scripts: add oe-build-perf-report script
A new tool for pretty-printing build perf test results stored in a Git repository. The scripts is able to produce either simple plaintext report showing the difference between two commits, or, an html report that also displays trendcharts of the test results. The script uses Jinja2 templates for generating HTML reports so it requires python3-jinja2 to be installed on the system. [YOCTO #10931] (From OE-Core rev: 3b25404f0f99b72f222bdca815929be1cf1cee35) Signed-off-by: Markus Lehtonen <markus.lehtonen@linux.intel.com> Signed-off-by: Richard Purdie <richard.purdie@linuxfoundation.org>
This commit is contained in:
Markus Lehtonen
Richard Purdie
parent
5a85d39c9d
commit
9f299876f7
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#
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# Copyright (c) 2017, Intel Corporation.
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#
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# This program is free software; you can redistribute it and/or modify it
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# under the terms and conditions of the GNU General Public License,
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# version 2, as published by the Free Software Foundation.
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#
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# This program is distributed in the hope it will be useful, but WITHOUT
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# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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# FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for
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# more details.
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#
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"""Build performance test library functions"""
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def print_table(rows, row_fmt=None):
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"""Print data table"""
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if not rows:
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return
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if not row_fmt:
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row_fmt = ['{:{wid}} '] * len(rows[0])
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# Go through the data to get maximum cell widths
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num_cols = len(row_fmt)
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col_widths = [0] * num_cols
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for row in rows:
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for i, val in enumerate(row):
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col_widths[i] = max(col_widths[i], len(str(val)))
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for row in rows:
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print(*[row_fmt[i].format(col, wid=col_widths[i]) for i, col in enumerate(row)])
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#
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# Copyright (c) 2017, Intel Corporation.
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#
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# This program is free software; you can redistribute it and/or modify it
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# under the terms and conditions of the GNU General Public License,
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# version 2, as published by the Free Software Foundation.
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#
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# This program is distributed in the hope it will be useful, but WITHOUT
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# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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# FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for
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# more details.
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#
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"""Helper module for HTML reporting"""
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from jinja2 import Environment, PackageLoader
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env = Environment(loader=PackageLoader('build_perf', 'html'))
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template = env.get_template('report.html')
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<script type="text/javascript">
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google.charts.setOnLoadCallback(drawChart_{{ chart_elem_id }});
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function drawChart_{{ chart_elem_id }}() {
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var data = new google.visualization.DataTable();
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// Chart options
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var options = {
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theme : 'material',
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legend: 'none',
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hAxis: { format: '', title: 'Commit number',
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minValue: {{ chart_opts.haxis.min }},
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maxValue: {{ chart_opts.haxis.max }} },
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{% if measurement.type == 'time' %}
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vAxis: { format: 'h:mm:ss' },
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{% else %}
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vAxis: { format: '' },
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{% endif %}
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pointSize: 5,
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chartArea: { left: 80, right: 15 },
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};
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// Define data columns
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data.addColumn('number', 'Commit');
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data.addColumn('{{ measurement.value_type.gv_data_type }}',
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'{{ measurement.value_type.quantity }}');
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// Add data rows
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data.addRows([
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{% for sample in measurement.samples %}
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[{{ sample.commit_num }}, {{ sample.mean.gv_value() }}],
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{% endfor %}
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]);
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// Finally, draw the chart
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chart_div = document.getElementById('{{ chart_elem_id }}');
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var chart = new google.visualization.LineChart(chart_div);
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google.visualization.events.addListener(chart, 'ready', function () {
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//chart_div = document.getElementById('{{ chart_elem_id }}');
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//chart_div.innerHTML = '<img src="' + chart.getImageURI() + '">';
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png_div = document.getElementById('{{ chart_elem_id }}_png');
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png_div.outerHTML = '<a id="{{ chart_elem_id }}_png" href="' + chart.getImageURI() + '">PNG</a>';
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console.log("CHART READY: {{ chart_elem_id }}");
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{% if last_chart == true %}
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console.log("ALL CHARTS READY");
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{% endif %}
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//console.log(chart_div.innerHTML);
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});
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chart.draw(data, options);
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}
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</script>
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<!DOCTYPE html>
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<html lang="en">
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<head>
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{# Scripts, for visualization#}
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<!--START-OF-SCRIPTS-->
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<script type="text/javascript" src="https://www.gstatic.com/charts/loader.js"></script>
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<script type="text/javascript">
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google.charts.load('current', {'packages':['corechart']});
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</script>
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{# Render measurement result charts #}
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{% for test in test_data %}
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{% set test_loop = loop %}
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{% if test.status == 'SUCCESS' %}
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{% for measurement in test.measurements %}
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{% set chart_elem_id = test.name + '_' + measurement.name + '_chart' %}
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{% if test_loop.last and loop.last %}
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{% set last_chart = true %}
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{% endif %}
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{% include 'measurement_chart.html' %}
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{% endfor %}
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{% endif %}
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{% endfor %}
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<!--END-OF-SCRIPTS-->
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{# Styles #}
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<style>
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.meta-table {
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font-size: 14px;
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text-align: left;
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border-collapse: collapse;
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}
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.meta-table tr:nth-child(even){background-color: #f2f2f2}
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meta-table th, .meta-table td {
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padding: 4px;
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}
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.summary {
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margin: 0;
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font-size: 14px;
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text-align: left;
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border-collapse: collapse;
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}
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summary th, .meta-table td {
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padding: 4px;
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}
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.measurement {
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padding: 8px 0px 8px 8px;
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border: 2px solid #f0f0f0;
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margin-bottom: 10px;
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}
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.details {
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margin: 0;
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font-size: 12px;
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text-align: left;
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border-collapse: collapse;
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}
