mirror of
https://github.com/ClickHouse/ClickHouse.git
synced 2024-09-20 16:50:48 +00:00
651 lines
20 KiB
Python
Executable File
651 lines
20 KiB
Python
Executable File
#!/usr/bin/python3
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import argparse
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import ast
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import collections
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import csv
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import itertools
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import json
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import os
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import os.path
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import pprint
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import sys
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import traceback
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parser = argparse.ArgumentParser(description='Create performance test report')
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parser.add_argument('--report', default='main', choices=['main', 'all-queries'],
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help='Which report to build')
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args = parser.parse_args()
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tables = []
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errors_explained = []
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report_errors = []
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error_tests = 0
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slow_average_tests = 0
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faster_queries = 0
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slower_queries = 0
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unstable_queries = 0
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very_unstable_queries = 0
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unstable_partial_queries = 0
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# max seconds to run one query by itself, not counting preparation
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allowed_single_run_time = 2
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color_bad='#ffb0c0'
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color_good='#b0d050'
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header_template = """
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<!DOCTYPE html>
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<html lang="en">
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<link rel="preload" as="font" href="https://yastatic.net/adv-www/_/sUYVCPUAQE7ExrvMS7FoISoO83s.woff2" type="font/woff2" crossorigin="anonymous"/>
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<style>
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@font-face {{
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font-family:'Yandex Sans Display Web';
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src:url(https://yastatic.net/adv-www/_/H63jN0veW07XQUIA2317lr9UIm8.eot);
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src:url(https://yastatic.net/adv-www/_/H63jN0veW07XQUIA2317lr9UIm8.eot?#iefix) format('embedded-opentype'),
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url(https://yastatic.net/adv-www/_/sUYVCPUAQE7ExrvMS7FoISoO83s.woff2) format('woff2'),
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url(https://yastatic.net/adv-www/_/v2Sve_obH3rKm6rKrtSQpf-eB7U.woff) format('woff'),
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url(https://yastatic.net/adv-www/_/PzD8hWLMunow5i3RfJ6WQJAL7aI.ttf) format('truetype'),
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url(https://yastatic.net/adv-www/_/lF_KG5g4tpQNlYIgA0e77fBSZ5s.svg#YandexSansDisplayWeb-Regular) format('svg');
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font-weight:400;
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font-style:normal;
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font-stretch:normal;
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font-display: swap;
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}}
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body {{
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font-family: "Yandex Sans Display Web", Arial, sans-serif;
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background: #EEE;
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}}
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a {{ color: #06F; text-decoration: none; }}
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a:hover, a:active {{ color: #F40; text-decoration: underline; }}
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.main {{ margin: auto; max-width: 95%; }}
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p.links a {{
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padding: 5px; margin: 3px; background: #FFF; line-height: 2;
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white-space: nowrap;
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box-shadow: 0 0 0 1px rgba(0, 0, 0, 0.05), 0 8px 25px -5px rgba(0, 0, 0, 0.1);
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}}
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.cancela,.cancela:link,.cancela:visited,.cancela:hover,
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.cancela:focus,.cancela:active {{
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color: inherit;
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text-decoration: none;
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}}
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table {{
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border: none;
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border-spacing: 0px;
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line-height: 1.5;
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box-shadow: 0 0 0 1px rgba(0, 0, 0, 0.05), 0 8px 25px -5px rgba(0, 0, 0, 0.1);
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text-align: left;
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}}
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th, td {{
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border: none;
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padding: 5px;
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vertical-align: top;
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background-color: #FFF;
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font-family: sans-serif;
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}}
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th {{
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border-bottom: 2px solid black;
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}}
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tr:nth-child(odd) td {{filter: brightness(90%);}}
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.unexpected-query-duration tr :nth-child(2),
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.unexpected-query-duration tr :nth-child(3),
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.unexpected-query-duration tr :nth-child(5),
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.all-query-times tr :nth-child(1),
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.all-query-times tr :nth-child(2),
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.all-query-times tr :nth-child(3),
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.all-query-times tr :nth-child(4),
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.all-query-times tr :nth-child(5),
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.all-query-times tr :nth-child(7),
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.changes-in-performance tr :nth-child(1),
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.changes-in-performance tr :nth-child(2),
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.changes-in-performance tr :nth-child(3),
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.changes-in-performance tr :nth-child(4),
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.changes-in-performance tr :nth-child(5),
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.changes-in-performance tr :nth-child(7),
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.unstable-queries tr :nth-child(1),
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.unstable-queries tr :nth-child(2),
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.unstable-queries tr :nth-child(3),
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.unstable-queries tr :nth-child(4),
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.unstable-queries tr :nth-child(6),
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.test-performance-changes tr :nth-child(2),
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.test-performance-changes tr :nth-child(3),
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.test-performance-changes tr :nth-child(4),
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.test-performance-changes tr :nth-child(5),
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.test-performance-changes tr :nth-child(6),
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.test-times tr :nth-child(2),
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.test-times tr :nth-child(3),
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.test-times tr :nth-child(4),
