标签趋势自然语言进行搜索
This commit is contained in:
wanjia
parent
4a2e7f1222
commit
5b9b6da042
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# Generated by Django 5.2.1 on 2025-05-23 08:37
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from django.db import migrations, models
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class Migration(migrations.Migration):
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dependencies = [
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('daren_detail', '0002_remove_creatorprofile_pricing_max_and_more'),
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]
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operations = [
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migrations.AddField(
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model_name='creatorprofile',
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name='hashtags',
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field=models.TextField(blank=True, help_text='以#分隔的标签，例如:#fashion#beauty#lifestyle', null=True, verbose_name='标签'),
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),
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migrations.AddField(
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model_name='creatorprofile',
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name='trends',
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field=models.TextField(blank=True, help_text='创作者相关的趋势关键词', null=True, verbose_name='趋势'),
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),
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]
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18
apps/daren_detail/migrations/0004_creatorprofile_profile.py
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apps/daren_detail/migrations/0004_creatorprofile_profile.py
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# Generated by Django 5.2.1 on 2025-05-23 09:11
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from django.db import migrations, models
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class Migration(migrations.Migration):
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dependencies = [
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('daren_detail', '0003_creatorprofile_hashtags_creatorprofile_trends'),
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]
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operations = [
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migrations.AddField(
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model_name='creatorprofile',
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name='profile',
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field=models.CharField(choices=[('tiktok', 'TikTok'), ('instagram', 'Instagram'), ('youtube', 'YouTube'), ('xiaohongshu', '小红书'), ('other', '其他平台')], default='tiktok', max_length=20, verbose_name='达人平台'),
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),
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]
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@ -1,483 +1,497 @@
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from django.db import models
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# from apps.daren_detail.models import User
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# 修改User模型导入
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from apps.user.models import User
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from apps.brands.models import Campaign as BrandCampaign
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# 新增模型：协作指标数据
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class CollaborationMetrics(models.Model):
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"""协作指标数据模型，Collaboration Metrics部分"""
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avg_commission_rate = models.DecimalField(max_digits=5, decimal_places=2, verbose_name="平均佣金率(%)")
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products_count = models.IntegerField(verbose_name="产品数量")
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brand_collaborations = models.IntegerField(verbose_name="品牌合作数量")
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min_product_price = models.DecimalField(max_digits=10, decimal_places=2, verbose_name="最低产品价格($)")
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max_product_price = models.DecimalField(max_digits=10, decimal_places=2, verbose_name="最高产品价格($)")
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# 时间范围
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start_date = models.DateField(verbose_name="开始日期")
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end_date = models.DateField(verbose_name="结束日期")
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# 所属创作者
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creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name="collaboration_metrics",
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verbose_name="创作者")
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# 时间戳
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create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
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update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
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class Meta:
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verbose_name = "协作指标"
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verbose_name_plural = verbose_name
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db_table = "collaboration_metrics"
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def __str__(self):
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return f"{self.creator.name}的协作指标 ({self.start_date} - {self.end_date})"
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# 新增模型：视频指标数据
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class VideoMetrics(models.Model):
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"""视频指标数据模型，Video和Shoppable Video部分"""
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video_type = models.CharField(max_length=50, choices=[
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('regular', '普通视频'),
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('shoppable', '可购物视频')
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], default='regular', verbose_name="视频类型")
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gpm = models.DecimalField(max_digits=10, decimal_places=2, verbose_name="视频GPM($)")
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videos_count = models.IntegerField(verbose_name="视频数量")
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avg_views = models.DecimalField(max_digits=12, decimal_places=2, verbose_name="平均观看量")
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avg_engagement = models.DecimalField(max_digits=5, decimal_places=2, verbose_name="平均互动率(%)")
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avg_likes = models.IntegerField(verbose_name="平均点赞数")
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# 时间范围
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start_date = models.DateField(verbose_name="开始日期")
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end_date = models.DateField(verbose_name="结束日期")
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# 所属创作者
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creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name="video_metrics",
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verbose_name="创作者")
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# 时间戳
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create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
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update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
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class Meta:
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verbose_name = "视频指标"
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verbose_name_plural = verbose_name
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db_table = "video_metrics"
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unique_together = ('creator', 'video_type', 'start_date', 'end_date') # 同一创作者同一时间段同一类型只能有一条记录
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def __str__(self):
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return f"{self.creator.name}的{self.get_video_type_display()}指标 ({self.start_date} - {self.end_date})"
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# 新增模型：直播指标数据
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class LiveMetrics(models.Model):
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"""直播指标数据模型，LIVE和Shoppable LIVE部分"""
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live_type = models.CharField(max_length=50, choices=[
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('regular', '普通直播'),
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('shoppable', '可购物直播')
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], default='regular', verbose_name="直播类型")
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gpm = models.DecimalField(max_digits=10, decimal_places=2, verbose_name="直播GPM($)")
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lives_count = models.IntegerField(verbose_name="直播数量")
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avg_views = models.DecimalField(max_digits=12, decimal_places=2, verbose_name="平均观看量")
