run_comparison.py

#!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.

"""
This script builds and runs the comparison app, switching from one library to the next,
taking measurements as it goes, and outputs the results neatly.

Due to a bug, you must specify the CPU when running the script.
Use -c armeabi-v7a for most phones. Use -c arm64 for 64-bit ARM devices. 
Some emulators and tablets will need -c x86.

To select a subset of the libraries, use the -s option with a
space-separated list. Available options are fresco, fresco-okhttp,
glide, volley, drawee-volley, uil, picasso, and aquery.

To see the comparison for only network or local images, use -d network or -d local.

Note that Volley does not support local images, and fresco and fresco-okhttp
are identical for local images.

Results will vary based on the the device, the network conditions and the mix of images available.

Example: to run a local-only comparison of fresco and picasso on an ARM v7 device:
./run_comparison.py -s fresco picasso -d local -c armeabi-v7a

"""

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals

import argparse
import glob
import os
import re
import tempfile

from collections import namedtuple
from subprocess import check_call, PIPE, Popen

""" List of tested libraries """
TESTS = (
    'fresco',
    'fresco-okhttp',
    'glide',
    'picasso',
    'uil',
    'volley',
    'drawee-volley',
    'aquery',
)

TEST_SOURCES = (
    'network',
    'local'
)

ABIS = (
    'arm64-v8a',
    'armeabi-v7a',
    'x86',
    'x86_64'
)


""" Appends test class name to method name """
TEST_PATTERN = 'test{}{}'

""" Named tuple containing relevant numbers reported by a test """
Stats = namedtuple('Stats', [
    'success_wait_times',
    'failure_wait_times',
    'cancellation_wait_times',
    'java_heap_sizes',
    'native_heap_sizes',
    'skipped_frames'])


def parse_args():
    parser = argparse.ArgumentParser(
        description='Runs comparison test and processes results')
    parser.add_argument('-s', '--scenarios', choices=TESTS, nargs='+')
    parser.add_argument('-d', '--sources', choices=TEST_SOURCES, nargs='+')
    parser.add_argument('-c', '--cpu', choices=ABIS, required=True)
    return parser.parse_args()


def start_subprocess(command, **kwargs):
    """ Starts subprocess after printing command to stdout. """
    return Popen(command.split(), **kwargs)


def run_command(command):
    """ Runs given command and waits for it to terminate.
        Prints the command to stdout and redirects its output to /dev/null. """
    with open('/dev/null', 'w') as devnull:
        check_call(command.split(), stdout=devnull, stderr=devnull)


def gradle(*tasks):
    """ Runs given gradle tasks """
    if tasks:
        run_command('./gradlew {}'.format(" ".join(tasks)))


def adb(command):
    """ Runs adb command - arguments are given as single string"""
    run_command('adb {}'.format(command))


def install_apks(abi):
    """ Installs comparison app and test apks """
    print("Installing comparison app...")
    gradle(':samples:comparison:assembleDebug',
           ':samples:comparison:assembleDebugAndroidTest')
    adb('uninstall com.facebook.samples.comparison')
    adb('uninstall com.facebook.samples.comparison.test')
    cmd = ('install -r samples/comparison/build/outputs/apk/comparison-'
           '{}-debug.apk'.format(abi))
    adb(cmd)
    adb('install -r samples/comparison/build/outputs/apk/'
        'comparison-debug-androidTest-unaligned.apk')


class ComparisonTest:
    """ Comparison test case """
    def __init__(
            self,
            method_name,
            class_name='com.facebook.samples.comparison.test.ScrollTest',
            test_package='com.facebook.samples.comparison.test',
            test_runner='android.test.InstrumentationTestRunner'):
        self.method_name = method_name
        self.class_name = class_name
        self.test_package = test_package
        self.test_runner = test_runner

    def __call__(self):
        """ Executes test case and captures logcat output """
        adb('logcat -c')
        with tempfile.TemporaryFile() as logcat_file:
            logcat_reader = start_subprocess(
                'adb logcat',
                stdout=logcat_file)
            adb('shell am instrument -w -e class {}#{} {}/{}'.format(
                self.class_name,
                self.method_name,
                self.test_package,
                self.test_runner))
            logcat_reader.terminate()
            logcat_reader.wait()

            logcat_file.seek(0)
            self.logcat = logcat_file.readlines()


def get_float_from_logs(regex, logs):
    pattern = re.compile(regex)
    return [float(match.group(1)) for match in map(pattern.search, logs) if match]


def get_int_from_logs(regex, logs):
    pattern = re.compile(regex)
    return [int(match.group(1)) for match in map(pattern.search, logs) if match]


def get_stats(logs):
    pattern = re.compile("""]: loaded after (\d+) ms""")
    success_wait_times = [
        int(match.group(1)) for match in map(pattern.search, logs) if match]

    pattern = re.compile("""]: failed after (\d+) ms""")
    failure_wait_times = [
        int(match.group(1)) for match in map(pattern.search, logs) if match]

    pattern = re.compile("""]: cancelled after (\d+) ms""")
    cancellation_wait_times = [
        int(match.group(1)) for match in map(pattern.search, logs) if match]

    pattern = re.compile("""\s+(\d+.\d+) MB Java""")
    java_heap_sizes = [
        float(match.group(1)) for match in map(pattern.search, logs) if match]

    pattern = re.compile("""\s+(\d+.\d+) MB native""")
    native_heap_sizes = [
        float(match.group(1)) for match in map(pattern.search, logs) if match]

    pattern = re.compile("""Skipped (\d+) frames!  The application may be""")
    skipped_frames = [
        int(match.group(1)) for match in map(pattern.search, logs) if match]

    return Stats(
        success_wait_times,
        failure_wait_times,
        cancellation_wait_times,
        java_heap_sizes,
        native_heap_sizes,
        skipped_frames)


def print_stats(stats):
    successes = len(stats.success_wait_times)
    cancellations = len(stats.cancellation_wait_times)
    failures = len(stats.failure_wait_times)
    total_count = successes + cancellations + failures

    if total_count == 0:
        print("Unable to read logs.")
        return

    total_wait_time = (
        sum(stats.success_wait_times) +
        sum(stats.cancellation_wait_times) +
        sum(stats.failure_wait_times))

    avg_wait_time = float(total_wait_time) / total_count

    max_java_heap = max(stats.java_heap_sizes)
    max_native_heap = max(stats.native_heap_sizes)

    total_skipped_frames = sum(stats.skipped_frames)

    print("Average wait time    = {0:.1f}".format(avg_wait_time))
    print("Successful requests  = {}".format(successes))
    print("Failures             = {}".format(failures))
    print("Cancellations        = {}".format(cancellations))
    print("Max java heap        = {0:.1f}".format(max_java_heap))
    print("Max native heap      = {0:.1f}".format(max_native_heap))
    print("Total skipped frames = {}".format(total_skipped_frames))


def get_test_name(option_name, source_name):
    return TEST_PATTERN.format(
        ''.join(word.capitalize() for word in option_name.split('-')), source_name.capitalize())

def valid_scenario(scenario_name, source_name):
    return source_name != 'local' or (scenario_name != 'volley' and scenario_name != 'drawee-volley')


def list_producers():
    sdir = os.path.dirname(os.path.abspath(__file__))
    producer_path = '%s/imagepipeline/src/main/java/com/facebook/imagepipeline/producers/*Producer.java' % sdir
    files = glob.glob(producer_path)
    return [f.split('.')[0].split('/')[-1] for f in files]


def print_fresco_perf_line(margin, name, times):
    length = len(times)
    if length == 0:
        return
    print("%s: %d requests, avg %d" % (name.rjust(margin), length, float(sum(times)) / length))


def print_fresco_perf(logs):
    producers = list_producers()
    margin = max([len(p) for p in producers])
    requests = get_int_from_logs(""".*RequestLoggingListener.*onRequestSuccess.*elapsedTime:\s(\d+).*""", logs)
    print_fresco_perf_line(margin, 'Total', requests)
    for producer in producers:
        queue = get_int_from_logs(".*onProducerFinishWithSuccess.*producer:\s%s.*queueTime=(\d+).*" % producer, logs)
        print_fresco_perf_line(margin, '%s queue' % producer, queue)
        times = get_int_from_logs(".*onProducerFinishWithSuccess.*producer:\s%s.*elapsedTime:\s(\d+).*" % producer, logs)
        print_fresco_perf_line(margin, producer, times)


def main():
    args = parse_args()
    scenarios = []
    sources = []
    if args.scenarios:
        scenarios = args.scenarios
    else:
        scenarios = TESTS

    if args.sources:
        sources = args.sources
    else:
        sources = TEST_SOURCES

    install_apks(args.cpu)

    for source_name in sources:
        for scenario_name in scenarios:
            if valid_scenario(scenario_name, source_name):
                print()
                print('Testing {} {}'.format(scenario_name, source_name))
                print(get_test_name(scenario_name, source_name))
                test = ComparisonTest(get_test_name(scenario_name, source_name))
                test()
                stats = get_stats(test.logcat)
                print_stats(stats)
                if scenario_name[:6] == 'fresco':
                    print()
                    print_fresco_perf(test.logcat)

if __name__ == "__main__":
    main()