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Makefile
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Makefile
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# -*-makefile-*-
#
#------------------------------------------------------------
#
# build scripts for data sets of the
# Tatoeba Translation Challenge
#
# https://github.com/Helsinki-NLP/Tatoeba-Challenge
#------------------------------------------------------------
##
## TODO: add clean-up recipes
## TODO: get rid of some hard-coded paths
## TODO: properly integrate software dependencies
## TODO: integrate more data filters (OPUS-Filter?)
##
##
##--------------------------------------------------------------------
## (1) create a new release including everything:
##
## make release
## module load allas
## allas-conf
## make upload
##--------------------------------------------------------------------
## (2) create a new testset release (including devsets)
##
## make testset-release
## module load allas
## allas-conf
## make upload-test upload-dev
##--------------------------------------------------------------------
## (3) update dev and test data (incremental updates from Tatoeba)
##
## make update ................... update test data with latest Tatoeba data
## make upload-devtest ........... upload the devtest tarball (do that after update!)
##--------------------------------------------------------------------
## other important recipes:
##
## make cleanup .................. some cleanup in tatoeba data release dirs
##--------------------------------------------------------------------
## (4) working with Tatoeba-MT models
##
## make update-models .......... update the model releases
##
## The command above will run:
##
## make cleanup-model-dirs ..... remove duplicates in released model dir
## make upload-models .......... upload models in release-dir
## make released-model-list .... generate a list of released models
## make released-model-results . generate results tables
## make update-git ............. update the git repository
##
SHELL := bash
CPU_MODULES := parallel
## OPUS home directory and language code conversion tools
## OPUSMT_HOMEDIR: local copy of Opus-MT-train project
## TODO: get rid of some hard-coded paths?
OPUS_HOME = /projappl/nlpl/data/OPUS
OPUSMT_HOMEDIR = ../Opus-MT-train
## VERSION ............. version of the current release
## TATOEBA_VERSION ..... Tatoeba corpus release this is based on
TODAY := $(shell date +%F)
# VERSION = v2020-07-28
# VERSION = v2021-08-07
VERSION = v2023-09-26
TATOEBA_VERSION = v2023-04-12
# TATOEBA_VERSION = v2020-05-31
# TATOEBA_VERSION = v20190709
## previous release (used for merging with new release)
PREVIOUS_VERSION = v2021-08-07
## maximum size of dev and test sets
## (currently MAX_TESTSIZE is not used in his makefile)
MAX_TESTSIZE ?= 10000
MAX_DEVSIZE ?= 10000
## corpora in OPUS used for training
## exclude Tatoeba (= test/dev data), WMT-News (reserve for comparison with other models)
## TODO: do we want to / need toexclude some other data sets?
OPUS_CORPORA := ${sort ${notdir ${shell find ${OPUS_HOME} -maxdepth 1 -mindepth 1 -type d}}}
EXCLUDE_CORPORA := Tatoeba WMT-News MPC1
TRAIN_CORPORA := ${filter-out ${EXCLUDE_CORPORA},${OPUS_CORPORA}}
## Tatoeba MT models
## - release directory
## - data container on allas
MODEL_RELEASEDIR = models
MODEL_CONTAINER = Tatoeba-MT-models
## some more tools and parameters
## - check if there is dedicated scratch space (e.g. on puhti nodes)
## - check if terashuf and pigz are available
ifdef LOCAL_SCRATCH
TMPDIR = ${LOCAL_SCRATCH}
endif
## scripts and tools
SCRIPTDIR = scripts
TOKENIZER = ${SCRIPTDIR}/moses/tokenizer
ISO639 = iso639
GET_ISO_CODE = ${ISO639} -m
## set additional argument options for opus_read (if it is used)
## e.g. OPUSREAD_ARGS = -a certainty -tr 0.3
## TODO: should we always use opus_read instead of pre-extracted moses-style files?
## (disadvantage: much slower!)
OPUSREAD_ARGS =
## settings for sort
THREADS ?= 4
SORT := LC_ALL=C sort -T ${TMPDIR} -S100M --parallel=${THREADS}
## tool for shuffling data (terashuf or sort)
SHUFFLE = ${shell which terashuf 2>/dev/null}
ifeq (${SHUFFLE},)
SHUFFLE = ${SORT} --random-sort
endif
## check whether parsort is available
ifneq (${shell which parsort 2>/dev/null},)
SORT := LC_ALL=C parsort -T ${TMPDIR} -S100M
endif
## use pigz if available
GZIP := ${shell which pigz 2>/dev/null}
GZIP ?= gzip
ZCAT := ${GZIP} -cd
## check whether GNU parallel is available
ifneq (${shell which parallel 2>/dev/null},)
