Mercurial > hg
annotate contrib/synthrepo.py @ 45350:1c8e3c17c702
makefile: stop setting unused HGEXTDIR variable during osx build
The variable was added in a38ed42cd23c (osx: include chg by default,
2017-03-20), but I can't find any others references to the variable in
that commit or in any other commits.
Differential Revision: https://phab.mercurial-scm.org/D8915
author | Martin von Zweigbergk <martinvonz@google.com> |
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date | Fri, 07 Aug 2020 21:59:43 -0700 |
parents | 74802979dd9d |
children | 89a2afe31e82 |
rev | line source |
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1 # synthrepo.py - repo synthesis |
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2 # |
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3 # Copyright 2012 Facebook |
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4 # |
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5 # This software may be used and distributed according to the terms of the |
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6 # GNU General Public License version 2 or any later version. |
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7 |
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8 '''synthesize structurally interesting change history |
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9 |
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10 This extension is useful for creating a repository with properties |
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11 that are statistically similar to an existing repository. During |
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12 analysis, a simple probability table is constructed from the history |
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13 of an existing repository. During synthesis, these properties are |
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14 reconstructed. |
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15 |
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16 Properties that are analyzed and synthesized include the following: |
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17 |
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18 - Lines added or removed when an existing file is modified |
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19 - Number and sizes of files added |
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20 - Number of files removed |
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21 - Line lengths |
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22 - Topological distance to parent changeset(s) |
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23 - Probability of a commit being a merge |
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24 - Probability of a newly added file being added to a new directory |
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25 - Interarrival time, and time zone, of commits |
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26 - Number of files in each directory |
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27 |
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28 A few obvious properties that are not currently handled realistically: |
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29 |
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30 - Merges are treated as regular commits with two parents, which is not |
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31 realistic |
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32 - Modifications are not treated as operations on hunks of lines, but |
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33 as insertions and deletions of randomly chosen single lines |
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34 - Committer ID (always random) |
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35 - Executability of files |
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36 - Symlinks and binary files are ignored |
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37 ''' |
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38 |
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39 from __future__ import absolute_import |
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40 import bisect |
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41 import collections |
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42 import itertools |
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43 import json |
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44 import os |
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45 import random |
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46 import sys |
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47 import time |
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48 |
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49 from mercurial.i18n import _ |
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50 from mercurial.node import ( |
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51 nullid, |
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52 nullrev, |
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53 short, |
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54 ) |
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55 from mercurial import ( |
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56 context, |
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57 diffutil, |
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58 error, |
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59 hg, |
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60 patch, |
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61 pycompat, |
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62 registrar, |
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63 scmutil, |
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64 ) |
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65 from mercurial.utils import dateutil |
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66 |
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67 # Note for extension authors: ONLY specify testedwith = 'ships-with-hg-core' for |
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68 # extensions which SHIP WITH MERCURIAL. Non-mainline extensions should |
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69 # be specifying the version(s) of Mercurial they are tested with, or |
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70 # leave the attribute unspecified. |
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71 testedwith = 'ships-with-hg-core' |
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72 |
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73 cmdtable = {} |
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74 command = registrar.command(cmdtable) |
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75 |
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76 newfile = {'new fi', 'rename', 'copy f', 'copy t'} |
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77 |
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78 |
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79 def zerodict(): |
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80 return collections.defaultdict(lambda: 0) |
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81 |
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82 |
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83 def roundto(x, k): |
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84 if x > k * 2: |
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85 return int(round(x / float(k)) * k) |
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86 return int(round(x)) |
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87 |
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88 |
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89 def parsegitdiff(lines): |
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90 filename, mar, lineadd, lineremove = None, None, zerodict(), 0 |
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91 binary = False |
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92 for line in lines: |
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93 start = line[:6] |
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94 if start == 'diff -': |
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95 if filename: |
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96 yield filename, mar, lineadd, lineremove, binary |
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97 mar, lineadd, lineremove, binary = 'm', zerodict(), 0, False |
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98 filename = patch.gitre.match(line).group(1) |
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99 elif start in newfile: |
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100 mar = 'a' |
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101 elif start == 'GIT bi': |
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102 binary = True |
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103 elif start == 'delete': |
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104 mar = 'r' |
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105 elif start: |
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106 s = start[0] |
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107 if s == '-' and not line.startswith('--- '): |
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108 lineremove += 1 |
