fix in data fecthing for tatoeba models

This commit is contained in:
Joerg Tiedemann 2021-12-10 19:10:51 +02:00
parent e2c2d3808e
commit 88d509e9ef
2 changed files with 307 additions and 6 deletions

295
ft-tatoeba/Makefile Normal file
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@ -0,0 +1,295 @@
#
# forward translation to be used for
# knowledge distillation
#
# only works with sentencepiece models!
#
PWD := ${shell pwd}
REPOHOME := ${PWD}/../
include ${REPOHOME}lib/env.mk
include ${REPOHOME}lib/config.mk
include ${REPOHOME}lib/slurm.mk
SRC = fin
TRG = eng
TATOEBA_VERSION ?= v2021-08-07
TATOEBA_VERSION_NOHYPHEN ?= $(subst -,,${TATOEBA_VERSION})
TATOEBA_GITRAW = https://raw.githubusercontent.com/Helsinki-NLP/Tatoeba-Challenge/master
TATOEBA_RELEASED = ${TATOEBA_GITRAW}/models/released-model-results-all.txt
TATOEBA_RELEASED_BT = https://object.pouta.csc.fi/Tatoeba-MT-bt/released-data.txt
TATOEBA_MODEL_STORAGE = https://object.pouta.csc.fi/Tatoeba-MT-models
## container for storing backtranslations
BT_CONTAINER = Tatoeba-MT-bt
BT_CWORK_ONTAINER = project-Tatoeba-MT-bt
## split size in nr-of-lines
## default part to be selected = aa
SPLIT_SIZE ?= 1000000
## maximum input length (number sentence piece segments)
## maximum number of sentences to be translated (top N lines)
MAX_LENGTH ?= 200
MAX_SENTENCES ?= ${SPLIT_SIZE}
SORTLANGS = $(sort ${SRC} ${TRG})
LANGPAIR = ${SRC}-${TRG}
SORTED_LANGPAIR = ${firstword ${SORTLANGS}}-${lastword ${SORTLANGS}}
PWD := $(shell pwd)
# MODELZIP = https://object.pouta.csc.fi/Tatoeba-Challenge/ang.tar
MODELZIP := ${shell wget -qq -O - ${TATOEBA_RELEASED} | grep '^${LANGPAIR}' | head -1 | cut -f4}
MODELINFO = ${patsubst ${TATOEBA_MODEL_STORAGE}/%.zip,${TATOEBA_GITRAW}/models/%.yml,${MODELZIP}}
MODELNAME = ${patsubst %.zip,%,${notdir ${MODELZIP}}}
MULTI_TARGET_MODEL := ${shell wget -qq -O - ${MODELINFO} | grep 'use-target-labels' | wc -l}
ifneq (${MULTI_TARGET_MODEL},0)
TARGET_LANG_LABEL := ${shell wget -qq -O - ${MODELINFO} | grep -o '>>${TRG}.*<<'}
endif
RELEASED_BITEXTS := $(patsubst %.tar,%,${shell wget -qq -O - ${TATOEBA_GITRAW}/Wiki.md | \
grep -o 'WikiShuffled/...\.tar' | cut -f2 -d'/'})
RELEASED_BITEXTS_REV = ${shell (for d in ${RELEASED_BITEXTS}; do echo $$d; done) | tac}
PART ?= aa
OUTPUT_DIR ?= ${LANGPAIR}
BITEXT_DATADIR = ${PWD}/../work-tatoeba/data/simple
MODEL_WORKDIR = ${PWD}/../work-tatoeba/${LANGPAIR}
BITEXT_SRCRAW = ${BITEXT_DATADIR}/Tatoeba-train-${TATOEBA_VERSION}.${SORTED_LANGPAIR}.clean.${SRC}.gz
BITEXT_SRCPRE = ${wildcard ${MODEL_WORKDIR}/train/opusTC${TATOEBA_VERSION_NOHYPHEN}.src.clean.spm*.gz}
