TechEmpower.FrameworkBenchmarks/toolset/benchmark/benchmarker.py

from setup.linux import setup_util

from benchmark import framework_test
from benchmark.test_types import *
from utils import header
from utils import gather_tests
from utils import gather_frameworks
from utils import verify_database_connections

import os
import shutil
import stat
import json
import subprocess
import traceback
import time
import pprint
import csv
import sys
import logging
import socket
import threading
import textwrap
from pprint import pprint

from multiprocessing import Process

from datetime import datetime

# Cross-platform colored text
from colorama import Fore, Back, Style

# Text-based progress indicators
import progressbar

class Benchmarker:

    ##########################################################################################
    # Public methods
    ##########################################################################################

    ############################################################
    # Prints all the available tests
    ############################################################
    def run_list_tests(self):
        all_tests = self.__gather_tests

        for test in all_tests:
            print test.name

        self.__finish()
    ############################################################
    # End run_list_tests
    ############################################################

    ############################################################
    # Prints the metadata for all the available tests
    ############################################################
    def run_list_test_metadata(self):
        all_tests = self.__gather_tests
        all_tests_json = json.dumps(map(lambda test: {
            "name": test.name,
            "approach": test.approach,
            "classification": test.classification,
            "database": test.database,
            "framework": test.framework,
            "language": test.language,
            "orm": test.orm,
            "platform": test.platform,
            "webserver": test.webserver,
            "os": test.os,
            "database_os": test.database_os,
            "display_name": test.display_name,
            "notes": test.notes,
            "versus": test.versus
        }, all_tests))

        with open(os.path.join(self.full_results_directory(), "test_metadata.json"), "w") as f:
            f.write(all_tests_json)

    ############################################################
    # End run_list_test_metadata
    ############################################################

    ############################################################
    # parse_timestamp
    # Re-parses the raw data for a given timestamp
    ############################################################
    def parse_timestamp(self):
        all_tests = self.__gather_tests

        for test in all_tests:
            test.parse_all()

        self.__parse_results(all_tests)

        self.__finish()

    ############################################################
    # End parse_timestamp
    ############################################################

    ############################################################
    # Run the tests:
    # This process involves setting up the client/server machines
    # with any necessary change. Then going through each test,
    # running their setup script, verifying the URLs, and
    # running benchmarks against them.
    ############################################################
    def run(self):
        ##########################
        # Generate metadata
        ##########################
        self.run_list_test_metadata()
        ##########################
        # Get a list of all known
        # tests that we can run.
        ##########################
        all_tests = self.__gather_tests
        ##########################
        # Setup client/server
        ##########################
        print header("Preparing Server, Database, and Client ...", top='=', bottom='=')
        self.__setup_server()
        self.__setup_database()
        self.__setup_client()

        ## Check if wrk (and wrk-pipeline) is installed and executable, if not, raise an exception
        #if not (os.access("/usr/local/bin/wrk", os.X_OK) and os.access("/usr/local/bin/wrk-pipeline", os.X_OK)):
        #  raise Exception("wrk and/or wrk-pipeline are not properly installed. Not running tests.")

        ##########################
        # Run tests
        ##########################
        print header("Running Tests...", top='=', bottom='=')
        result = self.__run_tests(all_tests)

        ##########################
        # Parse results
        ##########################
        if self.mode == "benchmark":
            print header("Parsing Results ...", top='=', bottom='=')
            self.__parse_results(all_tests)


        self.__finish()
        return result

    ############################################################
    # End run
    ############################################################

    ############################################################
    # database_sftp_string(batch_file)
    # generates a fully qualified URL for sftp to database
    ############################################################
    def database_sftp_string(self, batch_file):
        sftp_string =  "sftp -oStrictHostKeyChecking=no "
        if batch_file != None: sftp_string += " -b " + batch_file + " "

        if self.database_identity_file != None:
            sftp_string += " -i " + self.database_identity_file + " "

        return sftp_string + self.database_user + "@" + self.database_host
    ############################################################
    # End database_sftp_string
    ############################################################

    ############################################################
    # client_sftp_string(batch_file)
    # generates a fully qualified URL for sftp to client
    ############################################################
    def client_sftp_string(self, batch_file):
        sftp_string =  "sftp -oStrictHostKeyChecking=no "
        if batch_file != None: sftp_string += " -b " + batch_file + " "

        if self.client_identity_file != None:
            sftp_string += " -i " + self.client_identity_file + " "

        return sftp_string + self.client_user + "@" + self.client_host
    ############################################################
    # End client_sftp_string
    ############################################################

