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@@ -1,186 +1,151 b'' | |||
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1 | 1 | """Base class to manage comms""" |
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2 | 2 | |
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3 | #----------------------------------------------------------------------------- | |
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4 | # Copyright (C) 2013 The IPython Development Team | |
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5 | # | |
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6 | # Distributed under the terms of the BSD License. The full license is in | |
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7 | # the file COPYING, distributed as part of this software. | |
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8 | #----------------------------------------------------------------------------- | |
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9 | ||
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10 | #----------------------------------------------------------------------------- | |
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11 | # Imports | |
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12 | #----------------------------------------------------------------------------- | |
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3 | # Copyright (c) IPython Development Team. | |
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4 | # Distributed under the terms of the Modified BSD License. | |
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13 | 5 | |
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14 | 6 | import sys |
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15 | 7 | |
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16 | 8 | from IPython.config import LoggingConfigurable |
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17 | 9 | from IPython.core.prompts import LazyEvaluate |
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18 | 10 | from IPython.core.getipython import get_ipython |
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19 | 11 | |
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20 | 12 | from IPython.utils.importstring import import_item |
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21 | 13 | from IPython.utils.py3compat import string_types |
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22 | 14 | from IPython.utils.traitlets import Instance, Unicode, Dict, Any |
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23 | 15 | |
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24 | 16 | from .comm import Comm |
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25 | 17 | |
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26 | #----------------------------------------------------------------------------- | |
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27 | # Code | |
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28 | #----------------------------------------------------------------------------- | |
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29 | 18 | |
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30 | 19 | def lazy_keys(dikt): |
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31 | 20 | """Return lazy-evaluated string representation of a dictionary's keys |
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32 | 21 | |
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33 | 22 | Key list is only constructed if it will actually be used. |
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34 | 23 | Used for debug-logging. |
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35 | 24 | """ |
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36 | 25 | return LazyEvaluate(lambda d: list(d.keys())) |
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37 | 26 | |
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38 | 27 | |
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39 | def with_output(method): | |
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40 | """method decorator for ensuring output is handled properly in a message handler | |
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41 | ||
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42 | - sets parent header before entering the method | |
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43 | - publishes busy/idle | |
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44 | - flushes stdout/stderr after | |
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45 | """ | |
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46 | def method_with_output(self, stream, ident, msg): | |
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47 | parent = msg['header'] | |
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48 | self.shell.set_parent(parent) | |
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49 | self.shell.kernel._publish_status('busy', parent) | |
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50 | try: | |
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51 | return method(self, stream, ident, msg) | |
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52 | finally: | |
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53 | sys.stdout.flush() | |
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54 | sys.stderr.flush() | |
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55 | self.shell.kernel._publish_status('idle', parent) | |
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56 | ||
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57 | return method_with_output | |
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58 | ||
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59 | ||
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60 | 28 | class CommManager(LoggingConfigurable): |
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61 | 29 | """Manager for Comms in the Kernel""" |
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62 | 30 | |
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63 | 31 | shell = Instance('IPython.core.interactiveshell.InteractiveShellABC') |
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64 | 32 | def _shell_default(self): |
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65 | 33 | return get_ipython() |
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66 | 34 | iopub_socket = Any() |
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67 | 35 | def _iopub_socket_default(self): |
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68 | 36 | return self.shell.kernel.iopub_socket |
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69 | 37 | session = Instance('IPython.kernel.zmq.session.Session') |
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70 | 38 | def _session_default(self): |
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71 | 39 | if self.shell is None: |
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72 | 40 | return |
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73 | 41 | return self.shell.kernel.session |
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74 | 42 | |
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75 | 43 | comms = Dict() |
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76 | 44 | targets = Dict() |
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77 | 45 | |
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78 | 46 | # Public APIs |
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79 | 47 | |
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80 | 48 | def register_target(self, target_name, f): |
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81 | 49 | """Register a callable f for a given target name |
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82 | 50 | |
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83 | 51 | f will be called with two arguments when a comm_open message is received with `target`: |
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84 | 52 | |
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85 | 53 | - the Comm instance |
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86 | 54 | - the `comm_open` message itself. |
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87 | 55 | |
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88 | 56 | f can be a Python callable or an import string for one. |
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89 | 57 | """ |
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90 | 58 | if isinstance(f, string_types): |
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91 | 59 | f = import_item(f) |
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92 | 60 | |
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93 | 61 | self.targets[target_name] = f |
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94 | 62 | |
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95 | 63 | def unregister_target(self, target_name, f): |
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96 | 64 | """Unregister a callable registered with register_target""" |
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97 | 65 | return self.targets.pop(target_name); |
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98 | 66 | |
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99 | 67 | def register_comm(self, comm): |
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100 | 68 | """Register a new comm""" |
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101 | 69 | comm_id = comm.comm_id |
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102 | 70 | comm.shell = self.shell |
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103 | 71 | comm.iopub_socket = self.iopub_socket |
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104 | 72 | self.comms[comm_id] = comm |
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105 | 73 | return comm_id |
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106 | 74 | |
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107 | 75 | def unregister_comm(self, comm_id): |
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108 | 76 | """Unregister a comm, and close its counterpart""" |
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109 | 77 | # unlike get_comm, this should raise a KeyError |
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110 | 78 | comm = self.comms.pop(comm_id) |
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111 | 79 | comm.close() |
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112 | 80 | |
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113 | 81 | def get_comm(self, comm_id): |
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114 | 82 | """Get a comm with a particular id |
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115 | 83 | |
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116 | 84 | Returns the comm if found, otherwise None. |
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117 | 85 | |
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118 | 86 | This will not raise an error, |
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119 | 87 | it will log messages if the comm cannot be found. |
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120 | 88 | """ |
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121 | 89 | if comm_id not in self.comms: |
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122 | 90 | self.log.error("No such comm: %s", comm_id) |
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123 | 91 | self.log.debug("Current comms: %s", lazy_keys(self.comms)) |
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124 | 92 | return |
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125 | 93 | # call, because we store weakrefs |
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126 | 94 | comm = self.comms[comm_id] |
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127 | 95 | return comm |
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128 | 96 | |
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129 | 97 | # Message handlers |
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130 | @with_output | |
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131 | 98 | def comm_open(self, stream, ident, msg): |
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132 | 99 | """Handler for comm_open messages""" |
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133 | 100 | content = msg['content'] |
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134 | 101 | comm_id = content['comm_id'] |
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135 | 102 | target_name = content['target_name'] |
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136 | 103 | f = self.targets.get(target_name, None) |
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137 | 104 | comm = Comm(comm_id=comm_id, |
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138 | 105 | shell=self.shell, |
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139 | 106 | iopub_socket=self.iopub_socket, |
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140 | 107 | primary=False, |
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141 | 108 | ) |
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142 | 109 | if f is None: |
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143 | 110 | self.log.error("No such comm target registered: %s", target_name) |
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144 | 111 | comm.close() |
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145 | 112 | return |
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146 | 113 | self.register_comm(comm) |
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147 | 114 | try: |
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148 | 115 | f(comm, msg) |
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149 | 116 | except Exception: |
