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@@ -1,120 +1,162 b'' | |||
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1 | 1 | """Module containing a preprocessor that removes the outputs from code cells""" |
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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 | #----------------------------------------------------------------------------- | |
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7 | # Imports | |
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8 | #----------------------------------------------------------------------------- | |
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9 | ||
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10 | 6 | import os |
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11 | 7 | import sys |
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12 | 8 | |
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13 | 9 | try: |
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14 | 10 | from queue import Empty # Py 3 |
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15 | 11 | except ImportError: |
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16 | 12 | from Queue import Empty # Py 2 |
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17 | 13 | |
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18 | from IPython.kernel import KernelManager | |
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19 | from IPython.nbformat.current import reads, NotebookNode, writes | |
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14 | from IPython.utils.traitlets import List, Unicode | |
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20 | 15 | |
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16 | from IPython.nbformat.current import reads, NotebookNode, writes | |
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21 | 17 | from .base import Preprocessor |
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22 | 18 | |
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19 | # default timeout for reply and output: 10s | |
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20 | TIMEOUT = 10 | |
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23 | 21 | |
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24 | #----------------------------------------------------------------------------- | |
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25 | # Classes | |
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26 | #----------------------------------------------------------------------------- | |
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27 | 22 | class ExecutePreprocessor(Preprocessor): |
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28 | 23 | """ |
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29 | 24 | Executes all the cells in a notebook |
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30 | 25 | """ |
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31 | def __init__(self, extra_arguments=[], **kwargs): | |
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32 | """ | |
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33 | Start an kernel to run the Python code | |
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34 | """ | |
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35 | super(ExecutePreprocessor, self).__init__(**kwargs) | |
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36 | self.extra_arguments = [] | |
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37 | ||
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26 | ||
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27 | # FIXME: to be removed with nbformat v4 | |
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28 | # map msg_type to v3 output_type | |
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29 | msg_type_map = { | |
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30 | "error" : "pyerr", | |
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31 | "execute_result" : "pyout", | |
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32 | } | |
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33 | ||
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34 | # FIXME: to be removed with nbformat v4 | |
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35 | # map mime-type to v3 mime-type keys | |
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36 | mime_map = { | |
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37 | "text/plain" : "text", | |
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38 | "text/html" : "html", | |
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39 | "image/svg+xml" : "svg", | |
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40 | "image/png" : "png", | |
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41 | "image/jpeg" : "jpeg", | |
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42 | "text/latex" : "latex", | |
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43 | "application/json" : "json", | |
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44 | "application/javascript" : "javascript", | |
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45 | } | |
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46 | ||
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47 | extra_arguments = List(Unicode) | |
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48 | ||
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38 | 49 | def _create_client(self): |
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50 | from IPython.kernel import KernelManager | |
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39 | 51 | self.km = KernelManager() |
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40 | 52 | self.km.start_kernel(extra_arguments=self.extra_arguments, stderr=open(os.devnull, 'w')) |
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41 | 53 | self.kc = self.km.client() |
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42 | 54 | self.kc.start_channels() |
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55 | self.log.debug('kc.start_channels: %s', self.kc.session.session) | |
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43 | 56 | self.iopub = self.kc.iopub_channel |
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44 | 57 | self.shell = self.kc.shell_channel |
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45 | 58 | self.shell.kernel_info() |
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59 | try: | |
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60 | self.shell.get_msg(timeout=TIMEOUT) | |
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61 | except Empty: | |
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62 | self.log.error("Timeout waiting for kernel_info reply") | |
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63 | raise | |
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64 | try: | |
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65 | self.iopub.get_msg(timeout=TIMEOUT) | |
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66 | except Empty: | |
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67 | self.log.warn("Timeout waiting for IOPub on startup") | |
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46 | 68 | |
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47 | 69 | def _shutdown_client(self): |
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48 | 70 | self.kc.stop_channels() |
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49 | 71 | self.km.shutdown_kernel() |
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50 | 72 | del self.km |
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51 | 73 | |
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52 | 74 | def preprocess(self, nb, resources): |
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53 | 75 | self._create_client() |
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54 | 76 | nb, resources = super(ExecutePreprocessor, self).preprocess(nb, resources) |
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55 | 77 | self._shutdown_client() |
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56 | 78 | return nb, resources |
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57 | 79 | |
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58 | 80 | def preprocess_cell(self, cell, resources, cell_index): |
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59 | 81 | """ |
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60 | 82 | Apply a transformation on each code cell. See base.py for details. |
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61 | 83 | """ |
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62 | 84 | if cell.cell_type != 'code': |
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63 | 85 | return cell, resources |
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64 | 86 | try: |