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.details th {
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font-weight: normal;
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padding-right: 8px;
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}
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.preformatted {
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font-family: monospace;
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white-space: pre-wrap;
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background-color: #f0f0f0;
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margin-left: 10px;
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}
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hr {
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color: #f0f0f0;
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}
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h2 {
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font-size: 20px;
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margin-bottom: 0px;
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color: #707070;
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}
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h3 {
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font-size: 16px;
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margin: 0px;
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color: #707070;
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}
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</style>
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<title>{{ title }}</title>
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</head>
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{% macro poky_link(commit) -%}
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<a href="http://git.yoctoproject.org/cgit/cgit.cgi/poky/log/?id={{ commit }}">{{ commit[0:11] }}</a>
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{%- endmacro %}
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<body><div style="width: 700px">
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{# Test metadata #}
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<h2>General</h2>
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<hr>
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<table class="meta-table" style="width: 100%">
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<tr>
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<th></th>
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<th>Current commit</th>
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<th>Comparing with</th>
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</tr>
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{% for key, item in metadata.items() %}
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<tr>
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<th>{{ item.title }}</th>
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{%if key == 'commit' %}
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<td>{{ poky_link(item.value) }}</td>
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<td>{{ poky_link(item.value_old) }}</td>
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{% else %}
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<td>{{ item.value }}</td>
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<td>{{ item.value_old }}</td>
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{% endif %}
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</tr>
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{% endfor %}
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</table>
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{# Test result summary #}
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<h2>Test result summary</h2>
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<hr>
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<table class="summary" style="width: 100%">
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{% for test in test_data %}
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{% if loop.index is even %}
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{% set row_style = 'style="background-color: #f2f2f2"' %}
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{% else %}
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{% set row_style = 'style="background-color: #ffffff"' %}
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{% endif %}
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<tr {{ row_style }}><td>{{ test.name }}: {{ test.description }}</td>
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{% if test.status == 'SUCCESS' %}
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{% for measurement in test.measurements %}
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{# add empty cell in place of the test name#}
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{% if loop.index > 1 %}<td></td>{% endif %}
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{% if measurement.absdiff > 0 %}
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{% set result_style = "color: red" %}
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{% elif measurement.absdiff == measurement.absdiff %}
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{% set result_style = "color: green" %}
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{% else %}
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{% set result_style = "color: orange" %}
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{%endif %}
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<td>{{ measurement.description }}</td>
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<td style="font-weight: bold">{{ measurement.value.mean }}</td>
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<td style="{{ result_style }}">{{ measurement.absdiff_str }}</td>
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<td style="{{ result_style }}">{{ measurement.reldiff }}</td>
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</tr><tr {{ row_style }}>
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{% endfor %}
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{% else %}
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<td style="font-weight: bold; color: red;">{{test.status }}</td>
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<td></td> <td></td> <td></td> <td></td>
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{% endif %}
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</tr>
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{% endfor %}
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</table>
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{# Detailed test results #}
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{% for test in test_data %}
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<h2>{{ test.name }}: {{ test.description }}</h2>
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<hr>
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{% if test.status == 'SUCCESS' %}
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{% for measurement in test.measurements %}
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<div class="measurement">
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<h3>{{ measurement.description }}</h3>
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<div style="font-weight:bold;">
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<span style="font-size: 23px;">{{ measurement.value.mean }}</span>
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<span style="font-size: 20px; margin-left: 12px">
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{% if measurement.absdiff > 0 %}
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<span style="color: red">
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{% elif measurement.absdiff == measurement.absdiff %}
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<span style="color: green">
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{% else %}
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<span style="color: orange">
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{% endif %}
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{{ measurement.absdiff_str }} ({{measurement.reldiff}})
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</span></span>
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</div>
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<table style="width: 100%">
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<tr>
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<td style="width: 75%">
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{# Linechart #}
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<div id="{{ test.name }}_{{ measurement.name }}_chart"></div>
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</td>
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<td>
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{# Measurement statistics #}
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<table class="details">
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<tr>
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<th>Test runs</th><td>{{ measurement.value.sample_cnt }}</td>
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</tr><tr>
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<th>-/+</th><td>-{{ measurement.value.minus }} / +{{ measurement.value.plus }}</td>
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</tr><tr>
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<th>Min</th><td>{{ measurement.value.min }}</td>
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</tr><tr>
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<th>Max</th><td>{{ measurement.value.max }}</td>
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</tr><tr>
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<th>Stdev</th><td>{{ measurement.value.stdev }}</td>
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</tr><tr>
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<th><div id="{{ test.name }}_{{ measurement.name }}_chart_png"></div></th>
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</tr>
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</table>
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</td>
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</tr>
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</table>
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</div>
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{% endfor %}
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{# Unsuccessful test #}
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{% else %}
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<span style="font-size: 150%; font-weight: bold; color: red;">{{ test.status }}
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{% if test.err_type %}<span style="font-size: 75%; font-weight: normal">({{ test.err_type }})</span>{% endif %}
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</span>
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<div class="preformatted">{{ test.message }}</div>
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{% endif %}
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{% endfor %}
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</div></body>
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</html>
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#
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# Copyright (c) 2017, Intel Corporation.
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#
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# This program is free software; you can redistribute it and/or modify it
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# under the terms and conditions of the GNU General Public License,
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# version 2, as published by the Free Software Foundation.
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#
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# This program is distributed in the hope it will be useful, but WITHOUT
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# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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# FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for
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# more details.