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150 | 117 | self.log.error("Exception opening comm with target: %s", target_name, exc_info=True) |
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151 | 118 | comm.close() |
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152 | 119 | self.unregister_comm(comm_id) |
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153 | 120 | |
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154 | @with_output | |
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155 | 121 | def comm_msg(self, stream, ident, msg): |
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156 | 122 | """Handler for comm_msg messages""" |
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157 | 123 | content = msg['content'] |
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158 | 124 | comm_id = content['comm_id'] |
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159 | 125 | comm = self.get_comm(comm_id) |
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160 | 126 | if comm is None: |
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161 | 127 | # no such comm |
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162 | 128 | return |
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163 | 129 | try: |
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164 | 130 | comm.handle_msg(msg) |
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165 | 131 | except Exception: |
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166 | 132 | self.log.error("Exception in comm_msg for %s", comm_id, exc_info=True) |
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167 | 133 | |
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168 | @with_output | |
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169 | 134 | def comm_close(self, stream, ident, msg): |
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170 | 135 | """Handler for comm_close messages""" |
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171 | 136 | content = msg['content'] |
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172 | 137 | comm_id = content['comm_id'] |
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173 | 138 | comm = self.get_comm(comm_id) |
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174 | 139 | if comm is None: |
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175 | 140 | # no such comm |
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176 | 141 | self.log.debug("No such comm to close: %s", comm_id) |
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177 | 142 | return |
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178 | 143 | del self.comms[comm_id] |
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179 | 144 | |
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180 | 145 | try: |
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181 | 146 | comm.handle_close(msg) |
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182 | 147 | except Exception: |
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183 | 148 | self.log.error("Exception handling comm_close for %s", comm_id, exc_info=True) |
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184 | 149 | |
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185 | 150 | |
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186 | 151 | __all__ = ['CommManager'] |
@@ -1,675 +1,669 b'' | |||
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1 | 1 | """Base class for a kernel that talks to frontends over 0MQ.""" |
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2 | 2 | |
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3 | 3 | # Copyright (c) IPython Development Team. |
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4 | 4 | # Distributed under the terms of the Modified BSD License. |
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5 | 5 | |
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6 | 6 | from __future__ import print_function |
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7 | 7 | |
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8 | 8 | import sys |
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9 | 9 | import time |
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10 | 10 | import logging |
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11 | 11 | import uuid |
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12 | 12 | |
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13 | 13 | from datetime import datetime |
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14 | 14 | from signal import ( |
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15 | 15 | signal, default_int_handler, SIGINT |
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16 | 16 | ) |
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17 | 17 | |
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18 | 18 | import zmq |
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19 | 19 | from zmq.eventloop import ioloop |
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20 | 20 | from zmq.eventloop.zmqstream import ZMQStream |
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21 | 21 | |
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22 | 22 | from IPython.config.configurable import Configurable |
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23 | 23 | from IPython.core.error import StdinNotImplementedError |
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24 | 24 | from IPython.core import release |
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25 | 25 | from IPython.utils import py3compat |
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26 | 26 | from IPython.utils.py3compat import unicode_type, string_types |
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27 | 27 | from IPython.utils.jsonutil import json_clean |
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28 | 28 | from IPython.utils.traitlets import ( |
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29 | 29 | Any, Instance, Float, Dict, List, Set, Integer, Unicode, Bool, |
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30 | 30 | ) |
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31 | 31 | |
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32 | 32 | from .session import Session |
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33 | 33 | |
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34 | 34 | |
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35 | 35 | class Kernel(Configurable): |
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36 | 36 | |
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37 | 37 | #--------------------------------------------------------------------------- |
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38 | 38 | # Kernel interface |
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39 | 39 | #--------------------------------------------------------------------------- |
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40 | 40 | |
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41 | 41 | # attribute to override with a GUI |
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42 | 42 | eventloop = Any(None) |
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43 | 43 | def _eventloop_changed(self, name, old, new): |
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44 | 44 | """schedule call to eventloop from IOLoop""" |
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45 | 45 | loop = ioloop.IOLoop.instance() |
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46 | 46 | loop.add_callback(self.enter_eventloop) |
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47 | 47 | |
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48 | 48 | session = Instance(Session) |
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49 | 49 | profile_dir = Instance('IPython.core.profiledir.ProfileDir') |
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50 | 50 | shell_streams = List() |
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51 | 51 | control_stream = Instance(ZMQStream) |
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52 | 52 | iopub_socket = Instance(zmq.Socket) |
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53 | 53 | stdin_socket = Instance(zmq.Socket) |
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54 | 54 | log = Instance(logging.Logger) |
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55 | 55 | |
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56 | 56 | # identities: |
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57 | 57 | int_id = Integer(-1) |
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58 | 58 | ident = Unicode() |
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59 | 59 | |
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60 | 60 | def _ident_default(self): |
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61 | 61 | return unicode_type(uuid.uuid4()) |
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62 | 62 | |
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63 | 63 | # Private interface |
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64 | 64 | |
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65 | 65 | _darwin_app_nap = Bool(True, config=True, |
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66 | 66 | help="""Whether to use appnope for compatiblity with OS X App Nap. |
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67 | 67 | |
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68 | 68 | Only affects OS X >= 10.9. |
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69 | 69 | """ |
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70 | 70 | ) |
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71 | 71 | |
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72 | 72 | # track associations with current request |
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73 | 73 | _allow_stdin = Bool(False) |
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74 | 74 | _parent_header = Dict() |
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75 | 75 | _parent_ident = Any(b'') |
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76 | 76 | # Time to sleep after flushing the stdout/err buffers in each execute |
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77 | 77 | # cycle. While this introduces a hard limit on the minimal latency of the |
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78 | 78 | # execute cycle, it helps prevent output synchronization problems for |
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79 | 79 | # clients. |
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80 | 80 | # Units are in seconds. The minimum zmq latency on local host is probably |
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81 | 81 | # ~150 microseconds, set this to 500us for now. We may need to increase it |
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82 | 82 | # a little if it's not enough after more interactive testing. |
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83 | 83 | _execute_sleep = Float(0.0005, config=True) |
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84 | 84 | |
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85 | 85 | # Frequency of the kernel's event loop. |
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86 | 86 | # Units are in seconds, kernel subclasses for GUI toolkits may need to |
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87 | 87 | # adapt to milliseconds. |
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88 | 88 | _poll_interval = Float(0.05, config=True) |
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89 | 89 | |
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90 | 90 | # If the shutdown was requested over the network, we leave here the |
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91 | 91 | # necessary reply message so it can be sent by our registered atexit |
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92 | 92 | # handler. This ensures that the reply is only sent to clients truly at |
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93 | 93 | # the end of our shutdown process (which happens after the underlying |
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94 | 94 | # IPython shell's own shutdown). |
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95 | 95 | _shutdown_message = None |
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96 | 96 | |
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97 | 97 | # This is a dict of port number that the kernel is listening on. It is set |
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98 | 98 | # by record_ports and used by connect_request. |
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99 | 99 | _recorded_ports = Dict() |
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100 | 100 | |
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101 | 101 | # set of aborted msg_ids |
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102 | 102 | aborted = Set() |
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103 | 103 | |
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104 | 104 | # Track execution count here. For IPython, we override this to use the |
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105 | 105 | # execution count we store in the shell. |
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106 | 106 | execution_count = 0 |
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107 | 107 | |
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108 | 108 | |
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109 | 109 | def __init__(self, **kwargs): |
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110 | 110 | super(Kernel, self).__init__(**kwargs) |
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111 | 111 | |
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112 | 112 | # Build dict of handlers for message types |
