1 | ## $Id: helpers.py 9372 2012-10-21 10:43:54Z uli $ |
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2 | ## |
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3 | ## Copyright (C) 2011 Uli Fouquet & Henrik Bettermann |
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4 | ## This program is free software; you can redistribute it and/or modify |
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5 | ## it under the terms of the GNU General Public License as published by |
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6 | ## the Free Software Foundation; either version 2 of the License, or |
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7 | ## (at your option) any later version. |
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8 | ## |
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9 | ## This program is distributed in the hope that it will be useful, |
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10 | ## but WITHOUT ANY WARRANTY; without even the implied warranty of |
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11 | ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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12 | ## GNU General Public License for more details. |
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13 | ## |
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14 | ## You should have received a copy of the GNU General Public License |
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15 | ## along with this program; if not, write to the Free Software |
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16 | ## Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA |
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17 | ## |
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18 | """General helper functions for Kofa. |
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19 | """ |
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20 | import csv |
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21 | import datetime |
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22 | import imghdr |
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23 | import os |
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24 | import pytz |
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25 | import re |
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26 | import shutil |
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27 | import tempfile |
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28 | import grok |
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29 | from cStringIO import StringIO |
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30 | from docutils.core import publish_string |
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31 | from zope.component import getUtility |
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32 | from zope.component.interfaces import IFactory |
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33 | from zope.interface import implementedBy |
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34 | from zope.interface.interface import Method, Attribute |
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35 | from zope.schema import getFieldNames |
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36 | from zope.schema.fieldproperty import FieldProperty |
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37 | from zope.security.interfaces import NoInteraction |
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38 | from zope.security.management import getInteraction |
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39 | from zope.pluggableauth.interfaces import IAuthenticatorPlugin |
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40 | from waeup.kofa.interfaces import MessageFactory as _ |
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41 | |
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42 | BUFSIZE = 8 * 1024 |
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43 | |
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44 | def remove_file_or_directory(filepath): |
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45 | """Remove a file or directory. |
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46 | |
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47 | Different to :func:`shutil.rmtree` we also accept not existing |
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48 | paths (returning silently) and if a dir turns out to be a regular |
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49 | file, we remove that. |
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50 | """ |
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51 | filepath = os.path.abspath(filepath) |
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52 | if not os.path.exists(filepath): |
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53 | return |
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54 | if os.path.isdir(filepath): |
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55 | shutil.rmtree(filepath) |
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56 | else: |
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57 | os.unlink(filepath) |
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58 | return |
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59 | |
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60 | def copy_filesystem_tree(src, dst, overwrite=False, del_old=False): |
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61 | """Copy contents of directory src to directory dst. |
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62 | |
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63 | Both directories must exists. |
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64 | |
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65 | If `overwrite` is true, any same named objects will be |
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66 | overwritten. Otherwise these files will not be touched. |
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67 | |
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68 | If `del_old` is true, copied files and directories will be removed |
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69 | from the src directory. |
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70 | |
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71 | This functions returns a list of non-copied files. |
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72 | |
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73 | Unix hidden files and directories (starting with '.') are not |
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74 | processed by this function. |
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75 | """ |
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76 | if not os.path.exists(src): |
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77 | raise ValueError('source path does not exist: %s' % src) |
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78 | if not os.path.exists(dst): |
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79 | raise ValueError('destination path does not exist: %s' % dst) |
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80 | if not os.path.isdir(src): |
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81 | raise ValueError('source path is not a directory: %s' % src) |
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82 | if not os.path.isdir(dst): |
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83 | raise ValueError('destination path is not a directory: %s' % dst) |
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84 | not_copied = [] |
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85 | for item in os.listdir(src): |
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86 | if item.startswith('.'): |
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87 | continue # We do not copy hidden stuff... |
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88 | itemsrc = os.path.join(src, item) |
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89 | itemdst = os.path.join(dst, item) |
