EibAIS-MLOps-tutorial/dvc.lock at main · GAISSA-UPC/EibAIS-MLOps-tutorial · GitHub

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schema: '2.0'
stages:
  download:
    cmd: python3 -m src.data.download_raw_dataset
    deps:
    - path: src/config.py
      hash: md5
      md5: a883d0dec1704d3fcd889893bd8d4c48
      size: 1290
    - path: src/data/download_raw_dataset.py
      hash: md5
      md5: 810f4f307477b783266e99604b847e57
      size: 649
    outs:
    - path: data/raw/imdb.parquet
      hash: md5
      md5: 8ba8a331da61fbf65a154c374da782d1
      size: 25169132
  preprocess:
    cmd: python3 -m src.data.preprocess
    deps:
    - path: data/raw/imdb.parquet
      hash: md5
      md5: 8ba8a331da61fbf65a154c374da782d1
      size: 25169132
    - path: src/config.py
      hash: md5
      md5: a883d0dec1704d3fcd889893bd8d4c48
      size: 1290
    - path: src/data/preprocess.py
      hash: md5
      md5: f6a9a45818fb4648feeab6eec739880f
      size: 1603
    outs:
    - path: data/interim/imdb_cleaned.parquet
      hash: md5
      md5: 294e39e32874afecd71ca8b19b133b5f
      size: 25778404
  split:
    cmd: python3 -m src.data.split_data
    deps:
    - path: data/interim/imdb_cleaned.parquet
      hash: md5
      md5: 294e39e32874afecd71ca8b19b133b5f
      size: 25778404
    - path: src/config.py
      hash: md5
      md5: a883d0dec1704d3fcd889893bd8d4c48
      size: 1290
    - path: src/data/split_data.py
      hash: md5
      md5: 4382ad1339e71501b336b2320ded9aec
      size: 1148
    outs:
    - path: data/processed/test.parquet
      hash: md5
      md5: ef6cb503ef27b981bb9bd0a976fb2fb3
      size: 2613951
    - path: data/processed/train.parquet
      hash: md5
      md5: cc999769d5051de562fa0583b425be7c
      size: 18026684
    - path: data/processed/validation.parquet
      hash: md5
      md5: 9e533ef8e2c19823c3988506cf4c0e2b
      size: 5171217
  train:
    cmd: python3 -m src.modeling.train
    deps:
    - path: data/processed/train.parquet
      hash: md5
      md5: cc999769d5051de562fa0583b425be7c
      size: 18026684
    - path: data/processed/validation.parquet
      hash: md5
      md5: 9e533ef8e2c19823c3988506cf4c0e2b
      size: 5171217
    - path: src/config.py
      hash: md5
      md5: a883d0dec1704d3fcd889893bd8d4c48
      size: 1290
    - path: src/modeling/train.py
      hash: md5
      md5: 9e6057a08e5a83b965049ca21dffd189
      size: 3590
    outs:
    - path: models/distilbert-imdb
      hash: md5
      md5: fb0d8cac7e49876c0f0bf6af02ccc0f3.dir
      size: 268783444
      nfiles: 7
    - path: models/distilbert-imdb-checkpoint
      hash: md5
      md5: ce6d47edf053239131c230d2f849b968.dir
      size: 804528074
      nfiles: 11
  evaluate:
    cmd: python3 -m src.modeling.evaluate
    deps:
    - path: data/processed/test.parquet
      hash: md5
      md5: fe80344fbb6c1cb5257c8e91da71f07c
      size: 2613371
    - path: models/distilbert-imdb
      hash: md5
      md5: 267dbc22d66ac42d6ba5fa687e8c4e43.dir
      size: 268783346
      nfiles: 7
    - path: src/modeling/evaluate.py
      hash: md5
      md5: 7e6451f0642f20a55ba46abf29973138
      size: 1121
  configure_gx:
    cmd: python3 -m src.data.gx_context_configuration
    deps:
    - path: src/data/gx_context_configuration.py
      hash: md5
      md5: 3a61ff2758fdfc14e6c6003f5162a6be
      size: 3718
  validate-data:
    cmd: python3 -m src.data.validate_data
    deps:
    - path: data/interim/imdb_cleaned.parquet
      hash: md5
      md5: 294e39e32874afecd71ca8b19b133b5f
      size: 25778404
    - path: src/data/gx_context_configuration.py
      hash: md5
      md5: 3a61ff2758fdfc14e6c6003f5162a6be
      size: 3718
    - path: src/data/validate_data.py
      hash: md5
      md5: f211bd7615c06e3a36d2c139f0953a69
      size: 776