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Merge branch 'master' of github.com:Hestia-Homes/ML into sap-dev-assumed

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Michael Duong 2024-05-26 09:28:16 +01:00
commit 29b350e33b
1 changed files with 12 additions and 0 deletions
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12
modules/ml-pipeline/src/pipeline/5_generate_scenarios.py
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@ -78,6 +78,18 @@ def generate_scenario_predictions(
scenario_data = pd.DataFrame()
# If we have no scenario data, we can save empty dataframes
if scenario_data_filepaths is None:
logger.info("No scenario data filepaths provided")
output_dataclient.save_data(
obj=scenario_data, location=comparison_output_filepath, save_config=None
)
output_dataclient.save_data(
obj=scenario_data, location=metrics_output_filepath, save_config=None
)
return
# Can have multiple scenario data files
for scenario_data_filepath in scenario_data_filepaths:
scenario_data = pd.concat(