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随着中国社会经济的快速发展,民众的生活质量不断提高,网络一直在改变这人们的生活,包括衣食住行方便都在被网络所渗透。现代生活中,人们为了缓解生活中的精神疲惫,常常选择通过美食来放松身心。随着各地美食的普及程度的提高,意味着人们的生活水平质量不断的在提高。美食不仅会带给我们视觉的享受,同时还会带来身心的一个满足。以往得知好吃的美食大多都是通过周围朋友的口述评价等,这样得知的形式过于狭义,不能代表大多数人的一个评价与口味。另外,由于每一个人的口味差异的不同,大家无法得知其他人对美食的评价。此时就需要通过一个媒介收集大家不同感受并公开于众,有了更多的声音,才能更好的去对美食做一个系统的评论与推荐。
基于Python的美食推荐系统,选用B/S模式,应用django技术, MySQL为后台数据库。系统主要包括首页,个人中心,美景、美食推荐、地图、评论、收藏、搜索、查看美食视频、查看美景美食资讯新闻、发帖组团同游、美食分类管理、用户管理,分享管理等功能模块。
基于Python的美食推荐系统的设计与实现的设计思想如下:
1、操作简单方便、系统界面安全良好:简单明了的页面布局,方便查询景点中的美食相关信息。
2、即时可见:对美食、景点信息的处理将立马在搜索中可以查询到,从而实现“即时搜素、即时推荐”的系统功能。
基于Python的美食推荐系统的业务流程图如下所示。
1.登录流程图
2.添加信息流程图
3.注册信息流程图
3.1 评论美景视频
3.2 查看美食视频
3.3 地图查看美景地点
3.4 搜索美景
3.5 美食推荐
3.6 美食资讯文章
3.7 发帖组团旅游
3.8 后台美食信息管理
def handanmeishi_list(request):
'''
前台分页
'''
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": mes.normal_code, "data":{"currPage":1,"totalPage":1,"total":1,"pageSize":10,"list":[]}}
req_dict = request.session.get("req_dict")
#获取全部列名
columns= handanmeishi.getallcolumn( handanmeishi, handanmeishi)
#表属性[foreEndList]前台list:和后台默认的list列表页相似,只是摆在前台,否:指没有此页,是:表示有此页(不需要登陆即可查看),前要登:表示有此页且需要登陆后才能查看
try:
__foreEndList__=handanmeishi.__foreEndList__
except:
__foreEndList__=None
if __foreEndList__=="前要登":
tablename=request.session.get("tablename")
if tablename!="users" and 'userid' in columns:
try:
req_dict['userid']=request.session.get("params").get("id")
except:
pass
#forrEndListAuth
try:
__foreEndListAuth__=handanmeishi.__foreEndListAuth__
except:
__foreEndListAuth__=None
#authSeparate
try:
__authSeparate__=handanmeishi.__authSeparate__
except:
__authSeparate__=None
if __foreEndListAuth__ =="是" and __authSeparate__=="是":
tablename=request.session.get("tablename")
if tablename!="users":
req_dict['userid']=request.session.get("params",{"id":0}).get("id")
tablename = request.session.get("tablename")
if tablename == "users" and req_dict.get("userid") != None:#判断是否存在userid列名
del req_dict["userid"]
else:
__isAdmin__ = None
allModels = apps.get_app_config('main').get_models()
for m in allModels:
if m.__tablename__==tablename:
try:
__isAdmin__ = m.__isAdmin__
except:
__isAdmin__ = None
break
if __isAdmin__ == "是":
if req_dict.get("userid"):
del req_dict["userid"]
else:
#非管理员权限的表,判断当前表字段名是否有userid
if "userid" in columns:
try:
# 本接口可以匿名访问,所以try判断是否为匿名
req_dict['userid']=request.session.get("params").get("id")
except:
pass
#当列属性authTable有值(某个用户表)[该列的列名必须和该用户表的登陆字段名一致],则对应的表有个隐藏属性authTable为”是”,那么该用户查看该表信息时,只能查看自己的
try:
__authTables__=handanmeishi.__authTables__
except:
__authTables__=None
if __authTables__!=None and __authTables__!={} and __foreEndListAuth__=="是":
try:
del req_dict['userid']
except:
pass
for authColumn,authTable in __authTables__.items():
if authTable==tablename:
params = request.session.get("params")
req_dict[authColumn]=params.get(authColumn)
break
if handanmeishi.__tablename__[:7]=="discuss":
try:
del req_dict['userid']
except:
pass
msg['data']['list'], msg['data']['currPage'], msg['data']['totalPage'], msg['data']['total'], \
msg['data']['pageSize'] = handanmeishi.page(handanmeishi, handanmeishi, req_dict)
return JsonResponse(msg)
def handanmeishi_save(request):
'''
后台新增
'''
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": mes.normal_code, "data": {}}
req_dict = request.session.get("req_dict")
tablename=request.session.get("tablename")
__isAdmin__ = None
allModels = apps.get_app_config('main').get_models()
