new expeirment

modules/ml-pipeline/src/pipeline/src/configs/prepare_data.yaml

@@ -1,6 +1,6 @@
 dataclient_type: minio
 data_location: s3://dev_bucket
-train_proportion: 0.85
+train_proportion: 0.9
 output_train_filepath: ./data/prepared_data/train.parquet
 output_test_filepath: ./data/prepared_data/test.parquet
 

modules/ml-pipeline/src/pipeline/src/dvc.lock

@@ -5,18 +5,18 @@ stages:
     deps:
     - path: prepare_data.py
       hash: md5
-      md5: 113f292aa8fa1ecec56b21cfc7f657a9
+      md5: 38b0836237bfa25ea0d71ca259610f4d
       size: 3623
     params:
       configs/prepare_data.yaml:
         output_test_filepath: ./data/prepared_data/test.parquet
         output_train_filepath: ./data/prepared_data/train.parquet
-        train_proportion: 0.85
+        train_proportion: 0.9
     outs:
     - path: data/prepared_data/
       hash: md5
-      md5: 57c36f8222034dc253f65000274bbd7b.dir
-      size: 35596
+      md5: b33066afcf18879beb7738317b840957.dir
+      size: 34895
       nfiles: 2
   build_model:
     cmd: python build_model.py
@@ -27,8 +27,8 @@ stages:
       size: 3576
     - path: data/prepared_data
       hash: md5
-      md5: 57c36f8222034dc253f65000274bbd7b.dir
-      size: 35596
+      md5: b33066afcf18879beb7738317b840957.dir
+      size: 34895
       nfiles: 2
     params:
       configs/build_model.yaml:
@@ -41,7 +41,7 @@ stages:
     outs:
     - path: data/model/
       hash: md5
-      md5: b163a05d5a1a5649caf10e23bd5db8d0.dir
+      md5: 9e7589253302a779852158756c2a7bb9.dir
       size: 1096
       nfiles: 1
   generate_predictions:
@@ -49,13 +49,13 @@ stages:
     deps:
     - path: data/model
       hash: md5
-      md5: b163a05d5a1a5649caf10e23bd5db8d0.dir
+      md5: 9e7589253302a779852158756c2a7bb9.dir
       size: 1096
       nfiles: 1
     - path: data/prepared_data
       hash: md5
-      md5: 57c36f8222034dc253f65000274bbd7b.dir
-      size: 35596
+      md5: b33066afcf18879beb7738317b840957.dir
+      size: 34895
       nfiles: 2
     - path: generate_predictions.py
       hash: md5
@@ -68,21 +68,21 @@ stages:
     outs:
     - path: data/predictions/
       hash: md5
-      md5: 06fd34c447fe9e5b4b9892c57257eb54.dir
-      size: 2334
+      md5: b9c93c8c5fc441bdc0fb96cee19b1871.dir
+      size: 2121
       nfiles: 1
   generate_metrics:
     cmd: python generate_metrics.py
     deps:
     - path: data/predictions
       hash: md5
-      md5: 06fd34c447fe9e5b4b9892c57257eb54.dir
-      size: 2334
+      md5: b9c93c8c5fc441bdc0fb96cee19b1871.dir
+      size: 2121
       nfiles: 1
     - path: data/prepared_data
       hash: md5
-      md5: 57c36f8222034dc253f65000274bbd7b.dir
-      size: 35596
+      md5: b33066afcf18879beb7738317b840957.dir
+      size: 34895
       nfiles: 2
     - path: generate_metrics.py
       hash: md5
@@ -95,5 +95,5 @@ stages:
     outs:
     - path: metrics/metrics.json
       hash: md5
-      md5: 2706ac7ddd35940e95c187fd0178e52c
+      md5: 310e17ea14d1669035ab3c44c0204f57
       size: 183

modules/ml-pipeline/src/pipeline/src/prepare_data.py

@@ -109,4 +109,4 @@ if __name__ == "__main__":
 
     logger.info("-------------------------------")
     logger.info(f"--- {__file__} - Complete! ---")
-    logger.info("-------------------------===---")
+    logger.info("-------------------------------")