#!/usr/bin/awk -f # Copyright (c) 2020 International Business Machines Corporation # Prepared by: Geert Janssen # Expects a tokenizer generated csv file as input. # Filters out certain operators and keywords and encodes them # as numbers in the range [0:16], one per line. # Hiroki Ohashi, Yutaka Watanobe, # "Convolutional Neural Network for Classification of Source Codes," # 2019 IEEE 13th Int. Symp. on Embedded Multicore/Many-core Systems-on-Chip BEGIN { # Assignment operator encode["="]=0 encode["+"]=1 encode["-"]=1 encode["*"]=1 encode["/"]=1 encode["%"]=1 # Bitwise Operators encode["&"]=2 encode["|"]=2 encode["^"]=2 encode["~"]=2 encode["<<"]=2 encode[">>"]=2 # Compound arithmetic assignment operators encode["+="]=3 encode["-="]=3 encode["*="]=3 encode["/="]=3 encode["%="]=3 encode["++"]=3 encode["--"]=3 # Compound bitwise assignment operators encode["&="]=4 encode["|="]=4 encode["^="]=4 encode["<<="]=4 encode[">>="]=4 # Comparison operators encode["=="]=5 encode["!="]=5 encode["<"]=5 encode["<="]=5 encode[">"]=5 encode[">="]=5 # Logical operators encode["&&"]=6 encode["||"]=6 encode["!"]=6 # Others encode["if"]=7 encode["else"]=8 encode["for"]=9 encode["while"]=10 encode["("]=11 encode[")"]=12 encode["{"]=13 encode["}"]=14 encode["["]=15 encode["]"]=16 FS="," } { # read csv # check for operator and keyword in column 3 (class) if ($3 == "operator" || $3 == "keyword") { # look up field value of column 4 (token) if ($4 in encode) { code=encode[$4] #print $4 print code } } } END {}