85 lines
2.2 KiB
Python
85 lines
2.2 KiB
Python
"""Profitability Analysis 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 date
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router = APIRouter()
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class CostRevenueEntry(BaseModel):
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date: date
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feature: str
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ai_cost: float
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revenue: float
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requests: int
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class ROIAnalysis(BaseModel):
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feature: str
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total_cost: float
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total_revenue: float
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net_profit: float
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roi_percent: float
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cost_per_request: float
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revenue_per_request: float
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class ProfitabilityReport(BaseModel):
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period: str
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total_ai_cost: float
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total_revenue: float
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overall_roi: float
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by_feature: list[ROIAnalysis]
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optimization_opportunities: list[dict]
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@router.post("/analyze", response_model=ProfitabilityReport)
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async def analyze_profitability(
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costs_file: UploadFile = File(...),
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revenue_file: Optional[UploadFile] = File(None)
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):
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"""Analyze AI costs vs revenue"""
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# TODO: Implement profitability analysis
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return ProfitabilityReport(
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period="current_month",
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total_ai_cost=0.0,
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total_revenue=0.0,
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overall_roi=0.0,
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by_feature=[],
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optimization_opportunities=[]
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)
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@router.post("/log-entry")
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async def log_cost_revenue(entry: CostRevenueEntry):
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"""Log a cost/revenue entry"""
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# TODO: Implement entry logging
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return {"message": "Entry logged", "entry": entry}
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@router.get("/trends")
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async def get_trends(
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start_date: Optional[date] = None,
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end_date: Optional[date] = None,
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granularity: str = "daily" # daily, weekly, monthly
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):
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"""Get profitability trends over time"""
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# TODO: Implement trend analysis
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return {
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"trends": [],
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"granularity": granularity
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}
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@router.get("/recommendations")
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async def get_optimization_recommendations():
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"""Get cost optimization recommendations"""
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# TODO: Implement recommendation engine
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return {
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"recommendations": [
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{"type": "model_switch", "description": "Switch feature X from GPT-4 to GPT-3.5", "savings": 0.0},
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{"type": "caching", "description": "Implement caching for repeated queries", "savings": 0.0},
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{"type": "batching", "description": "Batch requests for feature Y", "savings": 0.0},
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]
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}
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