一. Gevent实例
import geventimport requestsfrom gevent import monkey# socket发送请求以后就会进入等待状态,gevent更改了这个机制# socket.setblocking(False) -->发送请求后就不会等待服务器响应monkey.patch_all() # 找到内置的socket并更改为gevent自己的东西 def fetch_async(method, url, req_kwargs): print(method, url, req_kwargs) response = requests.request(method=method, url=url, **req_kwargs) print(response.url, response.content) # ##### 发送请求 #####gevent.joinall([ # 这里spawn是3个任务[实际是3个协程],每个任务都会执行fetch_async函数 gevent.spawn(fetch_async, method='get', url='https://www.python.org/', req_kwargs={}), gevent.spawn(fetch_async, method='get', url='https://www.yahoo.com/', req_kwargs={}), gevent.spawn(fetch_async, method='get', url='https://github.com/', req_kwargs={}),])
二. grequests实例
grequests实际上就是封装了gevent里面的方法,然后配合requests实现异步的IOgrequests = gevent + requestgrequests.map() 内部实现
import grequests # 实际上就是requests + geventrequest_list = [ # 发送get请求 grequests.get('https://www.baidu.com/', timeout=10.001), grequests.get('https://www.taobao.com/'), grequests.get('https://hao.360.cn/')]# ##### 执行并获取响应列表 #####response_list = grequests.map(request_list) # 实际上内部循环执行gevent内部的joinall()方法print(response_list) # ##### 执行并获取响应列表(处理异常) ###### def exception_handler(request, exception):# print(request,exception)# print("Request failed") # response_list = grequests.map(request_list, exception_handler=exception_handler)# print(response_list)
三. 项目中的应用
def user_batch_import(self, token, file, data): v = self._user_role(token, {}) if "errcode" in v.keys(): return v if 'user[college_id]' not in v: return { "errcode": 2, "errmsg": str(v)} import xlrd show_url = Graphics.upload_image(file, data["context_type"], data["content_type"]) data_path = Graphics.format_nginx_data_url(show_url) book = xlrd.open_workbook(data_path) names = book.sheet_names() res = None for name in names: sheet = book.sheet_by_name(name) nrows = sheet.nrows # 行 if nrows == 0: print(nrows) continue else: q = queue.Queue(maxsize=nrows) threading.Thread(args=(q,)) first_line = sheet.row_values(0) if first_line != ['编号', '姓名', '邮箱', '密码', '电话', '地址', '角色'] and len(first_line) != 7: return { "errcode": 400, "errmsg": u"不支持此格式顺序的输入;正确格式:['编号', '姓名', '邮箱', '密码', '电话', '地址', '角色']"} for temp in range(1, nrows): rows = sheet.row_values(temp, start_colx=0, end_colx=None) if rows[6] == "老师": rows[6] = "TeacherEnrollment" elif rows[6] == "学生": rows[6] = "StudentEnrollment" elif rows[6] == "助教": rows[6] = "TaEnrollment" elif rows[6] == "设计者": rows[6] = "DesignerEnrollment" elif rows[6] == "观察者": rows[6] = "ObserverEnrollment" else: return { "errcode": 400, "errmsg": u"所写角色不存在,可选:【老师, 学生, 助教, 观察者, 设计者】"} query = { "user[name]": rows[1], "pseudonym[unique_id]": rows[2], "pseudonym[password]": rows[3], "user[tel]": rows[4], "user[company]": rows[5], "user[time_zone]": "Beijing", "user[locale]": "zh-Hans", "user[terms_of_use]": True, "user[role_name]": rows[6], "user[college_id]": v["user[college_id]"]} q.put(query) res = self._user_batch_import(q) return { "errcode": 0, "errmsg": str(res)} def _user_batch_import(self, q): from app.api.apis import very_email, very_password, very_phone header = { "Authorization": "Bearer %s" % AccessToken} request_res = [] while q.qsize() > 0: query = q.get() if very_email(query["pseudonym[unique_id]"]) and very_phone(query["user[tel]"], "tel") and very_password( query["pseudonym[password]"], "password"): pass else: del query response = grequests.post(API_CANVAS_HOST + '/api/v1/accounts/{account_id}/users'.format(account_id=1), headers=header, data=query) request_res.append(response) res = grequests.map(request_res) return res