dvc.lock

schema: '2.0'
stages:
  extract:
    cmd: python src/data/extract_data.py
    deps:
    - path: data/raw/dataset.zip
      hash: md5
      md5: 840d5f7150b4eb7da302b31bd18d7cd4
      size: 35270
    - path: src/data/extract_data.py
      hash: md5
      md5: 02ed3245a95d378ab9e905e59cea0e53
      size: 3376
    outs:
    - path: data/interim
      hash: md5
      md5: 9bc27317bd11260feaf2a62269fe9073.dir
      size: 73149
      nfiles: 4
  preprocessing:
    cmd: python src/features/preprocessing.py
    deps:
    - path: data/interim/Spotify's Most Played All-Time [Updated Weekly]  Most Streamed  Top
        Played  500Mil+.csv
      hash: md5
      md5: b0fee05abcb685b00516fbca0cf2e0d4
      size: 24370
    - path: data/interim/keep grinding..csv
      hash: md5
      md5: 917645cb29939755a53c01834dee66c3
      size: 29615
    - path: src/features/preprocessing.py
      hash: md5
      md5: 4b186f16f696c9cfc09731f6dc5105b4
      size: 4262
    outs:
    - path: data/processed/testSet.csv
      hash: md5
      md5: 32c46b3c4014cf23d7c9daebd30e3002
      size: 30804
    - path: data/processed/trainSet.csv
      hash: md5
      md5: c031532dd0736ec636fd6ac3ec26eb76
      size: 37464
  clustering:
    cmd: python src/models/clustering.py
    deps:
    - path: data/processed/testSet.csv
      hash: md5
      md5: 32c46b3c4014cf23d7c9daebd30e3002
      size: 30804
    - path: data/processed/trainSet.csv
      hash: md5
      md5: c031532dd0736ec636fd6ac3ec26eb76
      size: 37464
    - path: src/models/clustering.py
      hash: md5
      md5: a775b97503ae6becafa6a0548155773c
      size: 3017
    outs:
    - path: data/output/clustertestSet.csv
      hash: md5
      md5: a384e18b81c5583179657251b34d5427
      size: 31792
    - path: data/output/clustertrainSet.csv
      hash: md5
      md5: b6b8906caf7f9bb8b80866a92462c6fa
      size: 38683
  recommending:
    cmd: python src/models/recommend.py
    deps:
    - path: data/output/clustertestSet.csv
      hash: md5
      md5: a384e18b81c5583179657251b34d5427
      size: 31792
    - path: data/output/clustertrainSet.csv
      hash: md5
      md5: b6b8906caf7f9bb8b80866a92462c6fa
      size: 38683
    - path: src/models/recommend.py
      hash: md5
      md5: d0bcb22004143632301e86e097dc7ed7
      size: 5174
    outs:
    - path: data/output/recommendations.csv
      hash: md5
      md5: f06aeee2eab2ea2db2913b94c440f5d7
      size: 225
  metrics:
    cmd: python src/models/metrics.py
    deps:
    - path: data/interim/feedbackUser1.csv
      hash: md5
      md5: 9435266c830c699446dbbd4a90f00b08
      size: 9618
    - path: data/interim/feedbackUser2.csv
      hash: md5
      md5: e939268619fd26bcf6fd7aae58e578e0
      size: 9546
    - path: data/output/recommendations.csv
      hash: md5
      md5: f06aeee2eab2ea2db2913b94c440f5d7
      size: 225
    - path: src/models/metrics.py
      hash: md5
      md5: 2bc420aeec8a0026ac223a41582d62ae
      size: 2221
  test_extracted_data:
    cmd: python src/tests/test_extract_data.py
    deps:
    - path: data/interim/Spotify's Most Played All-Time [Updated Weekly]  Most Streamed  Top
        Played  500Mil+.csv
      hash: md5
      md5: b0fee05abcb685b00516fbca0cf2e0d4
      size: 24370
    - path: data/interim/keep grinding..csv
      hash: md5
      md5: 917645cb29939755a53c01834dee66c3
      size: 29615
    - path: src/tests/test_extract_data.py
      hash: md5
      md5: 56a3dfc0d445af2aea9fc3eee4e6dec4
      size: 2092
  test_processed_data:
    cmd: python src/tests/test_preprocessed_data.py
    deps:
    - path: data/processed/testSet.csv
      hash: md5
      md5: 32c46b3c4014cf23d7c9daebd30e3002
      size: 30804
    - path: data/processed/trainSet.csv
      hash: md5
      md5: c031532dd0736ec636fd6ac3ec26eb76
      size: 37464
    - path: src/tests/test_preprocessed_data.py
      hash: md5
      md5: b5ea0a56dbfa48da956c86411404a733
      size: 3617