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113 | 113 | msg_types = [ 'execute_request', 'complete_request', |
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114 | 114 | 'inspect_request', 'history_request', |
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115 | 115 | 'kernel_info_request', |
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116 | 116 | 'connect_request', 'shutdown_request', |
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117 | 117 | 'apply_request', |
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118 | 118 | ] |
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119 | 119 | self.shell_handlers = {} |
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120 | 120 | for msg_type in msg_types: |
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121 | 121 | self.shell_handlers[msg_type] = getattr(self, msg_type) |
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122 | 122 | |
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123 | 123 | control_msg_types = msg_types + [ 'clear_request', 'abort_request' ] |
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124 | 124 | self.control_handlers = {} |
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125 | 125 | for msg_type in control_msg_types: |
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126 | 126 | self.control_handlers[msg_type] = getattr(self, msg_type) |
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127 | 127 | |
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128 | 128 | |
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129 | 129 | def dispatch_control(self, msg): |
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130 | 130 | """dispatch control requests""" |
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131 | 131 | idents,msg = self.session.feed_identities(msg, copy=False) |
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132 | 132 | try: |
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133 | 133 | msg = self.session.unserialize(msg, content=True, copy=False) |
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134 | 134 | except: |
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135 | 135 | self.log.error("Invalid Control Message", exc_info=True) |
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136 | 136 | return |
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137 | 137 | |
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138 | 138 | self.log.debug("Control received: %s", msg) |
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139 | 139 | |
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140 | 140 | header = msg['header'] |
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141 | 141 | msg_type = header['msg_type'] |
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142 | 142 | |
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143 | 143 | handler = self.control_handlers.get(msg_type, None) |
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144 | 144 | if handler is None: |
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145 | 145 | self.log.error("UNKNOWN CONTROL MESSAGE TYPE: %r", msg_type) |
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146 | 146 | else: |
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147 | 147 | try: |
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148 | 148 | handler(self.control_stream, idents, msg) |
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149 | 149 | except Exception: |
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150 | 150 | self.log.error("Exception in control handler:", exc_info=True) |
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151 | 151 | |
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152 | 152 | def dispatch_shell(self, stream, msg): |
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153 | 153 | """dispatch shell requests""" |
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154 | 154 | # flush control requests first |
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155 | 155 | if self.control_stream: |
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156 | 156 | self.control_stream.flush() |
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157 | 157 | |
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158 | 158 | idents,msg = self.session.feed_identities(msg, copy=False) |
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159 | 159 | try: |
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160 | 160 | msg = self.session.unserialize(msg, content=True, copy=False) |
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161 | 161 | except: |
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162 | 162 | self.log.error("Invalid Message", exc_info=True) |
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163 | 163 | return |
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164 | 164 | |
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165 | # Set the parent message for side effects. | |
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166 | self.set_parent(idents, msg) | |
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167 | self._publish_status(u'busy') | |
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168 | ||
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165 | 169 | header = msg['header'] |
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166 | 170 | msg_id = header['msg_id'] |
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167 | 171 | msg_type = msg['header']['msg_type'] |
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168 | 172 | |
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169 | 173 | # Print some info about this message and leave a '--->' marker, so it's |
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170 | 174 | # easier to trace visually the message chain when debugging. Each |
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171 | 175 | # handler prints its message at the end. |
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172 | 176 | self.log.debug('\n*** MESSAGE TYPE:%s***', msg_type) |
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173 | 177 | self.log.debug(' Content: %s\n --->\n ', msg['content']) |
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174 | 178 | |
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175 | 179 | if msg_id in self.aborted: |
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176 | 180 | self.aborted.remove(msg_id) |
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177 | 181 | # is it safe to assume a msg_id will not be resubmitted? |
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178 | 182 | reply_type = msg_type.split('_')[0] + '_reply' |
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179 | 183 | status = {'status' : 'aborted'} |
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180 | 184 | md = {'engine' : self.ident} |
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181 | 185 | md.update(status) |
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182 | 186 | self.session.send(stream, reply_type, metadata=md, |
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183 | 187 | content=status, parent=msg, ident=idents) |
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184 | 188 | return |
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185 | 189 | |
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186 | 190 | handler = self.shell_handlers.get(msg_type, None) |
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187 | 191 | if handler is None: |
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188 | 192 | self.log.error("UNKNOWN MESSAGE TYPE: %r", msg_type) |
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189 | 193 | else: |
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190 | 194 | # ensure default_int_handler during handler call |
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191 | 195 | sig = signal(SIGINT, default_int_handler) |
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192 | 196 | self.log.debug("%s: %s", msg_type, msg) |
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193 | 197 | try: |
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194 | 198 | handler(stream, idents, msg) |
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195 | 199 | except Exception: |
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196 | 200 | self.log.error("Exception in message handler:", exc_info=True) |
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197 | 201 | finally: |
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198 | 202 | signal(SIGINT, sig) |
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199 | 203 | |
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204 | sys.stdout.flush() | |
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205 | sys.stderr.flush() | |
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206 | self._publish_status(u'idle') | |
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207 | ||
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200 | 208 | def enter_eventloop(self): |
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201 | 209 | """enter eventloop""" |
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202 | 210 | self.log.info("entering eventloop %s", self.eventloop) |
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203 | 211 | for stream in self.shell_streams: |
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204 | 212 | # flush any pending replies, |
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205 | 213 | # which may be skipped by entering the eventloop |
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206 | 214 | stream.flush(zmq.POLLOUT) |
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207 | 215 | # restore default_int_handler |
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208 | 216 | signal(SIGINT, default_int_handler) |
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209 | 217 | while self.eventloop is not None: |
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210 | 218 | try: |
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211 | 219 | self.eventloop(self) |
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212 | 220 | except KeyboardInterrupt: |
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213 | 221 | # Ctrl-C shouldn't crash the kernel |
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214 | 222 | self.log.error("KeyboardInterrupt caught in kernel") |
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215 | 223 | continue |
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216 | 224 | else: |
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217 | 225 | # eventloop exited cleanly, this means we should stop (right?) |
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218 | 226 | self.eventloop = None |
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219 | 227 | break |
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220 | 228 | self.log.info("exiting eventloop") |
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221 | 229 | |
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222 | 230 | def start(self): |
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223 | 231 | """register dispatchers for streams""" |
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224 | 232 | if self.control_stream: |
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225 | 233 | self.control_stream.on_recv(self.dispatch_control, copy=False) |
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226 | 234 | |
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227 | 235 | def make_dispatcher(stream): |
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228 | 236 | def dispatcher(msg): |
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229 | 237 | return self.dispatch_shell(stream, msg) |
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230 | 238 | return dispatcher |
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231 | 239 | |
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232 | 240 | for s in self.shell_streams: |
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233 | 241 | s.on_recv(make_dispatcher(s), copy=False) |
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234 | 242 | |
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235 | 243 | # publish idle status |
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236 | 244 | self._publish_status('starting') |
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237 | 245 | |
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238 | 246 | def do_one_iteration(self): |
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239 | 247 | """step eventloop just once""" |
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240 | 248 | if self.control_stream: |
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241 | 249 | self.control_stream.flush() |
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242 | 250 | for stream in self.shell_streams: |
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243 | 251 | # handle at most one request per iteration |
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244 | 252 | stream.flush(zmq.POLLIN, 1) |
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245 | 253 | stream.flush(zmq.POLLOUT) |
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246 | 254 | |
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247 | 255 | |
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248 | 256 | def record_ports(self, ports): |
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249 | 257 | """Record the ports that this kernel is using. |
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250 | 258 | |
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251 | 259 | The creator of the Kernel instance must call this methods if they |
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252 | 260 | want the :meth:`connect_request` method to return the port numbers. |
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253 | 261 | """ |