PARALLEL_ARGS := --pipe --keep-order -q -L10000 --max-procs 25%
PARALLEL := parallel ${PARALLEL_ARGS}
endif
## basic training data filtering pipeline
## TODO: get rid of recode?
## TODO: use GNU parallel?
## NEW: use ftfy library for basic unicode fixing
BASIC_FILTERS = | ftfy \
| $(TOKENIZER)/deescape-special-chars.perl \
| sed 's/(Translated with Google Translate)//g'
#BASIC_FILTERS = | perl -CS -pe 'tr[\x{9}\x{A}\x{D}\x{20}-\x{D7FF}\x{E000}-\x{FFFD}\x{10000}-\x{10FFFF}][]cd;' \
# | recode -f utf8..utf16 | recode -f utf16..utf8 \
# | $(TOKENIZER)/deescape-special-chars.perl \
# | sed 's/(Translated with Google Translate)//g'
## DONE: remove lines 2 and 3 (they do too much, also remove emojis)
##
# | perl -CS -pe 's/\&\s*\#\s*160\s*\;/ /g' \
# | perl -pe 's/[\p{C}-[\n\t]]/ /g;' \
## available OPUS languages (IDs in the way they appear in the corpus)
ifneq (${wildcard opus-langs.txt},)
OPUS_LANGS = ${shell head -1 opus-langs.txt}
endif
ifneq (${wildcard opus-langpairs3.txt},)
OPUS_PAIRS3 = ${shell head -1 opus-langpairs.txt}
endif
## all languages in the current Tatoeba data set in OPUS
TATOEBA_LANGS := ${sort ${patsubst %.txt.gz,%,${notdir ${wildcard ${OPUS_HOME}/Tatoeba/${TATOEBA_VERSION}/mono/*.txt.gz}}}}
TATOEBA_PAIRS := ${sort ${patsubst %.xml.gz,%,${notdir ${wildcard ${OPUS_HOME}/Tatoeba/${TATOEBA_VERSION}/xml/*.xml.gz}}}}
## ISO-639-3 language codes
OPUS_LANGS3 = ${sort ${filter-out xxx,${shell ${GET_ISO_CODE} ${OPUS_LANGS}}}}
TATOEBA_LANGS3 = ${sort ${filter-out xxx,${shell ${GET_ISO_CODE} ${TATOEBA_LANGS}}}}
TATOEBA_PAIRS3 = ${sort ${shell ${SCRIPTDIR}/convert_langpair_codes.pl ${TATOEBA_PAIRS}}}
## data directories
DATADIR = data
RELEASEHOME = ${DATADIR}/release
RELEASEDIR = ${RELEASEHOME}/${VERSION}
TESTRELEASEDIR = ${RELEASEHOME}/test/${VERSION}
DEVRELEASEDIR = ${RELEASEHOME}/dev/${VERSION}
INFODIR = ${RELEASEDIR}
BICLEANERDIR = ${RELEASEHOME}/bicleaner/${VERSION}
PREVIOUS_RELEASEDIR = ${RELEASEHOME}/${PREVIOUS_VERSION}
## additional data directories for
## - incremental updates of dev/test data (DEVTESTDIR)
## - latest test and dev data sets
DEVTESTDIR = ${DATADIR}/devtest
TESTDATADIR = ${DATADIR}/test
DEVDATADIR = ${DATADIR}/dev
## all data files we need to produce
TRAIN_DATA = ${patsubst %,${RELEASEDIR}/%/train.id.gz,${TATOEBA_PAIRS3}}
TEST_DATA = ${patsubst %,${RELEASEDIR}/%/test.id,${TATOEBA_PAIRS3}}
DEV_DATA = ${patsubst %,${RELEASEDIR}/%/dev.id,${TATOEBA_PAIRS3}}
TEST_TSV := ${patsubst ${RELEASEDIR}/%.id,${DATADIR}/test/%.txt,${wildcard ${RELEASEDIR}/*/test.id}}
DEV_TSV := ${patsubst ${RELEASEDIR}/%.id,${DATADIR}/dev/%.txt,${wildcard ${RELEASEDIR}/*/dev.id}}
LANGIDS := ${patsubst %,${INFODIR}/%/langids,${TATOEBA_PAIRS3}}
OVERLAPTEST := ${patsubst ${RELEASEDIR}/%/train.id.gz,${INFODIR}/%/overlap-with-test,${wildcard ${RELEASEDIR}/*/train.id.gz}}
OVERLAPDEV := ${patsubst ${RELEASEDIR}/%/train.id.gz,${INFODIR}/%/overlap-with-dev,${wildcard ${RELEASEDIR}/*/train.id.gz}}
## dev and test files with version numbers
TEST_RELEASE_TSV := ${patsubst ${RELEASEDIR}/%/test.id,${TESTRELEASEDIR}/tatoeba-test-${VERSION}.%.txt.gz,\
${wildcard ${RELEASEDIR}/*/test.id}}
DEV_RELEASE_TSV := ${patsubst ${RELEASEDIR}/%/dev.id,${DEVRELEASEDIR}/tatoeba-dev-${VERSION}.%.txt.gz,\
${wildcard ${RELEASEDIR}/*/dev.id}}
## language pairs that we can release
RELEASE_DATA := $(shell find ${RELEASEDIR} -maxdepth 1 -mindepth 1 -type d -name '*-*')
## this is for regular updates of testdata with new Tatoeba releases in OPUS
## call `make update-testdata`
UPDATED_TEST_DATA = ${patsubst %,${DEVTESTDIR}/%/test-${TATOEBA_VERSION}.txt,${TATOEBA_PAIRS3}}
## statistics of all files
STATISTICS = ${DATADIR}/README-${VERSION}.md
DATA_COUNT_FILES = ${RELEASEDIR}/released-bitexts.txt \
${RELEASEDIR}/released-bitexts-no-test.txt \
${RELEASEDIR}/released-bitexts-insufficient.txt \
${RELEASEDIR}/released-bitexts-highest.txt \
${RELEASEDIR}/released-bitexts-higher.txt \
${RELEASEDIR}/released-bitexts-medium.txt \
${RELEASEDIR}/released-bitexts-lower.txt \
${RELEASEDIR}/released-bitexts-lowest.txt \
${RELEASEDIR}/released-bitexts-zero-shot.txt \
${RELEASEDIR}/released-bitexts-min200.txt \
${RELEASEDIR}/released-bitexts-min1000.txt
DOWNLOADURL := https://object.pouta.csc.fi
TATOEBA_DATAURL := https://object.pouta.csc.fi/Tatoeba-Challenge
TATOEBA_MODELURL := https://object.pouta.csc.fi/Tatoeba-MT-models
DEVTEST_CONTAINER = Tatoeba-Challenge-devtest
RELEASE_CONTAINER = Tatoeba-Challenge-${VERSION}
WIKIDOC_CONTAINER = Tatoeba-Challenge-WikiDoc-${VERSION}
WIKISHUF_CONTAINER = Tatoeba-Challenge-WikiShuffled-${VERSION}
PIVOT_LANG ?= eng
EXTRA_OPUS_LANGS3 = ${filter-out ${TATOEBA_LANGS3},${OPUS_LANGS3}}
EXTRA_OPUS_PAIRS3 = ${filter-out ${TATOEBA_PAIRS3},\
${shell cat opus-langpairs3.txt | tr ' ' "\n" |\
grep '${PIVOT_LANG}' | grep -v xxx | grep '^...-...$$'}}
EXTRA_TRAIN_DATA = ${patsubst %,${RELEASEDIR}/%/train.id.gz,${EXTRA_OPUS_PAIRS3}}
## monolingual data taken from Wikimedia sources
## prepared by the Opus-MT-train project
OPUSMT_WIKIDIR = ${OPUSMT_HOMEDIR}/backtranslate/wikidoc
# WIKI_LANGS = ${notdir ${wildcard ${OPUSMT_WIKIDIR}/*}}
WIKI_LANGS = aa ab ace ady af ak als am an ang ar arc ary arz as ast atj av awa ay az azb ba ban bar bcl be bg bh bi bjn bm bn bo bpy br bs bug bxr ca cdo ce ceb ch cho chr chy ckb co cr crh cs csb cu cv cy da de din diq dsb dty dv dz ee el eml en eo es et eu ext fa ff fi fj fo fr frp frr fur fy ga gag gan gcr gd gl glk gn gom gor got gu gv ha hak haw he hi hif ho hr hsb ht hu hy hyw hz ia id ie ig ii ik ilo inh io is it iu ja jam jbo jv ka kaa kab kbd kbp kg ki kj kk kl km kn ko koi kr krc ks ksh ku kv kw ky la lad lb lbe lez lfn lg li lij lmo ln lo lrc lt ltg lv mai mdf mg mh mhr mi min mk ml mn mnw mr mrj ms mt mus mwl my myv mzn na nah nap nds ne new ng nl nn no nov nqo nrm nso nv ny oc olo om or os pa pag pam pap pcd pdc pfl pi pih pl pms pnb pnt ps pt qu rm rmy rn ro ru rue rw sa sah sat sc scn sco sd se sg sh shn si sk sl sm sn so sq sr srn ss st stq su sv sw szl szy ta tcy te ten tet tg th ti tk tl tn to tpi tr ts tt tum tw ty tyv udm ug uk ur uz ve vec vep vi vls vo wa war wo wuu xal xh xmf yi yo za zea zh zu
