performance comparison

This commit is contained in:
Alexander Kuzmenkov 2020-03-03 16:38:45 +03:00
parent 49c0642c49
commit f2ca21e1ee

View File

@ -7,6 +7,7 @@ import clickhouse_driver
import xml.etree.ElementTree as et
import argparse
import pprint
import string
import time
import traceback
@ -56,22 +57,23 @@ for s in servers:
report_stage_end('connect')
# Process substitutions
# Process query parameters
subst_elems = root.findall('substitutions/substitution')
parameter_keys = [] # ['table', 'limit' ]
parameter_value_arrays = [] # [['hits_100m', 'hits_10m'], ['1', '10']]
parameter_combinations = [] # [{table: hits_100m, limit: 1}, ...]
for se in subst_elems:
parameter_keys.append(se.find('name').text)
parameter_value_arrays.append([v.text for v in se.findall('values/value')])
parameter_combinations = [dict(zip(parameter_keys, parameter_combination)) for parameter_combination in itertools.product(*parameter_value_arrays)]
available_parameters = {} # { 'table': ['hits_10m', 'hits_100m'], ... }
for e in subst_elems:
available_parameters[e.find('name').text] = [v.text for v in e.findall('values/value')]
# Take care to keep the order of queries -- sometimes we have DROP IF EXISTS
# followed by CREATE in create queries section, so the order matters.
def substitute_parameters(query_templates, parameter_combinations):
return [template.format(**parameters) for template, parameters
in itertools.product(query_templates, parameter_combinations)]
def substitute_parameters(query_templates):
result = []
for q in query_templates:
keys = set(n for _, n, _, _ in string.Formatter().parse(q) if n)
values = [available_parameters[k] for k in keys]
result.extend([
q.format(**dict(zip(keys, values_combo)))
for values_combo in itertools.product(*values)])
return result
report_stage_end('substitute')
@ -79,7 +81,7 @@ report_stage_end('substitute')
# clickhouse_driver disconnects on error (this is not configurable), and the new
# connection loses the changes in settings.
drop_query_templates = [q.text for q in root.findall('drop_query')]
drop_queries = substitute_parameters(drop_query_templates, parameter_combinations)
drop_queries = substitute_parameters(drop_query_templates)
for c in connections:
for q in drop_queries:
try:
@ -113,14 +115,14 @@ report_stage_end('preconditions')
# Run create queries
create_query_templates = [q.text for q in root.findall('create_query')]
create_queries = substitute_parameters(create_query_templates, parameter_combinations)
create_queries = substitute_parameters(create_query_templates)
for c in connections:
for q in create_queries:
c.execute(q)
# Run fill queries
fill_query_templates = [q.text for q in root.findall('fill_query')]
fill_queries = substitute_parameters(fill_query_templates, parameter_combinations)
fill_queries = substitute_parameters(fill_query_templates)
for c in connections:
for q in fill_queries:
c.execute(q)
@ -132,7 +134,7 @@ def tsv_escape(s):
return s.replace('\\', '\\\\').replace('\t', '\\t').replace('\n', '\\n').replace('\r','')
test_query_templates = [q.text for q in root.findall('query')]
test_queries = substitute_parameters(test_query_templates, parameter_combinations)
test_queries = substitute_parameters(test_query_templates)
report_stage_end('substitute2')
@ -162,7 +164,7 @@ report_stage_end('benchmark')
# Run drop queries
drop_query_templates = [q.text for q in root.findall('drop_query')]
drop_queries = substitute_parameters(drop_query_templates, parameter_combinations)
drop_queries = substitute_parameters(drop_query_templates)
for c in connections:
for q in drop_queries:
c.execute(q)