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#
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"""Handling of build perf test reports"""
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from collections import OrderedDict, Mapping
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from datetime import datetime, timezone
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from numbers import Number
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from statistics import mean, stdev, variance
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def isofmt_to_timestamp(string):
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"""Convert timestamp string in ISO 8601 format into unix timestamp"""
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if '.' in string:
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dt = datetime.strptime(string, '%Y-%m-%dT%H:%M:%S.%f')
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else:
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dt = datetime.strptime(string, '%Y-%m-%dT%H:%M:%S')
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return dt.replace(tzinfo=timezone.utc).timestamp()
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def metadata_xml_to_json(elem):
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"""Convert metadata xml into JSON format"""
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assert elem.tag == 'metadata', "Invalid metadata file format"
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def _xml_to_json(elem):
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"""Convert xml element to JSON object"""
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out = OrderedDict()
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for child in elem.getchildren():
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key = child.attrib.get('name', child.tag)
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if len(child):
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out[key] = _xml_to_json(child)
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else:
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out[key] = child.text
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return out
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return _xml_to_json(elem)
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def results_xml_to_json(elem):
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"""Convert results xml into JSON format"""
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rusage_fields = ('ru_utime', 'ru_stime', 'ru_maxrss', 'ru_minflt',
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'ru_majflt', 'ru_inblock', 'ru_oublock', 'ru_nvcsw',
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'ru_nivcsw')
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iostat_fields = ('rchar', 'wchar', 'syscr', 'syscw', 'read_bytes',
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'write_bytes', 'cancelled_write_bytes')
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def _read_measurement(elem):
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"""Convert measurement to JSON"""
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data = OrderedDict()
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data['type'] = elem.tag
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data['name'] = elem.attrib['name']
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data['legend'] = elem.attrib['legend']
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values = OrderedDict()
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# SYSRES measurement
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if elem.tag == 'sysres':
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for subel in elem:
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if subel.tag == 'time':
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values['start_time'] = isofmt_to_timestamp(subel.attrib['timestamp'])
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values['elapsed_time'] = float(subel.text)
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elif subel.tag == 'rusage':
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rusage = OrderedDict()
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for field in rusage_fields:
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if 'time' in field:
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rusage[field] = float(subel.attrib[field])
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else:
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rusage[field] = int(subel.attrib[field])
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values['rusage'] = rusage
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elif subel.tag == 'iostat':
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values['iostat'] = OrderedDict([(f, int(subel.attrib[f]))
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for f in iostat_fields])
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elif subel.tag == 'buildstats_file':
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values['buildstats_file'] = subel.text
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else:
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raise TypeError("Unknown sysres value element '{}'".format(subel.tag))
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# DISKUSAGE measurement
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elif elem.tag == 'diskusage':
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values['size'] = int(elem.find('size').text)
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else:
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raise Exception("Unknown measurement tag '{}'".format(elem.tag))
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data['values'] = values
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return data
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def _read_testcase(elem):
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"""Convert testcase into JSON"""
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assert elem.tag == 'testcase', "Expecting 'testcase' element instead of {}".format(elem.tag)
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data = OrderedDict()
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data['name'] = elem.attrib['name']
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data['description'] = elem.attrib['description']
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data['status'] = 'SUCCESS'
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data['start_time'] = isofmt_to_timestamp(elem.attrib['timestamp'])
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data['elapsed_time'] = float(elem.attrib['time'])
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measurements = OrderedDict()
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for subel in elem.getchildren():
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if subel.tag == 'error' or subel.tag == 'failure':
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data['status'] = subel.tag.upper()
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data['message'] = subel.attrib['message']
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data['err_type'] = subel.attrib['type']
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data['err_output'] = subel.text
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elif subel.tag == 'skipped':
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data['status'] = 'SKIPPED'
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data['message'] = subel.text
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else:
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measurements[subel.attrib['name']] = _read_measurement(subel)
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data['measurements'] = measurements
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return data
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def _read_testsuite(elem):
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"""Convert suite to JSON"""
