |
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324 | |||
398 | .. _execution_counter: |
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325 | .. _execution_counter: | |
399 |
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326 | |||
400 | Execution counter (prompt number) |
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327 | Execution counter (prompt number) | |
401 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
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328 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | |
402 |
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329 | |||
403 |
The kernel |
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330 | The kernel should have a single, monotonically increasing counter of all execution | |
404 |
requests that are made with ``store_history=True``. |
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331 | requests that are made with ``store_history=True``. This counter is used to populate | |
405 | the ``In[n]``, ``Out[n]`` and ``_n`` variables, so clients will likely want to |
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332 | the ``In[n]`` and ``Out[n]`` prompts. The value of this counter will be returned as the | |
406 | display it in some form to the user, which will typically (but not necessarily) |
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333 | ``execution_count`` field of all ``execute_reply`` and ``execute_input`` messages. | |
407 | be done in the prompts. The value of this counter will be returned as the |
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408 | ``execution_count`` field of all ``execute_reply`` and ``pyin`` messages. |
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409 |
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334 | |||
410 | .. _execution_results: |
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335 | .. _execution_results: | |
411 |
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336 | |||
@@ -441,6 +366,10 b" When status is 'ok', the following extra fields are present::" | |||||
441 | 'user_expressions' : dict, |
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366 | 'user_expressions' : dict, | |
442 | } |
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367 | } | |
443 |
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368 | |||
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369 | .. versionchanged:: 5.0.0 | |||
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370 | ||||
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371 | ``user_variables`` is removed, use user_expressions instead. | |||
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372 | ||||
444 | .. admonition:: Execution payloads |
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373 | .. admonition:: Execution payloads | |
445 |
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374 | |||
446 | The notion of an 'execution payload' is different from a return value of a |
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375 | The notion of an 'execution payload' is different from a return value of a | |
@@ -481,145 +410,82 b" When status is 'abort', there are for now no additional data fields. This" | |||||
481 | happens when the kernel was interrupted by a signal. |
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410 | happens when the kernel was interrupted by a signal. | |
482 |
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411 | |||
483 |
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412 | |||
484 | Object information |
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413 | Introspection | |
485 |
------------- |
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414 | ------------- | |
486 |
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415 | |||
487 | One of IPython's most used capabilities is the introspection of Python objects |
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416 | Code can be inspected to show useful information to the user. | |
