Mercurial > repos > shellac > guppy_basecaller
annotate env/lib/python3.7/site-packages/humanfriendly/tables.py @ 0:26e78fe6e8c4 draft
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author | shellac |
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date | Sat, 02 May 2020 07:14:21 -0400 |
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1 # Human friendly input/output in Python. |
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2 # |
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3 # Author: Peter Odding <peter@peterodding.com> |
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4 # Last Change: February 16, 2020 |
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5 # URL: https://humanfriendly.readthedocs.io |
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6 |
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7 """ |
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8 Functions that render ASCII tables. |
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9 |
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10 Some generic notes about the table formatting functions in this module: |
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11 |
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12 - These functions were not written with performance in mind (*at all*) because |
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13 they're intended to format tabular data to be presented on a terminal. If |
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14 someone were to run into a performance problem using these functions, they'd |
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15 be printing so much tabular data to the terminal that a human wouldn't be |
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16 able to digest the tabular data anyway, so the point is moot :-). |
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17 |
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18 - These functions ignore ANSI escape sequences (at least the ones generated by |
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19 the :mod:`~humanfriendly.terminal` module) in the calculation of columns |
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20 widths. On reason for this is that column names are highlighted in color when |
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21 connected to a terminal. It also means that you can use ANSI escape sequences |
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22 to highlight certain column's values if you feel like it (for example to |
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23 highlight deviations from the norm in an overview of calculated values). |
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24 """ |
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25 |
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26 # Standard library modules. |
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27 import collections |
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28 import re |
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29 |
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30 # Modules included in our package. |
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31 from humanfriendly.compat import coerce_string |
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32 from humanfriendly.terminal import ( |
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33 ansi_strip, |
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34 ansi_width, |
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35 ansi_wrap, |
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36 terminal_supports_colors, |
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37 find_terminal_size, |
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38 HIGHLIGHT_COLOR, |
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39 ) |
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40 |
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41 # Public identifiers that require documentation. |
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42 __all__ = ( |
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43 'format_pretty_table', |
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44 'format_robust_table', |
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45 'format_rst_table', |
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46 'format_smart_table', |
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47 ) |
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48 |
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49 # Compiled regular expression pattern to recognize table columns containing |
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50 # numeric data (integer and/or floating point numbers). Used to right-align the |
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51 # contents of such columns. |
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52 # |
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53 # Pre-emptive snarky comment: This pattern doesn't match every possible |
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54 # floating point number notation!?!1!1 |
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55 # |
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56 # Response: I know, that's intentional. The use of this regular expression |
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57 # pattern has a very high DWIM level and weird floating point notations do not |
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58 # fall under the DWIM umbrella :-). |
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59 NUMERIC_DATA_PATTERN = re.compile(r'^\d+(\.\d+)?$') |
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60 |
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61 |
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62 def format_smart_table(data, column_names): |
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63 """ |
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64 Render tabular data using the most appropriate representation. |
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65 |
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66 :param data: An iterable (e.g. a :func:`tuple` or :class:`list`) |
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67 containing the rows of the table, where each row is an |
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68 iterable containing the columns of the table (strings). |
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69 :param column_names: An iterable of column names (strings). |
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70 :returns: The rendered table (a string). |
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71 |
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72 If you want an easy way to render tabular data on a terminal in a human |
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73 friendly format then this function is for you! It works as follows: |
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74 |
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75 - If the input data doesn't contain any line breaks the function |
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76 :func:`format_pretty_table()` is used to render a pretty table. If the |
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77 resulting table fits in the terminal without wrapping the rendered pretty |
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78 table is returned. |
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79 |
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80 - If the input data does contain line breaks or if a pretty table would |
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81 wrap (given the width of the terminal) then the function |
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82 :func:`format_robust_table()` is used to render a more robust table that |
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83 can deal with data containing line breaks and long text. |