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.test-times tr :nth-child(5),
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.test-times tr :nth-child(6),
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.test-times tr :nth-child(7),
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.concurrent-benchmarks tr :nth-child(2),
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.concurrent-benchmarks tr :nth-child(3),
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.concurrent-benchmarks tr :nth-child(4),
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.concurrent-benchmarks tr :nth-child(5),
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.metric-changes tr :nth-child(2),
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.metric-changes tr :nth-child(3),
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.metric-changes tr :nth-child(4),
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.metric-changes tr :nth-child(5)
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{{ text-align: right; }}
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</style>
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<title>Clickhouse performance comparison</title>
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</head>
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<body>
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<div class="main">
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<h1>ClickHouse performance comparison</h1>
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"""
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table_anchor = 0
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row_anchor = 0
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def currentTableAnchor():
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global table_anchor
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return f'{table_anchor}'
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def newTableAnchor():
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global table_anchor
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table_anchor += 1
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return currentTableAnchor()
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def currentRowAnchor():
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global row_anchor
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global table_anchor
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return f'{table_anchor}.{row_anchor}'
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def nextRowAnchor():
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global row_anchor
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global table_anchor
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return f'{table_anchor}.{row_anchor + 1}'
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def advanceRowAnchor():
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global row_anchor
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global table_anchor
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row_anchor += 1
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return currentRowAnchor()
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def tr(x, anchor=None):
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#return '<tr onclick="location.href=\'#{a}\'" id={a}>{x}</tr>'.format(a=a, x=str(x))
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anchor = anchor if anchor else advanceRowAnchor()
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return f'<tr id={anchor}>{x}</tr>'
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def td(value, cell_attributes = ''):
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return '<td {cell_attributes}>{value}</td>'.format(
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cell_attributes = cell_attributes,
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value = value)
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def th(value, cell_attributes = ''):
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return '<th {cell_attributes}>{value}</th>'.format(
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cell_attributes = cell_attributes,
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value = value)
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def tableRow(cell_values, cell_attributes = [], anchor=None):
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return tr(
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''.join([td(v, a)
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for v, a in itertools.zip_longest(
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cell_values, cell_attributes,
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fillvalue = '')
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if a is not None and v is not None]),
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anchor)
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def tableHeader(cell_values, cell_attributes = []):
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return tr(
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''.join([th(v, a)
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for v, a in itertools.zip_longest(
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cell_values, cell_attributes,
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fillvalue = '')
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if a is not None and v is not None]))
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def tableStart(title):
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cls = '-'.join(title.lower().split(' ')[:3]);
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global table_anchor
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table_anchor = cls
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anchor = currentTableAnchor()
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help_anchor = '-'.join(title.lower().split(' '));
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return f"""
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<h2 id="{anchor}">
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<a class="cancela" href="#{anchor}">{title}</a>
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<a class="cancela" href="https://github.com/ClickHouse/ClickHouse/tree/master/docker/test/performance-comparison#{help_anchor}"><sup style="color: #888">?</sup></a>
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</h2>
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<table class="{cls}">
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"""
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def tableEnd():
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return '</table>'
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def tsvRows(n):
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result = []
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try:
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with open(n, encoding='utf-8') as fd:
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return [row for row in csv.reader(fd, delimiter="\t", quotechar='"')]
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except:
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report_errors.append(
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traceback.format_exception_only(
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*sys.exc_info()[:2])[-1])
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pass
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return []
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def htmlRows(n):
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rawRows = tsvRows(n)
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result = ''
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for row in rawRows:
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result += tableRow(row)
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return result
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def addSimpleTable(caption, columns, rows, pos=None):
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global tables
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text = ''
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if not rows:
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return
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text += tableStart(caption)
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text += tableHeader(columns)
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for row in rows:
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text += tableRow(row)
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text += tableEnd()
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tables.insert(pos if pos else len(tables), text)
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def add_tested_commits():
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global report_errors
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try:
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addSimpleTable('Tested Commits', ['Old', 'New'],
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[['<pre>{}</pre>'.format(x) for x in
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[open('left-commit.txt').read(),
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open('right-commit.txt').read()]]])
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except:
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# Don't fail if no commit info -- maybe it's a manual run.
