mirror of https://github.com/injetlee/Python.git
face_id
injetlee
parent
3568adb2e4
commit
a5b61ddcfd
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# 详细使用请看文章
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[Python微信公众号开发—小白篇(一)](https://mp.weixin.qq.com/s/iMPUC0yxI-zuf4AjtyAu6g)
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[Python公众号开发—颜值检测]
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import falcon
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from falcon import uri
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from wechatpy.utils import check_signature
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from wechatpy.exceptions import InvalidSignatureException
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from wechatpy import parse_message
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from wechatpy.replies import TextReply, ImageReply
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from utils import img_download, img_upload
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from face_id import access_api
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class Connect(object):
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@ -25,18 +29,24 @@ class Connect(object):
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xml = req.stream.read()
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msg = parse_message(xml)
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if msg.type == 'text':
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print('hello')
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reply = TextReply(content=msg.content, message=msg)
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xml = reply.render()
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resp.body = (xml)
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resp.status = falcon.HTTP_200
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elif msg.type == 'image':
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reply = ImageReply(media_id=msg.media_id, message=msg)
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name = img_download(msg.image, msg.source) # 下载图片
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print(name)
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r = access_api('images/' + name)
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if r == '检测成功':
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media_id = img_upload('image', 'faces/' + name) # 上传图片，得到 media_id
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reply = ImageReply(media_id=media_id, message=msg)
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else:
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reply = TextReply(content='人脸检测失败，请上传1M以下人脸清晰的照片', message=msg)
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xml = reply.render()
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resp.body = (xml)
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resp.status = falcon.HTTP_200
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app = falcon.API()
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connect = Connect()
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app.add_route('/connect', connect)
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import time
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import random
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import base64
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import hashlib
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import requests
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from urllib.parse import urlencode
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import cv2
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import numpy as np
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from PIL import Image, ImageDraw, ImageFont
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import os
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# 一.计算接口鉴权，构造请求参数
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def random_str():
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'''得到随机字符串nonce_str'''
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str = 'abcdefghijklmnopqrstuvwxyz'
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r = ''
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for i in range(15):
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index = random.randint(0,25)
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r += str[index]
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return r
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def image(name):
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with open(name, 'rb') as f:
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content = f.read()
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return base64.b64encode(content)
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def get_params(img):
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'''组织接口请求的参数形式，并且计算sign接口鉴权信息，
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最终返回接口请求所需要的参数字典'''
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params = {
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'app_id': '1106860829',
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'time_stamp': str(int(time.time())),
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'nonce_str': random_str(),
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'image': img,
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'mode': '0'
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}
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sort_dict = sorted(params.items(), key=lambda item: item[0], reverse=False) # 排序
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sort_dict.append(('app_key', 'P8Gt8nxi6k8vLKbS')) # 添加app_key
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rawtext = urlencode(sort_dict).encode() # URL编码
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sha = hashlib.md5()
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sha.update(rawtext)
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md5text = sha.hexdigest().upper() # 计算出sign，接口鉴权
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params['sign'] = md5text # 添加到请求参数列表中
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return params
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# 二.请求接口URL
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def access_api(img):
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print(img)
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frame = cv2.imread(img)
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nparry_encode = cv2.imencode('.jpg', frame)[1]
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data_encode = np.array(nparry_encode)
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img_encode = base64.b64encode(data_encode) # 图片转为base64编码格式
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url = 'https://api.ai.qq.com/fcgi-bin/face/face_detectface'
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res = requests.post(url, get_params(img_encode)).json() # 请求URL,得到json信息
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# 把信息显示到图片上
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if res['ret'] == 0: # 0代表请求成功
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pil_img = Image.fromarray(cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)) # 把opencv格式转换为PIL格式，方便写汉字
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draw = ImageDraw.Draw(pil_img)
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for obj in res['data']['face_list']:
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img_width = res['data']['image_width'] # 图像宽度
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img_height = res['data']['image_height'] # 图像高度
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# print(obj)
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x = obj['x'] # 人脸框左上角x坐标
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y = obj['y'] # 人脸框左上角y坐标
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w = obj['width'] # 人脸框宽度
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h = obj['height'] # 人脸框高度
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# 根据返回的值，自定义一下显示的文字内容
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if obj['glass'] == 1: # 眼镜
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glass = '有'
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else:
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glass = '无'