    ############################################################
    # generate_url(url, port)
    # generates a fully qualified URL for accessing a test url
    ############################################################
    def generate_url(self, url, port):
        return self.server_host + ":" + str(port) + url
    ############################################################
    # End generate_url
    ############################################################

    ############################################################
    # get_output_file(test_name, test_type)
    # returns the output file name for this test_name and
    # test_type timestamp/test_type/test_name/raw
    ############################################################
    def get_output_file(self, test_name, test_type):
        return os.path.join(self.result_directory, self.timestamp, test_name, test_type, "raw")
    ############################################################
    # End get_output_file
    ############################################################

    ############################################################
    # output_file(test_name, test_type)
    # returns the output file for this test_name and test_type
    # timestamp/test_type/test_name/raw
    ############################################################
    def output_file(self, test_name, test_type):
        path = self.get_output_file(test_name, test_type)
        try:
            os.makedirs(os.path.dirname(path))
        except OSError:
            pass
        return path
    ############################################################
    # End output_file
    ############################################################


    ############################################################
    # get_stats_file(test_name, test_type)
    # returns the stats file name for this test_name and
    # test_type timestamp/test_type/test_name/raw
    ############################################################
    def get_stats_file(self, test_name, test_type):
        return os.path.join(self.result_directory, self.timestamp, test_name, test_type, "stats")
    ############################################################
    # End get_stats_file
    ############################################################


    ############################################################
    # stats_file(test_name, test_type)
    # returns the stats file for this test_name and test_type
    # timestamp/test_type/test_name/raw
    ############################################################
    def stats_file(self, test_name, test_type):
        path = self.get_stats_file(test_name, test_type)
        try:
            os.makedirs(os.path.dirname(path))
        except OSError:
            pass
        return path
    ############################################################
    # End stats_file
    ############################################################


    ############################################################
    # full_results_directory
    ############################################################
    def full_results_directory(self):
        path = os.path.join(self.fwroot, self.result_directory, self.timestamp)
        try:
            os.makedirs(path)
        except OSError:
            pass
        return path
    ############################################################
    # End full_results_directory
    ############################################################

    ############################################################
    # report_verify_results
    # Used by FrameworkTest to add verification details to our results
    #
    # TODO: Technically this is an IPC violation - we are accessing
    # the parent process' memory from the child process
    ############################################################
    def report_verify_results(self, framework, test, result):
        if framework.name not in self.results['verify'].keys():
            self.results['verify'][framework.name] = dict()
        self.results['verify'][framework.name][test] = result

    ############################################################
    # report_benchmark_results
    # Used by FrameworkTest to add benchmark data to this
    #
    # TODO: Technically this is an IPC violation - we are accessing
    # the parent process' memory from the child process
    ############################################################
    def report_benchmark_results(self, framework, test, results):
        if test not in self.results['rawData'].keys():
            self.results['rawData'][test] = dict()

        # If results has a size from the parse, then it succeeded.
        if results:
            self.results['rawData'][test][framework.name] = results

            # This may already be set for single-tests
            if framework.name not in self.results['succeeded'][test]:
                self.results['succeeded'][test].append(framework.name)
        else:
            # This may already be set for single-tests
            if framework.name not in self.results['failed'][test]:
                self.results['failed'][test].append(framework.name)

    ############################################################
    # End report_results
    ############################################################

    ##########################################################################################
    # Private methods
    ##########################################################################################

    ############################################################
    # Gathers all the tests
    ############################################################
    @property
    def __gather_tests(self):
        tests = gather_tests(include=self.test,
                             exclude=self.exclude,
                             benchmarker=self)

        # If the tests have been interrupted somehow, then we want to resume them where we left
        # off, rather than starting from the beginning
        if os.path.isfile(self.current_benchmark):
            with open(self.current_benchmark, 'r') as interrupted_benchmark:
                interrupt_bench = interrupted_benchmark.read().strip()
                for index, atest in enumerate(tests):
                    if atest.name == interrupt_bench:
                        tests = tests[index:]
                        break
        return tests
    ############################################################
    # End __gather_tests
    ############################################################

