首页 > 代码库 > Python3.4 12306 2015年3月验证码识别
Python3.4 12306 2015年3月验证码识别
import ssl import json from PIL import Image import requests import re import urllib.request as urllib2 if hasattr(ssl, ‘_create_unverified_context‘): ssl.create_default_context = ssl._create_unverified_context UA = "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_2) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2272.89 Safari/537.36" pic_url = "https://kyfw.12306.cn/otn/passcodeNew/getPassCodeNew?module=login&rand=sjrand&0.21191171556711197" def imgCut(): pic_obj = Image.open(‘./tmp.jpg‘) box = (120, 0, 290, 25) region = pic_obj.crop(box) region.save(‘./text.jpg‘) def ocrApi(): filename = ‘./text.jpg‘ upload_pic_url = "http://cn.docs88.com/pdftowordupload2.php" filename_tmp = filename.split(‘/‘)[-1] headers_fake = { ‘ccept‘: ‘*/*‘, ‘Accept-Encoding‘: ‘gzip, deflate‘, ‘Accept-Language‘: ‘zh-CN,zh;q=0.8,en;q=0.6‘, ‘Connection‘: ‘keep-alive‘, ‘Host‘: ‘cn.docs88.com‘, ‘Origin‘: ‘http://cn.docs88.com‘, ‘User-Agent‘: ‘Mozilla/5.0 (KHTML, like Gecko) Chrome/41.0.2272.89‘, ‘X-Requested-With‘: ‘ShockwaveFlash/17.0.0.134‘, } para = {‘Filename‘: filename_tmp, ‘sourcename‘: filename_tmp, ‘sourcelanguage‘: ‘cn‘, ‘desttype‘: ‘txt‘, ‘Upload‘: ‘Submit Query‘, } upload_pic = requests.post(upload_pic_url, data=http://www.mamicode.com/para, files={"Filedata" : open(filename, ‘rb‘)}, headers=headers_fake) text_result_url = ‘http://cn.docs88.com/‘ + str(upload_pic.content)[5:-1] text_result = urllib2.urlopen(text_result_url).read().decode() return text_result def get_img(): resp = urllib2.urlopen(pic_url) raw = resp.read() with open(‘./tmp.jpg‘, ‘wb‘) as fp: fp.write(raw) return Image.open(‘./tmp.jpg‘) def get_sub_img(im, x, y): assert 0 <= x <= 3 assert 0 <= y <= 2 #WITH = HEIGHT = 68 left = 5 + (67 + 5) * x top = 41 + (67 + 5) * y right = left + 67 bottom = top + 67 return im.crop((left, top, right, bottom)) def baidu_stu_lookup(im): url = "http://stu.baidu.com/n/image?fr=html5&needRawImageUrl=true&id=WU_FILE_0&name=233.png&type=image%2Fpng&lastModifiedDate=Mon+Mar+16+2015+20%3A49%3A11+GMT%2B0800+(CST)&size=" im.save("./query_temp_img.png") raw = open("./query_temp_img.png", ‘rb‘).read() url = url + str(len(raw)) req = urllib2.Request(url, raw, {‘Content-Type‘: ‘image/png‘, ‘User-Agent‘: UA}) resp_url = urllib2.urlopen(req).read() url = "http://stu.baidu.com/n/searchpc?queryImageUrl=" + urllib2.quote(resp_url) req = urllib2.Request(url, headers={‘User-Agent‘: UA}) resp = urllib2.urlopen(req) html = resp.read().decode() return baidu_stu_html_extract(html) def baidu_stu_html_extract(html): pattern = re.compile(r"keywords:‘(.*?)‘") matches = pattern.findall(html) if not matches: return ‘[UNKOWN]‘ json_str = matches[0] json_str = json_str.replace(‘\\x22‘, ‘"‘).replace(‘\\\\‘, ‘\\‘) result = [item[‘keyword‘] for item in json.loads(json_str)] return ‘|‘.join(result) if result else ‘[UNKOWN]‘ if __name__ == ‘__main__‘: im = get_img() imgCut() captcha_text = ocrApi() print(captcha_text) dic_list = {} count = 0 for y in range(2): for x in range(4): count += 1 im2 = get_sub_img(im, x, y) result = baidu_stu_lookup(im2) dic_list[count] = result print((y, x), result) if captcha_text.strip(): print(‘\n可能的结果是:‘) maybe_result = [] for v in dic_list: for c in range(len(captcha_text.strip())): text = (captcha_text)[c] if text in dic_list[v]: _str_res = ‘%s --- %s‘ % (v, dic_list[v]) maybe_result.append(_str_res) for r in list(set(maybe_result)): print(r) else: print(‘False‘)
<span style="font-family: Arial, Helvetica, sans-serif;">改自 https://gist.github.com/Evi1m0/fbbdb1ba7c66cc4e1bb2</span>
<span style="font-family: Arial, Helvetica, sans-serif;"></span><h2 style="font-family: ‘Microsoft Yahei‘, sans-serif; margin: 0px; padding: 0px; line-height: 26px;">转载请注明作者与出处:<a target=_blank target="_blank" href="http://blog.csdn.net/u013511642" style="color: rgb(202, 0, 0); text-decoration: none;">http://blog.csdn.net/u013511642</a> 王小涛_同學</h2>
Python3.4 12306 2015年3月验证码识别