|
254 | 262 | self._recorded_ports = ports |
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255 | 263 | |
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256 | 264 | #--------------------------------------------------------------------------- |
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257 | 265 | # Kernel request handlers |
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258 | 266 | #--------------------------------------------------------------------------- |
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259 | 267 | |
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260 | 268 | def _make_metadata(self, other=None): |
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261 | 269 | """init metadata dict, for execute/apply_reply""" |
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262 | 270 | new_md = { |
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263 | 271 | 'dependencies_met' : True, |
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264 | 272 | 'engine' : self.ident, |
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265 | 273 | 'started': datetime.now(), |
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266 | 274 | } |
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267 | 275 | if other: |
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268 | 276 | new_md.update(other) |
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269 | 277 | return new_md |
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270 | 278 | |
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271 | 279 | def _publish_execute_input(self, code, parent, execution_count): |
|
272 | 280 | """Publish the code request on the iopub stream.""" |
|
273 | 281 | |
|
274 | 282 | self.session.send(self.iopub_socket, u'execute_input', |
|
275 | 283 | {u'code':code, u'execution_count': execution_count}, |
|
276 | 284 | parent=parent, ident=self._topic('execute_input') |
|
277 | 285 | ) |
|
278 | 286 | |
|
279 | 287 | def _publish_status(self, status, parent=None): |
|
280 | 288 | """send status (busy/idle) on IOPub""" |
|
281 | 289 | self.session.send(self.iopub_socket, |
|
282 | 290 | u'status', |
|
283 | 291 | {u'execution_state': status}, |
|
284 | parent=parent, | |
|
292 | parent=parent or self._parent_header, | |
|
285 | 293 | ident=self._topic('status'), |
|
286 | 294 | ) |
|
287 | 295 | |
|
288 | 296 | def set_parent(self, ident, parent): |
|
289 | 297 | """Set the current parent_header |
|
290 | 298 | |
|
291 | 299 | Side effects (IOPub messages) and replies are associated with |
|
292 | 300 | the request that caused them via the parent_header. |
|
293 | 301 | |
|
294 | 302 | The parent identity is used to route input_request messages |
|
295 | 303 | on the stdin channel. |
|
296 | 304 | """ |
|
297 | 305 | self._parent_ident = ident |
|
298 | 306 | self._parent_header = parent |
|
299 | 307 | |
|
300 | 308 | def send_response(self, stream, msg_or_type, content=None, ident=None, |
|
301 | 309 | buffers=None, track=False, header=None, metadata=None): |
|
302 | 310 | """Send a response to the message we're currently processing. |
|
303 | 311 | |
|
304 | 312 | This accepts all the parameters of :meth:`IPython.kernel.zmq.session.Session.send` |
|
305 | 313 | except ``parent``. |
|
306 | 314 | |
|
307 | 315 | This relies on :meth:`set_parent` having been called for the current |
|
308 | 316 | message. |
|
309 | 317 | """ |
|
310 | 318 | return self.session.send(stream, msg_or_type, content, self._parent_header, |
|
311 | 319 | ident, buffers, track, header, metadata) |
|
312 | 320 | |
|
313 | 321 | def execute_request(self, stream, ident, parent): |
|
314 | 322 | """handle an execute_request""" |
|
315 | 323 | |
|
316 | self._publish_status(u'busy', parent) | |
|
317 | ||
|
318 | 324 | try: |
|
319 | 325 | content = parent[u'content'] |
|
320 | 326 | code = py3compat.cast_unicode_py2(content[u'code']) |
|
321 | 327 | silent = content[u'silent'] |
|
322 | 328 | store_history = content.get(u'store_history', not silent) |
|
323 | 329 | user_expressions = content.get('user_expressions', {}) |
|
324 | 330 | allow_stdin = content.get('allow_stdin', False) |
|
325 | 331 | except: |
|
326 | 332 | self.log.error("Got bad msg: ") |
|
327 | 333 | self.log.error("%s", parent) |
|
328 | 334 | return |
|
329 | 335 | |
|
330 | 336 | md = self._make_metadata(parent['metadata']) |
|
331 | 337 | |
|
332 | # Set the parent message of the display hook and out streams. | |
|
333 | self.set_parent(ident, parent) | |
|
334 | ||
|
335 | 338 | # Re-broadcast our input for the benefit of listening clients, and |
|
336 | 339 | # start computing output |
|
337 | 340 | if not silent: |
|
338 | 341 | self.execution_count += 1 |
|
339 | 342 | self._publish_execute_input(code, parent, self.execution_count) |
|
340 | 343 | |
|
341 | 344 | reply_content = self.do_execute(code, silent, store_history, |
|
342 | 345 | user_expressions, allow_stdin) |
|
343 | 346 | |
|
344 | 347 | # Flush output before sending the reply. |
|
345 | 348 | sys.stdout.flush() |
|
346 | 349 | sys.stderr.flush() |
|
347 | 350 | # FIXME: on rare occasions, the flush doesn't seem to make it to the |
|
348 | 351 | # clients... This seems to mitigate the problem, but we definitely need |
|
349 | 352 | # to better understand what's going on. |
|
350 | 353 | if self._execute_sleep: |
|
351 | 354 | time.sleep(self._execute_sleep) |
|
352 | 355 | |
|
353 | 356 | # Send the reply. |
|
354 | 357 | reply_content = json_clean(reply_content) |
|
355 | 358 | |
|
356 | 359 | md['status'] = reply_content['status'] |
|
357 | 360 | if reply_content['status'] == 'error' and \ |
|
358 | 361 | reply_content['ename'] == 'UnmetDependency': |
|
359 | 362 | md['dependencies_met'] = False |
|
360 | 363 | |
|
361 | 364 | reply_msg = self.session.send(stream, u'execute_reply', |
|
362 | 365 | reply_content, parent, metadata=md, |
|
363 | 366 | ident=ident) |
|
364 | 367 | |
|
365 | 368 | self.log.debug("%s", reply_msg) |
|
366 | 369 | |
|
367 | 370 | if not silent and reply_msg['content']['status'] == u'error': |
|
368 | 371 | self._abort_queues() |
|
369 | 372 | |
|
370 | self._publish_status(u'idle', parent) | |
|
371 | ||
|
372 | 373 | def do_execute(self, code, silent, store_history=True, |
|
373 | 374 | user_experssions=None, allow_stdin=False): |
|
374 | 375 | """Execute user code. Must be overridden by subclasses. |
|
375 | 376 | """ |
|
376 | 377 | raise NotImplementedError |
|
377 | 378 | |
|
378 | 379 | def complete_request(self, stream, ident, parent): |
|
379 | 380 | content = parent['content'] |
|
380 | 381 | code = content['code'] |
|
381 | 382 | cursor_pos = content['cursor_pos'] |
|
382 | 383 | |
|
383 | 384 | matches = self.do_complete(code, cursor_pos) |
|
384 | 385 | matches = json_clean(matches) |
|
385 | 386 | completion_msg = self.session.send(stream, 'complete_reply', |
|
386 | 387 | matches, parent, ident) |
|
387 | 388 | self.log.debug("%s", completion_msg) |
|
388 | 389 | |
|
389 | 390 | def do_complete(self, code, cursor_pos): |
|
390 | 391 | """Override in subclasses to find completions. |
|
391 | 392 | """ |
|
392 | 393 | return {'matches' : [], |
|
393 | 394 | 'cursor_end' : cursor_pos, |
|
394 | 395 | 'cursor_start' : cursor_pos, |
|
395 | 396 | 'metadata' : {}, |
|
396 | 397 | 'status' : 'ok'} |
|
397 | 398 | |
|
398 | 399 | def inspect_request(self, stream, ident, parent): |
|
399 | 400 | content = parent['content'] |
|
400 | 401 | |
|
401 | 402 | reply_content = self.do_inspect(content['code'], content['cursor_pos'], |
|
402 | 403 | content.get('detail_level', 0)) |
|
403 | 404 | # Before we send this object over, we scrub it for JSON usage |
|
404 | 405 | reply_content = json_clean(reply_content) |
|
405 | 406 | msg = self.session.send(stream, 'inspect_reply', |
|
406 | 407 | reply_content, parent, ident) |
|
407 | 408 | self.log.debug("%s", msg) |
|
408 | 409 | |
|
409 | 410 | def do_inspect(self, code, cursor_pos, detail_level=0): |
|
410 | 411 | """Override in subclasses to allow introspection. |
|
411 | 412 | """ |
|
412 | 413 | return {'status': 'ok', 'data':{}, 'metadata':{}, 'found':False} |
|
413 | 414 | |
|
414 | 415 | def history_request(self, stream, ident, parent): |
|
415 | 416 | content = parent['content'] |
|
416 | 417 | |
|
417 | 418 | reply_content = self.do_history(**content) |
|
418 | 419 | |
|
419 | 420 | reply_content = json_clean(reply_content) |
|
420 | 421 | msg = self.session.send(stream, 'history_reply', |
|
421 | 422 | reply_content, parent, ident) |
|
422 | 423 | self.log.debug("%s", msg) |
|
423 | 424 | |
|
424 | 425 | def do_history(self, hist_access_type, output, raw, session=None, start=None, |
|
425 | 426 | stop=None, n=None, pattern=None, unique=False): |
|
426 | 427 | """Override in subclasses to access history. |
|
427 | 428 | """ |
|
428 | 429 | return {'history': []} |
|
429 | 430 | |
|
430 | 431 | def connect_request(self, stream, ident, parent): |
|
431 | 432 | if self._recorded_ports is not None: |
|
432 | 433 | content = self._recorded_ports.copy() |
|
433 | 434 | else: |
|
434 | 435 | content = {} |
|
435 | 436 | msg = self.session.send(stream, 'connect_reply', |
|
436 | 437 | content, parent, ident) |
|
437 | 438 | self.log.debug("%s", msg) |
|
438 | 439 | |
|
439 | 440 | @property |
|
440 | 441 | def kernel_info(self): |
|
441 | 442 | return { |
|
442 | 443 | 'protocol_version': release.kernel_protocol_version, |
|
443 | 444 | 'implementation': self.implementation, |
|
444 | 445 | 'implementation_version': self.implementation_version, |
|
445 | 446 | 'language': self.language, |
|
446 | 447 | 'language_version': self.language_version, |
|
447 | 448 | 'banner': self.banner, |
|
448 | 449 | } |
|
449 | 450 | |
|
450 | 451 | def kernel_info_request(self, stream, ident, parent): |
|
451 | 452 | msg = self.session.send(stream, 'kernel_info_reply', |
|
452 | 453 | self.kernel_info, parent, ident) |
|
453 | 454 | self.log.debug("%s", msg) |
|
454 | 455 | |
|
455 | 456 | def shutdown_request(self, stream, ident, parent): |
|
456 | 457 | content = self.do_shutdown(parent['content']['restart']) |
|
457 | 458 | self.session.send(stream, u'shutdown_reply', content, parent, ident=ident) |
|
458 | 459 | # same content, but different msg_id for broadcasting on IOPub |
|
459 | 460 | self._shutdown_message = self.session.msg(u'shutdown_reply', |
|
460 | 461 | content, parent |
|
461 | 462 | ) |
|
462 | 463 | |
|
463 | 464 | self._at_shutdown() |
|
464 | 465 | # call sys.exit after a short delay |
|
465 | 466 | loop = ioloop.IOLoop.instance() |
|
466 | 467 | loop.add_timeout(time.time()+0.1, loop.stop) |
|
467 | 468 | |
|
468 | 469 | def do_shutdown(self, restart): |
|
469 | 470 | """Override in subclasses to do things when the frontend shuts down the |
|
470 | 471 | kernel. |
|
471 | 472 | """ |
|
472 | 473 | return {'status': 'ok', 'restart': restart} |
|
473 | 474 | |
|
474 | 475 | #--------------------------------------------------------------------------- |
|
475 | 476 | # Engine methods |
|
476 | 477 | #--------------------------------------------------------------------------- |
|
477 | 478 | |
|
478 | 479 | def apply_request(self, stream, ident, parent): |
|
479 | 480 | try: |
|
480 | 481 | content = parent[u'content'] |
|
481 | 482 | bufs = parent[u'buffers'] |
|
482 | 483 | msg_id = parent['header']['msg_id'] |
|
483 | 484 | except: |
|
484 | 485 | self.log.error("Got bad msg: %s", parent, exc_info=True) |
|
485 | 486 | return |
|
486 | 487 | |
|
487 | self._publish_status(u'busy', parent) | |
|
488 | ||
|
489 | # Set the parent message of the display hook and out streams. | |
|
490 | self.set_parent(ident, parent) | |
|
491 | ||
|
492 | 488 | md = self._make_metadata(parent['metadata']) |
|
493 | 489 | |
|
494 | 490 | reply_content, result_buf = self.do_apply(content, bufs, msg_id, md) |
|
495 | 491 | |
|
496 | 492 | # put 'ok'/'error' status in header, for scheduler introspection: |
|
497 | 493 | md['status'] = reply_content['status'] |
|
498 | 494 | |
|
499 | 495 | # flush i/o |
|
500 | 496 | sys.stdout.flush() |
|
501 | 497 | sys.stderr.flush() |
|
502 | 498 | |
|
503 | 499 | self.session.send(stream, u'apply_reply', reply_content, |
|
504 | 500 | parent=parent, ident=ident,buffers=result_buf, metadata=md) |
|
505 | 501 | |
|
506 | self._publish_status(u'idle', parent) | |
|
507 | ||
|
508 | 502 | def do_apply(self, content, bufs, msg_id, reply_metadata): |
|
509 | 503 | """Override in subclasses to support the IPython parallel framework. |
|
510 | 504 | """ |
|
511 | 505 | raise NotImplementedError |
|
512 | 506 | |
|
513 | 507 | #--------------------------------------------------------------------------- |
|
514 | 508 | # Control messages |
|
515 | 509 | #--------------------------------------------------------------------------- |
|
516 | 510 | |
|
517 | 511 | def abort_request(self, stream, ident, parent): |
|
518 | 512 | """abort a specifig msg by id""" |
|
519 | 513 | msg_ids = parent['content'].get('msg_ids', None) |
|
520 | 514 | if isinstance(msg_ids, string_types): |
|
521 | 515 | msg_ids = [msg_ids] |
|
522 | 516 | if not msg_ids: |
|
523 | 517 | self.abort_queues() |
|
524 | 518 | for mid in msg_ids: |
|
525 | 519 | self.aborted.add(str(mid)) |
|
526 | 520 | |
|
527 | 521 | content = dict(status='ok') |
|
528 | 522 | reply_msg = self.session.send(stream, 'abort_reply', content=content, |
|
529 | 523 | parent=parent, ident=ident) |
|
530 | 524 | self.log.debug("%s", reply_msg) |
|
531 | 525 | |
|
532 | 526 | def clear_request(self, stream, idents, parent): |
|
533 | 527 | """Clear our namespace.""" |
|
534 | 528 | content = self.do_clear() |
|
535 | 529 | self.session.send(stream, 'clear_reply', ident=idents, parent=parent, |
|
536 | 530 | content = content) |
|
537 | 531 | |
|
538 | 532 | def do_clear(self): |
|
539 | 533 | """Override in subclasses to clear the namespace |
|
540 | 534 | |
|
541 | 535 | This is only required for IPython.parallel. |
|
542 | 536 | """ |
|
543 | 537 | raise NotImplementedError |
