dvc.lock

schema: '2.0'
stages:
  extract_data:
    cmd:
    - mkdir -p data/raw_data/test
    - mkdir -p data/raw_data/train
    - python3 src/features/extract_data.py
    deps:
    - path: src/features/extract_data.py
      md5: 09d3fa3d175badf2a7452397e2d15110
      size: 473
    outs:
    - path: data/raw_data/test/test.parquet
      md5: 4aaa6018761c92eb035de4cd305eee4f
      size: 5757330
      isexec: true
    - path: data/raw_data/train/train.parquet
      md5: a4fa868e28fe97da1a62e0cb64e35012
      size: 23043102
      isexec: true
  prepare:
    cmd:
    - mkdir -p data/prepared_data/test
    - mkdir -p data/prepared_data/train
    - python3 src/features/prepare.py data/raw_data/test data/raw_data/train
    deps:
    - path: data/raw_data/test/test.parquet
      md5: 4aaa6018761c92eb035de4cd305eee4f
      size: 5757330
    - path: data/raw_data/train/train.parquet
      md5: a4fa868e28fe97da1a62e0cb64e35012
      size: 23043102
    - path: src/features/prepare.py
      md5: dc8157037c31c4d4f17216345f668c24
      size: 3176
    outs:
    - path: data/prepared_data/test/test.pkl
      md5: 705be76da6c2e19b5a32651acd7dd8f9
      size: 257312196
      isexec: true
    - path: data/prepared_data/train/train.pkl
      md5: f7b39cd707db1c429af3ef932b4ca36e
      size: 1029246065
      isexec: true
  eval:
    cmd:
    - python3 src/models/evaluate.py
    deps:
    - path: data/prepared_data/test/test.pkl
      md5: 705be76da6c2e19b5a32651acd7dd8f9
      size: 257312196
    - path: metrics/scores.json
      md5: be203cefb3170c800cf2e010b7b3c6a0
      size: 109
      isexec: true
    - path: models/alzheimerModel.zip
      md5: 8235a88041a2beeec8a1817966a794d9
      size: 85307653
  train:
    cmd:
    - python3 src/models/train.py
    deps:
    - path: data/prepared_data/test/test.pkl
      md5: 705be76da6c2e19b5a32651acd7dd8f9
      size: 257312196
    - path: data/prepared_data/train/train.pkl
      md5: f7b39cd707db1c429af3ef932b4ca36e
      size: 1029246065
    - path: params.yaml
      md5: e6240a35d527af07892523af1c4161b7
      size: 70
    outs:
    - path: metrics/scores.json
      md5: e82bd0b23e00fb4d0ec4afd8b264911e
      size: 77
      isexec: true
    - path: models/alzheimerModel.zip
      md5: 8235a88041a2beeec8a1817966a794d9
      size: 85307653
      isexec: true