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schema: '2.0'
stages:
install:
cmd:
- python3 -m venv venv
- . venv/bin/activate && pip install -U pip wheel setuptools && pip install -r
requirements.txt
- cp requirements.txt venv-installed
deps:
- path: requirements.txt
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outs:
- path: venv-installed
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loadvoc:
cmd: venv/bin/annif load-vocab --force kauno corpora/kauno-skos-reduced.ttl
deps:
- path: corpora/kauno-skos-reduced.ttl
hash: md5
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hash: md5
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outs:
- path: data/vocabs/kauno
hash: md5
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nfiles: 3
train-mllm:
cmd: venv/bin/annif train kauno-mllm-fi -j 8 -d 2000 corpora/kirjasampo/kirjasampo-kauno-train.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-train.tsv
hash: md5
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- path: data/vocabs/kauno
hash: md5
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nfiles: 3
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outs:
- path: data/projects/kauno-mllm-fi
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train-omikuji@parabel:
cmd: venv/bin/annif train kauno-parabel-fi -j 8 corpora/kirjasampo/kirjasampo-kauno-train.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-train.tsv
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outs:
- path: data/projects/kauno-parabel-fi
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train-omikuji@bonsai:
cmd: venv/bin/annif train kauno-bonsai-fi -j 8 corpora/kirjasampo/kirjasampo-kauno-train.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-train.tsv
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- path: data/vocabs/kauno
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nfiles: 3
- path: venv-installed
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outs:
- path: data/projects/kauno-bonsai-fi
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nfiles: 6
eval@bonsai:
cmd:
- venv/bin/annif eval kauno-bonsai-fi -j 8 -m F1@5 -m NDCG --metrics-file reports/kauno-bonsai-fi.json
corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
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- path: data/projects/kauno-bonsai-fi
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nfiles: 6
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outs:
- path: reports/kauno-bonsai-fi.json
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eval@mllm:
cmd:
- venv/bin/annif eval kauno-mllm-fi -j 8 -m F1@5 -m NDCG --metrics-file reports/kauno-mllm-fi.json
corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
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- path: data/projects/kauno-mllm-fi
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nfiles: 2
- path: venv-installed
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size: 41
outs:
- path: reports/kauno-mllm-fi.json
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eval@parabel:
cmd:
- venv/bin/annif eval kauno-parabel-fi -j 8 -m F1@5 -m NDCG --metrics-file reports/kauno-parabel-fi.json
corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
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size: 1535757
- path: data/projects/kauno-parabel-fi
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nfiles: 6
- path: venv-installed
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size: 42
outs:
- path: reports/kauno-parabel-fi.json
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eval@ensemble:
cmd:
- venv/bin/annif eval kauno-ensemble-fi -j 8 -m F1@5 -m NDCG --metrics-file reports/kauno-ensemble-fi.json
corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
hash: md5
md5: 2a491f3d2b35df602a3730db99f7605c
size: 1502390
- path: data/projects/kauno-ensemble-fi
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nfiles: 3
- path: venv-installed
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outs:
- path: reports/kauno-ensemble-fi.json
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train-omikuji-ks@parabel:
cmd: venv/bin/annif train kauno-ks-parabel-fi -j 8 corpora/kirjasampo/kirjasampo-kauno-train.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-train.tsv
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size: 39921230
- path: data/vocabs/kauno
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nfiles: 3
- path: venv-installed
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outs:
- path: data/projects/kauno-ks-parabel-fi
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train-omikuji-finna@bonsai:
cmd: venv/bin/annif train kauno-finna-bonsai-fi -j 8 corpora/finna/kauno-finna-fin.tsv.gz
deps:
- path: corpora/finna/kauno-finna-fin.tsv.gz
md5: ae570f73cbc72bd952efebd67575cda4
size: 63666506
- path: data/vocabs/kauno
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size: 33952771
nfiles: 3
- path: venv-installed
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size: 42
