Updating recommendation classes with new cost data

This commit is contained in:
Khalim Conn-Kowlessar 2023-11-24 09:58:13 +00:00
parent cb52c9f7a3
commit bf2e6c1ebc
8 changed files with 67 additions and 41 deletions

View file

@ -147,7 +147,7 @@ async def trigger_plan(body: PlanTriggerRequest):
property_recommendations.append(wall_recomender.recommendations)
# Roof recommendations
roof_recommender = RoofRecommendations(property_instance=p, materials=materials_by_type["roof"])
roof_recommender = RoofRecommendations(property_instance=p, materials=materials)
roof_recommender.recommend()
if roof_recommender.recommendations:
@ -156,7 +156,7 @@ async def trigger_plan(body: PlanTriggerRequest):
# Ventilation recommendations
ventilation_recomender = VentilationRecommendations(
property_instance=p,
materials=materials_by_type["ventilation"]
materials=[part for part in materials if part["type"] == "mechanical_ventilation"]
)
ventilation_recomender.recommend()

View file

@ -154,7 +154,7 @@ def create_recommendation_scoring_data(
if len(parts) != 1:
raise ValueError("More than one part for roof insulation - investiage me")
scoring_dict["roof_insulation_thickness_ENDING"] = str(parts[0]["depths"][0])
scoring_dict["roof_insulation_thickness_ENDING"] = str(int(parts[0]["depth"]))
scoring_dict["ROOF_ENERGY_EFF_ENDING"] = "Very Good"
else:
# Fill missing roof u-values - this fill is not based on recommended upgrades

View file

@ -113,7 +113,7 @@ class Costs:
total_cost = subtotal_before_vat + vat_cost
labour_hours = material["labour_hours"] * wall_area
labour_hours = material["labour_hours_per_unit"] * wall_area
return {
"total": total_cost,
@ -151,7 +151,7 @@ class Costs:
total_cost = subtotal_before_vat + vat_cost
labour_hours = material["labour_hours"] * floor_area
labour_hours = material["labour_hours_per_unit"] * floor_area
return {
"total": total_cost,

View file

@ -43,6 +43,6 @@ class FireplaceRecommendations(Definitions):
"starting_u_value": None,
"new_u_value": None,
"sap_points": None,
"cost": estimated_cost,
"total": estimated_cost,
}
]

View file

@ -127,7 +127,11 @@ class FloorRecommendations(Definitions):
if self.property.floor["is_solid"]:
# Given the U-value, we recommend solid floor insulation options which are usually solid foam
self.recommend_floor_insulation(u_value=u_value, parts=self.solid_floor_insulation_parts)
self.recommend_floor_insulation(
u_value=u_value,
insulation_materials=self.solid_floor_insulation_materials,
non_insulation_materials=self.solid_floor_non_insulation_materials
)
return
if self.property.floor["is_to_unheated_space"] or self.property.floor["is_to_external_air"]:

