mirror of
https://github.com/Hestia-Homes/ML.git
synced 2026-06-08 11:17:25 +00:00
Merge pull request #150 from Hestia-Homes/sap-dev-floorthermal
Sap dev floorthermal
This commit is contained in:
KhalimCK
GitHub
commit
c76913e31b
3 changed files with 39 additions and 32 deletions
|
|
@ -5,6 +5,8 @@ default:
|
|||
scenario_data_filepaths:
|
||||
# - s3://retrofit-data-dev/scenario_data/28-05-2024-19-22-41/recommendations_scoring_data.parquet
|
||||
# - s3://retrofit-data-dev/scenario_data/07-10-2024-16-26-06/recommendations_scoring_data.parquet
|
||||
- s3://retrofit-data-dev/scenario_data/08-10-2024-15-07-33/recommendations_scoring_data.parquet
|
||||
# - s3://retrofit-data-dev/scenario_data/08-10-2024-15-07-33/recommendations_scoring_data.parquet
|
||||
# - s3://retrofit-data-dev/scenario_data/08-10-2024-22-18-44/recommendations_scoring_data.parquet
|
||||
- s3://retrofit-data-dev/scenario_data/09-10-2024-18-21-08/recommendations_scoring_data.parquet
|
||||
comparison_output_filepath: ./metrics/scenario_table.md
|
||||
metrics_output_filepath: ./metrics/scenario_metrics.md
|
||||
|
|
|
|||
|
|
@ -19,7 +19,8 @@ default:
|
|||
input_dataclient_type: aws-s3
|
||||
output_dataclient_type: local
|
||||
# data_filepath: s3://retrofit-data-dev/sap_change_model/2024-05-28-19-08-25/dataset_rooms.parquet
|
||||
data_filepath: s3://retrofit-data-dev/sap_change_model/2024-10-03-22-57-23/dataset_rooms.parquet
|
||||
# data_filepath: s3://retrofit-data-dev/sap_change_model/2024-10-03-22-57-23/dataset_rooms.parquet
|
||||
data_filepath: s3://retrofit-data-dev/sap_change_model/2024-10-08-21-58-03/dataset_rooms.parquet
|
||||
train_proportion: 0.9
|
||||
output_train_filepath: ./data/prepared_data/train.parquet
|
||||
output_test_filepath: ./data/prepared_data/test.parquet
|
||||
|
|
@ -35,7 +36,9 @@ default:
|
|||
drop_columns: [
|
||||
"heat_demand_change", "carbon_change", "rdsap_change", "heat_demand_ending", "carbon_ending", "days_to_starting", "days_to_ending",
|
||||
'number_habitable_rooms_starting', 'number_habitable_rooms_ending', 'number_heated_rooms_starting', 'number_heated_rooms_ending',
|
||||
'number_habitable_rooms', 'number_heated_rooms', 'lighting_cost_starting', 'lighting_cost_ending', 'heating_cost_starting', 'heating_cost_ending', 'hot_water_cost_starting', 'hot_water_cost_ending',]
|
||||
'number_habitable_rooms', 'number_heated_rooms', 'lighting_cost_starting',
|
||||
'lighting_cost_ending', 'heating_cost_starting', 'heating_cost_ending', 'hot_water_cost_starting', 'hot_water_cost_ending',
|
||||
'floor_thermal_transmittance', 'floor_thermal_transmittance_ending']
|
||||
retain_features: null
|
||||
# retain_features: ['uprn', 'sap_starting', 'hot_water_energy_eff_ending',
|
||||
# 'mainheat_energy_eff_ending', 'constituency', 'roof_energy_eff_ending',
|
||||
|
|
|
|||
|
|
@ -40,13 +40,15 @@ stages:
|
|||
- heating_cost_ending
|
||||
- hot_water_cost_starting
|
||||
- hot_water_cost_ending
|
||||
- floor_thermal_transmittance
|
||||
- floor_thermal_transmittance_ending
|
||||
default.feature_processor.feature_processor_config.retain_features:
|
||||
default.feature_processor.feature_processor_config.subsample_amount:
|
||||
default.feature_processor.feature_processor_config.subsample_seed: 0
|
||||
default.feature_processor.feature_processor_config.target: sap_ending
|
||||
default.feature_processor.feature_processor_type: dataframe
|
||||
default.prepare_data.data_filepath:
|
||||
s3://retrofit-data-dev/sap_change_model/2024-10-03-22-57-23/dataset_rooms.parquet
|
||||
s3://retrofit-data-dev/sap_change_model/2024-10-08-21-58-03/dataset_rooms.parquet
|
||||
default.prepare_data.input_dataclient_type: aws-s3
|
||||
default.prepare_data.output_dataclient_type: local
|
||||
default.prepare_data.output_test_filepath: ./data/prepared_data/test.parquet
|
||||
|
|
@ -55,8 +57,8 @@ stages:
|
|||
outs:
|
||||