|
544 | 538 | |
|
545 | 539 | #--------------------------------------------------------------------------- |
|
546 | 540 | # Protected interface |
|
547 | 541 | #--------------------------------------------------------------------------- |
|
548 | 542 | |
|
549 | 543 | def _topic(self, topic): |
|
550 | 544 | """prefixed topic for IOPub messages""" |
|
551 | 545 | if self.int_id >= 0: |
|
552 | 546 | base = "engine.%i" % self.int_id |
|
553 | 547 | else: |
|
554 | 548 | base = "kernel.%s" % self.ident |
|
555 | 549 | |
|
556 | 550 | return py3compat.cast_bytes("%s.%s" % (base, topic)) |
|
557 | 551 | |
|
558 | 552 | def _abort_queues(self): |
|
559 | 553 | for stream in self.shell_streams: |
|
560 | 554 | if stream: |
|
561 | 555 | self._abort_queue(stream) |
|
562 | 556 | |
|
563 | 557 | def _abort_queue(self, stream): |
|
564 | 558 | poller = zmq.Poller() |
|
565 | 559 | poller.register(stream.socket, zmq.POLLIN) |
|
566 | 560 | while True: |
|
567 | 561 | idents,msg = self.session.recv(stream, zmq.NOBLOCK, content=True) |
|
568 | 562 | if msg is None: |
|
569 | 563 | return |
|
570 | 564 | |
|
571 | 565 | self.log.info("Aborting:") |
|
572 | 566 | self.log.info("%s", msg) |
|
573 | 567 | msg_type = msg['header']['msg_type'] |
|
574 | 568 | reply_type = msg_type.split('_')[0] + '_reply' |
|
575 | 569 | |
|
576 | 570 | status = {'status' : 'aborted'} |
|
577 | 571 | md = {'engine' : self.ident} |
|
578 | 572 | md.update(status) |
|
579 | 573 | reply_msg = self.session.send(stream, reply_type, metadata=md, |
|
580 | 574 | content=status, parent=msg, ident=idents) |
|
581 | 575 | self.log.debug("%s", reply_msg) |
|
582 | 576 | # We need to wait a bit for requests to come in. This can probably |
|
583 | 577 | # be set shorter for true asynchronous clients. |
|
584 | 578 | poller.poll(50) |
|
585 | 579 | |
|
586 | 580 | |
|
587 | 581 | def _no_raw_input(self): |
|
588 | 582 | """Raise StdinNotImplentedError if active frontend doesn't support |
|
589 | 583 | stdin.""" |
|
590 | 584 | raise StdinNotImplementedError("raw_input was called, but this " |
|
591 | 585 | "frontend does not support stdin.") |
|
592 | 586 | |
|
593 | 587 | def getpass(self, prompt=''): |
|
594 | 588 | """Forward getpass to frontends |
|
595 | 589 | |
|
596 | 590 | Raises |
|
597 | 591 | ------ |
|
598 | 592 | StdinNotImplentedError if active frontend doesn't support stdin. |
|
599 | 593 | """ |
|
600 | 594 | if not self._allow_stdin: |
|
601 | 595 | raise StdinNotImplementedError( |
|
602 | 596 | "getpass was called, but this frontend does not support input requests." |
|
603 | 597 | ) |
|
604 | 598 | return self._input_request(prompt, |
|
605 | 599 | self._parent_ident, |
|
606 | 600 | self._parent_header, |
|
607 | 601 | password=True, |
|
608 | 602 | ) |
|
609 | 603 | |
|
610 | 604 | def raw_input(self, prompt=''): |
|
611 | 605 | """Forward raw_input to frontends |
|
612 | 606 | |
|
613 | 607 | Raises |
|
614 | 608 | ------ |
|
615 | 609 | StdinNotImplentedError if active frontend doesn't support stdin. |
|
616 | 610 | """ |
|
617 | 611 | if not self._allow_stdin: |
|
618 | 612 | raise StdinNotImplementedError( |
|
619 | 613 | "raw_input was called, but this frontend does not support input requests." |
|
620 | 614 | ) |
|
621 | 615 | return self._input_request(prompt, |
|
622 | 616 | self._parent_ident, |
|
623 | 617 | self._parent_header, |
|
624 | 618 | password=False, |
|
625 | 619 | ) |
|
626 | 620 | |
|
627 | 621 | def _input_request(self, prompt, ident, parent, password=False): |
|
628 | 622 | # Flush output before making the request. |
|
629 | 623 | sys.stderr.flush() |
|
630 | 624 | sys.stdout.flush() |
|
631 | 625 | # flush the stdin socket, to purge stale replies |
|
632 | 626 | while True: |
|
633 | 627 | try: |
|
634 | 628 | self.stdin_socket.recv_multipart(zmq.NOBLOCK) |
|
635 | 629 | except zmq.ZMQError as e: |
|
636 | 630 | if e.errno == zmq.EAGAIN: |
|
637 | 631 | break |
|
638 | 632 | else: |
|
639 | 633 | raise |
|
640 | 634 | |
|
641 | 635 | # Send the input request. |
|
642 | 636 | content = json_clean(dict(prompt=prompt, password=password)) |
|
643 | 637 | self.session.send(self.stdin_socket, u'input_request', content, parent, |
|
644 | 638 | ident=ident) |
|
645 | 639 | |
|
646 | 640 | # Await a response. |
|
647 | 641 | while True: |
|
648 | 642 | try: |
|
649 | 643 | ident, reply = self.session.recv(self.stdin_socket, 0) |
|
650 | 644 | except Exception: |
|
651 | 645 | self.log.warn("Invalid Message:", exc_info=True) |
|
652 | 646 | except KeyboardInterrupt: |
|
653 | 647 | # re-raise KeyboardInterrupt, to truncate traceback |
|
654 | 648 | raise KeyboardInterrupt |
|
655 | 649 | else: |
|
656 | 650 | break |
|
657 | 651 | try: |
|
658 | 652 | value = py3compat.unicode_to_str(reply['content']['value']) |
|
659 | 653 | except: |
|
660 | 654 | self.log.error("Bad input_reply: %s", parent) |
|
661 | 655 | value = '' |
|
662 | 656 | if value == '\x04': |
|
663 | 657 | # EOF |
|
664 | 658 | raise EOFError |
|
665 | 659 | return value |
|
666 | 660 | |
|
667 | 661 | def _at_shutdown(self): |
|
668 | 662 | """Actions taken at shutdown by the kernel, called by python's atexit. |
|
669 | 663 | """ |
|
670 | 664 | # io.rprint("Kernel at_shutdown") # dbg |
|
671 | 665 | if self._shutdown_message is not None: |
|
672 | 666 | self.session.send(self.iopub_socket, self._shutdown_message, ident=self._topic('shutdown')) |
|
673 | 667 | self.log.debug("%s", self._shutdown_message) |
|
674 | 668 | [ s.flush(zmq.POLLOUT) for s in self.shell_streams ] |
|
675 | 669 |
@@ -1,1058 +1,1063 b'' | |||
|
1 | 1 | .. _messaging: |
|
2 | 2 | |
|
3 | 3 | ====================== |
|
4 | 4 | Messaging in IPython |
|
5 | 5 | ====================== |
|
6 | 6 | |
|
7 | 7 | |
|
8 | 8 | Versioning |
|
9 | 9 | ========== |
|
10 | 10 | |
|
11 | 11 | The IPython message specification is versioned independently of IPython. |
|
12 | 12 | The current version of the specification is 5.0. |
|
13 | 13 | |
|
14 | 14 | |
|
15 | 15 | Introduction |
|
16 | 16 | ============ |
|
17 | 17 | |
|
18 | 18 | This document explains the basic communications design and messaging |
|
19 | 19 | specification for how the various IPython objects interact over a network |
|
20 | 20 | transport. The current implementation uses the ZeroMQ_ library for messaging |
|
21 | 21 | within and between hosts. |
|
22 | 22 | |
|
23 | 23 | .. Note:: |
|
24 | 24 | |
|
25 | 25 | This document should be considered the authoritative description of the |
|
26 | 26 | IPython messaging protocol, and all developers are strongly encouraged to |
|
27 | 27 | keep it updated as the implementation evolves, so that we have a single |
|
28 | 28 | common reference for all protocol details. |
|
29 | 29 | |
|
30 | 30 | The basic design is explained in the following diagram: |
|
31 | 31 | |
|
32 | 32 | .. image:: figs/frontend-kernel.png |
|
33 | 33 | :width: 450px |
|
34 | 34 | :alt: IPython kernel/frontend messaging architecture. |
|
35 | 35 | :align: center |
|
36 | 36 | :target: ../_images/frontend-kernel.png |
|
37 | 37 | |
|
38 | 38 | A single kernel can be simultaneously connected to one or more frontends. The |
|
39 | 39 | kernel has three sockets that serve the following functions: |
|
40 | 40 | |
|
41 | 41 | 1. Shell: this single ROUTER socket allows multiple incoming connections from |
|
42 | 42 | frontends, and this is the socket where requests for code execution, object |
|
43 | 43 | information, prompts, etc. are made to the kernel by any frontend. The |
|
44 | 44 | communication on this socket is a sequence of request/reply actions from |
|
45 | 45 | each frontend and the kernel. |
|
46 | 46 | |
|
47 | 47 | 2. IOPub: this socket is the 'broadcast channel' where the kernel publishes all |
|
48 | 48 | side effects (stdout, stderr, etc.) as well as the requests coming from any |
|
49 | 49 | client over the shell socket and its own requests on the stdin socket. There |
|
50 | 50 | are a number of actions in Python which generate side effects: :func:`print` |
|
51 | 51 | writes to ``sys.stdout``, errors generate tracebacks, etc. Additionally, in |
|
52 | 52 | a multi-client scenario, we want all frontends to be able to know what each |
|
53 | 53 | other has sent to the kernel (this can be useful in collaborative scenarios, |
|
54 | 54 | for example). This socket allows both side effects and the information |
|
55 | 55 | about communications taking place with one client over the shell channel |
|
56 | 56 | to be made available to all clients in a uniform manner. |
|
57 | 57 | |
|
58 | 58 | 3. stdin: this ROUTER socket is connected to all frontends, and it allows |
|
59 | 59 | the kernel to request input from the active frontend when :func:`raw_input` is called. |
|
60 | 60 | The frontend that executed the code has a DEALER socket that acts as a 'virtual keyboard' |
|
61 | 61 | for the kernel while this communication is happening (illustrated in the |
|
62 | 62 | figure by the black outline around the central keyboard). In practice, |
|
63 | 63 | frontends may display such kernel requests using a special input widget or |
|
64 | 64 | otherwise indicating that the user is to type input for the kernel instead |
|
65 | 65 | of normal commands in the frontend. |
|
66 | 66 | |
|
67 | 67 | All messages are tagged with enough information (details below) for clients |
|
68 | 68 | to know which messages come from their own interaction with the kernel and |
|
69 | 69 | which ones are from other clients, so they can display each type |
|
70 | 70 | appropriately. |
|
71 | 71 | |
|
72 | 72 | 4. Control: This channel is identical to Shell, but operates on a separate socket, |
|
73 | 73 | to allow important messages to avoid queueing behind execution requests (e.g. shutdown or abort). |
|
74 | 74 | |
|
75 | 75 | The actual format of the messages allowed on each of these channels is |
|
76 | 76 | specified below. Messages are dicts of dicts with string keys and values that |
|
77 | 77 | are reasonably representable in JSON. Our current implementation uses JSON |
|
78 | 78 | explicitly as its message format, but this shouldn't be considered a permanent |
|
79 | 79 | feature. As we've discovered that JSON has non-trivial performance issues due |
|
80 | 80 | to excessive copying, we may in the future move to a pure pickle-based raw |
|
81 | 81 | message format. However, it should be possible to easily convert from the raw |
|
82 | 82 | objects to JSON, since we may have non-python clients (e.g. a web frontend). |
|
83 | 83 | As long as it's easy to make a JSON version of the objects that is a faithful |
|
84 | 84 | representation of all the data, we can communicate with such clients. |
|
85 | 85 | |
|
86 | 86 | .. Note:: |
|
87 | 87 | |
|
88 | 88 | Not all of these have yet been fully fleshed out, but the key ones are, see |
|
89 | 89 | kernel and frontend files for actual implementation details. |
|
90 | 90 | |
|
91 | 91 | General Message Format |
|
92 | 92 | ====================== |
|
93 | 93 | |
|
94 | 94 | A message is defined by the following four-dictionary structure:: |
|
95 | 95 | |
|
96 | 96 | { |
|
97 | 97 | # The message header contains a pair of unique identifiers for the |
|
98 | 98 | # originating session and the actual message id, in addition to the |
|
99 | 99 | # username for the process that generated the message. This is useful in |
|
100 | 100 | # collaborative settings where multiple users may be interacting with the |
|
101 | 101 | # same kernel simultaneously, so that frontends can label the various |
|
102 | 102 | # messages in a meaningful way. |
|
103 | 103 | 'header' : { |
|
104 | 104 | 'msg_id' : uuid, |
|
105 | 105 | 'username' : str, |
|
106 | 106 | 'session' : uuid, |
|
107 | 107 | # All recognized message type strings are listed below. |
|
108 | 108 | 'msg_type' : str, |
|
109 | 109 | # the message protocol version |
|
110 | 110 | 'version' : '5.0', |
|
111 | 111 | }, |
|
112 | 112 | |
|
113 | 113 | # In a chain of messages, the header from the parent is copied so that |
|
114 | 114 | # clients can track where messages come from. |
|
115 | 115 | 'parent_header' : dict, |
|
116 | 116 | |
|
117 | 117 | # Any metadata associated with the message. |
|
118 | 118 | 'metadata' : dict, |
|
119 | 119 | |
|
120 | 120 | # The actual content of the message must be a dict, whose structure |
|
121 | 121 | # depends on the message type. |
|
122 | 122 | 'content' : dict, |
|
123 | 123 | } |
|
124 | 124 | |
|
125 | 125 | .. versionchanged:: 5.0 |
|
126 | 126 | |
|
127 | 127 | ``version`` key added to the header. |
|
128 | 128 | |
|
129 | 129 | The Wire Protocol |
|
130 | 130 | ================= |
|
131 | 131 | |
|
132 | 132 | |
|
133 | 133 | This message format exists at a high level, |
|
134 | 134 | but does not describe the actual *implementation* at the wire level in zeromq. |
|
135 | 135 | The canonical implementation of the message spec is our :class:`~IPython.kernel.zmq.session.Session` class. |
|
136 | 136 | |
|
137 | 137 | .. note:: |
|
138 | 138 | |
|
139 | 139 | This section should only be relevant to non-Python consumers of the protocol. |
|
140 | 140 | Python consumers should simply import and use IPython's own implementation of the wire protocol |
|
141 | 141 | in the :class:`IPython.kernel.zmq.session.Session` object. |
|
142 | 142 | |
|
143 | 143 | Every message is serialized to a sequence of at least six blobs of bytes: |
|
144 | 144 | |
|
145 | 145 | .. sourcecode:: python |
|
146 | 146 | |
|
147 | 147 | [ |
|
148 | 148 | b'u-u-i-d', # zmq identity(ies) |
|
149 | 149 | b'<IDS|MSG>', # delimiter |
|
150 | 150 | b'baddad42', # HMAC signature |
|
151 | 151 | b'{header}', # serialized header dict |
|
152 | 152 | b'{parent_header}', # serialized parent header dict |
|
153 | 153 | b'{metadata}', # serialized metadata dict |
|
154 | 154 | b'{content}, # serialized content dict |
|
155 | 155 | b'blob', # extra raw data buffer(s) |
|
156 | 156 | ... |
|
157 | 157 | ] |
|
158 | 158 | |
|
159 | 159 | The front of the message is the ZeroMQ routing prefix, |
