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1 | 1 | """Code for converting notebooks to and from v3.""" |
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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 | import json |
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7 | 7 | import re |
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8 | 8 | |
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9 | 9 | from .nbbase import ( |
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10 | 10 | nbformat, nbformat_minor, |
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11 | 11 | NotebookNode, |
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12 | 12 | ) |
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13 | 13 | |
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14 | 14 | from IPython.nbformat import v3 |
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15 | 15 | from IPython.utils.log import get_logger |
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16 | 16 | |
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17 | 17 | def _warn_if_invalid(nb, version): |
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18 | 18 | """Log validation errors, if there are any.""" |
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19 | 19 | from IPython.nbformat.current import validate, ValidationError |
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20 | 20 | try: |
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21 | 21 | validate(nb, version=version) |
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22 | 22 | except ValidationError as e: |
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23 | 23 | get_logger().error("Notebook JSON is not valid v%i: %s", version, e) |
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24 | 24 | |
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25 | 25 | def upgrade(nb, from_version=3, from_minor=0): |
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26 | 26 | """Convert a notebook to v4. |
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27 | 27 | |
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28 | 28 | Parameters |
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29 | 29 | ---------- |
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30 | 30 | nb : NotebookNode |
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31 | 31 | The Python representation of the notebook to convert. |
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32 | 32 | from_version : int |
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33 | 33 | The original version of the notebook to convert. |
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34 | 34 | from_minor : int |
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35 | 35 | The original minor version of the notebook to convert (only relevant for v >= 3). |
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36 | 36 | """ |
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37 | 37 | if from_version == 3: |
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38 | 38 | # Validate the notebook before conversion |
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39 | 39 | _warn_if_invalid(nb, from_version) |
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40 | 40 | |
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41 | 41 | # Mark the original nbformat so consumers know it has been converted |
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42 | 42 | orig_nbformat = nb.pop('orig_nbformat', None) |
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43 | 43 | nb.metadata.orig_nbformat = orig_nbformat or 3 |
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44 | 44 | |
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45 | 45 | # Mark the new format |
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46 | 46 | nb.nbformat = nbformat |
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47 | 47 | nb.nbformat_minor = nbformat_minor |
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48 | 48 | |
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49 | 49 | # remove worksheet(s) |
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50 | 50 | nb['cells'] = cells = [] |
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51 | 51 | # In the unlikely event of multiple worksheets, |
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52 | 52 | # they will be flattened |
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53 | 53 | for ws in nb.pop('worksheets', []): |
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54 | 54 | # upgrade each cell |
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55 | 55 | for cell in ws['cells']: |
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56 | 56 | cells.append(upgrade_cell(cell)) |
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57 | 57 | # upgrade metadata |
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58 | 58 | nb.metadata.pop('name', '') |
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59 | 59 | # Validate the converted notebook before returning it |
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60 | 60 | _warn_if_invalid(nb, nbformat) |
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61 | 61 | return nb |
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62 | 62 | elif from_version == 4: |
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63 | 63 | # nothing to do |
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64 | 64 | if from_minor != nbformat_minor: |
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65 | 65 | nb.metadata.orig_nbformat_minor = from_minor |
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66 | 66 | nb.nbformat_minor = nbformat_minor |
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67 | 67 | |
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68 | 68 | return nb |
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69 | 69 | else: |
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70 | 70 | raise ValueError('Cannot convert a notebook directly from v%s to v4. ' \ |
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71 | 71 | 'Try using the IPython.nbformat.convert module.' % from_version) |
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72 | 72 | |
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73 | 73 | def upgrade_cell(cell): |
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74 | 74 | """upgrade a cell from v3 to v4 |
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75 | 75 | |
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76 | 76 | heading cell -> markdown heading |
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77 | 77 | code cell: |
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78 | 78 | - remove language metadata |
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79 | 79 | - cell.input -> cell.source |
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80 | 80 | - cell.prompt_number -> cell.execution_count |
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81 | 81 | - update outputs |
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82 | 82 | """ |
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83 | 83 | cell.setdefault('metadata', NotebookNode()) |
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84 | 84 | if cell.cell_type == 'code': |
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85 | 85 | cell.pop('language', '') |
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86 | cell.metadata.collapsed = cell.pop('collapsed') | |
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86 | if 'collapsed' in cell: | |
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87 | cell.metadata['collapsed'] = cell.pop('collapsed') | |