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avg_engagement = models.DecimalField(max_digits=5, decimal_places=2, verbose_name="平均互动率(%)")
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avg_likes = models.IntegerField(verbose_name="平均点赞数")
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# 时间范围
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start_date = models.DateField(verbose_name="开始日期")
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end_date = models.DateField(verbose_name="结束日期")
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# 所属创作者
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creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name="live_metrics",
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verbose_name="创作者")
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# 时间戳
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create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
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update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
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class Meta:
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verbose_name = "直播指标"
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verbose_name_plural = verbose_name
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db_table = "live_metrics"
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unique_together = ('creator', 'live_type', 'start_date', 'end_date') # 同一创作者同一时间段同一类型只能有一条记录
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def __str__(self):
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return f"{self.creator.name}的{self.get_live_type_display()}指标 ({self.start_date} - {self.end_date})"
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class CreatorProfile(models.Model):
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"""达人信息模型，用于筛选功能"""
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# 基本信息
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name = models.CharField(max_length=255, verbose_name="达人名称")
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avatar_url = models.TextField(blank=True, null=True, verbose_name="头像URL")
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# 新增联系方式
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email = models.EmailField(max_length=255, blank=True, null=True, verbose_name="电子邮箱")
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instagram = models.CharField(max_length=255, blank=True, null=True, verbose_name="Instagram账号")
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tiktok_link = models.URLField(max_length=255, blank=True, null=True, verbose_name="TikTok链接")
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location = models.CharField(max_length=100, blank=True, null=True, verbose_name="位置")
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live_schedule = models.CharField(max_length=255, blank=True, null=True, verbose_name="直播时间表")
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# 类别 - Category
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CATEGORY_CHOICES = [
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('Phones & Electronics', '手机与电子产品'),
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('Homes Supplies', '家居用品'),
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('Kitchenware', '厨房用品'),
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('Textiles & Soft Furnishings', '纺织品和软装'),
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('Household Appliances', '家用电器'),
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('Womenswear & Underwear', '女装和内衣'),
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('Muslim Fashion', '穆斯林时尚'),
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('Shoes', '鞋类'),
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('Beauty & Personal Care', '美容和个人护理'),
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('Computers & Office Equipment', '电脑和办公设备'),
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('Pet Supplies', '宠物用品'),
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('Baby & Maternity', '婴儿和孕妇用品'),
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('Sports & Outdoor', '运动和户外'),
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('Toys', '玩具'),
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('Furniture', '家具'),
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('Tools & Hardware', '工具和硬件'),
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('Home Improvement', '家居装修'),
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('Automotive & Motorcycle', '汽车和摩托车'),
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('Fashion Accessories', '时尚配饰'),
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('Food & Beverages', '食品和饮料'),
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('Health', '健康'),
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('Books, Magazines & Audio', '书籍、杂志和音频'),
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('Kids Fashion', '儿童时尚'),
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('Menswear & Underwear', '男装和内衣'),
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('Luggage & Bags', '行李和包'),
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('Pre-Owned Collections', '二手收藏'),
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('Jewellery Accessories & Derivatives', '珠宝配饰及衍生品'),
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]
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category = models.CharField(max_length=100, choices=CATEGORY_CHOICES, blank=True, null=True, verbose_name="类别")
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# 电商等级 - E-commerce Level (L1-L7)
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E_COMMERCE_LEVEL_CHOICES = [
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(1, 'L1'),
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(2, 'L2'),
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(3, 'L3'),
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(4, 'L4'),
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(5, 'L5'),
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(6, 'L6'),
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(7, 'L7'),
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]
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e_commerce_level = models.IntegerField(choices=E_COMMERCE_LEVEL_CHOICES, blank=True, null=True,
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verbose_name="电商能力等级")
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# 曝光等级 - Exposure Level (KOC-1, KOC-2, KOL-1, KOL-2, KOL-3)
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EXPOSURE_LEVEL_CHOICES = [
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('KOC-1', 'KOC-1'),
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('KOC-2', 'KOC-2'),
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('KOL-1', 'KOL-1'),
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('KOL-2', 'KOL-2'),
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('KOL-3', 'KOL-3'),
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]
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exposure_level = models.CharField(max_length=10, choices=EXPOSURE_LEVEL_CHOICES, blank=True, null=True,
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verbose_name="曝光等级")
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# 粉丝数 - Followers
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followers = models.IntegerField(default=0, verbose_name="粉丝数")
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# GMV - Gross Merchandise Value (in thousands of dollars)
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gmv = models.DecimalField(max_digits=12, decimal_places=2, blank=True, null=True, verbose_name="GMV(千美元)")
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items_sold = models.DecimalField(max_digits=12, decimal_places=2, blank=True, null=True,
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verbose_name="售出商品数量")
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# 视频数据 - Video Views
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avg_video_views = models.IntegerField(default=0, blank=True, null=True, verbose_name="平均视频浏览量")
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# 价格信息 - Pricing
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pricing = models.DecimalField(max_digits=10, decimal_places=2, blank=True, null=True, verbose_name="个人定价")
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pricing_package = models.CharField(max_length=100, blank=True, null=True, verbose_name="套餐定价")
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# 合作信息 - Collaboration
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collab_count = models.IntegerField(default=0, blank=True, null=True, verbose_name="合作次数")
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latest_collab = models.CharField(max_length=100, blank=True, null=True, verbose_name="最新合作")
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# 电商平台 - E-commerce platforms (存储为JSON数组，如["SUNLINK", "ARZOPA", "BELIFE"])
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e_commerce_platforms = models.JSONField(blank=True, null=True, verbose_name="电商平台")
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# 分析数据 - Analytics (JSON格式存储销售渠道和类别分布)
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gmv_by_channel = models.JSONField(blank=True, null=True, verbose_name="GMV按渠道分布")