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if obj['gender'] >= 70: # 性别值从0-100表示从女性到男性
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gender = '男'
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elif 50 <= obj['gender'] < 70:
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gender = "娘"
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elif obj['gender'] < 30:
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gender = '女'
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else:
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gender = '女汉子'
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if 90 < obj['expression'] <= 100: # 表情从0-100，表示笑的程度
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expression = '一笑倾城'
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elif 80 < obj['expression'] <= 90:
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expression = '心花怒放'
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elif 70 < obj['expression'] <= 80:
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expression = '兴高采烈'
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elif 60 < obj['expression'] <= 70:
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expression = '眉开眼笑'
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elif 50 < obj['expression'] <= 60:
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expression = '喜上眉梢'
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elif 40 < obj['expression'] <= 50:
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expression = '喜气洋洋'
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elif 30 < obj['expression'] <= 40:
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expression = '笑逐颜开'
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elif 20 < obj['expression'] <= 30:
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expression = '似笑非笑'
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elif 10 < obj['expression'] <= 20:
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expression = '半嗔半喜'
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elif 0 <= obj['expression'] <= 10:
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expression = '黯然伤神'
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delt = h // 5 # 确定文字垂直距离
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# 写入图片
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if len(res['data']['face_list']) > 1: # 检测到多个人脸，就把信息写入人脸框内
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font = ImageFont.truetype('yahei.ttf', w // 8, encoding='utf-8') # 提前把字体文件下载好
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draw.text((x + 10, y + 10), '性别 :' + gender, (76, 176, 80), font=font)
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draw.text((x + 10, y + 10 + delt * 1), '年龄 :' + str(obj['age']), (76, 176, 80), font=font)
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draw.text((x + 10, y + 10 + delt * 2), '表情 :' + expression, (76, 176, 80), font=font)
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draw.text((x + 10, y + 10 + delt * 3), '魅力 :' + str(obj['beauty']), (76, 176, 80), font=font)
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draw.text((x + 10, y + 10 + delt * 4), '眼镜 :' + glass, (76, 176, 80), font=font)
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elif img_width - x - w < 170: # 避免图片太窄，导致文字显示不完全
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font = ImageFont.truetype('yahei.ttf', w // 8, encoding='utf-8')
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draw.text((x + 10, y + 10), '性别 :' + gender, (76, 176, 80), font=font)
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draw.text((x + 10, y + 10 + delt * 1), '年龄 :' + str(obj['age']), (76, 176, 80), font=font)
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draw.text((x + 10, y + 10 + delt * 2), '表情 :' + expression, (76, 176, 80), font=font)
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draw.text((x + 10, y + 10 + delt * 3), '魅力 :' + str(obj['beauty']), (76, 176, 80), font=font)
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draw.text((x + 10, y + 10 + delt * 4), '眼镜 :' + glass, (76, 176, 80), font=font)
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else:
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font = ImageFont.truetype('yahei.ttf', 20, encoding='utf-8')
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draw.text((x + w + 10, y + 10), '性别 :' + gender, (76, 176, 80), font=font)
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draw.text((x + w + 10, y + 10 + delt * 1), '年龄 :' + str(obj['age']), (76, 176, 80), font=font)
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draw.text((x + w + 10, y + 10 + delt * 2), '表情 :' + expression, (76, 176, 80), font=font)
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draw.text((x + w + 10, y + 10 + delt * 3), '魅力 :' + str(obj['beauty']), (76, 176, 80), font=font)
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draw.text((x + w + 10, y + 10 + delt * 4), '眼镜 :' + glass, (76, 176, 80), font=font)
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draw.rectangle((x, y, x + w, y + h), outline="#4CB050") # 画出人脸方框
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cv2img = cv2.cvtColor(np.array(pil_img), cv2.COLOR_RGB2BGR) # 把 pil 格式转换为 cv
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cv2.imwrite('faces/{}'.format(os.path.basename(img)), cv2img) # 保存图片到 face 文件夹下
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return '检测成功'
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else:
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return '检测失败'
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import requests
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import json
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import threading
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import time
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import os
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token = ''
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app_id = 'wxfc6adcdd7593a712'
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secret = '429d85da0244792be19e0deb29615128'
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def img_download(url, name):
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r = requests.get(url)
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with open('images/{}-{}.jpg'.format(name, time.strftime("%Y_%m_%d%H_%M_%S", time.localtime())), 'wb') as fd:
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fd.write(r.content)
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if os.path.getsize(fd.name) >= 1048576:
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return 'large'
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# print('namename', os.path.basename(fd.name))
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return os.path.basename(fd.name)
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def get_access_token(appid, secret):
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'''获取access_token,100分钟刷新一次'''
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url = 'https://api.weixin.qq.com/cgi-bin/token?grant_type=client_credential&appid={}&secret={}'.format(appid, secret)
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r = requests.get(url)
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parse_json = json.loads(r.text)
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global token
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token = parse_json['access_token']
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global timer
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timer = threading.Timer(6000, get_access_token)
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timer.start()
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def img_upload(mediaType, name):
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global token
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url = "https://api.weixin.qq.com/cgi-bin/media/upload?access_token=%s&type=%s" % (token, mediaType)
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files = {'media': open('{}'.format(name), 'rb')}
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r = requests.post(url, files=files)
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parse_json = json.loads(r.text)
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return parse_json['media_id']
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get_access_token(app_id, secret)
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