Mercurial > public > mercurial-scm > hg
annotate contrib/synthrepo.py @ 24501:8b51ec98a326
test-git-export: add globs the test runner wants on Windows
The only difference for the first two was to add the globs, but the third line
of output on Windows was '..\dir2\copy'. I'm not sure why 'copy' is output on
Windows instead of '*'.
author | Matt Harbison <matt_harbison@yahoo.com> |
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date | Sun, 29 Mar 2015 00:00:14 -0400 |
parents | 6ddc86eedc3b |
children | 80c5b2666a96 |
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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 import bisect, collections, itertools, json, os, random, time, sys |
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40 from mercurial import cmdutil, context, patch, scmutil, util, hg |
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41 from mercurial.i18n import _ |
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42 from mercurial.node import nullrev, nullid, short |
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43 |
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44 testedwith = 'internal' |
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45 |
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46 cmdtable = {} |
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47 command = cmdutil.command(cmdtable) |
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48 |
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49 newfile = set(('new fi', 'rename', 'copy f', 'copy t')) |
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50 |
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51 def zerodict(): |
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52 return collections.defaultdict(lambda: 0) |
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53 |
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54 def roundto(x, k): |
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55 if x > k * 2: |
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56 return int(round(x / float(k)) * k) |
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57 return int(round(x)) |
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58 |
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59 def parsegitdiff(lines): |
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60 filename, mar, lineadd, lineremove = None, None, zerodict(), 0 |
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61 binary = False |
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62 for line in lines: |
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63 start = line[:6] |
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64 if start == 'diff -': |
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65 if filename: |
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66 yield filename, mar, lineadd, lineremove, binary |
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67 mar, lineadd, lineremove, binary = 'm', zerodict(), 0, False |
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68 filename = patch.gitre.match(line).group(1) |
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69 elif start in newfile: |
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70 mar = 'a' |
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71 elif start == 'GIT bi': |
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72 binary = True |
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73 elif start == 'delete': |
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74 mar = 'r' |
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75 elif start: |
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76 s = start[0] |
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77 if s == '-' and not line.startswith('--- '): |
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78 lineremove += 1 |
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79 elif s == '+' and not line.startswith('+++ '): |
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80 lineadd[roundto(len(line) - 1, 5)] += 1 |
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81 if filename: |
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82 yield filename, mar, lineadd, lineremove, binary |
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83 |
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84 @command('analyze', |
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85 [('o', 'output', '', _('write output to given file'), _('FILE')), |
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86 ('r', 'rev', [], _('analyze specified revisions'), _('REV'))], |
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87 _('hg analyze'), optionalrepo=True) |
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88 def analyze(ui, repo, *revs, **opts): |
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89 '''create a simple model of a repository to use for later synthesis |
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90 |
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91 This command examines every changeset in the given range (or all |
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92 of history if none are specified) and creates a simple statistical |
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93 model of the history of the repository. It also measures the directory |
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94 structure of the repository as checked out. |
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95 |
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96 The model is written out to a JSON file, and can be used by |
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97 :hg:`synthesize` to create or augment a repository with synthetic |
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98 commits that have a structure that is statistically similar to the |
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99 analyzed repository. |
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100 ''' |
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101 root = repo.root |
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102 if not root.endswith(os.path.sep): |
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103 root += os.path.sep |
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104 |
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105 revs = list(revs) |
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106 revs.extend(opts['rev']) |
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107 if not revs: |
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108 revs = [':'] |
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109 |
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110 output = opts['output'] |
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111 if not output: |
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112 output = os.path.basename(root) + '.json' |
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113 |
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114 if output == '-': |
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115 fp = sys.stdout |
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116 else: |
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117 fp = open(output, 'w') |
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118 |
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119 # Always obtain file counts of each directory in the given root directory. |
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120 def onerror(e): |
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121 ui.warn(_('error walking directory structure: %s\n') % e) |
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122 |
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123 dirs = {} |
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124 rootprefixlen = len(root) |
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125 for dirpath, dirnames, filenames in os.walk(root, onerror=onerror): |
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126 dirpathfromroot = dirpath[rootprefixlen:] |