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84 """ |
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85 # Normalize the input in case we fall back from a pretty table to a robust |
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86 # table (in which case we'll definitely iterate the input more than once). |
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87 data = [normalize_columns(r) for r in data] |
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88 column_names = normalize_columns(column_names) |
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89 # Make sure the input data doesn't contain any line breaks (because pretty |
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90 # tables break horribly when a column's text contains a line break :-). |
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91 if not any(any('\n' in c for c in r) for r in data): |
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92 # Render a pretty table. |
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93 pretty_table = format_pretty_table(data, column_names) |
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94 # Check if the pretty table fits in the terminal. |
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95 table_width = max(map(ansi_width, pretty_table.splitlines())) |
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96 num_rows, num_columns = find_terminal_size() |
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97 if table_width <= num_columns: |
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98 # The pretty table fits in the terminal without wrapping! |
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99 return pretty_table |
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100 # Fall back to a robust table when a pretty table won't work. |
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101 return format_robust_table(data, column_names) |
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102 |
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103 |
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104 def format_pretty_table(data, column_names=None, horizontal_bar='-', vertical_bar='|'): |
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105 """ |
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106 Render a table using characters like dashes and vertical bars to emulate borders. |
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107 |
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108 :param data: An iterable (e.g. a :func:`tuple` or :class:`list`) |
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109 containing the rows of the table, where each row is an |
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110 iterable containing the columns of the table (strings). |
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111 :param column_names: An iterable of column names (strings). |
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112 :param horizontal_bar: The character used to represent a horizontal bar (a |
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113 string). |
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114 :param vertical_bar: The character used to represent a vertical bar (a |
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115 string). |
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116 :returns: The rendered table (a string). |
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117 |
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118 Here's an example: |
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119 |
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120 >>> from humanfriendly.tables import format_pretty_table |
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121 >>> column_names = ['Version', 'Uploaded on', 'Downloads'] |
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122 >>> humanfriendly_releases = [ |
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123 ... ['1.23', '2015-05-25', '218'], |
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124 ... ['1.23.1', '2015-05-26', '1354'], |
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125 ... ['1.24', '2015-05-26', '223'], |
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126 ... ['1.25', '2015-05-26', '4319'], |
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127 ... ['1.25.1', '2015-06-02', '197'], |
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128 ... ] |
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129 >>> print(format_pretty_table(humanfriendly_releases, column_names)) |
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130 ------------------------------------- |
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131 | Version | Uploaded on | Downloads | |
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132 ------------------------------------- |
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133 | 1.23 | 2015-05-25 | 218 | |
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134 | 1.23.1 | 2015-05-26 | 1354 | |
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135 | 1.24 | 2015-05-26 | 223 | |
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136 | 1.25 | 2015-05-26 | 4319 | |
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137 | 1.25.1 | 2015-06-02 | 197 | |
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138 ------------------------------------- |
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139 |
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140 Notes about the resulting table: |
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141 |
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142 - If a column contains numeric data (integer and/or floating point |
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143 numbers) in all rows (ignoring column names of course) then the content |
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144 of that column is right-aligned, as can be seen in the example above. The |
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145 idea here is to make it easier to compare the numbers in different |
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146 columns to each other. |
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147 |
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148 - The column names are highlighted in color so they stand out a bit more |
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149 (see also :data:`.HIGHLIGHT_COLOR`). The following screen shot shows what |
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150 that looks like (my terminals are always set to white text on a black |
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151 background): |
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152 |
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153 .. image:: images/pretty-table.png |
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154 """ |
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155 # Normalize the input because we'll have to iterate it more than once. |
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156 data = [normalize_columns(r, expandtabs=True) for r in data] |
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157 if column_names is not None: |
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158 column_names = normalize_columns(column_names) |
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159 if column_names: |
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160 if terminal_supports_colors(): |
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161 column_names = [highlight_column_name(n) for n in column_names] |
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162 data.insert(0, column_names) |
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163 # Calculate the maximum width of each column. |
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164 widths = collections.defaultdict(int) |
