Many distros and browsers these days use zstd as the preferred
compression method. For example if you unpack a .deb or .rpm file on
Debian or Fedora there is zstd archive inside. It is claimed that zstd
offers improved compression over gzip, but (unlike lzma) it has
comparable decompression speed. Maybe it is interesting to get an
estimate of how much R packages would benefit from zstd.
Testing this for source packages and MacOS binary packages it is easy
as we can gunzip and recompress tar.gz files without having to extract
the tarball itself:
OUTPUT="sizes.txt"
echo "FILE GZIP ZSTD" > $OUTPUT
for x in *gz; do
FILE=$(basename $x)
GZIP=$(wc -c "$x" | awk '{print $1}')
ZSTD=$(gunzip -c $x | zstd -19 | wc -c)
echo "$FILE $GZIP $ZSTD" | tee -a $OUTPUT
done
Attached are results of running this script on the 500 most downloaded
CRAN packages. It shows about 16% size reduction for sources, and 19%
for binaries.
Zstd is BSD licensed C code that can easily be embedded in any project.
FILE GZIP ZSTD
AzureAuth_1.3.3.tar.gz 282311 249166
AzureGraph_1.3.4.tar.gz 176257 138514
AzureRMR_2.4.4.tar.gz 190377 139141
BH_1.87.0-1.tar.gz 14335542 8985752
BiocManager_1.30.25.tar.gz 593414 544896
DBI_1.2.3.tar.gz 1137307 971416
DEoptimR_1.1-3-1.tar.gz 19536 17664
DT_0.33.tar.gz 1675674 1265781
Deriv_4.1.6.tar.gz 37831 31029
DescTools_0.99.58.tar.gz 2667502 2384434
EbayesThresh_1.4-12.tar.gz 708172 686362
Exact_3.3.tar.gz 44900 35161
FNN_1.1.4.1.tar.gz 78809 63418
FactoMineR_2.11.tar.gz 2832656 2779878
Formula_1.2-5.tar.gz 128259 116738
GGally_2.2.1.tar.gz 1729897 1658489
GPArotation_2024.3-1.tar.gz 313398 295100
Hmisc_5.2-1.tar.gz 889555 670340
JuliaCall_0.17.6.tar.gz 1437383 1306148
KernSmooth_2.23-26.tar.gz 27607 23794
MASS_7.3-64.tar.gz 510135 421735
MatrixModels_0.5-3.tar.gz 24822 22621
Matrix_1.7-1.tar.gz 2480082 1844532
ModelMetrics_1.2.2.2.tar.gz 17078 15085
NLP_0.3-2.tar.gz 148824 139472
PKI_0.1-14.tar.gz 86591 73301
R.cache_0.16.0.tar.gz 35287 28835
R.methodsS3_1.8.2.tar.gz 24131 20460
R.oo_1.27.0.tar.gz 384222 327916
R.utils_2.12.3.tar.gz 364188 244348
R6_2.5.1.tar.gz 63422 54681
RColorBrewer_1.1-3.tar.gz 11638 10231
RCurl_1.98-1.16.tar.gz 728943 437717
RMySQL_0.10.29.tar.gz 53241 43644
ROCR_1.0-11.tar.gz 271680 248320
RPostgreSQL_0.7-7.tar.gz 565639 395894
RSQLite_2.3.9.tar.gz 4292392 2759903
RSpectra_0.16-2.tar.gz 128030 104550
RcppArmadillo_14.2.2-1.tar.gz 1397189 1064071
RcppEigen_0.3.4.0.2.tar.gz 1761745 1297730
RcppParallel_5.1.9.tar.gz 1632664 1177305
RcppProgress_0.4.2.tar.gz 12077 11205