488 | in the user's namespace, typically invoked via the ``?`` and ``??`` characters |
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417 | It is up to the Kernel to decide what information should be displayed, and its formatting. | |
489 | (which in reality are shorthands for the ``%pinfo`` magic). This is used often |
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490 | enough that it warrants an explicit message type, especially because frontends |
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491 | may want to get object information in response to user keystrokes (like Tab or |
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492 | F1) besides from the user explicitly typing code like ``x??``. |
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493 |
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418 | |||
494 |
Message type: `` |
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419 | Message type: ``inspect_request``:: | |
495 |
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420 | |||
496 | content = { |
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421 | content = { | |
497 | # The (possibly dotted) name of the object to be searched in all |
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422 | # The code context in which introspection is requested | |
498 | # relevant namespaces |
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423 | # this may be up to an entire multiline cell. | |
499 |
' |
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424 | 'code' : str, | |
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425 | ||||
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426 | # The cursor position within 'code' (in unicode characters) where inspection is requested | |||
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427 | 'cursor_pos' : int, | |||
500 |
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428 | |||
501 |
# The level of detail desired. |
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429 | # The level of detail desired. In IPython, the default (0) is equivalent to typing | |
502 | # 'x?' at the prompt, 1 is equivalent to 'x??'. |
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430 | # 'x?' at the prompt, 1 is equivalent to 'x??'. | |
503 | 'detail_level' : int, |
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431 | # The difference is up to kernels, but in IPython level 1 includes the source code | |
|
432 | # if available. | |||
|
433 | 'detail_level' : 0 or 1, | |||
504 | } |
|
434 | } | |
505 |
|
435 | |||
506 | The returned information will be a dictionary with keys very similar to the |
|
436 | .. versionchanged:: 5.0.0 | |
507 | field names that IPython prints at the terminal. |
|
437 | ||
508 |
|
438 | ``object_info_request`` renamed to ``inspect_request``. | ||
509 | Message type: ``object_info_reply``:: |
|
439 | ||
|
440 | .. versionchanged:: 5.0.0 | |||
|
441 | ||||
|
442 | ``name`` key replaced with ``code`` and ``cursor_pos``, | |||
|
443 | moving the lexing responsibility to the kernel. | |||
|
444 | ||||
|
445 | The reply is a mime-bundle, like a `display_data`_ message, | |||
|
446 | which should be a formatted representation of information about the context. | |||
|
447 | In the notebook, this is used to show tooltips over function calls, etc. | |||
|
448 | ||||
|
449 | Message type: ``inspect_reply``:: | |||
510 |
|
450 | |||
511 | content = { |
|
451 | content = { | |
512 | # The name the object was requested under |
|
452 | # 'ok' if the request succeeded or 'error', with error information as in all other replies. | |
513 | 'name' : str, |
|
453 | 'status' : 'ok', | |
514 |
|
454 | |||
515 | # Boolean flag indicating whether the named object was found or not. If |
|
455 | # data can be empty if nothing is found | |
516 | # it's false, all other fields will be empty. |
|
456 | 'data' : dict, | |
517 | 'found' : bool, |
|
457 | 'metadata' : dict, | |
518 |
|
||||
519 | # Flags for magics and system aliases |
