mlops/dvc.lock at main · ebmecinascruz/mlops · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
schema: '2.0'
stages:
  prepare:
    cmd: python src/create_features_w_params.py
    deps:
    - path: data/adult.data
      hash: md5
      md5: 5d7c39d7b8804f071cdd1f2a7c460872
      size: 3974305
    - path: data/adult.test
      hash: md5
      md5: 366c746021dc50ad9d933d2817612fc9
      size: 2003132
    - path: src/create_features.py
      hash: md5
      md5: b93aea27ba45f8b24bdd52928f1f2b99
      size: 2564
    params:
      params.yaml:
        features.chi2percentile: 50
        features.test_path: data/adult.test
        features.train_path: data/adult.data
    outs:
    - path: data/pipeline.pkl
      hash: md5
      md5: 0ccf6f7c024f21a5d727f2e45bd61728
      size: 6104
    - path: data/processed_test_data.csv
      hash: md5
      md5: a59c8daac38fe1ca84dda2b458ee762a
      size: 5409602
    - path: data/processed_train_data.csv
      hash: md5
      md5: adf63b6ce20f7ee74f63d5dabb325226
      size: 10829967
  preprocess:
    cmd: python src/preprocessing.py
    deps:
    - path: data/ObesityDataSet_raw_and_data_sinthetic.csv
      hash: md5
      md5: aff636fcccdf0a24ed7186e48bad2548
      size: 263646
    - path: src/preprocessing.py
      hash: md5
      md5: b1889cbb4ab393eb23c998c521c67d04
      size: 732
    outs:
    - path: data/obesity_preprocessed.csv
      hash: md5
      md5: 7c97023ea59a85fa4825ffcc850af3d8
      size: 642498