From 74bce78d2e5bf2ddb7f339c9fe1bc0812acb7fb5 Mon Sep 17 00:00:00 2001
From: Michael Duong <michael123ste@gmail.com>
Date: Mon, 11 Sep 2023 16:57:44 +0100
Subject: [PATCH] better model

---
 .../src/pipeline/src/.vscode/settings.json    |  1 +
 .../pipeline/src/configs/prepare_data.yaml    |  2 +-
 modules/ml-pipeline/src/pipeline/src/dvc.lock | 34 +++++++++----------
 3 files changed, 19 insertions(+), 18 deletions(-)
 create mode 100644 modules/ml-pipeline/src/pipeline/src/.vscode/settings.json

diff --git a/modules/ml-pipeline/src/pipeline/src/.vscode/settings.json b/modules/ml-pipeline/src/pipeline/src/.vscode/settings.json
new file mode 100644
index 0000000..0967ef4
--- /dev/null
+++ b/modules/ml-pipeline/src/pipeline/src/.vscode/settings.json
@@ -0,0 +1 @@
+{}
diff --git a/modules/ml-pipeline/src/pipeline/src/configs/prepare_data.yaml b/modules/ml-pipeline/src/pipeline/src/configs/prepare_data.yaml
index 9d084d1..9a0c3bd 100644
--- a/modules/ml-pipeline/src/pipeline/src/configs/prepare_data.yaml
+++ b/modules/ml-pipeline/src/pipeline/src/configs/prepare_data.yaml
@@ -1,6 +1,6 @@
 dataclient_type: minio
 data_location: s3://dev_bucket
-train_proportion: 0.4
+train_proportion: 0.8
 output_train_filepath: ./data/prepared_data/train.parquet
 output_test_filepath: ./data/prepared_data/test.parquet
 
diff --git a/modules/ml-pipeline/src/pipeline/src/dvc.lock b/modules/ml-pipeline/src/pipeline/src/dvc.lock
index 9a1826b..ed7c57c 100644
--- a/modules/ml-pipeline/src/pipeline/src/dvc.lock
+++ b/modules/ml-pipeline/src/pipeline/src/dvc.lock
@@ -11,12 +11,12 @@ stages:
       configs/prepare_data.yaml:
         output_test_filepath: ./data/prepared_data/test.parquet
         output_train_filepath: ./data/prepared_data/train.parquet
-        train_proportion: 0.4
+        train_proportion: 0.8
     outs:
     - path: data/prepared_data/
       hash: md5
-      md5: 2c91bf9e7db44bddf119efd1e56ade44.dir
-      size: 37095
+      md5: f0d462fe6b1a856a827409a745539285.dir
+      size: 36169
       nfiles: 2
   build_model:
     cmd: python build_model.py
@@ -27,8 +27,8 @@ stages:
       size: 3576
     - path: data/prepared_data
       hash: md5
-      md5: 2c91bf9e7db44bddf119efd1e56ade44.dir
-      size: 37095
+      md5: f0d462fe6b1a856a827409a745539285.dir
+      size: 36169
       nfiles: 2
     params:
       configs/build_model.yaml:
@@ -41,7 +41,7 @@ stages:
     outs:
     - path: data/model/
       hash: md5
-      md5: 2d500f958c97a8509fc37e94ab7c01df.dir
+      md5: fb7ae4137b445dc91e840b794d72e940.dir
       size: 1096
       nfiles: 1
   generate_predictions:
@@ -49,13 +49,13 @@ stages:
     deps:
     - path: data/model
       hash: md5
-      md5: 2d500f958c97a8509fc37e94ab7c01df.dir
+      md5: fb7ae4137b445dc91e840b794d72e940.dir
       size: 1096
       nfiles: 1
     - path: data/prepared_data
       hash: md5
-      md5: 2c91bf9e7db44bddf119efd1e56ade44.dir
-      size: 37095
+      md5: f0d462fe6b1a856a827409a745539285.dir
+      size: 36169
       nfiles: 2
     - path: generate_predictions.py
       hash: md5
@@ -69,21 +69,21 @@ stages:
     outs:
     - path: data/predictions/
       hash: md5
-      md5: deb4baede52e3c3d968b7737390a4f03.dir
-      size: 4184
+      md5: 4d5854903b25bdae15d99c934ebcfb99.dir
+      size: 2531
       nfiles: 1
   generate_metrics:
     cmd: python generate_metrics.py
     deps:
     - path: data/predictions
       hash: md5
-      md5: deb4baede52e3c3d968b7737390a4f03.dir
-      size: 4184
+      md5: 4d5854903b25bdae15d99c934ebcfb99.dir
+      size: 2531
       nfiles: 1
     - path: data/prepared_data
       hash: md5
-      md5: 2c91bf9e7db44bddf119efd1e56ade44.dir
-      size: 37095
+      md5: f0d462fe6b1a856a827409a745539285.dir
+      size: 36169
       nfiles: 2
     - path: generate_metrics.py
       hash: md5
@@ -96,5 +96,5 @@ stages:
     outs:
     - path: metrics/metrics.json
       hash: md5
-      md5: 448cfa9c5f954b50fd944b8e322534af
-      size: 181
+      md5: 3c9306e992b07491ff7e642949d6bc47
+      size: 182