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109 elif s == '+' and not line.startswith('+++ '): |
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110 lineadd[roundto(len(line) - 1, 5)] += 1 |
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111 if filename: |
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112 yield filename, mar, lineadd, lineremove, binary |
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113 |
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114 |
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115 @command( |
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116 'analyze', |
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117 [ |
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118 ('o', 'output', '', _('write output to given file'), _('FILE')), |
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119 ('r', 'rev', [], _('analyze specified revisions'), _('REV')), |
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120 ], |
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121 _('hg analyze'), |
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122 optionalrepo=True, |
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123 ) |
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124 def analyze(ui, repo, *revs, **opts): |
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125 '''create a simple model of a repository to use for later synthesis |
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126 |
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127 This command examines every changeset in the given range (or all |
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128 of history if none are specified) and creates a simple statistical |
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129 model of the history of the repository. It also measures the directory |
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130 structure of the repository as checked out. |
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131 |
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132 The model is written out to a JSON file, and can be used by |
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133 :hg:`synthesize` to create or augment a repository with synthetic |
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134 commits that have a structure that is statistically similar to the |
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135 analyzed repository. |
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136 ''' |
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137 root = repo.root |
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138 if not root.endswith(os.path.sep): |
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139 root += os.path.sep |
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140 |
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141 revs = list(revs) |
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142 revs.extend(opts['rev']) |
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143 if not revs: |
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144 revs = [':'] |
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145 |
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146 output = opts['output'] |
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147 if not output: |
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148 output = os.path.basename(root) + '.json' |
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149 |
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150 if output == '-': |
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151 fp = sys.stdout |
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152 else: |
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153 fp = open(output, 'w') |
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154 |
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155 # Always obtain file counts of each directory in the given root directory. |
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156 def onerror(e): |
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157 ui.warn(_('error walking directory structure: %s\n') % e) |
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158 |
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159 dirs = {} |
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160 rootprefixlen = len(root) |
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161 for dirpath, dirnames, filenames in os.walk(root, onerror=onerror): |
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162 dirpathfromroot = dirpath[rootprefixlen:] |
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163 dirs[dirpathfromroot] = len(filenames) |
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164 if '.hg' in dirnames: |
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165 dirnames.remove('.hg') |
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166 |
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167 lineschanged = zerodict() |
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168 children = zerodict() |
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169 p1distance = zerodict() |
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170 p2distance = zerodict() |
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171 linesinfilesadded = zerodict() |
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172 fileschanged = zerodict() |
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173 filesadded = zerodict() |
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174 filesremoved = zerodict() |
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175 linelengths = zerodict() |
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176 interarrival = zerodict() |
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177 parents = zerodict() |
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178 dirsadded = zerodict() |
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179 tzoffset = zerodict() |
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180 |
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181 # If a mercurial repo is available, also model the commit history. |
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182 if repo: |
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183 revs = scmutil.revrange(repo, revs) |
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184 revs.sort() |
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185 |
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186 progress = ui.makeprogress( |
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187 _('analyzing'), unit=_('changesets'), total=len(revs) |
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188 ) |
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189 for i, rev in enumerate(revs): |
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190 progress.update(i) |
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191 ctx = repo[rev] |
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192 pl = ctx.parents() |
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193 pctx = pl[0] |
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194 prev = pctx.rev() |
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195 children[prev] += 1 |
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196 p1distance[rev - prev] += 1 |
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197 parents[len(pl)] += 1 |
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198 tzoffset[ctx.date()[1]] += 1 |
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199 if len(pl) > 1: |
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200 p2distance[rev - pl[1].rev()] += 1 |
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201 if prev == rev - 1: |
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202 lastctx = pctx |
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203 else: |
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204 lastctx = repo[rev - 1] |
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205 if lastctx.rev() != nullrev: |
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206 timedelta = ctx.date()[0] - lastctx.date()[0] |
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207 interarrival[roundto(timedelta, 300)] += 1 |
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208 diffopts = diffutil.diffallopts(ui, {'git': True}) |
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209 diff = sum( |
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210 (d.splitlines() for d in ctx.diff(pctx, opts=diffopts)), [] |
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211 ) |
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212 fileadds, diradds, fileremoves, filechanges = 0, 0, 0, 0 |
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213 for filename, mar, lineadd, lineremove, isbin in parsegitdiff(diff): |
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214 if isbin: |
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215 continue |
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216 added = sum(pycompat.itervalues(lineadd), 0) |
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217 if mar == 'm': |
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218 if added and lineremove: |
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219 lineschanged[ |
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220 roundto(added, 5), roundto(lineremove, 5) |
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221 ] += 1 |