for m in allModels:
if m.__tablename__==tablename:
try:
__isAdmin__ = m.__isAdmin__
except:
__isAdmin__ = None
break
#获取全部列名
columns= handanmeishi.getallcolumn( handanmeishi, handanmeishi)
if tablename!='users' and req_dict.get("userid")!=None and 'userid' in columns and __isAdmin__!='是':
params=request.session.get("params")
req_dict['userid']=params.get('id')
error= handanmeishi.createbyreq(handanmeishi,handanmeishi, req_dict)
if error!=None:
msg['code'] = crud_error_code
msg['msg'] = error
return JsonResponse(msg)
def handanmeishi_add(request):
'''
前台新增
'''
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": mes.normal_code, "data": {}}
req_dict = request.session.get("req_dict")
#获取全部列名
columns= handanmeishi.getallcolumn( handanmeishi, handanmeishi)
try:
__authSeparate__=handanmeishi.__authSeparate__
except:
__authSeparate__=None
if __authSeparate__=="是":
tablename=request.session.get("tablename")
if tablename!="users" and 'userid' in columns:
try:
req_dict['userid']=request.session.get("params").get("id")
except:
pass
try:
__foreEndListAuth__=handanmeishi.__foreEndListAuth__
except:
__foreEndListAuth__=None
if __foreEndListAuth__ and __foreEndListAuth__!="否":
tablename=request.session.get("tablename")
if tablename!="users":
req_dict['userid']=request.session.get("params").get("id")
error= handanmeishi.createbyreq(handanmeishi,handanmeishi, req_dict)
if error!=None:
msg['code'] = crud_error_code
msg['msg'] = error
return JsonResponse(msg)
def handanmeishi_thumbsup(request,id_):
'''
点赞:表属性thumbsUp[是/否],刷表新增thumbsupnum赞和crazilynum踩字段,
'''
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": mes.normal_code, "data": {}}
req_dict = request.session.get("req_dict")
id_=int(id_)
type_=int(req_dict.get("type",0))
rets=handanmeishi.getbyid(handanmeishi,handanmeishi,id_)
update_dict={
"id":id_,
}
if type_==1:#赞
update_dict["thumbsupnum"]=int(rets[0].get('thumbsupnum'))+1
elif type_==2:#踩
update_dict["crazilynum"]=int(rets[0].get('crazilynum'))+1
error = handanmeishi.updatebyparams(handanmeishi,handanmeishi, update_dict)
if error!=None:
msg['code'] = crud_error_code
msg['msg'] = error
return JsonResponse(msg)
def handanmeishi_info(request,id_):
'''
'''
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": mes.normal_code, "data": {}}
data = handanmeishi.getbyid(handanmeishi,handanmeishi, int(id_))
if len(data)>0:
msg['data']=data[0]
#浏览点击次数
try:
__browseClick__= handanmeishi.__browseClick__
except:
__browseClick__=None
if __browseClick__=="是" and "clicknum" in handanmeishi.getallcolumn(handanmeishi,handanmeishi):
try:
clicknum=int(data[0].get("clicknum",0))+1
except:
clicknum=0+1
click_dict={"id":int(id_),"clicknum":clicknum}
ret=handanmeishi.updatebyparams(handanmeishi,handanmeishi,click_dict)
if ret!=None:
msg['code'] = crud_error_code
msg['msg'] = ret
return JsonResponse(msg)
def handanmeishi_detail(request,id_):
'''
'''
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": mes.normal_code, "data": {}}
data =handanmeishi.getbyid(handanmeishi,handanmeishi, int(id_))
if len(data)>0:
msg['data']=data[0]
#浏览点击次数
try:
__browseClick__= handanmeishi.__browseClick__
except:
__browseClick__=None
if __browseClick__=="是" and "clicknum" in handanmeishi.getallcolumn(handanmeishi,handanmeishi):
try:
clicknum=int(data[0].get("clicknum",0))+1
except:
clicknum=0+1
click_dict={"id":int(id_),"clicknum":clicknum}