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assert elem.tag == 'testsuite', \
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"Expecting 'testsuite' element instead of {}".format(elem.tag)
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data = OrderedDict()
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if 'hostname' in elem.attrib:
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data['tester_host'] = elem.attrib['hostname']
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data['start_time'] = isofmt_to_timestamp(elem.attrib['timestamp'])
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data['elapsed_time'] = float(elem.attrib['time'])
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tests = OrderedDict()
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for case in elem.getchildren():
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tests[case.attrib['name']] = _read_testcase(case)
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data['tests'] = tests
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return data
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# Main function
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assert elem.tag == 'testsuites', "Invalid test report format"
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assert len(elem) == 1, "Too many testsuites"
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return _read_testsuite(elem.getchildren()[0])
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def aggregate_metadata(metadata):
|
||||
"""Aggregate metadata into one, basically a sanity check"""
|
||||
mutable_keys = ('pretty_name', 'version_id')
|
||||
|
||||
def aggregate_obj(aggregate, obj, assert_str=True):
|
||||
"""Aggregate objects together"""
|
||||
assert type(aggregate) is type(obj), \
|
||||
"Type mismatch: {} != {}".format(type(aggregate), type(obj))
|
||||
if isinstance(obj, Mapping):
|
||||
assert set(aggregate.keys()) == set(obj.keys())
|
||||
for key, val in obj.items():
|
||||
aggregate_obj(aggregate[key], val, key not in mutable_keys)
|
||||
elif isinstance(obj, list):
|
||||
assert len(aggregate) == len(obj)
|
||||
for i, val in enumerate(obj):
|
||||
aggregate_obj(aggregate[i], val)
|
||||
elif not isinstance(obj, str) or (isinstance(obj, str) and assert_str):
|
||||
assert aggregate == obj, "Data mismatch {} != {}".format(aggregate, obj)
|
||||
|
||||
if not metadata:
|
||||
return {}
|
||||
|
||||
# Do the aggregation
|
||||
aggregate = metadata[0].copy()
|
||||
for testrun in metadata[1:]:
|
||||
aggregate_obj(aggregate, testrun)
|
||||
aggregate['testrun_count'] = len(metadata)
|
||||
return aggregate
|
||||
|
||||
|
||||
def aggregate_data(data):
|
||||
"""Aggregate multiple test results JSON structures into one"""
|
||||
|
||||
mutable_keys = ('status', 'message', 'err_type', 'err_output')
|
||||
|
||||
class SampleList(list):
|
||||
"""Container for numerical samples"""
|
||||
pass
|
||||
|
||||
def new_aggregate_obj(obj):
|
||||
"""Create new object for aggregate"""
|
||||
if isinstance(obj, Number):
|
||||
new_obj = SampleList()
|
||||
new_obj.append(obj)
|
||||
elif isinstance(obj, str):
|
||||
new_obj = obj
|
||||
else:
|
||||
# Lists and and dicts are kept as is
|
||||
new_obj = obj.__class__()
|
||||
aggregate_obj(new_obj, obj)
|
||||
return new_obj
|
||||
|
||||
def aggregate_obj(aggregate, obj, assert_str=True):
|
||||
"""Recursive "aggregation" of JSON objects"""
|
||||
if isinstance(obj, Number):
|
||||
assert isinstance(aggregate, SampleList)
|
||||
aggregate.append(obj)
|
||||
return
|
||||
|
||||
assert type(aggregate) == type(obj), \
|
||||
"Type mismatch: {} != {}".format(type(aggregate), type(obj))
|
||||
if isinstance(obj, Mapping):
|
||||
for key, val in obj.items():
|
||||
if not key in aggregate:
|
||||
aggregate[key] = new_aggregate_obj(val)
|
||||
else:
|
||||
aggregate_obj(aggregate[key], val, key not in mutable_keys)
|
||||
elif isinstance(obj, list):
|
||||
for i, val in enumerate(obj):
|
||||
if i >= len(aggregate):
|
||||
aggregate[key] = new_aggregate_obj(val)
|
||||
else:
|
||||
aggregate_obj(aggregate[i], val)
|
||||
elif isinstance(obj, str):
|
||||
# Sanity check for data
|
||||
if assert_str:
|
||||
assert aggregate == obj, "Data mismatch {} != {}".format(aggregate, obj)
|
||||
else:
|
||||
raise Exception("BUG: unable to aggregate '{}' ({})".format(type(obj), str(obj)))
|
||||
|
||||
if not data:
|
||||
return {}
|
||||
|
||||
# Do the aggregation
|
||||
aggregate = data[0].__class__()
|
||||
for testrun in data:
|
||||
aggregate_obj(aggregate, testrun)
|
||||
return aggregate
|
||||
|
||||
|
||||
class MeasurementVal(float):
|
||||
"""Base class representing measurement values"""
|
||||
gv_data_type = 'number'
|
||||
|
||||
def gv_value(self):
|
||||
"""Value formatting for visualization"""
|
||||
if self != self:
|
||||
return "null"
|
||||
else:
|
||||
return self
|
||||
|
||||
|
||||
class TimeVal(MeasurementVal):
|
||||
"""Class representing time values"""
|
||||
quantity = 'time'
|
||||
gv_title = 'elapsed time'
|
||||
gv_data_type = 'timeofday'
|
||||
|
||||
def hms(self):
|
||||
"""Split time into hours, minutes and seconeds"""
|
||||
hhh = int(abs(self) / 3600)
|
||||
mmm = int((abs(self) % 3600) / 60)
|
||||
sss = abs(self) % 60
|
||||
return hhh, mmm, sss
|
||||
|
||||
def __str__(self):
|
||||
if self != self:
|
||||
return "nan"
|
||||
hh, mm, ss = self.hms()
|
||||
sign = '-' if self < 0 else ''
|
||||
if hh > 0:
|
||||
return '{}{:d}:{:02d}:{:02.0f}'.format(sign, hh, mm, ss)
|
||||
elif mm > 0:
|
||||
return '{}{:d}:{:04.1f}'.format(sign, mm, ss)
|
||||
elif ss > 1:
|
||||
return '{}{:.1f} s'.format(sign, ss)
|
||||
else:
|
||||
return '{}{:.2f} s'.format(sign, ss)
|
||||
|
||||
def gv_value(self):
|
||||
"""Value formatting for visualization"""
|
||||
if self != self:
|
||||
return "null"
|
||||
hh, mm, ss = self.hms()
|
||||
return [hh, mm, int(ss), int(ss*1000) % 1000]
|
||||
|
||||
|
||||
class SizeVal(MeasurementVal):
|
||||
"""Class representing time values"""
|
||||
quantity = 'size'
|
||||
gv_title = 'size in MiB'
|
||||
gv_data_type = 'number'
|
||||
|
||||
def __str__(self):
|
||||
if self != self:
|
||||
return "nan"
|
||||
if abs(self) < 1024:
|
||||
return '{:.1f} kiB'.format(self)
|
||||
elif abs(self) < 1048576:
|
||||
return '{:.2f} MiB'.format(self / 1024)
|
||||
else:
|
||||
return '{:.2f} GiB'.format(self / 1048576)
|
||||
|
||||
def gv_value(self):
|
||||
"""Value formatting for visualization"""
|
||||
if self != self:
|
||||
return "null"
|
||||
return self / 1024
|
||||
|
||||
def measurement_stats(meas, prefix=''):
|
||||
"""Get statistics of a measurement"""
|
||||
if not meas:
|
||||
return {prefix + 'sample_cnt': 0,
|
||||
prefix + 'mean': MeasurementVal('nan'),
|
||||
prefix + 'stdev': MeasurementVal('nan'),
|
||||
prefix + 'variance': MeasurementVal('nan'),
|
||||
prefix + 'min': MeasurementVal('nan'),
|
||||
prefix + 'max': MeasurementVal('nan'),
|
||||
prefix + 'minus': MeasurementVal('nan'),
|
||||
prefix + 'plus': MeasurementVal('nan')}
|
||||
|
||||
stats = {'name': meas['name']}
|
||||
if meas['type'] == 'sysres':
|
||||
val_cls = TimeVal
|
||||
values = meas['values']['elapsed_time']
|
||||
elif meas['type'] == 'diskusage':
|
||||
val_cls = SizeVal
|
||||
values = meas['values']['size']
|
||||
else:
|
||||
raise Exception("Unknown measurement type '{}'".format(meas['type']))
|
||||
stats['val_cls'] = val_cls
|
||||
stats['quantity'] = val_cls.quantity
|
||||
stats[prefix + 'sample_cnt'] = len(values)
|
||||
|
||||
mean_val = val_cls(mean(values))
|
||||
min_val = val_cls(min(values))
|
||||
max_val = val_cls(max(values))
|
||||
|
||||
stats[prefix + 'mean'] = mean_val
|
||||
if len(values) > 1:
|
||||
stats[prefix + 'stdev'] = val_cls(stdev(values))
|
||||
stats[prefix + 'variance'] = val_cls(variance(values))
|
||||
else:
|
||||
stats[prefix + 'stdev'] = float('nan')
|
||||
stats[prefix + 'variance'] = float('nan')
|
||||
stats[prefix + 'min'] = min_val
|
||||
stats[prefix + 'max'] = max_val
|
||||
stats[prefix + 'minus'] = val_cls(mean_val - min_val)
|
||||
stats[prefix + 'plus'] = val_cls(max_val - mean_val)