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65 | 87 | outputs = self.run_cell(self.shell, self.iopub, cell) |
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66 | 88 | except Exception as e: |
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67 | 89 | self.log.error("failed to run cell: " + repr(e)) |
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68 | 90 | self.log.error(str(cell.input)) |
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69 |
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91 | raise | |
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70 | 92 | cell.outputs = outputs |
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71 | 93 | return cell, resources |
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72 | 94 | |
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73 | @staticmethod | |
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74 | def run_cell(shell, iopub, cell): | |
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75 | # print cell.input | |
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76 | shell.execute(cell.input) | |
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77 | # wait for finish, maximum 20s | |
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78 | shell.get_msg(timeout=20) | |
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95 | def run_cell(self, shell, iopub, cell): | |
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96 | msg_id = shell.execute(cell.input) | |
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97 | self.log.debug("Executing cell:\n%s", cell.input) | |
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98 | # wait for finish, with timeout | |
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99 | while True: | |
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100 | try: | |
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101 | msg = shell.get_msg(timeout=TIMEOUT) | |
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102 | except Empty: | |
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103 | self.log.error("Timeout waiting for execute reply") | |
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104 | raise | |
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105 | if msg['parent_header'].get('msg_id') == msg_id: | |
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106 | break | |
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107 | else: | |
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108 | # not our reply | |
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109 | continue | |
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110 | ||
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79 | 111 | outs = [] |
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80 | 112 | |
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81 | 113 | while True: |
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82 | 114 | try: |
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83 |
msg = iopub.get_msg(timeout= |
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115 | msg = iopub.get_msg(timeout=TIMEOUT) | |
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84 | 116 | except Empty: |
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117 | self.log.warn("Timeout waiting for IOPub output") | |
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85 | 118 | break |
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119 | if msg['parent_header'].get('msg_id') != msg_id: | |
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120 | # not an output from our execution | |
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121 | continue | |
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86 | 122 | |
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87 | 123 | msg_type = msg['msg_type'] |
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124 | self.log.debug("output: %s", msg_type) | |
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88 | 125 | content = msg['content'] |
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89 | out = NotebookNode(output_type=msg_type) | |
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126 | if msg_type == 'status': | |
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127 | if content['execution_state'] == 'idle': | |
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128 | break | |
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129 | else: | |
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130 | continue | |
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131 | elif msg_type in {'execute_input', 'pyin'}: | |
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132 | continue | |
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133 | elif msg_type == 'clear_output': | |
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134 | outs = [] | |
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135 | continue | |
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136 | ||
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137 | out = NotebookNode(output_type=self.msg_type_map.get(msg_type, msg_type)) | |
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90 | 138 | |
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91 | 139 | # set the prompt number for the input and the output |
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92 | 140 | if 'execution_count' in content: |
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93 | 141 | cell['prompt_number'] = content['execution_count'] |
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94 | 142 | out.prompt_number = content['execution_count'] |
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95 | 143 | |
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96 | if msg_type in ('status', 'pyin'): | |
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97 | continue | |
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98 | elif msg_type == 'clear_output': | |
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99 | outs = [] | |
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100 | continue | |
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101 | ||
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102 | 144 | if msg_type == 'stream': |
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103 | 145 | out.stream = content['name'] |
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104 | 146 | out.text = content['data'] |
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105 |
elif msg_type in ('display_data', ' |
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147 | elif msg_type in ('display_data', 'execute_result'): | |
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106 | 148 | out['metadata'] = content['metadata'] |
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107 |
for mime, data in content['data']. |
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108 | attr = mime.split('/')[-1].lower() | |
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109 | # this gets most right, but fix svg+html, plain | |
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110 | attr = attr.replace('+xml', '').replace('plain', 'text') | |
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111 |
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112 |
elif msg_type == ' |
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149 | for mime, data in content['data'].items(): | |
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150 | # map mime-type keys to nbformat v3 keys | |
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151 | # this will be unnecessary in nbformat v4 | |
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152 | key = self.mime_map.get(mime, mime) | |
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153 | out[key] = data | |
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154 | elif msg_type == 'error': | |
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113 | 155 | out.ename = content['ename'] |
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114 | 156 | out.evalue = content['evalue'] |
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115 | 157 | out.traceback = content['traceback'] |
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116 | 158 | else: |
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117 | 159 | self.log.error("unhandled iopub msg: " + msg_type) |
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118 | 160 | |
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119 | 161 | outs.append(out) |
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120 | 162 | return outs |
@@ -1,87 +1,86 b'' | |||
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1 | 1 | """ |
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2 | 2 | Module with tests for the execute preprocessor. |
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3 | 3 | """ |