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87 | 88 | cell.source = cell.pop('input', '') |
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88 | 89 | cell.execution_count = cell.pop('prompt_number', None) |
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89 | 90 | cell.outputs = upgrade_outputs(cell.outputs) |
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90 | 91 | elif cell.cell_type == 'heading': |
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91 | 92 | cell.cell_type = 'markdown' |
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92 | 93 | level = cell.pop('level', 1) |
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93 | 94 | cell.source = '{hashes} {single_line}'.format( |
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94 | 95 | hashes='#' * level, |
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95 | 96 | single_line = ' '.join(cell.get('source', '').splitlines()), |
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96 | 97 | ) |
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97 | 98 | elif cell.cell_type == 'html': |
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98 | 99 | # Technically, this exists. It will never happen in practice. |
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99 | 100 | cell.cell_type = 'markdown' |
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100 | 101 | return cell |
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101 | 102 | |
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102 | 103 | def downgrade_cell(cell): |
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103 | 104 | """downgrade a cell from v4 to v3 |
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104 | 105 | |
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105 | 106 | code cell: |
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106 | 107 | - set cell.language |
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107 | 108 | - cell.input <- cell.source |
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108 | 109 | - cell.prompt_number <- cell.execution_count |
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109 | 110 | - update outputs |
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110 | 111 | markdown cell: |
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111 | 112 | - single-line heading -> heading cell |
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112 | 113 | """ |
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113 | 114 | if cell.cell_type == 'code': |
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114 | 115 | cell.language = 'python' |
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115 | 116 | cell.input = cell.pop('source', '') |
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116 | 117 | cell.prompt_number = cell.pop('execution_count', None) |
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117 | 118 | cell.collapsed = cell.metadata.pop('collapsed', False) |
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118 | 119 | cell.outputs = downgrade_outputs(cell.outputs) |
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119 | 120 | elif cell.cell_type == 'markdown': |
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120 | 121 | source = cell.get('source', '') |
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121 | 122 | if '\n' not in source and source.startswith('#'): |
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122 | 123 | prefix, text = re.match(r'(#+)\s*(.*)', source).groups() |
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123 | 124 | cell.cell_type = 'heading' |
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124 | 125 | cell.source = text |
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125 | 126 | cell.level = len(prefix) |
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126 | 127 | return cell |
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127 | 128 | |
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128 | 129 | _mime_map = { |
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129 | 130 | "text" : "text/plain", |
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130 | 131 | "html" : "text/html", |
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131 | 132 | "svg" : "image/svg+xml", |
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132 | 133 | "png" : "image/png", |
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133 | 134 | "jpeg" : "image/jpeg", |
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134 | 135 | "latex" : "text/latex", |
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135 | 136 | "json" : "application/json", |
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136 | 137 | "javascript" : "application/javascript", |
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137 | 138 | }; |
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138 | 139 | |
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139 | 140 | def to_mime_key(d): |
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140 | 141 | """convert dict with v3 aliases to plain mime-type keys""" |
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141 | 142 | for alias, mime in _mime_map.items(): |
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142 | 143 | if alias in d: |
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143 | 144 | d[mime] = d.pop(alias) |
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144 | 145 | return d |
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145 | 146 | |
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146 | 147 | def from_mime_key(d): |
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147 | 148 | """convert dict with mime-type keys to v3 aliases""" |
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148 | 149 | for alias, mime in _mime_map.items(): |
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149 | 150 | if mime in d: |
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150 | 151 | d[alias] = d.pop(mime) |
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151 | 152 | return d |
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152 | 153 | |
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153 | 154 | def upgrade_output(output): |
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154 | 155 | """upgrade a single code cell output from v3 to v4 |
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155 | 156 | |
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156 | 157 | - pyout -> execute_result |
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157 | 158 | - pyerr -> error |
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158 | 159 | - output.type -> output.data.mime/type |
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159 | 160 | - mime-type keys |
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160 | 161 | - stream.stream -> stream.name |
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161 | 162 | """ |
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162 | 163 | if output['output_type'] in {'pyout', 'display_data'}: |
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163 | 164 | output.setdefault('metadata', NotebookNode()) |
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164 | 165 | if output['output_type'] == 'pyout': |
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165 | 166 | output['output_type'] = 'execute_result' |
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166 | 167 | output['execution_count'] = output.pop('prompt_number', None) |
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167 | 168 | |
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168 | 169 | # move output data into data sub-dict |
