python-api-tesing/tools/run_server.py at master · amtech/python-api-tesing

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#!/usr/bin/python3

# -*- coding: utf-8 -*-

# Author: xurongzhong#126.com

# CreateDate: 2018-3-31

import argparse

import shutil

import os

import subprocess

import time

import re

from pathlib import Path

import sys

import shutil

import json

import pprint

import numpy as np

import zmail

import data_common

import servers

import count

import others

description = '''

功能：执行比对测试

活体示例：

python3 run_server.py liveness -t batch1.7.5

python3 run_server.py liveness -t batch1.7.6

python3 run_server.py liveness -t base

python3 run_server.py liveness -t bug

gaze示例：

python3 run_server.py gaze -t little -w -b /opt/test_tools/faceunlock_test_general_meil

landmark示例：

$ python3 run_server.py landmark -d /home/andrew/code/tmp/sensetime -w

比对示例：

$ python3 run_server.py verify -w -d /home/andrew/code/data/common/verify/china_500 -e jpg

$ python3 run_server.py verify -w -t vivo-verify-100

$ python3 run_server.py verify -w -d /home/andrew/code/data/common/verify/india_32/ -e yuv

检测示例：

$ python3 run_server.py detect -w -d /home/andrew/code/data/test/检测

睁闭眼示例：

$ python3 run_server.py eyestate -w -d /home/andrew/code/data/common/bug/Eye_state/FACEUNLOCK-1150

测试工具的目录：

活体：/opt/test_tools/faceunlock_test_general_meil

其他：/opt/test_tools/base/faceunlock_test_general_meil，即默认目录。

'''

parser = argparse.ArgumentParser(description=description,

formatter_class=argparse.RawTextHelpFormatter)

parser.add_argument('test_type', action="store", help=u'测试类型')

parser.add_argument('-d', action='store', dest='directory', default=None,

help='数据集目录')

parser.add_argument('-b', action='store', dest='base',

default='/opt/test_tools/release/linux-x86_64',

help='比对工具目录, 默认为/opt/test_tools/base/faceunlock_test_general_meil')

parser.add_argument('-e', action='store', dest='ext', default='',

help='文件扩展名，默认为ir')

parser.add_argument('-r', action='store', dest='recipients',

default='[email protected];[email protected]',

help='邮件接收者')

parser.add_argument('-s', action='store', dest='score', default=0.99,

type=float, help='分数阀值，默认0.99')

parser.add_argument('-t', action='store', dest='data_type', default='',

help='数据集类型')

parser.add_argument('-w', action="store_true", default=False, help=u'是否等待结束')

parser.add_argument('-o', action='store', dest='output', default='output',

help='输出目录')

parser.add_argument('--version', action='version',

version='%(prog)s 1.0 Rongzhong xu 2018 04 26')

options = parser.parse_args()

types = {

"verify": {

'name': 'verify',

'process': 'sample_verify',

'cmd':"nohup ./run -r output/i_enroll.txt output/i_real.txt > {}.log 2>&1 &".format(options.test_type),

'vivo-verify-100':'/home/andrew/code/data/tof/base_test_data/vivo-verify-100',

'vivo-verify-452':'/home/andrew/code/data/tof/base_test_data/vivo-verify-452',

'vivo-verify-611':'/home/andrew/code/data/tof/base_test_data/vivo-verify-611',

'little':'/home/andrew/code/data/tof/little_test_data/little_verify',

'bug':'/home/andrew/code/data/tof/bug/verify',

'file_type':'ir',

"gaze": {

'file_type':'ir',

'name': 'gaze_mn',

'process': 'sample_gaze_mn',

'flag':'/gaze/',

'cmd':"nohup ./run -f output/files.txt > {}.log 2>&1 &".format(options.test_type),

#'base':'/home/andrew/code/data/tof/base_test_data/vivo-gaze/20180418_a.m.-gaze',

'base':'/home/andrew/code/data/tof/base_test_data/vivo-gaze',

'little':'/home/andrew/code/data/tof/little_test_data/little_gaze',

'bug':'/home/andrew/code/data/tof/bug/gaze',

'nocase':'/home/andrew/code/data/tof/vivo3D_batch_test/gaze_batch/nocase(0423_0430_false2.2)',

'case':'/home/andrew/code/data/tof/vivo3D_batch_test/gaze_batch/0418_0419_0501_case',

