zwitschi
5a84445e90
- Updated equipment.html to include scenario filtering, equipment addition form, and dynamic equipment listing. - Enhanced maintenance.html with scenario filtering, maintenance entry form, and dynamic equipment selection. - Improved production.html to allow scenario filtering and production output entry. - Revamped reporting.html to display scenario KPI summaries with refresh functionality. - Expanded simulations.html to support scenario selection, simulation run history, and detailed results display. - Refactored base_header.html for improved navigation structure and active link highlighting.
595 lines
22 KiB
Python
595 lines
22 KiB
Python
from collections import defaultdict
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from datetime import datetime, timezone
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from typing import Any, Dict, Optional
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from fastapi import APIRouter, Depends, Request
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from fastapi.responses import HTMLResponse, JSONResponse
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from fastapi.templating import Jinja2Templates
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from sqlalchemy.orm import Session
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from models.capex import Capex
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from models.consumption import Consumption
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from models.equipment import Equipment
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from models.maintenance import Maintenance
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from models.opex import Opex
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from models.parameters import Parameter
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from models.production_output import ProductionOutput
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from models.scenario import Scenario
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from models.simulation_result import SimulationResult
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from routes.dependencies import get_db
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from services.reporting import generate_report
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router = APIRouter()
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# Set up Jinja2 templates directory
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templates = Jinja2Templates(directory="templates")
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def _context(request: Request, extra: Optional[Dict[str, Any]] = None) -> Dict[str, Any]:
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payload: Dict[str, Any] = {
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"request": request,
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"current_year": datetime.now(timezone.utc).year,
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}
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if extra:
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payload.update(extra)
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return payload
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def _render(
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request: Request,
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template_name: str,
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extra: Optional[Dict[str, Any]] = None,
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):
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return templates.TemplateResponse(template_name, _context(request, extra))
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def _format_currency(value: float) -> str:
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return f"${value:,.2f}"
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def _format_decimal(value: float) -> str:
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return f"{value:,.2f}"
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def _format_int(value: int) -> str:
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return f"{value:,}"
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def _load_scenarios(db: Session) -> Dict[str, Any]:
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scenarios: list[Dict[str, Any]] = [
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{
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"id": item.id,
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"name": item.name,
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"description": item.description,
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}
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for item in db.query(Scenario).order_by(Scenario.name).all()
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]
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return {"scenarios": scenarios}
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def _load_parameters(db: Session) -> Dict[str, Any]:
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grouped: defaultdict[int, list[Dict[str, Any]]] = defaultdict(list)
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for param in db.query(Parameter).order_by(Parameter.scenario_id, Parameter.id):
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grouped[param.scenario_id].append(
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{
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"id": param.id,
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"name": param.name,
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"value": param.value,
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"distribution_type": param.distribution_type,
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"distribution_parameters": param.distribution_parameters,
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}
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)
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return {"parameters_by_scenario": dict(grouped)}
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def _load_costs(db: Session) -> Dict[str, Any]:
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capex_grouped: defaultdict[int, list[Dict[str, Any]]] = defaultdict(list)
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for capex in (
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db.query(Capex)
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.order_by(Capex.scenario_id, Capex.id)
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.all()
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):
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capex_grouped[int(getattr(capex, "scenario_id"))].append(
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{
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"id": int(getattr(capex, "id")),
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"scenario_id": int(getattr(capex, "scenario_id")),
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"amount": float(getattr(capex, "amount", 0.0)),
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"description": getattr(capex, "description", "") or "",
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}
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)
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opex_grouped: defaultdict[int, list[Dict[str, Any]]] = defaultdict(list)
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for opex in (
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db.query(Opex)
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.order_by(Opex.scenario_id, Opex.id)
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.all()
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):
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opex_grouped[int(getattr(opex, "scenario_id"))].append(
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{
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"id": int(getattr(opex, "id")),
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"scenario_id": int(getattr(opex, "scenario_id")),
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"amount": float(getattr(opex, "amount", 0.0)),
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"description": getattr(opex, "description", "") or "",
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}
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)
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return {
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"capex_by_scenario": dict(capex_grouped),
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"opex_by_scenario": dict(opex_grouped),
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}
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def _load_consumption(db: Session) -> Dict[str, Any]:
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grouped: defaultdict[int, list[Dict[str, Any]]] = defaultdict(list)
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for record in (
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db.query(Consumption)
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.order_by(Consumption.scenario_id, Consumption.id)
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.all()