    ############################################################
    # Makes any necessary changes to the server that should be
    # made before running the tests. This involves setting kernal
    # settings to allow for more connections, or more file
    # descriptiors
    #
    # http://redmine.lighttpd.net/projects/weighttp/wiki#Troubleshooting
    ############################################################
    def __setup_server(self):
        try:
            if os.name == 'nt':
                return True
            subprocess.call(['sudo', 'sysctl', '-w', 'net.ipv4.tcp_max_syn_backlog=65535'])
            subprocess.call(['sudo', 'sysctl', '-w', 'net.core.somaxconn=65535'])
            subprocess.call(['sudo', '-s', 'ulimit', '-n', '65535'])
            subprocess.call(['sudo', 'sysctl', 'net.ipv4.tcp_tw_reuse=1'])
            subprocess.call(['sudo', 'sysctl', 'net.ipv4.tcp_tw_recycle=1'])
            subprocess.call(['sudo', 'sysctl', '-w', 'kernel.shmmax=134217728'])
            subprocess.call(['sudo', 'sysctl', '-w', 'kernel.shmall=2097152'])

            with open(os.path.join(self.full_results_directory(), 'sysctl.txt'), 'w') as f:
                f.write(subprocess.check_output(['sudo','sysctl','-a']))
        except subprocess.CalledProcessError:
            return False
    ############################################################
    # End __setup_server
    ############################################################

    ############################################################
    # Clean up any processes that run with root privileges
    ############################################################
    def __cleanup_leftover_processes_before_test(self):
        p = subprocess.Popen(self.database_ssh_string, stdin=subprocess.PIPE, shell=True)
        p.communicate("""
      sudo /etc/init.d/apache2 stop
    """)

    ############################################################
    # Makes any necessary changes to the database machine that
    # should be made before running the tests. Is very similar
    # to the server setup, but may also include database specific
    # changes.
    ############################################################
    def __setup_database(self):
        p = subprocess.Popen(self.database_ssh_string, stdin=subprocess.PIPE, shell=True)
        p.communicate("""
      sudo sysctl -w net.ipv4.tcp_max_syn_backlog=65535
      sudo sysctl -w net.core.somaxconn=65535
      sudo sysctl -w kernel.sched_autogroup_enabled=0
      sudo -s ulimit -n 65535
      sudo sysctl net.ipv4.tcp_tw_reuse=1
      sudo sysctl net.ipv4.tcp_tw_recycle=1
      sudo sysctl -w kernel.shmmax=2147483648
      sudo sysctl -w kernel.shmall=2097152
      sudo sysctl -w kernel.sem="250 32000 256 512"
    """)
        # TODO - print kernel configuration to file
        # echo "Printing kernel configuration:" && sudo sysctl -a

        # Explanations:
        # net.ipv4.tcp_max_syn_backlog, net.core.somaxconn, kernel.sched_autogroup_enabled: http://tweaked.io/guide/kernel/
        # ulimit -n: http://www.cyberciti.biz/faq/linux-increase-the-maximum-number-of-open-files/
        # net.ipv4.tcp_tw_*: http://www.linuxbrigade.com/reduce-time_wait-socket-connections/
        # kernel.shm*: http://seriousbirder.com/blogs/linux-understanding-shmmax-and-shmall-settings/
        # For kernel.sem: https://access.redhat.com/documentation/en-US/Red_Hat_Enterprise_Linux/5/html/Tuning_and_Optimizing_Red_Hat_Enterprise_Linux_for_Oracle_9i_and_10g_Databases/chap-Oracle_9i_and_10g_Tuning_Guide-Setting_Semaphores.html
    ############################################################
    # End __setup_database
    ############################################################

    ############################################################
    # Makes any necessary changes to the client machine that
    # should be made before running the tests. Is very similar
    # to the server setup, but may also include client specific
    # changes.
    ############################################################
    def __setup_client(self):
        p = subprocess.Popen(self.client_ssh_string, stdin=subprocess.PIPE, shell=True)
        p.communicate("""
      sudo sysctl -w net.ipv4.tcp_max_syn_backlog=65535
      sudo sysctl -w net.core.somaxconn=65535
      sudo -s ulimit -n 65535
      sudo sysctl net.ipv4.tcp_tw_reuse=1
      sudo sysctl net.ipv4.tcp_tw_recycle=1
      sudo sysctl -w kernel.shmmax=2147483648
      sudo sysctl -w kernel.shmall=2097152
    """)
    ############################################################
    # End __setup_client
    ############################################################