'demo1.7.8':'/home/andrew/code/data/tof/vivo3D_batch_test/gaze_batch/demo_1.7.8--gaze_2.6.0_ceshi_20180430',

"liveness": {

'file_type':'ir,depth',

'name': 'liveness',

'process': 'sample_liveness',

'flag':'photo/',

'cmd': "nohup ./run -l output/files.txt > {}.log 2>&1 &".format(options.test_type),

'bug':"/home/andrew/code/data/tof/bug/liveness",

'base':'/home/andrew/code/data/tof/base_test_data/vivo-liveness',

'batch1.7.5':'/home/andrew/code/data/tof/vivo3D_batch_test/liveness_batch/demo_1.7.5_test',

'batch1.7.6':'/home/andrew/code/data/tof/vivo3D_batch_test/liveness_batch/demo_1.7.6_test',

'batch1.7.7':'/home/andrew/code/data/tof/vivo3D_batch_test/demo_1.7.7_test',

'little':'/home/andrew/code/data/data_set/2d/little/liveness',

"detect": {

'file_type':'ir',

'name': 'detect',

'process': 'sample_detect',

'flag':'photo/',

'cmd': "nohup ./run -d output/files.txt > {}.log 2>&1 &".format(options.test_type),

"eyestate": {

'file_type':'ir',

'name': 'eyestate',

'process': 'sample_eyestate',

'flag':'photo/',

'cmd': "nohup ./run -e output/files.txt > {}.log 2>&1 &".format(options.test_type),

"landmark":{

'file_type':'ir',

'name': 'detect',

'process': 'sample_align',

'flag':'/little_photo/',

'cmd':"nohup ./run -m output/files.txt > {}.log 2>&1 &".format(options.test_type),

}

tool = options.base

now = time.strftime("%Y-%m-%d_%H-%M-%S", time.localtime())

if options.directory is None:

if not options.data_type:

print("data_type不能为空")

exit(1)

options.directory = types[options.test_type][options.data_type]

file_name = "{}{}{}".format(tool, os.sep, "output/files.txt")

label_name = "{}{}{}".format(tool, os.sep, "output/labels.txt")

config_name = "{}{}{}".format(tool, os.sep, "config.json")

data_version = Path(options.directory).name

raw_config = Path(options.directory).parent / "config" / (data_version + ".json")

if raw_config.is_file():

shutil.copy2(raw_config, config_name)

# 检查配置文件，确认模型都存在

d = json.load(open(config_name))

print('\n{}\n'.format(config_name))

print('#'*80)

print('\n')

pprint.pprint(d)

for item in d['model']:

path = d['model'][item]

if not Path(options.base.rstrip(os.sep) + os.sep + path).exists():

print("Path: {} not exist".format(path))

sys.exit(0)

if options.ext:

types[options.test_type]['file_type'] = options.ext

if options.test_type != 'verify':

data_common.get_filelistandlabel(

options.directory,

types[options.test_type]['flag'],

filetype=types[options.test_type]['file_type'],

file_name=file_name,

label_name=label_name)

else:

file_name = "{}{}{}".format(tool, os.sep, "output/i_real.txt")

servers.build_verify_input(options.directory, tool + '/output',

filetype=types[options.test_type]['file_type'])

configs = open(config_name).read()

search = re.search('{0}.*?(\d+.\d+.\d+)'.format(types[options.test_type]['name']),

configs)

if not search:

print("Error: Can not find version!")

exit(1)

version = search.group(1)

print(types[options.test_type]['name'], version)

cmd1 = "cd {}".format(tool)

directory = "{0}{1}result{1}{2}-{3}-{4}-{5}".format(

tool, os.sep, options.test_type, now, options.data_type, version)

data_common.check_directory(directory)

shutil.copyfile(file_name,

"{}{}{}".format(directory, os.sep,os.path.basename(file_name)))

shutil.copyfile(label_name,

"{}{}{}".format(directory, os.sep,os.path.basename(label_name)))

shutil.copyfile(config_name,

"{}{}{}".format(directory, os.sep,os.path.basename(config_name)))

# anlyse result

if options.test_type == 'detect':

result = "{0}{1}{2}{1}{2}_output%files.txt.txt".format(

tool, os.sep, options.test_type)

else:

result = "{0}{1}{2}{1}{2}_output%files.txt.csv".format(

tool, os.sep, options.test_type)

if options.test_type == 'verify':

result = "{0}{1}{2}{1}{2}_score_output%i_enroll.txt.csv".format(

tool, os.sep, options.test_type)

if Path(result).exists():

os.remove(result)

cmd = "{} && {}".format(cmd1,types[options.test_type]['cmd'])

print(cmd)

subprocess.call(cmd,shell=True)

print("Please see result in {}".format(directory))

