dvc.lock

schema: '2.0'
stages:
  preprocessing:
    cmd: python src/preprocessing.py
    deps:
    - path: data/external/a1_RestaurantReviews_HistoricDump.tsv
      hash: md5
      md5: 102f1f4193e0bdebdd6cce7f13e0a839
      size: 54686
    - path: src/preprocessing.py
      hash: md5
      md5: 9c27525137ec1a5a76b32f4a5da9220c
      size: 912
    outs:
    - path: data/processed/corpus.joblib
      hash: md5
      md5: 243212bb05cce5e3fdc72bfd2826d329
      size: 31612
  load_data:
    cmd: python src/load_data.py
    deps:
    - path: src/load_data.py
      hash: md5
      md5: 0fc3c85d3e4714adfe7ed52e5a3c3451
      size: 1125
    outs:
    - path: data/external/a1_RestaurantReviews_HistoricDump.tsv
      hash: md5
      md5: 102f1f4193e0bdebdd6cce7f13e0a839
      size: 54686
    - path: data/external/a2_RestaurantReviews_FreshDump.tsv
      hash: md5
      md5: 097c8b95f6b255e5a6a06b29d61fef8e
      size: 6504
  training:
    cmd: python src/training.py
    deps:
    - path: data/external/a1_RestaurantReviews_HistoricDump.tsv
      hash: md5
      md5: 102f1f4193e0bdebdd6cce7f13e0a839
      size: 54686
    - path: data/processed/corpus.joblib
      hash: md5
      md5: 243212bb05cce5e3fdc72bfd2826d329
      size: 31612
    - path: src/training.py
      hash: md5
      md5: 083eba40136b7b317088f064d03609d9
      size: 2016
    outs:
    - path: data/models/c1_BoW_Sentiment_Model.pkl
      hash: md5
      md5: 10dc2e35dc025f8d5aa1f49c7f812d3c
      size: 39823
    - path: data/models/c2_Classifier_Sentiment_Model
      hash: md5
      md5: eff43ff6860fc80715c02caed52e8fcf
      size: 14480675
  linting:
    cmd: poetry run mllint --output reports/mllint_report.md -f
    deps:
    - path: .mllint.yml
      hash: md5
      md5: ce689fd22680c18b78a5b0fa4331a837
      size: 399
    - path: .pylintrc
      hash: md5
      md5: 52dbd5f66aee62bfa1f8b3e78da7761e
      size: 18349
  evaluation:
    cmd: python src/evaluation.py --output reports/model_evaluation.json
    deps:
    - path: data/models/c2_Classifier_Sentiment_Model
      hash: md5
      md5: eff43ff6860fc80715c02caed52e8fcf
      size: 14480675
    - path: src/evaluation.py
      hash: md5
      md5: f7c6ce36fc81539069c1edd54256a67d
      size: 1619
    outs:
    - path: reports/model_evaluation.json
      hash: md5
      md5: 4bde4e1146787dfe0e87d3bd8d076fd2
      size: 75
  testing:
    cmd: pytest --junitxml=reports/tests-report.xml --cov=src --cov-report=xml:reports/coverage-report.xml
    deps:
    - path: data/models/c1_BoW_Sentiment_Model.pkl
      hash: md5
      md5: 10dc2e35dc025f8d5aa1f49c7f812d3c
      size: 39823
    - path: data/models/c2_Classifier_Sentiment_Model
      hash: md5
      md5: eff43ff6860fc80715c02caed52e8fcf
      size: 14480675
    - path: src/evaluation.py
      hash: md5
      md5: f7c6ce36fc81539069c1edd54256a67d
      size: 1619