dvc.lock

schema: '2.0'
stages:
  retrieve_html:
    cmd: python src/stage_01_retrieve_html.py --config config/config.yaml
    deps:
    - path: config/config.yaml
      md5: 0048c295aa47a3d5379de7c6112c1005
      size: 829
    - path: src/stage_01_retrieve_html.py
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      size: 2174
    - path: src/utils/all_utils.py
      md5: 5818f5fceb1639ff03aa7a2ff9c36103
      size: 1883
    outs:
    - path: artifacts/raw_data/Html_Data/
      md5: 944e43a3a3e0f0bbb30bb1a33844a8fb.dir
      size: 9863848
      nfiles: 72
  Extracting and combining data:
    cmd: python src/stage_02_Extract_combine.py --config config/config.yaml
    deps:
    - path: artifacts/raw_data/AQI/
      md5: a2106931b548e5f3c31848138f32dda6.dir
      size: 1415058
      nfiles: 6
    - path: artifacts/raw_data/Html_Data
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      size: 9857224
      nfiles: 72
    - path: config/config.yaml
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      size: 1079
    - path: requirements.txt
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      size: 1932
    - path: src/stage_01_retrieve_html.py
      md5: 82feff9d24d66029d8c5d0f8b0457121
      size: 2171
    - path: src/stage_02_Extract_combine.py
      md5: 53d7e805b8848b767e0fbec7186d5e22
      size: 6702
    - path: src/utils/all_utils.py
      md5: d70718aa28c08fe4ac9933611c24dbca
      size: 4290
    outs:
    - path: artifacts/raw_data/Real-Data/Real_Combine.csv
      md5: ad9880333f882029f3de0a5ed6bc071e
      size: 40630
  FETCHING_DATA:
    cmd: python src/stage_01_retrieve_html.py --config config/config.yaml
    deps:
    - path: config/config.yaml
      md5: a1c07dd09753ebd5abf079a4c85b8194
      size: 2164
    - path: src/stage_01_retrieve_html.py
      md5: dfe2a53e6de384ffcab8a9155a798579
      size: 2682
    - path: src/utils/all_utils.py
      md5: 1378ac0e4ed686a4b79b28d4797eb224
      size: 6237
    outs:
    - path: artifacts/Data_archive/dementia_dataset/dementia_dataset.csv
      md5: 36d12181ed1d8474e14f773e95d71bff
      size: 28293
    - path: logs/stage_01_running_logs.log
      md5: c1e42e1cc67efc9213bc0edee38de6d0
      size: 542
  Exploratory_Data_Analysis:
    cmd: python src/stage_02_EDA.py --config config/config.yaml
    deps:
    - path: artifacts/Data_archive/dementia_dataset/dementia_dataset.csv
      md5: 36d12181ed1d8474e14f773e95d71bff
      size: 28293
    - path: config/config.yaml
      md5: a1c07dd09753ebd5abf079a4c85b8194
      size: 2164
    - path: requirements.txt
      md5: de6c2b6863b0878b1cc5a17dbac0ece8
      size: 2134
    - path: src/stage_02_EDA.py
      md5: fc5ac5bb63bf98b8c4dde33e59202d41
      size: 6712
    - path: src/utils/all_utils.py
      md5: 1378ac0e4ed686a4b79b28d4797eb224
      size: 6237
    outs:
    - path: artifacts/Data_archive/Real-Data/Cleaned_Real_Combined_data.csv
      md5: 66b21bf8b1acf27c8e8b856564adf0da
      size: 16423
    - path: artifacts/reports_dir/graphs_dir/
      md5: 98002ef61c266a7040ef5a8e1eed2e22.dir
      size: 41487
      nfiles: 4
    - path: logs/stage_02_running_logs.log
      md5: f285b60f93b025709ca581e9ad67cf66
      size: 2189
  Splitting_Data:
    cmd: python src/stage_03_splitting_data.py --config config/config.yaml --params
      params.yaml
    deps:
    - path: artifacts/Data_archive/Real-Data/Cleaned_Real_Combined_data.csv
      md5: 66b21bf8b1acf27c8e8b856564adf0da
      size: 16423
    - path: config/config.yaml
      md5: a1c07dd09753ebd5abf079a4c85b8194
      size: 2164
    - path: params.yaml
      md5: 484d21d863da5508f47511104f8c16ef
      size: 183
    - path: requirements.txt
      md5: de6c2b6863b0878b1cc5a17dbac0ece8
      size: 2134
    - path: src/stage_03_splitting_data.py