|
160 | 160 | which can be zero or more socket identities. |
|
161 | 161 | This is every piece of the message prior to the delimiter key ``<IDS|MSG>``. |
|
162 | 162 | In the case of IOPub, there should be just one prefix component, |
|
163 | 163 | which is the topic for IOPub subscribers, e.g. ``execute_result``, ``display_data``. |
|
164 | 164 | |
|
165 | 165 | .. note:: |
|
166 | 166 | |
|
167 | 167 | In most cases, the IOPub topics are irrelevant and completely ignored, |
|
168 | 168 | because frontends just subscribe to all topics. |
|
169 | 169 | The convention used in the IPython kernel is to use the msg_type as the topic, |
|
170 | 170 | and possibly extra information about the message, e.g. ``execute_result`` or ``stream.stdout`` |
|
171 | 171 | |
|
172 | 172 | After the delimiter is the `HMAC`_ signature of the message, used for authentication. |
|
173 | 173 | If authentication is disabled, this should be an empty string. |
|
174 | 174 | By default, the hashing function used for computing these signatures is sha256. |
|
175 | 175 | |
|
176 | 176 | .. _HMAC: http://en.wikipedia.org/wiki/HMAC |
|
177 | 177 | |
|
178 | 178 | .. note:: |
|
179 | 179 | |
|
180 | 180 | To disable authentication and signature checking, |
|
181 | 181 | set the `key` field of a connection file to an empty string. |
|
182 | 182 | |
|
183 | 183 | The signature is the HMAC hex digest of the concatenation of: |
|
184 | 184 | |
|
185 | 185 | - A shared key (typically the ``key`` field of a connection file) |
|
186 | 186 | - The serialized header dict |
|
187 | 187 | - The serialized parent header dict |
|
188 | 188 | - The serialized metadata dict |
|
189 | 189 | - The serialized content dict |
|
190 | 190 | |
|
191 | 191 | In Python, this is implemented via: |
|
192 | 192 | |
|
193 | 193 | .. sourcecode:: python |
|
194 | 194 | |
|
195 | 195 | # once: |
|
196 | 196 | digester = HMAC(key, digestmod=hashlib.sha256) |
|
197 | 197 | |
|
198 | 198 | # for each message |
|
199 | 199 | d = digester.copy() |
|
200 | 200 | for serialized_dict in (header, parent, metadata, content): |
|
201 | 201 | d.update(serialized_dict) |
|
202 | 202 | signature = d.hexdigest() |
|
203 | 203 | |
|
204 | 204 | After the signature is the actual message, always in four frames of bytes. |
|
205 | 205 | The four dictionaries that compose a message are serialized separately, |
|
206 | 206 | in the order of header, parent header, metadata, and content. |
|
207 | 207 | These can be serialized by any function that turns a dict into bytes. |
|
208 | 208 | The default and most common serialization is JSON, but msgpack and pickle |
|
209 | 209 | are common alternatives. |
|
210 | 210 | |
|
211 | 211 | After the serialized dicts are zero to many raw data buffers, |
|
212 | 212 | which can be used by message types that support binary data (mainly apply and data_pub). |
|
213 | 213 | |
|
214 | 214 | |
|
215 | 215 | Python functional API |
|
216 | 216 | ===================== |
|
217 | 217 | |
|
218 | 218 | As messages are dicts, they map naturally to a ``func(**kw)`` call form. We |
|
219 | 219 | should develop, at a few key points, functional forms of all the requests that |
|
220 | 220 | take arguments in this manner and automatically construct the necessary dict |
|
221 | 221 | for sending. |
|
222 | 222 | |
|
223 | 223 | In addition, the Python implementation of the message specification extends |
|
224 | 224 | messages upon deserialization to the following form for convenience:: |
|
225 | 225 | |
|
226 | 226 | { |
|
227 | 227 | 'header' : dict, |
|
228 | 228 | # The msg's unique identifier and type are always stored in the header, |
|
229 | 229 | # but the Python implementation copies them to the top level. |
|
230 | 230 | 'msg_id' : uuid, |
|
231 | 231 | 'msg_type' : str, |
|
232 | 232 | 'parent_header' : dict, |
|
233 | 233 | 'content' : dict, |
|
234 | 234 | 'metadata' : dict, |
|
235 | 235 | } |
|
236 | 236 | |
|
237 | 237 | All messages sent to or received by any IPython process should have this |
|
238 | 238 | extended structure. |
|
239 | 239 | |
|
240 | 240 | |
|
241 | 241 | Messages on the shell ROUTER/DEALER sockets |
|
242 | 242 | =========================================== |
|
243 | 243 | |
|
244 | 244 | .. _execute: |
|
245 | 245 | |
|
246 | 246 | Execute |
|
247 | 247 | ------- |
|
248 | 248 | |
|
249 | 249 | This message type is used by frontends to ask the kernel to execute code on |
|
250 | 250 | behalf of the user, in a namespace reserved to the user's variables (and thus |
|
251 | 251 | separate from the kernel's own internal code and variables). |
|
252 | 252 | |
|
253 | 253 | Message type: ``execute_request``:: |
|
254 | 254 | |
|
255 | 255 | content = { |
|
256 | 256 | # Source code to be executed by the kernel, one or more lines. |
|
257 | 257 | 'code' : str, |
|
258 | 258 | |
|
259 | 259 | # A boolean flag which, if True, signals the kernel to execute |
|
260 | 260 | # this code as quietly as possible. |
|
261 | 261 | # silent=True forces store_history to be False, |
|
262 | 262 | # and will *not*: |
|
263 | 263 | # - broadcast output on the IOPUB channel |
|
264 | 264 | # - have an execute_result |
|
265 | 265 | # The default is False. |
|
266 | 266 | 'silent' : bool, |
|
267 | 267 | |
|
268 | 268 | # A boolean flag which, if True, signals the kernel to populate history |
|
269 | 269 | # The default is True if silent is False. If silent is True, store_history |
|
270 | 270 | # is forced to be False. |
|
271 | 271 | 'store_history' : bool, |
|
272 | 272 | |
|
273 | 273 | # A dict mapping names to expressions to be evaluated in the |
|
274 | 274 | # user's dict. The rich display-data representation of each will be evaluated after execution. |
|
275 | 275 | # See the display_data content for the structure of the representation data. |
|
276 | 276 | 'user_expressions' : dict, |
|
277 | 277 | |
|
278 | 278 | # Some frontends do not support stdin requests. |
|
279 | 279 | # If raw_input is called from code executed from such a frontend, |
|
280 | 280 | # a StdinNotImplementedError will be raised. |
|
281 | 281 | 'allow_stdin' : True, |
|
282 | 282 | } |
|
283 | 283 | |
|
284 | 284 | .. versionchanged:: 5.0 |
|
285 | 285 | |
|
286 | 286 | ``user_variables`` removed, because it is redundant with user_expressions. |
|
287 | 287 | |
|
288 | 288 | The ``code`` field contains a single string (possibly multiline) to be executed. |
|
289 | 289 | |
|
290 | 290 | The ``user_expressions`` field deserves a detailed explanation. In the past, IPython had |
|
291 | 291 | the notion of a prompt string that allowed arbitrary code to be evaluated, and |
|
292 | 292 | this was put to good use by many in creating prompts that displayed system |
|
293 | 293 | status, path information, and even more esoteric uses like remote instrument |
|
294 | 294 | status acquired over the network. But now that IPython has a clean separation |
|
295 | 295 | between the kernel and the clients, the kernel has no prompt knowledge; prompts |
|
296 | 296 | are a frontend feature, and it should be even possible for different |
|
297 | 297 | frontends to display different prompts while interacting with the same kernel. |
|
298 | 298 | ``user_expressions`` can be used to retrieve this information. |
|
299 | 299 | |
|
300 | 300 | Any error in evaluating any expression in ``user_expressions`` will result in |
|
301 | 301 | only that key containing a standard error message, of the form:: |
|
302 | 302 | |
|
303 | 303 | { |
|
304 | 304 | 'status' : 'error', |
|
305 | 305 | 'ename' : 'NameError', |
|
306 | 306 | 'evalue' : 'foo', |
|
307 | 307 | 'traceback' : ... |
|
308 | 308 | } |
|
309 | 309 | |
|
310 | 310 | .. Note:: |
|
311 | 311 | |
|
312 | 312 | In order to obtain the current execution counter for the purposes of |
|
313 | 313 | displaying input prompts, frontends may make an execution request with an |
|
314 | 314 | empty code string and ``silent=True``. |
|
315 | 315 | |
|
316 | 316 | Upon completion of the execution request, the kernel *always* sends a reply, |
|
317 | 317 | with a status code indicating what happened and additional data depending on |
|
318 | 318 | the outcome. See :ref:`below <execution_results>` for the possible return |
|
319 | 319 | codes and associated data. |
|
320 | 320 | |
|
321 | 321 | .. seealso:: |
|
322 | 322 | |
|
323 | 323 | :ref:`execution_semantics` |
|
324 | 324 | |
|
325 | 325 | .. _execution_counter: |
|
326 | 326 | |
|
327 | 327 | Execution counter (prompt number) |
|
328 | 328 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
|
329 | 329 | |
|
330 | 330 | The kernel should have a single, monotonically increasing counter of all execution |
|
331 | 331 | requests that are made with ``store_history=True``. This counter is used to populate |
|
332 | 332 | the ``In[n]`` and ``Out[n]`` prompts. The value of this counter will be returned as the |
|
333 | 333 | ``execution_count`` field of all ``execute_reply`` and ``execute_input`` messages. |
|
334 | 334 | |
|
335 | 335 | .. _execution_results: |
|
336 | 336 | |
|
337 | 337 | Execution results |
|
338 | 338 | ~~~~~~~~~~~~~~~~~ |
|
339 | 339 | |
|
340 | 340 | Message type: ``execute_reply``:: |
|
341 | 341 | |
|
342 | 342 | content = { |
|
343 | 343 | # One of: 'ok' OR 'error' OR 'abort' |
|
344 | 344 | 'status' : str, |
|
345 | 345 | |
|
346 | 346 | # The global kernel counter that increases by one with each request that |
|
347 | 347 | # stores history. This will typically be used by clients to display |
|
348 | 348 | # prompt numbers to the user. If the request did not store history, this will |
|
349 | 349 | # be the current value of the counter in the kernel. |
|
350 | 350 | 'execution_count' : int, |
|
351 | 351 | } |
|
352 | 352 | |
|
353 | 353 | When status is 'ok', the following extra fields are present:: |
|
354 | 354 | |
|
355 | 355 | { |
|
356 | 356 | # 'payload' will be a list of payload dicts. |
|
357 | 357 | # Each execution payload is a dict with string keys that may have been |
|
358 | 358 | # produced by the code being executed. It is retrieved by the kernel at |
|
359 | 359 | # the end of the execution and sent back to the front end, which can take |
|
360 | 360 | # action on it as needed. |
|
361 | 361 | # The only requirement of each payload dict is that it have a 'source' key, |
|
362 | 362 | # which is a string classifying the payload (e.g. 'pager'). |
|
363 | 363 | 'payload' : list(dict), |
|
364 | 364 | |
|
365 | 365 | # Results for the user_expressions. |
|
366 | 366 | 'user_expressions' : dict, |
|
367 | 367 | } |
|
368 | 368 | |
|
369 | 369 | .. versionchanged:: 5.0 |
|
370 | 370 | |
|
371 | 371 | ``user_variables`` is removed, use user_expressions instead. |
|
372 | 372 | |
|
373 | 373 | .. admonition:: Execution payloads |
|
374 | 374 | |
|
375 | 375 | The notion of an 'execution payload' is different from a return value of a |
|
376 | 376 | given set of code, which normally is just displayed on the execute_result stream |
|
377 | 377 | through the PUB socket. The idea of a payload is to allow special types of |
|
378 | 378 | code, typically magics, to populate a data container in the IPython kernel |
|
379 | 379 | that will be shipped back to the caller via this channel. The kernel |
|
380 | 380 | has an API for this in the PayloadManager:: |
|
381 | 381 | |
|
382 | 382 | ip.payload_manager.write_payload(payload_dict) |
|
383 | 383 | |
|
384 | 384 | which appends a dictionary to the list of payloads. |
|
385 | 385 | |
|
386 | 386 | The payload API is not yet stabilized, |
|
387 | 387 | and should probably not be supported by non-Python kernels at this time. |
|
388 | 388 | In such cases, the payload list should always be empty. |
|
389 | 389 | |
|
390 | 390 | |
|
391 | 391 | When status is 'error', the following extra fields are present:: |
|
392 | 392 | |
|
393 | 393 | { |
|
394 | 394 | 'ename' : str, # Exception name, as a string |
|
395 | 395 | 'evalue' : str, # Exception value, as a string |
|
396 | 396 | |
|
397 | 397 | # The traceback will contain a list of frames, represented each as a |
|
398 | 398 | # string. For now we'll stick to the existing design of ultraTB, which |
|
399 | 399 | # controls exception level of detail statefully. But eventually we'll |
|
400 | 400 | # want to grow into a model where more information is collected and |
|
401 | 401 | # packed into the traceback object, with clients deciding how little or |
|
402 | 402 | # how much of it to unpack. But for now, let's start with a simple list |
|
403 | 403 | # of strings, since that requires only minimal changes to ultratb as |
|
404 | 404 | # written. |
|
405 | 405 | 'traceback' : list, |
|
406 | 406 | } |
|
407 | 407 | |
|
408 | 408 | |
|
409 | 409 | When status is 'abort', there are for now no additional data fields. This |
|
410 | 410 | happens when the kernel was interrupted by a signal. |
|
411 | 411 | |
|
412 | 412 | .. _msging_inspection: |
|
413 | 413 | |
|
414 | 414 | Introspection |
|
415 | 415 | ------------- |
|
416 | 416 | |
|
417 | 417 | Code can be inspected to show useful information to the user. |
|
418 | 418 | It is up to the Kernel to decide what information should be displayed, and its formatting. |
|
419 | 419 | |
|
420 | 420 | Message type: ``inspect_request``:: |
|
421 | 421 | |
|
422 | 422 | content = { |
|
423 | 423 | # The code context in which introspection is requested |
|
424 | 424 | # this may be up to an entire multiline cell. |
|
425 | 425 | 'code' : str, |
|
426 | 426 | |
|
427 | 427 | # The cursor position within 'code' (in unicode characters) where inspection is requested |
|
428 | 428 | 'cursor_pos' : int, |
|
429 | 429 | |
|
430 | 430 | # The level of detail desired. In IPython, the default (0) is equivalent to typing |
|
431 | 431 | # 'x?' at the prompt, 1 is equivalent to 'x??'. |
|
432 | 432 | # The difference is up to kernels, but in IPython level 1 includes the source code |
|
433 | 433 | # if available. |
|
434 | 434 | 'detail_level' : 0 or 1, |
|
435 | 435 | } |
|
436 | 436 | |
|
437 | 437 | .. versionchanged:: 5.0 |