BITEXT_BASE = ${OUTPUT_DIR}/Tatoeba-train.${MODELNAME}.${LANGPAIR}
BITEXT_SRC = ${BITEXT_BASE}.${SRC}.${PART}.gz
BITEXT_PRE = ${BITEXT_BASE}.${SRC}.spm.${PART}.gz
BITEXT_TRG = ${BITEXT_BASE}.${TRG}.${PART}.gz
BITEXT_LATEST_SRC = ${OUTPUT_DIR}/latest/Tatoeba-train.${PART}.${LANGPAIR}.${SRC}.gz
BITEXT_LATEST_TRG = ${OUTPUT_DIR}/latest/Tatoeba-train.${PART}.${LANGPAIR}.${TRG}.gz
BITEXT_LATEST_README = ${OUTPUT_DIR}/latest/README.md
## all parts of the bitext
PARTS = ${suffix ${basename ${wildcard ${BITEXT_PRE:${PART}.gz=}??.gz}}}
ALL_BITEXT_LATEST_SRC = ${patsubst %,${OUTPUT_DIR}/latest/Tatoeba-train.%.${LANGPAIR}.${SRC}.gz,${PARTS}}
ALL_BITEXT_LATEST_TRG = ${patsubst %,${OUTPUT_DIR}/latest/Tatoeba-train.%.${LANGPAIR}.${TRG}.gz,${PARTS}}
## don't delete translated text even if the process crashes
.PRECIOUS: ${BITEXT_TRG}
.PHONY: all
all: translate
.PHONY: prepare
prepare: ${LANGPAIR}/${MODELNAME}/decoder.yml ${BITEXT_PRE}
.PHONY: translate
translate: ${BITEXT_LATEST_README} ${BITEXT_LATEST_TRG}
${MAKE} ${BITEXT_LATEST_SRC}
## translate all parts
.PHONY: translate-all-parts
translate-all-parts: ${ALL_BITEXT_LATEST_TRG}
${MAKE} ${ALL_BITEXT_LATEST_TRG}
.PHONY: print-modelinfo
print-modelinfo:
@echo ${MODELNAME}
@echo ${MODELZIP}
@echo ${MODELINFO}
@echo "multi-target model: ${MULTI_TARGET_MODEL}"
@echo "target language label: ${TARGET_LANG_LABEL}"
## fetch the latest model
${LANGPAIR}/${MODELNAME}/decoder.yml:
ifneq (${MODELZIP},)
mkdir -p ${dir $@}
wget -O ${dir $@}/model.zip ${MODELZIP}
cd ${dir $@} && unzip model.zip
rm -f ${dir $@}/model.zip
mv ${dir $@}/preprocess.sh ${dir $@}/preprocess-old.sh
sed 's#perl -C -pe.*$$#perl -C -pe "s/(?!\\n)\\p{C}/ /g;" |#' \
< ${dir $@}/preprocess-old.sh > ${dir $@}/preprocess.sh
chmod +x ${dir $@}/preprocess.sh
endif
## pre-process data
ifeq (${MULTI_TARGET_MODEL},1)
PREPROCESS_ARGS = ${SRC} ${TRG} ${LANGPAIR}/${MODELNAME}/source.spm
else
PREPROCESS_ARGS = ${SRC} ${LANGPAIR}/${MODELNAME}/source.spm
endif
ifeq (${BITEXT_SRCPRE},)
${BITEXT_SRCRAW}:
${MAKE} -C .. SRCLANGS=${SRC} TRGLANGS=${TRG} clean-data-tatoeba
${BITEXT_PRE}: ${BITEXT_SRCRAW}
ifneq (${MODELZIP},)
mkdir -p ${dir $@}
${MAKE} ${LANGPAIR}/${MODELNAME}/decoder.yml
${GZCAT} $< |\
grep -v '[<>{}]' |\
${LANGPAIR}/${MODELNAME}/preprocess.sh ${PREPROCESS_ARGS} |\
perl -e 'while (<>){next if (split(/\s+/)>${MAX_LENGTH});print;}' |\
split -l ${SPLIT_SIZE} - ${patsubst %${PART}.gz,%,$@} |\
gzip -f > $@
endif
else
${BITEXT_PRE}: ${BITEXT_SRCPRE}
${GZCAT} $< |\
perl -e 'while (<>){next if (split(/\s+/)>${MAX_LENGTH});print;}' |\
split -l ${SPLIT_SIZE} - ${patsubst %${PART}.gz,%,$@}
${GZIP} -f ${patsubst %${PART}.gz,%,$@}??
