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changing walls to keep just the fundamental features about the wall

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This commit is contained in:
Khalim Conn-Kowlessar 2023-09-17 22:36:27 +01:00
parent 10fc349114
commit 328b724734
1 changed files with 4 additions and 15 deletions
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19
model_data/simulation_system/generate_rdsap_change.py
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@ -53,20 +53,14 @@ def process_and_prune_desriptions(df, cleaned_lookup):
cols_to_drop = {
"walls": [
'original_description', 'thermal_transmittance',
'thermal_transmittance_unit', 'is_cavity_wall', 'is_filled_cavity',
'is_solid_brick', 'is_system_built', 'is_timber_frame',
'is_granite_or_whinstone', 'is_as_built', 'is_cob', 'is_assumed',
'is_sandstone_or_limestone', 'insulation_thickness',
'external_insulation', 'internal_insulation',
'original_description_ENDING',
'original_description', 'clean_description', 'thermal_transmittance_unit',
'original_description_ENDING', 'clean_description_ENDING',
'thermal_transmittance_ENDING', 'thermal_transmittance_unit_ENDING',
'is_cavity_wall_ENDING', 'is_filled_cavity_ENDING',
'is_solid_brick_ENDING', 'is_system_built_ENDING',
'is_timber_frame_ENDING', 'is_granite_or_whinstone_ENDING',
'is_as_built_ENDING', 'is_cob_ENDING', 'is_assumed_ENDING',
'is_sandstone_or_limestone_ENDING', 'insulation_thickness_ENDING',
'external_insulation_ENDING', 'internal_insulation_ENDING',
'is_sandstone_or_limestone_ENDING'
],
"floor": [
'original_description', 'thermal_transmittance',
@ -147,11 +141,6 @@ def process_and_prune_desriptions(df, cleaned_lookup):
df = df.drop(
columns=cols_to_drop[component] + original_cols
).rename(
columns={
"clean_description": f"{component_upper}_DESCRIPTION_STARTING",
"clean_description_ENDING": f"{component_upper}_DESCRIPTION_ENDING",
}
)
return df
@ -318,7 +307,7 @@ def app():
save_dataframe_to_s3_parquet(
df=output,
bucket_name="retrofit-data-dev",
file_key="sap_change_model/dataset.parquet",
file_key="sap_change_model/dataset_new.parquet",
)