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schema: '2.0'
stages:
load_data:
cmd: python src/load_data.py
deps:
- path: config/params.yaml
hash: md5
md5: c7155dd16bec058773e8c9696eee47f3
size: 1271
- path: src/load_data.py
hash: md5
md5: a9c721285ea18c4736c1d3ad4150f9a5
size: 1109
outs:
- path: data/raw/iris.csv
hash: md5
md5: 500a0acbd112b7c512929eac892f9864
size: 4009
preprocess:
cmd: python src/preprocess.py
deps:
- path: config/params.yaml
hash: md5
md5: c7155dd16bec058773e8c9696eee47f3
size: 1271
- path: data/raw/iris.csv
hash: md5
md5: 500a0acbd112b7c512929eac892f9864
size: 4009
- path: src/preprocess.py
hash: md5
md5: 39bdb00f2484f8312334afa72cbbc865
size: 3677
params:
config/params.yaml:
data.random_state: 42
data.test_size: 0.2
outs:
- path: data/processed/scaler_params.json
hash: md5
md5: fb39be8ad3ed398c07759474cfc7d6c1
size: 225
- path: data/processed/test.csv
hash: md5
md5: 788423b0d206410f9add1011916ced61
size: 2711
- path: data/processed/train.csv
hash: md5
md5: 9cec265c24bfd1eaa88c8899bcc57f9d
size: 10643
train:
cmd: python src/train.py
deps:
- path: config/params.yaml
hash: md5
md5: c7155dd16bec058773e8c9696eee47f3
size: 1271
- path: data/processed/train.csv
hash: md5
md5: 9cec265c24bfd1eaa88c8899bcc57f9d
size: 10643
- path: src/train.py
hash: md5
md5: 1d5f0c465b75578b6f30afc41434b018
size: 1827
params:
config/params.yaml:
model.params:
n_estimators: 100
max_depth: 5
min_samples_split: 2
min_samples_leaf: 1
random_state: 42
outs:
- path: models/model.joblib
hash: md5
md5: 58b4dbf0629070364cd4080912302d46
size: 163840
evaluate:
cmd: python src/evaluate.py
deps:
- path: config/params.yaml
hash: md5
md5: c7155dd16bec058773e8c9696eee47f3
size: 1271
- path: data/processed/test.csv
hash: md5
md5: 788423b0d206410f9add1011916ced61
size: 2711
- path: models/model.joblib
hash: md5
md5: 58b4dbf0629070364cd4080912302d46
size: 163840
- path: src/evaluate.py
hash: md5
md5: 0cdba5f381c92a8e3ff2015f88c1d4bf
size: 3462
params:
config/params.yaml:
evaluate.min_accuracy: 0.9
outs:
- path: reports/classification_report.json
hash: md5
md5: 1deebbf20a714cedbaefc334cc039e00
size: 679
- path: reports/confusion_matrix.png
hash: md5
md5: f7d65223897279f73628cbabb5431aab
size: 33013
- path: reports/metrics.json
hash: md5
md5: d91c4b7441f3089567f7669718c05c3d
size: 152
detect_drift:
cmd: python src/detect_drift.py
deps:
- path: config/params.yaml
hash: md5
md5: c7155dd16bec058773e8c9696eee47f3
size: 1271
- path: data/processed/test.csv
hash: md5
md5: 788423b0d206410f9add1011916ced61
size: 2711
- path: data/processed/train.csv
hash: md5
md5: 9cec265c24bfd1eaa88c8899bcc57f9d
size: 10643
- path: src/detect_drift.py
hash: md5
md5: 4e3b85e16812055d7dbdebdd858e5b06
size: 4814
outs:
- path: reports/data_drift_report.html
hash: md5
md5: 46e91aa42fb10b7b35fc06fc53e49e64
size: 3884659
- path: reports/data_drift_report.json
hash: md5
md5: f043e64a3b1e47c5b362f0957ef63b1d
size: 14591
- path: reports/drift_summary.json
hash: md5
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size: 30