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127 dirs[dirpathfromroot] = len(filenames) |
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128 if '.hg' in dirnames: |
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129 dirnames.remove('.hg') |
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130 |
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131 lineschanged = zerodict() |
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132 children = zerodict() |
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133 p1distance = zerodict() |
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134 p2distance = zerodict() |
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135 linesinfilesadded = zerodict() |
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136 fileschanged = zerodict() |
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137 filesadded = zerodict() |
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138 filesremoved = zerodict() |
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139 linelengths = zerodict() |
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140 interarrival = zerodict() |
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141 parents = zerodict() |
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142 dirsadded = zerodict() |
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143 tzoffset = zerodict() |
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144 |
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145 # If a mercurial repo is available, also model the commit history. |
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146 if repo: |
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147 revs = scmutil.revrange(repo, revs) |
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148 revs.sort() |
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149 |
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150 progress = ui.progress |
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151 _analyzing = _('analyzing') |
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152 _changesets = _('changesets') |
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153 _total = len(revs) |
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154 |
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155 for i, rev in enumerate(revs): |
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156 progress(_analyzing, i, unit=_changesets, total=_total) |
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157 ctx = repo[rev] |
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158 pl = ctx.parents() |
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159 pctx = pl[0] |
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160 prev = pctx.rev() |
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161 children[prev] += 1 |
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162 p1distance[rev - prev] += 1 |
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163 parents[len(pl)] += 1 |
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164 tzoffset[ctx.date()[1]] += 1 |
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165 if len(pl) > 1: |
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166 p2distance[rev - pl[1].rev()] += 1 |
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167 if prev == rev - 1: |
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168 lastctx = pctx |
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169 else: |
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170 lastctx = repo[rev - 1] |
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171 if lastctx.rev() != nullrev: |
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172 timedelta = ctx.date()[0] - lastctx.date()[0] |
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173 interarrival[roundto(timedelta, 300)] += 1 |
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174 diff = sum((d.splitlines() for d in ctx.diff(pctx, git=True)), []) |
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175 fileadds, diradds, fileremoves, filechanges = 0, 0, 0, 0 |
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176 for filename, mar, lineadd, lineremove, isbin in parsegitdiff(diff): |
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177 if isbin: |
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178 continue |
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179 added = sum(lineadd.itervalues(), 0) |
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180 if mar == 'm': |
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181 if added and lineremove: |
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182 lineschanged[roundto(added, 5), |
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183 roundto(lineremove, 5)] += 1 |
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184 filechanges += 1 |
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185 elif mar == 'a': |
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186 fileadds += 1 |
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187 if '/' in filename: |
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188 filedir = filename.rsplit('/', 1)[0] |
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189 if filedir not in pctx.dirs(): |
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190 diradds += 1 |
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191 linesinfilesadded[roundto(added, 5)] += 1 |
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192 elif mar == 'r': |
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193 fileremoves += 1 |
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194 for length, count in lineadd.iteritems(): |
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195 linelengths[length] += count |
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196 fileschanged[filechanges] += 1 |
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197 filesadded[fileadds] += 1 |
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198 dirsadded[diradds] += 1 |
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199 filesremoved[fileremoves] += 1 |
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200 |
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201 invchildren = zerodict() |
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202 |
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203 for rev, count in children.iteritems(): |
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204 invchildren[count] += 1 |
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205 |
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206 if output != '-': |
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207 ui.status(_('writing output to %s\n') % output) |
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208 |
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209 def pronk(d): |
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210 return sorted(d.iteritems(), key=lambda x: x[1], reverse=True) |
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211 |
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212 json.dump({'revs': len(revs), |
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213 'initdirs': pronk(dirs), |
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214 'lineschanged': pronk(lineschanged), |
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215 'children': pronk(invchildren), |
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216 'fileschanged': pronk(fileschanged), |
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217 'filesadded': pronk(filesadded), |
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218 'linesinfilesadded': pronk(linesinfilesadded), |
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219 'dirsadded': pronk(dirsadded), |
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220 'filesremoved': pronk(filesremoved), |
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221 'linelengths': pronk(linelengths), |
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222 'parents': pronk(parents), |