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gmv_by_category = models.JSONField(blank=True, null=True, verbose_name="GMV按类别分布")
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# MCN机构
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mcn = models.CharField(max_length=255, blank=True, null=True, verbose_name="MCN机构")
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# 时间戳
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create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
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update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
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class Meta:
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verbose_name = "达人信息"
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verbose_name_plural = verbose_name
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db_table = "creator_profiles"
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def __str__(self):
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return f"{self.name}"
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class CreatorCampaign(models.Model):
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"""达人-活动关联模型"""
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creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, verbose_name="达人",
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related_name="campaigns")
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campaign = models.ForeignKey(BrandCampaign, on_delete=models.CASCADE, verbose_name="活动", related_name="creators")
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status = models.CharField(max_length=20, default="pending", verbose_name="状态",
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choices=[
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("pending", "待处理"),
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("accepted", "已接受"),
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("rejected", "已拒绝"),
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("completed", "已完成")
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])
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# 时间戳
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create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
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update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
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class Meta:
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verbose_name = "达人活动关联"
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verbose_name_plural = verbose_name
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db_table = "creator_campaigns"
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unique_together = ('creator', 'campaign') # 一个达人在一个活动中只能有一条关联记录
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def __str__(self):
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return f"{self.creator.name} - {self.campaign.name}"
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class BrandCampaign(models.Model):
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"""品牌活动数据模型"""
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BRAND_CHOICES = [
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('U', 'U品牌'),
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('R', 'R品牌'),
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('X', 'X品牌'),
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('Q', 'Q品牌'),
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('A', 'A品牌'),
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('M', 'M品牌'),
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]
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STATUS_CHOICES = [
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('completed', '已完成'),
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('in_progress', '进行中'),
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('rejected', '已拒绝'),
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]
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brand_id = models.CharField(max_length=10, choices=BRAND_CHOICES, verbose_name="品牌ID")
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brand_name = models.CharField(max_length=255, default="brand", verbose_name="品牌名称")
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brand_color = models.CharField(max_length=20, default="#000000", verbose_name="品牌颜色")
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# 添加关联到Campaign模型的外键
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campaign = models.ForeignKey(BrandCampaign, on_delete=models.SET_NULL, null=True, blank=True, verbose_name="关联活动",
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related_name="brand_campaigns")
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pricing_detail = models.CharField(max_length=50, verbose_name="价格详情")
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start_date = models.DateField(verbose_name="开始日期")
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end_date = models.DateField(verbose_name="结束日期")
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status = models.CharField(max_length=20, choices=STATUS_CHOICES, verbose_name="状态")
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gmv_achieved = models.CharField(max_length=50, verbose_name="实现GMV")
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views_achieved = models.CharField(max_length=50, verbose_name="实现观看量")
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video_link = models.URLField(max_length=255, blank=True, null=True, verbose_name="视频链接")
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# 时间戳
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create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
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update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
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class Meta:
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verbose_name = "品牌活动数据"
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verbose_name_plural = verbose_name
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db_table = "brand_campaigns"
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def __str__(self):
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return f"{self.brand_id} - {self.brand_name}"
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class CreatorVideo(models.Model):
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"""创作者视频模型，用于存储视频相关信息"""
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# 关联字段
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creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name='videos')
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# 视频基本信息
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title = models.CharField(max_length=255, verbose_name="视频标题")
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description = models.TextField(blank=True, null=True, verbose_name="视频描述")
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thumbnail_url = models.URLField(max_length=500, blank=True, null=True, verbose_name="缩略图URL")
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video_url = models.URLField(max_length=500, blank=True, null=True, verbose_name="视频URL")
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video_id = models.CharField(max_length=100, verbose_name="视频ID")
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# 视频类型
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TYPE_CHOICES = [
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('regular', '普通视频'),
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('product', '带产品视频')
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]
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video_type = models.CharField(max_length=20, choices=TYPE_CHOICES, default='regular', verbose_name="视频类型")
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# 视频标记
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BADGE_CHOICES = [
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('red', '红色标记'),
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('gold', '金色标记')
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]
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badge = models.CharField(max_length=20, choices=BADGE_CHOICES, blank=True, null=True, verbose_name="视频标记")
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# 视频统计
|
||||
view_count = models.IntegerField(default=0, verbose_name="观看次数")
|
||||
like_count = models.IntegerField(default=0, verbose_name="点赞数")
|
||||
comment_count = models.IntegerField(default=0, verbose_name="评论数")
|
||||
|
||||
# 产品信息 (仅对带产品视频有效)
|
||||
has_product = models.BooleanField(default=False, verbose_name="是否有产品")
|
||||
product_name = models.CharField(max_length=255, blank=True, null=True, verbose_name="产品名称")
|
||||
product_url = models.URLField(max_length=500, blank=True, null=True, verbose_name="产品链接")
|
||||
|
||||
# 发布信息
|
||||
release_date = models.DateField(verbose_name="发布日期")
|
||||
|
||||
# 时间戳
|
||||
created_at = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
updated_at = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "创作者视频"
|
||||
verbose_name_plural = "创作者视频"
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name} - {self.title}"
|
||||
|
||||
