github.com/pachyderm/pachyderm@v1.13.4/examples/ml/hyperparameter/test.json (about) 1 { 2 "pipeline": { 3 "name": "test" 4 }, 5 "description": "A pipeline that scores each of the trained models.", 6 "transform": { 7 "image": "pachyderm/iris-evaluate", 8 "cmd": [ "/bin/ash" ], 9 "stdin": [ 10 "for f in /pfs/model/*", 11 "do", 12 "filename=$(basename \"$f\")", 13 "extension=`echo $filename | tail -c 4`", 14 "if [ \"$extension\" == \"pkl\" ]", 15 "then", 16 "python3 /code/evaluate.py $f /pfs/split/test.csv /pfs/out/", 17 "fi", 18 "done" 19 ] 20 }, 21 "parallelism_spec": { 22 "constant": "1" 23 }, 24 "input": { 25 "cross": [ 26 { 27 "pfs": { 28 "repo": "split", 29 "glob": "/test.csv" 30 } 31 }, 32 { 33 "pfs": { 34 "repo": "model", 35 "glob": "/*" 36 } 37 } 38 ] 39 } 40 }