    ############################################################
    # __run_tests
    #
    # 2013-10-02 ASB  Calls each test passed in tests to
    #                 __run_test in a separate process.  Each
    #                 test is given a set amount of time and if
    #                 kills the child process (and subsequently
    #                 all of its child processes).  Uses
    #                 multiprocessing module.
    ############################################################

    def __run_tests(self, tests):
        if len(tests) == 0:
            return 0

        logging.debug("Start __run_tests.")
        logging.debug("__name__ = %s",__name__)

        error_happened = False
        if self.os.lower() == 'windows':
            logging.debug("Executing __run_tests on Windows")
            for test in tests:
                with open(self.current_benchmark, 'w') as benchmark_resume_file:
                    benchmark_resume_file.write(test.name)
                if self.__run_test(test) != 0:
                    error_happened = True
        else:
            logging.debug("Executing __run_tests on Linux")

            # Setup a nice progressbar and ETA indicator
            widgets = [self.mode, ': ',  progressbar.Percentage(),
                       ' ', progressbar.Bar(),
                       ' Rough ', progressbar.ETA()]
            pbar = progressbar.ProgressBar(widgets=widgets, maxval=len(tests)).start()
            pbar_test = 0

            # These features do not work on Windows
            for test in tests:
                pbar.update(pbar_test)
                pbar_test = pbar_test + 1
                if __name__ == 'benchmark.benchmarker':
                    print header("Running Test: %s" % test.name)
                    with open(self.current_benchmark, 'w') as benchmark_resume_file:
                        benchmark_resume_file.write(test.name)
                    test_process = Process(target=self.__run_test, name="Test Runner (%s)" % test.name, args=(test,))
                    test_process.start()
                    test_process.join(self.run_test_timeout_seconds)
                    self.__load_results()  # Load intermediate result from child process
                    if(test_process.is_alive()):
                        logging.debug("Child process for {name} is still alive. Terminating.".format(name=test.name))
                        self.__write_intermediate_results(test.name,"__run_test timeout (="+ str(self.run_test_timeout_seconds) + " seconds)")
                        test_process.terminate()
                        test_process.join()
                    if test_process.exitcode != 0:
                        error_happened = True
            pbar.finish()
        if os.path.isfile(self.current_benchmark):
            os.remove(self.current_benchmark)
        logging.debug("End __run_tests.")

        if error_happened:
            return 1
        return 0
    ############################################################
    # End __run_tests
    ############################################################

    ############################################################
    # __run_test
    # 2013-10-02 ASB  Previously __run_tests.  This code now only
    #                 processes a single test.
    #
    # Ensures that the system has all necessary software to run
    # the tests. This does not include that software for the individual
    # test, but covers software such as curl and weighttp that
    # are needed.
    ############################################################
    def __run_test(self, test):

        # Used to capture return values
        def exit_with_code(code):
            if self.os.lower() == 'windows':
                return code
            else:
                sys.exit(code)

        logDir = os.path.join(self.full_results_directory(), test.name.lower())
        try:
            os.makedirs(logDir)
        except Exception:
            pass
        with open(os.path.join(logDir, 'out.txt'), 'w') as out:

            if test.os.lower() != self.os.lower() or test.database_os.lower() != self.database_os.lower():
                out.write("OS or Database OS specified in benchmark_config.json does not match the current environment. Skipping.\n")
                return exit_with_code(0)

            # If the test is in the excludes list, we skip it
            if self.exclude != None and test.name in self.exclude:
                out.write("Test {name} has been added to the excludes list. Skipping.\n".format(name=test.name))
                return exit_with_code(0)

            out.write("test.os.lower() = {os}  test.database_os.lower() = {dbos}\n".format(os=test.os.lower(),dbos=test.database_os.lower()))
            out.write("self.results['frameworks'] != None: {val}\n".format(val=str(self.results['frameworks'] != None)))
            out.write("test.name: {name}\n".format(name=str(test.name)))
            out.write("self.results['completed']: {completed}\n".format(completed=str(self.results['completed'])))
            if self.results['frameworks'] != None and test.name in self.results['completed']:
                out.write('Framework {name} found in latest saved data. Skipping.\n'.format(name=str(test.name)))
                print 'WARNING: Test {test} exists in the results directory; this must be removed before running a new test.\n'.format(test=str(test.name))
                return exit_with_code(1)
            out.flush()

            out.write(header("Beginning %s" % test.name, top='='))
            out.flush()