- path: data/prepared_data/
|
||||
hash: md5
|
||||
md5: 8ce9c629a531d54fa9b0bfc305391400.dir
|
||||
size: 49665833
|
||||
md5: 9159a400187e6d65687b5e411a4cb0de.dir
|
||||
size: 48034631
|
||||
nfiles: 2
|
||||
build_model:
|
||||
cmd: python 2_build_model.py
|
||||
|
|
@ -67,8 +69,8 @@ stages:
|
|||
size: 4820
|
||||
- path: data/prepared_data
|
||||
hash: md5
|
||||
md5: 8ce9c629a531d54fa9b0bfc305391400.dir
|
||||
size: 49665833
|
||||
md5: 9159a400187e6d65687b5e411a4cb0de.dir
|
||||
size: 48034631
|
||||
nfiles: 2
|
||||
params:
|
||||
configs/build_model.yaml:
|
||||
|
|
@ -100,18 +102,18 @@ stages:
|
|||
outs:
|
||||
- path: data/fit_predictions/
|
||||
hash: md5
|
||||
md5: 9dafd875d76676a06890af9be8778567.dir
|
||||
size: 3617506
|
||||
md5: 6ac50c46e6fd740ccf76da4c2bf6735d.dir
|
||||
size: 3615441
|
||||
nfiles: 1
|
||||
- path: data/model/
|
||||
hash: md5
|
||||
md5: 36fb8323508e968a297d650954ccbc58.dir
|
||||
size: 800833479
|
||||
nfiles: 36
|
||||
md5: 2212643103819177f58da1d3063c8c94.dir
|
||||
size: 761489901
|
||||
nfiles: 35
|
||||
- path: metrics/fit_metrics.json
|
||||
hash: md5
|
||||
md5: e2bc34ae26afbb854f0b021d12b1b569
|
||||
size: 223
|
||||
md5: d379cf95e07eb7c8797b4b766f8292cf
|
||||
size: 225
|
||||
generate_predictions:
|
||||
cmd: python 3_generate_predictions.py
|
||||
deps:
|
||||
|
|
@ -121,13 +123,13 @@ stages:
|
|||
size: 2464
|
||||
- path: data/model
|
||||
hash: md5
|
||||
md5: 36fb8323508e968a297d650954ccbc58.dir
|
||||
size: 800833479
|
||||
nfiles: 36
|
||||
md5: 2212643103819177f58da1d3063c8c94.dir
|
||||
size: 761489901
|
||||
nfiles: 35
|
||||
- path: data/prepared_data
|
||||
hash: md5
|
||||
md5: 8ce9c629a531d54fa9b0bfc305391400.dir
|
||||
size: 49665833
|
||||
md5: 9159a400187e6d65687b5e411a4cb0de.dir
|
||||
size: 48034631
|
||||
nfiles: 2
|
||||
params:
|
||||
configs/settings.yaml:
|
||||
|
|
@ -139,8 +141,8 @@ stages:
|
|||
outs:
|
||||
- path: data/predictions/
|
||||
hash: md5
|
||||
md5: 8f4de36de171006cb6d9eacff7718ba3.dir
|
||||
size: 508400
|
||||
md5: e8bd8e8ba88a667ccea645890d348e62.dir
|
||||
size: 507948
|
||||
nfiles: 1
|
||||
generate_metrics:
|
||||
cmd: python 4_generate_metrics.py
|
||||
|
|
@ -151,13 +153,13 @@ stages:
|
|||
size: 3484
|
||||
- path: data/predictions
|
||||
hash: md5
|
||||
md5: 8f4de36de171006cb6d9eacff7718ba3.dir
|
||||
size: 508400
|
||||
md5: e8bd8e8ba88a667ccea645890d348e62.dir
|
||||
size: 507948
|
||||
nfiles: 1
|
||||
- path: data/prepared_data
|
||||
hash: md5
|
||||
md5: 8ce9c629a531d54fa9b0bfc305391400.dir
|
||||
size: 49665833
|
||||
md5: 9159a400187e6d65687b5e411a4cb0de.dir
|
||||
size: 48034631
|
||||
nfiles: 2
|
||||
params:
|
||||
configs/settings.yaml:
|
||||
|
|
@ -167,7 +169,7 @@ stages:
|
|||
outs:
|
||||
- path: metrics/metrics.json
|
||||
hash: md5
|
||||
md5: 58e25eb5e1699dbb33e78af9ba4c2964
|
||||
md5: a8cf405272776730f5818d50b20c6f43
|
||||
size: 222
|
||||
generate_scenerio_metrics:
|
||||
cmd: python 5_generate_scenarios.py
|
||||
|
|
@ -182,15 +184,15 @@ stages:
|
|||
input_dataclient_type: aws-s3
|
||||
output_dataclient_type: local
|
||||
scenario_data_filepaths:
|
||||
- s3://retrofit-data-dev/scenario_data/08-10-2024-15-07-33/recommendations_scoring_data.parquet
|
||||
- s3://retrofit-data-dev/scenario_data/09-10-2024-18-21-08/recommendations_scoring_data.parquet
|
||||
comparison_output_filepath: ./metrics/scenario_table.md
|
||||
metrics_output_filepath: ./metrics/scenario_metrics.md
|
||||
outs:
|
||||
- path: metrics/scenario_metrics.md
|
||||
hash: md5
|
||||
md5: 746ffa7d10fcdceaf2330d07c7ee623b
|
||||
size: 363
|
||||
md5: a5d9c42d38ef50e4fdf99a3e6043af2a
|
||||
size: 356
|
||||
- path: metrics/scenario_table.md
|
||||
hash: md5
|
||||
md5: 3b7dfc36054bce065f849423abf31a5d
|
||||
size: 969
|
||||
md5: 3e48c953451af8852572299b66988910
|
||||
size: 872
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue