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1 #!/usr/bin/env python | 1 #!/usr/bin/env python |
2 # Copyright (c) 2014 The Chromium Authors. All rights reserved. | 2 # Copyright (c) 2014 The Chromium Authors. All rights reserved. |
3 # Use of this source code is governed by a BSD-style license that can be | 3 # Use of this source code is governed by a BSD-style license that can be |
4 # found in the LICENSE file. | 4 # found in the LICENSE file. |
5 | 5 |
6 """ Generate bench_expectations file from a given set of bench data files. """ | 6 """ Generate bench_expectations file from a given set of bench data files. """ |
7 | 7 |
8 import argparse | 8 import argparse |
9 import bench_util | 9 import bench_util |
10 import json | |
10 import os | 11 import os |
11 import re | 12 import re |
12 import sys | 13 import sys |
14 import urllib2 | |
13 | 15 |
14 # Parameters for calculating bench ranges. | 16 # Parameters for calculating bench ranges. |
15 RANGE_RATIO_UPPER = 1.5 # Ratio of range for upper bounds. | 17 RANGE_RATIO_UPPER = 1.5 # Ratio of range for upper bounds. |
16 RANGE_RATIO_LOWER = 2.0 # Ratio of range for lower bounds. | 18 RANGE_RATIO_LOWER = 2.0 # Ratio of range for lower bounds. |
17 ERR_RATIO = 0.08 # Further widens the range by the ratio of average value. | 19 ERR_RATIO = 0.08 # Further widens the range by the ratio of average value. |
18 ERR_UB = 1.0 # Adds an absolute upper error to cope with small benches. | 20 ERR_UB = 1.0 # Adds an absolute upper error to cope with small benches. |
19 ERR_LB = 1.5 | 21 ERR_LB = 1.5 |
20 | 22 |
21 # List of bench configs to monitor. Ignore all other configs. | 23 # List of bench configs to monitor. Ignore all other configs. |
22 CONFIGS_TO_INCLUDE = ['simple_viewport_1000x1000', | 24 CONFIGS_TO_INCLUDE = ['simple_viewport_1000x1000', |
23 'simple_viewport_1000x1000_angle', | 25 'simple_viewport_1000x1000_angle', |
24 'simple_viewport_1000x1000_gpu', | 26 'simple_viewport_1000x1000_gpu', |
25 'simple_viewport_1000x1000_scalar_1.100000', | 27 'simple_viewport_1000x1000_scalar_1.100000', |
26 'simple_viewport_1000x1000_scalar_1.100000_gpu', | 28 'simple_viewport_1000x1000_scalar_1.100000_gpu', |
27 ] | 29 ] |
28 | 30 |
29 # List of flaky entries that should be excluded. Each entry is defined by a list | 31 # List of flaky entries that should be excluded. Each entry is defined by a list |
30 # of 3 strings, corresponding to the substrings of [bench, config, builder] to | 32 # of 3 strings, corresponding to the substrings of [bench, config, builder] to |
31 # search for. A bench expectations line is excluded when each of the 3 strings | 33 # search for. A bench expectations line is excluded when each of the 3 strings |
32 # in the list is a substring of the corresponding element of the given line. For | 34 # in the list is a substring of the corresponding element of the given line. For |
33 # instance, ['desk_yahooanswers', 'gpu', 'Ubuntu'] will skip expectation entries | 35 # instance, ['desk_yahooanswers', 'gpu', 'Ubuntu'] will skip expectation entries |
34 # of SKP benchs whose name contains 'desk_yahooanswers' on all gpu-related | 36 # of SKP benchs whose name contains 'desk_yahooanswers' on all gpu-related |
35 # configs of all Ubuntu builders. | 37 # configs of all Ubuntu builders. |
36 ENTRIES_TO_EXCLUDE = [ | 38 ENTRIES_TO_EXCLUDE = [ |
37 ] | 39 ] |
38 | 40 |
41 _GS_CLOUD_FORMAT = 'http://storage.googleapis.com/chromium-skia-gm/perfdata/%s/% s' | |
39 | 42 |
40 def compute_ranges(benches): | 43 def compute_ranges(benches, more_benches=None): |
41 """Given a list of bench numbers, calculate the alert range. | 44 """Given a list of bench numbers, calculate the alert range. |
