根据关键词query获取google_img(api方式)

说明

根据关键词query获取google_img

USERNAME = “xxx”
PASSWORD = “xxx”

官网申请。

代码

首先获取图片链接，保存为json之后下载。

第一部分：链接保存为Json

import requests
from pprint import pprint
import pandas as pd
from tqdm import tqdm
import json
import time
import osname_list = ["cat","dog"]
USERNAME = "xxx"
PASSWORD = "xxx"
for object_name in name_list:start_page = 1length = 1total_it = 70print(object_name)for i in tqdm(range(total_it),desc=object_name):payload = {'source': 'google_search','domain': 'nl','query': object_name,'parse': True,'context': [{'key': 'tbm', 'value': 'isch'},],'start_page' : start_page,'pages' : length    }end_page = start_page+length# Get response.response = requests.post('https://realtime.oxylabs.io/v1/queries',auth=(USERNAME, PASSWORD),json=payload,)if not os.path.exists(f'./google_data/{object_name}'):os.makedirs(f'./google_data/{object_name}')with open(f'./google_data/{object_name}/object_name_page_{start_page}_to_{end_page}.json', 'w') as f:json.dump(response.json(), f,indent=4)start_page = end_pagetime.sleep(3)

第二部分：链接转换为img

import json
from tqdm import tqdm
import requests
import os 
folder = './google_data'
subname_list = os.listdir(folder)
down_folder = './google_image/img_download'
os.makedirs(down_folder,exist_ok=True)
fail_list = []
for subname in subname_list:subfolder = os.path.join(folder,subname)path_lists = os.listdir(subfolder)cnt = 0img_down_list = []for mypath in path_lists:json_path = os.path.join(subfolder,mypath)with open(json_path) as file:data = json.load(file)try:img_urls = data['results'][0]['content']['results']['organic']for img_url_item in tqdm(img_urls,desc=f'{subname}-{mypath[-7:-5]}'): img_url = img_url_item['image']if img_url in img_down_list:continueelse:img_down_list.append(img_url)# try:#     # except:#     print('None')if 'http' in img_url:response = requests.get(img_url)if response.status_code == 200:os.makedirs(f'./{down_folder}/{subname}',exist_ok=True)with open(f'./{down_folder}/{subname}/{subname}_{cnt}.jpg', 'wb') as file:file.write(response.content)#print('图片下载成功')cnt += 1else:print('图片下载失败，状态码:', response.status_code)  #print(img_url)except:print(subname)fail_list.append(subname)#break#break
#print(fail_list)
unique_set = set(fail_list)
unique_list = list(unique_set)
print(unique_list)
filename = 'my_list.txt'# 打开文件进行写入
with open(filename, 'w') as file:for item in unique_list:# 写入每个元素，每个元素后面跟一个换行符file.write(item + '\n')