RcppTOML_0.2.2.tar.gz 141195 107958
Rcpp_1.0.13-1.tar.gz 3435726 3153605
Rdpack_2.6.2.tar.gz 503888 439828
Rmpfr_1.0-0.tar.gz 615875 535422
Rtsne_0.17.tar.gz 70904 64335
SQUAREM_2021.1.tar.gz 241534 125295
SnowballC_0.7.1.tar.gz 405547 352018
SparseM_1.84-2.tar.gz 553080 461810
StanHeaders_2.32.10.tar.gz 2399935 1545154
TH.data_1.1-2.tar.gz 8631337 8596905
TTR_0.24.4.tar.gz 318965 287915
V8_6.0.0.tar.gz 666874 336751
XML_3.99-0.18.tar.gz 966667 840655
abind_1.4-8.tar.gz 21974 19960
adlift_1.4-5.tar.gz 65106 49843
agricolae_1.3-7.tar.gz 575693 490289
anytime_0.3.11.tar.gz 199021 186185
ape_5.8-1.tar.gz 1424541 1259416
arrow_18.1.0.1.tar.gz 4542954 3320761
askpass_1.2.1.tar.gz 6058 5727
assertthat_0.2.1.tar.gz 12742 11278
backports_1.5.0.tar.gz 30687 25477
base64enc_0.1-3.tar.gz 7833 7398
bayestestR_0.15.0.tar.gz 422063 332230
bigD_0.3.0.tar.gz 1315556 1300891
binhf_1.0-3.tar.gz 635633 633008
bit64_4.5.2.tar.gz 135341 94302
bit_4.5.0.1.tar.gz 859152 752816
bitops_1.0-9.tar.gz 10941 10384
blob_1.2.4.tar.gz 10620 9936
bookdown_0.42.tar.gz 858449 769546
boot_1.3-31.tar.gz 238458 195977
brew_1.0-10.tar.gz 71087 41261
brio_1.1.5.tar.gz 13172 11597
broom.mixed_0.2.9.6.tar.gz 5147791 5114837
broom_1.0.7.tar.gz 644384 499028
bslib_0.8.0.tar.gz 5136884 4156883
caTools_1.18.3.tar.gz 65825 55694
cachem_1.1.0.tar.gz 27192 23480
caesar_1.1.0.tar.gz 13743 11346
callr_3.7.6.tar.gz 104358 74876
carData_3.0-5.tar.gz 1004201 997475
car_3.1-3.tar.gz 384407 313293
cards_0.4.0.tar.gz 234341 189639
caret_7.0-1.tar.gz 2273919 2100286
cellranger_1.1.0.tar.gz 63857 53450
checkmate_2.3.2.tar.gz 229874 184657
chromote_0.3.1.tar.gz 109557 94351
classInt_0.4-11.tar.gz 440406 406688
cli_3.6.3.tar.gz 568162 423888
clipr_0.8.0.tar.gz 21898 18186
clock_0.7.1.tar.gz 556867 325809
clue_0.3-66.tar.gz 600305 523866
cluster_2.1.8.tar.gz 371978 283082
coda_0.19-4.1.tar.gz 74301 64200
colorspace_2.1-1.tar.gz 2141289 1963707
commonmark_1.9.2.tar.gz 144970 107297
config_0.3.2.tar.gz 83483 73203
conflicted_1.2.0.tar.gz 17071 15281
corpcor_1.6.10.tar.gz 22678 20479
corrplot_0.95.tar.gz 3745190 3690864
countrycode_1.6.0.tar.gz 526509 520166
covr_3.6.4.tar.gz 163362 131031
cowplot_1.1.3.tar.gz 1350286 1193296
cpp11_0.5.1.tar.gz 291870 188784
crayon_1.5.3.tar.gz 40396 33339
credentials_2.0.2.tar.gz 283111 269386
crosstalk_1.2.1.tar.gz 297970 249206
curl_6.1.0.tar.gz 932957 572923
cyclocomp_1.1.1.tar.gz 8584 8013
data.table_1.16.4.tar.gz 5490632 4430904
datawizard_1.0.0.tar.gz 412730 304303
dbplyr_2.5.0.tar.gz 770647 631228
deSolve_1.40.tar.gz 2007247 1686017