      md5: d2a74031c12b7b49b03fef2c8b7dea8a
      size: 4522
    - path: src/utils/all_utils.py
      md5: 1378ac0e4ed686a4b79b28d4797eb224
      size: 6237
    outs:
    - path: artifacts/split_data_dir/
      md5: f48938e2c6e6fa442a8bca84cc0beea5.dir
      size: 16496
      nfiles: 2
    - path: logs/stage_03_running_logs.log
      md5: afac4064c9216ac02675666b72f449a2
      size: 1751
  GENERATING_MODEL:
    cmd: python src/stage_05_xgboost_regression.py  --config config/config.yaml --params
      params.yaml
    deps:
    - path: artifacts/split_data_dir/train_data_dir
      md5: 0aafde6d032013f8775aa005e764409b.dir
      size: 27951
      nfiles: 1
    - path: config/config.yaml
      md5: 8f2a5fbdbe547b28546eb638603a916a
      size: 959
    - path: src/stage_05_xgboost_regression.py
      md5: bdba27f2a534d70db97f2067064eb1b7
      size: 4776
    - path: src/utils/all_utils.py
      md5: 4e4347814a6fdb05f471b20171a19425
      size: 3588
    outs:
    - path: artifacts/trained_model/
      md5: dad2d74d1774ddf5e69b5687585bcb5b.dir
      size: 243077
      nfiles: 1
  TRAINING_AND_GENERATING_MODEL:
    cmd: python src/stage_04_xgboost_regression.py  --config config/config.yaml --params
      params.yaml
    deps:
    - path: artifacts/split_data_dir/train_data_dir
      md5: 7bbb8ccf933391770ab5b9e8a9f5647a.dir
      size: 11488
      nfiles: 1
    - path: config/config.yaml
      md5: a1c07dd09753ebd5abf079a4c85b8194
      size: 2164
    - path: params.yaml
      md5: 484d21d863da5508f47511104f8c16ef
      size: 183
    - path: requirements.txt
      md5: de6c2b6863b0878b1cc5a17dbac0ece8
      size: 2134
    - path: src/stage_04_xgboost_regression.py
      md5: e60c6e60905da7548311b0938523e8a9
      size: 7069
    - path: src/utils/all_utils.py
      md5: 1378ac0e4ed686a4b79b28d4797eb224
      size: 6237
    outs:
    - path: artifacts/reports_dir/scores.json
      md5: e7e68aa9c003ac6d61616c2c0076b842
      size: 346
    - path: artifacts/trained_model/
      md5: d5d682cbdbb1defc7a29a42dc3dbf3ff.dir
      size: 1006398
      nfiles: 1
    - path: logs/stage_04_running_logs.log
      md5: 3a2558bbdb764c87121cd08c8eb57100
      size: 2534
  TESTING_AND_GENERATING_GRAPH:
    cmd: python src/stage_05_model_accuracy_testing.py   --config config/config.yaml
    deps:
    - path: artifacts/split_data_dir/test_data_dir
      md5: ee29b2b059d62348fd091d71c4ffbeeb.dir
      size: 5008
      nfiles: 1
    - path: artifacts/trained_model/
      md5: d5d682cbdbb1defc7a29a42dc3dbf3ff.dir
      size: 1006398
      nfiles: 1
    - path: config/config.yaml
      md5: a1c07dd09753ebd5abf079a4c85b8194
      size: 2164
    - path: requirements.txt
      md5: de6c2b6863b0878b1cc5a17dbac0ece8
      size: 2134
    - path: src/stage_05_model_accuracy_testing.py
      md5: eb34121704ee2566e8497e4c99201e26
      size: 3778
    - path: src/utils/all_utils.py
      md5: 1378ac0e4ed686a4b79b28d4797eb224
      size: 6237
    outs:
    - path: artifacts/reports_dir/trained_model_graph_dir
      md5: d5c711f2835050bc03a2451c383d1fe4.dir
      size: 25077
      nfiles: 1
    - path: logs/stage_05_running_logs.log
      md5: 0ab1fa0df7b4fc49ebff3919d69d4035
      size: 2226
  LAUNCHING_WEB_APPLICATION:
    cmd: python app.py
    deps:
    - path: app.py
      md5: dd73765eb6b8d9739489c648c6c64b1d
      size: 3825
    - path: artifacts/trained_model/
      md5: adfc9550ba789d4581b6d7ef3569897b.dir
      size: 1005952
      nfiles: 1
    - path: config/config.yaml
      md5: 8b2291a62d712dd91068976087f0ee2c
      size: 2192
    - path: static/
      md5: f8f22197344eae019d3953a688359c67.dir
      size: 2316
      nfiles: 1
    - path: templates/
      md5: 878204edc2eba3e374fb4989c806c14c.dir
      size: 1769
      nfiles: 1