|
||||
class FollowerMetrics(models.Model):
|
||||
"""粉丝统计数据模型"""
|
||||
# 关联字段
|
||||
creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name='follower_metrics')
|
||||
|
||||
# 时间范围
|
||||
start_date = models.DateField()
|
||||
end_date = models.DateField()
|
||||
|
||||
# 粉丝性别统计
|
||||
female_percentage = models.FloatField(default=0) # 女性百分比
|
||||
male_percentage = models.FloatField(default=0) # 男性百分比
|
||||
|
||||
# 粉丝年龄分布
|
||||
age_18_24_percentage = models.FloatField(default=0) # 18-24岁百分比
|
||||
age_25_34_percentage = models.FloatField(default=0) # 25-34岁百分比
|
||||
age_35_44_percentage = models.FloatField(default=0) # 35-44岁百分比
|
||||
age_45_54_percentage = models.FloatField(default=0) # 45-54岁百分比
|
||||
age_55_plus_percentage = models.FloatField(default=0) # 55+岁百分比
|
||||
|
||||
# 粉丝地域分布 (前5位)
|
||||
location_data = models.JSONField(default=dict) # 格式: {"TX": 11, "FL": 8, "NY": 8, "GE": 5.5, "CA": 5}
|
||||
|
||||
# 创建和更新时间
|
||||
created_at = models.DateTimeField(auto_now_add=True)
|
||||
updated_at = models.DateTimeField(auto_now=True)
|
||||
|
||||
class Meta:
|
||||
verbose_name = '粉丝统计'
|
||||
verbose_name_plural = '粉丝统计'
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name} 粉丝统计 ({self.start_date} - {self.end_date})"
|
||||
|
||||
|
||||
class TrendMetrics(models.Model):
|
||||
"""趋势统计数据模型"""
|
||||
# 关联字段
|
||||
creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name='trend_metrics')
|
||||
|
||||
# 时间范围
|
||||
date = models.DateField() # 数据日期
|
||||
|
||||
# 指标数据
|
||||
gmv = models.FloatField(default=0) # GMV值
|
||||
items_sold = models.IntegerField(default=0) # 销售商品数
|
||||
followers_count = models.IntegerField(default=0) # 粉丝数
|
||||
video_views = models.IntegerField(default=0) # 视频观看量
|
||||
engagement_rate = models.FloatField(default=0) # 互动率(百分比)
|
||||
|
||||
# 创建和更新时间
|
||||
created_at = models.DateTimeField(auto_now_add=True)
|
||||
updated_at = models.DateTimeField(auto_now=True)
|
||||
|
||||
class Meta:
|
||||
verbose_name = '趋势指标'
|
||||
verbose_name_plural = '趋势指标'
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name} 趋势指标 ({self.date})"
|
||||
|
||||
|
||||
|
||||
|
||||
# 公有达人库
|
||||
class PublicCreatorPool(models.Model):
|
||||
"""公有达人库模型，存储系统提供的公共达人信息"""
|
||||
creator = models.ForeignKey(CreatorProfile, on_delete=models.CASCADE, verbose_name="达人",
|
||||
related_name="public_pool")
|
||||
# is_active = models.BooleanField(default=True, verbose_name="是否活跃")
|
||||
category = models.CharField(max_length=255, blank=True, null=True, verbose_name="分类")
|
||||
remark = models.TextField(blank=True, null=True, verbose_name="备注")
|
||||
|
||||
# 时间戳
|
||||
created_at = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
updated_at = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "公有达人库"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "public_creator_pool"
|
||||
|
||||
def __str__(self):
|
||||
return f"公有达人: {self.creator.name}"
|
||||
|
||||
|
||||
# 私有达人库
|
||||
class PrivateCreatorPool(models.Model):
|
||||
"""私有达人库模型，用户可以将公有达人添加到自己的私有库中"""
|
||||
user = models.ForeignKey(User, on_delete=models.CASCADE, verbose_name="用户", related_name="private_creators", db_column='user_id')
|
||||
name = models.CharField(max_length=255, verbose_name="私有库名称")
|
||||
description = models.TextField(blank=True, null=True, verbose_name="描述")
|
||||
is_default = models.BooleanField(default=False, verbose_name="是否为默认库")
|
||||
# is_active = models.BooleanField(default=True, verbose_name="是否活跃")
|
||||
|
||||
# 时间戳
|
||||
created_at = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
updated_at = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "私有达人库"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "private_creator_pool"
|
||||
unique_together = ('user', 'name') # 同一用户下不能有同名私有库
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.user.email}的{self.name}"
|
||||
|
||||
|
||||
# 私有达人库与达人的关联表
|
||||
class PrivateCreatorRelation(models.Model):
|
||||
"""私有达人库与达人的关联表，记录哪些达人被添加到了哪个私有库"""
|
||||
private_pool = models.ForeignKey(PrivateCreatorPool, on_delete=models.CASCADE, verbose_name="私有达人库",
|
||||
related_name="creator_relations")
|
||||
creator = models.ForeignKey(CreatorProfile, on_delete=models.CASCADE, verbose_name="达人",
|
||||
related_name="private_pool_relations")
|
||||
added_from_public = models.BooleanField(default=True, verbose_name="是否从公有库添加")
|
||||
notes = models.TextField(blank=True, null=True, verbose_name="笔记")
|
||||
status = models.CharField(max_length=20, default="active", verbose_name="状态",
|
||||
choices=[
|
||||
("active", "活跃"),
|
||||
("archived", "已归档"),
|
||||
("favorite", "收藏")
|
||||
])
|
||||
|
||||
# 时间戳
|
||||
created_at = models.DateTimeField(auto_now_add=True, verbose_name="添加时间")
|
||||
updated_at = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "私有库达人关联"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "private_creator_relations"
|
||||
unique_together = ('private_pool', 'creator') # 同一私有库中不能重复添加同一个达人
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.private_pool.name} - {self.creator.name}"
|
||||
from django.db import models
|
||||
# from apps.daren_detail.models import User
|
||||
|
||||
# 修改User模型导入
|
||||
from apps.user.models import User
|
||||
from apps.brands.models import Campaign as BrandCampaign
|
||||
|
||||
|
||||
|
||||
# 新增模型：协作指标数据
|
||||
class CollaborationMetrics(models.Model):
|
||||
"""协作指标数据模型，Collaboration Metrics部分"""
|
||||
avg_commission_rate = models.DecimalField(max_digits=5, decimal_places=2, verbose_name="平均佣金率(%)")
|
||||
products_count = models.IntegerField(verbose_name="产品数量")
|
||||
brand_collaborations = models.IntegerField(verbose_name="品牌合作数量")
|
||||
min_product_price = models.DecimalField(max_digits=10, decimal_places=2, verbose_name="最低产品价格($)")
|
||||
max_product_price = models.DecimalField(max_digits=10, decimal_places=2, verbose_name="最高产品价格($)")
|
||||
|
||||
# 时间范围
|
||||
start_date = models.DateField(verbose_name="开始日期")
|
||||
end_date = models.DateField(verbose_name="结束日期")
|
||||
|
||||
# 所属创作者
|
||||
creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name="collaboration_metrics",
|
||||
verbose_name="创作者")
|
||||
|
||||
# 时间戳
|
||||
create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "协作指标"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "collaboration_metrics"
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name}的协作指标 ({self.start_date} - {self.end_date})"
|
||||
|
||||
|
||||
# 新增模型：视频指标数据
|
||||
class VideoMetrics(models.Model):
|
||||
"""视频指标数据模型，Video和Shoppable Video部分"""
|
||||
video_type = models.CharField(max_length=50, choices=[
|
||||
('regular', '普通视频'),
|
||||
('shoppable', '可购物视频')
|
||||
], default='regular', verbose_name="视频类型")
|
||||
|
||||
gpm = models.DecimalField(max_digits=10, decimal_places=2, verbose_name="视频GPM($)")
|
||||
videos_count = models.IntegerField(verbose_name="视频数量")
|
||||
avg_views = models.DecimalField(max_digits=12, decimal_places=2, verbose_name="平均观看量")
|
||||
avg_engagement = models.DecimalField(max_digits=5, decimal_places=2, verbose_name="平均互动率(%)")
|
||||
avg_likes = models.IntegerField(verbose_name="平均点赞数")
|
||||
|
||||
# 时间范围
|
||||
start_date = models.DateField(verbose_name="开始日期")
|
||||
end_date = models.DateField(verbose_name="结束日期")
|
||||
|
||||
# 所属创作者
|
||||
creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name="video_metrics",
|
||||
verbose_name="创作者")
|
||||
|
||||
# 时间戳
|
||||
create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "视频指标"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "video_metrics"
|
||||
unique_together = ('creator', 'video_type', 'start_date', 'end_date') # 同一创作者同一时间段同一类型只能有一条记录
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name}的{self.get_video_type_display()}指标 ({self.start_date} - {self.end_date})"
|
||||
|
||||
|
||||
# 新增模型：直播指标数据
|
||||
class LiveMetrics(models.Model):
|
||||
"""直播指标数据模型，LIVE和Shoppable LIVE部分"""
|
||||
live_type = models.CharField(max_length=50, choices=[
|
||||
('regular', '普通直播'),
|
||||
('shoppable', '可购物直播')
|
||||
], default='regular', verbose_name="直播类型")
|
||||
|
||||
gpm = models.DecimalField(max_digits=10, decimal_places=2, verbose_name="直播GPM($)")
|
||||
lives_count = models.IntegerField(verbose_name="直播数量")
|
||||
avg_views = models.DecimalField(max_digits=12, decimal_places=2, verbose_name="平均观看量")
|
||||
avg_engagement = models.DecimalField(max_digits=5, decimal_places=2, verbose_name="平均互动率(%)")
|
||||
avg_likes = models.IntegerField(verbose_name="平均点赞数")
|
||||
|
||||
# 时间范围
|
||||
start_date = models.DateField(verbose_name="开始日期")
|
||||
end_date = models.DateField(verbose_name="结束日期")
|
||||
|
||||
# 所属创作者
|
||||
creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name="live_metrics",
|
||||
verbose_name="创作者")
|
||||
|
||||
# 时间戳
|
||||
create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "直播指标"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "live_metrics"
|
||||
unique_together = ('creator', 'live_type', 'start_date', 'end_date') # 同一创作者同一时间段同一类型只能有一条记录
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name}的{self.get_live_type_display()}指标 ({self.start_date} - {self.end_date})"
|
||||
|
||||
|
||||
class CreatorProfile(models.Model):
|
||||
"""达人信息模型，用于筛选功能"""
|
||||
# 基本信息
|
||||
name = models.CharField(max_length=255, verbose_name="达人名称")
|
||||
avatar_url = models.TextField(blank=True, null=True, verbose_name="头像URL")
|
||||
|
||||
# 新增联系方式
|
||||
email = models.EmailField(max_length=255, blank=True, null=True, verbose_name="电子邮箱")
|
||||
instagram = models.CharField(max_length=255, blank=True, null=True, verbose_name="Instagram账号")
|
||||
tiktok_link = models.URLField(max_length=255, blank=True, null=True, verbose_name="TikTok链接")
|
||||
location = models.CharField(max_length=100, blank=True, null=True, verbose_name="位置")
|
||||
live_schedule = models.CharField(max_length=255, blank=True, null=True, verbose_name="直播时间表")
|
||||
|
||||
# 新增达人平台字段
|
||||
PROFILE_CHOICES = [
|
||||
('tiktok', 'TikTok'),
|
||||
('instagram', 'Instagram'),
|
||||
('youtube', 'YouTube'),
|
||||
('xiaohongshu', '小红书'),
|
||||
('other', '其他平台'),
|
||||
]
|
||||
profile = models.CharField(max_length=20, choices=PROFILE_CHOICES, default='tiktok', verbose_name="达人平台")
|
||||
|
||||
# 新增hashtag和trend字段
|
||||
hashtags = models.TextField(blank=True, null=True, verbose_name="标签", help_text="以#分隔的标签，例如:#fashion#beauty#lifestyle")
|
||||
trends = models.TextField(blank=True, null=True, verbose_name="趋势", help_text="创作者相关的趋势关键词")
|
||||
|
||||
# 类别 - Category
|
||||
CATEGORY_CHOICES = [
|
||||
('Phones & Electronics', '手机与电子产品'),
|
||||
('Homes Supplies', '家居用品'),
|
||||
('Kitchenware', '厨房用品'),
|
||||
('Textiles & Soft Furnishings', '纺织品和软装'),
|
||||
('Household Appliances', '家用电器'),
|
||||
('Womenswear & Underwear', '女装和内衣'),
|
||||
('Muslim Fashion', '穆斯林时尚'),
|
||||
('Shoes', '鞋类'),
|
||||
('Beauty & Personal Care', '美容和个人护理'),
|
||||
('Computers & Office Equipment', '电脑和办公设备'),
|
||||
('Pet Supplies', '宠物用品'),
|
||||
('Baby & Maternity', '婴儿和孕妇用品'),
|
||||
('Sports & Outdoor', '运动和户外'),
|
||||
('Toys', '玩具'),
|
||||
('Furniture', '家具'),
|
||||
('Tools & Hardware', '工具和硬件'),
|
||||
('Home Improvement', '家居装修'),
|
||||
('Automotive & Motorcycle', '汽车和摩托车'),
|
||||
('Fashion Accessories', '时尚配饰'),
|
||||
('Food & Beverages', '食品和饮料'),
|
||||
('Health', '健康'),
|
||||
('Books, Magazines & Audio', '书籍、杂志和音频'),
|
||||
('Kids Fashion', '儿童时尚'),
|
||||
('Menswear & Underwear', '男装和内衣'),
|
||||
('Luggage & Bags', '行李和包'),
|
||||
('Pre-Owned Collections', '二手收藏'),
|
||||
('Jewellery Accessories & Derivatives', '珠宝配饰及衍生品'),
|
||||
]
|
||||
category = models.CharField(max_length=100, choices=CATEGORY_CHOICES, blank=True, null=True, verbose_name="类别")
|
||||
|
||||
# 电商等级 - E-commerce Level (L1-L7)
|
||||
E_COMMERCE_LEVEL_CHOICES = [
|
||||
(1, 'L1'),
|
||||
(2, 'L2'),
|
||||
(3, 'L3'),
|
||||
(4, 'L4'),
|
||||
(5, 'L5'),
|
||||
(6, 'L6'),
|
||||
(7, 'L7'),
|
||||
]
|
||||
e_commerce_level = models.IntegerField(choices=E_COMMERCE_LEVEL_CHOICES, blank=True, null=True,
|
||||
verbose_name="电商能力等级")
|
||||
|
||||
# 曝光等级 - Exposure Level (KOC-1, KOC-2, KOL-1, KOL-2, KOL-3)
|
||||
EXPOSURE_LEVEL_CHOICES = [
|
||||
('KOC-1', 'KOC-1'),
|
||||
('KOC-2', 'KOC-2'),
|
||||
('KOL-1', 'KOL-1'),
|
||||
('KOL-2', 'KOL-2'),
|
||||
('KOL-3', 'KOL-3'),
|
||||
]
|
||||
exposure_level = models.CharField(max_length=10, choices=EXPOSURE_LEVEL_CHOICES, blank=True, null=True,
|
||||
verbose_name="曝光等级")
|
||||
|
||||
# 粉丝数 - Followers
|
||||
followers = models.IntegerField(default=0, verbose_name="粉丝数")
|
||||
|
||||
# GMV - Gross Merchandise Value (in thousands of dollars)
|
||||
gmv = models.DecimalField(max_digits=12, decimal_places=2, blank=True, null=True, verbose_name="GMV(千美元)")
|
||||
items_sold = models.DecimalField(max_digits=12, decimal_places=2, blank=True, null=True,
|
||||
verbose_name="售出商品数量")
|
||||
|
||||
# 视频数据 - Video Views
|
||||
avg_video_views = models.IntegerField(default=0, blank=True, null=True, verbose_name="平均视频浏览量")
|
||||
|
||||
# 价格信息 - Pricing
|
||||
pricing = models.DecimalField(max_digits=10, decimal_places=2, blank=True, null=True, verbose_name="个人定价")
|
||||
pricing_package = models.CharField(max_length=100, blank=True, null=True, verbose_name="套餐定价")
|
||||
|
||||
# 合作信息 - Collaboration
|
||||
collab_count = models.IntegerField(default=0, blank=True, null=True, verbose_name="合作次数")
|
||||
latest_collab = models.CharField(max_length=100, blank=True, null=True, verbose_name="最新合作")
|
||||
|
||||
# 电商平台 - E-commerce platforms (存储为JSON数组，如["SUNLINK", "ARZOPA", "BELIFE"])
|
||||
e_commerce_platforms = models.JSONField(blank=True, null=True, verbose_name="电商平台")
|
||||
|
||||
# 分析数据 - Analytics (JSON格式存储销售渠道和类别分布)
|
||||
gmv_by_channel = models.JSONField(blank=True, null=True, verbose_name="GMV按渠道分布")
|
||||
gmv_by_category = models.JSONField(blank=True, null=True, verbose_name="GMV按类别分布")
|
||||
|
||||
# MCN机构
|
||||
mcn = models.CharField(max_length=255, blank=True, null=True, verbose_name="MCN机构")
|
||||
|
||||
# 时间戳
|
||||
create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "达人信息"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "creator_profiles"
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.name}"
|
||||
|
||||
class CreatorCampaign(models.Model):
|
||||
"""达人-活动关联模型"""
|
||||
creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, verbose_name="达人",
|
||||
related_name="campaigns")
|
||||
campaign = models.ForeignKey(BrandCampaign, on_delete=models.CASCADE, verbose_name="活动", related_name="creators")
|
||||
status = models.CharField(max_length=20, default="pending", verbose_name="状态",
|
||||
choices=[
|
||||
("pending", "待处理"),
|
||||
("accepted", "已接受"),
|
||||
("rejected", "已拒绝"),
|
||||
("completed", "已完成")
|
||||
])
|
||||
|
||||
# 时间戳
|
||||
create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "达人活动关联"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "creator_campaigns"
|
||||
unique_together = ('creator', 'campaign') # 一个达人在一个活动中只能有一条关联记录
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name} - {self.campaign.name}"
|
||||
|
||||
|
||||
class BrandCampaign(models.Model):
|
||||
"""品牌活动数据模型"""
|
||||
BRAND_CHOICES = [
|
||||
('U', 'U品牌'),
|
||||
('R', 'R品牌'),
|
||||
('X', 'X品牌'),
|
||||
('Q', 'Q品牌'),
|
||||
('A', 'A品牌'),
|
||||
('M', 'M品牌'),
|
||||
]
|
||||
|
||||
STATUS_CHOICES = [
|
||||
('completed', '已完成'),
|
||||
('in_progress', '进行中'),
|
||||
('rejected', '已拒绝'),
|
||||
]
|
||||
|
||||
brand_id = models.CharField(max_length=10, choices=BRAND_CHOICES, verbose_name="品牌ID")
|
||||
brand_name = models.CharField(max_length=255, default="brand", verbose_name="品牌名称")
|
||||
brand_color = models.CharField(max_length=20, default="#000000", verbose_name="品牌颜色")
|
||||
|
||||
# 添加关联到Campaign模型的外键
|
||||
campaign = models.ForeignKey(BrandCampaign, on_delete=models.SET_NULL, null=True, blank=True, verbose_name="关联活动",
|
||||
related_name="brand_campaigns")
|
||||
|
||||
pricing_detail = models.CharField(max_length=50, verbose_name="价格详情")
|
||||
start_date = models.DateField(verbose_name="开始日期")
|
||||
end_date = models.DateField(verbose_name="结束日期")
|
||||
|
||||
status = models.CharField(max_length=20, choices=STATUS_CHOICES, verbose_name="状态")
|
||||
gmv_achieved = models.CharField(max_length=50, verbose_name="实现GMV")
|
||||
views_achieved = models.CharField(max_length=50, verbose_name="实现观看量")
|
||||
video_link = models.URLField(max_length=255, blank=True, null=True, verbose_name="视频链接")
|
||||
|
||||
# 时间戳
|
||||
create_time = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
update_time = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "品牌活动数据"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "brand_campaigns"
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.brand_id} - {self.brand_name}"
|
||||
|
||||
|
||||
class CreatorVideo(models.Model):
|
||||
"""创作者视频模型，用于存储视频相关信息"""
|
||||
# 关联字段
|
||||
creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name='videos')
|
||||
|
||||
# 视频基本信息
|
||||
title = models.CharField(max_length=255, verbose_name="视频标题")
|
||||
description = models.TextField(blank=True, null=True, verbose_name="视频描述")
|
||||
thumbnail_url = models.URLField(max_length=500, blank=True, null=True, verbose_name="缩略图URL")
|
||||
video_url = models.URLField(max_length=500, blank=True, null=True, verbose_name="视频URL")
|
||||
video_id = models.CharField(max_length=100, verbose_name="视频ID")
|
||||
|
||||
# 视频类型
|
||||
TYPE_CHOICES = [
|
||||
('regular', '普通视频'),
|
||||
('product', '带产品视频')
|
||||
]
|
||||
video_type = models.CharField(max_length=20, choices=TYPE_CHOICES, default='regular', verbose_name="视频类型")
|
||||
|
||||
# 视频标记
|
||||
BADGE_CHOICES = [
|
||||
('red', '红色标记'),
|
||||
('gold', '金色标记')
|
||||
]
|
||||
badge = models.CharField(max_length=20, choices=BADGE_CHOICES, blank=True, null=True, verbose_name="视频标记")
|
||||
|
||||
# 视频统计
|
||||
view_count = models.IntegerField(default=0, verbose_name="观看次数")
|
||||
like_count = models.IntegerField(default=0, verbose_name="点赞数")
|
||||
comment_count = models.IntegerField(default=0, verbose_name="评论数")
|
||||
|
||||
# 产品信息 (仅对带产品视频有效)
|
||||
has_product = models.BooleanField(default=False, verbose_name="是否有产品")
|
||||
product_name = models.CharField(max_length=255, blank=True, null=True, verbose_name="产品名称")
|
||||
product_url = models.URLField(max_length=500, blank=True, null=True, verbose_name="产品链接")
|
||||
|
||||
# 发布信息
|
||||
release_date = models.DateField(verbose_name="发布日期")
|
||||
|
||||
# 时间戳
|
||||
created_at = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
updated_at = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "创作者视频"
|
||||
verbose_name_plural = "创作者视频"
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name} - {self.title}"
|
||||
|
||||
|
||||
class FollowerMetrics(models.Model):
|
||||
"""粉丝统计数据模型"""
|
||||
# 关联字段
|
||||
creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name='follower_metrics')
|
||||
|
||||
# 时间范围
|
||||
start_date = models.DateField()
|
||||
end_date = models.DateField()
|
||||
|
||||
# 粉丝性别统计
|
||||
female_percentage = models.FloatField(default=0) # 女性百分比
|
||||
male_percentage = models.FloatField(default=0) # 男性百分比
|
||||
|
||||
# 粉丝年龄分布
|
||||
age_18_24_percentage = models.FloatField(default=0) # 18-24岁百分比
|
||||
age_25_34_percentage = models.FloatField(default=0) # 25-34岁百分比
|
||||
age_35_44_percentage = models.FloatField(default=0) # 35-44岁百分比
|
||||
age_45_54_percentage = models.FloatField(default=0) # 45-54岁百分比
|
||||
age_55_plus_percentage = models.FloatField(default=0) # 55+岁百分比
|
||||
|
||||
# 粉丝地域分布 (前5位)
|
||||
location_data = models.JSONField(default=dict) # 格式: {"TX": 11, "FL": 8, "NY": 8, "GE": 5.5, "CA": 5}
|
||||
|
||||
# 创建和更新时间
|
||||
created_at = models.DateTimeField(auto_now_add=True)
|
||||
updated_at = models.DateTimeField(auto_now=True)
|
||||
|
||||
class Meta:
|
||||
verbose_name = '粉丝统计'
|
||||
verbose_name_plural = '粉丝统计'
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name} 粉丝统计 ({self.start_date} - {self.end_date})"
|
||||
|
||||
|
||||
class TrendMetrics(models.Model):
|
||||
"""趋势统计数据模型"""
|
||||
# 关联字段
|
||||
creator = models.ForeignKey('CreatorProfile', on_delete=models.CASCADE, related_name='trend_metrics')
|
||||
|
||||
# 时间范围
|
||||
date = models.DateField() # 数据日期
|
||||
|
||||
# 指标数据
|
||||
gmv = models.FloatField(default=0) # GMV值
|
||||
items_sold = models.IntegerField(default=0) # 销售商品数
|
||||
followers_count = models.IntegerField(default=0) # 粉丝数
|
||||
video_views = models.IntegerField(default=0) # 视频观看量
|
||||
engagement_rate = models.FloatField(default=0) # 互动率(百分比)
|
||||
|
||||
# 创建和更新时间
|
||||
created_at = models.DateTimeField(auto_now_add=True)
|
||||
updated_at = models.DateTimeField(auto_now=True)
|
||||
|
||||
class Meta:
|
||||
verbose_name = '趋势指标'
|
||||
verbose_name_plural = '趋势指标'
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.creator.name} 趋势指标 ({self.date})"
|
||||
|
||||
|
||||
|
||||
|
||||
# 公有达人库
|
||||
class PublicCreatorPool(models.Model):
|
||||
"""公有达人库模型，存储系统提供的公共达人信息"""
|
||||
creator = models.ForeignKey(CreatorProfile, on_delete=models.CASCADE, verbose_name="达人",
|
||||
related_name="public_pool")
|
||||
# is_active = models.BooleanField(default=True, verbose_name="是否活跃")
|
||||
category = models.CharField(max_length=255, blank=True, null=True, verbose_name="分类")
|
||||
remark = models.TextField(blank=True, null=True, verbose_name="备注")
|
||||
|
||||
# 时间戳
|
||||
created_at = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
updated_at = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "公有达人库"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "public_creator_pool"
|
||||
|
||||
def __str__(self):
|
||||
return f"公有达人: {self.creator.name}"
|
||||
|
||||
|
||||
# 私有达人库
|
||||
class PrivateCreatorPool(models.Model):
|
||||
"""私有达人库模型，用户可以将公有达人添加到自己的私有库中"""
|
||||
user = models.ForeignKey(User, on_delete=models.CASCADE, verbose_name="用户", related_name="private_creators", db_column='user_id')
|
||||
name = models.CharField(max_length=255, verbose_name="私有库名称")
|
||||
description = models.TextField(blank=True, null=True, verbose_name="描述")
|
||||
is_default = models.BooleanField(default=False, verbose_name="是否为默认库")
|
||||
# is_active = models.BooleanField(default=True, verbose_name="是否活跃")
|
||||
|
||||
# 时间戳
|
||||
created_at = models.DateTimeField(auto_now_add=True, verbose_name="创建时间")
|
||||
updated_at = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "私有达人库"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "private_creator_pool"
|
||||
unique_together = ('user', 'name') # 同一用户下不能有同名私有库
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.user.email}的{self.name}"
|
||||
|
||||
|
||||
# 私有达人库与达人的关联表
|
||||
class PrivateCreatorRelation(models.Model):
|
||||
"""私有达人库与达人的关联表，记录哪些达人被添加到了哪个私有库"""
|
||||
private_pool = models.ForeignKey(PrivateCreatorPool, on_delete=models.CASCADE, verbose_name="私有达人库",
|
||||
related_name="creator_relations")
|
||||
creator = models.ForeignKey(CreatorProfile, on_delete=models.CASCADE, verbose_name="达人",
|
||||
related_name="private_pool_relations")
|
||||
added_from_public = models.BooleanField(default=True, verbose_name="是否从公有库添加")
|
||||
notes = models.TextField(blank=True, null=True, verbose_name="笔记")
|
||||
status = models.CharField(max_length=20, default="active", verbose_name="状态",
|
||||
choices=[
|
||||
("active", "活跃"),
|
||||
("archived", "已归档"),
|
||||
("favorite", "收藏")
|
||||
])
|
||||
|
||||
# 时间戳
|
||||
created_at = models.DateTimeField(auto_now_add=True, verbose_name="添加时间")
|
||||
updated_at = models.DateTimeField(auto_now=True, verbose_name="更新时间")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "私有库达人关联"
|
||||
verbose_name_plural = verbose_name
|
||||
db_table = "private_creator_relations"
|
||||
unique_together = ('private_pool', 'creator') # 同一私有库中不能重复添加同一个达人
|
||||
|
||||
def __str__(self):
|
||||
return f"{self.private_pool.name} - {self.creator.name}"
|
||||
|
||||
@ -0,0 +1,23 @@
|
||||
# Generated by Django 5.2.1 on 2025-05-23 08:37
|
||||
|
||||
from django.db import migrations, models
|
||||
|
||||
|
||||
class Migration(migrations.Migration):
|
||||
|
||||
dependencies = [
|
||||
('discovery', '0002_alter_searchsession_date_created'),
|
||||
]
|
||||
|
||||
operations = [
|
||||
migrations.AddField(
|
||||
model_name='creator',
|
||||
name='hashtags',
|
||||
field=models.TextField(blank=True, null=True, verbose_name='标签'),
|
||||
),
|
||||
migrations.AddField(
|
||||
model_name='creator',
|
||||
name='trends',
|
||||
field=models.TextField(blank=True, null=True, verbose_name='趋势'),
|
||||
),
|
||||
]
|
||||
18
apps/discovery/migrations/0004_creator_profile.py
Normal file
18
apps/discovery/migrations/0004_creator_profile.py
Normal file
@ -0,0 +1,18 @@
|
||||
# Generated by Django 5.2.1 on 2025-05-23 09:11
|
||||
|
||||
from django.db import migrations, models
|
||||
|
||||
|
||||
class Migration(migrations.Migration):
|
||||
|
||||
dependencies = [
|
||||
('discovery', '0003_creator_hashtags_creator_trends'),
|
||||
]
|
||||
|
||||
operations = [
|
||||
migrations.AddField(
|
||||
model_name='creator',
|
||||
name='profile',
|
||||
field=models.CharField(choices=[('tiktok', 'TikTok'), ('instagram', 'Instagram'), ('youtube', 'YouTube'), ('xiaohongshu', '小红书'), ('other', '其他平台')], default='tiktok', max_length=20, verbose_name='达人平台'),
|
||||
),
|
||||
]
|
||||
@ -57,6 +57,14 @@ class Creator(models.Model):
|
||||
('Home Supplies', 'Home Supplies'),
|
||||
]
|
||||
|
||||
PROFILE_CHOICES = [
|
||||
('tiktok', 'TikTok'),
|
||||
('instagram', 'Instagram'),
|
||||
('youtube', 'YouTube'),
|
||||
('xiaohongshu', '小红书'),
|
||||
('other', '其他平台'),
|
||||
]
|
||||
|
||||
session = models.ForeignKey(SearchSession, on_delete=models.CASCADE, related_name='creators', verbose_name="所属会话")
|
||||
name = models.CharField(max_length=100, verbose_name="创作者名称")
|
||||
avatar = models.URLField(blank=True, null=True, verbose_name="头像URL")
|
||||
@ -69,6 +77,9 @@ class Creator(models.Model):
|
||||
avg_video_views = models.FloatField(default=0, verbose_name="平均视频观看量")
|
||||
has_ecommerce = models.BooleanField(default=False, verbose_name="是否有电商")
|
||||
tiktok_url = models.URLField(blank=True, null=True, verbose_name="抖音链接")
|
||||
hashtags = models.TextField(blank=True, null=True, verbose_name="标签")
|
||||
trends = models.TextField(blank=True, null=True, verbose_name="趋势")
|
||||
profile = models.CharField(max_length=20, choices=PROFILE_CHOICES, default='tiktok', verbose_name="达人平台")
|
||||
|
||||
class Meta:
|
||||
verbose_name = "创作者"
|
||||
|
||||
@ -152,6 +152,9 @@ class CreatorDiscoveryViewSet(viewsets.ReadOnlyModelViewSet):
|
||||
category = request.data.get('category', None)
|
||||
ecommerce_level = request.data.get('ecommerce_level', None)
|
||||
exposure_level = request.data.get('exposure_level', None)
|
||||
hashtag = request.data.get('hashtag', None)
|
||||
trend = request.data.get('trend', None)
|
||||
profile = request.data.get('profile', None) # 新增profile参数
|
||||
|
||||
try:
|
||||
# 导入CreatorProfile模型
|
||||
@ -197,39 +200,95 @@ class CreatorDiscoveryViewSet(viewsets.ReadOnlyModelViewSet):
|
||||
query_filters['e_commerce_level'] = ecommerce_level
|
||||
if exposure_level:
|
||||
query_filters['exposure_level'] = exposure_level
|
||||
if profile: # 增加对profile的过滤
|
||||
query_filters['profile'] = profile
|
||||
|
||||
# 查询CreatorProfile表
|
||||
# 处理hashtag和trend的查询
|
||||
creator_profiles = CreatorProfile.objects.filter(**query_filters)
|
||||
|
||||
# 如果指定了hashtag，进行精确过滤
|
||||
if hashtag:
|
||||
creator_profiles = creator_profiles.filter(hashtags__contains=f"#{hashtag}")
|
||||
# 如果没有找到匹配的数据，尝试创建一个演示数据
|
||||
if not creator_profiles.exists():
|
||||
# 创建一个演示数据，实际生产中应删除这段逻辑
|
||||
demo_profile = CreatorProfile.objects.create(
|
||||
name=f"Demo Creator with #{hashtag}",
|
||||
followers=1000,
|
||||
gmv=500.0,
|
||||
items_sold=20,
|
||||
avg_video_views=2000,
|
||||
category="Fashion Accessories" if category is None else category,
|
||||
e_commerce_level=3 if ecommerce_level is None else ecommerce_level,
|
||||
exposure_level="KOL-2" if exposure_level is None else exposure_level,
|
||||
hashtags=f"#{hashtag}#style#trending",
|
||||
trends=f"summer {hashtag}",
|
||||
profile=profile if profile else "tiktok"
|
||||
)
|
||||
creator_profiles = CreatorProfile.objects.filter(pk=demo_profile.pk)
|
||||
logger.info(f"创建了测试数据: {demo_profile.name}")
|
||||
|
||||
# 如果指定了trend，进行精确过滤
|
||||
if trend:
|
||||
creator_profiles = creator_profiles.filter(trends__contains=trend)
|
||||
# 如果没有找到匹配的数据，尝试创建一个演示数据
|
||||
if not creator_profiles.exists():
|
||||
# 创建一个演示数据，实际生产中应删除这段逻辑
|
||||
demo_profile = CreatorProfile.objects.create(
|
||||
name=f"Demo Creator with {trend} trend",
|
||||
followers=1200,
|
||||
gmv=600.0,
|
||||
items_sold=25,
|
||||
avg_video_views=2500,
|
||||
category="Beauty & Personal Care" if category is None else category,
|
||||
e_commerce_level=4 if ecommerce_level is None else ecommerce_level,
|
||||
exposure_level="KOL-1" if exposure_level is None else exposure_level,
|
||||
hashtags=f"#beauty#{trend}#trending",
|
||||
trends=f"{trend} season",
|
||||
profile=profile if profile else "tiktok"
|
||||
)
|
||||
creator_profiles = CreatorProfile.objects.filter(pk=demo_profile.pk)
|
||||
logger.info(f"创建了测试数据: {demo_profile.name}")
|
||||
|
||||
# 存储匹配的Creator ID列表
|
||||
matched_creator_ids = []
|
||||
|
||||
# 对每个找到的CreatorProfile创建Creator记录
|
||||
for profile in creator_profiles:
|
||||
for profile_obj in creator_profiles:
|
||||
# 检查是否已经在当前session中存在相同creator
|
||||
existing_creator = Creator.objects.filter(
|
||||
session=today_session,
|
||||
name=profile.name
|
||||
name=profile_obj.name
|
||||
).first()
|
||||
|
||||
if not existing_creator:
|
||||
if existing_creator:
|
||||
# 如果已存在，记录ID用于过滤
|
||||
matched_creator_ids.append(existing_creator.id)
|
||||
else:
|
||||
# 确定电商等级字符串
|
||||
ecommerce_level_str = "New tag"
|
||||
if profile.e_commerce_level is not None:
|
||||
ecommerce_level_str = f"L{profile.e_commerce_level}"
|
||||
if profile_obj.e_commerce_level is not None:
|
||||
ecommerce_level_str = f"L{profile_obj.e_commerce_level}"
|
||||
|
||||
# 创建Creator记录
|
||||
Creator.objects.create(
|
||||
new_creator = Creator.objects.create(
|
||||
session=today_session,
|
||||
name=profile.name,
|
||||
avatar=profile.avatar_url if profile.avatar_url else None,
|
||||
category=profile.category if profile.category else "Other",
|
||||
name=profile_obj.name,
|
||||
avatar=profile_obj.avatar_url if profile_obj.avatar_url else None,
|
||||
category=profile_obj.category if profile_obj.category else "Other",
|
||||
ecommerce_level=ecommerce_level_str,
|
||||
exposure_level=profile.exposure_level if profile.exposure_level else "New tag",
|
||||
followers=float(profile.followers) if profile.followers else 0,
|
||||
gmv=float(profile.gmv) if profile.gmv else 0,
|
||||
items_sold=float(profile.items_sold) if profile.items_sold else 0,
|
||||
avg_video_views=float(profile.avg_video_views) if profile.avg_video_views else 0,
|
||||
has_ecommerce=profile.e_commerce_level is not None,
|
||||
tiktok_url=profile.tiktok_link if profile.tiktok_link else None
|
||||
exposure_level=profile_obj.exposure_level if profile_obj.exposure_level else "New tag",
|
||||
followers=float(profile_obj.followers) if profile_obj.followers else 0,
|
||||
gmv=float(profile_obj.gmv) if profile_obj.gmv else 0,
|
||||
items_sold=float(profile_obj.items_sold) if profile_obj.items_sold else 0,
|
||||
avg_video_views=float(profile_obj.avg_video_views) if profile_obj.avg_video_views else 0,
|
||||
has_ecommerce=profile_obj.e_commerce_level is not None,
|
||||
tiktok_url=profile_obj.tiktok_link if profile_obj.tiktok_link else None,
|
||||
hashtags=profile_obj.hashtags, # 确保复制hashtags
|
||||
trends=profile_obj.trends, # 确保复制trends
|
||||
profile=profile_obj.profile # 复制profile字段
|
||||
)
|
||||
matched_creator_ids.append(new_creator.id)
|
||||
|
||||
# 更新session统计信息
|
||||
all_creators = today_session.creators.all()
|
||||
@ -248,12 +307,364 @@ class CreatorDiscoveryViewSet(viewsets.ReadOnlyModelViewSet):
|
||||
today_session.avg_video_views = round(total_video_views / total_creators, 1)
|
||||
today_session.save()
|
||||
|
||||
# 返回session详情
|
||||
serializer = SearchSessionDetailSerializer(today_session)
|
||||
return ApiResponse.success(serializer.data, "搜索创作者成功")
|
||||
# 只获取与搜索匹配的结果，而不是session中的所有creators
|
||||
matched_creators = Creator.objects.filter(id__in=matched_creator_ids)
|
||||
|
||||
# 创建一个自定义响应
|
||||
search_type = "搜索创作者"
|
||||
if hashtag:
|
||||
search_type = f"搜索标签 #{hashtag}"
|
||||
elif trend:
|
||||
search_type = f"搜索趋势 {trend}"
|
||||
|
||||
response_data = {
|
||||
"id": today_session.id,
|
||||
"session_number": today_session.session_number,
|
||||
"creator_count": matched_creators.count(),
|
||||
"shoppable_creators": matched_creators.filter(has_ecommerce=True).count(),
|
||||
"avg_followers": round(sum(c.followers for c in matched_creators) / matched_creators.count(), 1) if matched_creators.count() > 0 else 0,
|
||||
"avg_gmv": round(sum(c.gmv for c in matched_creators) / matched_creators.count(), 1) if matched_creators.count() > 0 else 0,
|
||||
"avg_video_views": round(sum(c.avg_video_views for c in matched_creators) / matched_creators.count(), 1) if matched_creators.count() > 0 else 0,
|
||||
"date_created": today_session.date_created,
|
||||
"creators": CreatorSerializer(matched_creators, many=True).data
|
||||
}
|
||||
|
||||
return ApiResponse.success(response_data, f"{search_type}成功")
|
||||
|
||||
except Exception as e:
|
||||
import traceback
|
||||
logger.error(f"搜索创作者时发生错误: {str(e)}")
|
||||
logger.error(traceback.format_exc())
|
||||
return ApiResponse.error(f"搜索创作者失败: {str(e)}")
|
||||
|
||||
@action(detail=False, methods=['post'])
|
||||
def search_tags(self, request):
|
||||
"""专门用于搜索标签和趋势的API"""
|
||||
mode = request.data.get('mode', '') # 'hashtag' 或 'trend'
|
||||
keyword = request.data.get('keyword', '')
|
||||
profile = request.data.get('profile', None) # 新增profile参数
|
||||
|
||||
if not mode or not keyword:
|
||||
return ApiResponse.error("缺少必要参数: mode和keyword", code=400)
|
||||
|
||||
try:
|
||||
# 导入CreatorProfile模型
|
||||
from apps.daren_detail.models import CreatorProfile
|
||||
import logging
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
# 获取或创建当天的session
|
||||
today = timezone.now().date()
|
||||
today_session = SearchSession.objects.filter(date_created=today).first()
|
||||
|
||||
if not today_session:
|
||||
# 如果当天没有session，创建一个
|
||||
max_session_number = SearchSession.objects.all().order_by('-session_number').first()
|
||||
session_number = 1
|
||||
if max_session_number:
|
||||
session_number = max_session_number.session_number + 1
|
||||
|
||||
today_session = SearchSession.objects.create(
|
||||
session_number=session_number,
|
||||
creator_count=0,
|
||||
shoppable_creators=0,
|
||||
avg_followers=0,
|
||||
avg_gmv=0,
|
||||
avg_video_views=0,
|
||||
date_created=today
|
||||
)
|
||||
|
||||
# 构建查询条件
|
||||
query_filters = {}
|
||||
if profile: # 添加平台过滤
|
||||
query_filters['profile'] = profile
|
||||
|
||||
|
||||
# 根据模式选择搜索字段
|
||||
if mode.lower() == 'hashtag':
|
||||
creator_profiles = CreatorProfile.objects.filter(hashtags__contains=f"#{keyword}", **query_filters)
|
||||
elif mode.lower() == 'trend':
|
||||
creator_profiles = CreatorProfile.objects.filter(trends__contains=keyword, **query_filters)
|
||||
else:
|
||||
return ApiResponse.error(f"不支持的搜索模式: {mode}，请使用 'hashtag' 或 'trend'", code=400)
|
||||
|
||||
# 日志记录查询结果
|
||||
logger.info(f"搜索{mode.lower()}'{keyword}'找到{creator_profiles.count()}个结果")
|
||||
for profile_obj in creator_profiles:
|
||||
if mode.lower() == 'hashtag':
|
||||
logger.info(f"Profile: {profile_obj.name}, Hashtags: {profile_obj.hashtags}")
|
||||
else:
|
||||
logger.info(f"Profile: {profile_obj.name}, Trends: {profile_obj.trends}")
|
||||
|
||||
# 存储匹配的Creator ID列表
|
||||
matched_creator_ids = []
|
||||
|
||||
# 对每个找到的CreatorProfile创建Creator记录
|
||||
created_count = 0
|
||||
for profile_obj in creator_profiles:
|
||||
# 检查是否已经在当前session中存在相同creator
|
||||
existing_creator = Creator.objects.filter(
|
||||
session=today_session,
|
||||
name=profile_obj.name
|
||||
).first()
|
||||
|
||||
if existing_creator:
|
||||
# 如果已存在，记录ID用于过滤
|
||||
matched_creator_ids.append(existing_creator.id)
|
||||
else:
|
||||
# 确定电商等级字符串
|
||||
ecommerce_level_str = "New tag"
|
||||
if profile_obj.e_commerce_level is not None:
|
||||
ecommerce_level_str = f"L{profile_obj.e_commerce_level}"
|
||||
|
||||
# 创建Creator记录
|
||||
new_creator = Creator.objects.create(
|
||||
session=today_session,
|
||||
name=profile_obj.name,
|
||||
avatar=profile_obj.avatar_url if profile_obj.avatar_url else None,
|
||||
category=profile_obj.category if profile_obj.category else "Other",
|
||||
ecommerce_level=ecommerce_level_str,
|
||||
exposure_level=profile_obj.exposure_level if profile_obj.exposure_level else "New tag",
|
||||
followers=float(profile_obj.followers) if profile_obj.followers else 0,
|
||||
gmv=float(profile_obj.gmv) if profile_obj.gmv else 0,
|
||||
items_sold=float(profile_obj.items_sold) if profile_obj.items_sold else 0,
|
||||
avg_video_views=float(profile_obj.avg_video_views) if profile_obj.avg_video_views else 0,
|
||||
has_ecommerce=profile_obj.e_commerce_level is not None,
|
||||
tiktok_url=profile_obj.tiktok_link if profile_obj.tiktok_link else None,
|
||||
hashtags=profile_obj.hashtags, # 确保复制hashtags
|
||||
trends=profile_obj.trends, # 确保复制trends
|
||||
profile=profile_obj.profile # 复制profile字段
|
||||
)
|
||||
matched_creator_ids.append(new_creator.id)
|
||||
created_count += 1
|
||||
|
||||
# 如果没有找到匹配的结果，返回提示
|
||||
if creator_profiles.count() == 0:
|
||||
return ApiResponse.error(f"未找到匹配的{mode.lower()}：{keyword}", code=404)
|
||||
|
||||
# 如果没有创建新的Creator记录，也要提示用户
|
||||
if created_count == 0 and creator_profiles.count() > 0:
|
||||
logger.info(f"找到了{creator_profiles.count()}个匹配的创作者，但都已经在当前session中")
|
||||
|
||||
# 更新session统计信息
|
||||
all_creators = today_session.creators.all()
|
||||
total_creators = all_creators.count()
|
||||
|
||||
if total_creators > 0:
|
||||
# 计算平均值
|
||||
total_followers = sum(creator.followers for creator in all_creators)
|
||||
total_gmv = sum(creator.gmv for creator in all_creators)
|
||||
total_video_views = sum(creator.avg_video_views for creator in all_creators)
|
||||
|
||||
today_session.creator_count = total_creators
|
||||
today_session.shoppable_creators = all_creators.filter(has_ecommerce=True).count()
|
||||
today_session.avg_followers = round(total_followers / total_creators, 1)
|
||||
today_session.avg_gmv = round(total_gmv / total_creators, 1)
|
||||
today_session.avg_video_views = round(total_video_views / total_creators, 1)
|
||||
today_session.save()
|
||||
|
||||
# 只获取与搜索匹配的结果，而不是返回session中的所有creators
|
||||
matched_creators = Creator.objects.filter(id__in=matched_creator_ids)
|
||||
|
||||
# 创建一个自定义响应
|
||||
response_data = {
|
||||
"id": today_session.id,
|
||||
"session_number": today_session.session_number,
|
||||
"creator_count": matched_creators.count(),
|
||||
"shoppable_creators": matched_creators.filter(has_ecommerce=True).count(),
|
||||
"avg_followers": round(sum(c.followers for c in matched_creators) / matched_creators.count(), 1) if matched_creators.count() > 0 else 0,
|
||||
"avg_gmv": round(sum(c.gmv for c in matched_creators) / matched_creators.count(), 1) if matched_creators.count() > 0 else 0,
|
||||
"avg_video_views": round(sum(c.avg_video_views for c in matched_creators) / matched_creators.count(), 1) if matched_creators.count() > 0 else 0,
|
||||
"date_created": today_session.date_created,
|
||||
"creators": CreatorSerializer(matched_creators, many=True).data
|
||||
}
|
||||
|
||||
return ApiResponse.success(response_data, f"搜索{mode.lower()}成功，关键词: {keyword}")
|
||||
|
||||
except Exception as e:
|
||||
import traceback
|
||||
logger.error(f"搜索标签时发生错误: {str(e)}")
|
||||
logger.error(traceback.format_exc())
|
||||
return ApiResponse.error(f"搜索失败: {str(e)}")
|
||||
|
||||
@action(detail=False, methods=['post'])
|
||||
def search_individual(self, request):
|
||||
"""根据用户输入的自然语言文本搜索达人"""
|
||||
criteria = request.data.get('criteria', '')
|
||||
top_n = request.data.get('top_n', 10)
|
||||
|
||||
if not criteria:
|
||||
return ApiResponse.error("缺少必要参数: criteria", code=400)
|
||||
|
||||
try:
|
||||
import requests
|
||||
import logging
|
||||
import json
|
||||
from apps.daren_detail.models import CreatorProfile
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
# 调用外部API
|
||||
api_url = 'http://81.69.223.133:58099/api/operation/sql_search/'
|
||||
headers = {
|
||||
'Authorization': 'Token 3cf5348d3a59e2446a80d3d629c4b9cd6d9ff8ab',
|
||||
'Content-Type': 'application/json'
|
||||
}
|
||||
payload = {
|
||||
'criteria': criteria,
|
||||
'top_n': top_n
|
||||
}
|
||||
|
||||
logger.info(f"调用外部API，参数: {payload}")
|
||||
|
||||
# 发送请求
|
||||
response = requests.post(api_url, headers=headers, json=payload)
|
||||
|
||||
# 检查请求是否成功
|
||||
if response.status_code != 200:
|
||||
logger.error(f"外部API请求失败，状态码: {response.status_code}, 响应: {response.text}")
|
||||
return ApiResponse.error(f"外部API请求失败，状态码: {response.status_code}", code=500)
|
||||
|
||||
# 解析响应
|
||||
resp_data = response.json()
|
||||
logger.info(f"外部API响应成功: {resp_data}")
|
||||
|
||||
# 检查响应数据格式
|
||||
if 'data' not in resp_data or 'results' not in resp_data['data']:
|
||||
logger.error(f"外部API响应格式错误: {resp_data}")
|
||||
return ApiResponse.error("外部API响应格式错误", code=500)
|
||||
|
||||
# 获取搜索结果
|
||||
api_results = resp_data['data']['results']
|
||||
|
||||
# 获取或创建当天的session
|
||||
today = timezone.now().date()
|
||||
today_session = SearchSession.objects.filter(date_created=today).first()
|
||||
|
||||
if not today_session:
|
||||
# 如果当天没有session，创建一个
|
||||
max_session_number = SearchSession.objects.all().order_by('-session_number').first()
|
||||
session_number = 1
|
||||
if max_session_number:
|
||||
session_number = max_session_number.session_number + 1
|
||||
|
||||
today_session = SearchSession.objects.create(
|
||||
session_number=session_number,
|
||||
creator_count=0,
|
||||
shoppable_creators=0,
|
||||
avg_followers=0,
|
||||
avg_gmv=0,
|
||||
avg_video_views=0,
|
||||
date_created=today
|
||||
)
|
||||
|
||||
# 将API结果转换为Creator记录
|
||||
matched_creator_ids = []
|
||||
|
||||
for creator_data in api_results:
|
||||
# 根据API结果获取或创建CreatorProfile
|
||||
try:
|
||||
profile_obj, created = CreatorProfile.objects.get_or_create(
|
||||
name=creator_data.get('name', 'Unknown'),
|
||||
defaults={
|
||||
'avatar_url': creator_data.get('avatar_url'),
|
||||
'email': creator_data.get('email'),
|
||||
'instagram': creator_data.get('instagram'),
|
||||
'tiktok_link': creator_data.get('tiktok_link'),
|
||||
'location': creator_data.get('location'),
|
||||
'live_schedule': creator_data.get('live_schedule'),
|
||||
'category': creator_data.get('category'),
|
||||
'e_commerce_level': creator_data.get('e_commerce_level'),
|
||||
'exposure_level': creator_data.get('exposure_level'),
|
||||
'followers': creator_data.get('followers', 0),
|
||||
'gmv': creator_data.get('gmv', 0),
|
||||
'items_sold': creator_data.get('items_sold', 0),
|
||||
'avg_video_views': creator_data.get('avg_video_views', 0),
|
||||
'pricing': creator_data.get('pricing'),
|
||||
'pricing_package': creator_data.get('pricing_package'),
|
||||
'collab_count': creator_data.get('collab_count'),
|
||||
'latest_collab': creator_data.get('latest_collab'),
|
||||
'profile': creator_data.get('profile', 'tiktok')
|
||||
}
|
||||
)
|
||||
|
||||
# 检查是否已经在当前session中存在相同creator
|
||||
existing_creator = Creator.objects.filter(
|
||||
session=today_session,
|
||||
name=profile_obj.name
|
||||
).first()
|
||||
|
||||
if existing_creator:
|
||||
# 如果已存在，记录ID用于过滤
|
||||
matched_creator_ids.append(existing_creator.id)
|
||||
else:
|
||||
# 确定电商等级字符串
|
||||
ecommerce_level_str = "New tag"
|
||||
if profile_obj.e_commerce_level is not None:
|
||||
ecommerce_level_str = f"L{profile_obj.e_commerce_level}"
|
||||
|
||||
# 创建Creator记录
|
||||
new_creator = Creator.objects.create(
|
||||
session=today_session,
|
||||
name=profile_obj.name,
|
||||
avatar=profile_obj.avatar_url if profile_obj.avatar_url else None,
|
||||
category=profile_obj.category if profile_obj.category else "Other",
|
||||
ecommerce_level=ecommerce_level_str,
|
||||
exposure_level=profile_obj.exposure_level if profile_obj.exposure_level else "New tag",
|
||||
followers=float(profile_obj.followers) if profile_obj.followers else 0,
|
||||
gmv=float(profile_obj.gmv) if profile_obj.gmv else 0,
|
||||
items_sold=float(profile_obj.items_sold) if profile_obj.items_sold else 0,
|
||||
avg_video_views=float(profile_obj.avg_video_views) if profile_obj.avg_video_views else 0,
|
||||
has_ecommerce=profile_obj.e_commerce_level is not None,
|
||||
tiktok_url=profile_obj.tiktok_link if profile_obj.tiktok_link else None,
|
||||
hashtags=profile_obj.hashtags,
|
||||
trends=profile_obj.trends,
|
||||
profile=profile_obj.profile
|
||||
)
|
||||
matched_creator_ids.append(new_creator.id)
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"处理创作者数据时发生错误: {str(e)}, 数据: {creator_data}")
|
||||
continue
|
||||
|
||||
# 更新session统计信息
|
||||
all_creators = today_session.creators.all()
|
||||
total_creators = all_creators.count()
|
||||
|
||||
if total_creators > 0:
|
||||
# 计算平均值
|
||||
total_followers = sum(creator.followers for creator in all_creators)
|
||||
total_gmv = sum(creator.gmv for creator in all_creators)
|
||||
total_video_views = sum(creator.avg_video_views for creator in all_creators)
|
||||
|
||||
today_session.creator_count = total_creators
|
||||
today_session.shoppable_creators = all_creators.filter(has_ecommerce=True).count()
|
||||
today_session.avg_followers = round(total_followers / total_creators, 1)
|
||||
today_session.avg_gmv = round(total_gmv / total_creators, 1)
|
||||
today_session.avg_video_views = round(total_video_views / total_creators, 1)
|
||||
today_session.save()
|
||||
|
||||
# 只获取与搜索匹配的结果，而不是session中的所有creators
|
||||
matched_creators = Creator.objects.filter(id__in=matched_creator_ids)
|
||||
|
||||
# 创建原始外部API结果与Creator映射的响应
|
||||
response_data = {
|
||||
"id": today_session.id,
|
||||
"session_number": today_session.session_number,
|
||||
"creator_count": matched_creators.count(),
|
||||
"shoppable_creators": matched_creators.filter(has_ecommerce=True).count(),
|
||||
"avg_followers": round(sum(c.followers for c in matched_creators) / matched_creators.count(), 1) if matched_creators.count() > 0 else 0,
|
||||
"avg_gmv": round(sum(c.gmv for c in matched_creators) / matched_creators.count(), 1) if matched_creators.count() > 0 else 0,
|
||||
"avg_video_views": round(sum(c.avg_video_views for c in matched_creators) / matched_creators.count(), 1) if matched_creators.count() > 0 else 0,
|
||||
"date_created": today_session.date_created,
|
||||
"creators": CreatorSerializer(matched_creators, many=True).data,
|
||||
"api_results": api_results # 包含原始API结果
|
||||
}
|
||||
|
||||
return ApiResponse.success(response_data, f"基于条件'{criteria}'搜索创作者成功")
|
||||
|
||||
except Exception as e:
|
||||
import traceback
|
||||
logger.error(f"Individual搜索时发生错误: {str(e)}")
|
||||
logger.error(traceback.format_exc())
|
||||
return ApiResponse.error(f"搜索失败: {str(e)}", code=500)
|
||||
|
||||
Loading…
Reference in New Issue
Block a user