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-
-Dependencies:
-
-    sudo apt install poppler-utils
-    pipenv shell
-    pip install requests python-magic
-
-Fetch and transform metadata:
-
-    mkdir -p metadata fulltext_web
-    wget https://archive.org/download/s2-cord19-dataset/cord19.2020-03-27.csv
-    mv cord19.2020-03-27.csv metadata
-    ./bin/parse_cord19_csv.py metadata/cord19.2020-03-27.csv > metadata/cord19.2020-03-27.json
-    cat metadata/cord19.2020-03-27.json | parallel -j10 --linebuffer --round-robin --pipe ./bin/cord19_fatcat_enrich.py - | pv -l > metadata/cord19.2020-03-27.enrich.json
-    cat metadata/cord19.2020-03-27.enrich.json | jq 'select(.release_id == null) | .cord19_paper' -c > metadata/cord19.2020-03-27.missing.json
-
-Existing fatcat ES transform:
-
-    # in fatcat python directory, pipenv shell
-    cat /srv/covid19.fatcat.wiki/src/metadata/cord19.2020-03-27.enrich.json | jq .fatcat_release -c | rg -v '^null$' | ./fatcat_transform.py elasticsearch-releases - - | pv -l > /srv/covid19.fatcat.wiki/src/metadata/cord19.2020-03-27.fatcat_es.json
-
-Download fulltext from wayback:
-
-    cat metadata/cord19.2020-03-27.enrich.json | jq .fatcat_release -c | parallel -j20 --linebuffer --round-robin --pipe ./bin/deliver_file2disk.py --disk-dir fulltext_web - | pv -l > fatcat_web_20200327.log
-
-Extract text from PDFs:
-
-    ls fulltext_web/pdf/ | parallel mkdir -p fulltext_web/pdftotext/{}
-    fd -I .pdf fulltext_web/pdf/ | cut -c18-60 | parallel -j10 pdftotext fulltext_web/pdf/{}.pdf fulltext_web/pdftotext/{}.txt
-
-Create thumbnails:
-
-    ls fulltext_web/pdf/ | parallel mkdir -p fulltext_web/thumbnail/{}
-    fd -I .pdf fulltext_web/pdf/ | cut -c18-60 | parallel -j10 pdftocairo -png -singlefile -scale-to-x 400 -scale-to-y -1 fulltext_web/pdf/{}.pdf fulltext_web/thumbnail/{}
-
-Fetch GROBID:
-
-Convert GROBID XML to JSON:
-
-    ls fulltext_web/pdf/ | parallel mkdir -p fulltext_web/grobid/{}
-    fd -I .xml fulltext_web/grobid/ | cut -c18-60 | parallel -j10 "bin/grobid2json.py fulltext_web/grobid/{}.xml > fulltext_web/grobid/{}.json"
-
-Create large derivatives file (including extracted fulltext):
-
-    ./cord19_fatcat_derivatives.py metadata/cord19.2020-03-27.enrich.json --base-dir fulltext_web/ | pv -l > metadata/cord19.2020-03-27.fulltext.json
-
-    cat metadata/cord19.2020-03-27.fulltext.json | jq .fulltext_status -r | sort | uniq -c | sort -nr
-
-
-## ES Indices
-
-Create fulltext index, transform to ES schema and index:
-
-    # if existing, first: http delete :9200/covid19_fatcat_fulltext
-    http put :9200/covid19_fatcat_fulltext < schema/fulltext_schema.v00.json
-
-    # in fatcat_covid19, pipenv shell
-    ./elastic_transform.py metadata/cord19.2020-03-27.fulltext.json | pv -l | esbulk -verbose -size 1000 -id fatcat_ident -w 8 -index covid19_fatcat_fulltext -type release
-
-Create and index existing `fatcat_release` schema:
-
-    http put :9200/covid19_fatcat_release < schema/release_schema_v03b.json
-
-    # in fatcat python directory, pipenv shell
-    export LC_ALL=C.UTF-8
-    cat /srv/fatcat_covid19/src/metadata/cord19.2020-03-27.enrich.json | jq .fatcat_release -c | rg -v '^null$' | pv -l | ./fatcat_transform.py elasticsearch-releases - - | esbulk -verbose -size 1000 -id ident -w 8 -index covid19_fatcat_release -type release
-
-## GROBID Processing
-
-    zip -r fulltext_web.zip fulltext_web
-
-    # on GROBID worker, in sandcrawler repo and pipenv
-    ./grobid_tool.py --grobid-host http://localhost:8070 -j 24 extract-zipfile /srv/sandcrawler/tasks/fulltext_web.zip | pv -l > /srv/sandcrawler/tasks/fulltext_web.grobid.json
-