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):
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record_id = int(getattr(record, "id"))
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scenario_id = int(getattr(record, "scenario_id"))
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amount_value = float(getattr(record, "amount", 0.0))
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description = getattr(record, "description", "") or ""
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grouped[scenario_id].append(
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{
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"id": record_id,
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"scenario_id": scenario_id,
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"amount": amount_value,
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"description": description,
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}
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)
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return {"consumption_by_scenario": dict(grouped)}
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def _load_production(db: Session) -> Dict[str, Any]:
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grouped: defaultdict[int, list[Dict[str, Any]]] = defaultdict(list)
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for record in (
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db.query(ProductionOutput)
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.order_by(ProductionOutput.scenario_id, ProductionOutput.id)
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.all()
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):
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record_id = int(getattr(record, "id"))
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scenario_id = int(getattr(record, "scenario_id"))
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amount_value = float(getattr(record, "amount", 0.0))
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description = getattr(record, "description", "") or ""
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grouped[scenario_id].append(
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{
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"id": record_id,
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"scenario_id": scenario_id,
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"amount": amount_value,
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"description": description,
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}
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)
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return {"production_by_scenario": dict(grouped)}
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def _load_equipment(db: Session) -> Dict[str, Any]:
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grouped: defaultdict[int, list[Dict[str, Any]]] = defaultdict(list)
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for record in (
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db.query(Equipment)
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.order_by(Equipment.scenario_id, Equipment.id)
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.all()
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):
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record_id = int(getattr(record, "id"))
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scenario_id = int(getattr(record, "scenario_id"))
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name_value = getattr(record, "name", "") or ""
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description = getattr(record, "description", "") or ""
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grouped[scenario_id].append(
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{
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"id": record_id,
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"scenario_id": scenario_id,
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"name": name_value,
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"description": description,
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}
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)
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return {"equipment_by_scenario": dict(grouped)}
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def _load_maintenance(db: Session) -> Dict[str, Any]:
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grouped: defaultdict[int, list[Dict[str, Any]]] = defaultdict(list)
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for record in (
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db.query(Maintenance)
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.order_by(Maintenance.scenario_id, Maintenance.maintenance_date)
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.all()
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):
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record_id = int(getattr(record, "id"))
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scenario_id = int(getattr(record, "scenario_id"))
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equipment_id = int(getattr(record, "equipment_id"))
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equipment_obj = getattr(record, "equipment", None)
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equipment_name = getattr(
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equipment_obj, "name", "") if equipment_obj else ""
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maintenance_date = getattr(record, "maintenance_date", None)
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cost_value = float(getattr(record, "cost", 0.0))
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description = getattr(record, "description", "") or ""
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grouped[scenario_id].append(
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{
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"id": record_id,
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"scenario_id": scenario_id,
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"equipment_id": equipment_id,
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"equipment_name": equipment_name,
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"maintenance_date": maintenance_date.isoformat() if maintenance_date else "",
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"cost": cost_value,
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"description": description,
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}
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)
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return {"maintenance_by_scenario": dict(grouped)}
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def _load_simulations(db: Session) -> Dict[str, Any]:
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scenarios: list[Dict[str, Any]] = [
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{
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"id": item.id,
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"name": item.name,
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}
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for item in db.query(Scenario).order_by(Scenario.name).all()
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]
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results_grouped: defaultdict[int, list[Dict[str, Any]]] = defaultdict(list)
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for record in (
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db.query(SimulationResult)
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.order_by(SimulationResult.scenario_id, SimulationResult.iteration)
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.all()
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):
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scenario_id = int(getattr(record, "scenario_id"))
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results_grouped[scenario_id].append(
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{
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"iteration": int(getattr(record, "iteration")),
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"result": float(getattr(record, "result", 0.0)),
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}
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)
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runs: list[Dict[str, Any]] = []
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sample_limit = 20
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for item in scenarios:
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scenario_id = int(item["id"])
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scenario_results = results_grouped.get(scenario_id, [])
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summary = generate_report(
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scenario_results) if scenario_results else generate_report([])
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runs.append(
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{
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"scenario_id": scenario_id,