|
438 | 438 | |
|
439 | 439 | ``object_info_request`` renamed to ``inspect_request``. |
|
440 | 440 | |
|
441 | 441 | .. versionchanged:: 5.0 |
|
442 | 442 | |
|
443 | 443 | ``name`` key replaced with ``code`` and ``cursor_pos``, |
|
444 | 444 | moving the lexing responsibility to the kernel. |
|
445 | 445 | |
|
446 | 446 | The reply is a mime-bundle, like a `display_data`_ message, |
|
447 | 447 | which should be a formatted representation of information about the context. |
|
448 | 448 | In the notebook, this is used to show tooltips over function calls, etc. |
|
449 | 449 | |
|
450 | 450 | Message type: ``inspect_reply``:: |
|
451 | 451 | |
|
452 | 452 | content = { |
|
453 | 453 | # 'ok' if the request succeeded or 'error', with error information as in all other replies. |
|
454 | 454 | 'status' : 'ok', |
|
455 | 455 | |
|
456 | 456 | # data can be empty if nothing is found |
|
457 | 457 | 'data' : dict, |
|
458 | 458 | 'metadata' : dict, |
|
459 | 459 | } |
|
460 | 460 | |
|
461 | 461 | .. versionchanged:: 5.0 |
|
462 | 462 | |
|
463 | 463 | ``object_info_reply`` renamed to ``inspect_reply``. |
|
464 | 464 | |
|
465 | 465 | .. versionchanged:: 5.0 |
|
466 | 466 | |
|
467 | 467 | Reply is changed from structured data to a mime bundle, allowing formatting decisions to be made by the kernel. |
|
468 | 468 | |
|
469 | 469 | .. _msging_completion: |
|
470 | 470 | |
|
471 | 471 | Completion |
|
472 | 472 | ---------- |
|
473 | 473 | |
|
474 | 474 | Message type: ``complete_request``:: |
|
475 | 475 | |
|
476 | 476 | content = { |
|
477 | 477 | # The code context in which completion is requested |
|
478 | 478 | # this may be up to an entire multiline cell, such as |
|
479 | 479 | # 'foo = a.isal' |
|
480 | 480 | 'code' : str, |
|
481 | 481 | |
|
482 | 482 | # The cursor position within 'code' (in unicode characters) where completion is requested |
|
483 | 483 | 'cursor_pos' : int, |
|
484 | 484 | } |
|
485 | 485 | |
|
486 | 486 | .. versionchanged:: 5.0 |
|
487 | 487 | |
|
488 | 488 | ``line``, ``block``, and ``text`` keys are removed in favor of a single ``code`` for context. |
|
489 | 489 | Lexing is up to the kernel. |
|
490 | 490 | |
|
491 | 491 | |
|
492 | 492 | Message type: ``complete_reply``:: |
|
493 | 493 | |
|
494 | 494 | content = { |
|
495 | 495 | # The list of all matches to the completion request, such as |
|
496 | 496 | # ['a.isalnum', 'a.isalpha'] for the above example. |
|
497 | 497 | 'matches' : list, |
|
498 | 498 | |
|
499 | 499 | # The range of text that should be replaced by the above matches when a completion is accepted. |
|
500 | 500 | # typically cursor_end is the same as cursor_pos in the request. |
|
501 | 501 | 'cursor_start' : int, |
|
502 | 502 | 'cursor_end' : int, |
|
503 | 503 | |
|
504 | 504 | # Information that frontend plugins might use for extra display information about completions. |
|
505 | 505 | 'metadata' : dict, |
|
506 | 506 | |
|
507 | 507 | # status should be 'ok' unless an exception was raised during the request, |
|
508 | 508 | # in which case it should be 'error', along with the usual error message content |
|
509 | 509 | # in other messages. |
|
510 | 510 | 'status' : 'ok' |
|
511 | 511 | } |
|
512 | 512 | |
|
513 | 513 | .. versionchanged:: 5.0 |
|
514 | 514 | |
|
515 | 515 | - ``matched_text`` is removed in favor of ``cursor_start`` and ``cursor_end``. |
|
516 | 516 | - ``metadata`` is added for extended information. |
|
517 | 517 | |
|
518 | 518 | .. _msging_history: |
|
519 | 519 | |
|
520 | 520 | History |
|
521 | 521 | ------- |
|
522 | 522 | |
|
523 | 523 | For clients to explicitly request history from a kernel. The kernel has all |
|
524 | 524 | the actual execution history stored in a single location, so clients can |
|
525 | 525 | request it from the kernel when needed. |
|
526 | 526 | |
|
527 | 527 | Message type: ``history_request``:: |
|
528 | 528 | |
|
529 | 529 | content = { |
|
530 | 530 | |
|
531 | 531 | # If True, also return output history in the resulting dict. |
|
532 | 532 | 'output' : bool, |
|
533 | 533 | |
|
534 | 534 | # If True, return the raw input history, else the transformed input. |
|
535 | 535 | 'raw' : bool, |
|
536 | 536 | |
|
537 | 537 | # So far, this can be 'range', 'tail' or 'search'. |
|
538 | 538 | 'hist_access_type' : str, |
|
539 | 539 | |
|
540 | 540 | # If hist_access_type is 'range', get a range of input cells. session can |
|
541 | 541 | # be a positive session number, or a negative number to count back from |
|
542 | 542 | # the current session. |
|
543 | 543 | 'session' : int, |
|
544 | 544 | # start and stop are line numbers within that session. |
|
545 | 545 | 'start' : int, |
|
546 | 546 | 'stop' : int, |
|
547 | 547 | |
|
548 | 548 | # If hist_access_type is 'tail' or 'search', get the last n cells. |
|
549 | 549 | 'n' : int, |
|
550 | 550 | |
|
551 | 551 | # If hist_access_type is 'search', get cells matching the specified glob |
|
552 | 552 | # pattern (with * and ? as wildcards). |
|
553 | 553 | 'pattern' : str, |
|
554 | 554 | |
|
555 | 555 | # If hist_access_type is 'search' and unique is true, do not |
|
556 | 556 | # include duplicated history. Default is false. |
|
557 | 557 | 'unique' : bool, |
|
558 | 558 | |
|
559 | 559 | } |
|
560 | 560 | |
|
561 | 561 | .. versionadded:: 4.0 |
|
562 | 562 | The key ``unique`` for ``history_request``. |
|
563 | 563 | |
|
564 | 564 | Message type: ``history_reply``:: |
|
565 | 565 | |
|
566 | 566 | content = { |
|
567 | 567 | # A list of 3 tuples, either: |
|
568 | 568 | # (session, line_number, input) or |
|
569 | 569 | # (session, line_number, (input, output)), |
|
570 | 570 | # depending on whether output was False or True, respectively. |
|
571 | 571 | 'history' : list, |
|
572 | 572 | } |
|
573 | 573 | |
|
574 | 574 | |
|
575 | 575 | Connect |
|
576 | 576 | ------- |
|
577 | 577 | |
|
578 | 578 | When a client connects to the request/reply socket of the kernel, it can issue |
|
579 | 579 | a connect request to get basic information about the kernel, such as the ports |
|
580 | 580 | the other ZeroMQ sockets are listening on. This allows clients to only have |
|
581 | 581 | to know about a single port (the shell channel) to connect to a kernel. |
|
582 | 582 | |
|
583 | 583 | Message type: ``connect_request``:: |
|
584 | 584 | |
|
585 | 585 | content = { |
|
586 | 586 | } |
|
587 | 587 | |
|
588 | 588 | Message type: ``connect_reply``:: |
|
589 | 589 | |
|
590 | 590 | content = { |
|
591 | 591 | 'shell_port' : int, # The port the shell ROUTER socket is listening on. |
|
592 | 592 | 'iopub_port' : int, # The port the PUB socket is listening on. |
|
593 | 593 | 'stdin_port' : int, # The port the stdin ROUTER socket is listening on. |
|
594 | 594 | 'hb_port' : int, # The port the heartbeat socket is listening on. |
|
595 | 595 | } |
|
596 | 596 | |
|
597 | 597 | .. _msging_kernel_info: |
|
598 | 598 | |
|
599 | 599 | Kernel info |
|
600 | 600 | ----------- |
|
601 | 601 | |
|
602 | 602 | If a client needs to know information about the kernel, it can |
|
603 | 603 | make a request of the kernel's information. |
|
604 | 604 | This message can be used to fetch core information of the |
|
605 | 605 | kernel, including language (e.g., Python), language version number and |
|
606 | 606 | IPython version number, and the IPython message spec version number. |
|
607 | 607 | |
|
608 | 608 | Message type: ``kernel_info_request``:: |
|
609 | 609 | |
|
610 | 610 | content = { |
|
611 | 611 | } |
|
612 | 612 | |
|
613 | 613 | Message type: ``kernel_info_reply``:: |
|
614 | 614 | |
|
615 | 615 | content = { |
|
616 | 616 | # Version of messaging protocol. |
|
617 | 617 | # The first integer indicates major version. It is incremented when |
|
618 | 618 | # there is any backward incompatible change. |
|
619 | 619 | # The second integer indicates minor version. It is incremented when |
|
620 | 620 | # there is any backward compatible change. |
|
621 | 621 | 'protocol_version': 'X.Y.Z', |
|
622 | 622 | |
|
623 | 623 | # The kernel implementation name |
|
624 | 624 | # (e.g. 'ipython' for the IPython kernel) |
|
625 | 625 | 'implementation': str, |
|
626 | 626 | |
|
627 | 627 | # Implementation version number. |
|
628 | 628 | # The version number of the kernel's implementation |
|
629 | 629 | # (e.g. IPython.__version__ for the IPython kernel) |
|
630 | 630 | 'implementation_version': 'X.Y.Z', |
|
631 | 631 | |
|
632 | 632 | # Programming language in which kernel is implemented. |
|
633 | 633 | # Kernel included in IPython returns 'python'. |
|
634 | 634 | 'language': str, |
|
635 | 635 | |
|
636 | 636 | # Language version number. |
|
637 | 637 | # It is Python version number (e.g., '2.7.3') for the kernel |
|
638 | 638 | # included in IPython. |
|
639 | 639 | 'language_version': 'X.Y.Z', |
|
640 | 640 | |
|
641 | 641 | # A banner of information about the kernel, |
|
642 | 642 | # which may be desplayed in console environments. |
|
643 | 643 | 'banner' : str, |
|
644 | 644 | } |
|
645 | 645 | |
|
646 | 646 | .. versionchanged:: 5.0 |
|
647 | 647 | |
|
648 | 648 | Versions changed from lists of integers to strings. |
|
649 | 649 | |
|
650 | 650 | .. versionchanged:: 5.0 |
|
651 | 651 | |
|
652 | 652 | ``ipython_version`` is removed. |
|
653 | 653 | |
|
654 | 654 | .. versionchanged:: 5.0 |
|
655 | 655 | |
|
656 | 656 | ``implementation``, ``implementation_version``, and ``banner`` keys are added. |
|
657 | 657 | |
|
658 | 658 | .. _msging_shutdown: |
|
659 | 659 | |
|
660 | 660 | Kernel shutdown |
|
661 | 661 | --------------- |
|
662 | 662 | |
|
663 | 663 | The clients can request the kernel to shut itself down; this is used in |
|
664 | 664 | multiple cases: |
|
665 | 665 | |
|
666 | 666 | - when the user chooses to close the client application via a menu or window |
|
667 | 667 | control. |
|
668 | 668 | - when the user types 'exit' or 'quit' (or their uppercase magic equivalents). |
|
669 | 669 | - when the user chooses a GUI method (like the 'Ctrl-C' shortcut in the |
|
670 | 670 | IPythonQt client) to force a kernel restart to get a clean kernel without |
|
671 | 671 | losing client-side state like history or inlined figures. |
|
672 | 672 | |
|
673 | 673 | The client sends a shutdown request to the kernel, and once it receives the |
|
674 | 674 | reply message (which is otherwise empty), it can assume that the kernel has |
|
675 | 675 | completed shutdown safely. |
|
676 | 676 | |
|
677 | 677 | Upon their own shutdown, client applications will typically execute a last |
|
678 | 678 | minute sanity check and forcefully terminate any kernel that is still alive, to |
|
679 | 679 | avoid leaving stray processes in the user's machine. |
|
680 | 680 | |
|
681 | 681 | Message type: ``shutdown_request``:: |
|
682 | 682 | |
|
683 | 683 | content = { |
|
684 | 684 | 'restart' : bool # whether the shutdown is final, or precedes a restart |
|
685 | 685 | } |
|
686 | 686 | |
|
687 | 687 | Message type: ``shutdown_reply``:: |
|
688 | 688 | |
|
689 | 689 | content = { |
|
690 | 690 | 'restart' : bool # whether the shutdown is final, or precedes a restart |
|
691 | 691 | } |
|
692 | 692 | |
|
693 | 693 | .. Note:: |
|
694 | 694 | |
|
695 | 695 | When the clients detect a dead kernel thanks to inactivity on the heartbeat |
|
696 | 696 | socket, they simply send a forceful process termination signal, since a dead |
|
697 | 697 | process is unlikely to respond in any useful way to messages. |
|
698 | 698 | |
|
699 | 699 | |
|
700 | 700 | Messages on the PUB/SUB socket |
|
701 | 701 | ============================== |
|
702 | 702 | |
|
703 | 703 | Streams (stdout, stderr, etc) |
|
704 | 704 | ------------------------------ |
|
705 | 705 | |
|
706 | 706 | Message type: ``stream``:: |
|
707 | 707 | |
|
708 | 708 | content = { |
|
709 | 709 | # The name of the stream is one of 'stdout', 'stderr' |
|
710 | 710 | 'name' : str, |
|
711 | 711 | |
|
712 | 712 | # The data is an arbitrary string to be written to that stream |
|
713 | 713 | 'data' : str, |
|
714 | 714 | } |
|
715 | 715 | |
|
716 | 716 | Display Data |
|
717 | 717 | ------------ |
|
718 | 718 | |
|
719 | 719 | This type of message is used to bring back data that should be displayed (text, |
|
720 | 720 | html, svg, etc.) in the frontends. This data is published to all frontends. |
|
721 | 721 | Each message can have multiple representations of the data; it is up to the |
|
722 | 722 | frontend to decide which to use and how. A single message should contain all |
|
723 | 723 | possible representations of the same information. Each representation should |
|
724 | 724 | be a JSON'able data structure, and should be a valid MIME type. |
|
725 | 725 | |
|
726 | 726 | Some questions remain about this design: |
|
727 | 727 | |
|
728 | 728 | * Do we use this message type for execute_result/displayhook? Probably not, because |
|
729 | 729 | the displayhook also has to handle the Out prompt display. On the other hand |
|
730 | 730 | we could put that information into the metadata section. |
|
731 | 731 | |
|
732 | 732 | .. _display_data: |
|
733 | 733 | |
|
734 | 734 | Message type: ``display_data``:: |
|
735 | 735 | |
|
736 | 736 | content = { |
|
737 | 737 | |
|
738 | 738 | # Who create the data |
|
739 | 739 | 'source' : str, |
|
740 | 740 | |
|
741 | 741 | # The data dict contains key/value pairs, where the keys are MIME |
|
742 | 742 | # types and the values are the raw data of the representation in that |
|
743 | 743 | # format. |
|
744 | 744 | 'data' : dict, |
|
745 | 745 | |
|
746 | 746 | # Any metadata that describes the data |
|
747 | 747 | 'metadata' : dict |
|
748 | 748 | } |
|
749 | 749 | |
|
750 | 750 | |
|
751 | 751 | The ``metadata`` contains any metadata that describes the output. |
|
752 | 752 | Global keys are assumed to apply to the output as a whole. |
|
753 | 753 | The ``metadata`` dict can also contain mime-type keys, which will be sub-dictionaries, |
|
754 | 754 | which are interpreted as applying only to output of that type. |
|
755 | 755 | Third parties should put any data they write into a single dict |