|
|||
520 | 'ismagic' : bool, |
|
|||
521 | 'isalias' : bool, |
|
|||
522 |
|
||||
523 | # The name of the namespace where the object was found ('builtin', |
|
|||
524 | # 'magics', 'alias', 'interactive', etc.) |
|
|||
525 | 'namespace' : str, |
|
|||
526 |
|
||||
527 | # The type name will be type.__name__ for normal Python objects, but it |
|
|||
528 | # can also be a string like 'Magic function' or 'System alias' |
|
|||
529 | 'type_name' : str, |
|
|||
530 |
|
||||
531 | # The string form of the object, possibly truncated for length if |
|
|||
532 | # detail_level is 0 |
|
|||
533 | 'string_form' : str, |
|
|||
534 |
|
||||
535 | # For objects with a __class__ attribute this will be set |
|
|||
536 | 'base_class' : str, |
|
|||
537 |
|
||||
538 | # For objects with a __len__ attribute this will be set |
|
|||
539 | 'length' : int, |
|
|||
540 |
|
||||
541 | # If the object is a function, class or method whose file we can find, |
|
|||
542 | # we give its full path |
|
|||
543 | 'file' : str, |
|
|||
544 |
|
||||
545 | # For pure Python callable objects, we can reconstruct the object |
|
|||
546 | # definition line which provides its call signature. For convenience this |
|
|||
547 | # is returned as a single 'definition' field, but below the raw parts that |
|
|||
548 | # compose it are also returned as the argspec field. |
|
|||
549 | 'definition' : str, |
|
|||
550 |
|
||||
551 | # The individual parts that together form the definition string. Clients |
|
|||
552 | # with rich display capabilities may use this to provide a richer and more |
|
|||
553 | # precise representation of the definition line (e.g. by highlighting |
|
|||
554 | # arguments based on the user's cursor position). For non-callable |
|
|||
555 | # objects, this field is empty. |
|
|||
556 | 'argspec' : { # The names of all the arguments |
|
|||
557 | args : list, |
|
|||
558 | # The name of the varargs (*args), if any |
|
|||
559 | varargs : str, |
|
|||
560 | # The name of the varkw (**kw), if any |
|
|||
561 | varkw : str, |
|
|||
562 | # The values (as strings) of all default arguments. Note |
|
|||
563 | # that these must be matched *in reverse* with the 'args' |
|
|||
564 | # list above, since the first positional args have no default |
|
|||
565 | # value at all. |
|
|||
566 | defaults : list, |
|
|||
567 | }, |
|
|||
568 |
|
||||
569 | # For instances, provide the constructor signature (the definition of |
|
|||
570 | # the __init__ method): |
|
|||
571 | 'init_definition' : str, |
|
|||
572 |
|
||||
573 | # Docstrings: for any object (function, method, module, package) with a |
|
|||
574 | # docstring, we show it. But in addition, we may provide additional |
|
|||
575 | # docstrings. For example, for instances we will show the constructor |
|
|||
576 | # and class docstrings as well, if available. |
|
|||
577 | 'docstring' : str, |
|
|||
578 |
|
||||
579 | # For instances, provide the constructor and class docstrings |
|
|||
580 | 'init_docstring' : str, |
|
|||
581 | 'class_docstring' : str, |
|
|||
582 |
|
||||
583 | # If it's a callable object whose call method has a separate docstring and |
|
|||
584 | # definition line: |
|
|||
585 | 'call_def' : str, |
|
|||
586 | 'call_docstring' : str, |
|
|||
587 |
|
||||
588 | # If detail_level was 1, we also try to find the source code that |
|
|||
589 | # defines the object, if possible. The string 'None' will indicate |
|
|||
590 | # that no source was found. |
|
|||
591 | 'source' : str, |
|
|||
592 | } |
|
458 | } | |
593 |
|
459 | |||
594 |
|
460 | .. versionchanged:: 5.0.0 | ||
595 | Complete |
|
461 | ||
596 | -------- |
|
462 | ``object_info_reply`` renamed to ``inspect_reply``. | |
|
463 | ||||
|
464 | .. versionchanged:: 5.0.0 | |||
|
465 | ||||
|
466 | Reply is changed from structured data to a mime bundle, allowing formatting decisions to be made by the kernel. | |||
|
467 | ||||
|
468 | Completion | |||
|
469 | ---------- | |||
597 |
|
470 | |||
598 | Message type: ``complete_request``:: |
|
