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models.py
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from pydantic import BaseModel, Field
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from typing import Optional
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from enum import Enum
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class ZaiModel(str, Enum):
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GLM_5 = "glm-5"
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GLM_47 = "glm-4.7"
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GLM_45_AIR = "glm-4.5-air"
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class SamplerType(str, Enum):
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CATEGORY = "CATEGORY"
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UNIFORM = "UNIFORM"
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GAUSSIAN = "GAUSSIAN"
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UUID = "UUID"
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DATETIME = "DATETIME"
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class ColumnConfig(BaseModel):
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name: str = Field(..., description="Column name")
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type: str = Field(..., description="Column type: sampler, llm_text, llm_code, llm_structured")
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params: dict = Field(default_factory=dict, description="Column-specific parameters")
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class GenerateRequest(BaseModel):
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num_records: int = Field(default=10, ge=1, le=1000, description="Number of records to generate")
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model: ZaiModel = Field(default=ZaiModel.GLM_47, description="z.ai model to use")
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columns: list[ColumnConfig] = Field(..., description="Column configurations")
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temperature: float = Field(default=0.7, ge=0.0, le=2.0)
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max_tokens: int = Field(default=512, ge=64, le=4096)
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class PreviewRequest(BaseModel):
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model: ZaiModel = Field(default=ZaiModel.GLM_47)
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columns: list[ColumnConfig] = Field(..., description="Column configurations")
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temperature: float = Field(default=0.7)
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max_tokens: int = Field(default=512)
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class GenerateResponse(BaseModel):
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success: bool
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data: Optional[list[dict]] = None
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record_count: int = 0
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error: Optional[str] = None
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class PreviewResponse(BaseModel):
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success: bool
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sample: Optional[dict] = None
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error: Optional[str] = None
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class HealthResponse(BaseModel):
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status: str
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model: str
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api_configured: bool
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