junte/Model
1
0
Fork 0
mirror of https://github.com/Hestia-Homes/Model.git synced 2026-06-08 11:17:27 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions

Markdown file with all possible improvements

Browse source
This commit is contained in:
Michael Duong 2024-04-26 18:51:59 +01:00
parent b8622457bd
commit a66b378295
2 changed files with 89 additions and 5 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

35
etl/epc_recommendations/Pipeline.py
View file

@ -59,6 +59,26 @@ class EPCRecommendationsPipeline:
# self.improvement_descriptions = improvement_description
def extract_full_improvement_dataset(self):
with mp.Pool() as pool:
results = list(
tqdm(
pool.imap(self._task_extract_full_improvement_dataset, directories),
total=len(directories),
),
)
results_df = pd.concat(results)
# Only sample one for each improvement as we just want to hit the find my energy website minimally for now
sampled_df = results_df.groupby("IMPROVEMENT_ID").sample(1)
improvement_description = self._get_descriptions_of_improvements(sampled_df)
self.improvement_description = improvement_description
# self.full_improvement_df = sampled_df
def _task_check_number_of_improvement_ids(self, directory: Path):
"""
Parallel task for checking the number of improvement ids
@ -81,10 +101,6 @@ class EPCRecommendationsPipeline:
def _task_extract_improvement_description(self, directory: Path) -> pd.DataFrame:
"""
Parallel task for checking the number of improvement ids
Flow will be get the certificates,
Find the latest EPC certificate for the UPRN,
Load the recommendations,
Merge on the LMK_KEY,
"""
recommendations_filepath = directory / "recommendations.csv"
@ -142,7 +158,9 @@ class EPCRecommendationsPipeline:
output = certificates_df.merge(recommendations_df, on="LMK_KEY", how="inner")
return output
res = output.groupby("IMPROVEMENT_ID").sample(1)
return res
def _get_descriptions_of_improvements(
self, improvement_description_df: pd.DataFrame
@ -232,6 +250,8 @@ class EPCRecommendationsPipeline:
improvement_description_mapping[row.IMPROVEMENT_ID] = col_name
return improvement_description_mapping
# headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36'}
# postcode_input = postcode_input.replace(" ", "+")
@ -318,6 +338,11 @@ if __name__ == "__main__":
e.extract_improvement_description()
e.improvement_description_df
e.extract_full_improvement_dataset()
pd.DataFrame.from_dict(
e.improvement_description, orient="index", columns=["improvement_description"]
).to_markdown("improvement_description.md")
full_id = pd.DataFrame(e.number_improvement_ids, columns=["IMPROVEMENT_ID"])
e.improvement_description_df.merge(

59
etl/epc_recommendations/improvement_description.md Normal file
View file

@ -0,0 +1,59 @@
| | improvement_description |
|---:|:---------------------------------------------------------|
| 1 | Hot water cylinder insulation |
| 2 | Hot water cylinder insulation |
| 3 | Hot water cylinder insulation |
| 4 | Hot water cylinder thermostat |
| 5 | Floor insulation (suspended floor) |
| 6 | Cavity wall insulation |
| 7 | Internal or external wall insulation |
| 8 | Double glazed windows |
| 9 | Secondary glazing |
| 10 | Solar water heating |
| 11 | Heating controls (programmer, room thermostat and TRVs) |
| 12 | Heating controls (room thermostat and TRVs) |
| 13 | Heating controls (thermostatic radiator valves) |
| 14 | Heating controls (room thermostat) |
| 15 | Heating controls (programmer and TRVs) |
| 16 | Heating controls (time and temperature zone control) |
| 17 | Heating controls (programmer and room thermostat) |
| 18 | Heating controls (room thermostat) |
| 19 | Solar water heating |
| 20 | Replace boiler with new condensing boiler |
| 21 | Replace boiler with new condensing boiler |
| 22 | Replace boiler with biomass boiler |
| 23 | Biomass stove with boiler |
| 24 | Fan assisted storage heaters and dual immersion cylinder |
| 25 | Fan assisted storage heaters |
| 26 | Replacement warm air unit |
| 27 | Change heating to gas condensing boiler |
| 28 | Condensing oil boiler with radiators |
| 29 | Gas condensing boiler |
| 30 | Internal or external wall insulation |
| 31 | Fan-assisted storage heaters |
| 32 | Change heating to gas condensing boiler |
| 34 | Solar photovoltaic panels, 2.5 kWp |
| 35 | Low energy lighting |
| 36 | Condensing heating unit |
| 37 | Condensing boiler (separate from the range cooker) |
| 38 | Condensing boiler (separate from the range cooker) |
| 39 | Biomass stove with boiler |
| 40 | Change room heaters to condensing boiler |
| 41 | Translation missing |
| 42 | Mains gas condensing heating unit |
| 43 | Translation missing |
| 44 | Wind turbine |
| 45 | Flat roof or sloping ceiling insulation |
| 46 | Room-in-roof insulation |
| 47 | Floor insulation (solid floor) |
| 48 | High performance external doors |
| 49 | Heat recovery system for mixer showers |
| 50 | Flue gas heat recovery device in conjunction with boiler |
| 56 | Replacement glazing units |
| 57 | Floor insulation (suspended floor) |
| 58 | Floor insulation (solid floor) |
| 59 | High heat retention storage heaters |
| 60 | High heat retention storage heaters |
| 61 | High heat retention storage heaters |
| 62 | High heat retention storage heaters |
| 63 | Party wall insulation |