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169 | 170 | data = {} |
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170 | 171 | for key in list(output): |
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171 | 172 | if key in {'output_type', 'execution_count', 'metadata'}: |
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172 | 173 | continue |
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173 | 174 | data[key] = output.pop(key) |
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174 | 175 | to_mime_key(data) |
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175 | 176 | output['data'] = data |
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176 | 177 | to_mime_key(output.metadata) |
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177 | 178 | if 'application/json' in data: |
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178 | 179 | data['application/json'] = json.loads(data['application/json']) |
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179 | 180 | # promote ascii bytes (from v2) to unicode |
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180 | 181 | for key in ('image/png', 'image/jpeg'): |
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181 | 182 | if key in data and isinstance(data[key], bytes): |
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182 | 183 | data[key] = data[key].decode('ascii') |
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183 | 184 | elif output['output_type'] == 'pyerr': |
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184 | 185 | output['output_type'] = 'error' |
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185 | 186 | elif output['output_type'] == 'stream': |
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186 | 187 | output['name'] = output.pop('stream') |
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187 | 188 | return output |
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188 | 189 | |
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189 | 190 | def downgrade_output(output): |
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190 | 191 | """downgrade a single code cell output to v3 from v4 |
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191 | 192 | |
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192 | 193 | - pyout <- execute_result |
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193 | 194 | - pyerr <- error |
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194 | 195 | - output.data.mime/type -> output.type |
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195 | 196 | - un-mime-type keys |
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196 | 197 | - stream.stream <- stream.name |
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197 | 198 | """ |
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198 | 199 | if output['output_type'] in {'execute_result', 'display_data'}: |
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199 | 200 | if output['output_type'] == 'execute_result': |
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200 | 201 | output['output_type'] = 'pyout' |
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201 | 202 | output['prompt_number'] = output.pop('execution_count', None) |
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202 | 203 | |
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203 | 204 | # promote data dict to top-level output namespace |
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204 | 205 | data = output.pop('data', {}) |
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205 | 206 | if 'application/json' in data: |
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206 | 207 | data['application/json'] = json.dumps(data['application/json']) |
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207 | 208 | from_mime_key(data) |
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208 | 209 | output.update(data) |
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209 | 210 | from_mime_key(output.get('metadata', {})) |
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210 | 211 | elif output['output_type'] == 'error': |
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211 | 212 | output['output_type'] = 'pyerr' |
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212 | 213 | elif output['output_type'] == 'stream': |
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213 | 214 | output['stream'] = output.pop('name') |
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214 | 215 | return output |
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215 | 216 | |
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216 | 217 | def upgrade_outputs(outputs): |
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217 | 218 | """upgrade outputs of a code cell from v3 to v4""" |
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218 | 219 | return [upgrade_output(op) for op in outputs] |
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219 | 220 | |
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220 | 221 | def downgrade_outputs(outputs): |
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221 | 222 | """downgrade outputs of a code cell to v3 from v4""" |
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222 | 223 | return [downgrade_output(op) for op in outputs] |
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223 | 224 | |
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224 | 225 | def downgrade(nb): |
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225 | 226 | """Convert a v4 notebook to v3. |
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226 | 227 | |
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227 | 228 | Parameters |
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228 | 229 | ---------- |
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229 | 230 | nb : NotebookNode |
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230 | 231 | The Python representation of the notebook to convert. |
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231 | 232 | """ |
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232 | 233 | if nb.nbformat != nbformat: |
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233 | 234 | return nb |
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234 | 235 | |
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235 | 236 | # Validate the notebook before conversion |
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236 | 237 | _warn_if_invalid(nb, nbformat) |
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237 | 238 | |
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238 | 239 | nb.nbformat = v3.nbformat |
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239 | 240 | nb.nbformat_minor = v3.nbformat_minor |
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240 | 241 | cells = [ downgrade_cell(cell) for cell in nb.pop('cells') ] |
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241 | 242 | nb.worksheets = [v3.new_worksheet(cells=cells)] |
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242 | 243 | nb.metadata.setdefault('name', '') |
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243 | 244 | nb.metadata.pop('orig_nbformat', None) |
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244 | 245 | nb.metadata.pop('orig_nbformat_minor', None) |
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245 | 246 | |
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246 | 247 | # Validate the converted notebook before returning it |
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247 | 248 | _warn_if_invalid(nb, v3.nbformat) |
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248 | 249 | return nb |
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