            ##########################
            # Start this test
            ##########################
            out.write(header("Starting %s" % test.name))
            out.flush()
            try:
                if test.requires_database():
                    p = subprocess.Popen(self.database_ssh_string, stdin=subprocess.PIPE, stdout=out, stderr=out, shell=True)
                    p.communicate("""
            sudo restart mysql
            sudo restart mongod
            sudo service postgresql restart
            sudo service cassandra restart
            /opt/elasticsearch/elasticsearch restart
          """)
                    time.sleep(10)

                    st = verify_database_connections([
                        ("mysql", self.database_host, 3306),
                        ("mongodb", self.database_host, 27017),
                        ("postgresql", self.database_host, 5432),
                        ("cassandra", self.database_host, 9160),
                        ("elasticsearch", self.database_host, 9200)
                    ])
                    print "database connection test results:\n" + "\n".join(st[1])

                self.__cleanup_leftover_processes_before_test();

                if self.__is_port_bound(test.port):
                    # We gave it our all
                    self.__write_intermediate_results(test.name, "port " + str(test.port) + " is not available before start")
                    out.write(header("Error: Port %s is not available, cannot start %s" % (test.port, test.name)))
                    out.flush()
                    print "Error: Unable to recover port, cannot start test"
                    return exit_with_code(1)

                result, process = test.start(out)
                if result != 0:
                    self.__stop_test(out, process)
                    time.sleep(5)
                    out.write( "ERROR: Problem starting {name}\n".format(name=test.name) )
                    out.flush()
                    self.__write_intermediate_results(test.name,"<setup.py>#start() returned non-zero")
                    return exit_with_code(1)

                logging.info("Sleeping %s seconds to ensure framework is ready" % self.sleep)
                time.sleep(self.sleep)

                ##########################
                # Verify URLs
                ##########################
                logging.info("Verifying framework URLs")
                passed_verify = test.verify_urls(logDir)

                ##########################
                # Nuke /tmp
                ##########################
                try:
                    subprocess.check_call('sudo rm -rf /tmp/*', shell=True, stderr=out, stdout=out)
                except Exception:
                    out.write(header("Error: Could not empty /tmp"))

                ##########################
                # Benchmark this test
                ##########################
                if self.mode == "benchmark":
                    logging.info("Benchmarking")
                    out.write(header("Benchmarking %s" % test.name))
                    out.flush()
                    test.benchmark(logDir)

                ##########################
                # Stop this test
                ##########################
                out.write(header("Stopping %s" % test.name))
                out.flush()
                self.__stop_test(out, process)
                out.flush()
                time.sleep(5)

                if self.__is_port_bound(test.port):
                    # This can happen sometimes - let's try again
                    self.__stop_test(out, process)
                    out.flush()
                    time.sleep(5)
                    if self.__is_port_bound(test.port):
                        # We gave it our all
                        self.__write_intermediate_results(test.name, "port " + str(test.port) + " was not released by stop")
                        out.write(header("Error: Port %s was not released by stop %s" % (test.port, test.name)))
                        out.flush()
                        return exit_with_code(1)

                out.write(header("Stopped %s" % test.name))
                out.flush()

                ##########################################################
                # Remove contents of  /tmp folder
                ##########################################################
                if self.clear_tmp:
                    try:
                        filelist = [ f for f in os.listdir("/tmp") ]
                        for f in filelist:
                            try:
                                os.remove("/tmp/" + f)
                            except OSError as err:
                                print "Failed to remove " + str(f) + " from /tmp directory: " + str(err)
                    except OSError:
                        print "Failed to remove contents of /tmp directory."

                ##########################################################
                # Save results thus far into the latest results directory
                ##########################################################

                out.write(header("Saving results through %s" % test.name))
                out.flush()
                self.__write_intermediate_results(test.name,time.strftime("%Y%m%d%H%M%S", time.localtime()))

                if self.mode == "verify" and not passed_verify:
                    print "Failed verify!"
                    return exit_with_code(1)
            except (OSError, IOError, subprocess.CalledProcessError) as e:
                self.__write_intermediate_results(test.name,"<setup.py> raised an exception")
                out.write(header("Subprocess Error %s" % test.name))
                traceback.print_exc(file=out)
                out.flush()
                try:
                    self.__stop_test(out, process)
                except (subprocess.CalledProcessError) as e:
                    self.__write_intermediate_results(test.name,"<setup.py>#stop() raised an error")
                    out.write(header("Subprocess Error: Test .stop() raised exception %s" % test.name))
                    traceback.print_exc(file=out)
                    out.flush()
                out.close()
                return exit_with_code(1)
            # TODO - subprocess should not catch this exception!
            # Parent process should catch it and cleanup/exit
            except (KeyboardInterrupt) as e:
                self.__stop_test(out, process)
                out.write(header("Cleaning up..."))
                out.flush()
                self.__finish()
                sys.exit(1)

            out.close()
            return exit_with_code(0)