outs:
- path: data/projects/kauno-finna-bonsai-fi
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train-omikuji-finna@parabel:
cmd: venv/bin/annif train kauno-finna-parabel-fi -j 8 corpora/finna/kauno-finna-fin.tsv.gz
deps:
- path: corpora/finna/kauno-finna-fin.tsv.gz
md5: ae570f73cbc72bd952efebd67575cda4
size: 63666506
- path: data/vocabs/kauno
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size: 33952771
nfiles: 3
- path: venv-installed
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outs:
- path: data/projects/kauno-finna-parabel-fi
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nfiles: 6
eval@finna-bonsai:
cmd:
- venv/bin/annif eval kauno-finna-bonsai-fi -j 8 -m F1@5 -m NDCG --metrics-file
reports/kauno-finna-bonsai-fi.json corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
hash: md5
md5: 2a491f3d2b35df602a3730db99f7605c
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- path: data/projects/kauno-finna-bonsai-fi
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outs:
- path: reports/kauno-finna-bonsai-fi.json
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eval@finna-parabel:
cmd:
- venv/bin/annif eval kauno-finna-parabel-fi -j 8 -m F1@5 -m NDCG --metrics-file
reports/kauno-finna-parabel-fi.json corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
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size: 1535757
- path: data/projects/kauno-finna-parabel-fi
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nfiles: 6
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outs:
- path: reports/kauno-finna-parabel-fi.json
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eval@ks-parabel:
cmd:
- venv/bin/annif eval kauno-ks-parabel-fi -j 8 -m F1@5 -m NDCG --metrics-file
reports/kauno-ks-parabel-fi.json corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
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- path: data/projects/kauno-ks-parabel-fi
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outs:
- path: reports/kauno-ks-parabel-fi.json
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train-omikuji-ks@bonsai:
cmd: venv/bin/annif train kauno-ks-bonsai-fi -j 8 corpora/kirjasampo/kirjasampo-kauno-train.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-train.tsv
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outs:
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eval@ks-bonsai:
cmd:
- venv/bin/annif eval kauno-ks-bonsai-fi -j 8 -m F1@5 -m NDCG --metrics-file reports/kauno-ks-bonsai-fi.json
corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
hash: md5
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outs:
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train-omikuji-ks:
cmd: venv/bin/annif train kauno-ks-bonsai-fi -j 8 corpora/kirjasampo/kirjasampo-kauno-train.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-train.tsv
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outs:
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train-omikuji-finna:
cmd: venv/bin/annif train kauno-finna-bonsai-fi -j 8 corpora/finna/kauno-finna-fin.tsv.gz
deps:
- path: corpora/finna/kauno-finna-fin.tsv.gz
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nfiles: 3
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outs:
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train-ensemble:
cmd: venv/bin/annif train -j 8 kauno-ensemble-fi corpora/kirjasampo/kirjasampo-kauno-validate.tsv
deps:
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nfiles: 6
- path: data/projects/kauno-mllm-fi
hash: md5
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outs:
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train-nn-ensemble:
cmd: venv/bin/annif train -j 8 kauno-fi corpora/kirjasampo/kirjasampo-kauno-validate.tsv
deps:
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outs:
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eval@mllm-fi:
cmd:
- venv/bin/annif eval kauno-mllm-fi -j 8 -m F1@5 -m NDCG --metrics-file reports/kauno-mllm-fi.json
corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
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nfiles: 2
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outs:
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eval@ks-bonsai-fi:
cmd:
- venv/bin/annif eval kauno-ks-bonsai-fi -j 8 -m F1@5 -m NDCG --metrics-file reports/kauno-ks-bonsai-fi.json
corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
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eval@finna-bonsai-fi:
cmd:
- venv/bin/annif eval kauno-finna-bonsai-fi -j 8 -m F1@5 -m NDCG --metrics-file
reports/kauno-finna-bonsai-fi.json corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
- path: corpora/kirjasampo/kirjasampo-kauno-test.tsv
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eval@fi:
cmd:
- venv/bin/annif eval kauno-fi -j 8 -m F1@5 -m NDCG --metrics-file reports/kauno-fi.json
corpora/kirjasampo/kirjasampo-kauno-test.tsv
deps:
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outs:
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