WIKI_LANGS3 = ${sort ${filter-out xxx,${shell ${GET_ISO_CODE} ${WIKI_LANGS}}}}
WIKI_DOCS = ${patsubst %,${RELEASEDIR}/%/wikipedia.id.gz,${WIKI_LANGS3}} \
${patsubst %,${RELEASEDIR}/%/wikibooks.id.gz,${WIKI_LANGS3}} \
${patsubst %,${RELEASEDIR}/%/wikinews.id.gz,${WIKI_LANGS3}} \
${patsubst %,${RELEASEDIR}/%/wikiquote.id.gz,${WIKI_LANGS3}} \
${patsubst %,${RELEASEDIR}/%/wikisource.id.gz,${WIKI_LANGS3}}
## language labels included in a wiki data set
## TODO: empty lines also have language labels (should we remove them?)
WIKI_LABELS = ${patsubst %.id.gz,%.langs.txt,${WIKI_DOCS}}
## new lang ID files with normalised codes and script info
# NEW_TEST_IDS := ${patsubst ${RELEASEDIR}/%.ids,${RELEASEDIR}/%.id,${wildcard ${RELEASEDIR}/*/test.ids}}
# NEW_DEV_IDS := ${patsubst ${RELEASEDIR}/%.ids,${RELEASEDIR}/%.id,${wildcard ${RELEASEDIR}/*/dev.ids}}
# NEW_TRAIN_IDS := ${patsubst ${RELEASEDIR}/%.ids.gz,${RELEASEDIR}/%.id.gz,${wildcard ${RELEASEDIR}/*/train.ids.gz}}
.PHONY: all data testdata devdata traindata statistics test-tsv dev-tsv
.PHONY: upload upload-test upload-devtest upload-train upload-mono
.PHONY: extra-traindata extra-statistics extra-upload
.PHONY: update update-testdata
.PRECIOUS: ${DATADIR}/%/README.md
.PRECIOUS: ${DATADIR}/subsets/${VERSION}/%.md
## make all (completely new release)
## including training data and extra data sets
all: opus-langpairs3.txt
${MAKE} data
${MAKE} extra-traindata
${MAKE} released-remove-empty
${MAKE} dev-tsv test-tsv test-release dev-release
${MAKE} ${DATADIR}/README.md
${MAKE} langids subsets
${MAKE} extra-statistics
${MAKE} released-data-counts
${MAKE} release-tag
## TODO: there is some kind of memory-leak somewhere that causes jobs to crahs
## some dataset seems to require a lot of memory (langid or shuffling?)
release-job:
${MAKE} HPC_MEM=128g HPC_CORES=16 HPC_DISK=1000 HPC_TIME=3-00 release.submit
# ${MAKE} HPC_MEM=32g HPC_CORES=16 HPC_DISK=1000 HPC_TIME=3-00 release.submit
# ${MAKE} HPC_MEM=32g HPC_CORES=16 HPC_DISK=1000 HPC_TIME=14-00 HPC_QUEUE=longrun release.submit
release:
rm -f opus-langs.txt opus-langpairs.txt opus-langpairs3.txt
${MAKE} opus-langpairs3.txt
${MAKE} TATOEBA_VERSION=${notdir ${shell realpath ${OPUS_HOME}/Tatoeba/latest 2>/dev/null}} \
VERSION=v${TODAY} all
mv -f README.md README.backup
${MAKE} TATOEBA_VERSION=${notdir ${shell realpath ${OPUS_HOME}/Tatoeba/latest 2>/dev/null}} \
VERSION=v${TODAY} README.md
cp README.md README-v${TODAY}.md
@echo "--------------------------------"
@echo "Don't forget to upload the data!"