|
756 | 756 | with a reasonably unique name to avoid conflicts. |
|
757 | 757 | |
|
758 | 758 | The only metadata keys currently defined in IPython are the width and height |
|
759 | 759 | of images:: |
|
760 | 760 | |
|
761 | 761 | metadata = { |
|
762 | 762 | 'image/png' : { |
|
763 | 763 | 'width': 640, |
|
764 | 764 | 'height': 480 |
|
765 | 765 | } |
|
766 | 766 | } |
|
767 | 767 | |
|
768 | 768 | |
|
769 | 769 | .. versionchanged:: 5.0 |
|
770 | 770 | |
|
771 | 771 | `application/json` data should be unpacked JSON data, |
|
772 | 772 | not double-serialized as a JSON string. |
|
773 | 773 | |
|
774 | 774 | |
|
775 | 775 | Raw Data Publication |
|
776 | 776 | -------------------- |
|
777 | 777 | |
|
778 | 778 | ``display_data`` lets you publish *representations* of data, such as images and html. |
|
779 | 779 | This ``data_pub`` message lets you publish *actual raw data*, sent via message buffers. |
|
780 | 780 | |
|
781 | 781 | data_pub messages are constructed via the :func:`IPython.lib.datapub.publish_data` function: |
|
782 | 782 | |
|
783 | 783 | .. sourcecode:: python |
|
784 | 784 | |
|
785 | 785 | from IPython.kernel.zmq.datapub import publish_data |
|
786 | 786 | ns = dict(x=my_array) |
|
787 | 787 | publish_data(ns) |
|
788 | 788 | |
|
789 | 789 | |
|
790 | 790 | Message type: ``data_pub``:: |
|
791 | 791 | |
|
792 | 792 | content = { |
|
793 | 793 | # the keys of the data dict, after it has been unserialized |
|
794 | 794 | 'keys' : ['a', 'b'] |
|
795 | 795 | } |
|
796 | 796 | # the namespace dict will be serialized in the message buffers, |
|
797 | 797 | # which will have a length of at least one |
|
798 | 798 | buffers = [b'pdict', ...] |
|
799 | 799 | |
|
800 | 800 | |
|
801 | 801 | The interpretation of a sequence of data_pub messages for a given parent request should be |
|
802 | 802 | to update a single namespace with subsequent results. |
|
803 | 803 | |
|
804 | 804 | .. note:: |
|
805 | 805 | |
|
806 | 806 | No frontends directly handle data_pub messages at this time. |
|
807 | 807 | It is currently only used by the client/engines in :mod:`IPython.parallel`, |
|
808 | 808 | where engines may publish *data* to the Client, |
|
809 | 809 | of which the Client can then publish *representations* via ``display_data`` |
|
810 | 810 | to various frontends. |
|
811 | 811 | |
|
812 | 812 | Code inputs |
|
813 | 813 | ----------- |
|
814 | 814 | |
|
815 | 815 | To let all frontends know what code is being executed at any given time, these |
|
816 | 816 | messages contain a re-broadcast of the ``code`` portion of an |
|
817 | 817 | :ref:`execute_request <execute>`, along with the :ref:`execution_count |
|
818 | 818 | <execution_counter>`. |
|
819 | 819 | |
|
820 | 820 | Message type: ``execute_input``:: |
|
821 | 821 | |
|
822 | 822 | content = { |
|
823 | 823 | 'code' : str, # Source code to be executed, one or more lines |
|
824 | 824 | |
|
825 | 825 | # The counter for this execution is also provided so that clients can |
|
826 | 826 | # display it, since IPython automatically creates variables called _iN |
|
827 | 827 | # (for input prompt In[N]). |
|
828 | 828 | 'execution_count' : int |
|
829 | 829 | } |
|
830 | 830 | |
|
831 | 831 | .. versionchanged:: 5.0 |
|
832 | 832 | |
|
833 | 833 | ``pyin`` is renamed to ``execute_input``. |
|
834 | 834 | |
|
835 | 835 | |
|
836 | 836 | Execution results |
|
837 | 837 | ----------------- |
|
838 | 838 | |
|
839 | 839 | Results of an execution are published as an ``execute_result``. |
|
840 | 840 | These are identical to `display_data`_ messages, with the addition of an ``execution_count`` key. |
|
841 | 841 | |
|
842 | 842 | Results can have multiple simultaneous formats depending on its |
|
843 | 843 | configuration. A plain text representation should always be provided |
|
844 | 844 | in the ``text/plain`` mime-type. Frontends are free to display any or all of these |
|
845 | 845 | according to its capabilities. |
|
846 | 846 | Frontends should ignore mime-types they do not understand. The data itself is |
|
847 | 847 | any JSON object and depends on the format. It is often, but not always a string. |
|
848 | 848 | |
|
849 | 849 | Message type: ``execute_result``:: |
|
850 | 850 | |
|
851 | 851 | content = { |
|
852 | 852 | |
|
853 | 853 | # The counter for this execution is also provided so that clients can |
|
854 | 854 | # display it, since IPython automatically creates variables called _N |
|
855 | 855 | # (for prompt N). |
|
856 | 856 | 'execution_count' : int, |
|
857 | 857 | |
|
858 | 858 | # data and metadata are identical to a display_data message. |
|
859 | 859 | # the object being displayed is that passed to the display hook, |
|
860 | 860 | # i.e. the *result* of the execution. |
|
861 | 861 | 'data' : dict, |
|
862 | 862 | 'metadata' : dict, |
|
863 | 863 | } |
|
864 | 864 | |
|
865 | 865 | Execution errors |
|
866 | 866 | ---------------- |
|
867 | 867 | |
|
868 | 868 | When an error occurs during code execution |
|
869 | 869 | |
|
870 | 870 | Message type: ``error``:: |
|
871 | 871 | |
|
872 | 872 | content = { |
|
873 | 873 | # Similar content to the execute_reply messages for the 'error' case, |
|
874 | 874 | # except the 'status' field is omitted. |
|
875 | 875 | } |
|
876 | 876 | |
|
877 | 877 | .. versionchanged:: 5.0 |
|
878 | 878 | |
|
879 | 879 | ``pyerr`` renamed to ``error`` |
|
880 | 880 | |
|
881 | 881 | Kernel status |
|
882 | 882 | ------------- |
|
883 | 883 | |
|
884 | 884 | This message type is used by frontends to monitor the status of the kernel. |
|
885 | 885 | |
|
886 | 886 | Message type: ``status``:: |
|
887 | 887 | |
|
888 | 888 | content = { |
|
889 |
# When the kernel starts to |
|
|
889 | # When the kernel starts to handle a message, it will enter the 'busy' | |
|
890 | 890 | # state and when it finishes, it will enter the 'idle' state. |
|
891 | 891 | # The kernel will publish state 'starting' exactly once at process startup. |
|
892 | 892 | execution_state : ('busy', 'idle', 'starting') |
|
893 | 893 | } |
|
894 | 894 | |
|
895 | .. versionchanged:: 5.0 | |
|
896 | ||
|
897 | Busy and idle messages should be sent before/after handling every shell message, | |
|
898 | not just execution. | |
|
899 | ||
|
895 | 900 | Clear output |
|
896 | 901 | ------------ |
|
897 | 902 | |
|
898 | 903 | This message type is used to clear the output that is visible on the frontend. |
|
899 | 904 | |
|
900 | 905 | Message type: ``clear_output``:: |
|
901 | 906 | |
|
902 | 907 | content = { |
|
903 | 908 | |
|
904 | 909 | # Wait to clear the output until new output is available. Clears the |
|
905 | 910 | # existing output immediately before the new output is displayed. |
|
906 | 911 | # Useful for creating simple animations with minimal flickering. |
|
907 | 912 | 'wait' : bool, |
|
908 | 913 | } |
|
909 | 914 | |
|
910 | 915 | .. versionchanged:: 4.1 |
|
911 | 916 | |
|
912 | 917 | ``stdout``, ``stderr``, and ``display`` boolean keys for selective clearing are removed, |
|
913 | 918 | and ``wait`` is added. |
|
914 | 919 | The selective clearing keys are ignored in v4 and the default behavior remains the same, |
|
915 | 920 | so v4 clear_output messages will be safely handled by a v4.1 frontend. |
|
916 | 921 | |
|
917 | 922 | |
|
918 | 923 | Messages on the stdin ROUTER/DEALER sockets |
|
919 | 924 | =========================================== |
|
920 | 925 | |
|
921 | 926 | This is a socket where the request/reply pattern goes in the opposite direction: |
|
922 | 927 | from the kernel to a *single* frontend, and its purpose is to allow |
|
923 | 928 | ``raw_input`` and similar operations that read from ``sys.stdin`` on the kernel |
|
924 | 929 | to be fulfilled by the client. The request should be made to the frontend that |
|
925 | 930 | made the execution request that prompted ``raw_input`` to be called. For now we |
|
926 | 931 | will keep these messages as simple as possible, since they only mean to convey |
|
927 | 932 | the ``raw_input(prompt)`` call. |
|
928 | 933 | |
|
929 | 934 | Message type: ``input_request``:: |
|
930 | 935 | |
|
931 | 936 | content = { |
|
932 | 937 | # the text to show at the prompt |
|
933 | 938 | 'prompt' : str, |
|
934 | 939 | # Is the request for a password? |
|
935 | 940 | # If so, the frontend shouldn't echo input. |
|
936 | 941 | 'password' : bool |
|
937 | 942 | } |
|
938 | 943 | |
|
939 | 944 | Message type: ``input_reply``:: |
|
940 | 945 | |
|
941 | 946 | content = { 'value' : str } |
|
942 | 947 | |
|
943 | 948 | |
|
944 | 949 | When ``password`` is True, the frontend should not echo the input as it is entered. |
|
945 | 950 | |
|
946 | 951 | .. versionchanged:: 5.0 |
|
947 | 952 | |
|
948 | 953 | ``password`` key added. |
|
949 | 954 | |
|
950 | 955 | .. note:: |
|
951 | 956 | |
|
952 | 957 | The stdin socket of the client is required to have the same zmq IDENTITY |
|
953 | 958 | as the client's shell socket. |
|
954 | 959 | Because of this, the ``input_request`` must be sent with the same IDENTITY |
|
955 | 960 | routing prefix as the ``execute_reply`` in order for the frontend to receive |
|
956 | 961 | the message. |
|
957 | 962 | |
|
958 | 963 | .. note:: |
|
959 | 964 | |
|
960 | 965 | We do not explicitly try to forward the raw ``sys.stdin`` object, because in |
|
961 | 966 | practice the kernel should behave like an interactive program. When a |
|
962 | 967 | program is opened on the console, the keyboard effectively takes over the |
|
963 | 968 | ``stdin`` file descriptor, and it can't be used for raw reading anymore. |
|
964 | 969 | Since the IPython kernel effectively behaves like a console program (albeit |
|
965 | 970 | one whose "keyboard" is actually living in a separate process and |
|
966 | 971 | transported over the zmq connection), raw ``stdin`` isn't expected to be |
|
967 | 972 | available. |
|
968 | 973 | |
|
969 | 974 | |
|
970 | 975 | Heartbeat for kernels |
|
971 | 976 | ===================== |
|
972 | 977 | |
|
973 | 978 | Clients send ping messages on a REQ socket, which are echoed right back |
|
974 | 979 | from the Kernel's REP socket. These are simple bytestrings, not full JSON messages described above. |
|
975 | 980 | |
|
976 | 981 | |
|
977 | 982 | Custom Messages |
|
978 | 983 | =============== |
|
979 | 984 | |
|
980 | 985 | .. versionadded:: 4.1 |
|
981 | 986 | |
|
982 | 987 | IPython 2.0 (msgspec v4.1) adds a messaging system for developers to add their own objects with Frontend |
|
983 | 988 | and Kernel-side components, and allow them to communicate with each other. |
|
984 | 989 | To do this, IPython adds a notion of a ``Comm``, which exists on both sides, |
|
985 | 990 | and can communicate in either direction. |
|
986 | 991 | |
|
987 | 992 | These messages are fully symmetrical - both the Kernel and the Frontend can send each message, |
|
988 | 993 | and no messages expect a reply. |
|
989 | 994 | The Kernel listens for these messages on the Shell channel, |
|
990 | 995 | and the Frontend listens for them on the IOPub channel. |
|
991 | 996 | |
|
992 | 997 | Opening a Comm |
|
993 | 998 | -------------- |
|
994 | 999 | |
|
995 | 1000 | Opening a Comm produces a ``comm_open`` message, to be sent to the other side:: |
|
996 | 1001 | |
|
997 | 1002 | { |
|
998 | 1003 | 'comm_id' : 'u-u-i-d', |
|
999 | 1004 | 'target_name' : 'my_comm', |
|
1000 | 1005 | 'data' : {} |
|
1001 | 1006 | } |
|
1002 | 1007 | |
|
1003 | 1008 | Every Comm has an ID and a target name. |
|
1004 | 1009 | The code handling the message on the receiving side is responsible for maintaining a mapping |
|
1005 | 1010 | of target_name keys to constructors. |
|
1006 | 1011 | After a ``comm_open`` message has been sent, |
|
1007 | 1012 | there should be a corresponding Comm instance on both sides. |
|
1008 | 1013 | The ``data`` key is always a dict and can be any extra JSON information used in initialization of the comm. |
|
1009 | 1014 | |
|
1010 | 1015 | If the ``target_name`` key is not found on the receiving side, |
|
1011 | 1016 | then it should immediately reply with a ``comm_close`` message to avoid an inconsistent state. |
|
1012 | 1017 | |
|
1013 | 1018 | Comm Messages |
|
1014 | 1019 | ------------- |
|
1015 | 1020 | |
|
1016 | 1021 | Comm messages are one-way communications to update comm state, |
|
1017 | 1022 | used for synchronizing widget state, or simply requesting actions of a comm's counterpart. |
|
1018 | 1023 | |
|
1019 | 1024 | Essentially, each comm pair defines their own message specification implemented inside the ``data`` dict. |
|
1020 | 1025 | |
|
1021 | 1026 | There are no expected replies (of course, one side can send another ``comm_msg`` in reply). |
|
1022 | 1027 | |
|
1023 | 1028 | Message type: ``comm_msg``:: |
|
1024 | 1029 | |
|
1025 | 1030 | { |
|
1026 | 1031 | 'comm_id' : 'u-u-i-d', |
|
1027 | 1032 | 'data' : {} |
|
1028 | 1033 | } |
|
1029 | 1034 | |
|
1030 | 1035 | Tearing Down Comms |
|
1031 | 1036 | ------------------ |
|
1032 | 1037 | |
|
1033 | 1038 | Since comms live on both sides, when a comm is destroyed the other side must be notified. |
|
1034 | 1039 | This is done with a ``comm_close`` message. |
|
1035 | 1040 | |
|
1036 | 1041 | Message type: ``comm_close``:: |
|
1037 | 1042 | |
|
1038 | 1043 | { |
|
1039 | 1044 | 'comm_id' : 'u-u-i-d', |
|
1040 | 1045 | 'data' : {} |
|
1041 | 1046 | } |
|
1042 | 1047 | |
|
1043 | 1048 | Output Side Effects |
|
1044 | 1049 | ------------------- |
|
1045 | 1050 | |
|
1046 | 1051 | Since comm messages can execute arbitrary user code, |
|
1047 | 1052 | handlers should set the parent header and publish status busy / idle, |
|
1048 | 1053 | just like an execute request. |
|
1049 | 1054 | |
|
1050 | 1055 | |
|
1051 | 1056 | To Do |
|
1052 | 1057 | ===== |
|
1053 | 1058 | |
|
1054 | 1059 | Missing things include: |
|
1055 | 1060 | |
|
1056 | 1061 | * Important: finish thinking through the payload concept and API. |
|
1057 | 1062 | |
|
1058 | 1063 | .. include:: ../links.txt |
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