View file

@ -1,4 +1,5 @@
import math
import pandas as pd
from backend.Property import Property
from typing import List
from datatypes.enums import QuantityUnits
@ -6,6 +7,7 @@ from recommendations.recommendation_utils import (
get_roof_u_value, r_value_per_mm_to_u_value, calculate_u_value_uplift, is_diminishing_returns,
update_lowest_selected_u_value, get_recommended_part, convert_thickness_to_numeric
)
from recommendations.Costs import Costs
class RoofRecommendations:
@ -27,13 +29,17 @@ class RoofRecommendations:
materials: List
):
self.property = property_instance
self.costs = Costs(self.property)
# For audit purposes, when estimating u values we'll store it
self.estimated_u_value = None
# Will contains a list of recommended measures
self.recommendations = []
self.materials = materials
self.loft_insulation_materials = [
part for part in materials if part["type"] == "loft_insulation"
]
self.loft_non_insulation_materials = []
def recommend(self):
@ -58,7 +64,7 @@ class RoofRecommendations:
# If we have a u-value already, need to implement this
if u_value:
if u_value <= self.BUILDING_REGULATIONS_PART_L_MAX_U_VALUE:
# The floor is already compliant
# The Roof is already compliant
return
if self.property.data["transaction-type"] == "new dwelling":
@ -66,6 +72,10 @@ class RoofRecommendations:
raise NotImplementedError("Implement me")
u_value = get_roof_u_value(**{**self.property.roof, "age_band": self.property.age_band})
self.estimated_u_value = u_value
if u_value <= self.BUILDING_REGULATIONS_PART_L_MAX_U_VALUE:
# The Roof is already compliant
return
if self.property.roof["is_pitched"] or self.property.roof["is_flat"]:
self.recommend_roof_insulation(u_value, insulation_thickness, self.property.roof)
@ -78,18 +88,21 @@ class RoofRecommendations:
raise NotImplementedError("Implement me")
@staticmethod
def make_loft_insulation_description(material, depth):
return f"Install {depth}{material['depth_unit']} of {material['description']} in your loft"
def make_loft_insulation_description(material):
return f"Install {int(material['depth'])}{material['depth_unit']} of {material['description']} in your loft"
@staticmethod
def make_room_roof_insulation_description(material, depth):
return f"Insulate your room roof with {depth}{material['depth_unit']} of {material['description']}"
@staticmethod
def make_flat_roof_insulation_description(material, depth):
return f"Insulate the home's flat roof with {depth}{material['depth_unit']} of {material['description']}"
def make_flat_roof_insulation_description(material):
return (f"Insulate the home's flat roof "
f"with {int(material['depth'])}{material['depth_unit']} of {material['description']}")
def recommend_roof_insulation(self, u_value, insulation_thickness, roof):
def recommend_roof_insulation(
self, u_value, insulation_thickness, roof
):
"""
This method will recommend which insulation materials to use
@ -120,28 +133,31 @@ class RoofRecommendations:
# from the base layer
if roof["is_pitched"]:
materials = [m for m in self.materials if m["type"] == "loft_insulation"]
insulation_materials = self.loft_insulation_materials
non_insulation_materials = self.loft_non_insulation_materials
elif roof["is_flat"]:
materials = [m for m in self.materials if m["type"] == "flat_roof_insulation"]
raise ValueError("UPDATE ME")
else:
raise ValueError("Roof is not pitched or flat")
if not materials:
if not insulation_materials:
raise ValueError("No roof insulation materials found")
insulation_materials = pd.DataFrame(insulation_materials)
lowest_selected_u_value = None
recommendations = []
for material in materials:
for _, insulation_material_group in insulation_materials.groupby("description"):
for depth, cost_per_unit in zip(material["depths"], material["cost"]):
for _, material in insulation_material_group.iterrows():
# We make sure we hit a depth of 270mm. We should factor in any existing insulation if the
# loft is already partially insulated.
# Note: This requirement is only for loft insulation
if ((depth + insulation_thickness) < self.MINIMUM_LOFT_ISULATION_MM) and roof["is_pitched"]:
if ((material["depth"] + insulation_thickness) < self.MINIMUM_LOFT_ISULATION_MM) and roof["is_pitched"]:
continue
part_u_value = r_value_per_mm_to_u_value(depth, material["r_value_per_mm"])
part_u_value = r_value_per_mm_to_u_value(material["depth"], material["r_value_per_mm"])
_, new_u_value = calculate_u_value_uplift(u_value, part_u_value)
new_u_value = math.ceil(new_u_value * 100.0) / 100.0
@ -161,23 +177,26 @@ class RoofRecommendations:
if new_u_value <= self.BUILDING_REGULATIONS_PART_L_MAX_U_VALUE:
lowest_selected_u_value = update_lowest_selected_u_value(lowest_selected_u_value, new_u_value)
# TODO: We should use the floor area divided by the number of floors to get the area of the roof
estimated_cost = cost_per_unit * self.property.floor_area
if roof["is_pitched"]:
description = self.make_loft_insulation_description(material, depth)
if material["type"] == "loft_insulation":
cost_result = self.costs.loft_insulation(
floor_area=self.property.insulation_floor_area,
material=material
)
description = self.make_loft_insulation_description(material)
elif material["type"] == "flat_roof_insulation":
description = self.make_flat_roof_insulation_description(material)
raise ValueError("COMPLETE ME")
else:
description = self.make_flat_roof_insulation_description(material, depth)
raise ValueError("Invalid material type")
recommendations.append(
{
"parts": [
get_recommended_part(
part=material,
selected_depth=depth,
part=material.to_dict(),
quantity=self.property.insulation_wall_area,
quantity_unit=QuantityUnits.m2.value,
selected_total_cost=estimated_cost
cost_result=cost_result
)
],
"type": "roof_insulation",
@ -185,7 +204,7 @@ class RoofRecommendations:
"starting_u_value": u_value,
"new_u_value": new_u_value,
"sap_points": None,
"cost": estimated_cost,
**cost_result
}
)

View file

@ -65,6 +65,6 @@ class VentilationRecommendations(Definitions):
"starting_u_value": None,
"new_u_value": None,
"sap_points": None,
"cost": estimated_cost,
"total": estimated_cost,
}
]

View file

@ -180,7 +180,7 @@ class WallRecommendations(Definitions):
filled cavity wall
"""
cavity_wall_fills = [m for m in self.materials if m["type"] == "cavity_wall_insulation"]
insulation_materials = pd.DataFrame(self.cavity_wall_insulation_materials)
cavity_width = 75
if insulation_thickness == "below average":
cavity_width = cavity_width * (1 - PARTIALLY_FILLED_PERCENTAGE_ASSUMPTION)
@ -188,8 +188,9 @@ class WallRecommendations(Definitions):
# Test the different fill options
lowest_selected_u_value = None
recommendations = []
for part in cavity_wall_fills:
part_u_value = r_value_per_mm_to_u_value(cavity_width, part["r_value_per_mm"])
for _, material in insulation_materials.iterrows():
part_u_value = r_value_per_mm_to_u_value(cavity_width, material["r_value_per_mm"])
_, new_u_value = calculate_u_value_uplift(u_value, part_u_value)
new_u_value = math.ceil(new_u_value * 100.0) / 100.0
@ -202,25 +203,27 @@ class WallRecommendations(Definitions):
if new_u_value <= self.BUILDING_REGULATIONS_PART_L_CAVITY_WALL_MAX_U_VALUE:
lowest_selected_u_value = update_lowest_selected_u_value(lowest_selected_u_value, new_u_value)
estimated_cost = part["cost"] * self.property.insulation_wall_area
cost_result = self.costs.cavity_wall_insulation(
wall_area=self.property.insulation_wall_area,
material=material.to_dict(),
)
recommendations.append(
{
"parts": [
get_recommended_part(
part=part,
selected_depth=None,
part=material.to_dict(),
quantity=self.property.insulation_wall_area,
quantity_unit=QuantityUnits.m2.value,
selected_total_cost=estimated_cost
cost_result=cost_result
)
],
"type": "wall_insulation",
"description": f"Fill cavity with {part['description']}",
"description": f"Fill cavity with {material['description']}",
"starting_u_value": u_value,
"new_u_value": new_u_value,
"sap_points": None,
"cost": estimated_cost,
**cost_result
}
)