deldir_2.0-4.tar.gz 103621 88328
dendextend_1.19.0.tar.gz 4704655 4292942
desc_1.4.3.tar.gz 80066 62640
devtools_2.4.5.tar.gz 374718 350521
diagram_1.6.5.tar.gz 536872 505755
diffobj_0.3.5.tar.gz 479276 358298
digest_0.6.37.tar.gz 232306 183168
distributional_0.5.0.tar.gz 107440 84084
doBy_4.6.24.tar.gz 4557394 4488038
doParallel_1.0.17.tar.gz 164254 156352
dotCall64_1.2.tar.gz 20362 16697
downlit_0.4.4.tar.gz 37162 32059
dplyr_1.1.4.tar.gz 1207521 963846
dtplyr_1.3.1.tar.gz 150971 126985
dynr_0.1.16-105.tar.gz 4324924 3647296
e1071_1.7-16.tar.gz 326734 273502
effectsize_1.0.0.tar.gz 384701 227326
ellipse_0.5.0.tar.gz 160353 155741
ellipsis_0.3.2.tar.gz 8066 7618
emmeans_1.10.6.tar.gz 1522682 1115229
estimability_1.5.1.tar.gz 15968 15013
evaluate_1.0.1.tar.gz 34873 29509
expm_1.0-0.tar.gz 141054 125948
factoextra_1.0.7.tar.gz 1386480 1323984
fansi_1.0.6.tar.gz 482480 421967
farver_2.1.2.tar.gz 1275981 1261318
fastDummies_1.7.4.tar.gz 26858 22375
fastmap_1.2.0.tar.gz 46710 39171
fastmatch_1.1-6.tar.gz 15655 14714
filelock_1.0.3.tar.gz 15443 12750
flashClust_1.01-2.tar.gz 8367 7925
flextable_0.9.7.tar.gz 1336080 1167959
foghorn_1.6.0.tar.gz 50420 42583
fontBitstreamVera_0.1.1.tar.gz 693959 554296
fontLiberation_0.1.0.tar.gz 4527421 3745099
fontawesome_0.5.3.tar.gz 1320479 1242425
forcats_1.0.0.tar.gz 294183 271964
foreach_1.5.2.tar.gz 89758 57350
forecast_8.23.0.tar.gz 590865 468688
foreign_0.8-87.tar.gz 365280 257224
formatR_1.14.tar.gz 96077 83315
fracdiff_1.5-3.tar.gz 58598 52544
fs_1.6.5.tar.gz 1200455 857102
furrr_0.3.1.tar.gz 907668 889590
futile.logger_1.4.3.tar.gz 17456 14403
futile.options_1.0.1.tar.gz 3919 3755
future.apply_1.11.3.tar.gz 60355 49144
future_1.34.0.tar.gz 359503 221388
gargle_1.5.2.tar.gz 627560 474025
gdata_3.0.1.tar.gz 327069 298567
gdtools_0.4.1.tar.gz 74220 65950
generics_0.1.3.tar.gz 172201 167009
gert_2.1.4.tar.gz 122659 108324
ggcorrplot_0.1.4.1.tar.gz 383178 367828
ggforce_0.4.2.tar.gz 866255 818709
ggfortify_0.4.17.tar.gz 1741199 1579370
ggfun_0.1.8.tar.gz 106988 98655
ggmap_4.0.0.tar.gz 4945591 4896911
ggplot2_3.5.1.tar.gz 3604371 2843129
ggpubr_0.6.0.tar.gz 1941659 1824944
ggraph_2.2.1.tar.gz 3443217 3236378
ggrepel_0.9.6.tar.gz 149970 137467
ggridges_0.5.6.tar.gz 2231310 1957077
ggsci_3.2.0.tar.gz 2238454 1958608
ggsignif_0.6.4.tar.gz 587393 534290
ggstats_0.8.0.tar.gz 1000642 900903
ggtext_0.1.2.tar.gz 1211771 1150034
ggthemes_5.1.0.tar.gz 493992 463215
gh_1.4.1.tar.gz 46164 36479
git2r_0.35.0.tar.gz 236583 172477
gitcreds_0.1.2.tar.gz 62569 40425
glmnet_4.1-8.tar.gz 2439515 2238472
