src/models/schemas.py

from typing import List
from pydantic import BaseModel


class WorkflowSchema(BaseModel):
    data_source: str
    data_format: str
    additional_data_requirement: bool
    constraints: str
    available_preprocess_script: bool
    preprocess_script: str
    recommended_preprocess_steps: List[str]
    task: str
    models: List[str]
    hyperparameters: List[str]
    eval_metrics: List[str]
    deploy_constraints: str


class IntentFilesSchema(BaseModel):
    context: str
    open_questions: List[str]
    data_source: str
    data_format: str
    additional_data_requirement: bool
    constraints: str
    available_preprocess_script: bool
    preprocess_script: str
    recommended_preprocess_steps: List[str]
    task: str
    models: List[str]
    hyperparameters: List[str]
    eval_metrics: List[str]
    deploy_constraints: str


class IntentInterviewsSchema(BaseModel):
    context: str
    completion_status: bool
    result: str
    data_source: str
    data_format: str
    additional_data_requirement: bool
    constraints: str
    available_preprocess_script: bool
    preprocess_script: str
    recommended_preprocess_steps: List[str]
    task: str
    models: List[str]
    hyperparameters: List[str]
    eval_metrics: List[str]
    deploy_constraints: str


class IntentRequestData(BaseModel):
    query: str
    context: str
    count: int
    complete: bool


class IntentResponseData(BaseModel):
    context: str
    result: str
    count: int
    complete: bool