    ############################################################
    # End __run_tests
    ############################################################

    ############################################################
    # __stop_test(benchmarker)
    # Stops all running tests
    ############################################################
    def __stop_test(self, out, process):
        if process is not None and process.poll() is None:
            # Stop
            pids = self.__find_child_processes(process.pid)
            if pids is not None:
                stop = ['kill', '-STOP'] + pids
                subprocess.call(stop, stderr=out, stdout=out)
            pids = self.__find_child_processes(process.pid)
            if pids is not None:
                term = ['kill', '-TERM'] + pids
                subprocess.call(term, stderr=out, stdout=out)
            # Okay, if there are any more PIDs, kill them harder
            pids = self.__find_child_processes(process.pid)
            if pids is not None:
                kill = ['kill', '-KILL'] + pids
                subprocess.call(kill, stderr=out, stdout=out)
            process.terminate()
    ############################################################
    # End __stop_test
    ############################################################

    ############################################################
    # __find_child_processes
    # Recursively finds all child processes for the given PID.
    ############################################################
    def __find_child_processes(self, pid):
        toRet = []
        try:
            pids = subprocess.check_output(['pgrep','-P',str(pid)]).split()
            toRet.extend(pids)
            for aPid in pids:
                toRet.extend(self.__find_child_processes(aPid))
        except:
            # pgrep will return a non-zero status code if there are no
            # processes who have a PPID of PID.
            pass

        return toRet
    ############################################################
    # End __find_child_processes
    ############################################################

    def is_port_bound(self, port):
        return self.__is_port_bound(port)

    ############################################################
    # __is_port_bound
    # Check if the requested port is available. If it
    # isn't available, then a previous test probably didn't
    # shutdown properly.
    ############################################################
    def __is_port_bound(self, port):
        port = int(port)
        s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        try:
            # Try to bind to all IP addresses, this port
            s.bind(("", port))
            # If we get here, we were able to bind successfully,
            # which means the port is free.
        except socket.error:
            # If we get an exception, it might be because the port is still bound
            # which would be bad, or maybe it is a privileged port (<1024) and we
            # are not running as root, or maybe the server is gone, but sockets are
            # still in TIME_WAIT (SO_REUSEADDR). To determine which scenario, try to
            # connect.
            try:
                s.connect(("127.0.0.1", port))
                # If we get here, we were able to connect to something, which means
                # that the port is still bound.
                return True
            except socket.error:
                # An exception means that we couldn't connect, so a server probably
                # isn't still running on the port.
                pass
        finally:
            s.close()

        return False

    ############################################################
    # End __is_port_bound
    ############################################################

    ############################################################
    # __parse_results
    # Ensures that the system has all necessary software to run
    # the tests. This does not include that software for the individual
    # test, but covers software such as curl and weighttp that
    # are needed.
    ############################################################
    def __parse_results(self, tests):
        # Run the method to get the commmit count of each framework.
        self.__count_commits()
        # Call the method which counts the sloc for each framework
        self.__count_sloc()

        # Time to create parsed files
        # Aggregate JSON file
        with open(os.path.join(self.full_results_directory(), "results.json"), "w") as f:
            f.write(json.dumps(self.results, indent=2))

    ############################################################
    # End __parse_results
    ############################################################


    #############################################################
    # __count_sloc
    #############################################################
    def __count_sloc(self):
        frameworks = gather_frameworks(include=self.test,
                                       exclude=self.exclude, benchmarker=self)

        jsonResult = {}
        for framework, testlist in frameworks.iteritems():
            if not os.path.exists(os.path.join(testlist[0].directory, "source_code")):
                logging.warn("Cannot count lines of code for %s - no 'source_code' file", framework)
                continue

            # Unfortunately the source_code files use lines like
            # ./cpoll_cppsp/www/fortune_old instead of
            # ./www/fortune_old
            # so we have to back our working dir up one level
            wd = os.path.dirname(testlist[0].directory)

            try:
                command = "cloc --list-file=%s/source_code --yaml" % testlist[0].directory

                if os.path.exists(os.path.join(testlist[0].directory, "cloc_defs.txt")):
                    command += " --read-lang-def %s" % os.path.join(testlist[0].directory, "cloc_defs.txt")
                    logging.info("Using custom cloc definitions for %s", framework)

