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| 1 # Copyright (c) 2012 The Chromium Authors. All rights reserved. |
| 2 # Use of this source code is governed by a BSD-style license that can be |
| 3 # found in the LICENSE file. |
| 4 |
| 5 |
| 6 """A helper module for parsing JSON objects from perf tests results.""" |
| 7 |
| 8 import json |
| 9 |
| 10 |
| 11 def GetAverageRunInfo(json_data, name): |
| 12 """Summarizes TraceEvent JSON data for performance metrics. |
| 13 |
| 14 Example JSON Inputs (More tags can be added but these are required): |
| 15 Measuring Duration: |
| 16 [ |
| 17 { "cat": "Java", |
| 18 "ts": 10000000000, |
| 19 "ph": "B", |
| 20 "name": "TestTrace" |
| 21 }, |
| 22 { "cat": "Java", |
| 23 "ts": 10000004000, |
| 24 "ph": "E", |
| 25 "name": "TestTrace" |
| 26 }, |
| 27 ... |
| 28 ] |
| 29 |
| 30 Measuring Call Frequency (FPS): |
| 31 [ |
| 32 { "cat": "Java", |
| 33 "ts": 10000000000, |
| 34 "ph": "I", |
| 35 "name": "TestTraceFPS" |
| 36 }, |
| 37 { "cat": "Java", |
| 38 "ts": 10000004000, |
| 39 "ph": "I", |
| 40 "name": "TestTraceFPS" |
| 41 }, |
| 42 ... |
| 43 ] |
| 44 |
| 45 Args: |
| 46 json_data: A list of dictonaries each representing a JSON object. |
| 47 name: The 'name' tag to filter on in the JSON file. |
| 48 |
| 49 Returns: |
| 50 A dictionary of result data with the following tags: |
| 51 min: The minimum value tracked. |
| 52 max: The maximum value tracked. |
| 53 average: The average of all the values tracked. |
| 54 count: The number of times the category/name pair was tracked. |
| 55 type: The type of tracking ('Instant' for instant tags and 'Span' for |
| 56 begin/end tags. |
| 57 category: The passed in category filter. |
| 58 name: The passed in name filter. |
| 59 data_points: A list of all of the times used to generate this data. |
| 60 units: The units for the values being reported. |
| 61 |
| 62 Raises: |
| 63 Exception: if entry contains invalid data. |
| 64 """ |
| 65 |
| 66 def EntryFilter(entry): |
| 67 return entry['cat'] == 'Java' and entry['name'] == name |
| 68 filtered_entries = filter(EntryFilter, json_data) |
| 69 |
| 70 result = {} |
| 71 |
| 72 result['min'] = -1 |
| 73 result['max'] = -1 |
| 74 result['average'] = 0 |
| 75 result['count'] = 0 |
| 76 result['type'] = 'Unknown' |
| 77 result['category'] = 'Java' |
| 78 result['name'] = name |
| 79 result['data_points'] = [] |
| 80 result['units'] = '' |
| 81 |
| 82 total_sum = 0 |
| 83 |
| 84 last_val = 0 |
| 85 val_type = None |
| 86 for entry in filtered_entries: |
| 87 if not val_type: |
| 88 if 'mem' in entry: |
| 89 val_type = 'mem' |
| 90 |
| 91 def GetVal(entry): |
| 92 return entry['mem'] |
| 93 |
| 94 result['units'] = 'kb' |
| 95 elif 'ts' in entry: |
| 96 val_type = 'ts' |
| 97 |
| 98 def GetVal(entry): |
| 99 return float(entry['ts']) / 1000.0 |
| 100 |
| 101 result['units'] = 'ms' |
| 102 else: |
| 103 raise Exception('Entry did not contain valid value info: %s' % entry) |
| 104 |
| 105 if not val_type in entry: |
| 106 raise Exception('Entry did not contain expected value type "%s" ' |
| 107 'information: %s' % (val_type, entry)) |
| 108 val = GetVal(entry) |
| 109 if (entry['ph'] == 'B' and |
| 110 (result['type'] == 'Unknown' or result['type'] == 'Span')): |
| 111 result['type'] = 'Span' |
| 112 last_val = val |
| 113 elif ((entry['ph'] == 'E' and result['type'] == 'Span') or |
| 114 (entry['ph'] == 'I' and (result['type'] == 'Unknown' or |
| 115 result['type'] == 'Instant'))): |
| 116 if last_val > 0: |
| 117 delta = val - last_val |
| 118 if result['min'] == -1 or result['min'] > delta: |
| 119 result['min'] = delta |
| 120 if result['max'] == -1 or result['max'] < delta: |
| 121 result['max'] = delta |
| 122 total_sum += delta |
| 123 result['count'] += 1 |
| 124 result['data_points'].append(delta) |
| 125 if entry['ph'] == 'I': |
| 126 result['type'] = 'Instant' |
| 127 last_val = val |
| 128 if result['count'] > 0: result['average'] = total_sum / result['count'] |
| 129 |
| 130 return result |
| 131 |
| 132 |
| 133 def GetAverageRunInfoFromJSONString(json_string, name): |
| 134 """Returns the results from GetAverageRunInfo using a JSON string. |
| 135 |
| 136 Args: |
| 137 json_string: The string containing JSON. |
| 138 name: The 'name' tag to filter on in the JSON file. |
| 139 |
| 140 Returns: |
| 141 See GetAverageRunInfo Returns section. |
| 142 """ |
| 143 return GetAverageRunInfo(json.loads(json_string), name) |
| 144 |
| 145 |
| 146 def GetAverageRunInfoFromFile(json_file, name): |
| 147 """Returns the results from GetAverageRunInfo using a JSON file. |
| 148 |
| 149 Args: |
| 150 json_file: The path to a JSON file. |
| 151 name: The 'name' tag to filter on in the JSON file. |
| 152 |
| 153 Returns: |
| 154 See GetAverageRunInfo Returns section. |
| 155 """ |
| 156 with open(json_file, 'r') as f: |
| 157 data = f.read() |
| 158 perf = json.loads(data) |
| 159 |
| 160 return GetAverageRunInfo(perf, name) |
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