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222 filechanges += 1 |
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223 elif mar == 'a': |
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224 fileadds += 1 |
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225 if '/' in filename: |
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226 filedir = filename.rsplit('/', 1)[0] |
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227 if filedir not in pctx.dirs(): |
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228 diradds += 1 |
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229 linesinfilesadded[roundto(added, 5)] += 1 |
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230 elif mar == 'r': |
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231 fileremoves += 1 |
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232 for length, count in lineadd.iteritems(): |
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233 linelengths[length] += count |
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234 fileschanged[filechanges] += 1 |
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235 filesadded[fileadds] += 1 |
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236 dirsadded[diradds] += 1 |
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237 filesremoved[fileremoves] += 1 |
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238 progress.complete() |
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239 |
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240 invchildren = zerodict() |
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241 |
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242 for rev, count in children.iteritems(): |
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243 invchildren[count] += 1 |
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244 |
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245 if output != '-': |
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246 ui.status(_('writing output to %s\n') % output) |
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247 |
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248 def pronk(d): |
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249 return sorted(d.iteritems(), key=lambda x: x[1], reverse=True) |
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250 |
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251 json.dump( |
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252 { |
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253 'revs': len(revs), |
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254 'initdirs': pronk(dirs), |
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255 'lineschanged': pronk(lineschanged), |
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256 'children': pronk(invchildren), |
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257 'fileschanged': pronk(fileschanged), |
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258 'filesadded': pronk(filesadded), |
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259 'linesinfilesadded': pronk(linesinfilesadded), |
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260 'dirsadded': pronk(dirsadded), |
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261 'filesremoved': pronk(filesremoved), |
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262 'linelengths': pronk(linelengths), |
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263 'parents': pronk(parents), |
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264 'p1distance': pronk(p1distance), |
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265 'p2distance': pronk(p2distance), |
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266 'interarrival': pronk(interarrival), |
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267 'tzoffset': pronk(tzoffset), |
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268 }, |
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269 fp, |
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270 ) |
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271 fp.close() |
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272 |
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273 |
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274 @command( |
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275 'synthesize', |
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276 [ |
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277 ('c', 'count', 0, _('create given number of commits'), _('COUNT')), |
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278 ('', 'dict', '', _('path to a dictionary of words'), _('FILE')), |
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279 ('', 'initfiles', 0, _('initial file count to create'), _('COUNT')), |
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280 ], |
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281 _('hg synthesize [OPTION].. DESCFILE'), |
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282 ) |
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283 def synthesize(ui, repo, descpath, **opts): |
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284 '''synthesize commits based on a model of an existing repository |
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285 |
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286 The model must have been generated by :hg:`analyze`. Commits will |
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287 be generated randomly according to the probabilities described in |
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288 the model. If --initfiles is set, the repository will be seeded with |
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289 the given number files following the modeled repository's directory |
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290 structure. |
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291 |
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292 When synthesizing new content, commit descriptions, and user |
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293 names, words will be chosen randomly from a dictionary that is |
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294 presumed to contain one word per line. Use --dict to specify the |
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295 path to an alternate dictionary to use. |
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296 ''' |
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297 try: |
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298 fp = hg.openpath(ui, descpath) |
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299 except Exception as err: |
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300 raise error.Abort('%s: %s' % (descpath, err[0].strerror)) |
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301 desc = json.load(fp) |
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302 fp.close() |
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303 |
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304 def cdf(l): |
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305 if not l: |
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306 return [], [] |
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307 vals, probs = zip(*sorted(l, key=lambda x: x[1], reverse=True)) |
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308 t = float(sum(probs, 0)) |
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309 s, cdfs = 0, [] |
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310 for v in probs: |
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311 s += v |
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312 cdfs.append(s / t) |
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313 return vals, cdfs |
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314 |
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315 lineschanged = cdf(desc['lineschanged']) |
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316 fileschanged = cdf(desc['fileschanged']) |
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317 filesadded = cdf(desc['filesadded']) |
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318 dirsadded = cdf(desc['dirsadded']) |
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319 filesremoved = cdf(desc['filesremoved']) |
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320 linelengths = cdf(desc['linelengths']) |
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321 parents = cdf(desc['parents']) |
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322 p1distance = cdf(desc['p1distance']) |
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323 p2distance = cdf(desc['p2distance']) |
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324 interarrival = cdf(desc['interarrival']) |
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325 linesinfilesadded = cdf(desc['linesinfilesadded']) |
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326 tzoffset = cdf(desc['tzoffset']) |
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327 |
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328 dictfile = opts.get('dict') or '/usr/share/dict/words' |
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329 try: |
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330 fp = open(dictfile, 'rU') |
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331 except IOError as err: |
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332 raise error.Abort('%s: %s' % (dictfile, err.strerror)) |