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report_errors.append(
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traceback.format_exception_only(
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*sys.exc_info()[:2])[-1])
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pass
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def add_report_errors():
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global tables
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global report_errors
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# Add the errors reported by various steps of comparison script
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try:
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report_errors += [l.strip() for l in open('report/errors.log')]
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except:
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report_errors.append(
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traceback.format_exception_only(
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*sys.exc_info()[:2])[-1])
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pass
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if not report_errors:
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return
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text = tableStart('Errors while Building the Report')
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text += tableHeader(['Error'])
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for x in report_errors:
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text += tableRow([x])
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text += tableEnd()
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# Insert after Tested Commits
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tables.insert(1, text)
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errors_explained.append([f'<a href="#{currentTableAnchor()}">There were some errors while building the report</a>']);
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def add_errors_explained():
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if not errors_explained:
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return
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text = '<a name="fail1"/>'
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text += tableStart('Error Summary')
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text += tableHeader(['Description'])
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for row in errors_explained:
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text += tableRow(row)
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text += tableEnd()
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global tables
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tables.insert(1, text)
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if args.report == 'main':
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print((header_template.format()))
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add_tested_commits()
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run_error_rows = tsvRows('run-errors.tsv')
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error_tests += len(run_error_rows)
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addSimpleTable('Run Errors', ['Test', 'Error'], run_error_rows)
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if run_error_rows:
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errors_explained.append([f'<a href="#{currentTableAnchor()}">There were some errors while running the tests</a>']);
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slow_on_client_rows = tsvRows('report/slow-on-client.tsv')
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error_tests += len(slow_on_client_rows)
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addSimpleTable('Slow on Client',
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['Client time, s', 'Server time, s', 'Ratio', 'Test', 'Query'],
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slow_on_client_rows)
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if slow_on_client_rows:
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errors_explained.append([f'<a href="#{currentTableAnchor()}">Some queries are taking noticeable time client-side (missing `FORMAT Null`?)</a>']);
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unmarked_short_rows = tsvRows('report/unexpected-query-duration.tsv')
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error_tests += len(unmarked_short_rows)
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addSimpleTable('Unexpected Query Duration',
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['Problem', 'Marked as "short"?', 'Run time, s', 'Test', '#', 'Query'],
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unmarked_short_rows)
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if unmarked_short_rows:
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errors_explained.append([f'<a href="#{currentTableAnchor()}">Some queries have unexpected duration</a>']);
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def add_partial():
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rows = tsvRows('report/partial-queries-report.tsv')
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if not rows:
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return
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global unstable_partial_queries, slow_average_tests, tables
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text = tableStart('Partial Queries')
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columns = ['Median time, s', 'Relative time variance', 'Test', '#', 'Query']
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text += tableHeader(columns)
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attrs = ['' for c in columns]
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for row in rows:
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anchor = f'{currentTableAnchor()}.{row[2]}.{row[3]}'
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if float(row[1]) > 0.10:
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attrs[1] = f'style="background: {color_bad}"'
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unstable_partial_queries += 1
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errors_explained.append([f'<a href="#{anchor}">The query no. {row[3]} of test \'{row[2]}\' has excessive variance of run time. Keep it below 10%</a>'])