                # Find the last instance of the word 'code' in the yaml output. This should
                # be the line count for the sum of all listed files or just the line count
                # for the last file in the case where there's only one file listed.
                command = command + "| grep code | tail -1 | cut -d: -f 2"
                logging.debug("Running \"%s\" (cwd=%s)", command, wd)
                lineCount = subprocess.check_output(command, cwd=wd, shell=True)
                jsonResult[framework] = int(lineCount)
            except subprocess.CalledProcessError:
                continue
            except ValueError as ve:
                logging.warn("Unable to get linecount for %s due to error '%s'", framework, ve)
        self.results['rawData']['slocCounts'] = jsonResult
    ############################################################
    # End __count_sloc
    ############################################################

    ############################################################
    # __count_commits
    #
    ############################################################
    def __count_commits(self):
        frameworks = gather_frameworks(include=self.test,
                                       exclude=self.exclude, benchmarker=self)

        def count_commit(directory, jsonResult):
            command = "git rev-list HEAD -- " + directory + " | sort -u | wc -l"
            try:
                commitCount = subprocess.check_output(command, shell=True)
                jsonResult[framework] = int(commitCount)
            except subprocess.CalledProcessError:
                pass

        # Because git can be slow when run in large batches, this
        # calls git up to 4 times in parallel. Normal improvement is ~3-4x
        # in my trials, or ~100 seconds down to ~25
        # This is safe to parallelize as long as each thread only
        # accesses one key in the dictionary
        threads = []
        jsonResult = {}
        t1 = datetime.now()
        for framework, testlist in frameworks.iteritems():
            directory = testlist[0].directory
            t = threading.Thread(target=count_commit, args=(directory,jsonResult))
            t.start()
            threads.append(t)
            # Git has internal locks, full parallel will just cause contention
            # and slowness, so we rate-limit a bit
            if len(threads) >= 4:
                threads[0].join()
                threads.remove(threads[0])

        # Wait for remaining threads
        for t in threads:
            t.join()
        t2 = datetime.now()
        # print "Took %s seconds " % (t2 - t1).seconds

        self.results['rawData']['commitCounts'] = jsonResult
        self.commits = jsonResult
    ############################################################
    # End __count_commits
    ############################################################

    ############################################################
    # __write_intermediate_results
    ############################################################
    def __write_intermediate_results(self,test_name,status_message):
        try:
            self.results["completed"][test_name] = status_message
            with open(os.path.join(self.full_results_directory(), 'results.json'), 'w') as f:
                f.write(json.dumps(self.results, indent=2))
        except (IOError):
            logging.error("Error writing results.json")

    ############################################################
    # End __write_intermediate_results
    ############################################################

    def __load_results(self):
        try:
            with open(os.path.join(self.full_results_directory(), 'results.json')) as f:
                self.results = json.load(f)
        except (ValueError, IOError):
            pass

    ############################################################
    # __finish
    ############################################################
    def __finish(self):
        if not self.list_tests and not self.parse:
            tests = self.__gather_tests
            # Normally you don't have to use Fore.BLUE before each line, but
            # Travis-CI seems to reset color codes on newline (see travis-ci/travis-ci#2692)
            # or stream flush, so we have to ensure that the color code is printed repeatedly
            prefix = Fore.CYAN
            for line in header("Verification Summary", top='=', bottom='').split('\n'):
                print prefix + line
            for test in tests:
                print prefix + "| Test: %s" % test.name
                if test.name in self.results['verify'].keys():
                    for test_type, result in self.results['verify'][test.name].iteritems():
                        if result.upper() == "PASS":
                            color = Fore.GREEN
                        elif result.upper() == "WARN":
                            color = Fore.YELLOW
                        else:
                            color = Fore.RED
                        print prefix + "|       " + test_type.ljust(11) + ' : ' + color + result.upper()
                else:
                    print prefix + "|      " + Fore.RED + "NO RESULTS (Did framework launch?)"
            print prefix + header('', top='', bottom='=') + Style.RESET_ALL

        print "Time to complete: " + str(int(time.time() - self.start_time)) + " seconds"
        print "Results are saved in " + os.path.join(self.result_directory, self.timestamp)

    ############################################################
    # End __finish
    ############################################################