42 | 45 |
43 Args: | 46 Args: |
44 benches: a list of float bench values. | 47 benches: a list of float bench values. |
48 more_benches: a tuple of lists of additional bench values. | |
45 | 49 |
46 Returns: | 50 Returns: |
47 a list of float [lower_bound, upper_bound]. | 51 a list of float [lower_bound, upper_bound]. |
48 """ | 52 """ |
49 avg = sum(benches)/len(benches) | 53 avg = sum(benches)/len(benches) |
50 minimum = min(benches) | 54 minimum = min(benches) |
51 maximum = max(benches) | 55 maximum = max(benches) |
52 diff = maximum - minimum | 56 diff = maximum - minimum |
53 | 57 |
54 return [minimum - diff*RANGE_RATIO_LOWER - avg*ERR_RATIO - ERR_LB, | 58 return [minimum - diff*RANGE_RATIO_LOWER - avg*ERR_RATIO - ERR_LB, |
55 maximum + diff*RANGE_RATIO_UPPER + avg*ERR_RATIO + ERR_UB] | 59 maximum + diff*RANGE_RATIO_UPPER + avg*ERR_RATIO + ERR_UB] |
56 | 60 |
57 | 61 |
58 def create_expectations_dict(revision_data_points, builder): | 62 def create_expectations_dict(revision_data_points, builder, extra_data=None): |
59 """Convert list of bench data points into a dictionary of expectations data. | 63 """Convert list of bench data points into a dictionary of expectations data. |
60 | 64 |
61 Args: | 65 Args: |
62 revision_data_points: a list of BenchDataPoint objects. | 66 revision_data_points: a list of BenchDataPoint objects. |
63 builder: string of the corresponding buildbot builder name. | 67 builder: string of the corresponding buildbot builder name. |
64 | 68 |
65 Returns: | 69 Returns: |
66 a dictionary of this form: | 70 a dictionary of this form: |
67 keys = tuple of (config, bench) strings. | 71 keys = tuple of (config, bench) strings. |
68 values = list of float [expected, lower_bound, upper_bound] for the key. | 72 values = list of float [expected, lower_bound, upper_bound] for the key. |
69 """ | 73 """ |
70 bench_dict = {} | 74 bench_dict = {} |
71 for point in revision_data_points: | 75 for point in revision_data_points: |
72 if (point.time_type or # Not walltime which has time_type '' | 76 if (point.time_type or # Not walltime which has time_type '' |
73 not point.config in CONFIGS_TO_INCLUDE): | 77 not point.config in CONFIGS_TO_INCLUDE): |
74 continue | 78 continue |
75 to_skip = False | 79 to_skip = False |
76 for bench_substr, config_substr, builder_substr in ENTRIES_TO_EXCLUDE: | 80 for bench_substr, config_substr, builder_substr in ENTRIES_TO_EXCLUDE: |
77 if (bench_substr in point.bench and config_substr in point.config and | 81 if (bench_substr in point.bench and config_substr in point.config and |
78 builder_substr in builder): | 82 builder_substr in builder): |
79 to_skip = True | 83 to_skip = True |
80 break | 84 break |
81 if to_skip: | 85 if to_skip: |
82 continue | 86 continue |
83 key = (point.config, point.bench) | 87 key = (point.config, point.bench) |
88 | |
89 extras = [] | |
90 for idx, dataset in extra_data: | |
91 for data in dataset: | |
92 if (data.bench == point.bench and data.config == point.config and | |
93 data.time_type == point.time_type and data.per_iter_time): | |
94 extras.append((idx, data.per_iter_time)) | |
95 | |
84 if key in bench_dict: | 96 if key in bench_dict: |
85 raise Exception('Duplicate bench entry: ' + str(key)) | 97 raise Exception('Duplicate bench entry: ' + str(key)) |
86 bench_dict[key] = [point.time] + compute_ranges(point.per_iter_time) | 98 bench_dict[key] = [point.time] + compute_ranges(point.per_iter_time, extras) |
87 | 99 |
88 return bench_dict | 100 return bench_dict |
89 | 101 |
90 | 102 |
103 def get_parent_commits(start_hash, num_back): | |
benchen
2014/06/12 17:50:23
Need method description here.