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"scenario_name": item["name"],
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"iterations": int(summary.get("count", 0)),
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"summary": summary,
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"sample_results": scenario_results[:sample_limit],
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}
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)
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return {
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"simulation_scenarios": scenarios,
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"simulation_runs": runs,
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}
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def _load_reporting(db: Session) -> Dict[str, Any]:
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scenarios = _load_scenarios(db)["scenarios"]
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runs = _load_simulations(db)["simulation_runs"]
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summaries: list[Dict[str, Any]] = []
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runs_by_scenario = {run["scenario_id"]: run for run in runs}
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for scenario in scenarios:
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scenario_id = scenario["id"]
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run = runs_by_scenario.get(scenario_id)
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summary = run["summary"] if run else generate_report([])
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summaries.append(
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{
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"scenario_id": scenario_id,
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"scenario_name": scenario["name"],
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"summary": summary,
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"iterations": run["iterations"] if run else 0,
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}
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)
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return {
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"report_summaries": summaries,
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}
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def _load_dashboard(db: Session) -> Dict[str, Any]:
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scenarios = _load_scenarios(db)["scenarios"]
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parameters_by_scenario = _load_parameters(db)["parameters_by_scenario"]
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costs_context = _load_costs(db)
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capex_by_scenario = costs_context["capex_by_scenario"]
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opex_by_scenario = costs_context["opex_by_scenario"]
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consumption_by_scenario = _load_consumption(db)["consumption_by_scenario"]
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production_by_scenario = _load_production(db)["production_by_scenario"]
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equipment_by_scenario = _load_equipment(db)["equipment_by_scenario"]
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maintenance_by_scenario = _load_maintenance(db)["maintenance_by_scenario"]
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simulation_context = _load_simulations(db)
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simulation_runs = simulation_context["simulation_runs"]
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runs_by_scenario = {
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run["scenario_id"]: run for run in simulation_runs
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}
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def sum_amounts(grouped: Dict[int, list[Dict[str, Any]]], field: str = "amount") -> float:
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total = 0.0
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for items in grouped.values():
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for item in items:
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value = item.get(field, 0.0)
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if isinstance(value, (int, float)):
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total += float(value)
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return total
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total_capex = sum_amounts(capex_by_scenario)
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total_opex = sum_amounts(opex_by_scenario)
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total_consumption = sum_amounts(consumption_by_scenario)
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total_production = sum_amounts(production_by_scenario)
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total_maintenance_cost = sum_amounts(maintenance_by_scenario, field="cost")
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total_parameters = sum(len(items)
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for items in parameters_by_scenario.values())
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total_equipment = sum(len(items)
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for items in equipment_by_scenario.values())
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total_maintenance_events = sum(len(items)
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for items in maintenance_by_scenario.values())
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total_simulation_iterations = sum(
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run["iterations"] for run in simulation_runs)
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scenario_rows: list[Dict[str, Any]] = []
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scenario_labels: list[str] = []
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scenario_capex: list[float] = []
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scenario_opex: list[float] = []
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activity_labels: list[str] = []
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activity_production: list[float] = []
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activity_consumption: list[float] = []
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for scenario in scenarios:
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scenario_id = scenario["id"]
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scenario_name = scenario["name"]
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param_count = len(parameters_by_scenario.get(scenario_id, []))
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equipment_count = len(equipment_by_scenario.get(scenario_id, []))
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maintenance_count = len(maintenance_by_scenario.get(scenario_id, []))
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capex_total = sum(
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float(item.get("amount", 0.0))
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for item in capex_by_scenario.get(scenario_id, [])
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)
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opex_total = sum(
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float(item.get("amount", 0.0))
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for item in opex_by_scenario.get(scenario_id, [])
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)
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consumption_total = sum(
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float(item.get("amount", 0.0))
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for item in consumption_by_scenario.get(scenario_id, [])
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)
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production_total = sum(
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float(item.get("amount", 0.0))
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for item in production_by_scenario.get(scenario_id, [])
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)
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run = runs_by_scenario.get(scenario_id)
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summary = run["summary"] if run else generate_report([])
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iterations = run["iterations"] if run else 0
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mean_value = float(summary.get("mean", 0.0))
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scenario_rows.append(
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{
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"scenario_name": scenario_name,
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"parameter_count": param_count,
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"parameter_display": _format_int(param_count),
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"equipment_count": equipment_count,