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223 'p1distance': pronk(p1distance), |
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224 'p2distance': pronk(p2distance), |
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225 'interarrival': pronk(interarrival), |
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226 'tzoffset': pronk(tzoffset), |
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227 }, |
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228 fp) |
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229 fp.close() |
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230 |
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231 @command('synthesize', |
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232 [('c', 'count', 0, _('create given number of commits'), _('COUNT')), |
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233 ('', 'dict', '', _('path to a dictionary of words'), _('FILE')), |
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234 ('', 'initfiles', 0, _('initial file count to create'), _('COUNT'))], |
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235 _('hg synthesize [OPTION].. DESCFILE')) |
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236 def synthesize(ui, repo, descpath, **opts): |
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237 '''synthesize commits based on a model of an existing repository |
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238 |
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239 The model must have been generated by :hg:`analyze`. Commits will |
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240 be generated randomly according to the probabilities described in |
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241 the model. If --initfiles is set, the repository will be seeded with |
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242 the given number files following the modeled repository's directory |
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243 structure. |
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244 |
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245 When synthesizing new content, commit descriptions, and user |
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246 names, words will be chosen randomly from a dictionary that is |
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247 presumed to contain one word per line. Use --dict to specify the |
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248 path to an alternate dictionary to use. |
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249 ''' |
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250 try: |
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251 fp = hg.openpath(ui, descpath) |
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252 except Exception, err: |
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253 raise util.Abort('%s: %s' % (descpath, err[0].strerror)) |
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254 desc = json.load(fp) |
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255 fp.close() |
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256 |
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257 def cdf(l): |
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258 if not l: |
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259 return [], [] |
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260 vals, probs = zip(*sorted(l, key=lambda x: x[1], reverse=True)) |
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261 t = float(sum(probs, 0)) |
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262 s, cdfs = 0, [] |
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263 for v in probs: |
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264 s += v |
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265 cdfs.append(s / t) |
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266 return vals, cdfs |
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267 |
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268 lineschanged = cdf(desc['lineschanged']) |
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269 fileschanged = cdf(desc['fileschanged']) |
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270 filesadded = cdf(desc['filesadded']) |
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271 dirsadded = cdf(desc['dirsadded']) |
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272 filesremoved = cdf(desc['filesremoved']) |
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273 linelengths = cdf(desc['linelengths']) |
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274 parents = cdf(desc['parents']) |
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275 p1distance = cdf(desc['p1distance']) |
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276 p2distance = cdf(desc['p2distance']) |
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277 interarrival = cdf(desc['interarrival']) |
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278 linesinfilesadded = cdf(desc['linesinfilesadded']) |
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279 tzoffset = cdf(desc['tzoffset']) |
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280 |
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281 dictfile = opts.get('dict') or '/usr/share/dict/words' |
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282 try: |
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283 fp = open(dictfile, 'rU') |
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284 except IOError, err: |
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285 raise util.Abort('%s: %s' % (dictfile, err.strerror)) |
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286 words = fp.read().splitlines() |
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287 fp.close() |
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288 |
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289 initdirs = {} |
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290 if desc['initdirs']: |
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291 for k, v in desc['initdirs']: |
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292 initdirs[k.encode('utf-8').replace('.hg', '_hg')] = v |
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293 initdirs = renamedirs(initdirs, words) |
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294 initdirscdf = cdf(initdirs) |
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295 |
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296 def pick(cdf): |
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297 return cdf[0][bisect.bisect_left(cdf[1], random.random())] |
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298 |
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299 def pickpath(): |
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300 return os.path.join(pick(initdirscdf), random.choice(words)) |
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301 |
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302 def makeline(minimum=0): |
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303 total = max(minimum, pick(linelengths)) |
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304 c, l = 0, [] |
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305 while c < total: |
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306 w = random.choice(words) |
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307 c += len(w) + 1 |
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308 l.append(w) |
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309 return ' '.join(l) |
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310 |
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311 wlock = repo.wlock() |
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312 lock = repo.lock() |
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313 |
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314 nevertouch = set(('.hgsub', '.hgignore', '.hgtags')) |
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315 |
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316 progress = ui.progress |
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317 _synthesizing = _('synthesizing') |
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318 _files = _('initial files') |
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319 _changesets = _('changesets') |
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320 |
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321 # Synthesize a single initial revision adding files to the repo according |
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322 # to the modeled directory structure. |
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323 initcount = int(opts['initfiles']) |
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324 if initcount and initdirs: |
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325 pctx = repo[None].parents()[0] |
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326 dirs = set(pctx.dirs()) |
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327 files = {} |
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328 |
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329 def validpath(path): |
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330 # Don't pick filenames which are already directory names. |
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331 if path in dirs: |
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332 return False |
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333 # Don't pick directories which were used as file names. |
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334 while path: |
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335 if path in files: |
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336 return False |
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337 path = os.path.dirname(path) |
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338 return True |
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339 |
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340 for i in xrange(0, initcount): |
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341 ui.progress(_synthesizing, i, unit=_files, total=initcount) |
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342 |
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343 path = pickpath() |
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344 while not validpath(path): |
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345 path = pickpath() |
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346 data = '%s contents\n' % path |
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347 files[path] = context.memfilectx(repo, path, data) |
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348 dir = os.path.dirname(path) |
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349 while dir and dir not in dirs: |
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350 dirs.add(dir) |
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351 dir = os.path.dirname(dir) |
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352 |
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353 def filectxfn(repo, memctx, path): |
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354 return files[path] |
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355 |
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356 ui.progress(_synthesizing, None) |
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357 message = 'synthesized wide repo with %d files' % (len(files),) |
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358 mc = context.memctx(repo, [pctx.node(), nullid], message, |
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359 files.iterkeys(), filectxfn, ui.username(), |
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360 '%d %d' % util.makedate()) |
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361 initnode = mc.commit() |
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362 if ui.debugflag: |
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363 hexfn = hex |
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364 else: |
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365 hexfn = short |
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366 ui.status(_('added commit %s with %d files\n') |
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367 % (hexfn(initnode), len(files))) |
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368 |
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369 # Synthesize incremental revisions to the repository, adding repo depth. |
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370 count = int(opts['count']) |
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371 heads = set(map(repo.changelog.rev, repo.heads())) |
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372 for i in xrange(count): |
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373 progress(_synthesizing, i, unit=_changesets, total=count) |
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374 |
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375 node = repo.changelog.node |
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376 revs = len(repo) |
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377 |
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378 def pickhead(heads, distance): |
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379 if heads: |
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380 lheads = sorted(heads) |
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381 rev = revs - min(pick(distance), revs) |
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382 if rev < lheads[-1]: |
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383 rev = lheads[bisect.bisect_left(lheads, rev)] |
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384 else: |
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385 rev = lheads[-1] |
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386 return rev, node(rev) |
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387 return nullrev, nullid |
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388 |
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389 r1 = revs - min(pick(p1distance), revs) |
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390 p1 = node(r1) |
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391 |
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392 # the number of heads will grow without bound if we use a pure |
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393 # model, so artificially constrain their proliferation |
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394 toomanyheads = len(heads) > random.randint(1, 20) |
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395 if p2distance[0] and (pick(parents) == 2 or toomanyheads): |
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396 r2, p2 = pickhead(heads.difference([r1]), p2distance) |
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397 else: |
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398 r2, p2 = nullrev, nullid |
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399 |
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400 pl = [p1, p2] |
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401 pctx = repo[r1] |
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402 mf = pctx.manifest() |
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403 mfk = mf.keys() |
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404 changes = {} |
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405 if mfk: |
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406 for __ in xrange(pick(fileschanged)): |
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407 for __ in xrange(10): |
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408 fctx = pctx.filectx(random.choice(mfk)) |
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409 path = fctx.path() |
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410 if not (path in nevertouch or fctx.isbinary() or |
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411 'l' in fctx.flags()): |
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412 break |
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413 lines = fctx.data().splitlines() |
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414 add, remove = pick(lineschanged) |
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415 for __ in xrange(remove): |
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416 if not lines: |
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417 break |
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418 del lines[random.randrange(0, len(lines))] |
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419 for __ in xrange(add): |
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420 lines.insert(random.randint(0, len(lines)), makeline()) |
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421 path = fctx.path() |
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422 changes[path] = context.memfilectx(repo, path, |
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423 '\n'.join(lines) + '\n') |
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424 for __ in xrange(pick(filesremoved)): |
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425 path = random.choice(mfk) |
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426 for __ in xrange(10): |
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427 path = random.choice(mfk) |
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428 if path not in changes: |
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429 changes[path] = None |
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430 break |
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431 if filesadded: |
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432 dirs = list(pctx.dirs()) |
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433 dirs.insert(0, '') |
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434 for __ in xrange(pick(filesadded)): |
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435 pathstr = '' |
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436 while pathstr in dirs: |
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437 path = [random.choice(dirs)] |
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438 if pick(dirsadded): |
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439 path.append(random.choice(words)) |
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440 path.append(random.choice(words)) |
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441 pathstr = '/'.join(filter(None, path)) |
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442 data = '\n'.join(makeline() |
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443 for __ in xrange(pick(linesinfilesadded))) + '\n' |
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444 changes[pathstr] = context.memfilectx(repo, pathstr, data) |
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445 def filectxfn(repo, memctx, path): |
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446 return changes[path] |
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447 if not changes: |
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448 continue |
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449 if revs: |
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450 date = repo['tip'].date()[0] + pick(interarrival) |
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451 else: |
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452 date = time.time() - (86400 * count) |
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453 # dates in mercurial must be positive, fit in 32-bit signed integers. |
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454 date = min(0x7fffffff, max(0, date)) |
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455 user = random.choice(words) + '@' + random.choice(words) |
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456 mc = context.memctx(repo, pl, makeline(minimum=2), |
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457 sorted(changes.iterkeys()), |
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458 filectxfn, user, '%d %d' % (date, pick(tzoffset))) |
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459 newnode = mc.commit() |
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460 heads.add(repo.changelog.rev(newnode)) |
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461 heads.discard(r1) |
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462 heads.discard(r2) |
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463 |
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464 lock.release() |
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465 wlock.release() |
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466 |
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467 def renamedirs(dirs, words): |
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468 '''Randomly rename the directory names in the per-dir file count dict.''' |
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469 wordgen = itertools.cycle(words) |
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470 replacements = {'': ''} |
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471 def rename(dirpath): |
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472 '''Recursively rename the directory and all path prefixes. |
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473 |
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474 The mapping from path to renamed path is stored for all path prefixes |
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475 as in dynamic programming, ensuring linear runtime and consistent |
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476 renaming regardless of iteration order through the model. |
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477 ''' |
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478 if dirpath in replacements: |
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479 return replacements[dirpath] |
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480 head, _ = os.path.split(dirpath) |
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481 if head: |
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482 head = rename(head) |
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483 else: |
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484 head = '' |
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contrib/synthrepo: generate initial repo contents using directory shape model
Mike Edgar <adgar@google.com>
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485 renamed = os.path.join(head, wordgen.next()) |
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contrib/synthrepo: generate initial repo contents using directory shape model
Mike Edgar <adgar@google.com>
parents:
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486 replacements[dirpath] = renamed |
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contrib/synthrepo: generate initial repo contents using directory shape model
Mike Edgar <adgar@google.com>
parents:
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487 return renamed |
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contrib/synthrepo: generate initial repo contents using directory shape model
Mike Edgar <adgar@google.com>
parents:
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changeset
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488 result = [] |
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contrib/synthrepo: generate initial repo contents using directory shape model
Mike Edgar <adgar@google.com>
parents:
22473
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489 for dirpath, count in dirs.iteritems(): |
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contrib/synthrepo: generate initial repo contents using directory shape model
Mike Edgar <adgar@google.com>
parents:
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490 result.append([rename(dirpath.lstrip(os.sep)), count]) |
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contrib/synthrepo: generate initial repo contents using directory shape model
Mike Edgar <adgar@google.com>
parents:
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491 return result |