Model/backend/categorisation/processor.py

113 lines
3.7 KiB
Python

from collections import defaultdict
from typing import Dict, List, Optional
from backend.app.db.functions.recommendations_functions import (
bulk_update_plans,
get_plans_by_portfolio_id,
get_scenarios_by_portfolio_id,
)
from backend.app.db.models.recommendations import PlanModel, ScenarioModel
from backend.app.domain.classes.plan import Plan
from backend.app.domain.classes.scenario import Scenario
from utils.logger import setup_logger
logger = setup_logger()
def process_portfolio(
portfolio_id: int, plan_priority_order: Optional[List[int]] = []
) -> None:
logger.info(f"Processing portfolio {portfolio_id}")
plans: List[Plan] = _load_plans_for_portfolio(portfolio_id)
plans_by_property: Dict[int, List[Plan]] = _group_plans_by_property(plans)
for uprn, property_plans in plans_by_property.items():
if not property_plans:
raise ValueError(f"No plans for property {uprn}")
cheapest_plan = _choose_cheapest_relevant_plan(
property_plans, plan_priority_order
)
_update_default_flags(property_plans, cheapest_plan)
def _load_plans_for_portfolio(portfolio_id: int) -> List[Plan]:
plans: List[Plan] = []
plan_models = get_plans_by_portfolio_id(portfolio_id)
scenarios: List[ScenarioModel] = get_scenarios_by_portfolio_id(portfolio_id)
if not scenarios:
raise Exception(f"No scenarios found for Portfolio {portfolio_id}")
for model in plan_models:
scenario_model = next((s for s in scenarios if s.id == model.scenario_id))
if not scenario_model:
logger.info(f"No Scenario associated with Plan of ID {model.id}")
continue
plans.append(
Plan.from_sqlalchemy(model, Scenario.from_sqlalchemy(scenario_model))
)
logger.debug(
f"Successfully mapped plan {model.id} and scenario {scenario_model.id} to domain object"
)
logger.debug(f"Got {len(plans)} plans from database")
return plans
def _group_plans_by_property(plans: List[Plan]) -> Dict[int, List[Plan]]:
grouped: dict[int, List[Plan]] = defaultdict(list)
for plan in plans:
grouped[plan.record.property_id].append(plan)
return grouped
def _choose_cheapest_relevant_plan(
plans: List[Plan], plan_priority_order: Optional[List[int]] = []
) -> Plan:
plans_to_consider: List[Plan] = [p for p in plans if p.is_compliant] or plans
def plan_cost(plan: Plan) -> float:
return (
plan.record.cost_of_works
if plan.record.cost_of_works is not None
else float("inf")
)
cheapest_plan = min(plans_to_consider, key=plan_cost)
return cheapest_plan
def _update_default_flags(plans: List[Plan], cheapest_plan: Plan) -> None:
plans_to_update: List[Plan] = []
for plan in plans:
should_be_default: bool = plan.id == cheapest_plan.id
if plan.record.is_default != should_be_default:
logger.info(
f"Setting Plan {plan.id} (Scenario Name: {plan.scenario.record.name}) to is_default: {should_be_default}"
)
plan.set_default(should_be_default)
plans_to_update.append(plan)
if plans_to_update:
plan_models: List[PlanModel] = []
scenario_models: List[ScenarioModel] = []
for plan in plans_to_update:
plan_model, scenario_model = plan.to_sqlalchemy()
plan_models.append(plan_model)
scenario_models.append(scenario_model)
bulk_update_plans(plan_models, scenario_models)
logger.info("Successfully updated Plan default values")
else:
logger.info("All plan default values already correct. Not udpating")