# wait for result

if not options.w:

exit(0)

print(result)

time.sleep(3)

if not Path(result).exists():

servers.wait_until_stop('sample')

# 如果比对工具有错，直接退出执行。

tool_log = "{}{}{}.log".format(

options.base.rstrip(os.sep), os.sep,options.test_type)

text = open(tool_log).read()

if 'faceunlock' in text or 'tmp' in text:

print('\n')

print("#"*30 + " ERROR " + "#"*30)

print(text)

sys.exit(1)

new_result = "{0}{1}{2}-result.csv".format(directory, os.sep, version)

print(result)

print(new_result)

time.sleep(1)

shutil.copyfile(result, new_result)

error_name = "{0}{1}{2}----result.xlsx".format(directory, os.sep, version)

if options.test_type == 'detect':

# 生成图片

names = data_common.file2list(result,basename=True)

data_common.output_file('/home/andrew/code/tmp/detection_results.txt', names)

subprocess.call("cd /home/andrew/code/tmp/facedet-profile && rm -rf cache",

shell=True)

subprocess.check_output("cd /home/andrew/code/tmp/facedet-profile && python3 get_roc.py > {}/log.txt".format(directory),

shell=True)

print("copyinig")

src = "/home/andrew/code/tmp/facedet-profile/roc.png"

dst = "{}/{}-roc.png".format(directory, version)

time.sleep(0.5)

shutil.copyfile(src, dst)

if options.test_type != 'verify':

values = "{0}{1}{2}-values.csv".format(directory, os.sep, version)

maps = data_common.concat_file(new_result, file_name, sep=',')

data_common.output_file(values, maps)

if options.test_type == 'liveness':

new_result_ = "{0}{1}{2}-result_.csv".format(directory, os.sep, version)

shutil.copyfile(result, new_result_)

cmd = "sed -i 's#-1#1#' {}".format(new_result_)

subprocess.call(cmd,shell=True)

time.sleep(3)

if options.data_type == 'base':

replace = '/home/andrew/code/data/tof/base_test_data/vivo-liveness/'

else:

replace = ''

df1, df2, df3, df4 = servers.get_liveness_server_result(

new_result, file_name, label_name, score=options.score,

replace=replace, error_name=error_name, type_=options.data_type)

roc = "{0}{1}{2}-roc.txt".format(directory, os.sep, version)

fprs = [0.0+0.1*p for p in np.arange(1,10)]

count.roc(new_result, label_name, output=roc, fprs=fprs)

t1 = '参数：\n{}\n结果目录：\n{}\n配置文件：\n{}\nROC：\n{}\n'.format(

" ".join(sys.argv), directory, open(config_name).read(), open(roc).read())

t2 = 'FAR_FRR：\n{}\n分类统计：\n{}'.format(df4.to_string(), df3.to_string())

print("sending email")

recipients = options.recipients.split(';')

if others.send_mail(recipients,"活体比对测试结果", t1 + t2, files=[error_name]):

print("发送成功")

if options.test_type == 'gaze':

fprs = [0.3,0.25,0.2,0.15,0.1,0.05,0.02,0.01,0.001]

roc = "{0}{1}{2}-roc.txt".format(directory, os.sep, version)

count.roc(result, label_name, fprs=fprs, output=roc, )

servers.get_gaze_server_result(new_result, file_name, label_name,

error_name=error_name, type_=options.data_type)

if options.test_type == 'eyestate':

servers.get_eye_server_result(values, error_name=error_name,)

if options.test_type == 'verify':

person_name = "{}{}{}".format(tool, os.sep, "output/i_enroll.txt")

print(person_name)

shutil.copyfile(person_name,

"{}{}{}".format(directory, os.sep, os.path.basename(person_name)))

roc = "{0}{1}{2}-roc.txt".format(directory, os.sep, version)

count.verify_roc(result, label_name, output=roc, )

servers.get_verify_server_result(

person_name, file_name, new_result,

replace_file=options.directory.rstrip(os.sep) + os.sep,

replace_name=options.base + '/output/enroll_list/',

error_name=error_name,

)

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