471 | Message type: ``complete_request``:: | |
599 |
|
472 | |||
600 | content = { |
|
473 | content = { | |
601 | # The text to be completed, such as 'a.is' |
|
474 | # The code context in which completion is requested | |
602 | # this may be an empty string if the frontend does not do any lexing, |
|
475 | # this may be up to an entire multiline cell, such as | |
603 | # in which case the kernel must figure out the completion |
|
476 | # 'foo = a.isal' | |
604 | # based on 'line' and 'cursor_pos'. |
|
477 | 'code' : str, | |
605 | 'text' : str, |
|
478 | ||
606 |
|
479 | # The cursor position within 'code' (in unicode characters) where completion is requested | ||
607 | # The full line, such as 'print a.is'. This allows completers to |
|
|||
608 | # make decisions that may require information about more than just the |
|
|||
609 | # current word. |
|
|||
610 | 'line' : str, |
|
|||
611 |
|
||||
612 | # The entire block of text where the line is. This may be useful in the |
|
|||
613 | # case of multiline completions where more context may be needed. Note: if |
|
|||
614 | # in practice this field proves unnecessary, remove it to lighten the |
|
|||
615 | # messages. |
|
|||
616 |
|
||||
617 | 'block' : str or null/None, |
|
|||
618 |
|
||||
619 | # The position of the cursor where the user hit 'TAB' on the line. |
|
|||
620 | 'cursor_pos' : int, |
|
480 | 'cursor_pos' : int, | |
621 | } |
|
481 | } | |
622 |
|
482 | |||
|
483 | .. versionchanged:: 5.0.0 | |||
|
484 | ||||
|
485 | ``line``, ``block``, and ``text`` keys are removed in favor of a single ``code`` for context. | |||
|
486 | Lexing is up to the kernel. | |||
|
487 | ||||
|
488 | ||||
623 | Message type: ``complete_reply``:: |
|
489 | Message type: ``complete_reply``:: | |
624 |
|
490 | |||
625 | content = { |
|
491 | content = { | |
@@ -627,11 +493,13 b' Message type: ``complete_reply``::' | |||||
627 | # ['a.isalnum', 'a.isalpha'] for the above example. |
|
493 | # ['a.isalnum', 'a.isalpha'] for the above example. | |
628 | 'matches' : list, |
|
494 | 'matches' : list, | |
629 |
|
495 | |||
630 | # the substring of the matched text |
|
496 | # The range of text that should be replaced by the above matches when a completion is accepted. | |
631 | # this is typically the common prefix of the matches, |
|
497 | # typically cursor_end is the same as cursor_pos in the request. | |
632 | # and the text that is already in the block that would be replaced by the full completion. |
|
498 | 'cursor_start' : int, | |
633 | # This would be 'a.is' in the above example. |
|
499 | 'cursor_end' : int, | |
634 | 'matched_text' : str, |
|
500 | ||
|
501 | # Information that frontend plugins might use for extra display information about completions. | |||
|
502 | 'metadata' : dict, | |||
635 |
|
503 | |||
636 | # status should be 'ok' unless an exception was raised during the request, |
|
504 | # status should be 'ok' unless an exception was raised during the request, | |
637 | # in which case it should be 'error', along with the usual error message content |
|
505 | # in which case it should be 'error', along with the usual error message content | |
@@ -639,7 +507,12 b' Message type: ``complete_reply``::' | |||||
639 | 'status' : 'ok' |
|
507 | 'status' : 'ok' | |
640 | } |
|
508 | } | |
641 |
|
509 | |||
642 |
|
510 | .. versionchanged:: 5.0.0 | ||
|
511 | ||||
|
512 | - ``matched_text`` is removed in favor of ``cursor_start`` and ``cursor_end``. | |||
|
513 | - ``metadata`` is added for extended information. | |||
|
514 | ||||
|
515 | ||||
643 | History |
|
516 | History | |
644 | ------- |
|
517 | ------- | |
645 |
|
518 | |||
@@ -735,32 +608,47 b' Message type: ``kernel_info_request``::' | |||||
735 | Message type: ``kernel_info_reply``:: |
|
608 | Message type: ``kernel_info_reply``:: | |
736 |
|
609 | |||
737 | content = { |
|
610 | content = { | |
738 |
# Version of messaging protocol |
|
611 | # Version of messaging protocol. | |
739 | # The first integer indicates major version. It is incremented when |
|