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"equipment_display": _format_int(equipment_count),
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"capex_total": capex_total,
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"capex_display": _format_currency(capex_total),
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"opex_total": opex_total,
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"opex_display": _format_currency(opex_total),
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"production_total": production_total,
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"production_display": _format_decimal(production_total),
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"consumption_total": consumption_total,
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"consumption_display": _format_decimal(consumption_total),
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"maintenance_count": maintenance_count,
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"maintenance_display": _format_int(maintenance_count),
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"iterations": iterations,
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"iterations_display": _format_int(iterations),
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"simulation_mean": mean_value,
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"simulation_mean_display": _format_decimal(mean_value),
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}
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)
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scenario_labels.append(scenario_name)
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scenario_capex.append(capex_total)
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scenario_opex.append(opex_total)
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activity_labels.append(scenario_name)
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activity_production.append(production_total)
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activity_consumption.append(consumption_total)
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scenario_rows.sort(key=lambda row: row["scenario_name"].lower())
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all_simulation_results = [
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{"result": float(getattr(item, "result", 0.0))}
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for item in db.query(SimulationResult).all()
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]
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overall_report = generate_report(all_simulation_results)
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overall_report_metrics = [
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{"label": "Runs", "value": _format_int(
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int(overall_report.get("count", 0)))},
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{"label": "Mean", "value": _format_decimal(
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float(overall_report.get("mean", 0.0)))},
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{"label": "Median", "value": _format_decimal(
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float(overall_report.get("median", 0.0)))},
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{"label": "Std Dev", "value": _format_decimal(
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float(overall_report.get("std_dev", 0.0)))},
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{"label": "95th Percentile", "value": _format_decimal(
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float(overall_report.get("percentile_95", 0.0)))},
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{"label": "VaR (95%)", "value": _format_decimal(
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float(overall_report.get("value_at_risk_95", 0.0)))},
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{"label": "Expected Shortfall (95%)", "value": _format_decimal(
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float(overall_report.get("expected_shortfall_95", 0.0)))},
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]
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recent_simulations: list[Dict[str, Any]] = [
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{
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"scenario_name": run["scenario_name"],
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"iterations": run["iterations"],
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"iterations_display": _format_int(run["iterations"]),
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"mean_display": _format_decimal(float(run["summary"].get("mean", 0.0))),
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"p95_display": _format_decimal(float(run["summary"].get("percentile_95", 0.0))),
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}
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for run in simulation_runs
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if run["iterations"] > 0
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]
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recent_simulations.sort(key=lambda item: item["iterations"], reverse=True)
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recent_simulations = recent_simulations[:5]
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upcoming_maintenance = []
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for record in (
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db.query(Maintenance)
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.order_by(Maintenance.maintenance_date.asc())
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.limit(5)
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.all()
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):
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maintenance_date = getattr(record, "maintenance_date", None)
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upcoming_maintenance.append(
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{
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"scenario_name": getattr(getattr(record, "scenario", None), "name", "Unknown"),
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"equipment_name": getattr(getattr(record, "equipment", None), "name", "Unknown"),
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"date_display": maintenance_date.strftime("%Y-%m-%d") if maintenance_date else "—",
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"cost_display": _format_currency(float(getattr(record, "cost", 0.0))),
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"description": getattr(record, "description", "") or "—",
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}
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)
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cost_chart_has_data = any(value > 0 for value in scenario_capex) or any(
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value > 0 for value in scenario_opex
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)
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activity_chart_has_data = any(value > 0 for value in activity_production) or any(
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value > 0 for value in activity_consumption
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)
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scenario_cost_chart: Dict[str, list[Any]] = {
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"labels": scenario_labels,
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"capex": scenario_capex,
|
|
"opex": scenario_opex,
|
|
}
|
|
scenario_activity_chart: Dict[str, list[Any]] = {
|
|
"labels": activity_labels,
|
|
"production": activity_production,
|
|
"consumption": activity_consumption,
|
|
}
|
|
|
|
summary_metrics = [
|
|
{"label": "Active Scenarios", "value": _format_int(len(scenarios))},
|
|
{"label": "Parameters", "value": _format_int(total_parameters)},
|
|
{"label": "CAPEX Total", "value": _format_currency(total_capex)},
|
|
{"label": "OPEX Total", "value": _format_currency(total_opex)},
|
|
{"label": "Equipment Assets", "value": _format_int(total_equipment)},
|
|
{"label": "Maintenance Events",
|
|
"value": _format_int(total_maintenance_events)},
|
|
{"label": "Consumption", "value": _format_decimal(total_consumption)},
|
|
{"label": "Production", "value": _format_decimal(total_production)},
|
|
{"label": "Simulation Iterations",
|
|
"value": _format_int(total_simulation_iterations)},
|
|
{"label": "Maintenance Cost",
|
|
"value": _format_currency(total_maintenance_cost)},
|
|
]
|
|
|
|
return {
|
|
"summary_metrics": summary_metrics,
|
|
"scenario_rows": scenario_rows,
|
|
"overall_report_metrics": overall_report_metrics,
|
|
"recent_simulations": recent_simulations,
|
|
"upcoming_maintenance": upcoming_maintenance,
|
|
"scenario_cost_chart": scenario_cost_chart,
|
|
"scenario_activity_chart": scenario_activity_chart,
|
|
"cost_chart_has_data": cost_chart_has_data,
|
|
"activity_chart_has_data": activity_chart_has_data,
|
|
"report_available": overall_report.get("count", 0) > 0,
|
|
}
|
|
|
|
|
|
@router.get("/", response_class=HTMLResponse)
|
|
async def dashboard_root(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the primary dashboard landing page."""