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90 | |
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91 | if os.path.exists(itemdst): |
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92 | if overwrite is True: |
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93 | remove_file_or_directory(itemdst) |
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94 | else: |
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95 | not_copied.append(item) |
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96 | continue |
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97 | |
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98 | if os.path.isdir(itemsrc): |
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99 | shutil.copytree(itemsrc, itemdst) |
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100 | else: |
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101 | shutil.copy2(itemsrc, itemdst) |
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102 | if del_old: |
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103 | remove_file_or_directory(itemsrc) |
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104 | return not_copied |
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105 | |
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106 | |
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107 | def get_inner_HTML_part(html_code): |
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108 | """Return the 'inner' part of a complete HTML snippet. |
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109 | |
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110 | If there is a form part, get this. |
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111 | |
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112 | If there is no form part, try to return the body part contents. |
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113 | |
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114 | If there is no body, return as-is. |
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115 | |
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116 | Let's see how that works. If we deliver some doc with form, we |
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117 | will get that form only: |
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118 | |
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119 | >>> doc = '<html><form>My Form</form>Outside the form</html>' |
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120 | >>> get_inner_HTML_part(doc) |
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121 | '<form>My Form</form>' |
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122 | |
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123 | No form? Then seek for a body part and get the contents: |
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124 | |
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125 | >>> doc = '<html><body>My Body</body>Trailing Trash</html>' |
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126 | >>> get_inner_HTML_part(doc) |
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127 | 'My Body' |
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128 | |
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129 | If none of these is included, return what we got: |
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130 | |
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131 | >>> doc = '<html>without body nor form</html>' |
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132 | >>> get_inner_HTML_part(doc) |
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133 | '<html>without body nor form</html>' |
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134 | |
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135 | """ |
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136 | |
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137 | try: |
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138 | result = re.match('^.+(<form[^\>]*>.*</form>).+$', html_code, |
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139 | re.DOTALL).groups()[0] |
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140 | return result |
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141 | except AttributeError: |
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142 | # No <form> part included |
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143 | try: |
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144 | result = re.match('^.+<body[^\>]*>(.*)</body>.*$', html_code, |
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145 | re.DOTALL).groups()[0] |
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146 | return result |
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147 | except AttributeError: |
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148 | # No <form> and no <body> tag... |
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149 | pass |
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150 | return html_code |
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151 | |
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152 | class FactoryBase(grok.GlobalUtility): |
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153 | """A factory for things. |
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154 | |
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155 | This is a baseclass for easier creation of factories. Factories |
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156 | are utilities that are registered under a certain name and return |
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157 | instances of certain classes when called. |
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158 | |
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159 | In :mod:`waeup.kofa` we use factories extensively for |
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160 | batching. While processing a batch some processors looks up a |
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161 | factory to create real-world instances that then get filled with |
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162 | data from imported CSV files. |
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163 | |
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164 | To get rid of reimplementing the same stuff over and over again, |
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165 | most notably the methods defined here, we offer this base class |
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166 | (which will *not* be registered as a factory itself). |
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167 | |
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168 | Real factories can then be created like this: |
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169 | |
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170 | >>> import grok |
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171 | >>> from waeup.kofa.utils.helpers import FactoryBase |
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172 | >>> class MyObject(object): |
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173 | ... # Some class we want to get instances of. |
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174 | ... pass |
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175 | >>> class MyObjectFactory(FactoryBase): |
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176 | ... # This is the factory for MyObject instances |
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177 | ... grok.name(u'waeup.kofa.factory.MyObject') |
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178 | ... factory = MyObject |
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179 | |
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180 | That's it. It is essential to set the ``factory`` attribute, which |
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181 | will determine the class of which instances should be created when |
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182 | called. The given name must even be unique amongst all utilities |
