Refactor combine_data function in transformations.R into smaller, manageable components#58
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Refactor combine_data function in transformations.R into smaller, manageable components#58
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…lpers Co-authored-by: FBartos <38475991+FBartos@users.noreply.github.com>
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[WIP] Refactor combine_data function in transformations.R
Refactor combine_data function in transformations.R into smaller, manageable components
Jun 12, 2025
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Jun 12, 2025
…feedback Co-authored-by: FBartos <38475991+FBartos@users.noreply.github.com>
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Summary
This PR addresses the issue of the extremely long and complex
combine_datafunction intransformations.Rby breaking it down into smaller, more manageable helper functions.Changes Made
Main Achievement:
combine_datafunction from 355+ lines to 32 lines (91% reduction)Helper Functions Created:
.combine_data_validate_inputs()- Handles input validation and transformation setup.combine_data_prepare_data()- Manages data frame preparation and column handling.combine_data_validate_and_setup()- Performs data validation and output structure setup.combine_data_handle_unstandardized()- Special handling for unstandardized effect sizes (y).combine_data_calculations()- Handles OR→logOR transformation, standard errors, sample sizes, and t-statistics calculations.combine_data_transform()- Manages effect size transformations by type (d, z, r, logOR, OR).combine_data_create_output()- Creates final output with proper attributesBefore and After
Before: One monolithic 355+ line function handling all logic
After: Clean, readable coordinator function
Testing
This refactoring significantly improves code maintainability and readability while ensuring complete backward compatibility.
Fixes #56.
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