|
|
return _render(request, "Dashboard.html", _load_dashboard(db))
|
|
|
|
|
|
@router.get("/ui/dashboard", response_class=HTMLResponse)
|
|
async def dashboard(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the legacy dashboard route for backward compatibility."""
|
|
return _render(request, "Dashboard.html", _load_dashboard(db))
|
|
|
|
|
|
@router.get("/ui/dashboard/data", response_class=JSONResponse)
|
|
async def dashboard_data(db: Session = Depends(get_db)) -> JSONResponse:
|
|
"""Expose dashboard aggregates as JSON for client-side refreshes."""
|
|
return JSONResponse(_load_dashboard(db))
|
|
|
|
|
|
@router.get("/ui/scenarios", response_class=HTMLResponse)
|
|
async def scenario_form(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the scenario creation form."""
|
|
context = _load_scenarios(db)
|
|
return _render(request, "ScenarioForm.html", context)
|
|
|
|
|
|
@router.get("/ui/parameters", response_class=HTMLResponse)
|
|
async def parameter_form(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the parameter input form."""
|
|
context: Dict[str, Any] = {}
|
|
context.update(_load_scenarios(db))
|
|
context.update(_load_parameters(db))
|
|
return _render(request, "ParameterInput.html", context)
|
|
|
|
|
|
@router.get("/ui/costs", response_class=HTMLResponse)
|
|
async def costs_view(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the costs view with CAPEX and OPEX data."""
|
|
context: Dict[str, Any] = {}
|
|
context.update(_load_scenarios(db))
|
|
context.update(_load_costs(db))
|
|
return _render(request, "costs.html", context)
|
|
|
|
|
|
@router.get("/ui/consumption", response_class=HTMLResponse)
|
|
async def consumption_view(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the consumption view with scenario consumption data."""
|
|
context: Dict[str, Any] = {}
|
|
context.update(_load_scenarios(db))
|
|
context.update(_load_consumption(db))
|
|
return _render(request, "consumption.html", context)
|
|
|
|
|
|
@router.get("/ui/production", response_class=HTMLResponse)
|
|
async def production_view(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the production view with scenario production data."""
|
|
context: Dict[str, Any] = {}
|
|
context.update(_load_scenarios(db))
|
|
context.update(_load_production(db))
|
|
return _render(request, "production.html", context)
|
|
|
|
|
|
@router.get("/ui/equipment", response_class=HTMLResponse)
|
|
async def equipment_view(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the equipment view with scenario equipment data."""
|
|
context: Dict[str, Any] = {}
|
|
context.update(_load_scenarios(db))
|
|
context.update(_load_equipment(db))
|
|
return _render(request, "equipment.html", context)
|
|
|
|
|
|
@router.get("/ui/maintenance", response_class=HTMLResponse)
|
|
async def maintenance_view(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the maintenance view with scenario maintenance data."""
|
|
context: Dict[str, Any] = {}
|
|
context.update(_load_scenarios(db))
|
|
context.update(_load_equipment(db))
|
|
context.update(_load_maintenance(db))
|
|
return _render(request, "maintenance.html", context)
|
|
|
|
|
|
@router.get("/ui/simulations", response_class=HTMLResponse)
|
|
async def simulations_view(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the simulations view with scenario information and recent runs."""
|
|
return _render(request, "simulations.html", _load_simulations(db))
|
|
|
|
|
|
@router.get("/ui/reporting", response_class=HTMLResponse)
|
|
async def reporting_view(request: Request, db: Session = Depends(get_db)):
|
|
"""Render the reporting view with scenario KPI summaries."""
|
|
return _render(request, "reporting.html", _load_reporting(db))
|