/
resultsloader.py
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/
resultsloader.py
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#!/usr/bin/env python
#
# Copyright (c) 2010 Brian Knox (taotetek@gmail.com)
# License: GNU LGPLv3
#
# This file is part of Multi-Mechanize
#
"""a collection of functions and classes for multi-mechanize results files"""
import re
import fileinput
from datetime import datetime
try:
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker, relation
from sqlalchemy import create_engine
from sqlalchemy import Column, Integer, String, Float, DateTime
from sqlalchemy import ForeignKey, UniqueConstraint
except ImportError:
print "(optional: please install sqlalchemy to enable db logging)"
Base = declarative_base()
class GlobalConfig(Base):
"""class representing a muli-mechanize global config"""
__tablename__ = 'mechanize_global_configs'
id = Column(Integer, nullable=False, primary_key=True)
run_time = Column(Integer, nullable=False)
rampup = Column(Integer, nullable=False)
results_ts_interval = Column(Integer, nullable=False)
user_group_configs = relation("UserGroupConfig",
primaryjoin="UserGroupConfig.mechanize_global_configs_id==GlobalConfig.id")
results = relation("ResultRow",
primaryjoin="GlobalConfig.id==ResultRow.mechanize_global_configs_id")
def __init__(self, run_time=None, rampup=None, results_ts_interval=None):
self.run_time = str(run_time)
self.rampup = int(rampup)
"""rampup time for the rest run"""
self.results_ts_interval = int(results_ts_interval)
def __repr__(self):
return "<GlobalConfig('%i', '%i', '%i')>" % (
self.run_time, self.rampup, self.results_ts_interval)
class UserGroupConfig(Base):
"""class representing a multi-mechanize user group config"""
__tablename__ = 'mechanize_user_group_configs'
id = Column (Integer, nullable=False, primary_key=True)
mechanize_global_configs_id = Column(Integer, ForeignKey('mechanize_global_configs.id'), nullable=False)
user_group = Column(String(50), nullable=False)
threads = Column(Integer, nullable=False)
script = Column(String(50), nullable=False)
def __init__(self, user_group=None, threads=None, script=None):
self.user_group = str(user_group)
self.threads = int(threads)
self.script = str(script)
def __repr__(self):
return "<UserGroupConfig('%s','%s','%s')>" % (
self.user_group, self.threads, self.script)
class ResultRow(Base):
"""class representing a multi-mechanize results.csv row"""
__tablename__ = 'mechanize_results'
__table_args__ = (
UniqueConstraint('run_id','trans_count', name='uix_1')
)
id = Column(Integer, nullable=False, primary_key=True)
mechanize_global_configs_id = Column(Integer,
ForeignKey('mechanize_global_configs.id'), nullable=False)
project_name = Column(String(50), nullable=False, index=True)
run_id = Column(DateTime, nullable=False, index=True)
trans_count = Column(Integer, nullable=False, index=True)
elapsed = Column(Float, nullable=False, index=True)
epoch = Column(Float, nullable=False, index=True)
user_group_name = Column(String(50), nullable=False)
scriptrun_time = Column(Float, nullable=False)
error = Column(String(255))
custom_timers = Column(String(50))
global_config = relation("GlobalConfig",
primaryjoin="ResultRow.mechanize_global_configs_id==GlobalConfig.id")
timers = relation("TimerRow",
primaryjoin="ResultRow.id==TimerRow.mechanize_results_id")
def __init__(self, project_name=None, run_id=None, trans_count=None,
elapsed=None, epoch=None, user_group_name=None,
scriptrun_time=None, error=None, custom_timers=None):
self.project_name = str(project_name)
self.run_id = run_id
self.trans_count = int(trans_count)
self.elapsed = float(elapsed)
self.epoch = int(epoch)
self.user_group_name = str(user_group_name)
self.scriptrun_time = float(scriptrun_time)
self.error = str(error)
self.custom_timers = str(custom_timers)
def __repr__(self):
return "<ResultRow('%s','%s','%i','%.3f','%i','%s','%.3f','%s','%s')>" % (
self.project_name, self.run_id, self.trans_count, self.elapsed,
self.epoch, self.user_group_name, self.scriptrun_time,
self.error, self.custom_timers)
class TimerRow(Base):
"""class representing a multi-mechanize custom timer result"""
__tablename__ = 'mechanize_custom_timers'
id = Column(Integer, nullable=False, primary_key=True)
mechanize_results_id = Column(Integer,
ForeignKey('mechanize_results.id'), nullable=False)
timer_name = Column(String(50), nullable=False, index=True)
elapsed = Column(Float, nullable=False, index=True)
def __init__(self, timer_name=None, elapsed=None):
self.timer_name = str(timer_name)
self.elapsed = int(elapsed)
def __repr__(self):
return "<TimerRow('%s', '%s')>" % (self.timer_name, self.elapsed)
result_rows = relation("ResultRow",
primaryjoin="TimerRow.mechanize_results_id==ResultRow.id")
def load_results_database(project_name, run_localtime, results_dir,
results_database, run_time, rampup, results_ts_interval,
user_group_configs):
"""parse and load a multi-mechanize results csv file into a database"""
logline_re = re.compile('(.+),(.+),(.+),(.+),(.+),(.?),(\{.+\})')
engine = create_engine(results_database, echo=False)
ResultRow.metadata.create_all(engine)
TimerRow.metadata.create_all(engine)
GlobalConfig.metadata.create_all(engine)
UserGroupConfig.metadata.create_all(engine)
sa_session = sessionmaker(bind=engine)
sa_current_session = sa_session()
run_id = datetime(run_localtime.tm_year, run_localtime.tm_mon,
run_localtime.tm_mday, run_localtime.tm_hour, run_localtime.tm_min,
run_localtime.tm_sec)
results_file = results_dir + 'results.csv'
global_config = GlobalConfig(run_time, rampup, results_ts_interval)
sa_current_session.add(global_config)
for i, ug_config in enumerate(user_group_configs):
user_group_config = UserGroupConfig(ug_config.name,
ug_config.num_threads, ug_config.script_file)
global_config.user_group_configs.append(user_group_config)
for line in fileinput.input([results_file]):
line = line.rstrip()
match = logline_re.match(line)
if match:
result_row = ResultRow(project_name, run_id, match.group(1),
match.group(2), match.group(3), match.group(4),
match.group(5), match.group(6), match.group(7))
global_config.results.append(result_row)
timer_data = eval(match.group(7))
for index in timer_data:
timer_row = TimerRow(index, timer_data[index])
result_row.timers.append(timer_row)
sa_current_session.add(result_row)
sa_current_session.commit()
sa_current_session.close()