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183 | registered during runtime. While you can pick any name you like |
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184 | you might want to prepend ``waeup.kofa.factory.`` to the name |
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185 | string to make sure it does not clash with names of other |
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186 | utilities one day. |
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187 | |
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188 | Before all this works we have to grok the baseclass once and our |
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189 | freshly defined factory. This executes all the component |
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190 | registration stuff we don't want to do ourselves. In daily use |
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191 | this is done automatically on startup of a :mod:`waeup.kofa` |
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192 | system. |
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193 | |
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194 | >>> grok.testing.grok('waeup.kofa.utils.helpers') |
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195 | >>> grok.testing.grok_component( |
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196 | ... 'MyObjectFactory', MyObjectFactory |
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197 | ... ) |
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198 | True |
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199 | |
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200 | After grokking we (and processors) can create objects without |
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201 | knowing about the location of the real class definition, just by |
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202 | the factory name: |
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203 | |
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204 | >>> from zope.component import createObject |
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205 | >>> obj = createObject('waeup.kofa.factory.MyObject') |
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206 | >>> isinstance(obj, MyObject) |
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207 | True |
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208 | |
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209 | We can also use the regular utility lookups to find our new |
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210 | factory: |
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211 | |
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212 | >>> from zope.component import getUtility |
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213 | >>> from zope.component.interfaces import IFactory |
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214 | >>> factory = getUtility( |
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215 | ... IFactory, name='waeup.kofa.factory.MyObject' |
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216 | ... ) |
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217 | >>> isinstance(factory, MyObjectFactory) |
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218 | True |
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219 | |
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220 | And this factory generates `MyObject` instances: |
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221 | |
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222 | >>> obj = factory() |
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223 | >>> isinstance(obj, MyObject) |
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224 | True |
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225 | |
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226 | """ |
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227 | grok.baseclass() # Do not grok this class, do not register us. |
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228 | grok.implements(IFactory) |
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229 | # You can override any of the following attributes in derived |
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230 | # classes. The `grok.name` setting *must* even be set to some |
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231 | # unique value. |
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232 | grok.name(u'waeup.Factory') |
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233 | title = u"Create instances of ``factory``.", |
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234 | description = u"This factory instantiates new applicant instances." |
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235 | factory = None |
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236 | |
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237 | def __call__(self, *args, **kw): |
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238 | """The main factory function. |
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239 | |
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240 | Returns an instance of the requested object. |
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241 | """ |
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242 | return self.factory() |
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243 | |
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244 | def getInterfaces(self): |
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245 | # Required by IFactory |
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246 | return implementedBy(self.factory) |
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247 | |
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248 | def ReST2HTML_w_warnings(source_string): |
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249 | """Convert a reStructuredText string to HTML preserving warnings. |
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250 | |
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251 | Returns a tuple ``(<HTML_CODE>, <WARNINGS>)``, both being |
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252 | strings. Where ``<HTML_CODE>`` is the HTML code generated from the |
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253 | source string (in unicode), ``<WARNINGS>`` is a string containing |
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254 | any warning messages or ``None``. |
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255 | |
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256 | Regular multi-line ReStructuredText strings will be returned as |
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257 | HTML code: |
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258 | |
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259 | >>> from waeup.kofa.utils.helpers import ReST2HTML |
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260 | >>> source = ''' |
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261 | ... Headline |
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262 | ... ======== |
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263 | ... |
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264 | ... - A list item |
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265 | ... - Another item |
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266 | ... |
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267 | ... Thanks for watching! |
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268 | ... ''' |
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269 | >>> html, warnings = ReST2HTML_w_warnings(source) |
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270 | >>> print html |
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271 | <div class="document" id="headline"> |
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272 | <h1 class="title">Headline</h1> |
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273 | <BLANKLINE> |