    ##########################################################################################
    # Constructor
    ##########################################################################################

    ############################################################
    # Initialize the benchmarker. The args are the arguments
    # parsed via argparser.
    ############################################################
    def __init__(self, args):

        # Map type strings to their objects
        types = dict()
        types['json'] = JsonTestType()
        types['db'] = DBTestType()
        types['query'] = QueryTestType()
        types['fortune'] = FortuneTestType()
        types['update'] = UpdateTestType()
        types['plaintext'] = PlaintextTestType()

        # Turn type into a map instead of a string
        if args['type'] == 'all':
            args['types'] = types
        else:
            args['types'] = { args['type'] : types[args['type']] }
        del args['type']


        args['max_threads'] = args['threads']
        args['max_concurrency'] = max(args['concurrency_levels'])

        self.__dict__.update(args)
        # pprint(self.__dict__)

        self.start_time = time.time()
        self.run_test_timeout_seconds = 7200

        # setup logging
        logging.basicConfig(stream=sys.stderr, level=logging.INFO)

        # setup some additional variables
        if self.database_user == None: self.database_user = self.client_user
        if self.database_host == None: self.database_host = self.client_host
        if self.database_identity_file == None: self.database_identity_file = self.client_identity_file

        # Remember root directory
        self.fwroot = setup_util.get_fwroot()

        # setup current_benchmark.txt location
        self.current_benchmark = "/tmp/current_benchmark.txt"

        if hasattr(self, 'parse') and self.parse != None:
            self.timestamp = self.parse
        else:
            self.timestamp = time.strftime("%Y%m%d%H%M%S", time.localtime())

        # setup results and latest_results directories
        self.result_directory = os.path.join(self.fwroot, "results")
        if (args['clean'] or args['clean_all']) and os.path.exists(os.path.join(self.fwroot, "results")):
            shutil.rmtree(os.path.join(self.fwroot, "results"))

        # remove installs directories if --clean-all provided
        self.install_root = "%s/%s" % (self.fwroot, "installs")
        if args['clean_all']:
            os.system("sudo rm -rf " + self.install_root)
            os.mkdir(self.install_root)

        self.results = None
        try:
            with open(os.path.join(self.full_results_directory(), 'results.json'), 'r') as f:
                #Load json file into results object
                self.results = json.load(f)
        except IOError:
            logging.warn("results.json for test not found.")

        if self.results == None:
            self.results = dict()
            self.results['concurrencyLevels'] = self.concurrency_levels
            self.results['queryIntervals'] = self.query_levels
            self.results['frameworks'] = [t.name for t in self.__gather_tests]
            self.results['duration'] = self.duration
            self.results['rawData'] = dict()
            self.results['rawData']['json'] = dict()
            self.results['rawData']['db'] = dict()
            self.results['rawData']['query'] = dict()
            self.results['rawData']['fortune'] = dict()
            self.results['rawData']['update'] = dict()
            self.results['rawData']['plaintext'] = dict()
            self.results['completed'] = dict()
            self.results['succeeded'] = dict()
            self.results['succeeded']['json'] = []
            self.results['succeeded']['db'] = []
            self.results['succeeded']['query'] = []
            self.results['succeeded']['fortune'] = []
            self.results['succeeded']['update'] = []
            self.results['succeeded']['plaintext'] = []
            self.results['failed'] = dict()
            self.results['failed']['json'] = []
            self.results['failed']['db'] = []
            self.results['failed']['query'] = []
            self.results['failed']['fortune'] = []
            self.results['failed']['update'] = []
            self.results['failed']['plaintext'] = []
            self.results['verify'] = dict()
        else:
            #for x in self.__gather_tests():
            #  if x.name not in self.results['frameworks']:
            #    self.results['frameworks'] = self.results['frameworks'] + [x.name]
            # Always overwrite framework list
            self.results['frameworks'] = [t.name for t in self.__gather_tests]

        # Setup the ssh command string
        self.database_ssh_string = "ssh -T -o StrictHostKeyChecking=no " + self.database_user + "@" + self.database_host
        self.client_ssh_string = "ssh -T -o StrictHostKeyChecking=no " + self.client_user + "@" + self.client_host
        if self.database_identity_file != None:
            self.database_ssh_string = self.database_ssh_string + " -i " + self.database_identity_file
        if self.client_identity_file != None:
            self.client_ssh_string = self.client_ssh_string + " -i " + self.client_identity_file

            ############################################################
            # End __init__
            ############################################################