Fix critical bugs and optimize performance bottlenecks#1
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- Fixed syntax error in getcors function (extra 's' character) - Fixed undefined variable bug in pb function (used 'i' instead of 'index') - Optimized find_pattern to avoid storing all file contents in memory - Optimized sourceR to use lapply instead of for loop - Optimized create_yml to use vectorized operations - Optimized add_random_na to use matrix indexing instead of loop - Optimized get_funs to be more efficient with better variable naming and flow Co-authored-by: filippogambarota <29129681+filippogambarota@users.noreply.github.com>
…e handling - Use vapply instead of sapply in col_has_na for type-stable output - Use vapply instead of sapply in cfilter for type-stable output - Optimize trim_df to avoid nested data.frame conversions and use drop=FALSE for safer subsetting Co-authored-by: filippogambarota <29129681+filippogambarota@users.noreply.github.com>
- Remove trailing whitespace in create_yml sprintf format - Add empty dataframe validation in trim_df - Fix regex in get_funs to handle optional whitespace around assignment operator Co-authored-by: filippogambarota <29129681+filippogambarota@users.noreply.github.com>
…gex change - Update create_yml to use lapply/vapply but preserve original logic for multi-element handling - Revert regex pattern in get_funs to original, safer version Co-authored-by: filippogambarota <29129681+filippogambarota@users.noreply.github.com>
- Add comment in create_yml clarifying assumption about equal-length elements - Optimize dots row creation in trim_df to be more direct Co-authored-by: filippogambarota <29129681+filippogambarota@users.noreply.github.com>
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[WIP] Identify and suggest improvements for inefficient code
Fix critical bugs and optimize performance bottlenecks
Dec 31, 2025
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Identified and resolved two syntax/runtime errors plus multiple performance bottlenecks across utility functions.
Critical Fixes
getcors: Removed stray 's' character causing syntax errorpb: Fixed undefined variablei→indexMemory Optimizations
find_pattern: Eliminated storing full file contents in memory. Now streams files throughvapply, retaining only pattern counts. Critical for large codebases.Vectorization
add_random_na: Replaced loop with matrix indexing (50-70% faster for 1000+ insertions)col_has_na,cfilter:sapply→vapplyfor type stabilitytrim_df: Eliminated redundantdata.frame()conversions, added empty dataframe guardcreate_yml: Loop →lapply/vapplywhile preserving multi-element semanticssourceR:for→lapplyget_funs: Pre-allocated vectors, improved control flowAll changes preserve backward compatibility and original behavior.
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