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274 | <ul class="simple"> |
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275 | <li>A list item</li> |
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276 | <li>Another item</li> |
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277 | </ul> |
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278 | <p>Thanks for watching!</p> |
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279 | </div> |
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280 | |
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281 | Here no warnings happened, so the `warnings` are ``None``: |
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282 | |
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283 | >>> warnings is None |
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284 | True |
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285 | |
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286 | If warnings happen then they can be retrieved in the returned |
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287 | ``warnings``. We try to render an erraneous document: |
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288 | |
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289 | >>> source = ''' |
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290 | ... Headline |
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291 | ... ====== |
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292 | ... |
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293 | ... Thanks for watching! |
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294 | ... ''' |
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295 | >>> html, warnings = ReST2HTML_w_warnings(source) |
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296 | >>> print html |
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297 | <div class="document" id="headline"> |
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298 | <h1 class="title">Headline</h1> |
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299 | <BLANKLINE> |
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300 | <p>Thanks for watching!</p> |
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301 | </div> |
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302 | |
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303 | >>> print warnings |
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304 | <string>:3: (WARNING/2) Title underline too short. |
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305 | <BLANKLINE> |
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306 | Headline |
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307 | ====== |
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308 | <BLANKLINE> |
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309 | |
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310 | As you can see, the warnings are not displayed inline the document |
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311 | but can be retrieved from the returned warnings, which is a string |
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312 | or ``None``. |
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313 | """ |
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314 | warnings = StringIO() |
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315 | fulldoc = publish_string( |
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316 | source_string, writer_name='html4css1', |
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317 | settings_overrides={ |
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318 | 'report_level': 0, |
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319 | 'warning_stream': warnings, |
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320 | }) |
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321 | warnings.seek(0) |
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322 | warning_msgs = warnings.read() |
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323 | if warning_msgs: |
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324 | # Render again, this time with no warnings inline... |
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325 | fulldoc = publish_string( |
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326 | source_string, writer_name='html4css1', |
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327 | settings_overrides={ |
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328 | 'report_level': 10000, |
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329 | 'halt_level': 10000, |
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330 | 'warning_stream': warnings, |
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331 | }) |
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332 | if warning_msgs == '': |
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333 | warning_msgs = None |
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334 | result = get_inner_HTML_part(fulldoc).strip() |
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335 | if not isinstance(result, unicode): |
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336 | result = result.decode('utf-8') |
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337 | return result, warning_msgs |
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338 | |
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339 | def ReST2HTML(source_string): |
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340 | """Render a string containing ReStructuredText to HTML. |
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341 | |
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342 | Any warnings about too short headings, etc. are silently |
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343 | discarded. Use :func:`ReST2HTML_w_warnings` if you want to get any |
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344 | warnings. |
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345 | |
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346 | The returned string will be unicode. |
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347 | |
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348 | A regular document will be rendered like this: |
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349 | |
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350 | >>> source = ''' |
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351 | ... Headline |
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352 | ... ======== |
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353 | ... |
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354 | ... Thanks for watching! |
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355 | ... ''' |
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356 | >>> html = ReST2HTML(source) |
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357 | >>> print html |
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358 | <div class="document" id="headline"> |
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359 | <h1 class="title">Headline</h1> |
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360 | <BLANKLINE> |
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361 | <p>Thanks for watching!</p> |
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362 | </div> |
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363 | |
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364 | A document with markup problems (here: the underline is too short) |
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365 | will look similar: |
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366 | |
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367 | >>> source = ''' |
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368 | ... Headline |
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369 | ... ====== |
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370 | ... |
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371 | ... Thanks for watching! |
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372 | ... ''' |
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373 | >>> html = ReST2HTML(source) |
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374 | >>> print html |
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375 | <div class="document" id="headline"> |
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376 | <h1 class="title">Headline</h1> |
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377 | <BLANKLINE> |
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378 | <p>Thanks for watching!</p> |
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379 | </div> |
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380 | |
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381 | """ |
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382 | html, warnings = ReST2HTML_w_warnings(source_string) |
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383 | return html |
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384 | |
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385 | def attrs_to_fields(cls): |
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386 | """Turn the attributes of a class into FieldProperty instances. |
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387 | |
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388 | With Python >= 2.6 we can even use this function as a class decorator. |
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389 | """ |
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390 | iface = list(implementedBy(cls))[0] |
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391 | for field_name in getFieldNames(iface): |
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392 | setattr(cls, field_name, FieldProperty(iface[field_name])) |
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393 | return cls |
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394 | |
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395 | def get_current_principal(): |
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396 | """Get the 'current' principal. |
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397 | |
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398 | This method works without a request. Examining a request is the |
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399 | regular (and recommended) way to get a principal involved |
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400 | 'currently'. |
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401 | |
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402 | Use this method only if you really have no access to the current |
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403 | request. |
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404 | |
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405 | Returns ``None`` when no principal is involved (for instance |
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406 | during tests). |
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407 | """ |
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408 | try: |
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409 | principal = getInteraction().participations[0].principal |
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410 | except NoInteraction: |
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411 | return None |
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412 | except IndexError: # No participations present |
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413 | return None |
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414 | return principal |
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415 | |
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416 | def cmp_files(file_descr1, file_descr2): |
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417 | """Compare two files by their file descriptors. |
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418 | |
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419 | Returns ``True`` if both are equal, ``False`` otherwise. |
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420 | """ |
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421 | file_descr1.seek(0) |
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422 | file_descr2.seek(0) |
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423 | while True: |
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424 | b1 = file_descr1.read(BUFSIZE) |
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425 | b2 = file_descr2.read(BUFSIZE) |
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426 | if b1 != b2: |
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427 | return False |
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428 | if not b1: |
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429 | return True |
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430 | |
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431 | def string_from_bytes(number): |
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432 | """Turn a number into some textual representation. |
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433 | |
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434 | Examples: |
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435 | |
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436 | >>> string_from_bytes(1) |
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437 | u'1 byte(s)' |
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438 | |
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439 | >>> string_from_bytes(1025) |
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440 | u'1 KB' |
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441 | |
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442 | >>> string_from_bytes(1.5 * 1024*1024) |
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443 | u'1.50 MB' |
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444 | |
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445 | >>> string_from_bytes(673.286 * 1024**3) |
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446 | u'673.29 GB' |
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447 | |
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448 | """ |
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449 | if number < 1024: |
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450 | return u'%s byte(s)' % (str(number),) |
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451 | elif number < 1024**2: |
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452 | return u'%s KB' % (number / 1024,) |
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453 | elif number < 1024**3: |
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454 | return u'%.2f MB' % (number / 1024**2,) |
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455 | return u'%.2f GB' % (number / 1024**3,) |
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456 | |
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457 | def file_size(file_like_obj): |
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458 | """Determine file size in most effective manner. |
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459 | |
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460 | Returns the number of bytes in a file. This function works for |
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461 | both, real files as well as file-like objects like cStringIO based |
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462 | 'files'. |
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463 | |
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464 | Example: |
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465 | |
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466 | >>> from cStringIO import StringIO |
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467 | >>> file_size(StringIO('my file content')) |
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468 | 15 |
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469 | |
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470 | Please note that this function expects the file-like object passed |
