基于Hadoop和Django开发实现的用户画像系统+源代码+文档说明

from django.db import models # Create your models here. # APP端统计 class App_statistic(models.Model): dt = models.DateField() city = models.CharField(max_length=20) new_count = models.IntegerField() active_uconut = models.IntegerField() # web端统计 class web_statistic(models.Model): dt = models.DateField() city = models.CharField(max_length=20) new_count = models.IntegerField() active_uconut = models.IntegerField() # 核心比率 class core_rate(models.Model): dt = models.DateField() zhuce_rate = models.DecimalField(max_digits=4,decimal_places=2) tiaochu_rate = models.DecimalField(max_digits=4,decimal_places=2) average_atime = models.DecimalField(max_digits=4,decimal_places=2) average_depth = models.DecimalField(max_digits=5,decimal_places=3) #数据库好像写错了 shop_cart_cancel = models.DecimalField(max_digits=4,decimal_places=2) # vip 订单流水和订单数 class vip_order(models.Model): dt = models.DateField() level1_gmv = models.IntegerField() level2_gmv = models.IntegerField() level3_gmv = models.IntegerField() level4_gmv = models.IntegerField() level1_count = models.IntegerField() level2_count = models.IntegerField() level3_count = models.IntegerField() level4_count = models.IntegerField() # 全局漏斗 class loudou(models.Model): dt = models.DateField() soushuo = models.IntegerField() liulan = models.IntegerField() add_shopping_cart = models.IntegerField() sub_order = models.IntegerField() pay_order = models.IntegerField() zhuanhua_total = models.DecimalField(max_digits=4,decimal_places=2) zhuanhua1 = models.DecimalField(max_digits=4, decimal_places=2) zhuanhua2 = models.DecimalField(max_digits=4, decimal_places=2) zhuanhua3 = models.DecimalField(max_digits=4, decimal_places=2) zhuanhua4 = models.DecimalField(max_digits=4, decimal_places=2) # 不同运营位转化 class opreation_zhuanhua(models.Model): dt = models.DateField() b_liu_zhuan = models.DecimalField(max_digits=4,decimal_places=2) b_add_zhuan = models.DecimalField(max_digits=4,decimal_places=2) b_order_zhuan = models.DecimalField(max_digits=4,decimal_places=2) b_pay_zhuan = models.DecimalField(max_digits=4,decimal_places=2) c_liu_zhuan = models.DecimalField(max_digits=4,decimal_places=2) c_add_zhuan = models.DecimalField(max_digits=4,decimal_places=2) c_order_zhuan = models.DecimalField(max_digits=4,decimal_places=2) c_pay_zhuan = models.DecimalField(max_digits=4,decimal_places=2) r_liu_zhuan = models.DecimalField(max_digits=4, decimal_places=2) r_add_zhuan = models.DecimalField(max_digits=4, decimal_places=2) r_order_zhuan = models.DecimalField(max_digits=4, decimal_places=2) r_pay_zhuan = models.DecimalField(max_digits=4, decimal_places=2) # top品类和订单 class top_statistic(models.Model): dt = models.DateField() top1_category = models.CharField(max_length=20) top2_category = models.CharField(max_length=20) top3_category = models.CharField(max_length=20) top4_category = models.CharField(max_length=20) top5_category = models.CharField(max_length=20) top6_product = models.CharField(max_length=20) top1_rate = models.DecimalField(max_digits=4, decimal_places=2) top2_rate = models.DecimalField(max_digits=4, decimal_places=2) top3_rate = models.DecimalField(max_digits=4, decimal_places=2) top4_rate = models.DecimalField(max_digits=4, decimal_places=2) top5_rate = models.DecimalField(max_digits=4, decimal_places=2) top6_rate = models.DecimalField(max_digits=4, decimal_places=2) # 商品浏览来源占比 # 最上方的横幅广告、精选就是可以滑动的那个、推荐是像用户推荐点击的 class shoping_from(models.Model): dt = models.DateField() # 这个字段没有 添加到前面 recommend = models.DecimalField(max_digits=4,decimal_places=2) banner = models.DecimalField(max_digits=4,decimal_places=2) search = models.DecimalField(max_digits=4, decimal_places=2) well_chosen = models.DecimalField(max_digits=4, decimal_places=2) other = models.DecimalField(max_digits=4, decimal_places=2) # 运营位概览 class operation(models.Model): dt = models.DateField() # 这个字段没有 添加到前面 banner_yinyliu = models.DecimalField(max_digits=8,decimal_places=1) chosen_yinyliu = models.DecimalField(max_digits=8, decimal_places=1) recommend_yinyliu = models.DecimalField(max_digits=8, decimal_places=1) banner_forder = models.DecimalField(max_digits=8, decimal_places=1) chosen_forder = models.DecimalField(max_digits=8, decimal_places=1) recommend_forder = models.DecimalField(max_digits=8, decimal_places=1) banner_fgmv = models.DecimalField(max_digits=8, decimal_places=1) chosen_fgmv = models.DecimalField(max_digits=8, decimal_places=1) recommend_fgmv = models.DecimalField(max_digits=8, decimal_places=1) banner_click = models.DecimalField(max_digits=8, decimal_places=1) chosen_click = models.DecimalField(max_digits=8, decimal_places=1) recommend_click = models.DecimalField(max_digits=8, decimal_places=1) banner_fugou = models.DecimalField(max_digits=8, decimal_places=1) chosen_fugou = models.DecimalField(max_digits=8, decimal_places=1) recommend_fugou = models.DecimalField(max_digits=8, decimal_places=1)