code/lib/AidDeconfound_Branch.R

# Script: AidDeconfound_Branch.R 
{
  if(!"RUN_MODE" %in% ls()){
    RUN_MODE <- "MAIN"            # : Standard analysis (Original submission settings) - uses main tfrecords + same confounder files (BOTH WRITTEN)
    #RUN_MODE <- "ROBUST_NO_NTL"   # : Excludes pre-treatment Nighttime Lights (Bias) - uses main tfrecords + same confounder files (BOTH WRITTEN)
    #RUN_MODE <- "ROBUST_BUFFER"   # : Increases buffer to 10km (Displacement) - requires own tfrecords + diff confounder files (BOTH WRITTEN)
    #RUN_MODE <- "ROBUST_STRICT"   # : Excludes ADM2/Precision 3 projects (Unit of Analysis) - requires own tfrecords + diff confounder files
  }
  
  # --- AUTO-CONFIGURATION BASED ON MODE ---
  robust_params <- list()
  if (RUN_MODE == "MAIN") {
    robust_params$exclude_NTL      <- FALSE # Done
    robust_params$strict_precision <- FALSE
    robust_params$large_buffer     <- FALSE # partial -> reconsider 
    robust_params$suffix           <- "" # No suffix for main file
    robust_params$RUN_MODE     <- "MAIN"
  } else if (RUN_MODE == "ROBUST_NO_NTL") {
    robust_params$exclude_NTL      <- TRUE
    robust_params$strict_precision <- FALSE
    robust_params$large_buffer     <- FALSE
    robust_params$suffix           <- "_NoNTL"
    robust_params$RUN_MODE     <- "ROBUST_NO_NTL"
  } else if (RUN_MODE == "ROBUST_STRICT") {
    robust_params$exclude_NTL      <- FALSE
    robust_params$strict_precision <- TRUE
    robust_params$large_buffer     <- FALSE
    robust_params$suffix           <- "_StrictPrec"
    robust_params$RUN_MODE     <- "ROBUST_STRICT"
  } else if (RUN_MODE == "ROBUST_BUFFER") {
    robust_params$exclude_NTL      <- FALSE
    robust_params$strict_precision <- FALSE
    robust_params$large_buffer     <- TRUE # Activates 10km buffer
    robust_params$suffix           <- "_LargeBuff"
    robust_params$RUN_MODE     <- "ROBUST_BUFFER"
  }
  print(paste0(">>> STARTING RUN MODE: ", RUN_MODE))
  print(paste0(">>> FILE SUFFIX: ", robust_params$suffix))
  
}