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else:
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attrs[1] = ''
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if float(row[0]) > allowed_single_run_time:
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attrs[0] = f'style="background: {color_bad}"'
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errors_explained.append([f'<a href="#{anchor}">The query no. {row[3]} of test \'{row[2]}\' is taking too long to run. Keep the run time below {allowed_single_run_time} seconds"</a>'])
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slow_average_tests += 1
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else:
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attrs[0] = ''
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text += tableRow(row, attrs, anchor)
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text += tableEnd()
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tables.append(text)
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add_partial()
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def add_changes():
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rows = tsvRows('report/changed-perf.tsv')
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if not rows:
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return
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global faster_queries, slower_queries, tables
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text = tableStart('Changes in Performance')
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columns = [
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'Old, s', # 0
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'New, s', # 1
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'Ratio of speedup (-) or slowdown (+)', # 2
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'Relative difference (new − old) / old', # 3
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'p < 0.01 threshold', # 4
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'', # Failed # 5
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'Test', # 6
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'#', # 7
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'Query', # 8
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]
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attrs = ['' for c in columns]
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attrs[5] = None
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text += tableHeader(columns, attrs)
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for row in rows:
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anchor = f'{currentTableAnchor()}.{row[6]}.{row[7]}'
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if int(row[5]):
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if float(row[3]) < 0.:
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faster_queries += 1
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attrs[2] = attrs[3] = f'style="background: {color_good}"'
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else:
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slower_queries += 1
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attrs[2] = attrs[3] = f'style="background: {color_bad}"'
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errors_explained.append([f'<a href="#{anchor}">The query no. {row[7]} of test \'{row[6]}\' has slowed down</a>'])
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else:
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attrs[2] = attrs[3] = ''
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text += tableRow(row, attrs, anchor)
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text += tableEnd()
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tables.append(text)
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add_changes()
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def add_unstable_queries():
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global unstable_queries, very_unstable_queries, tables
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unstable_rows = tsvRows('report/unstable-queries.tsv')
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if not unstable_rows:
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return
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unstable_queries += len(unstable_rows)
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columns = [
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'Old, s', #0
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'New, s', #1
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'Relative difference (new - old)/old', #2
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'p < 0.01 threshold', #3
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'', # Failed #4
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'Test', #5
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'#', #6
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'Query' #7
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]
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attrs = ['' for c in columns]
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attrs[4] = None
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text = tableStart('Unstable Queries')
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text += tableHeader(columns, attrs)
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for r in unstable_rows:
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anchor = f'{currentTableAnchor()}.{r[5]}.{r[6]}'
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if int(r[4]):
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very_unstable_queries += 1
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attrs[3] = f'style="background: {color_bad}"'
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else:
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attrs[3] = ''
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text += tableRow(r, attrs, anchor)
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text += tableEnd()
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tables.append(text)
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add_unstable_queries()
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skipped_tests_rows = tsvRows('analyze/skipped-tests.tsv')
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addSimpleTable('Skipped Tests', ['Test', 'Reason'], skipped_tests_rows)
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addSimpleTable('Test Performance Changes',