@echo " module load allas"
@echo " allas-conf"
@echo " make VERSION=v${TODAY} upload-release"
@echo "And then push the updates to git"
@echo " make VERSION=v${TODAY} release-push"
@echo "--------------------------------"
release-tag:
@echo "# Release ${VERSION}" >> ${DATADIR}/Releases.md
@echo "" >> ${DATADIR}/Releases.md
@echo "* [Test data](${TATOEBA_DATAURL}-devtest/test-${VERSION}.tar) (${VERSION})" >> ${DATADIR}/Releases.md
@echo "* [Development data](${TATOEBA_DATAURL}-devtest/dev-${VERSION}.tar) (${VERSION})" >> ${DATADIR}/Releases.md
@echo "* [Bilingual training data](README-${VERSION}.md) (${VERSION}), language-pair specific downloads" >> ${DATADIR}/Releases.md
@echo "* [Extra bilingual training data](subsets/NoTestData-${VERSION}.md) (${VERSION}), language-pair specific downloads" >> ${DATADIR}/Releases.md
@echo "" >> ${DATADIR}/Releases.md
git add ${TESTDATADIR}/*/*.txt
git add ${DEVDATADIR}/*/*.txt
git add ${DEVTESTDIR}/*/*.txt
git add ${RELEASEDIR}/*.txt
git add ${TESTRELEASEDIR}/*.txt.gz
git add ${DEVRELEASEDIR}/*.txt.gz
git add ${DATADIR}/*-${VERSION}.md ${DATADIR}/subsets/*.md ${DATADIR}/subsets/${VERSION}/*.md
git add README-${VERSION}.md
git add ${DATA_COUNT_FILES}
git commit -am 'updated dev and test data (${VERSION})'
git tag -a ${VERSION} -m "release version ${VERSION}"
release-push:
git push origin master
git push origin ${VERSION}
.PHONY: released-data-counts
released-data-counts: ${DATA_COUNT_FILES}
.PHONY: release-bicleaner-scores
release-bicleaner-scores: $(patsubst %.gz,%.done,$(wildcard ${BICLEANERDIR}/*.gz))
echo ${BICLEANERDIR}
BicleanerScores.md:
@echo "# Bicleaner AI scores" > $@
@echo "" >> $@
@echo "Here are [bicleaner AI](https://github.com/bitextor/bicleaner-ai) scores for selected bitexts from release ${VERSION}." >> $@
@echo "The scores correspond to lines in the training data. The scores apply models from Bicleaner AI v2.3.2." >> $@
@echo "" >> $@
@for f in $(sort $(notdir $(wildcard ${BICLEANERDIR}/*.gz))); do \
echo "* [$$f](${TATOEBA_DATAURL}-${VERSION}/$$f)" >> $@; \
done
## generate readme file
TESTSET_VERSION ?= ${VERSION}
DEVSET_VERSION ?= ${VERSION}
TRAINSET_VERSION ?= ${VERSION}
EXTRATRAINSET_VERSION ?= ${VERSION}
MONO_VERSION ?= ${VERSION}
README.md: README.template ${TESTDATADIR}-${VERSION} ${DEVDATADIR}-${VERSION}
sed -e 's/%%RELEASE%%/${VERSION}/g' \
-e 's/%%TESTSET_RELEASE%%/${TESTSET_VERSION}/g' \
-e 's/%%DEVSET_RELEASE%%/${DEVSET_VERSION}/g' \
-e 's/%%TRAINSET_RELEASE%%/${TRAINSET_VERSION}/g' \
-e 's/%%EXTRATRAINSET_RELEASE%%/${EXTRATRAINSET_VERSION}/g' \
-e 's/%%MONO_RELEASE%%/${MONO_VERSION}/g' \
-e 's/%%NR_BITEXTS%%/${shell tail -n +2 ${RELEASEDIR}/released-bitexts.txt | cut -f10 | grep . | wc -l | numfmt --grouping}/' \
-e 's/%%NR_LANGPAIRS%%/${shell tail -n +2 ${RELEASEDIR}/released-bitexts.txt | wc -l | numfmt --grouping}/' \
-e 's/%%NR_LANGS%%/${shell tail -n +2 ${RELEASEDIR}/released-bitexts.txt | cut -f1 | tr '-' ' ' | tr ' ' "\n" | sort -u | wc -l}/' \
-e 's/%%NR_TEST_LANGPAIRS%%/${shell cat ${RELEASEDIR}/released-bitexts-min200.txt | wc -l}/' \
-e 's/%%NR_TEST_LANGS%%/${shell cut -f1 ${RELEASEDIR}/released-bitexts-min200.txt | tr '-' ' ' | tr ' ' "\n" | sort -u | wc -l}/' \
-e 's/%%TRAIN_SIZE%%/${shell tail -n +2 ${RELEASEDIR}/released-bitexts.txt | awk "{SUM+=\$$10}END{print SUM}" | numfmt --to=si}/' \
< $< > $@
tail -n +2 ${RELEASEDIR}/released-bitexts.txt | awk "{SUM+=\$$10}END{print SUM}" | numfmt --to=si
cp $@ README-${VERSION}.md
## make a new test set release
## (skip training data)
## TODO: How do we present that on the website?
testset-all: opus-langs.txt
${MAKE} testdata
${MAKE} devdata
${MAKE} dev-tsv test-tsv
${MAKE} released-data-counts
${MAKE} testset-release-tag
testset-release:
${MAKE} TATOEBA_VERSION=${notdir ${shell realpath ${OPUS_HOME}/Tatoeba/latest 2>/dev/null}} \
VERSION=v${TODAY} testset-all
mv -f README.md README-v${TODAY}.md
${MAKE} TESTSET_VERSION=v${TODAY} DEVSET_VERSION=v${TODAY} README.md
@echo "--------------------------------"
@echo "Don't forget to upload the data!"
@echo " module load allas"
@echo " allas-conf"
@echo " make VERSION=v${TODAY} upload-test upload-dev"
@echo "And then push the updates to git"
@echo " make VERSION=v${TODAY} release-push"
@echo "--------------------------------"
testset-release-tag:
@echo "# Release ${VERSION}" >> ${DATADIR}/Releases.md
@echo "" >> ${DATADIR}/Releases.md
@echo "* [Test data](${TATOEBA_DATAURL}}-devtest/test-${VERSION}.tar) (${VERSION})" >> ${DATADIR}/Releases.md
@echo "* [Development data](${TATOEBA_DATAURL}}-devtest/dev-${VERSION}.tar) (${VERSION})" >> ${DATADIR}/Releases.md
@echo "" >> ${DATADIR}/Releases.md
git add ${TESTDATADIR}/*/*.txt
git add ${DEVDATADIR}/*/*.txt
git add ${DEVTESTDIR}/*/*.txt
git add ${DATA_COUNT_FILES}
git commit -am 'updated dev and test data (${VERSION})'
git tag -a ${VERSION} -m "release version ${VERSION}"
# data: ${TEST_DATA} ${DEV_DATA} ${TRAIN_DATA}
data: ${TEST_DATA} ${DEV_DATA}
${MAKE} traindata
traindata: ${TRAIN_DATA}
testdata: ${TEST_DATA}
devdata: ${DEV_DATA}
MISSING_TRAIN_DATA = $(patsubst %,%.missing,${TRAIN_DATA})
print-missing-traindata: ${MISSING_TRAIN_DATA}
${MISSING_TRAIN_DATA}:
@if [ ! -e $(@:.missing=) ]; then echo "$(@:.missing=)"; fi
## divide into several jobs for creating training data
## each one for 500 language pairs
## TODO: more generic sharding
## TODO: separate big from smaller language pairs (difficult!)
TRAIN_DATA_1_500 := $(wordlist 1,500,${TRAIN_DATA})
TRAIN_DATA_501_1000 := $(wordlist 501,1000,${TRAIN_DATA})
TRAIN_DATA_1001_1500 := $(wordlist 1001,1500,${TRAIN_DATA})
TRAIN_DATA_1501_2000 := $(wordlist 1501,2000,${TRAIN_DATA})
TRAIN_DATA_2001_2500 := $(wordlist 2001,2500,${TRAIN_DATA})
TRAIN_DATA_2501_3000 := $(wordlist 2501,3000,${TRAIN_DATA})
TRAIN_DATA_3001_3500 := $(wordlist 3001,3500,${TRAIN_DATA})
TRAIN_DATA_3501_end := $(wordlist 3501,$(words ${TRAIN_DATA}),${TRAIN_DATA})
TRAIN_DATA_LAST500 = $(wordlist $(shell echo $$(( $(words ${TRAIN_DATA}) - 500 ))),\
$(words ${TRAIN_DATA}),\
${TRAIN_DATA})
traindata-jobs:
${MAKE} HPC_MEM=32g HPC_CORES=8 HPC_DISK=500 HPC_TIME=3-00 traindata_1_500.submit
${MAKE} HPC_MEM=32g HPC_CORES=8 HPC_DISK=500 HPC_TIME=3-00 traindata_501_1000.submit
${MAKE} HPC_MEM=32g HPC_CORES=8 HPC_DISK=500 HPC_TIME=3-00 traindata_1001_1500.submit
${MAKE} HPC_MEM=32g HPC_CORES=8 HPC_DISK=500 HPC_TIME=3-00 traindata_1501_2000.submit
${MAKE} HPC_MEM=32g HPC_CORES=8 HPC_DISK=500 HPC_TIME=3-00 traindata_2001_2500.submit
${MAKE} HPC_MEM=32g HPC_CORES=8 HPC_DISK=500 HPC_TIME=3-00 traindata_2501_3000.submit
${MAKE} HPC_MEM=32g HPC_CORES=8 HPC_DISK=500 HPC_TIME=3-00 traindata_3001_3500.submit
${MAKE} HPC_MEM=32g HPC_CORES=8 HPC_DISK=500 HPC_TIME=3-00 traindata_3501_end.submit
traindata_1_500: ${TRAIN_DATA_1_500}
traindata_501_1000: ${TRAIN_DATA_501_1000}
traindata_1001_1500: ${TRAIN_DATA_1001_1500}
traindata_1501_2000: ${TRAIN_DATA_1501_2000}
traindata_2001_2500: ${TRAIN_DATA_2001_2500}
traindata_2501_3000: ${TRAIN_DATA_2501_3000}
traindata_3001_3500: ${TRAIN_DATA_3001_3500}
traindata_3501_end: ${TRAIN_DATA_3501_end}
## this is for regular updates of testdata with new Tatoeba releases in OPUS
## call `make update-testdata`
update update-testdata: ${UPDATED_TEST_DATA}
test-tsv: ${TEST_TSV}
dev-tsv: ${DEV_TSV}
test-release: ${TEST_RELEASE_TSV}
dev-release: ${DEV_RELEASE_TSV}
langids: ${RELEASEDIR}/langids-train.txt ${RELEASEDIR}/langids-dev.txt ${RELEASEDIR}/langids-test.txt \
${RELEASEDIR}/langids-common.txt ${RELEASEDIR}/langids-train-only.txt ${RELEASEDIR}/langids-devtest-only.txt
statistics: ${STATISTICS}
overlaps: ${OVERLAPTEST} ${OVERLAPDEV}
## make a new release (upload all data)
upload: upload-test upload-dev upload-devtest upload-train upload-mono
upload-release: upload-test upload-dev upload-train
## individual data set uploads
upload-devtest: ${DEVTESTDIR}.done
upload-test: ${TESTDATADIR}-${VERSION}.done ${RELEASEHOME}/test.done
upload-dev: ${DEVDATADIR}-${VERSION}.done ${RELEASEHOME}/dev.done
upload-train: ${patsubst %,%.done,${RELEASE_DATA}}
upload-mono: ${patsubst %,${RELEASEDIR}/%.done,${WIKI_LANGS3}} # ${RELEASEDIR}/wiki.langs.done
upload-wikishuffled: ${patsubst wiki-shuffled/%,${RELEASEDIR}/wiki-shuffled-%.done,${wildcard wiki-shuffled/???}}
upload-wikidoc: ${patsubst wiki-doc/%,${RELEASEDIR}/wiki-doc-%.done,${wildcard wiki-doc/???}}
.PHONY: cleanup-models
cleanup-models:
${MAKE} cleanup-model-dirs
## all models sub directories (basically language pairs)
RELEASED_MODELS = ${notdir ${wildcard ${MODEL_RELEASEDIR}/*}}
LANGPAIR ?= $(firstword ${RELEASED_MODELS})
## release only one model and update all lists
.PHONY: update-model
update-model:
${MAKE} RELEASED_MODELS=${LANGPAIR} update-models
## release all models and update all lists
.PHONY: update-models
update-models:
${MAKE} upload-models
${MAKE} released-model-list
${MAKE} released-model-results
python3 ${SCRIPTDIR}/convert-model-info-to-json.py
git add ${MODEL_RELEASEDIR}/*/README.md
git add ${MODEL_RELEASEDIR}/*/*.yml
git add ${MODEL_RELEASEDIR}/*.json
git add results/*.md
git add models/*.txt
git add models/results/*.txt
${MAKE} GIT_COMMIT_MESSAGE='latest models added' update-git
GIT_COMMIT_MESSAGE ?= latest changes
.PHONY: update-git
update-git:
git commit -am "${GIT_COMMIT_MESSAGE}"
git push origin master
.PHONY: upload-models
upload-models:
which a-put
if [ -e models-links.tar ]; then \
tar -xf models-links.tar; \
rm -f models-links.tar; \
fi
find ${MODEL_RELEASEDIR}/ -type l | tar -cf models-links.tar -T -
-find ${MODEL_RELEASEDIR}/ -type l -delete
-if [ `find ${MODEL_RELEASEDIR} -mindepth 2 -type d | wc -l` -gt 0 ]; then \
echo "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!"; \
echo "There are sub-directories in ${MODEL_RELEASEDIR}/*/"; \
echo "Please, check carefully and cleanup the release directory"; \
echo "I will skip uploading modeling models now!"; \
echo "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!"; \
else \
cd ${MODEL_RELEASEDIR} && swift upload ${MODEL_CONTAINER} --changed --skip-identical ${RELEASED_MODELS}; \
fi
tar -xf models-links.tar
rm -f models-links.tar
swift post ${MODEL_CONTAINER} --read-acl ".r:*"
