117 lines
4.1 KiB
Python
117 lines
4.1 KiB
Python
from pydantic import BaseModel, Field
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from typing import Optional, List, Dict, Any
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from datetime import datetime
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class AlgorithmBase(BaseModel):
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"""算法基础模式"""
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id: Optional[str] = None
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name: str = Field(..., description="算法名称")
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description: str = Field(..., description="算法描述")
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type: str = Field(..., description="算法类型")
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class AlgorithmCreate(AlgorithmBase):
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"""创建算法模式"""
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# 版本相关字段
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version: str = Field(default="1.0.0", description="版本号")
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url: str = Field(default="", description="算法API地址")
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params: Dict[str, Any] = Field(default_factory=dict, description="算法参数配置")
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input_schema: Dict[str, Any] = Field(default_factory=dict, description="输入数据格式")
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output_schema: Dict[str, Any] = Field(default_factory=dict, description="输出数据格式")
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code: str = Field(default="", description="Python算法代码")
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model_name: str = Field(default="", description="API训练后的模型名字")
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model_file: str = Field(default="", description="模型文件路径")
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api_doc: str = Field(default="", description="模型的API用法文档")
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class AlgorithmUpdate(BaseModel):
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"""更新算法模式"""
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name: Optional[str] = None
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description: Optional[str] = None
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type: Optional[str] = None
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status: Optional[str] = None
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class AlgorithmVersionBase(BaseModel):
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"""算法版本基础模式"""
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id: Optional[str] = None
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algorithm_id: str = Field(..., description="算法ID")
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version: str = Field(..., description="版本号")
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url: str = Field(..., description="算法API地址")
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params: Dict[str, Any] = Field(default_factory=dict, description="算法参数配置")
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input_schema: Dict[str, Any] = Field(default_factory=dict, description="输入数据格式")
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output_schema: Dict[str, Any] = Field(default_factory=dict, description="输出数据格式")
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code: str = Field(default="", description="Python算法代码")
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model_name: str = Field(default="", description="API训练后的模型名字")
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model_file: str = Field(default="", description="模型文件路径")
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api_doc: str = Field(default="", description="模型的API用法文档")
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is_default: bool = Field(default=False, description="是否为默认版本")
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class AlgorithmVersionCreate(AlgorithmVersionBase):
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"""创建算法版本模式"""
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pass
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class AlgorithmVersionUpdate(BaseModel):
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"""更新算法版本模式"""
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version: Optional[str] = None
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url: Optional[str] = None
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params: Optional[Dict[str, Any]] = None
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input_schema: Optional[Dict[str, Any]] = None
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output_schema: Optional[Dict[str, Any]] = None
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code: Optional[str] = None
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model_name: Optional[str] = None
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model_file: Optional[str] = None
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api_doc: Optional[str] = None
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is_default: Optional[bool] = None
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class AlgorithmCallBase(BaseModel):
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"""算法调用基础模式"""
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id: Optional[str] = None
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algorithm_id: str = Field(..., description="算法ID")
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version_id: str = Field(..., description="版本ID")
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input_data: Dict[str, Any] = Field(..., description="输入数据")
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params: Dict[str, Any] = Field(default_factory=dict, description="调用参数")
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class AlgorithmCallCreate(AlgorithmCallBase):
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"""创建算法调用模式"""
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pass
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class AlgorithmCallResult(BaseModel):
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"""算法调用结果模式"""
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id: str
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status: str
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output_data: Dict[str, Any]
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response_time: Optional[float] = None
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error_message: Optional[str] = None
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created_at: datetime
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class AlgorithmResponse(AlgorithmBase):
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"""算法响应模式"""
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status: str
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created_at: datetime
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updated_at: Optional[datetime] = None
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versions: List["AlgorithmVersionResponse"] = []
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class AlgorithmVersionResponse(AlgorithmVersionBase):
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"""算法版本响应模式"""
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created_at: datetime
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updated_at: Optional[datetime] = None
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class AlgorithmListResponse(BaseModel):
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"""算法列表响应模式"""
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algorithms: List[AlgorithmResponse]
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total: int
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# 更新前向引用
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AlgorithmResponse.model_rebuild()
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