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333 words = fp.read().splitlines() |
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334 fp.close() |
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335 |
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336 initdirs = {} |
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337 if desc['initdirs']: |
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338 for k, v in desc['initdirs']: |
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339 initdirs[k.encode('utf-8').replace('.hg', '_hg')] = v |
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340 initdirs = renamedirs(initdirs, words) |
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341 initdirscdf = cdf(initdirs) |
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342 |
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343 def pick(cdf): |
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344 return cdf[0][bisect.bisect_left(cdf[1], random.random())] |
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345 |
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346 def pickpath(): |
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347 return os.path.join(pick(initdirscdf), random.choice(words)) |
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348 |
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349 def makeline(minimum=0): |
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350 total = max(minimum, pick(linelengths)) |
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351 c, l = 0, [] |
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352 while c < total: |
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353 w = random.choice(words) |
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354 c += len(w) + 1 |
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355 l.append(w) |
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356 return ' '.join(l) |
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357 |
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358 wlock = repo.wlock() |
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359 lock = repo.lock() |
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360 |
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361 nevertouch = {'.hgsub', '.hgignore', '.hgtags'} |
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362 |
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363 _synthesizing = _('synthesizing') |
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364 _files = _('initial files') |
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365 _changesets = _('changesets') |
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366 |
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367 # Synthesize a single initial revision adding files to the repo according |
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368 # to the modeled directory structure. |
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369 initcount = int(opts['initfiles']) |
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370 if initcount and initdirs: |
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371 pctx = repo['.'] |
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372 dirs = set(pctx.dirs()) |
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373 files = {} |
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374 |
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375 def validpath(path): |
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376 # Don't pick filenames which are already directory names. |
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377 if path in dirs: |
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378 return False |
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379 # Don't pick directories which were used as file names. |
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380 while path: |
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381 if path in files: |
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382 return False |
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383 path = os.path.dirname(path) |
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384 return True |
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385 |
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386 progress = ui.makeprogress(_synthesizing, unit=_files, total=initcount) |
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387 for i in pycompat.xrange(0, initcount): |
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388 progress.update(i) |
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389 |
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390 path = pickpath() |
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391 while not validpath(path): |
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392 path = pickpath() |
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393 data = '%s contents\n' % path |
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394 files[path] = data |
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395 dir = os.path.dirname(path) |
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396 while dir and dir not in dirs: |
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397 dirs.add(dir) |
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398 dir = os.path.dirname(dir) |
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399 |
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400 def filectxfn(repo, memctx, path): |
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401 return context.memfilectx(repo, memctx, path, files[path]) |
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402 |
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403 progress.complete() |
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404 message = 'synthesized wide repo with %d files' % (len(files),) |
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405 mc = context.memctx( |
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406 repo, |
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407 [pctx.node(), nullid], |
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408 message, |
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409 files, |
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410 filectxfn, |
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411 ui.username(), |
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412 '%d %d' % dateutil.makedate(), |
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413 ) |
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414 initnode = mc.commit() |
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415 if ui.debugflag: |
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416 hexfn = hex |
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417 else: |
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418 hexfn = short |
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419 ui.status( |
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420 _('added commit %s with %d files\n') % (hexfn(initnode), len(files)) |
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421 ) |
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422 |
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423 # Synthesize incremental revisions to the repository, adding repo depth. |
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424 count = int(opts['count']) |
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425 heads = set(map(repo.changelog.rev, repo.heads())) |
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426 progress = ui.makeprogress(_synthesizing, unit=_changesets, total=count) |
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427 for i in pycompat.xrange(count): |
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428 progress.update(i) |
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429 |
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430 node = repo.changelog.node |
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431 revs = len(repo) |
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432 |
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433 def pickhead(heads, distance): |
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434 if heads: |
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435 lheads = sorted(heads) |
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436 rev = revs - min(pick(distance), revs) |
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437 if rev < lheads[-1]: |
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438 rev = lheads[bisect.bisect_left(lheads, rev)] |
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439 else: |
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440 rev = lheads[-1] |
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441 return rev, node(rev) |
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442 return nullrev, nullid |
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443 |
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444 r1 = revs - min(pick(p1distance), revs) |
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445 p1 = node(r1) |
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446 |
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447 # the number of heads will grow without bound if we use a pure |
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448 # model, so artificially constrain their proliferation |
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449 toomanyheads = len(heads) > random.randint(1, 20) |