612 | # The first integer indicates major version. It is incremented when | |
740 | # there is any backward incompatible change. |
|
613 | # there is any backward incompatible change. | |
741 | # The second integer indicates minor version. It is incremented when |
|
614 | # The second integer indicates minor version. It is incremented when | |
742 | # there is any backward compatible change. |
|
615 | # there is any backward compatible change. | |
743 | 'protocol_version': 'X.Y.Z', |
|
616 | 'protocol_version': 'X.Y.Z', | |
744 |
|
617 | |||
745 | # IPython version number (optional). |
|
618 | # The kernel implementation name | |
746 | # Non-python kernel backend may not have this version number. |
|
619 | # (e.g. 'ipython' for the IPython kernel) | |
747 | # could be '2.0.0-dev' for development version |
|
620 | 'implementation': str, | |
748 | 'ipython_version': 'X.Y.Z', |
|
621 | ||
|
622 | # Implementation version number. | |||
|
623 | # The version number of the kernel's implementation | |||
|
624 | # (e.g. IPython.__version__ for the IPython kernel) | |||
|
625 | 'implementation_version': 'X.Y.Z', | |||
749 |
|
626 | |||
750 | # Language version number (mandatory). |
|
627 | # Programming language in which kernel is implemented. | |
|
628 | # Kernel included in IPython returns 'python'. | |||
|
629 | 'language': str, | |||
|
630 | ||||
|
631 | # Language version number. | |||
751 | # It is Python version number (e.g., '2.7.3') for the kernel |
|
632 | # It is Python version number (e.g., '2.7.3') for the kernel | |
752 | # included in IPython. |
|
633 | # included in IPython. | |
753 | 'language_version': 'X.Y.Z', |
|
634 | 'language_version': 'X.Y.Z', | |
754 |
|
635 | |||
755 | # Programming language in which kernel is implemented (mandatory). |
|
636 | # A banner of information about the kernel, | |
756 | # Kernel included in IPython returns 'python'. |
|
637 | # which may be desplayed in console environments. | |
757 |
' |
|
638 | 'banner' : str, | |
758 | } |
|
639 | } | |
759 |
|
640 | |||
760 | .. versionchanged:: 5.0 |
|
641 | .. versionchanged:: 5.0.0 | |
|
642 | ||||
|
643 | Versions changed from lists of integers to strings. | |||
|
644 | ||||
|
645 | .. versionchanged:: 5.0.0 | |||
|
646 | ||||
|
647 | ``ipython_version`` is removed. | |||
761 |
|
648 | |||
762 | In protocol version 4.0, versions were given as lists of numbers, |
|
649 | .. versionchanged:: 5.0.0 | |
763 | not version strings. |
|
650 | ||
|
651 | ``implementation``, ``implementation_version``, and ``banner`` keys are added. | |||
764 |
|
652 | |||
765 |
|
653 | |||
766 | Kernel shutdown |
|
654 | Kernel shutdown | |
@@ -833,7 +721,9 b' Some questions remain about this design:' | |||||
833 |
|
721 | |||
834 | * Do we use this message type for execute_result/displayhook? Probably not, because |
|
722 | * 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 |
|
723 | the displayhook also has to handle the Out prompt display. On the other hand | |
836 | we could put that information into the metadata secion. |
|
724 | we could put that information into the metadata section. | |
|
725 | ||||
|
726 | .. _display_data: | |||
837 |
|
727 | |||
838 | Message type: ``display_data``:: |
|
728 | Message type: ``display_data``:: | |
839 |
|
729 | |||
@@ -862,7 +752,7 b' with a reasonably unique name to avoid conflicts.' | |||||
862 | The only metadata keys currently defined in IPython are the width and height |
|
752 | The only metadata keys currently defined in IPython are the width and height | |
863 | of images:: |
|
753 | of images:: | |
864 |
|
754 | |||
865 |
|
|
755 | metadata = { | |
866 | 'image/png' : { |
|
756 | 'image/png' : { | |
867 | 'width': 640, |
|
757 | 'width': 640, | |
868 | 'height': 480 |
|
758 | 'height': 480 | |
@@ -870,6 +760,12 b' of images::' | |||||
870 | } |
|
760 | } | |
871 |
|
761 | |||
872 |
|
762 | |||
|
763 | .. versionchanged:: 5.0.0 | |||
|
764 | ||||
|
765 | `application/json` data should be unpacked JSON data, | |||
|
766 | not double-serialized as a JSON string. | |||
