dl_images_gt.py

 

 

#!/usr/bin/env python3
import os
import sys
import datetime
import pandas as pd
import requests
from requests import Session
from requests.packages.urllib3.util import Retry
from requests.adapters import HTTPAdapter
import time
import logging
from logging.handlers import RotatingFileHandler
import re
from clickhouse_driver import Client
from multiprocessing import Process
from multiprocessing import cpu_count
import multiprocessing
def get_images_url():
    try:
                cursor = Client(host='127.0.0.1', port=9001, password='Ys_gz@2022')
    except:
                logging.info("连接失败！")
                sys.exit(1)
    #sql = "select license_plate2,xgbdp,ambdp,VIIDOBJECTID,location_id,capture_time,image_url1  from yisa_oe.vehicle_all where (license_plate2 like '粤Z%澳' or license_plate2 LIKE '粤Z%港') and date = '2022-06-26'"
    #sql = "select license_plate2,xgbdp,ambdp,VIIDOBJECTID,location_id,capture_time,image_url1  from yisa_oe.vehicle_all where license_plate2 LIKE '粤Z%港' and date = '2022-06-29'"
    sql = "select image_url1,capture_time from yisa_oe.face_all where hair_id = 1  and (clarity_id = 1 or clarity_id = 2) limit 20000"
    try:
                results = cursor.execute(sql)
    except:
                logging.error("语句执行错误！")
                sys.exit(1)
    data_list = [] #查询某天的港澳牌的行
    for row in results:
                row_list = list(row)
                logging.info(row)
                data_list.append(row_list)
    #df = pd.DataFrame(data_list,columns=['license_plate2','xgbdp','ambdp','VIIDOBJECTID','location_id','capture_time','image_url1'])
    df = pd.DataFrame(data_list,columns=['image_url1','capture_time'])
    return df['image_url1'],df['capture_time']
def download_img(img_url,num,result_path,ct,access_fail_c):
    os.chdir(result_path)
    # 以url命名
    #img_list =  re.findall(r'\/.*?\/.*?\/.*?\/.*?\/.*?\/.*?\/(.*\.)(JPG|jpg)',img_url)
    #img_name = img_list[0][0]+img_list[0][1]
    img_name = '_' + ct + '_' + str(num) + '.jpg'
    retries = Retry(total=10,backoff_factor=0.1,status_forcelist=[500])
    try:
                with Session() as s:
                        s.mount('http://',HTTPAdapter(max_retries=retries))
                        img_obj = s.get(img_url)
    except:
                access_fail_c.value = access_fail_c.value + 1
                logger.error("connect fail {}  ".format(img_url))
                logger.info("child_process {} exited... ".format(num))
                sys.exit(1)
    #排除404的情况
    if int(img_obj.status_code) != 200:
                access_fail_c.value = access_fail_c.value + 1
                logger.error("download {} fail staus = {}".format(img_url,img_obj.status_code))
    else:
                try:
                        with open(img_name,'wb') as f:
                                f.write(img_obj.content)
                        logger.info("saved success {}  staus = {}".format(img_url,img_obj.status_code))
                except:
                        access_fail_c.value = access_fail_c.value + 1
                        logger.error("saved fail {} fail staus = {}".format(img_url,img_obj.status_code))
    logger.info("child_process {} exited... ".format(num))
def start_process():
    access_fail_c = multiprocessing.Value('d',0)
    image_url,cts = get_images_url()
    process_list = []
    i = 0 
    result_path = os.path.dirname(os.path.abspath(__file__)) + "/result_images/"
    for url in image_url:
            if len(process_list) == cpu_count():
                while True:
                    #time.sleep(1)
                    flag = 0 
                    for p in process_list:
                        if not p.is_alive():
                            process_list.remove(p)
                            flag = 1 
                    if flag == 1:
                        break
            #print(str(cts[i]))
            #time_int = time.mktime(time.strptime(str(cts[i]),'%Y-%m-%d %H:%M:%S'))
            #time_obj = time.localtime(time_int)
            #cts[i] = time.strftime("%Y-%m-%d_%H-%M-%S",time_obj)
            Pro = Process(target=download_img,args=(url,i,result_path,cts[i],access_fail_c))
            logger.info("child_process {} started... ".format(i))
            Pro.start()
            process_list.append(Pro)
            i = i + 1 
    for p in process_list:
            p.join()
if __name__ == '__main__':
      logger = logging.getLogger()
      logger.setLevel(logging.DEBUG)
      handler = RotatingFileHandler(os.path.dirname(os.path.abspath(__file__)) + "/dl_images.log")
      formatter = logging.Formatter('%(asctime)s - %(levelname)s - %(message)s')
      handler.setFormatter(formatter)
      logger.addHandler(handler)
      start_process()