foundationdb/contrib/grv_proxy_model/grv_test.py

135 lines
5.2 KiB
Python
Executable File

#!/usr/bin/env python3
#
# grv_test.py
#
# This source file is part of the FoundationDB open source project
#
# Copyright 2013-2020 Apple Inc. and the FoundationDB project authors
#
# 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 argparse
import inspect
import sys
import rate_model
import workload_model
import proxy_model
import ratekeeper_model
from priority import Priority
from plot import Plotter
parser = argparse.ArgumentParser()
parser.add_argument('-w', '--workload', type=str, help='Name of workload to run')
parser.add_argument('-r', '--ratekeeper', type=str, help='Name of ratekeeper model')
parser.add_argument('-d', '--duration', type=int, default=240, help='Duration of simulated test, in seconds. Defaults to 240.')
parser.add_argument('-L', '--limiter', type=str, default='Original', help='Name of limiter implementation. Defaults to \'Original\'.')
parser.add_argument('-p', '--proxy', type=str, default='ProxyModel', help='Name of proxy implementation. Defaults to \'ProxyModel\'.')
parser.add_argument('--list', action='store_true', default=False, help='List options for all models.')
parser.add_argument('--no-graph', action='store_true', default=False, help='Disable graphical output.')
args = parser.parse_args()
def print_choices_list(context=None):
if context == 'workload' or context is None:
print('Workloads:')
for w in workload_model.predefined_workloads.keys():
print(' %s' % w)
if context == 'ratekeeper' or context is None:
print('\nRatekeeper models:')
for r in ratekeeper_model.predefined_ratekeeper.keys():
print(' %s' % r)
proxy_model_classes = [c for c in [getattr(proxy_model, a) for a in dir(proxy_model)] if inspect.isclass(c)]
if context == 'proxy' or context is None:
print('\nProxy models:')
for p in proxy_model_classes:
if issubclass(p, proxy_model.ProxyModel):
print(' %s' % p.__name__)
if context == 'limiter' or context is None:
print('\nProxy limiters:')
for p in proxy_model_classes:
if issubclass(p, proxy_model.Limiter) and p != proxy_model.Limiter:
name = p.__name__
if name.endswith('Limiter'):
name = name[0:-len('Limiter')]
print(' %s' % name)
if args.workload is None or args.ratekeeper is None:
print('ERROR: A workload (-w/--workload) and ratekeeper model (-r/--ratekeeper) must be specified.\n')
print_choices_list()
sys.exit(1)
if args.list:
print_choices_list()
sys.exit(0)
def validate_class_type(var, name, superclass):
cls = getattr(var, name, None)
return cls is not None and inspect.isclass(cls) and issubclass(cls, superclass)
if not args.ratekeeper in ratekeeper_model.predefined_ratekeeper:
print('Invalid ratekeeper model `%s\'' % args.ratekeeper)
print_choices_list('ratekeeper')
sys.exit(1)
if not args.workload in workload_model.predefined_workloads:
print('Invalid workload model `%s\'' % args.workload)
print_choices_list('workload')
sys.exit(1)
if not validate_class_type(proxy_model, args.proxy, proxy_model.ProxyModel):
print('Invalid proxy model `%s\'' % args.proxy)
print_choices_list('proxy')
sys.exit(1)
limiter_name = args.limiter
if not validate_class_type(proxy_model, limiter_name, proxy_model.Limiter):
limiter_name += 'Limiter'
if not validate_class_type(proxy_model, limiter_name, proxy_model.Limiter):
print('Invalid proxy limiter `%s\'' % args.limiter)
print_choices_list('limiter')
sys.exit(1)
ratekeeper = ratekeeper_model.predefined_ratekeeper[args.ratekeeper]
workload = workload_model.predefined_workloads[args.workload]
limiter = getattr(proxy_model, limiter_name)
proxy = getattr(proxy_model, args.proxy)(args.duration, ratekeeper, workload, limiter)
proxy.run()
for priority in workload.priorities():
latencies = sorted([p for t in proxy.results.latencies[priority].values() for p in t])
total_started = sum(proxy.results.started[priority].values())
still_queued = sum([r.count for r in proxy.request_queue if r.priority == priority])
if len(latencies) > 0:
print('\n%s: %d requests in %d seconds (rate=%f). %d still queued.' % (priority, total_started, proxy.time, float(total_started)/proxy.time, still_queued))
print(' Median latency: %f' % latencies[len(latencies)//2])
print(' 90%% latency: %f' % latencies[int(0.9*len(latencies))])
print(' 99%% latency: %f' % latencies[int(0.99*len(latencies))])
print(' 99.9%% latency: %f' % latencies[int(0.999*len(latencies))])
print(' Max latency: %f' % latencies[-1])
print('')
if not args.no_graph:
plotter = Plotter(proxy.results)
plotter.display()