|
767 | ||||
|
768 | ||||
873 | Raw Data Publication |
|
769 | Raw Data Publication | |
874 | -------------------- |
|
770 | -------------------- | |
875 |
|
771 | |||
@@ -889,11 +785,11 b' Message type: ``data_pub``::' | |||||
889 |
|
785 | |||
890 | content = { |
|
786 | content = { | |
891 | # the keys of the data dict, after it has been unserialized |
|
787 | # the keys of the data dict, after it has been unserialized | |
892 |
|
|
788 | 'keys' : ['a', 'b'] | |
893 | } |
|
789 | } | |
894 | # the namespace dict will be serialized in the message buffers, |
|
790 | # the namespace dict will be serialized in the message buffers, | |
895 | # which will have a length of at least one |
|
791 | # which will have a length of at least one | |
896 | buffers = ['pdict', ...] |
|
792 | buffers = [b'pdict', ...] | |
897 |
|
793 | |||
898 |
|
794 | |||
899 | The interpretation of a sequence of data_pub messages for a given parent request should be |
|
795 | The interpretation of a sequence of data_pub messages for a given parent request should be | |
@@ -907,15 +803,15 b' to update a single namespace with subsequent results.' | |||||
907 | of which the Client can then publish *representations* via ``display_data`` |
|
803 | of which the Client can then publish *representations* via ``display_data`` | |
908 | to various frontends. |
|
804 | to various frontends. | |
909 |
|
805 | |||
910 |
|
|
806 | Code inputs | |
911 |
----------- |
|
807 | ----------- | |
912 |
|
808 | |||
913 | To let all frontends know what code is being executed at any given time, these |
|
809 | To let all frontends know what code is being executed at any given time, these | |
914 | messages contain a re-broadcast of the ``code`` portion of an |
|
810 | messages contain a re-broadcast of the ``code`` portion of an | |
915 | :ref:`execute_request <execute>`, along with the :ref:`execution_count |
|
811 | :ref:`execute_request <execute>`, along with the :ref:`execution_count | |
916 | <execution_counter>`. |
|
812 | <execution_counter>`. | |
917 |
|
813 | |||
918 |
Message type: `` |
|
814 | Message type: ``execute_input``:: | |
919 |
|
815 | |||
920 | content = { |
|
816 | content = { | |
921 | 'code' : str, # Source code to be executed, one or more lines |
|
817 | 'code' : str, # Source code to be executed, one or more lines | |
@@ -926,29 +822,22 b' Message type: ``pyin``::' | |||||
926 | 'execution_count' : int |
|
822 | 'execution_count' : int | |
927 | } |
|
823 | } | |
928 |
|
824 | |||
929 | Python outputs |
|
825 | .. versionchanged:: 5.0.0 | |
930 | -------------- |
|
826 | ||
|
827 | ``pyin`` is renamed to ``execute_input``. | |||
|
828 | ||||
931 |
|
829 | |||
932 | When Python produces output from code that has been compiled in with the |
|
830 | Execution results | |
933 | 'single' flag to :func:`compile`, any expression that produces a value (such as |
|
831 | ----------------- | |
934 | ``1+1``) is passed to ``sys.displayhook``, which is a callable that can do with |
|
832 | ||
935 | this value whatever it wants. The default behavior of ``sys.displayhook`` in |
|
833 | Results of an execution are published as an ``execute_result``. | |
936 | the Python interactive prompt is to print to ``sys.stdout`` the :func:`repr` of |
|
834 | These are identical to `display_data`_ messages, with the addition of an ``execution_count`` key. | |
937 | the value as long as it is not ``None`` (which isn't printed at all). In our |
|
835 | ||
938 | case, the kernel instantiates as ``sys.displayhook`` an object which has |
|
836 | Results can have multiple simultaneous formats depending on its | |
939 | similar behavior, but which instead of printing to stdout, broadcasts these |
|
837 | configuration. A plain text representation should always be provided | |
940 | values as ``execute_result`` messages for clients to display appropriately. |
|
838 | in the ``text/plain`` mime-type. Frontends are free to display any or all of these | |
941 |
|
839 | according to its capabilities. | ||