endif
## merge SentencePiece segments in the source text
## (Why? because we filter out some data from the original wiki text, see above)
${BITEXT_SRC}: ${BITEXT_PRE}
ifneq (${MODELZIP},)
mkdir -p ${dir $@}
${GZCAT} $< |\
sed 's/ //g;s/▁/ /g' | \
sed 's/^ *//;s/ *$$//' |\
sed 's/^>>[a-z]*<< //' |\
gzip -c > $@
endif
## overwrite the file with the latest translations
## --> this allows multiple translation iterations
## without duplicating the data we want to use in MT training
${BITEXT_LATEST_SRC}: ${BITEXT_SRC}
mkdir -p ${dir $@}
cp $< $@
${BITEXT_LATEST_TRG}: ${BITEXT_TRG}
mkdir -p ${dir $@}
cp $< $@
${BITEXT_LATEST_README}: ${LANGPAIR}/${MODELNAME}/README.md
mkdir -p ${dir $@}
cp $< $@
## translate
${BITEXT_BASE}.${TRG}.%.gz: ${BITEXT_BASE}.${SRC}.spm.%.gz
ifneq (${MODELZIP},)
mkdir -p ${dir $@}
${MAKE} ${LANGPAIR}/${MODELNAME}/decoder.yml
${LOAD_ENV} && cd ${LANGPAIR}/${MODELNAME} && ${MARIAN_DECODER} \
-i ${PWD}/$< \
-c decoder.yml \
-d ${MARIAN_GPUS} \
${MARIAN_DECODER_FLAGS} |\
sed 's/ //g;s/▁/ /g' | sed 's/^ *//;s/ *$$//' |\
gzip -c > ${PWD}/$@
endif
check-latest:
@if [ -d ${LANGPAIR}/latest ]; then \
for S in `ls ${LANGPAIR}/latest/*.${SRC}.gz`; do \
T=`echo $$S | sed 's/.${SRC}.gz/.${TRG}.gz/'`; \
a=`${GZCAT} $$S | wc -l`; \
b=`${GZCAT} $$T | wc -l`; \
if [ $$a != $$b ]; then \
echo "$$a != $$b $$S $$T"; \
else \
echo "$$a $$S $$T"; \
fi \
done \
fi
check-translated:
@for S in `ls ${LANGPAIR}/*.${SRC}.gz`; do \
T=`echo $$S | sed 's/.${SRC}.gz/.${TRG}.gz/'`; \
a=`${GZCAT} $$S | wc -l`; \
b=`${GZCAT} $$T | wc -l`; \
if [ $$a != $$b ]; then \
echo "$$a != $$b $$S $$T"; \
else \
echo "$$a $$S $$T"; \
fi \
done
check-length:
@echo "check ${LANGPAIR}"
@${MAKE} check-translated
@${MAKE} check-latest
remove-%-all check-%-all:
for d in `find . -maxdepth 1 -type d -name '*-*' -printf "%f "`; do \
s=`echo $$d | cut -f1 -d'-'`; \
t=`echo $$d | cut -f2 -d'-'`; \
make SRC=$$s TRG=$$t ${@:-all=}; \
done
remove-incomplete:
${MAKE} remove-incomplete-translated
${MAKE} remove-incomplete-latest
remove-incomplete-translated:
@echo "check ${LANGPAIR}"
@mkdir -p ${LANGPAIR}/incomplete
@for S in `ls ${LANGPAIR}/*.${SRC}.gz`; do \
T=`echo $$S | sed 's/.${SRC}.gz/.${TRG}.gz/'`; \
a=`${GZCAT} $$S | wc -l`; \
b=`${GZCAT} $$T | wc -l`; \
if [ $$a != $$b ]; then \
echo "$$a != $$b $$S $$T"; \
mv $$S ${LANGPAIR}/incomplete/; \
mv $$T ${LANGPAIR}/incomplete/; \
fi \
done
remove-incomplete-latest:
@echo "check ${LANGPAIR}"
@mkdir -p ${LANGPAIR}/incomplete/latest
@if [ -d ${LANGPAIR}/latest ]; then \
for S in `ls ${LANGPAIR}/latest/*.${SRC}.gz`; do \
T=`echo $$S | sed 's/.${SRC}.gz/.${TRG}.gz/'`; \
a=`${GZCAT} $$S | wc -l`; \
b=`${GZCAT} $$T | wc -l`; \
if [ $$a != $$b ]; then \
echo "$$a != $$b $$S $$T"; \
mv $$S ${LANGPAIR}/incomplete/latest/; \
mv $$T ${LANGPAIR}/incomplete/latest/; \
fi \
done \
fi

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@ -1986,6 +1986,7 @@ TATOEBA_TMPDATADIR = data/release/${TATOEBA_VERSION}/${LANGPAIR}
@if [ -e $(@:.${SRCEXT}.gz=.${SRCEXT}.labels) ]; then \
for s in `cat $(@:.${SRCEXT}.gz=.${SRCEXT}.labels)`; do \
for t in `cat $(@:.${SRCEXT}.gz=.${TRGEXT}.labels)`; do \
if [[ "$$s-$$t" != "${LANGPAIR}" ]] && [[ "$$t-$$s" != "${LANGPAIR}" ]]; then \
if [ "$$s" \< "$$t" ]; then \
echo "extract $$s-$$t data"; \
for d in dev test train; do \
@ -1997,8 +1998,10 @@ TATOEBA_TMPDATADIR = data/release/${TATOEBA_VERSION}/${LANGPAIR}
scripts/filter/filter-korean.sh ${SRC} ${TRG} $$d > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t; \
if [ -s ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t ]; then \
echo "........ make ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t.clean.*.gz"; \
cut -f1 ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t | ${GZIP} -c > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t.clean.$$s.gz; \
cut -f2 ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t | ${GZIP} -c > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t.clean.$$t.gz; \
cut -f1 ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t | \
${GZIP} -c > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t.clean.$$s.gz; \
cut -f2 ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t | \
${GZIP} -c > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t.clean.$$t.gz; \
fi; \
rm -f ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$s-$$t; \
fi \
@ -2010,17 +2013,20 @@ TATOEBA_TMPDATADIR = data/release/${TATOEBA_VERSION}/${LANGPAIR}
paste ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.${LANGPAIR}.clean.id \
${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.${LANGPAIR}.clean.${TRGEXT} \
${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.${LANGPAIR}.clean.${SRCEXT} |\
grep -P "$$s\t$$t\t" | cut -f3,4 |\
grep -P "$$t\t$$s\t" | cut -f3,4 |\
scripts/filter/filter-korean.sh ${TRG} ${SRC} $$d > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s; \
if [ -s ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s ]; then \
echo "........ make ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s.clean.*.gz"; \
cut -f1 ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s | ${GZIP} -c > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s.clean.$$t.gz; \
cut -f2 ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s | ${GZIP} -c > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s.clean.$$s.gz; \
cut -f1 ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s | \
${GZIP} -c > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s.clean.$$t.gz; \
cut -f2 ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s | \
${GZIP} -c > ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s.clean.$$s.gz; \
fi; \
rm -f ${dir $@}Tatoeba-$$d-${TATOEBA_VERSION}.$$t-$$s; \
fi \
done \
fi \
fi \
done \
done \
fi
@ -2526,7 +2532,7 @@ tatoeba-dist-all:
fixlabels.sh:
for l in `find ${TATOEBA_WORK}-old/ -maxdepth 1 -mindepth 1 -type d -printf '%f '`; do \
@for l in `find ${TATOEBA_WORK}-old/ -maxdepth 1 -mindepth 1 -type d -printf '%f '`; do \
s=`echo $$l | cut -f1 -d'-'`; \
t=`echo $$l | cut -f2 -d'-'`; \
if [ -d ${HOME}/research/Tatoeba-Challenge/data/$$s-$$t ] || \