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450 if p2distance[0] and (pick(parents) == 2 or toomanyheads): |
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451 r2, p2 = pickhead(heads.difference([r1]), p2distance) |
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452 else: |
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453 r2, p2 = nullrev, nullid |
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454 |
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455 pl = [p1, p2] |
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456 pctx = repo[r1] |
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457 mf = pctx.manifest() |
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458 mfk = mf.keys() |
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459 changes = {} |
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460 if mfk: |
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461 for __ in pycompat.xrange(pick(fileschanged)): |
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462 for __ in pycompat.xrange(10): |
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463 fctx = pctx.filectx(random.choice(mfk)) |
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464 path = fctx.path() |
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465 if not ( |
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466 path in nevertouch |
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467 or fctx.isbinary() |
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468 or 'l' in fctx.flags() |
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469 ): |
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470 break |
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471 lines = fctx.data().splitlines() |
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472 add, remove = pick(lineschanged) |
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473 for __ in pycompat.xrange(remove): |
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474 if not lines: |
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475 break |
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476 del lines[random.randrange(0, len(lines))] |
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477 for __ in pycompat.xrange(add): |
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478 lines.insert(random.randint(0, len(lines)), makeline()) |
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479 path = fctx.path() |
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480 changes[path] = '\n'.join(lines) + '\n' |
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481 for __ in pycompat.xrange(pick(filesremoved)): |
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482 for __ in pycompat.xrange(10): |
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483 path = random.choice(mfk) |
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484 if path not in changes: |
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485 break |
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486 if filesadded: |
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487 dirs = list(pctx.dirs()) |
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488 dirs.insert(0, '') |
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489 for __ in pycompat.xrange(pick(filesadded)): |
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490 pathstr = '' |
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491 while pathstr in dirs: |
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492 path = [random.choice(dirs)] |
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493 if pick(dirsadded): |
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494 path.append(random.choice(words)) |
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495 path.append(random.choice(words)) |
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496 pathstr = '/'.join(filter(None, path)) |
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497 data = ( |
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498 '\n'.join( |
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499 makeline() |
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500 for __ in pycompat.xrange(pick(linesinfilesadded)) |
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501 ) |
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502 + '\n' |
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503 ) |
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504 changes[pathstr] = data |
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505 |
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506 def filectxfn(repo, memctx, path): |
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507 if path not in changes: |
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508 return None |
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509 return context.memfilectx(repo, memctx, path, changes[path]) |
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510 |
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511 if not changes: |
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512 continue |
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513 if revs: |
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514 date = repo['tip'].date()[0] + pick(interarrival) |
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515 else: |
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516 date = time.time() - (86400 * count) |
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517 # dates in mercurial must be positive, fit in 32-bit signed integers. |
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518 date = min(0x7FFFFFFF, max(0, date)) |
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519 user = random.choice(words) + '@' + random.choice(words) |
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520 mc = context.memctx( |
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521 repo, |
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522 pl, |
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523 makeline(minimum=2), |
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524 sorted(changes), |
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525 filectxfn, |
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526 user, |
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527 '%d %d' % (date, pick(tzoffset)), |
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528 ) |
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529 newnode = mc.commit() |
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530 heads.add(repo.changelog.rev(newnode)) |
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531 heads.discard(r1) |
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532 heads.discard(r2) |
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533 progress.complete() |
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534 |
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535 lock.release() |
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536 wlock.release() |
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537 |
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538 |
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539 def renamedirs(dirs, words): |
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540 '''Randomly rename the directory names in the per-dir file count dict.''' |
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541 wordgen = itertools.cycle(words) |
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542 replacements = {'': ''} |
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543 |
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544 def rename(dirpath): |
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545 '''Recursively rename the directory and all path prefixes. |
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546 |
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547 The mapping from path to renamed path is stored for all path prefixes |
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548 as in dynamic programming, ensuring linear runtime and consistent |
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549 renaming regardless of iteration order through the model. |
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550 ''' |
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551 if dirpath in replacements: |
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552 return replacements[dirpath] |
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553 head, _ = os.path.split(dirpath) |
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554 if head: |
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555 head = rename(head) |
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556 else: |
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557 head = '' |
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558 renamed = os.path.join(head, next(wordgen)) |
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559 replacements[dirpath] = renamed |
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560 return renamed |
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561 |
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562 result = [] |
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563 for dirpath, count in dirs.iteritems(): |
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564 result.append([rename(dirpath.lstrip(os.sep)), count]) |
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565 return result |