942 | IPython's displayhook can handle multiple simultaneous formats depending on its |
|
840 | Frontends should ignore mime-types they do not understand. The data itself is | |
943 | configuration. The default pretty-printed repr text is always given with the |
|
|||
944 | ``data`` entry in this message. Any other formats are provided in the |
|
|||
945 | ``extra_formats`` list. Frontends are free to display any or all of these |
|
|||
946 | according to its capabilities. ``extra_formats`` list contains 3-tuples of an ID |
|
|||
947 | string, a type string, and the data. The ID is unique to the formatter |
|
|||
948 | implementation that created the data. Frontends will typically ignore the ID |
|
|||
949 | unless if it has requested a particular formatter. The type string tells the |
|
|||
950 | frontend how to interpret the data. It is often, but not always a MIME type. |
|
|||
951 | Frontends should ignore types that it does not understand. The data itself is |
|
|||
952 | any JSON object and depends on the format. It is often, but not always a string. |
|
841 | any JSON object and depends on the format. It is often, but not always a string. | |
953 |
|
842 | |||
954 | Message type: ``execute_result``:: |
|
843 | Message type: ``execute_result``:: | |
@@ -959,16 +848,16 b' Message type: ``execute_result``::' | |||||
959 | # display it, since IPython automatically creates variables called _N |
|
848 | # display it, since IPython automatically creates variables called _N | |
960 | # (for prompt N). |
|
849 | # (for prompt N). | |
961 | 'execution_count' : int, |
|
850 | 'execution_count' : int, | |
962 |
|
851 | |||
963 | # data and metadata are identical to a display_data message. |
|
852 | # data and metadata are identical to a display_data message. | |
964 | # the object being displayed is that passed to the display hook, |
|
853 | # the object being displayed is that passed to the display hook, | |
965 | # i.e. the *result* of the execution. |
|
854 | # i.e. the *result* of the execution. | |
966 | 'data' : dict, |
|
855 | 'data' : dict, | |
967 | 'metadata' : dict, |
|
856 | 'metadata' : dict, | |
968 | } |
|
857 | } | |
969 |
|
858 | |||
970 |
|
|
859 | Execution errors | |
971 | ------------- |
|
860 | ---------------- | |
972 |
|
861 | |||
973 | When an error occurs during code execution |
|
862 | When an error occurs during code execution | |
974 |
|
863 | |||
@@ -979,6 +868,10 b' Message type: ``error``::' | |||||
979 | # except the 'status' field is omitted. |
|
868 | # except the 'status' field is omitted. | |
980 | } |
|
869 | } | |
981 |
|
870 | |||
|
871 | .. versionchanged:: 5.0.0 | |||
|
872 | ||||
|
873 | ``pyerr`` renamed to ``error`` | |||
|
874 | ||||
982 | Kernel status |
|
875 | Kernel status | |
983 | ------------- |
|
876 | ------------- | |
984 |
|
877 | |||
@@ -1010,8 +903,8 b' Message type: ``clear_output``::' | |||||
1010 |
|
903 | |||
1011 | .. versionchanged:: 4.1 |
|
904 | .. versionchanged:: 4.1 | |
1012 |
|
905 | |||
1013 |
|
|
906 | ``stdout``, ``stderr``, and ``display`` boolean keys for selective clearing are removed, | |
1014 |
and |
|
907 | and ``wait`` is added. | |
1015 | The selective clearing keys are ignored in v4 and the default behavior remains the same, |
|
908 | The selective clearing keys are ignored in v4 and the default behavior remains the same, | |
1016 | so v4 clear_output messages will be safely handled by a v4.1 frontend. |
|
909 | so v4 clear_output messages will be safely handled by a v4.1 frontend. | |
1017 |
|
910 | |||
@@ -1029,7 +922,13 b' the ``raw_input(prompt)`` call.' | |||||
1029 |
|
922 | |||
1030 | Message type: ``input_request``:: |
|
923 | Message type: ``input_request``:: | |
1031 |
|
924 | |||
1032 | content = { 'prompt' : str, 'password' : bool } |
|
925 | content = { | |
|
926 | # the text to show at the prompt | |||
|
927 | 'prompt' : str, | |||
|
928 | # Is the request for a password? | |||
|
929 | # If so, the frontend shouldn't echo input. | |||
|
930 | 'password' : bool | |||
