example-get-started/dvc.lock at master · dimidloc/example-get-started · GitHub

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schema: '2.0'
stages:
  prepare:
    cmd: python src/prepare.py data/data.xml
    deps:
    - path: data/data.xml
      md5: a304afb96060aad90176268345e10355
      size: 37891850
    - path: src/prepare.py
      md5: 51549a1c87b182ebdd785704f56ffaf1
      size: 1581
    params:
      params.yaml:
        prepare.seed: 20170428
        prepare.split: 0.2
    outs:
    - path: data/prepared
      md5: 20b786b6e6f80e2b3fcf17827ad18597.dir
      size: 23861319
      nfiles: 2
  featurize:
    cmd: python src/featurization.py data/prepared data/features
    deps:
    - path: data/prepared
      md5: 20b786b6e6f80e2b3fcf17827ad18597.dir
      size: 23861319
      nfiles: 2
    - path: src/featurization.py
      md5: 61c592707fd1b33e27819c87cf93f80a
      size: 2391
    params:
      params.yaml:
        featurize.max_features: 3500
        featurize.ngrams: 1
    outs:
    - path: data/features
      md5: 645c43a64b1f99e3b40d3b74c151c0ca.dir
      size: 11045375
      nfiles: 2
  train:
    cmd: python src/train.py data/features model.pkl
    deps:
    - path: data/features
      md5: 645c43a64b1f99e3b40d3b74c151c0ca.dir
      size: 11045375
      nfiles: 2
    - path: src/train.py
      md5: 9ab95496b29b6ea3418bbf20b9fe3473
      size: 964
    params:
      params.yaml:
        train.min_split: 64
        train.n_est: 100
        train.seed: 20170428
    outs:
    - path: model.pkl
      md5: 28928f304128e46d73fb0046c04644a1
      size: 2199671
  evaluate:
    cmd: python src/evaluate.py model.pkl data/features scores.json prc.json roc.json
    deps:
    - path: data/features
      md5: 645c43a64b1f99e3b40d3b74c151c0ca.dir
      size: 11045375
      nfiles: 2
    - path: model.pkl
      md5: 28928f304128e46d73fb0046c04644a1
      size: 2199671
    - path: src/evaluate.py
      md5: 1313a560c1e6eaeffcf0b2e1d38f5004
      size: 1944
    outs:
    - path: prc.json
      md5: 639c40421060b6e03b008e4b841f0a62
      size: 127740
    - path: roc.json
      md5: 2ca9b44477e9db898dd341680f3364e4
      size: 59009
    - path: scores.json
      md5: 014a7a82e94d82a3013cef7c18d10cb1
      size: 73