import uuid from django.db import models from django.utils.translation import gettext_lazy as _ class TranscriptionTask(models.Model): class Status(models.TextChoices): PENDING = 'PENDING', _('等待中') PROCESSING = 'PROCESSING', _('处理中') SUCCEEDED = 'SUCCEEDED', _('成功') FAILED = 'FAILED', _('失败') id = models.UUIDField(primary_key=True, default=uuid.uuid4, editable=False) file_url = models.URLField(verbose_name=_('文件链接'), max_length=1024) task_id = models.CharField(verbose_name=_('听悟任务ID'), max_length=100, blank=True, null=True) status = models.CharField( verbose_name=_('状态'), max_length=20, choices=Status.choices, default=Status.PENDING ) # 存储阿里云听悟返回的原始 JSON 结构 transcription_data = models.JSONField(verbose_name=_('转写原始数据'), blank=True, null=True, help_text=_('阿里云返回的Transcription完整JSON')) summary_data = models.JSONField(verbose_name=_('总结原始数据'), blank=True, null=True, help_text=_('阿里云返回的Summarization完整JSON')) auto_chapters_data = models.JSONField(verbose_name=_('章节原始数据'), blank=True, null=True, help_text=_('阿里云返回的AutoChapters完整JSON')) project = models.ForeignKey( 'competition.Project', on_delete=models.SET_NULL, null=True, blank=True, related_name='transcription_tasks', verbose_name=_('关联参赛项目') ) transcription = models.TextField(verbose_name=_('逐字稿'), blank=True, null=True) summary = models.TextField(verbose_name=_('AI总结'), blank=True, null=True) # 已解耦到 AIEvaluation 模型 # score = models.IntegerField(verbose_name=_('AI评分'), blank=True, null=True, help_text=_('基于转写内容的评分')) # evaluation = models.TextField(verbose_name=_('AI评语'), blank=True, null=True) error_message = models.TextField(verbose_name=_('错误信息'), blank=True, null=True) created_at = models.DateTimeField(verbose_name=_('创建时间'), auto_now_add=True) updated_at = models.DateTimeField(verbose_name=_('更新时间'), auto_now=True) class Meta: verbose_name = _('转写任务') verbose_name_plural = _('转写任务') ordering = ['-created_at'] def __str__(self): return f"{self.id} - {self.get_status_display()}" class AIEvaluationTemplate(models.Model): name = models.CharField(verbose_name=_('模板名称'), max_length=100, help_text=_('例如:销售话术评分、逻辑性分析')) model_selection = models.CharField( verbose_name=_('模型选择'), max_length=50, default='qwen-plus', help_text=_('例如: qwen-plus, qwen-turbo, qwen-max') ) prompt = models.TextField( verbose_name=_('评分提示词'), default='你是一个专业的评分助手。请根据提供的转写内容,对内容质量、逻辑清晰度、语言表达等方面进行综合评分(0-100分),并给出详细的评语。请以JSON格式返回,包含"score"和"evaluation"字段。', help_text=_('用于指导AI评分的提示词') ) score_dimension = models.ForeignKey( 'competition.ScoreDimension', on_delete=models.SET_NULL, null=True, blank=True, verbose_name=_('关联评分维度'), help_text=_('如果同步到比赛评分,优先使用此维度。未填写则默认使用"AI Rating"或包含"AI"的维度') ) is_active = models.BooleanField(verbose_name=_('是否启用'), default=True, help_text=_('启用后,新的转写任务完成后将自动使用此模板进行评估')) created_at = models.DateTimeField(verbose_name=_('创建时间'), auto_now_add=True) updated_at = models.DateTimeField(verbose_name=_('更新时间'), auto_now=True) class Meta: verbose_name = _('AI评估模板') verbose_name_plural = _('AI评估模板') ordering = ['-created_at'] def __str__(self): return self.name class AIEvaluation(models.Model): class Status(models.TextChoices): PENDING = 'PENDING', _('等待中') PROCESSING = 'PROCESSING', _('生成中') COMPLETED = 'COMPLETED', _('已完成') FAILED = 'FAILED', _('失败') task = models.ForeignKey( TranscriptionTask, on_delete=models.CASCADE, related_name='ai_evaluations', verbose_name=_('关联任务') ) template = models.ForeignKey( AIEvaluationTemplate, on_delete=models.SET_NULL, null=True, blank=True, related_name='evaluations', verbose_name=_('使用的模板') ) # 评分与评语 score = models.IntegerField(verbose_name=_('AI评分'), blank=True, null=True, help_text=_('0-100分')) evaluation = models.TextField(verbose_name=_('AI评语'), blank=True, null=True) # 记录当时的配置 (快照) model_selection = models.CharField( verbose_name=_('模型选择'), max_length=50, default='qwen-plus' ) prompt = models.TextField(verbose_name=_('评分提示词')) # 原始数据与推理 raw_response = models.JSONField(verbose_name=_('原始响应'), blank=True, null=True, help_text=_('大模型返回的完整JSON')) reasoning = models.TextField(verbose_name=_('推理过程'), blank=True, null=True, help_text=_('AI的推理过程(如果有)')) status = models.CharField( verbose_name=_('评估状态'), max_length=20, choices=Status.choices, default=Status.PENDING ) error_message = models.TextField(verbose_name=_('错误信息'), blank=True, null=True) created_at = models.DateTimeField(verbose_name=_('创建时间'), auto_now_add=True) updated_at = models.DateTimeField(verbose_name=_('更新时间'), auto_now=True) class Meta: verbose_name = _('AI评估结果') verbose_name_plural = _('AI评估结果') ordering = ['-created_at'] def __str__(self): return f"Evaluation for Task {self.task.id} ({self.template.name if self.template else 'Custom'})"