swift list ${MODEL_CONTAINER} > index.txt
swift upload ${MODEL_CONTAINER} index.txt
rm -f index.txt
if [ `find ${MODEL_RELEASEDIR} -mindepth 2 -type d | wc -l` -eq 0 ]; then \
for m in ${RELEASED_MODELS}; do \
rm -f ${MODEL_RELEASEDIR}/$$m/*.zip; \
done \
fi
## list model-specific evaluation sub-directories
## (those should be packed into zip files before uploading things!)
.PHONY: find-model-evaluation-subdirs
find-model-evaluation-subdirs:
find ${MODEL_RELEASEDIR} -mindepth 2 -type d
## pack evaluation files into zip files
## if those model-specific subdirs still exist
.PHONY: pack-model-evaluation-subdirs
pack-model-evaluation-subdirs:
( o=`pwd`; \
for m in `find ${MODEL_RELEASEDIR} -mindepth 2 -type d`; do \
if [ ! -e $$m.eval.zip ]; then \
cd $$m; \
zip $$o/$$m.eval.zip *.*; \
cd $$o; \
rm -fr $$m; \
fi \
done )
## make swift commands to delete erroneous files that have been uploaded
## dangerous - be careful what you do with those!
.PHONY: delete-model-evaluation-subdirs
delete-model-evaluation-subdirs:
@which a-put > /dev/null
@swift list ${MODEL_CONTAINER} |\
grep '.*/.*/.*' | grep -v '^spm/' |\
sed 's#^#swift delete ${MODEL_CONTAINER} #'
# @find ${MODEL_RELEASEDIR} -mindepth 2 -type d -exec find {} -type f \; |\
# sed 's#^${MODEL_RELEASEDIR}/#swift delete ${MODEL_CONTAINER} #'
.PHONY: upload-model-index
upload-model-index:
swift post ${MODEL_CONTAINER} --read-acl ".r:*"
swift list ${MODEL_CONTAINER} > index.txt
swift upload ${MODEL_CONTAINER} index.txt
rm -f index.txt
.PHONY: released-model-list
released-model-list: models/results/tatoeba-test-${VERSION}.txt \
models/results/tatoeba-test.txt \
models/results/other.txt \
models/released-models.txt \
models/released-model-results.txt \
models/released-model-results-all.txt \
models/released-model-results-${VERSION}.txt \
models/released-model-results-other.txt \
models/released-model-languages.txt
# RESULT_FILES = results/tatoeba-results-all.md \
# results/tatoeba-results-all-subset-zero.md \
# results/tatoeba-results-all-subset-lowest.md \
# results/tatoeba-results-all-subset-lower.md \
# results/tatoeba-results-all-subset-medium.md \
# results/tatoeba-results-all-subset-higher.md \
# results/tatoeba-results-all-subset-highest.md
RESULT_FILES = results/tatoeba-results-all.md \
results/tatoeba-results-tatoeba.md \
results/tatoeba-results-other.md \
results/tatoeba-results-${VERSION}.md \
results/tatoeba-results-${VERSION}-subset-zero.md \
results/tatoeba-results-${VERSION}-subset-lowest.md \
results/tatoeba-results-${VERSION}-subset-lower.md \
results/tatoeba-results-${VERSION}-subset-medium.md \
results/tatoeba-results-${VERSION}-subset-higher.md \
results/tatoeba-results-${VERSION}-subset-highest.md
.PHONY: released-model-results results
released-model-results results: ${RESULT_FILES} results/tatoeba-models-all.md
released-model-maps: model-map-src2trg-all.html model-map-trg2src-all.html \
model-map-src2trg.html model-map-trg2src.html
MODEL_ALLMAP_WARNING = <p><b>IMPORTANT NOTE: Some of the test sets used in measuring translation quality are WAY TOO SMALL to be reliable! Some of them include only a few lines of reference translations!</b></p>
MODEL_MAP_WARNING = <p><b>IMPORTANT NOTE: Some of the test sets used in measuring translation quality are very small and will not be reliable! Check the details in the Tatoeba MT Challenge benchmark releases!</b></p>
SRC2TRG_MAP_DESCRIPTION = <p>Available translation models for various language pairs. Colors indicate the quality on a scale from red (bad) to green (best) measured by chr-F2 scores. Click on the dots to get more information about the language pair and to get links for downloading the model.</p> \
<p>The dots on the map indicate the source language. Select the target language from the menu in the upper-right corner of the map.</p>
TRG2SRC_MAP_DESCRIPTION = <p>Available translation models for various language pairs. Colors indicate the quality on a scale from red (bad) to green (best) measured by chr-F2 scores. Click on the dots to get more information about the language pair and to get links for downloading the model.</p> \
<p>The dots on the map indicate the target language. Select the source language from the menu in the upper-right corner of the map.</p>