kelvinly
2014/06/12 18:02:00
Done.
| |
104 list_commits = urllib2.urlopen('https://skia.googlesource.com/skia/+log/%s?for mat=json&n=%d' % | |
105 (start_hash, num_back)) | |
106 # NOTE: Very brittle. Removes the four extraneous characters to json can be re ad successfully | |
107 trunc_list = list_commits.read()[4:] | |
108 json_data = json.loads(trunc_list) | |
109 return [revision['commit'] for revision in json_data['log']] | |
110 | |
111 | |
112 def get_file_suffixes(commit_hash, directory): | |
113 """Gets all the suffixes available in the directory""" | |
114 possible_files = os.listdir(directory) | |
115 prefix = 'bench_' + commit_hash + '_data_' | |
116 return [name[len(prefix):] for name in possible_files | |
117 if name.startswith(prefix)] | |
118 | |
119 | |
120 def download_bench_data(builder, commit_hash, suffixes, directory): | |
121 """Downloads data, returns the number successfully downloaded""" | |
122 cur_files = os.listdir(directory) | |
123 count = 0 | |
124 for suffix in suffixes: | |
125 file_name = 'bench_'+commit_hash+'_data_'+suffix | |
126 if file_name in cur_files: | |
127 continue | |
128 try: | |
129 src = urllib2.urlopen(_GS_CLOUD_FORMAT % (builder, file_name)) | |
130 with open(os.path.join(directory, file_name), 'w') as dest: | |
131 dest.writelines(src) | |
132 count += 1 | |
133 except urllib2.HTTPError: | |
134 pass | |
135 return count | |
136 | |
137 | |
91 def main(): | 138 def main(): |
92 """Reads bench data points, then calculate and export expectations. | 139 """Reads bench data points, then calculate and export expectations. |
93 """ | 140 """ |
94 parser = argparse.ArgumentParser() | 141 parser = argparse.ArgumentParser() |
95 parser.add_argument( | 142 parser.add_argument( |
96 '-a', '--representation_alg', default='25th', | 143 '-a', '--representation_alg', default='25th', |
97 help='bench representation algorithm to use, see bench_util.py.') | 144 help='bench representation algorithm to use, see bench_util.py.') |
98 parser.add_argument( | 145 parser.add_argument( |
99 '-b', '--builder', required=True, | 146 '-b', '--builder', required=True, |
100 help='name of the builder whose bench ranges we are computing.') | 147 help='name of the builder whose bench ranges we are computing.') |
101 parser.add_argument( | 148 parser.add_argument( |
102 '-d', '--input_dir', required=True, | 149 '-d', '--input_dir', required=True, |
103 help='a directory containing bench data files.') | 150 help='a directory containing bench data files.') |
104 parser.add_argument( | 151 parser.add_argument( |
105 '-o', '--output_file', required=True, | 152 '-o', '--output_file', required=True, |
106 help='file path and name for storing the output bench expectations.') | 153 help='file path and name for storing the output bench expectations.') |
107 parser.add_argument( | 154 parser.add_argument( |
108 '-r', '--git_revision', required=True, | 155 '-r', '--git_revision', required=True, |
109 help='the git hash to indicate the revision of input data to use.') | 156 help='the git hash to indicate the revision of input data to use.') |
157 parser.add_argument( | |
158 '-t', '--back_track', required=False, default=10, | |
159 help='the number of commit hashes backwards to look to include in the ca lculations.') | |
160 parser.add_argument( | |
161 '-m', '--max_commits', required=False, default=1, | |
162 help='the number of commit hashes to include in the calculations.') | |
110 args = parser.parse_args() | 163 args = parser.parse_args() |
111 | 164 |
112 builder = args.builder | 165 builder = args.builder |
113 | 166 |
167 # TODO: Look for commit data by finding the files on CS and parsing it | |
168 # Copy data into the appropriate dir and then call parse_skp_bench_data ? | |
114 data_points = bench_util.parse_skp_bench_data( | 169 data_points = bench_util.parse_skp_bench_data( |
115 args.input_dir, args.git_revision, args.representation_alg) | 170 args.input_dir, args.git_revision, args.representation_alg) |
116 | 171 |
117 expectations_dict = create_expectations_dict(data_points, builder) | 172 parent_commits = get_parent_commits(args.git_revision, args.back_track) |
173 print "Using commits: {}".format(parent_commits) | |
174 suffixes = get_file_suffixes(args.git_revision, args.input_dir) | |
175 print "Using suffixes: {}".format(suffixes) | |
176 | |
177 downloaded_commits = [] | |
178 for idx, commit in enumerate(parent_commits): | |
179 num_downloaded = download_bench_data( | |
180 builder, commit, suffixes, args.input_dir) | |
181 if num_downloaded > 0: | |
182 downloaded_commits.append((num_downloaded, idx, commit)) | |
183 | |
184 if len(downloaded_commits) < args.max_commits: | |
185 print "Less than desired number of commits found. Please increase --back_t rack in later runs" | |
186 trunc_commits = sorted(downloaded_commits,reverse=True)[:args.max_commits] | |
187 extra_data = [] | |
188 for _, idx, commit in trunc_commits: | |
189 extra_data.append((idx, bench_util.parse_skp_bench_data( | |
190 args.input_dir, commit, args.representation_alg))) | |
191 | |
192 expectations_dict = create_expectations_dict(data_points, builder, extra_dat a) | |
118 | 193 |
119 out_lines = [] | 194 out_lines = [] |
120 keys = expectations_dict.keys() | 195 keys = expectations_dict.keys() |
121 keys.sort() | 196 keys.sort() |
122 for (config, bench) in keys: | 197 for (config, bench) in keys: |
123 (expected, lower_bound, upper_bound) = expectations_dict[(config, bench)] | 198 (expected, lower_bound, upper_bound) = expectations_dict[(config, bench)] |
124 out_lines.append('%(bench)s_%(config)s_,%(builder)s-%(representation)s,' | 199 out_lines.append('%(bench)s_%(config)s_,%(builder)s-%(representation)s,' |
125 '%(expected)s,%(lower_bound)s,%(upper_bound)s' % { | 200 '%(expected)s,%(lower_bound)s,%(upper_bound)s' % { |
126 'bench': bench, | 201 'bench': bench, |
127 'config': config, | 202 'config': config, |
128 'builder': builder, | 203 'builder': builder, |
129 'representation': args.representation_alg, | 204 'representation': args.representation_alg, |
130 'expected': expected, | 205 'expected': expected, |
131 'lower_bound': lower_bound, | 206 'lower_bound': lower_bound, |
132 'upper_bound': upper_bound}) | 207 'upper_bound': upper_bound}) |
133 | 208 |
134 with open(args.output_file, 'w') as file_handle: | 209 with open(args.output_file, 'w') as file_handle: |
135 file_handle.write('\n'.join(out_lines)) | 210 file_handle.write('\n'.join(out_lines)) |
136 | 211 |
137 | 212 |
138 if __name__ == "__main__": | 213 if __name__ == "__main__": |
139 main() | 214 main() |
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