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Fix typo, i was not properly accessing the key variables in the yaml dictionary

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florez_j
2025-01-29 19:27:18 +01:00
parent 23e83134d2
commit f3ec8c6acf
1 changed files with 4 additions and 2 deletions
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6
pipelines/steps/apply_calibration_factors.py
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@ -50,9 +50,11 @@ def apply_calibration_factors(data_table, calibration_factors):
for variable_name in new_data_table.select_dtypes(include=["number"]).columns:
if variable_name in calibration_factors['variables'].keys(): # use standard calibration factor
#print(variable_name)
# Extract numerator and denominator values
numerator = prod(calibration_factors[variable_name]['num'])
denominator = prod(calibration_factors[variable_name]['den'])
numerator = prod(calibration_factors['variables'][variable_name]['num'])
denominator = prod(calibration_factors['variables'][variable_name]['den'])
# Apply calibration to each variable
new_data_table[variable_name] = new_data_table[variable_name].mul((numerator / denominator))