globals_0.16.3.tar.gz 37475 31468
glue_1.8.0.tar.gz 126682 95263
gmailr_2.0.0.tar.gz 319235 280177
gmp_0.7-5.tar.gz 166664 138028
goftest_1.2-3.tar.gz 32319 28253
googledrive_2.1.1.tar.gz 1609266 869537
googlesheets4_1.1.1.tar.gz 232584 193529
gower_1.0.2.tar.gz 187966 183318
gplots_3.2.0.tar.gz 382379 292495
graphlayouts_1.2.1.tar.gz 2049895 1922648
gridBase_0.4-7.tar.gz 153373 143270
gridExtra_2.3.tar.gz 1062844 979738
gridtext_0.1.5.tar.gz 386571 367838
gtExtras_0.5.0.tar.gz 4045209 3614119
gt_0.11.1.tar.gz 3349541 2926311
gtable_0.3.6.tar.gz 148148 118526
gtools_3.9.5.tar.gz 242029 203512
gtsummary_2.0.4.tar.gz 912040 714404
hardhat_1.4.0.tar.gz 611157 535680
haven_2.5.4.tar.gz 313332 229550
here_1.0.1.tar.gz 32954 24628
hexbin_1.28.5.tar.gz 1195234 1154064
highcharter_0.9.4.tar.gz 1073325 886277
highr_0.11.tar.gz 13851 12103
hms_1.1.3.tar.gz 43379 39815
htmlTable_2.4.3.tar.gz 432827 336919
htmltools_0.5.8.1.tar.gz 135134 110660
htmlwidgets_1.6.4.tar.gz 868895 457462
httpuv_1.6.15.tar.gz 1879369 1476270
httr2_1.0.7.tar.gz 241007 182385
httr_1.4.7.tar.gz 118500 86567
hunspell_3.0.5.tar.gz 3214026 2549318
ids_1.0.1.tar.gz 91213 81022
igraph_2.1.3.tar.gz 4997489 3435896
implied_0.5.tar.gz 43534 25298
ini_0.3.1.tar.gz 3488 3294
inline_0.3.21.tar.gz 25454 23097
insight_1.0.1.tar.gz 1020550 815767
interp_1.1-6.tar.gz 1112116 1051128
ipred_0.9-15.tar.gz 174094 154889
irlba_2.3.5.1.tar.gz 233555 216249
isoband_0.2.7.tar.gz 1591812 1554961
iterators_1.0.14.tar.gz 300266 275627
janitor_2.2.1.tar.gz 232988 182084
jomo_2.7-6.tar.gz 985641 863467
jose_1.2.1.tar.gz 453518 219335
jpeg_0.1-10.tar.gz 18667 17561
jquerylib_0.1.4.tar.gz 520207 291250
jsonlite_1.8.9.tar.gz 1055633 571969
juicyjuice_0.1.0.tar.gz 1121080 1089096
kableExtra_1.4.0.tar.gz 1824636 960504
kernlab_0.9-33.tar.gz 1025337 958169
knitr_1.49.tar.gz 545754 383946
ks_1.14.3.tar.gz 1120759 1086601
labeling_0.4.3.tar.gz 10167 9590
labelled_2.14.0.tar.gz 250128 199709
lambda.r_1.2.4.tar.gz 25666 23613
later_1.4.1.tar.gz 69832 56512
latticeExtra_0.6-30.tar.gz 1292936 1274394
lattice_0.22-6.tar.gz 598581 487830
lava_1.8.0.tar.gz 1169695 1015315
lavaan_0.6-19.tar.gz 948608 749968
lazyeval_0.2.2.tar.gz 83482 58267
leaflet.providers_2.0.0.tar.gz 34093 25880
leaflet_2.2.2.tar.gz 1983642 1652261
leaps_3.2.tar.gz 29375 26366
libcoin_1.0-10.tar.gz 847638 697731
lifecycle_1.0.4.tar.gz 107656 71901
lintr_3.1.2.tar.gz 2503379 2354143
listenv_0.9.1.tar.gz 36600 29667
listviewer_4.0.0.tar.gz 477039 402039
lme4_1.1-35.5.tar.gz 3300116 3079324
lmerTest_3.1-3.tar.gz 195633 171414
lmom_3.2.tar.gz 354605 328802
lmtest_0.9-40.tar.gz 230313 213110
locfit_1.5-9.10.tar.gz 200817 176041
logger_0.4.0.tar.gz 680746 404216
loo_2.8.0.tar.gz 2852908 2645700
lpSolve_5.6.23.tar.gz 467586 365517
lubridate_1.9.4.tar.gz 429341 357843
magick_2.8.5.tar.gz 4596590 4424906
magrittr_2.0.3.tar.gz 267074 238438
maps_3.4.2.1.tar.gz 2273638 1819074
markdown_1.13.tar.gz 39609 34905
matrixStats_1.5.0.tar.gz 212156 142468
mclust_6.1.1.tar.gz 2753243 2525980
memoise_2.0.1.tar.gz 17852 14903
meta_8.0-1.tar.gz 978774 705598
mgcv_1.9-1.tar.gz 1083217 787334
mice_3.17.0.tar.gz 612263 453977
microbenchmark_1.5.0.tar.gz 61673 48998
mime_0.12.tar.gz 12562 11452
miniUI_0.1.1.1.tar.gz 97958 97377
minqa_1.2.8.tar.gz 54644 44242
mitml_0.4-5.tar.gz 223835 188057
mitools_2.4.tar.gz 229514 215859
mlflow_2.19.0.tar.gz 639423 611176
mnormt_2.1.1.tar.gz 65806 54683
mockery_0.4.4.tar.gz 20754 18233
modelr_0.1.11.tar.gz 121480 113287
modeltools_0.2-23.tar.gz 14893 13654
moments_0.14.1.tar.gz 7640 7114
multcompView_0.1-10.tar.gz 35884 23794
multcomp_1.4-26.tar.gz 597674 514842
munsell_0.5.1.tar.gz 182310 171145
mvtnorm_1.3-3.tar.gz 837946 703036
nlme_3.1-166.tar.gz 847668 623447
nloptr_2.1.1.tar.gz 2236635 2181531
nnet_7.3-20.tar.gz 31285 26210
nortest_1.0-4.tar.gz 6179 5815
numDeriv_2016.8-1.1.tar.gz 76053 72131
odbc_1.5.0.tar.gz 299106 223518
officer_0.6.7.tar.gz 881895 731936
openssl_2.3.1.tar.gz 1204641 508908
openxlsx_4.2.7.1.tar.gz 1389194 1268950
ordinal_2023.12-4.1.tar.gz 803837 704198
pROC_1.18.5.tar.gz 696162 599523
pacman_0.5.1.tar.gz 274400 219216
paletteer_1.6.0.tar.gz 2476216 1936690
pan_1.9.tar.gz 1087690 1058634
pander_0.6.5.tar.gz 393677 289055
parallelly_1.41.0.tar.gz 271820 207773
parameters_0.24.0.tar.gz 745784 525308
patchwork_1.3.0.tar.gz 3324074 3131783
pbapply_1.7-2.tar.gz 23980 21406
pbkrtest_0.5.3.tar.gz 59013 46445
performance_0.12.4.tar.gz 2162353 2039289
permute_0.9-7.tar.gz 114805 81101
pheatmap_1.0.12.tar.gz 15071 13660
piggyback_0.1.5.tar.gz 531504 513268
pillar_1.10.1.tar.gz 407070 318121
pingr_2.0.5.tar.gz 18830 16599
pixmap_0.4-13.tar.gz 34980 33417
pkgbuild_1.4.5.tar.gz 48101 40430
pkgconfig_2.0.3.tar.gz 6080 5732
pkgdown_2.1.1.tar.gz 1262300 979241
pkgload_1.4.0.tar.gz 85664 69051
plm_2.6-4.tar.gz 2073895 1508507
plogr_0.2.0.tar.gz 7795 7372
plotly_4.10.4.tar.gz 3903133 2848891
plotrix_3.8-4.tar.gz 318991 257550
plumber_1.2.2.tar.gz 1078844 1006463
plyr_1.8.9.tar.gz 401488 373710
png_0.1-8.tar.gz 24880 23846
polyclip_1.10-7.tar.gz 80102 66441
polynom_1.4-1.tar.gz 334803 311626
posterior_1.6.0.tar.gz 452353 351035
pracma_2.4.4.tar.gz 397815 298925
praise_1.0.0.tar.gz 6100 5755
prettydoc_0.4.1.tar.gz 984901 623449
prettyunits_1.2.0.tar.gz 97496 93674
prismatic_1.1.2.tar.gz 655768 621388
processx_3.8.5.tar.gz 165103 129752
prodlim_2024.06.25.tar.gz 129011 95952
profvis_0.4.0.tar.gz 301123 159156
progress_1.2.3.tar.gz 30499 27130
progressr_0.15.1.tar.gz 216552 119234
promises_1.3.2.tar.gz 3168224 2963487
proto_1.0.0.tar.gz 541398 453916
proxy_0.4-27.tar.gz 74622 67989
ps_1.8.1.tar.gz 164392 128611
pscl_1.5.9.tar.gz 3019215 2957204
psych_2.4.12.tar.gz 1310489 961097
purrr_1.0.2.tar.gz 220868 162407
quadprog_1.5-8.tar.gz 36141 30488
quantmod_0.4.26.tar.gz 155454 126355
quantreg_5.99.1.tar.gz 925033 861630
quarto_1.4.4.tar.gz 84369 73492
rJava_1.0-11.tar.gz 634103 405957
ragg_1.3.3.tar.gz 428945 341582
randomForest_4.7-1.2.tar.gz 81974 71442
ranger_0.17.0.tar.gz 178529 121626
rapidjsonr_1.2.0.tar.gz 124478 98942
rappdirs_0.3.3.tar.gz 12288 10632
raster_3.6-30.tar.gz 575562 458673
rbibutils_2.3.tar.gz 1132601 862284
rcmdcheck_1.4.0.tar.gz 73522 58813
reactR_0.6.1.tar.gz 712349 571810
reactable_0.4.4.tar.gz 983022 682814
readr_2.1.5.tar.gz 298065 222828
readxl_1.4.3.tar.gz 2093488 1664479
recipes_1.1.0.tar.gz 840713 631175
rematch2_2.1.2.tar.gz 13366 11820
rematch_2.0.0.tar.gz 4781 4538
remotes_2.5.0.tar.gz 164496 104811
renv_1.0.11.tar.gz 1220458 1014461
repr_1.1.7.tar.gz 32736 27544
reprex_2.1.1.tar.gz 1089023 1051439
reshape2_1.4.4.tar.gz 37307 32548
reshape_0.8.9.tar.gz 41843 34541
reticulate_1.40.0.tar.gz 1640550 1445828
rex_1.2.1.tar.gz 93583 76338
rgl_1.3.16.tar.gz 4084650 3037690
rhub_2.0.0.tar.gz 149216 127123
rio_1.2.3.tar.gz 531681 438971
rjson_0.2.23.tar.gz 79159 67513
rlang_1.1.4.tar.gz 767041 547862
rlist_0.4.6.2.tar.gz 72870 58755
rmarkdown_2.29.tar.gz 2194660 1482769
robustbase_0.99-4-1.tar.gz 2289218 2106776
rootSolve_1.8.2.4.tar.gz 504139 432902
roxygen2_7.3.2.tar.gz 298741 202553
rpart.plot_3.1.2.tar.gz 673083 608557
rpart_4.1.24.tar.gz 620065 529517
rprojroot_2.0.4.tar.gz 59946 48024
rsample_1.2.1.tar.gz 328564 253278
rsconnect_1.3.3.tar.gz 477199 404394
rstan_2.32.6.tar.gz 1555968 1277824
rstatix_0.7.2.tar.gz 405256 312394
rstudioapi_0.17.1.tar.gz 118455 84368
rugarch_1.5-3.tar.gz 2749131 2585897
rversions_2.1.2.tar.gz 42135 39546
rvest_1.0.4.tar.gz 115876 93536
s2_1.1.7.tar.gz 2381288 1898161
sandwich_3.1-1.tar.gz 1393080 1241148
sass_0.4.9.tar.gz 3025086 2847355
scales_1.3.0.tar.gz 302544 264549
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