ret=handanmeishi.updatebyparams(handanmeishi,handanmeishi,click_dict)
if ret!=None:
msg['code'] = crud_error_code
msg['msg'] = retfo
return JsonResponse(msg)
def handanmeishi_update(request):
'''
'''
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": mes.normal_code, "data": {}}
req_dict = request.session.get("req_dict")
if req_dict.get("mima") and req_dict.get("password"):
if "mima" not in handanmeishi.getallcolumn(handanmeishi,handanmeishi) :
del req_dict["mima"]
if "password" not in handanmeishi.getallcolumn(handanmeishi,handanmeishi) :
del req_dict["password"]
try:
del req_dict["clicknum"]
except:
pass
error = handanmeishi.updatebyparams(handanmeishi, handanmeishi, req_dict)
if error!=None:
msg['code'] = crud_error_code
msg['msg'] = error
return JsonResponse(msg)
def handanmeishi_delete(request):
'''
批量删除
'''
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": mes.normal_code, "data": {}}
req_dict = request.session.get("req_dict")
error=handanmeishi.deletes(handanmeishi,
handanmeishi,
req_dict.get("ids")
)
if error!=None:
msg['code'] = crud_error_code
msg['msg'] = error
return JsonResponse(msg)
def handanmeishi_vote(request,id_):
'''
浏览点击次数(表属性[browseClick:是/否],点击字段(clicknum),调用info/detail接口的时候后端自动+1)、投票功能(表属性[vote:是/否],投票字段(votenum),调用vote接口后端votenum+1)
统计商品或新闻的点击次数;提供新闻的投票功能
'''
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": mes.normal_code}
data= handanmeishi.getbyid(handanmeishi, handanmeishi, int(id_))
for i in data:
votenum=i.get('votenum')
if votenum!=None:
params={"id":int(id_),"votenum":votenum+1}
error=handanmeishi.updatebyparams(handanmeishi,handanmeishi,params)
if error!=None:
msg['code'] = crud_error_code
msg['msg'] = error
return JsonResponse(msg)
def handanmeishi_importExcel(request):
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": "成功", "data": {}}
excel_file = request.FILES.get("file", "")
file_type = excel_file.name.split('.')[1]
if file_type in ['xlsx', 'xls']:
data = xlrd.open_workbook(filename=None, file_contents=excel_file.read())
table = data.sheets()[0]
rows = table.nrows
try:
for row in range(1, rows):
row_values = table.row_values(row)
req_dict = {}
handanmeishi.createbyreq(handanmeishi, handanmeishi, req_dict)
except:
pass
else:
msg.code = 500
msg.msg = "文件类型错误"
return JsonResponse(msg)
def handanmeishi_sendemail(request):
if request.method in ["POST", "GET"]:
req_dict = request.session.get("req_dict")
code = random.sample(['0', '1', '2', '3', '4', '5', '6', '7', '8', '9'], 4)
to = []
to.append(req_dict['email'])
send_mail('用户注册', '您的注册验证码是【'+''.join(code)+'】,请不要把验证码泄漏给其他人,如非本人请勿操作。', '[email protected]', to, fail_silently = False)
cursor = connection.cursor()
cursor.execute("insert into emailregistercode(email,role,code) values('"+req_dict['email']+"','用户','"+''.join(code)+"')")
msg = {
"msg": "发送成功",
"code": 0
}
return JsonResponse(msg)
def handanmeishi_autoSort2(request):
if request.method in ["POST", "GET"]:
req_dict = request.session.get("req_dict")
cursor = connection.cursor()
leixing = set()
try:
cursor.execute("select goodtype from orders where userid = %d"%(request.session.get("params").get("id"))+" and tablename = 'handanmeishi' order by addtime desc")
rows = cursor.fetchall()
for row in rows:
for item in row:
leixing.add(item)
except:
leixing = set()
L = []
cursor.execute("select * from handanmeishi where meishifenlei in ('%s"%("','").join(leixing)+"') union all select * from handanmeishi where meishifenlei not in('%s"%("','").join(leixing)+"')")
desc = cursor.description
data_dict = [dict(zip([col[0] for col in desc], row)) for row in cursor.fetchall()]
for online_dict in data_dict:
for key in online_dict:
if 'datetime.datetime' in str(type(online_dict[key])):
online_dict[key] = online_dict[key].strftime(
"%Y-%m-%d %H:%M:%S")
else:
pass
L.append(online_dict)
return JsonResponse({"code": 0, "msg": '', "data":{"currPage":1,"totalPage":1,"total":1,"pageSize":5,"list": L[0:6]}})
def handanmeishi_value(request, xColumnName, yColumnName, timeStatType):
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": "成功", "data": {}}
where = ' where 1 = 1 '
sql = ''
if timeStatType == '日':
sql = "SELECT DATE_FORMAT({0}, '%Y-%m-%d') {0}, sum({1}) total FROM handanmeishi {2} GROUP BY DATE_FORMAT({0}, '%Y-%m-%d')".format(xColumnName, yColumnName, where, '%Y-%m-%d')
if timeStatType == '月':
sql = "SELECT DATE_FORMAT({0}, '%Y-%m') {0}, sum({1}) total FROM handanmeishi {2} GROUP BY DATE_FORMAT({0}, '%Y-%m')".format(xColumnName, yColumnName, where, '%Y-%m')
if timeStatType == '年':
sql = "SELECT DATE_FORMAT({0}, '%Y') {0}, sum({1}) total FROM handanmeishi {2} GROUP BY DATE_FORMAT({0}, '%Y')".format(xColumnName, yColumnName, where, '%Y')
L = []
cursor = connection.cursor()
cursor.execute(sql)
desc = cursor.description
data_dict = [dict(zip([col[0] for col in desc], row)) for row in cursor.fetchall()]
for online_dict in data_dict:
for key in online_dict:
if 'datetime.datetime' in str(type(online_dict[key])):
online_dict[key] = online_dict[key].strftime(
"%Y-%m-%d %H:%M:%S")
else:
pass
L.append(online_dict)
msg['data'] = L
return JsonResponse(msg)
def handanmeishi_o_value(request, xColumnName, yColumnName):
if request.method in ["POST", "GET"]:
msg = {"code": normal_code, "msg": "成功", "data": {}}
where = ' where 1 = 1 '
sql = "SELECT {0}, sum({1}) AS total FROM handanmeishi {2} GROUP BY {0}".format(xColumnName, yColumnName, where)
L = []
cursor = connection.cursor()
cursor.execute(sql)
desc = cursor.description
data_dict = [dict(zip([col[0] for col in desc], row)) for row in cursor.fetchall()]
for online_dict in data_dict:
for key in online_dict:
if 'datetime.datetime' in str(type(online_dict[key])):
online_dict[key] = online_dict[key].strftime(
"%Y-%m-%d %H:%M:%S")
else:
pass
L.append(online_dict)
msg['data'] = L
return JsonResponse(msg)
def handanmeishi_alipay(request):
if request.method in ["POST", "GET"]:
alipay = AliPay(
appid=settings.ALIPAY_APP_ID,
app_notify_url=None,
app_private_key_string=settings.APP_PRIVATE_KEY_STRING,
alipay_public_key_string=settings.ALIPAY_PUBLIC_KEY_STRING,
sign_type=settings.ALIPAY_SIGN_TYPE,
debug=True,
config=AliPayConfig(timeout=15)
)
req_dict = request.session.get("req_dict")
order_string = alipay.api_alipay_trade_page_pay(
out_trade_no=req_dict['tradeno'],
total_amount=req_dict['totalamount'],
subject=req_dict['subject'],
return_url='http://localhost:8080/django59v1e/handanmeishi/notify',
#notify_url=''
)
pay_url = 'https://openapi.alipaydev.com/gateway.do?' + order_string
pay_url = ''.format(pay_url)
return JsonResponse({'code': 0, "data": pay_url})
def handanmeishi_notify(request):
if request.method in ["POST", "GET"]:
req_dict = request.session.get("req_dict")
out_trade_no = req_dict['out_trade_no']
cursor = connection.cursor()
return redirect('http://localhost:8080/django59v1e/admin/dist/index.html#/handanmeishi')