|
||||
|
||||
return stats
|
||||
|
||||
|
|
@ -0,0 +1,531 @@
|
|||
#!/usr/bin/python3
|
||||
#
|
||||
# Examine build performance test results
|
||||
#
|
||||
# Copyright (c) 2017, Intel Corporation.
|
||||
#
|
||||
# This program is free software; you can redistribute it and/or modify it
|
||||
# under the terms and conditions of the GNU General Public License,
|
||||
# version 2, as published by the Free Software Foundation.
|
||||
#
|
||||
# This program is distributed in the hope it will be useful, but WITHOUT
|
||||
# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
|
||||
# FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for
|
||||
# more details.
|
||||
#
|
||||
import argparse
|
||||
import json
|
||||
import logging
|
||||
import os
|
||||
import re
|
||||
import sys
|
||||
from collections import namedtuple, OrderedDict
|
||||
from operator import attrgetter
|
||||
from xml.etree import ElementTree as ET
|
||||
|
||||
# Import oe libs
|
||||
scripts_path = os.path.dirname(os.path.realpath(__file__))
|
||||
sys.path.append(os.path.join(scripts_path, 'lib'))
|
||||
import scriptpath
|
||||
from build_perf import print_table
|
||||
from build_perf.report import (metadata_xml_to_json, results_xml_to_json,
|
||||
aggregate_data, aggregate_metadata, measurement_stats)
|
||||
from build_perf import html
|
||||
|
||||
scriptpath.add_oe_lib_path()
|
||||
|
||||
from oeqa.utils.git import GitRepo
|
||||
|
||||
|
||||
# Setup logging
|
||||
logging.basicConfig(level=logging.INFO, format="%(levelname)s: %(message)s")
|
||||
log = logging.getLogger('oe-build-perf-report')
|
||||
|
||||
|
||||
# Container class for tester revisions
|
||||
TestedRev = namedtuple('TestedRev', 'commit commit_number tags')
|
||||
|
||||
|
||||
def get_test_runs(repo, tag_name, **kwargs):
|
||||
"""Get a sorted list of test runs, matching given pattern"""
|
||||
# First, get field names from the tag name pattern
|
||||
field_names = [m.group(1) for m in re.finditer(r'{(\w+)}', tag_name)]
|
||||
undef_fields = [f for f in field_names if f not in kwargs.keys()]
|
||||
|
||||
# Fields for formatting tag name pattern
|
||||
str_fields = dict([(f, '*') for f in field_names])
|
||||
str_fields.update(kwargs)
|
||||
|
||||
# Get a list of all matching tags
|
||||
tag_pattern = tag_name.format(**str_fields)
|
||||
tags = repo.run_cmd(['tag', '-l', tag_pattern]).splitlines()
|
||||
log.debug("Found %d tags matching pattern '%s'", len(tags), tag_pattern)
|
||||
|
||||
# Parse undefined fields from tag names
|
||||
str_fields = dict([(f, r'(?P<{}>[\w\-.]+)'.format(f)) for f in field_names])
|
||||
str_fields['commit'] = '(?P<commit>[0-9a-f]{7,40})'
|
||||
str_fields['commit_number'] = '(?P<commit_number>[0-9]{1,7})'
|
||||
str_fields['tag_number'] = '(?P<tag_number>[0-9]{1,5})'
|
||||
str_fields.update(kwargs)
|
||||
tag_re = re.compile(tag_name.format(**str_fields))
|
||||
|
||||
# Parse fields from tags
|
||||
revs = []
|
||||
for tag in tags:
|
||||
m = tag_re.match(tag)
|
||||
groups = m.groupdict()
|
||||
revs.append([groups[f] for f in undef_fields] + [tag])
|
||||
|
||||
# Return field names and a sorted list of revs
|
||||
return undef_fields, sorted(revs)
|
||||
|
||||
def list_test_revs(repo, tag_name, **kwargs):
|
||||
"""Get list of all tested revisions"""
|
||||
fields, revs = get_test_runs(repo, tag_name, **kwargs)
|
||||
ignore_fields = ['tag_number']
|
||||
print_fields = [i for i, f in enumerate(fields) if f not in ignore_fields]
|
||||
|
||||
# Sort revs
|
||||
rows = [[fields[i].upper() for i in print_fields] + ['TEST RUNS']]
|
||||
prev = [''] * len(revs)
|
||||
for rev in revs:
|
||||
# Only use fields that we want to print
|
||||
rev = [rev[i] for i in print_fields]
|
||||
|
||||
if rev != prev:
|
||||
new_row = [''] * len(print_fields) + [1]
|
||||
for i in print_fields:
|
||||
if rev[i] != prev[i]:
|
||||
break
|
||||
new_row[i:-1] = rev[i:]
|
||||
rows.append(new_row)
|
||||
else:
|
||||
rows[-1][-1] += 1
|
||||
prev = rev
|
||||
|
||||
print_table(rows)
|
||||
|
||||
def get_test_revs(repo, tag_name, **kwargs):
|
||||
"""Get list of all tested revisions"""
|
||||
fields, runs = get_test_runs(repo, tag_name, **kwargs)
|
||||
|
||||
revs = {}
|
||||
commit_i = fields.index('commit')
|
||||
commit_num_i = fields.index('commit_number')
|
||||
for run in runs:
|
||||
commit = run[commit_i]
|
||||
commit_num = run[commit_num_i]
|
||||
tag = run[-1]
|
||||
if not commit in revs:
|
||||
revs[commit] = TestedRev(commit, commit_num, [tag])
|
||||
else:
|
||||
assert commit_num == revs[commit].commit_number, "Commit numbers do not match"
|
||||
revs[commit].tags.append(tag)
|
||||
|
||||
# Return in sorted table
|
||||
revs = sorted(revs.values(), key=attrgetter('commit_number'))
|
||||
log.debug("Found %d tested revisions:\n %s", len(revs),
|
||||
"\n ".join(['{} ({})'.format(rev.commit_number, rev.commit) for rev in revs]))
|
||||
return revs
|
||||
|
||||
def rev_find(revs, attr, val):
|
||||
"""Search from a list of TestedRev"""
|
||||
for i, rev in enumerate(revs):
|
||||
if getattr(rev, attr) == val:
|
||||
return i
|
||||
raise ValueError("Unable to find '{}' value '{}'".format(attr, val))
|
||||
|
||||