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['Test', 'Ratio of speedup (-) or slowdown (+)', 'Queries', 'Total not OK', 'Changed perf', 'Unstable'],
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tsvRows('report/test-perf-changes.tsv'))
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def add_test_times():
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global slow_average_tests, tables
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rows = tsvRows('report/test-times.tsv')
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if not rows:
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return
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columns = [
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'Test', #0
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'Wall clock time, entire test, s', #1
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'Total client time for measured query runs, s', #2
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'Queries', #3
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'Longest query, total for measured runs, s', #4
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'Wall clock time per query, s', #5
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'Shortest query, total for measured runs, s', #6
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'', # Runs #7
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]
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attrs = ['' for c in columns]
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attrs[7] = None
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text = tableStart('Test Times')
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text += tableHeader(columns, attrs)
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allowed_average_run_time = 1.6 # 30 seconds per test at 7 runs
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for r in rows:
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anchor = f'{currentTableAnchor()}.{r[0]}'
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total_runs = (int(r[7]) + 1) * 2 # one prewarm run, two servers
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if r[0] != 'Total' and float(r[5]) > allowed_average_run_time * total_runs:
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# FIXME should be 15s max -- investigate parallel_insert
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slow_average_tests += 1
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attrs[5] = f'style="background: {color_bad}"'
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errors_explained.append([f'<a href="#{anchor}">The test \'{r[0]}\' is too slow to run as a whole. Investigate whether the create and fill queries can be sped up'])
|
|
else:
|
|
attrs[5] = ''
|
|
|
|
if r[0] != 'Total' and float(r[4]) > allowed_single_run_time * total_runs:
|
|
slow_average_tests += 1
|
|
attrs[4] = f'style="background: {color_bad}"'
|
|
errors_explained.append([f'<a href="./all-queries.html#all-query-times.{r[0]}.0">Some query of the test \'{r[0]}\' is too slow to run. See the all queries report'])
|
|
else:
|
|
attrs[4] = ''
|
|
|
|
text += tableRow(r, attrs, anchor)
|
|
|
|
text += tableEnd()
|
|
tables.append(text)
|
|
|
|
add_test_times()
|
|
|
|
addSimpleTable('Metric Changes',
|
|
['Metric', 'Old median value', 'New median value',
|
|
'Relative difference', 'Times difference'],
|
|
tsvRows('metrics/changes.tsv'))
|
|
|
|
add_report_errors()
|
|
add_errors_explained()
|
|
|
|
for t in tables:
|
|
print(t)
|
|
|
|
print("""
|
|
</div>
|
|
<p class="links">
|
|
<a href="all-queries.html">All queries</a>
|
|
<a href="compare.log">Log</a>
|
|
<a href="output.7z">Test output</a>
|
|
</p>
|
|
</body>
|
|
</html>
|
|
""")
|
|
|
|
status = 'success'
|
|
message = 'See the report'
|
|
message_array = []
|
|
|
|
if slow_average_tests:
|
|
status = 'failure'
|
|
message_array.append(str(slow_average_tests) + ' too long')
|
|
|
|
if faster_queries:
|
|
message_array.append(str(faster_queries) + ' faster')
|
|
|
|
if slower_queries:
|
|
if slower_queries > 3:
|
|
status = 'failure'
|
|
message_array.append(str(slower_queries) + ' slower')
|
|
|
|
if unstable_partial_queries:
|
|
unstable_queries += unstable_partial_queries
|
|
error_tests += unstable_partial_queries
|
|
status = 'failure'
|
|
|
|
if unstable_queries:
|
|
message_array.append(str(unstable_queries) + ' unstable')
|
|
|
|
# Disabled before fix.
|
|
# if very_unstable_queries:
|
|
# status = 'failure'
|
|
|
|
error_tests += slow_average_tests
|
|
if error_tests:
|
|
status = 'failure'
|
|
message_array.insert(0, str(error_tests) + ' errors')
|
|
|
|
if message_array:
|
|
message = ', '.join(message_array)
|
|
|
|
if report_errors:
|
|
status = 'failure'
|
|
message = 'Errors while building the report.'
|
|
|
|
print(("""
|
|
<!--status: {status}-->
|
|
<!--message: {message}-->
|
|
""".format(status=status, message=message)))
|
|
|
|
elif args.report == 'all-queries':
|
|
|
|
print((header_template.format()))
|
|
|
|
add_tested_commits()
|
|
|
|
def add_all_queries():
|
|
rows = tsvRows('report/all-queries.tsv')
|
|
if not rows:
|
|
return
|
|
|
|
columns = [
|
|
'', # Changed #0
|
|
'', # Unstable #1
|
|
'Old, s', #2
|
|
'New, s', #3
|
|
'Ratio of speedup (-) or slowdown (+)', #4
|
|
'Relative difference (new − old) / old', #5
|
|
'p < 0.01 threshold', #6
|
|
'Test', #7
|
|
'#', #8
|
|
'Query', #9
|
|
]
|
|
attrs = ['' for c in columns]
|
|
attrs[0] = None
|
|
attrs[1] = None
|
|
|
|
text = tableStart('All Query Times')
|
|
text += tableHeader(columns, attrs)
|
|
|
|
for r in rows:
|
|
anchor = f'{currentTableAnchor()}.{r[7]}.{r[8]}'
|
|
if int(r[1]):
|
|
attrs[6] = f'style="background: {color_bad}"'
|
|
else:
|
|
attrs[6] = ''
|
|
|
|
if int(r[0]):
|
|
if float(r[5]) > 0.:
|
|
attrs[4] = attrs[5] = f'style="background: {color_bad}"'
|
|
else:
|
|
attrs[4] = attrs[5] = f'style="background: {color_good}"'
|
|
else:
|
|
attrs[4] = attrs[5] = ''
|
|
|
|
if (float(r[2]) + float(r[3])) / 2 > allowed_single_run_time:
|
|
attrs[2] = f'style="background: {color_bad}"'
|
|
attrs[3] = f'style="background: {color_bad}"'
|
|
else:
|
|
attrs[2] = ''
|
|
attrs[3] = ''
|
|
|
|
text += tableRow(r, attrs, anchor)
|
|
|
|
text += tableEnd()
|
|
tables.append(text)
|
|
|
|
add_all_queries()
|
|
add_report_errors()
|
|
for t in tables:
|
|
print(t)
|
|
|
|
print("""
|
|
</div>
|
|
<p class="links">
|
|
<a href="report.html">Main report</a>
|
|
<a href="compare.log">Log</a>
|
|
<a href="output.7z">Test output</a>
|
|
</p>
|
|
</body>
|
|
</html>
|
|
""")
|