|
931 | } | |||
1033 |
|
|
932 | ||
1034 | Message type: ``input_reply``:: |
|
933 | Message type: ``input_reply``:: | |
1035 |
|
934 | |||
@@ -1038,9 +937,9 b' Message type: ``input_reply``::' | |||||
1038 |
|
937 | |||
1039 | When ``password`` is True, the frontend should not echo the input as it is entered. |
|
938 | When ``password`` is True, the frontend should not echo the input as it is entered. | |
1040 |
|
939 | |||
1041 | .. versionchanged:: 5.0 |
|
940 | .. versionchanged:: 5.0.0 | |
1042 |
|
941 | |||
1043 |
``password`` key added |
|
942 | ``password`` key added. | |
1044 |
|
943 | |||
1045 | .. note:: |
|
944 | .. note:: | |
1046 |
|
945 | |||
@@ -1061,34 +960,13 b' When ``password`` is True, the frontend should not echo the input as it is enter' | |||||
1061 | transported over the zmq connection), raw ``stdin`` isn't expected to be |
|
960 | transported over the zmq connection), raw ``stdin`` isn't expected to be | |
1062 | available. |
|
961 | available. | |
1063 |
|
962 | |||
1064 |
|
963 | |||
1065 | Heartbeat for kernels |
|
964 | Heartbeat for kernels | |
1066 | ===================== |
|
965 | ===================== | |
1067 |
|
966 | |||
1068 | Initially we had considered using messages like those above over ZMQ for a |
|
967 | Clients send ping messages on a REQ socket, which are echoed right back | |
1069 | kernel 'heartbeat' (a way to detect quickly and reliably whether a kernel is |
|
968 | from the Kernel's REP socket. These are simple bytestrings, not full JSON messages described above. | |
1070 | alive at all, even if it may be busy executing user code). But this has the |
|
|||
1071 | problem that if the kernel is locked inside extension code, it wouldn't execute |
|
|||
1072 | the python heartbeat code. But it turns out that we can implement a basic |
|
|||
1073 | heartbeat with pure ZMQ, without using any Python messaging at all. |
|
|||
1074 |
|
||||
1075 | The monitor sends out a single zmq message (right now, it is a str of the |
|
|||
1076 | monitor's lifetime in seconds), and gets the same message right back, prefixed |
|
|||
1077 | with the zmq identity of the DEALER socket in the heartbeat process. This can be |
|
|||
1078 | a uuid, or even a full message, but there doesn't seem to be a need for packing |
|
|||
1079 | up a message when the sender and receiver are the exact same Python object. |
|
|||
1080 |
|
||||
1081 | The model is this:: |
|
|||
1082 |
|
969 | |||
1083 | monitor.send(str(self.lifetime)) # '1.2345678910' |
|
|||
1084 |
|
||||
1085 | and the monitor receives some number of messages of the form:: |
|
|||
1086 |
|
||||
1087 | ['uuid-abcd-dead-beef', '1.2345678910'] |
|
|||
1088 |
|
||||
1089 | where the first part is the zmq.IDENTITY of the heart's DEALER on the engine, and |
|
|||
1090 | the rest is the message sent by the monitor. No Python code ever has any |
|
|||
1091 | access to the message between the monitor's send, and the monitor's recv. |
|
|||
1092 |
|
970 | |||
1093 | Custom Messages |
|
971 | Custom Messages | |
1094 | =============== |
|
972 | =============== | |
@@ -1164,15 +1042,11 b' handlers should set the parent header and publish status busy / idle,' | |||||
1164 | just like an execute request. |
|
1042 | just like an execute request. | |
1165 |
|
1043 | |||
1166 |
|
1044 | |||
1167 | ToDo |
|
1045 | To Do | |
1168 | ==== |
|
1046 | ===== | |
1169 |
|
1047 | |||
1170 | Missing things include: |
|
1048 | Missing things include: | |
1171 |
|
1049 | |||
1172 | * Important: finish thinking through the payload concept and API. |
|
1050 | * Important: finish thinking through the payload concept and API. | |
1173 |
|
1051 | |||
1174 | * Important: ensure that we have a good solution for magics like %edit. It's |
|
|||
1175 | likely that with the payload concept we can build a full solution, but not |
|
|||
1176 | 100% clear yet. |
|
|||
1177 |
|
||||
1178 | .. include:: ../links.txt |
|
1052 | .. include:: ../links.txt |
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