Jacinda is a functional, expression-oriented data processing language, complementing AWK.

Installation

From Source

First, install Rust's regex library. You'll need to put librure.so or librure.dylib etc. in the appropriate place.

If you have cabal and GHC installed (perhaps via ghcup):

cabal install jacinda

SHOCK & AWE

ls -l | ja '(+)|0 {ix>1}{`5:i}'

curl -sL https://raw.githubusercontent.com/nychealth/coronavirus-data/master/latest/now-weekly-breakthrough.csv | \
    ja ',[1.0-x%y] {ix>1}{`5:f} {ix>1}{`11:f}' -F,

Documentation

See the guide, which contains a tutorial on some of the features as well as examples.

The manpages document the builtins and provide a syntax reference.

Status

The project is in alpha stage, it doesn't necessarily work and there are many missing features, but the language will remain stable.

It is worse than awk but it has its place and it avoids some of the painful imperative/scoping defects.

Missing Features & Bugs

• sub/gsub function equivalents
• No nested dfns
• Obscure renamer edge cases during evaluation
• Multiple folds are criminally inefficient
• Documentation for tuples, Option type
• printf formatting for floats
• No list literal syntax
• Typeclasses are not documented
• Type system is questionable
• Postfix :f and :i are handled poorly
• File imports/includes

Intentionally missing features:

• No loops
• No conditionals

The latter in particular I may add if necessary

Further Advantages

• Rust's regular expressions
  • extensively documented with Unicode support

PERFORMANCE

Linux + x64

benchmarking bench/ja '(+)|0 {%/Bloom/}{1}' -i /tmp/ulysses.txt
time                 8.110 ms   (7.926 ms .. 8.304 ms)
                     0.996 R²   (0.993 R² .. 0.998 R²)
mean                 8.470 ms   (8.278 ms .. 8.771 ms)
std dev              693.0 μs   (437.4 μs .. 1.008 ms)
variance introduced by outliers: 47% (moderately inflated)

benchmarking bench/original-awk '/Bloom/ { total += 1; } END { print total }' /tmp/ulysses.txt
time                 13.24 ms   (13.04 ms .. 13.39 ms)
                     0.999 R²   (0.998 R² .. 1.000 R²)
mean                 13.39 ms   (13.29 ms .. 13.49 ms)
std dev              256.0 μs   (197.8 μs .. 380.7 μs)

benchmarking bench/gawk '/Bloom/ { total += 1; } END { print total }' /tmp/ulysses.txt
time                 7.804 ms   (7.706 ms .. 7.931 ms)
                     0.996 R²   (0.991 R² .. 0.999 R²)
mean                 7.668 ms   (7.572 ms .. 7.783 ms)
std dev              303.4 μs   (229.7 μs .. 442.5 μs)
variance introduced by outliers: 17% (moderately inflated)

benchmarking bench/mawk '/Bloom/ { total += 1; } END { print total }' /tmp/ulysses.txt
time                 3.179 ms   (3.099 ms .. 3.240 ms)
                     0.997 R²   (0.995 R² .. 0.998 R²)
mean                 3.213 ms   (3.178 ms .. 3.270 ms)
std dev              148.9 μs   (97.11 μs .. 267.6 μs)
variance introduced by outliers: 29% (moderately inflated)

benchmarking bench/busybox awk '/Bloom/ { total += 1; } END { print total }' /tmp/ulysses.txt
time                 12.61 ms   (12.43 ms .. 12.77 ms)
                     0.999 R²   (0.998 R² .. 1.000 R²)
mean                 12.98 ms   (12.86 ms .. 13.09 ms)
std dev              303.1 μs   (234.5 μs .. 396.2 μs)