def is_xml_format(repo, commit):
|
||||
"""Check if the commit contains xml (or json) data"""
|
||||
if repo.rev_parse(commit + ':results.xml'):
|
||||
log.debug("Detected report in xml format in %s", commit)
|
||||
return True
|
||||
else:
|
||||
log.debug("No xml report in %s, assuming json formatted results", commit)
|
||||
return False
|
||||
|
||||
def read_results(repo, tags, xml=True):
|
||||
"""Read result files from repo"""
|
||||
|
||||
def parse_xml_stream(data):
|
||||
"""Parse multiple concatenated XML objects"""
|
||||
objs = []
|
||||
xml_d = ""
|
||||
for line in data.splitlines():
|
||||
if xml_d and line.startswith('<?xml version='):
|
||||
objs.append(ET.fromstring(xml_d))
|
||||
xml_d = line
|
||||
else:
|
||||
xml_d += line
|
||||
objs.append(ET.fromstring(xml_d))
|
||||
return objs
|
||||
|
||||
def parse_json_stream(data):
|
||||
"""Parse multiple concatenated JSON objects"""
|
||||
objs = []
|
||||
json_d = ""
|
||||
for line in data.splitlines():
|
||||
if line == '}{':
|
||||
json_d += '}'
|
||||
objs.append(json.loads(json_d, object_pairs_hook=OrderedDict))
|
||||
json_d = '{'
|
||||
else:
|
||||
json_d += line
|
||||
objs.append(json.loads(json_d, object_pairs_hook=OrderedDict))
|
||||
return objs
|
||||
|
||||
num_revs = len(tags)
|
||||
|
||||
# Optimize by reading all data with one git command
|
||||
log.debug("Loading raw result data from %d tags, %s...", num_revs, tags[0])
|
||||
if xml:
|
||||
git_objs = [tag + ':metadata.xml' for tag in tags] + [tag + ':results.xml' for tag in tags]
|
||||
data = parse_xml_stream(repo.run_cmd(['show'] + git_objs + ['--']))
|
||||
return ([metadata_xml_to_json(e) for e in data[0:num_revs]],
|
||||
[results_xml_to_json(e) for e in data[num_revs:]])
|
||||
else:
|
||||
git_objs = [tag + ':metadata.json' for tag in tags] + [tag + ':results.json' for tag in tags]
|
||||
data = parse_json_stream(repo.run_cmd(['show'] + git_objs + ['--']))
|
||||
return data[0:num_revs], data[num_revs:]
|
||||
|
||||
|
||||
def get_data_item(data, key):
|
||||
"""Nested getitem lookup"""
|
||||
for k in key.split('.'):
|
||||
data = data[k]
|
||||
return data
|
||||
|
||||
|
||||
def metadata_diff(metadata_l, metadata_r):
|
||||
"""Prepare a metadata diff for printing"""
|
||||
keys = [('Hostname', 'hostname', 'hostname'),
|
||||
('Branch', 'branch', 'layers.meta.branch'),
|
||||
('Commit number', 'commit_num', 'layers.meta.commit_count'),
|
||||
('Commit', 'commit', 'layers.meta.commit'),
|
||||
('Number of test runs', 'testrun_count', 'testrun_count')
|
||||
]
|
||||
|
||||
def _metadata_diff(key):
|
||||
"""Diff metadata from two test reports"""
|
||||
try:
|
||||
val1 = get_data_item(metadata_l, key)
|
||||
except KeyError:
|
||||
val1 = '(N/A)'
|
||||
try:
|
||||
val2 = get_data_item(metadata_r, key)
|
||||
except KeyError:
|
||||
val2 = '(N/A)'
|
||||
return val1, val2
|
||||
|
||||
metadata = OrderedDict()
|
||||
for title, key, key_json in keys:
|
||||
value_l, value_r = _metadata_diff(key_json)
|
||||
metadata[key] = {'title': title,
|
||||
'value_old': value_l,
|
||||
'value': value_r}
|
||||
return metadata
|
||||
|
||||
|
||||
def print_diff_report(metadata_l, data_l, metadata_r, data_r):
|
||||
"""Print differences between two data sets"""
|
||||
|
||||
# First, print general metadata
|
||||
print("\nTEST METADATA:\n==============")
|
||||
meta_diff = metadata_diff(metadata_l, metadata_r)
|
||||
rows = []
|
||||
row_fmt = ['{:{wid}} ', '{:<{wid}} ', '{:<{wid}}']
|
||||
rows = [['', 'CURRENT COMMIT', 'OOMPARING WITH']]
|
||||
for key, val in meta_diff.items():
|
||||
# Shorten commit hashes
|
||||
if key == 'commit':
|
||||
rows.append([val['title'] + ':', val['value'][:20], val['value_old'][:20]])
|
||||
else:
|
||||
rows.append([val['title'] + ':', val['value'], val['value_old']])
|
||||
print_table(rows, row_fmt)
|
||||
|
||||
|
||||
# Print test results
|
||||
print("\nTEST RESULTS:\n=============")
|
||||
|
||||
tests = list(data_l['tests'].keys())
|
||||
# Append tests that are only present in 'right' set
|
||||
tests += [t for t in list(data_r['tests'].keys()) if t not in tests]
|
||||
|
||||
# Prepare data to be printed
|
||||
rows = []
|
||||
row_fmt = ['{:8}', '{:{wid}}', '{:{wid}}', ' {:>{wid}}', ' {:{wid}} ', '{:{wid}}',
|
||||
' {:>{wid}}', ' {:>{wid}}']
|
||||
num_cols = len(row_fmt)
|
||||
for test in tests:
|
||||
test_l = data_l['tests'][test] if test in data_l['tests'] else None
|
||||
test_r = data_r['tests'][test] if test in data_r['tests'] else None
|
||||
pref = ' '
|
||||
if test_l is None:
|
||||
pref = '+'
|
||||
elif test_r is None:
|
||||
pref = '-'
|
||||
descr = test_l['description'] if test_l else test_r['description']
|
||||
heading = "{} {}: {}".format(pref, test, descr)
|
||||
|
||||
rows.append([heading])
|
||||
|
||||
# Generate the list of measurements
|
||||
meas_l = test_l['measurements'] if test_l else {}
|
||||
meas_r = test_r['measurements'] if test_r else {}
|
||||
measurements = list(meas_l.keys())
|
||||
measurements += [m for m in list(meas_r.keys()) if m not in measurements]
|
||||
|
||||
for meas in measurements:
|
||||
m_pref = ' '
|
||||
if meas in meas_l:
|
||||
stats_l = measurement_stats(meas_l[meas], 'l.')