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165 numeric_data = collections.defaultdict(list) |
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166 for row_index, row in enumerate(data): |
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167 for column_index, column in enumerate(row): |
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168 widths[column_index] = max(widths[column_index], ansi_width(column)) |
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169 if not (column_names and row_index == 0): |
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170 numeric_data[column_index].append(bool(NUMERIC_DATA_PATTERN.match(ansi_strip(column)))) |
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171 # Create a horizontal bar of dashes as a delimiter. |
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172 line_delimiter = horizontal_bar * (sum(widths.values()) + len(widths) * 3 + 1) |
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173 # Start the table with a vertical bar. |
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174 lines = [line_delimiter] |
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175 # Format the rows and columns. |
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176 for row_index, row in enumerate(data): |
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177 line = [vertical_bar] |
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178 for column_index, column in enumerate(row): |
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179 padding = ' ' * (widths[column_index] - ansi_width(column)) |
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180 if all(numeric_data[column_index]): |
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181 line.append(' ' + padding + column + ' ') |
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182 else: |
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183 line.append(' ' + column + padding + ' ') |
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184 line.append(vertical_bar) |
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185 lines.append(u''.join(line)) |
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186 if column_names and row_index == 0: |
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187 lines.append(line_delimiter) |
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188 # End the table with a vertical bar. |
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189 lines.append(line_delimiter) |
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190 # Join the lines, returning a single string. |
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191 return u'\n'.join(lines) |
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192 |
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193 |
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194 def format_robust_table(data, column_names): |
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195 """ |
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196 Render tabular data with one column per line (allowing columns with line breaks). |
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197 |
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198 :param data: An iterable (e.g. a :func:`tuple` or :class:`list`) |
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199 containing the rows of the table, where each row is an |
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200 iterable containing the columns of the table (strings). |
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201 :param column_names: An iterable of column names (strings). |
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202 :returns: The rendered table (a string). |
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203 |
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204 Here's an example: |
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205 |
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206 >>> from humanfriendly.tables import format_robust_table |
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207 >>> column_names = ['Version', 'Uploaded on', 'Downloads'] |
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208 >>> humanfriendly_releases = [ |
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209 ... ['1.23', '2015-05-25', '218'], |
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210 ... ['1.23.1', '2015-05-26', '1354'], |
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211 ... ['1.24', '2015-05-26', '223'], |
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212 ... ['1.25', '2015-05-26', '4319'], |
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213 ... ['1.25.1', '2015-06-02', '197'], |
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214 ... ] |
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215 >>> print(format_robust_table(humanfriendly_releases, column_names)) |
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216 ----------------------- |
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217 Version: 1.23 |
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218 Uploaded on: 2015-05-25 |
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219 Downloads: 218 |
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220 ----------------------- |
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221 Version: 1.23.1 |
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222 Uploaded on: 2015-05-26 |
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223 Downloads: 1354 |
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224 ----------------------- |
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225 Version: 1.24 |
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226 Uploaded on: 2015-05-26 |
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227 Downloads: 223 |
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228 ----------------------- |
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229 Version: 1.25 |
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230 Uploaded on: 2015-05-26 |
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231 Downloads: 4319 |
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232 ----------------------- |
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233 Version: 1.25.1 |
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234 Uploaded on: 2015-06-02 |
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235 Downloads: 197 |
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236 ----------------------- |
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237 |
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238 The column names are highlighted in bold font and color so they stand out a |
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239 bit more (see :data:`.HIGHLIGHT_COLOR`). |
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240 """ |
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241 blocks = [] |
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242 column_names = ["%s:" % n for n in normalize_columns(column_names)] |
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243 if terminal_supports_colors(): |
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244 column_names = [highlight_column_name(n) for n in column_names] |
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245 # Convert each row into one or more `name: value' lines (one per column) |
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246 # and group each `row of lines' into a block (i.e. rows become blocks). |
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247 for row in data: |
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248 lines = [] |
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249 for column_index, column_text in enumerate(normalize_columns(row)): |
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250 stripped_column = column_text.strip() |
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251 if '\n' not in stripped_column: |
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252 # Columns without line breaks are formatted inline. |
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253 lines.append("%s %s" % (column_names[column_index], stripped_column)) |
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254 else: |
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255 # Columns with line breaks could very well contain indented |
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256 # lines, so we'll put the column name on a separate line. This |
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257 # way any indentation remains intact, and it's easier to |
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258 # copy/paste the text. |
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259 lines.append(column_names[column_index]) |
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260 lines.extend(column_text.rstrip().splitlines()) |
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261 blocks.append(lines) |
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262 # Calculate the width of the row delimiter. |
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263 num_rows, num_columns = find_terminal_size() |
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264 longest_line = max(max(map(ansi_width, lines)) for lines in blocks) |
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265 delimiter = u"\n%s\n" % ('-' * min(longest_line, num_columns)) |
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266 # Force a delimiter at the start and end of the table. |
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267 blocks.insert(0, "") |
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268 blocks.append("") |
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269 # Embed the row delimiter between every two blocks. |
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270 return delimiter.join(u"\n".join(b) for b in blocks).strip() |
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271 |
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272 |
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273 def format_rst_table(data, column_names=None): |
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274 """ |
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275 Render a table in reStructuredText_ format. |
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276 |
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277 :param data: An iterable (e.g. a :func:`tuple` or :class:`list`) |
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278 containing the rows of the table, where each row is an |
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279 iterable containing the columns of the table (strings). |
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280 :param column_names: An iterable of column names (strings). |
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281 :returns: The rendered table (a string). |
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282 |
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283 Here's an example: |
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284 |
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285 >>> from humanfriendly.tables import format_rst_table |
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286 >>> column_names = ['Version', 'Uploaded on', 'Downloads'] |
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287 >>> humanfriendly_releases = [ |
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288 ... ['1.23', '2015-05-25', '218'], |
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289 ... ['1.23.1', '2015-05-26', '1354'], |
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290 ... ['1.24', '2015-05-26', '223'], |
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291 ... ['1.25', '2015-05-26', '4319'], |
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292 ... ['1.25.1', '2015-06-02', '197'], |
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293 ... ] |
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294 >>> print(format_rst_table(humanfriendly_releases, column_names)) |
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295 ======= =========== ========= |
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296 Version Uploaded on Downloads |
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297 ======= =========== ========= |
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298 1.23 2015-05-25 218 |
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299 1.23.1 2015-05-26 1354 |
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300 1.24 2015-05-26 223 |
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301 1.25 2015-05-26 4319 |
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302 1.25.1 2015-06-02 197 |
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303 ======= =========== ========= |
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304 |
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305 .. _reStructuredText: https://en.wikipedia.org/wiki/ReStructuredText |
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306 """ |
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307 data = [normalize_columns(r) for r in data] |
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308 if column_names: |
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309 data.insert(0, normalize_columns(column_names)) |
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310 # Calculate the maximum width of each column. |
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311 widths = collections.defaultdict(int) |
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312 for row in data: |
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313 for index, column in enumerate(row): |
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314 widths[index] = max(widths[index], len(column)) |
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315 # Pad the columns using whitespace. |
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316 for row in data: |
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317 for index, column in enumerate(row): |
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318 if index < (len(row) - 1): |
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319 row[index] = column.ljust(widths[index]) |
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320 # Add table markers. |
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321 delimiter = ['=' * w for i, w in sorted(widths.items())] |
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322 if column_names: |
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323 data.insert(1, delimiter) |
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324 data.insert(0, delimiter) |
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325 data.append(delimiter) |
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326 # Join the lines and columns together. |
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327 return '\n'.join(' '.join(r) for r in data) |
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328 |
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329 |
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330 def normalize_columns(row, expandtabs=False): |
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331 results = [] |
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332 for value in row: |
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333 text = coerce_string(value) |
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334 if expandtabs: |
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335 text = text.expandtabs() |
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336 results.append(text) |
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337 return results |
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338 |
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339 |
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340 def highlight_column_name(name): |
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341 return ansi_wrap(name, bold=True, color=HIGHLIGHT_COLOR) |