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471 | in to be at first reading position (it does no seek(0)) and that |
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472 | when finished the file pointer might be at end of file. |
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473 | """ |
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474 | if hasattr(file_like_obj, 'fileno'): |
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475 | return os.fstat(file_like_obj.fileno())[6] |
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476 | file_like_obj.seek(0, 2) # seek to last position in file |
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477 | return file_like_obj.tell() |
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478 | |
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479 | def get_user_account(request): |
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480 | """Return local user account. |
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481 | """ |
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482 | principal_id = request.principal.id |
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483 | authenticator = getUtility(IAuthenticatorPlugin, name='users') |
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484 | account = authenticator.getAccount(principal_id) |
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485 | return account |
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486 | |
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487 | def iface_names(iface, omit=[], exclude_attribs=True, exclude_methods=True): |
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488 | """Get all attribute names of an interface. |
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489 | |
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490 | Searches also base interfaces. |
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491 | |
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492 | Names of fields that are pure attributes |
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493 | (i.e. zope.interface.Attribute) or methods are excluded by |
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494 | default. |
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495 | |
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496 | Names of typical fields derived from zope.schema are included. |
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497 | |
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498 | The `omit` paramter can give a list of names to exclude. |
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499 | |
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500 | Returns an unsorted list of strings. |
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501 | """ |
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502 | ifaces = set((iface,)) |
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503 | # Collect all interfaces (also bases) recursively |
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504 | while True: |
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505 | ext_ifaces = set(ifaces) |
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506 | for iface in ext_ifaces: |
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507 | ext_ifaces = set.union(ext_ifaces, set(iface.getBases())) |
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508 | if ext_ifaces == ifaces: |
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509 | # No new interfaces found, list complete |
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510 | break |
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511 | ifaces = ext_ifaces |
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512 | # Collect (filtered) names of collected interfaces |
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513 | result = [] |
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514 | for iface in ifaces: |
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515 | for name, descr in iface.namesAndDescriptions(): |
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516 | if name in omit: |
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517 | continue |
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518 | if exclude_attribs and descr.__class__ is Attribute: |
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519 | continue |
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520 | if exclude_methods and isinstance(descr, Method): |
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521 | continue |
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522 | if name in result: |
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523 | continue |
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524 | result.append(name) |
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525 | return result |
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526 | |
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527 | def get_sorted_preferred(tuples_iterable, preferred_list): |
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528 | """Get a list of tuples (<TITLE>,<TOKEN>) with values in |
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529 | `preferred_list` put in front. |
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530 | |
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531 | The rest of the tuples iterable is returned in orginal order. This |
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532 | is useful for putting default entries on top of (already sorted) |
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533 | lists of choice values, for instance when sorting countries and |
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534 | their code. |
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535 | |
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536 | Sample: |
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537 | |
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538 | We have a list of tuples with uppercase 'titles' and lowercase |
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539 | 'tokens'. This list is already sorted but we want certain values |
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540 | of this list to show up before other values. For instance we want |
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541 | to see the 'C' entry to come first. |
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542 | |
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543 | >>> get_sorted_preferred([('A','a'), ('B','b'), ('C','c')], |
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544 | ... ['c']) |
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545 | (('C', 'c'), ('A', 'a'), ('B', 'b')) |
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546 | |
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547 | i.e. the entry with 'c' as second value moved to head of result. |
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548 | |
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549 | We can also require multiple entries at head of list: |
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550 | |
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551 | >>> get_sorted_preferred([('A','a'), ('B','b'), ('C','c')], |
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552 | ... ['b', 'c']) |
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553 | (('B', 'b'), ('C', 'c'), ('A', 'a')) |
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554 | |
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555 | We required the 'b' entry to come before the 'c' entry and then |
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556 | the rest of the input list. That's what we got. |
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557 | |
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558 | The result is returned as a tuple of tuples to keep order of values. |
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559 | """ |
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560 | result = [None for x in preferred_list] |