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4 | 4 | |
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5 | 5 | # Copyright (c) IPython Development Team. |
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6 | 6 | # Distributed under the terms of the Modified BSD License. |
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7 | 7 | |
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8 | 8 | import copy |
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9 | 9 | import os |
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10 | 10 | import re |
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11 | 11 | |
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12 | 12 | from IPython.nbformat import current as nbformat |
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13 | 13 | |
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14 | 14 | from .base import PreprocessorTestsBase |
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15 | 15 | from ..execute import ExecutePreprocessor |
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16 | 16 | |
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17 | 17 | from IPython.nbconvert.filters import strip_ansi |
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18 | 18 | |
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19 | 19 | |
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20 | 20 | addr_pat = re.compile(r'0x[0-9a-f]{7,9}') |
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21 | 21 | |
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22 | ||
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23 | 22 | class TestExecute(PreprocessorTestsBase): |
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24 | 23 | """Contains test functions for execute.py""" |
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25 | 24 | |
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26 | 25 | @staticmethod |
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27 |
def normalize_ |
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26 | def normalize_output(output): | |
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28 | 27 | """ |
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29 |
Normalizes |
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28 | Normalizes outputs for comparison. | |
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30 | 29 | """ |
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31 |
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32 |
if 'metadata' in |
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33 |
del |
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34 |
if 'text' in |
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35 |
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36 |
if 'svg' in |
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37 |
del |
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38 |
if 'traceback' in |
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30 | output = dict(output) | |
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31 | if 'metadata' in output: | |
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32 | del output['metadata'] | |
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33 | if 'text' in output: | |
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34 | output['text'] = re.sub(addr_pat, '<HEXADDR>', output['text']) | |
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35 | if 'svg' in output: | |
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36 | del output['text'] | |
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37 | if 'traceback' in output: | |
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39 | 38 | tb = [] |
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40 |
for line in |
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39 | for line in output['traceback']: | |
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41 | 40 | tb.append(strip_ansi(line)) |
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42 |
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41 | output['traceback'] = tb | |
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43 | 42 | |
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44 |
return |
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43 | return output | |
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45 | 44 | |
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46 | 45 | |
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47 | 46 | def assert_notebooks_equal(self, expected, actual): |
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48 | 47 | expected_cells = expected['worksheets'][0]['cells'] |
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49 | 48 | actual_cells = actual['worksheets'][0]['cells'] |
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50 | 49 | assert len(expected_cells) == len(actual_cells) |
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51 | 50 | |
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52 | 51 | for expected_cell, actual_cell in zip(expected_cells, actual_cells): |
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53 | 52 | expected_outputs = expected_cell.get('outputs', []) |
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54 | 53 | actual_outputs = actual_cell.get('outputs', []) |
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55 |
normalized_expected_outputs = list(map(self.normalize_ |
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56 |
normalized_actual_outputs = list(map(self.normalize_ |
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54 | normalized_expected_outputs = list(map(self.normalize_output, expected_outputs)) | |
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55 | normalized_actual_outputs = list(map(self.normalize_output, actual_outputs)) | |
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57 | 56 | assert normalized_expected_outputs == normalized_actual_outputs |
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58 | 57 | |
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59 | 58 | |
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60 | 59 | def build_preprocessor(self): |
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61 | 60 | """Make an instance of a preprocessor""" |
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62 | 61 | preprocessor = ExecutePreprocessor() |
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63 | 62 | preprocessor.enabled = True |
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64 | 63 | return preprocessor |
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65 | 64 | |
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66 | 65 | |
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67 | 66 | def test_constructor(self): |
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68 | 67 | """Can a ExecutePreprocessor be constructed?""" |
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69 | 68 | self.build_preprocessor() |
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70 | 69 | |
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71 | 70 | |
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72 | 71 | def test_run_notebooks(self): |
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73 | 72 | """Runs a series of test notebooks and compares them to their actual output""" |
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74 | 73 | current_dir = os.path.dirname(__file__) |
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75 | 74 | input_files = os.listdir(os.path.join(current_dir, 'input')) |
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76 | 75 | for filename in input_files: |
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77 | 76 | if not filename.endswith(".ipynb"): |
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78 | 77 | continue |
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79 | 78 | with open(os.path.join(current_dir, 'input', filename)) as f: |
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80 | 79 | input_nb = nbformat.read(f, 'ipynb') |
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81 | 80 | with open(os.path.join(current_dir, 'expected', filename)) as f: |
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82 | 81 | expected_nb = nbformat.read(f, 'ipynb') |
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83 | 82 | res = self.build_resources() |
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84 | 83 | preprocessor = self.build_preprocessor() |
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85 | 84 | output_nb, _ = preprocessor(input_nb, res) |
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86 | 85 | self.assert_notebooks_equal(output_nb, expected_nb) |
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87 | 86 |
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