89 lines
2.2 KiB
Python
89 lines
2.2 KiB
Python
"""Data History Log Router"""
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from fastapi import APIRouter, UploadFile, File
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from pydantic import BaseModel
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from typing import Optional
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from datetime import datetime
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router = APIRouter()
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class DataVersion(BaseModel):
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id: str
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filename: str
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hash: str # SHA-256
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size_bytes: int
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row_count: int
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column_count: int
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created_at: datetime
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metadata: Optional[dict] = None
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class ModelDataLink(BaseModel):
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model_id: str
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model_name: str
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dataset_version_id: str
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training_date: datetime
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metrics: Optional[dict] = None
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@router.post("/register")
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async def register_dataset(
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file: UploadFile = File(...),
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metadata: Optional[dict] = None
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):
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"""Register a dataset version"""
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# TODO: Implement dataset registration with hashing
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return {
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"version_id": "v1",
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"hash": "sha256...",
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"message": "Dataset registered"
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}
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@router.get("/versions")
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async def list_versions(
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filename: Optional[str] = None,
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limit: int = 100
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):
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"""List dataset versions"""
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# TODO: Implement version listing
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return {"versions": []}
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@router.get("/versions/{version_id}")
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async def get_version(version_id: str):
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"""Get details of a specific version"""
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# TODO: Implement version retrieval
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return {"version": None}
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@router.post("/link-model")
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async def link_model_to_dataset(link: ModelDataLink):
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"""Link a model to a dataset version"""
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# TODO: Implement model-dataset linking
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return {"message": "Model linked to dataset", "link": link}
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@router.get("/models/{model_id}/datasets")
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async def get_model_datasets(model_id: str):
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"""Get all datasets used to train a model"""
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# TODO: Implement dataset retrieval for model
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return {"model_id": model_id, "datasets": []}
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@router.get("/compliance-report")
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async def generate_compliance_report(
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model_id: Optional[str] = None,
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format: str = "json" # json, markdown, pdf
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):
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"""Generate a compliance report (GDPR/CCPA)"""
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# TODO: Implement compliance report generation
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return {
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"report": {
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"model_id": model_id,
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"datasets_used": [],
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"data_retention": {},
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"processing_purposes": [],
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"generated_at": datetime.now().isoformat()
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}
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}
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