# FIX_LANG_CODES = sed -e 's/kur_Latn/kmr/' \
# -e 's/kur_Arab/ckb/' \
# -e 's/fas/pes/' \
# -e 's/sqi/sqj/' \
## double check (move macro language swahili to individual lang swahili?)
#
# -e 's/swa/swh/'
model-map-src2trg-all.html: models/released-model-results-all.txt
python3 scripts/create-map.py < $< > ${@:.html=.json}
cat scripts/create-src2trg-map.js >> ${@:.html=.json}
cat scripts/create-map.html-template |\
sed -e 's#__TITLE__#Tatoeba MT Challenge - Pre-trained NMT models (source language plot)#' \
-e 's#__DESCRIPTION__#${SRC2TRG_MAP_DESCRIPTION}${MODEL_ALLMAP_WARNING}#' \
-e 's#__JSONFILE__#${@:.html=.json}#' > $@
model-map-trg2src-all.html: models/released-model-results-all.txt
python3 scripts/create-map.py -t < $< > ${@:.html=.json}
cat scripts/create-trg2src-map.js >> ${@:.html=.json}
cat scripts/create-map.html-template |\
sed -e 's#__TITLE__#Tatoeba MT Challenge - Pre-trained NMT models (target language plot)#' \
-e 's#__DESCRIPTION__#${TRG2SRC_MAP_DESCRIPTION}${MODEL_ALLMAP_WARNING}#' \
-e 's#__JSONFILE__#${@:.html=.json}#' > $@
model-map-src2trg.html: models/released-model-results.txt
python3 scripts/create-map.py < $< > ${@:.html=.json}
cat scripts/create-src2trg-map.js >> ${@:.html=.json}
cat scripts/create-map.html-template |\
sed -e 's#__TITLE__#Tatoeba MT Challenge - Pre-trained NMT models (source language plot)#' \
-e 's#__DESCRIPTION__#${SRC2TRG_MAP_DESCRIPTION}${MODEL_MAP_WARNING}#' \
-e 's#__JSONFILE__#${@:.html=.json}#' > $@
model-map-trg2src.html: models/released-model-results.txt
python3 scripts/create-map.py -t < $< > ${@:.html=.json}
cat scripts/create-trg2src-map.js >> ${@:.html=.json}
cat scripts/create-map.html-template |\
sed -e 's#__TITLE__#Tatoeba MT Challenge - Pre-trained NMT models (target language plot)#' \
-e 's#__DESCRIPTION__#${TRG2SRC_MAP_DESCRIPTION}${MODEL_MAP_WARNING}#' \
-e 's#__JSONFILE__#${@:.html=.json}#' > $@
print-extra-traindata:
for l in ${EXTRA_TRAIN_DATA}; do \
if [ ! -e $$l ]; then \
echo $$l; \
fi \
done
# @echo ${sort ${EXTRA_TRAIN_DATA}} | tr ' ' "\n"
## extra training data where we don't have any
## tatoeba test data (only paired with PIVOT_LANG (English))
extra-traindata: ${EXTRA_TRAIN_DATA}
extra-statistics:
${MAKE} STATISTICS=${DATADIR}/subsets/NoTestData-${VERSION}.md \
TATOEBA_PAIRS3="${EXTRA_OPUS_PAIRS3}" statistics
extra-upload: ${patsubst %,${RELEASEDIR}/%.done,${EXTRA_OPUS_PAIRS3}}
## list of all languages in OPUS
opus-langs.txt:
wget -O - -q http://opus.nlpl.eu/opusapi/?languages=true |\
sed 's/^.*\[//;s/\].*$$//' |\
tr ',' "\n" | sed 's/"//g' | \
grep -v 'simple' | grep -v '^jw_' |\
sort | tr "\n" ' ' > $@
## all language pairs in opus in one file
opus-langpairs.txt: opus-langs.txt
for l in ${shell head -1 $<}; do \
echo "fetch language pairs for $$l"; \
wget -O - -q http://opus.nlpl.eu/opusapi/?source=$$l\&languages=true |\
sed 's/^.*\[//;s/\].*$$//' |\
tr ',' "\n" | sed 's/"//g' | \
grep -v 'simple' | grep -v 'jw_' |\
sort | tr "\n" ' ' > $@.tmp; \
for t in `cat $@.tmp`; do \
if [ $$t \< $$l ]; then \
echo "$$t-$$l" >> $@.all; \
else \
echo "$$l-$$t" >> $@.all; \
fi \
done; \
rm -f $@.tmp; \
done
tr ' ' "\n" < $@.all |\
sed 's/ //g' | sort -u | tr "\n" ' ' > $@
rm -f $@.all
## opus language pairs in ISO639-3 codes
opus-langpairs3.txt: opus-langpairs.txt
cat $< | xargs ${SCRIPTDIR}/convert_langpair_codes.pl | \
tr ' ' "\n" | sort -u | tr "\n" ' ' | sed 's/ $$//' > $@
## language IDs in training/dev/test
${RELEASEDIR}/langids-train.txt: ${LANGIDS}
find ${INFODIR} -name langids | xargs cat | grep 'train ' | \
cut -f2 | tr ' ' "\n" | sort -u > $@
${RELEASEDIR}/langids-test.txt: ${LANGIDS}
find ${INFODIR} -name langids | xargs cat | grep 'test ' | \
cut -f2 | tr ' ' "\n" | sort -u > $@
${RELEASEDIR}/langids-dev.txt: ${LANGIDS}
find ${INFODIR} -name langids | xargs cat | grep 'dev ' | \
cut -f2 | tr ' ' "\n" | sort -u > $@
${RELEASEDIR}/langids-devtest.txt: ${RELEASEDIR}/langids-dev.txt ${RELEASEDIR}/langids-test.txt
cat $^ | sort -u | grep . > $@
${RELEASEDIR}/langids-common.txt: ${RELEASEDIR}/langids-train.txt ${RELEASEDIR}/langids-devtest.txt
comm -1 -2 $^ | grep . > $@
${RELEASEDIR}/langids-train-only.txt: ${RELEASEDIR}/langids-train.txt ${RELEASEDIR}/langids-devtest.txt
comm -2 -3 $^ | grep . > $@
${RELEASEDIR}/langids-devtest-only.txt: ${RELEASEDIR}/langids-train.txt ${RELEASEDIR}/langids-devtest.txt
comm -1 -3 $^ | grep . > $@
## cleanup some orphan files and directories
cleanup:
-for d in ${EXTRA_OPUS_PAIRS3}; do \
if [ -e ${RELEASEDIR}/$$d/train.d ]; then \
rm -f ${RELEASEDIR}/$$d/train.d/*; \
rmdir ${RELEASEDIR}/$$d/train.d; \
fi; \
rmdir ${RELEASEDIR}/$$d; \
done
## some minor fixes with uncommon langIDs in OPUS data
FIXLANGIDS = | sed 's/ze_zh/zh/g;s/_Hani//g;s/-han[st]//g;s/zht/zh_TW/g;s/zhs/zh_CN/g'
