feature: add data-evaluation

* feature: add evaluation task management function

* feature: add evaluation task detail page

* fix: delete duplicate definition for table t_model_config

* refactor: rename package synthesis to ratio

* refactor: add eval file table and  refactor related code

* fix: calling large models in parallel during evaluation

runtime/datamate-python/app/module/evaluation/schema/evaluation.py

@@ -0,0 +1,101 @@
+from typing import List, Optional, Dict, Any
+from pydantic import BaseModel, Field, field_validator
+from enum import Enum
+
+from app.core.logging import get_logger
+from app.module.shared.schema.common import TaskStatus
+
+logger = get_logger(__name__)
+
+class EvaluationConfig(BaseModel):
+    """评估配置项"""
+    model_id: str = Field(..., alias="modelId", description="模型id")
+    dimensions: list[dict] = Field(..., alias="dimensions", description="评估维度")
+
+
+class CreateEvaluationTaskRequest(BaseModel):
+    """创建评估任务请求"""
+    name: str = Field(..., description="评估任务名称")
+    description: Optional[str] = Field(None, description="评估任务描述")
+    task_type: str = Field(..., alias="taskType", description="评估任务类型：QA/QUALITY/COMPATIBILITY/VALUE")
+    source_type: str = Field(..., alias="sourceType", description="待评估对象类型：DATASET/SYNTHESIS")
+    source_id: str = Field(..., alias="sourceId", description="待评估对象ID")
+    source_name: str = Field(..., alias="sourceName", description="待评估对象名称")
+    eval_method: str = Field("AUTO", alias="evalMethod", description="评估提示词")
+    eval_prompt: Optional[str] = Field(None, alias="evalPrompt", description="评估提示词")
+    eval_config: EvaluationConfig = Field(..., alias="evalConfig", description="评估配置项列表")
+
+
+class EvaluationTaskItem(BaseModel):
+    """评估任务列表项"""
+    id: str = Field(..., description="任务ID")
+    name: str = Field(..., description="任务名称")
+    description: Optional[str] = Field(None, description="任务描述")
+    task_type: Optional[str] = Field(..., alias="taskType", description="任务类型")
+    source_type: Optional[str] = Field(..., alias="sourceType", description="数据源类型")
+    source_id: Optional[str] = Field(..., alias="sourceId", description="数据源ID")
+    source_name: Optional[str] = Field(None, alias="sourceName", description="数据源名称")
+    status: TaskStatus = Field(..., description="任务状态")
+    eval_process: Optional[float] = Field(0, alias="evalProcess", description="评估进度")
+    created_at: Optional[str] = Field(None, alias="createdAt", description="创建时间")
+    updated_at: Optional[str] = Field(None, alias="updatedAt", description="更新时间")
+
+
+class PagedEvaluationTaskResponse(BaseModel):
+    """分页评估任务响应"""
+    content: List[EvaluationTaskItem]
+    total_elements: int = Field(..., alias="totalElements")
+    total_pages: int = Field(..., alias="totalPages")
+    page: int
+    size: int
+
+
+class EvaluationTaskDetailResponse(EvaluationTaskItem):
+    """评估任务详情响应"""
+    eval_prompt: Optional[str] = Field(None, alias="evalPrompt", description="评估提示词")
+    eval_config: Optional[Dict[str, Any]] = Field(None, alias="evalConfig", description="评估配置")
+    eval_result: Optional[Dict[str, Any]] = Field(None, alias="evalResult", description="评估结果")
+
+
+class EvaluationItemResponse(BaseModel):
+    """评估条目响应"""
+    id: str = Field(..., description="条目ID")
+    task_id: str = Field(..., alias="taskId", description="任务ID")
+    file_id: str = Field(..., alias="fileId", description="文件ID")
+    item_id: str = Field(..., alias="itemId", description="评估项ID")
+    eval_content: Optional[Dict[str, Any]] = Field(None, alias="evalContent", description="评估内容")
+    eval_score: Optional[float] = Field(None, alias="evalScore", description="评估分数")
+    eval_result: Optional[Dict[str, Any]] = Field(None, alias="evalResult", description="评估结果详情")
+    status: str = Field(..., description="评估状态")
+
+class EvaluationFileResponse(BaseModel):
+    """评估文件响应"""
+    task_id: str = Field(..., alias="taskId", description="任务ID")
+    file_id: str = Field(..., alias="fileId", description="文件ID")
+    file_name: str = Field(..., alias="fileName", description="文件名")
+    total_count: int = Field(..., alias="totalCount", description="总数")
+    evaluated_count: int = Field(..., alias="evaluatedCount", description="已评估数")
+    pending_count: int = Field(..., alias="pendingCount", description="待评估数")
+
+
+
+class PagedEvaluationItemsResponse(BaseModel):
+    """分页评估任务响应"""
+    content: List[EvaluationItemResponse]
+    total_elements: int = Field(..., alias="totalElements")
+    total_pages: int = Field(..., alias="totalPages")
+    page: int
+    size: int
+
+class PagedEvaluationFilesResponse(BaseModel):
+    """分页评估任务响应"""
+    content: List[EvaluationFileResponse]
+    total_elements: int = Field(..., alias="totalElements")
+    total_pages: int = Field(..., alias="totalPages")
+    page: int
+    size: int
+
+
+class SourceType(Enum):
+    DATASET = "DATASET"
+    SYNTHESIS = "SYNTHESIS"