kloudbuster/kloudbuster/fio_tool.py

118 lines
4.3 KiB
Python

# Copyright 2016 Cisco Systems, Inc. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.
#
import json
from kloudbuster.perf_tool import PerfTool
from hdrh.histogram import HdrHistogram
def assign_dict(dest, key, value, cond_key=None):
if not cond_key or cond_key in dest:
if value:
dest[key] = value
class FioTool(PerfTool):
def __init__(self, instance):
PerfTool.__init__(self, instance, 'fio')
def cmd_parser_run_client(self, status, stdout, stderr):
if status:
return self.parse_error(stderr)
# Sample Output:
# Refer to kloudbuster/fio_example.json for a sample output
parsed_output = {'tool': self.name}
try:
result = json.loads(stdout)
assign_dict(parsed_output, 'tool', result['fio version'])
job = result['jobs'][0]
assign_dict(parsed_output, 'read_iops', job['read']['iops'])
assign_dict(parsed_output, 'read_bw', job['read']['bw'])
assign_dict(parsed_output, 'read_runtime_ms', job['read']['runtime'])
assign_dict(parsed_output, 'read_KB', job['read']['io_bytes'])
assign_dict(parsed_output, 'read_hist', job['read']['clat']['hist'], 'read_bw')
assign_dict(parsed_output, 'write_iops', job['write']['iops'])
assign_dict(parsed_output, 'write_bw', job['write']['bw'])
assign_dict(parsed_output, 'write_runtime_ms', job['write']['runtime'])
assign_dict(parsed_output, 'write_KB', job['write']['io_bytes'])
assign_dict(parsed_output, 'write_hist', job['write']['clat']['hist'], 'write_bw')
assign_dict(parsed_output, 'cpu', {'usr': job['usr_cpu'], 'sys': job['sys_cpu']})
except Exception:
return self.parse_error('Could not parse: "%s"' % (stdout))
return parsed_output
@staticmethod
def consolidate_results(results):
total_count = len(results)
if not total_count:
return {'tool': 'fio'}
all_res = {}
for key in ['read_iops', 'read_bw', 'write_iops', 'write_bw',
'read_runtime_ms', 'write_runtime_ms',
'read_KB', 'write_KB']:
total = 0
for item in results:
total += item['results'].get(key, 0)
if total:
all_res[key] = int(total)
all_res['tool'] = results[0]['results']['tool']
all_cpus = []
for item in results:
all_cpus.append(item['results'].get('cpu', None))
if all_cpus:
all_res['cpu'] = all_cpus
clat_list = []
# perc_list = [1, 5, 10, 20, 30, 40, 50, 60, 70, 80, 90, 95, 99, 99.5, 99.9, 99.95, 99.99]
perc_list = [50, 75, 90, 99, 99.9, 99.99, 99.999]
if 'read_hist' in results[0]['results']:
clat_list.append('read_hist')
if 'write_hist' in results[0]['results']:
clat_list.append('write_hist')
for clat in clat_list:
all_res[clat] = []
histogram = HdrHistogram(1, 5 * 3600 * 1000, 3)
for item in results:
histogram.decode_and_add(item['results'][clat])
latency_dict = histogram.get_percentile_to_value_dict(perc_list)
for key, value in latency_dict.items():
all_res[clat].append([key, value])
all_res[clat].sort()
return all_res
@staticmethod
def consolidate_samples(results, vm_count):
all_res = FioTool.consolidate_results(results)
total_count = len(results) // vm_count
if not total_count:
return all_res
all_res['read_iops'] = all_res['read_iops'] // total_count
all_res['write_iops'] = all_res['write_iops'] // total_count
return all_res