## create training data by concatenating all data sets
## using normalized language codes (macro-languages)
## TODO: this assumes that we have plain text moses files for all corpora
# test-create-train: ${RELEASEDIR}/afr-heb/train.id.gz
test-create-train: ${RELEASEDIR}/nld-uzb/train.id.gz
OPUS_API := https://opus.nlpl.eu/opusapi/
OPUS_API_MOSES := ${OPUS_API}?preprocessing=moses&version=latest
${RELEASEDIR}/%/train.id.gz:
@echo "make train data for ${patsubst ${RELEASEDIR}/%/train.id.gz,%,$@}"
@rm -f $@.tmp1 $@.tmp2
@mkdir -p ${dir $@}train.d
@( l=${patsubst ${RELEASEDIR}/%/train.id.gz,%,$@}; \
s=${firstword ${subst -, ,${patsubst ${RELEASEDIR}/%/train.id.gz,%,$@}}}; \
t=${lastword ${subst -, ,${patsubst ${RELEASEDIR}/%/train.id.gz,%,$@}}}; \
E=`${SCRIPTDIR}/find_opus_langs.pl $$s ${OPUS_LANGS}`; \
F=`${SCRIPTDIR}/find_opus_langs.pl $$t ${OPUS_LANGS}`; \
for e in $$E; do \
for f in $$F; do \
if [ $$e == $$f ]; then a=$${e}1;b=$${f}2; \
else a=$${e};b=$${f}; fi; \
for z in `wget -O - -q "${OPUS_API_MOSES}&source=$$e&target=$$f" | sed 's/^.*\[//;s/\].*$$//' | tr ',' "\n" | sed 's/"//g' | grep 'url:' | cut -f2- -d:`; do \
c=`echo "$$z" | cut -f4 -d/ | sed 's/^OPUS-//'`; \
v=`echo "$$z" | cut -f5 -d/`; \
if [ `echo '${EXCLUDE_CORPORA}' | tr ' ' "\n" | grep "$$c" | wc -l` -eq 0 ]; then \
echo "downloading $$c-$$v"; \
wget -q -O ${dir $@}train.d/moses.zip $$z; \
unzip -qq -n -d ${dir $@}train.d ${dir $@}train.d/moses.zip; \
rm -f ${dir $@}train.d/moses.zip; \
paste ${dir $@}train.d/*.$$a ${dir $@}train.d/*.$$b ${BASIC_FILTERS} \
| ${SCRIPTDIR}/exclude-identical.pl \
| ${SCRIPTDIR}/bitext-match-lang.py -s $$e -t $$f > $@.tmp2; \
rm -f ${dir $@}train.d/*; \
if [ -e $@.tmp2 ]; then \
cut -f1 $@.tmp2 | ${PARALLEL} langscript -3 -l $$e -r -D ${FIXLANGIDS} > $@.tmp2srcid; \
cut -f2 $@.tmp2 | ${PARALLEL} langscript -3 -l $$f -r -D ${FIXLANGIDS} > $@.tmp2trgid; \
paste $@.tmp2srcid $@.tmp2trgid $@.tmp2 | sed "s/^/$$c-$$v /" >> $@.tmp1; \
rm -f $@.tmp2 $@.tmp2srcid $@.tmp2trgid; \
fi \
else \
echo "exclude $$c-$$v"; \
fi \
done \
done \
done \
)
## merge with previous releases if PREVIOUS_VERSION is set
ifdef PREVIOUS_VERSION
-${MAKE} $(patsubst ${RELEASEDIR}/%,${PREVIOUS_RELEASEDIR}/%,$@)
@if [ -e $(patsubst ${RELEASEDIR}/%,${PREVIOUS_RELEASEDIR}/%,$@) ]; then \
echo "merge with previous version!"; \
l=${patsubst ${RELEASEDIR}/%/train.id.gz,%,$@}; \
s=${firstword ${subst -, ,${patsubst ${RELEASEDIR}/%/train.id.gz,%,$@}}}; \
t=${lastword ${subst -, ,${patsubst ${RELEASEDIR}/%/train.id.gz,%,$@}}}; \
paste <(gzip -cd $(patsubst ${RELEASEDIR}/%.id.gz,${PREVIOUS_RELEASEDIR}/%.src.gz,$@)) \
<(gzip -cd $(patsubst ${RELEASEDIR}/%.id.gz,${PREVIOUS_RELEASEDIR}/%.trg.gz,$@)) \
| ${SCRIPTDIR}/exclude-identical.pl > $@.tmp2; \
${GZIP} -cd $(patsubst ${RELEASEDIR}/%,${PREVIOUS_RELEASEDIR}/%,$@) | cut -f1 > $@.tmp2corpus; \
if [ -e $@.tmp2 ]; then \
cut -f1 $@.tmp2 | ${PARALLEL} langscript -3 -l $$s -r -D ${FIXLANGIDS} > $@.tmp2srcid; \
cut -f2 $@.tmp2 | ${PARALLEL} langscript -3 -l $$t -r -D ${FIXLANGIDS} > $@.tmp2trgid; \
paste $@.tmp2corpus $@.tmp2srcid $@.tmp2trgid $@.tmp2 >> $@.tmp1; \
rm -f $@.tmp2 $@.tmp2srcid $@.tmp2trgid $@.tmp2corpus; \
fi \
fi
endif
## sort, de-duplicate and shuffle the collected data
@if [ -s $@.tmp1 ]; then \
${SORT} -t ' ' -k4,5 -u < $@.tmp1 \
| ${SHUFFLE} \
| scripts/exclude-devtest.pl -a -l \
${dir $@}test.src ${dir $@}test.trg \
${dir $@}dev.src ${dir $@}dev.trg > $@.tmp2 2>$(@:.id.gz=.log); \
cut -f4 $@.tmp2 | ${GZIP} -c > ${dir $@}train.src.gz; \
cut -f5 $@.tmp2 | ${GZIP} -c > ${dir $@}train.trg.gz; \
cut -f1,2,3 $@.tmp2 | ${GZIP} -c > $@; \
fi
rm -f $@.tmp1 $@.tmp2
rmdir ${dir $@}train.d
## download the previous release
ifdef PREVIOUS_VERSION
PREVIOUS_DOWNLOAD_BASE_URL := https://object.pouta.csc.fi/Tatoeba-Challenge-${PREVIOUS_VERSION}
${PREVIOUS_RELEASEDIR}/%/train.id.gz:
@wget -q $(patsubst ${PREVIOUS_RELEASEDIR}/%/train.id.gz,${PREVIOUS_DOWNLOAD_BASE_URL}/%.tar,$@)
@if [ -e $(patsubst ${PREVIOUS_RELEASEDIR}/%/train.id.gz,%.tar,$@) ]; then \
tar -xf $(patsubst ${PREVIOUS_RELEASEDIR}/%/train.id.gz,%.tar,$@); \
rm -f $(patsubst ${PREVIOUS_RELEASEDIR}/%/train.id.gz,%.tar,$@); \
fi
endif
ifdef CHECK_PREVIOUS_VERSION
ifdef PREVIOUS_VERSION
TESTDATA_THIS_RELEASE := $(patsubst ${RELEASEDIR}/%,%,$(dir $(wildcard ${RELEASEDIR}/*/test.id)))
TRAINDATA_THIS_RELEASE := $(patsubst ${RELEASEDIR}/%,%,$(dir $(wildcard ${RELEASEDIR}/*/train.id.gz)))
TRAINDATA_PREVIOUS_RELEASE := $(patsubst ${PREVIOUS_RELEASEDIR}/%,%,$(dir $(wildcard ${PREVIOUS_RELEASEDIR}/*/train.id.gz)))
## get all training data from the previous release that are missing from the current release
## for which we also have test data in the current release
TRAINDATA_MISSING = $(filter ${TESTDATA_THIS_RELEASE},$(filter-out ${TRAINDATA_THIS_RELEASE},${TRAINDATA_PREVIOUS_RELEASE}))
print-missing-from-previous: