mirror of
https://github.com/ClickHouse/ClickHouse.git
synced 2024-11-15 03:53:41 +00:00
748 lines
21 KiB
Python
Executable File
748 lines
21 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(
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"--report",
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default="main",
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choices=["main", "all-queries"],
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help="Which report to build",
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)
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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_backward_incompatible_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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<style>
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body {{
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font-family: "DejaVu Sans", "Noto Sans", Arial, sans-serif;
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background: #EEE;
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||
}}
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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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||
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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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||
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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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||
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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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||
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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, value=value
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)
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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, value=value
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)
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def tableRow(cell_values, cell_attributes=[], anchor=None):
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return tr(
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"".join(
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[
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td(v, a)
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for v, a in itertools.zip_longest(
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cell_values, cell_attributes, fillvalue=""
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)
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if a is not None and v is not None
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]
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),
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anchor,
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)
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def tableHeader(cell_values, cell_attributes=[]):
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return tr(
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"".join(
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[
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th(v, a)
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for v, a in itertools.zip_longest(
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cell_values, cell_attributes, fillvalue=""
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)
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if a is not None and v is not None
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]
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)
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)
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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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try:
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with open(n, encoding="utf-8") as fd:
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result = []
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for row in csv.reader(fd, delimiter="\t", quoting=csv.QUOTE_NONE):
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new_row = []
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for e in row:
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# The first one .encode('utf-8').decode('unicode-escape') decodes the escape characters from the strings.
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# The second one (encode('latin1').decode('utf-8')) fixes the changes with unicode vs utf-8 chars, so
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# 'Чем зÐ<C2B7>нимаеÑ<C2B5>ЬÑ<C2AC>Ñ<EFBFBD>' is transformed back into 'Чем зАнимаешЬся'.
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new_row.append(
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e.encode("utf-8")
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.decode("unicode-escape")
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.encode("latin1")
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.decode("utf-8")
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)
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result.append(new_row)
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return result
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except:
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report_errors.append(traceback.format_exception_only(*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(
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"Tested Commits",
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["Old", "New"],
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[
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[
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"<pre>{}</pre>".format(x)
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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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]
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]
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],
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)
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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(traceback.format_exception_only(*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(traceback.format_exception_only(*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(
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[
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f'<a href="#{currentTableAnchor()}">There were some errors while building the report</a>'
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]
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)
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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(
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[
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f'<a href="#{currentTableAnchor()}">There were some errors while running the tests</a>'
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]
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)
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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(
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"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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)
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if slow_on_client_rows:
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errors_explained.append(
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[
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f'<a href="#{currentTableAnchor()}">Some queries are taking noticeable time client-side (missing `FORMAT Null`?)</a>'
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]
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)
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def add_backward_incompatible():
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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_backward_incompatible_queries, slow_average_tests, tables
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text = tableStart("Backward-incompatible 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_backward_incompatible_queries += 1
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errors_explained.append(
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[
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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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]
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)
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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(
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[
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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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]
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)
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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)
|
||
text += tableEnd()
|
||
tables.append(text)
|
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|
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add_backward_incompatible()
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||
|
||
def add_changes():
|
||
rows = tsvRows("report/changed-perf.tsv")
|
||
if not rows:
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return
|
||
|
||
global faster_queries, slower_queries, tables
|
||
|
||
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
|
||
"p < 0.01 threshold", # 4
|
||
"", # Failed # 5
|
||
"Test", # 6
|
||
"#", # 7
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||
"Query", # 8
|
||
]
|
||
attrs = ["" for c in columns]
|
||
attrs[5] = None
|
||
|
||
text += tableHeader(columns, attrs)
|
||
|
||
for row in rows:
|
||
anchor = f"{currentTableAnchor()}.{row[6]}.{row[7]}"
|
||
if int(row[5]):
|
||
if float(row[3]) < 0.0:
|
||
faster_queries += 1
|
||
attrs[2] = attrs[3] = f'style="background: {color_good}"'
|
||
else:
|
||
slower_queries += 1
|
||
attrs[2] = attrs[3] = f'style="background: {color_bad}"'
|
||
errors_explained.append(
|
||
[
|
||
f"<a href=\"#{anchor}\">The query no. {row[7]} of test '{row[6]}' has slowed down</a>"
|
||
]
|
||
)
|
||
else:
|
||
attrs[2] = attrs[3] = ""
|
||
|
||
text += tableRow(row, attrs, anchor)
|
||
|
||
text += tableEnd()
|
||
tables.append(text)
|
||
|
||
add_changes()
|
||
|
||
def add_unstable_queries():
|
||
global unstable_queries, very_unstable_queries, tables
|
||
|
||
unstable_rows = tsvRows("report/unstable-queries.tsv")
|
||
if not unstable_rows:
|
||
return
|
||
|
||
unstable_queries += len(unstable_rows)
|
||
|
||
columns = [
|
||
"Old, s", # 0
|
||
"New, s", # 1
|
||
"Relative difference (new - old)/old", # 2
|
||
"p < 0.01 threshold", # 3
|
||
"", # Failed #4
|
||
"Test", # 5
|
||
"#", # 6
|
||
"Query", # 7
|
||
]
|
||
attrs = ["" for c in columns]
|
||
attrs[4] = None
|
||
|
||
text = tableStart("Unstable Queries")
|
||
text += tableHeader(columns, attrs)
|
||
|
||
for r in unstable_rows:
|
||
anchor = f"{currentTableAnchor()}.{r[5]}.{r[6]}"
|
||
if int(r[4]):
|
||
very_unstable_queries += 1
|
||
attrs[3] = f'style="background: {color_bad}"'
|
||
else:
|
||
attrs[3] = ""
|
||
# Just don't add the slightly unstable queries we don't consider
|
||
# errors. It's not clear what the user should do with them.
|
||
continue
|
||
|
||
text += tableRow(r, attrs, anchor)
|
||
|
||
text += tableEnd()
|
||
|
||
# Don't add an empty table.
|
||
if very_unstable_queries:
|
||
tables.append(text)
|
||
|
||
add_unstable_queries()
|
||
|
||
skipped_tests_rows = tsvRows("analyze/skipped-tests.tsv")
|
||
addSimpleTable("Skipped Tests", ["Test", "Reason"], skipped_tests_rows)
|
||
|
||
addSimpleTable(
|
||
"Test Performance Changes",
|
||
[
|
||
"Test",
|
||
"Ratio of speedup (-) or slowdown (+)",
|
||
"Queries",
|
||
"Total not OK",
|
||
"Changed perf",
|
||
"Unstable",
|
||
],
|
||
tsvRows("report/test-perf-changes.tsv"),
|
||
)
|
||
|
||
def add_test_times():
|
||
global slow_average_tests, tables
|
||
rows = tsvRows("report/test-times.tsv")
|
||
if not rows:
|
||
return
|
||
|
||
columns = [
|
||
"Test", # 0
|
||
"Wall clock time, entire test, s", # 1
|
||
"Total client time for measured query runs, s", # 2
|
||
"Queries", # 3
|
||
"Longest query, total for measured runs, s", # 4
|
||
"Wall clock time per query, s", # 5
|
||
"Shortest query, total for measured runs, s", # 6
|
||
"", # Runs #7
|
||
]
|
||
attrs = ["" for c in columns]
|
||
attrs[7] = None
|
||
|
||
text = tableStart("Test Times")
|
||
text += tableHeader(columns, attrs)
|
||
|
||
allowed_average_run_time = 3.75 # 60 seconds per test at (7 + 1) * 2 runs
|
||
for r in rows:
|
||
anchor = f"{currentTableAnchor()}.{r[0]}"
|
||
total_runs = (int(r[7]) + 1) * 2 # one prewarm run, two servers
|
||
if r[0] != "Total" and float(r[5]) > allowed_average_run_time * total_runs:
|
||
# FIXME should be 15s max -- investigate parallel_insert
|
||
slow_average_tests += 1
|
||
attrs[5] = f'style="background: {color_bad}"'
|
||
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(
|
||
f"""
|
||
</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>
|
||
{os.getenv("CHPC_ADD_REPORT_LINKS") or ''}
|
||
</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:
|
||
# This threshold should be synchronized with the value in https://github.com/ClickHouse/ClickHouse/blob/master/tests/ci/performance_comparison_check.py#L225
|
||
# False positives rate should be < 1%: https://shorturl.at/CDEK8
|
||
if slower_queries > 5:
|
||
status = "failure"
|
||
message_array.append(str(slower_queries) + " slower")
|
||
|
||
if unstable_backward_incompatible_queries:
|
||
very_unstable_queries += unstable_backward_incompatible_queries
|
||
status = "failure"
|
||
|
||
# Don't show mildly unstable queries, only the very unstable ones we
|
||
# treat as errors.
|
||
if very_unstable_queries:
|
||
message_array.append(str(very_unstable_queries) + " unstable")
|
||
# FIXME: uncomment the following lines when tests are stable and
|
||
# reliable
|
||
# if very_unstable_queries > 5:
|
||
# error_tests += very_unstable_queries
|
||
# status = "failure"
|
||
#
|
||
# error_tests += slow_average_tests
|
||
# FIXME: until here
|
||
|
||
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]) > 0.0:
|
||
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(
|
||
f"""
|
||
</div>
|
||
<p class="links">
|
||
<a href="report.html">Main report</a>
|
||
<a href="compare.log">Log</a>
|
||
<a href="output.7z">Test output</a>
|
||
{os.getenv("CHPC_ADD_REPORT_LINKS") or ''}
|
||
</p>
|
||
</body>
|
||
</html>
|
||
"""
|
||
)
|