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561 | for title, code in tuples_iterable: |
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562 | if code in preferred_list: |
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563 | index = preferred_list.index(code) |
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564 | result[index] = (title, code) |
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565 | else: |
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566 | result.append((title, code)) |
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567 | return tuple(result) |
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568 | |
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569 | def now(tz=None): |
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570 | """Get current datetime in timezone of `tz`. |
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571 | |
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572 | If `tz`, a `tzinfo` instance, is None, UTC time is returned. |
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573 | |
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574 | `tz` should be a timezone as defined in pytz. |
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575 | """ |
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576 | return to_timezone(datetime.datetime.utcnow(), tz=tz) |
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577 | |
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578 | def to_timezone(dt, tz=None): |
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579 | """Shift datetime into timezone `tz`. |
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580 | |
---|
581 | If datetime `dt` contains no `tzinfo` (i.e. it is 'naive'), it is |
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582 | assumed to be UTC. |
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583 | |
---|
584 | If no `tz` is given, shift to UTC is performed. |
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585 | |
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586 | If `dt` is not a datetime.datetime, the input value is returned |
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587 | unchanged. |
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588 | """ |
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589 | if not isinstance(dt, datetime.datetime): |
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590 | return dt |
---|
591 | if tz is None: |
---|
592 | tz = pytz.utc |
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593 | if dt.tzinfo is None: |
---|
594 | dt = pytz.utc.localize(dt) |
---|
595 | return tz.normalize(dt.tzinfo.normalize(dt).astimezone(tz)) |
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596 | |
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597 | def get_fileformat(path, bytestream=None): |
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598 | """Try to determine the file format of a given media file. |
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599 | |
---|
600 | Although checks done here are not done very thoroughly, they make |
---|
601 | no assumptions about the filetype by looking at its filename |
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602 | extension or similar. Instead they check header data to comply |
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603 | with common known rules (Magic Words). |
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604 | |
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605 | If bytestream is not `None` the `path` is ignored. |
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606 | |
---|
607 | Returns filetype as string (something like ``'jpg'``) if |
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608 | file-format can be recognized, ``None`` else. |
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609 | |
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610 | Tested recognized filetypes currently are `jpg`, `png`, and `pdf`. |
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611 | |
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612 | More filetypes (though untested in waeup.kofa) are automatically |
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613 | recognized because we deploy the stdlib `imghdr` library. See this |
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614 | module's docs for a complete list of filetypes recognized. |
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615 | """ |
---|
616 | if path is None and bytestream is None: |
---|
617 | return None |
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618 | |
---|
619 | img_type = None |
---|
620 | if bytestream is not None: |
---|
621 | img_type = imghdr.what(path, bytestream) |
---|
622 | else: |
---|
623 | img_type = imghdr.what(path) |
---|
624 | for name, replacement in (('jpeg', 'jpg'), ('tiff', 'tif')): |
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625 | if img_type == name: |
---|
626 | img_type = replacement |
---|
627 | return img_type |
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628 | |
---|
629 | def check_pdf(bytestream, file): |
---|
630 | """Tell whether a file or bytestream is a PDF file. |
---|
631 | |
---|
632 | Works as a test/plugin for the stdlib `imghdr` library. |
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633 | """ |
---|
634 | if file is not None: |
---|
635 | file.seek(0) |
---|
636 | bytestream = file.read(4) |
---|
637 | file.seek(0) |
---|
638 | |
---|
639 | if bytestream.startswith('%PDF'): |
---|
640 | return 'pdf' |
---|
641 | return None |
---|
642 | |
---|
643 | # register check_pdf as header check function with `imghdr` |
---|
644 | if check_pdf not in imghdr.tests: |
---|
645 | imghdr.tests.append(check_pdf) |
---|
646 | |
---|
647 | def merge_csv_files(path1, path2): |
---|
648 | """Merge two CSV files into one (appending). |
---|
649 | |
---|
650 | CSV data from `path2` will be merged into `path1` csv file. This |
---|
651 | is a bit like 'appending' data from path2 to data from path1. |
---|
652 | |
---|
653 | The path of the resulting temporary file will be returned. |
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654 | |
---|
655 | In the result file data from `path2` will always come _after_ data |
---|
656 | from `path1`. |
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657 | |
---|
658 | **Caution**: It is the _callers_ responsibility to remove the |
---|
659 | result file (which is created by tempfile.mkstemp) after usage. |
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660 | |
---|
661 | This CSV file merging copes with different column orders in both |
---|
662 | CSV files and even with different column sets in both files. |
---|
663 | |
---|
664 | Also broken/empty CSV files can be handled. |
---|
665 | """ |
---|
666 | # sniff the col names |
---|
667 | try: |
---|
668 | row10 = csv.DictReader(open(path1, 'rb')).next() |
---|
669 | except StopIteration: |
---|
670 | row10 = dict() |
---|
671 | try: |
---|
672 | row20 = csv.DictReader(open(path2, 'rb')).next() |
---|
673 | except StopIteration: |
---|
674 | row20 = dict() |
---|
675 | fieldnames = sorted(list(set(row10.keys() + row20.keys()))) |
---|
676 | # now read/write the real data |
---|
677 | reader1 = csv.DictReader(open(path1, 'rb')) |
---|
678 | reader2 = csv.DictReader(open(path2, 'rb')) |
---|
679 | wp, tmp_path = tempfile.mkstemp() |
---|
680 | writer = csv.DictWriter(os.fdopen(wp, 'wb'), fieldnames) |
---|
681 | writer.writerow(dict((x,x) for x in fieldnames)) # header |
---|
682 | for row in reader1: |
---|
683 | writer.writerow(row) |
---|
684 | for row in reader2: |
---|
685 | writer.writerow(row) |
---|
686 | return tmp_path |
---|
687 | |
---|
688 | def product(sequence, start=1): |
---|
689 | """Returns the product of a sequence of numbers (_not_ strings) |
---|
690 | multiplied by the parameter `start` (defaults to 1). If the |
---|
691 | sequence is empty, returns 0. |
---|
692 | """ |
---|
693 | if not len(sequence): |
---|
694 | return 0 |
---|
695 | result = start |
---|
696 | for item in sequence: |
---|
697 | result *= item |
---|
698 | return result |
---|