Adjust rally graphing for directory changes.
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@ -1,6 +1,7 @@
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#!/usr/bin/env python
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from datetime import datetime
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from collections import OrderedDict
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import argparse
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import csv
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import os
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import re
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@ -9,81 +10,99 @@ import sys
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import matplotlib
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import matplotlib.pyplot as plt
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services = ['keystone', 'nova', 'neutron']
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# Saved Measurements:
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measurements = ['Min', 'Median', '90%ile', '95%ile', 'Max', 'Avg', 'Success%', 'Count']
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# Structure of compiled results dictionary:
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# results[service][test][iteration][#workers][concurrency][measurement] = value
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"""
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Results directory structure:
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".../browbeat/results/full-apache-fernet-keystone-36/keystone/keystone-cc/run-1/
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full-apache-fernet-keystone-36-iteration_1-keystone-cc-0256.log"
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Structure of compiled results dictionary:
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results[service][test][iteration][#workers][concurrency][measurement] = value
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"""
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def list_only_directories(the_directory):
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return [a_dir for a_dir in os.listdir(the_directory)
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if os.path.isdir(os.path.join(the_directory, a_dir)) ]
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def main():
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parser = argparse.ArgumentParser(
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description='Processes multiple rally log files from brwowbeat into compiled graphs.')
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parser.add_argument('test_prefix', help='Use the resulting prefixed directories/files in '
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'browbeat results directory.')
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args = parser.parse_args()
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compiled_results = OrderedDict()
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compiled_issues = []
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# Should be /home/<user>/browbeat/graphing:
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rallyplot_path = os.path.dirname(os.path.realpath(__file__))
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browbeat_path = rallyplot_path.replace('/graphing', '')
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for service in services:
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test_runs = [a_dir for a_dir in list_only_directories('{}/results/'.format(browbeat_path))
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if re.match('^{}-[A-Za-z]+-[0-9]+'.format(args.test_prefix), a_dir)]
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for test_run in test_runs:
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extract = re.search('{}-([a-zA-Z]*)-([0-9]*)'.format(args.test_prefix), test_run)
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skip = True
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if extract:
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service = extract.group(1)
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w_count = extract.group(2)
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skip = False
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else:
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print 'Potentially incorrect directory: {}'.format(test_run)
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if not skip:
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for service in os.listdir('{}/results/{}/'.format(browbeat_path, test_run)):
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if service not in compiled_results:
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compiled_results[service] = OrderedDict()
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# Tests we compile results on is based on browbeat/(service)/(test file)
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tests = os.listdir('{}/{}'.format(browbeat_path, service))
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if 'README.md' in tests:
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tests.remove('README.md')
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for test in tests:
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for test in os.listdir('{}/results/{}/{}/'.format(browbeat_path, test_run, service)):
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if test not in compiled_results[service]:
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compiled_results[service][test] = OrderedDict()
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for iteration in os.listdir('{}/results/{}/{}/{}/'.format(browbeat_path, test_run, service, test)):
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iter_num = int(iteration.replace('run-', ''))
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if iter_num not in compiled_results[service][test]:
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compiled_results[service][test][iter_num] = OrderedDict()
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if w_count not in compiled_results[service][test][iter_num]:
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compiled_results[service][test][iter_num][w_count] = OrderedDict()
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result_files = os.listdir('{}/results/{}/{}/{}/{}/'.format(browbeat_path, test_run, service, test, iteration))
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result_files = [a_file for a_file in result_files if re.match('.*log', a_file)]
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for r_file in result_files:
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# Extract concurrency of test
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extract = re.search('{}-{}-{}-iteration_{}-{}-([0-9]*)\.log'.format(args.test_prefix, service, w_count, iter_num, test), r_file)
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if extract:
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concurrency = extract.group(1)
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if concurrency not in compiled_results[service][test][iter_num][w_count]:
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compiled_results[service][test][iter_num][w_count][concurrency] = OrderedDict()
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result_file_full_path = '{}/results/{}/{}/{}/{}/{}'.format(browbeat_path, test_run, service, test, iteration, r_file)
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# print 'Test_run: {}, Service: {}, Test: {}, iteration: {}, Concurrency: {}, Result_file: {}'.format(test_run, service, test, iteration, concurrency, r_file)
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# print 'Full Path: {}'.format(result_file_full_path)
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# Obtain results files based on regular expression with each test from above
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results = [f for f in os.listdir('{}/results'.format(browbeat_path)) if re.match(r'[a-zA-Z0-9\-]*-{}-[0-9]*-iteration_[0-9]*-{}-[0-9]*\.log'.format(service, test), f)]
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for result_file in results:
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# Extract worker count, iteration and concurrency of test
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extract_numbers = re.search('[a-zA-Z0-9\-]*-{}-([0-9]*)-iteration_([0-9]*)-{}-([0-9]*)\.log'.format(service, test), result_file)
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if extract_numbers:
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w_count = int(extract_numbers.group(1))
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iteration = int(extract_numbers.group(2))
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concurrency = extract_numbers.group(3)
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print 'Result_file: {}, Service: {}, Test: {}, Worker Count: {}, Concurrency: {}, Iteration: {}'.format(result_file, service, test, w_count, concurrency, iteration)
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if iteration not in compiled_results[service][test]:
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compiled_results[service][test][iteration] = OrderedDict()
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if w_count not in compiled_results[service][test][iteration]:
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# Use a regular dict vs OrderedDict since, we may have multiple test runs and
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# worker count ordering should be done via sorted()
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compiled_results[service][test][iteration][w_count] = {}
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if concurrency not in compiled_results[service][test][iteration][w_count]:
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compiled_results[service][test][iteration][w_count][concurrency] = OrderedDict()
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grep_cmd = subprocess.Popen(['grep', 'total', '{}/results/{}'.format(browbeat_path, result_file)],
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grep_cmd = subprocess.Popen(['grep', 'total', result_file_full_path],
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stdout=subprocess.PIPE, stderr=subprocess.PIPE)
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out, err = grep_cmd.communicate()
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if len(out) == 0:
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print 'Could not find results. Setting to -1'
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compiled_issues.append(result_file)
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compiled_results[service][test][iteration][w_count][concurrency]['Min'] = '-1'
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compiled_results[service][test][iteration][w_count][concurrency]['Median'] = '-1'
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compiled_results[service][test][iteration][w_count][concurrency]['90%ile'] = '-1'
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compiled_results[service][test][iteration][w_count][concurrency]['95%ile'] = '-1'
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compiled_results[service][test][iteration][w_count][concurrency]['Max'] = '-1'
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compiled_results[service][test][iteration][w_count][concurrency]['Avg'] = '-1'
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compiled_results[service][test][iteration][w_count][concurrency]['Success%'] = '0'
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compiled_results[service][test][iteration][w_count][concurrency]['Count'] = '-1'
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compiled_results[service][test][iter_num][w_count][concurrency]['Min'] = '-1'
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compiled_results[service][test][iter_num][w_count][concurrency]['Median'] = '-1'
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compiled_results[service][test][iter_num][w_count][concurrency]['90%ile'] = '-1'
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compiled_results[service][test][iter_num][w_count][concurrency]['95%ile'] = '-1'
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compiled_results[service][test][iter_num][w_count][concurrency]['Max'] = '-1'
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compiled_results[service][test][iter_num][w_count][concurrency]['Avg'] = '-1'
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compiled_results[service][test][iter_num][w_count][concurrency]['Success%'] = '0'
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compiled_results[service][test][iter_num][w_count][concurrency]['Count'] = '-1'
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else:
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output = [s.strip() for s in out.strip().split('|') if s]
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compiled_results[service][test][iteration][w_count][concurrency]['Min'] = output[1]
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compiled_results[service][test][iteration][w_count][concurrency]['Median'] = output[2]
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compiled_results[service][test][iteration][w_count][concurrency]['90%ile'] = output[3]
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compiled_results[service][test][iteration][w_count][concurrency]['95%ile'] = output[4]
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compiled_results[service][test][iteration][w_count][concurrency]['Max'] = output[5]
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compiled_results[service][test][iteration][w_count][concurrency]['Avg'] = output[6]
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compiled_results[service][test][iteration][w_count][concurrency]['Success%'] = output[7].replace('%', '')
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compiled_results[service][test][iteration][w_count][concurrency]['Count'] = output[8]
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compiled_results[service][test][iter_num][w_count][concurrency]['Min'] = output[1]
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compiled_results[service][test][iter_num][w_count][concurrency]['Median'] = output[2]
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compiled_results[service][test][iter_num][w_count][concurrency]['90%ile'] = output[3]
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compiled_results[service][test][iter_num][w_count][concurrency]['95%ile'] = output[4]
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compiled_results[service][test][iter_num][w_count][concurrency]['Max'] = output[5]
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compiled_results[service][test][iter_num][w_count][concurrency]['Avg'] = output[6]
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compiled_results[service][test][iter_num][w_count][concurrency]['Success%'] = output[7].replace('%', '')
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compiled_results[service][test][iter_num][w_count][concurrency]['Count'] = output[8]
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rally_graph_dir = '{}/rally-compiled-graphs'.format(browbeat_path)
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rally_graph_dir = '{}/results/{}-rally-compiled-graphs/'.format(browbeat_path, args.test_prefix)
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if not os.path.exists(rally_graph_dir):
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os.mkdir(rally_graph_dir)
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@ -102,6 +121,7 @@ def main():
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graph_file_name = '{}/{}-{}-{}-{}.png'.format(rally_graph_dir, service, test, iteration, measurement)
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print '----------------------------------------------------------'
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print 'Test Prefix: {}'.format(args.test_prefix)
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print 'Service: {}'.format(service)
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print 'Test: {}'.format(test)
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print 'Iteration: {}'.format(iteration)
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@ -115,7 +135,11 @@ def main():
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print 'Legend: {}'.format(sorted(concurrency_dict.keys()))
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print '----------------------------------------------------------'
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fig = plt.figure()
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plt.title('Service: {}, Test: {}, Iteration: {}, Measurement: {}\nGraphed from rally task log output'.format(service, test, iteration, measurement))
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plt.title(
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'Test Name: {}\n'
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'Service: {}, Test: {}, Iteration: {}, Measurement: {}\n'
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'Graphed from rally task log output'.format(args.test_prefix, service, test,
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iteration, measurement))
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plt.xlabel('Workers')
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plt.ylabel('{} Time (s)'.format(measurement))
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ax = fig.add_subplot(111)
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@ -129,6 +153,7 @@ def main():
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concurrency_dict[series]):
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ax.annotate('%s' % y, xy=(x,y), xytext=(4,4), textcoords='offset points')
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plt.legend(loc='upper center', bbox_to_anchor=(1.12, 0.5), fancybox=True)
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ax.grid(True)
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plt.savefig(graph_file_name, bbox_inches='tight')
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plt.close()
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