|
||||
else:
|
||||
stats_l = measurement_stats(None, 'l.')
|
||||
m_pref = '+'
|
||||
if meas in meas_r:
|
||||
stats_r = measurement_stats(meas_r[meas], 'r.')
|
||||
else:
|
||||
stats_r = measurement_stats(None, 'r.')
|
||||
m_pref = '-'
|
||||
stats = stats_l.copy()
|
||||
stats.update(stats_r)
|
||||
|
||||
absdiff = stats['val_cls'](stats['r.mean'] - stats['l.mean'])
|
||||
reldiff = "{:+.1f} %".format(absdiff * 100 / stats['l.mean'])
|
||||
if stats['r.mean'] > stats['l.mean']:
|
||||
absdiff = '+' + str(absdiff)
|
||||
else:
|
||||
absdiff = str(absdiff)
|
||||
rows.append(['', m_pref, stats['name'] + ' ' + stats['quantity'],
|
||||
str(stats['l.mean']), '->', str(stats['r.mean']),
|
||||
absdiff, reldiff])
|
||||
rows.append([''] * num_cols)
|
||||
|
||||
print_table(rows, row_fmt)
|
||||
|
||||
print()
|
||||
|
||||
|
||||
def print_html_report(data, id_comp):
|
||||
"""Print report in html format"""
|
||||
# Handle metadata
|
||||
metadata = {'branch': {'title': 'Branch', 'value': 'master'},
|
||||
'hostname': {'title': 'Hostname', 'value': 'foobar'},
|
||||
'commit': {'title': 'Commit', 'value': '1234'}
|
||||
}
|
||||
metadata = metadata_diff(data[id_comp][0], data[-1][0])
|
||||
|
||||
|
||||
# Generate list of tests
|
||||
tests = []
|
||||
for test in data[-1][1]['tests'].keys():
|
||||
test_r = data[-1][1]['tests'][test]
|
||||
new_test = {'name': test_r['name'],
|
||||
'description': test_r['description'],
|
||||
'status': test_r['status'],
|
||||
'measurements': [],
|
||||
'err_type': test_r.get('err_type'),
|
||||
}
|
||||
# Limit length of err output shown
|
||||
if 'message' in test_r:
|
||||
lines = test_r['message'].splitlines()
|
||||
if len(lines) > 20:
|
||||
new_test['message'] = '...\n' + '\n'.join(lines[-20:])
|
||||
else:
|
||||
new_test['message'] = test_r['message']
|
||||
|
||||
|
||||
# Generate the list of measurements
|
||||
for meas in test_r['measurements'].keys():
|
||||
meas_r = test_r['measurements'][meas]
|
||||
meas_type = 'time' if meas_r['type'] == 'sysres' else 'size'
|
||||
new_meas = {'name': meas_r['name'],
|
||||
'legend': meas_r['legend'],
|
||||
'description': meas_r['name'] + ' ' + meas_type,
|
||||
}
|
||||
samples = []
|
||||
|
||||
# Run through all revisions in our data
|
||||
for meta, test_data in data:
|
||||
if (not test in test_data['tests'] or
|
||||
not meas in test_data['tests'][test]['measurements']):
|
||||
samples.append(measurement_stats(None))
|
||||
continue
|
||||
test_i = test_data['tests'][test]
|
||||
meas_i = test_i['measurements'][meas]
|
||||
commit_num = get_data_item(meta, 'layers.meta.commit_count')
|
||||
samples.append(measurement_stats(meas_i))
|
||||
samples[-1]['commit_num'] = commit_num
|
||||
|
||||
absdiff = samples[-1]['val_cls'](samples[-1]['mean'] - samples[id_comp]['mean'])
|
||||
new_meas['absdiff'] = absdiff
|
||||
new_meas['absdiff_str'] = str(absdiff) if absdiff < 0 else '+' + str(absdiff)
|
||||
new_meas['reldiff'] = "{:+.1f} %".format(absdiff * 100 / samples[id_comp]['mean'])
|
||||
new_meas['samples'] = samples
|
||||
new_meas['value'] = samples[-1]
|
||||
new_meas['value_type'] = samples[-1]['val_cls']
|
||||
|
||||
new_test['measurements'].append(new_meas)
|
||||
tests.append(new_test)
|
||||
|
||||
# Chart options
|
||||
chart_opts = {'haxis': {'min': get_data_item(data[0][0], 'layers.meta.commit_count'),
|
||||
'max': get_data_item(data[0][0], 'layers.meta.commit_count')}
|
||||
}
|
||||
|
||||
print(html.template.render(metadata=metadata, test_data=tests, chart_opts=chart_opts))
|
||||
|
||||
|
||||
def auto_args(repo, args):
|
||||
"""Guess arguments, if not defined by the user"""
|
||||
# Get the latest commit in the repo
|
||||
log.debug("Guessing arguments from the latest commit")
|
||||
msg = repo.run_cmd(['log', '-1', '--all', '--format=%b'])
|
||||
for line in msg.splitlines():
|
||||
split = line.split(':', 1)
|
||||
if len(split) != 2:
|
||||
continue
|
||||
|
||||
key = split[0]
|
||||
val = split[1].strip()
|
||||
if key == 'hostname':
|
||||
log.debug("Using hostname %s", val)
|
||||
args.hostname = val
|
||||
elif key == 'branch':
|
||||
log.debug("Using branch %s", val)
|
||||
args.branch = val
|
||||
|
||||
|
||||
def parse_args(argv):
|
||||
"""Parse command line arguments"""
|
||||
description = """
|
||||
Examine build performance test results from a Git repository"""
|
||||
parser = argparse.ArgumentParser(
|
||||
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
|
||||
description=description)
|
||||
|
||||
parser.add_argument('--debug', '-d', action='store_true',
|
||||
help="Verbose logging")
|
||||
parser.add_argument('--repo', '-r', required=True,
|
||||
help="Results repository (local git clone)")
|
||||
parser.add_argument('--list', '-l', action='store_true',
|
||||
help="List available test runs")
|
||||
parser.add_argument('--html', action='store_true',
|
||||
help="Generate report in html format")
|
||||
group = parser.add_argument_group('Tag and revision')
|
||||
group.add_argument('--tag-name', '-t',
|
||||
default='{hostname}/{branch}/{machine}/{commit_number}-g{commit}/{tag_number}',
|
||||
help="Tag name (pattern) for finding results")
|
||||
group.add_argument('--hostname', '-H')
|
||||
group.add_argument('--branch', '-B', default='master')
|
||||
group.add_argument('--machine', default='qemux86')
|
||||
group.add_argument('--history-length', default=25, type=int,
|
||||
help="Number of tested revisions to plot in html report")
|
||||
group.add_argument('--commit',
|
||||
help="Revision to search for")
|
||||
group.add_argument('--commit-number',
|
||||
help="Revision number to search for, redundant if "
|
||||
"--commit is specified")
|
||||
group.add_argument('--commit2',
|
||||
help="Revision to compare with")
|
||||
group.add_argument('--commit-number2',
|
||||
help="Revision number to compare with, redundant if "
|
||||
"--commit2 is specified")
|
||||
|
||||
return parser.parse_args(argv)
|
||||
|
||||
|
||||
def main(argv=None):
|
||||
"""Script entry point"""
|
||||
args = parse_args(argv)
|
||||
if args.debug:
|
||||
log.setLevel(logging.DEBUG)
|
||||
|
||||
repo = GitRepo(args.repo)
|
||||
|
||||
if args.list:
|
||||
list_test_revs(repo, args.tag_name)
|
||||
return 0
|
||||
|
||||
# Determine hostname which to use
|
||||
if not args.hostname:
|
||||
auto_args(repo, args)
|
||||
|
||||
revs = get_test_revs(repo, args.tag_name, hostname=args.hostname,
|
||||
branch=args.branch, machine=args.machine)
|
||||
if len(revs) < 2:
|
||||
log.error("%d tester revisions found, unable to generate report",
|
||||
len(revs))
|
||||
return 1
|
||||
|
||||
# Pick revisions
|
||||
if args.commit:
|
||||
if args.commit_number:
|
||||
log.warning("Ignoring --commit-number as --commit was specified")
|
||||
index1 = rev_find(revs, 'commit', args.commit)
|
||||
elif args.commit_number:
|
||||
index1 = rev_find(revs, 'commit_number', args.commit_number)
|
||||
else:
|
||||
index1 = len(revs) - 1
|
||||
|
||||
if args.commit2:
|
||||
if args.commit_number2:
|
||||
log.warning("Ignoring --commit-number2 as --commit2 was specified")
|
||||
index2 = rev_find(revs, 'commit', args.commit2)
|
||||
elif args.commit_number2:
|
||||
index2 = rev_find(revs, 'commit_number', args.commit_number2)
|
||||
else:
|
||||
if index1 > 0:
|
||||
index2 = index1 - 1
|
||||
else:
|
||||
log.error("Unable to determine the other commit, use "
|
||||
"--commit2 or --commit-number2 to specify it")
|
||||
return 1
|
||||
|
||||
index_l = min(index1, index2)
|
||||
index_r = max(index1, index2)
|
||||
|
||||
rev_l = revs[index_l]
|
||||
rev_r = revs[index_r]
|
||||
log.debug("Using 'left' revision %s (%s), %s test runs:\n %s",
|
||||
rev_l.commit_number, rev_l.commit, len(rev_l.tags),
|
||||
'\n '.join(rev_l.tags))
|
||||
log.debug("Using 'right' revision %s (%s), %s test runs:\n %s",
|
||||
rev_r.commit_number, rev_r.commit, len(rev_r.tags),
|
||||
'\n '.join(rev_r.tags))
|
||||
|
||||
# Check report format used in the repo (assume all reports in the same fmt)
|
||||
xml = is_xml_format(repo, revs[index_r].tags[-1])
|
||||
|
||||
if args.html:
|
||||
index_0 = max(0, index_r - args.history_length)
|
||||
rev_range = range(index_0, index_r + 1)
|
||||
else:
|
||||
# We do not need range of commits for text report (no graphs)
|
||||
index_0 = index_l
|
||||
rev_range = (index_l, index_r)
|
||||
|
||||
# Read raw data
|
||||
log.debug("Reading %d revisions, starting from %s (%s)",
|
||||
len(rev_range), revs[index_0].commit_number, revs[index_0].commit)
|
||||
raw_data = [read_results(repo, revs[i].tags, xml) for i in rev_range]
|
||||
|
||||
data = []
|
||||
for raw_m, raw_d in raw_data:
|
||||
data.append((aggregate_metadata(raw_m), aggregate_data(raw_d)))
|
||||
|
||||
# Re-map list indexes to the new table starting from index 0
|
||||
index_r = index_r - index_0
|
||||
index_l = index_l - index_0
|
||||
|
||||
# Print report
|
||||
if not args.html:
|
||||
print_diff_report(data[index_l][0], data[index_l][1],
|
||||
data[index_r][0], data[index_r][1])
|
||||
else:
|
||||
print_html_report(data, index_l)
|
||||
|
||||
return 0
|
||||
|
||||
if __name__ == "__main__":
|
||||
sys.exit(main())
|
||||
Loading…
Reference in New Issue