From 7719dd4f84ee5431fae671a0ec65f57acc7fc452 Mon Sep 17 00:00:00 2001
From: Michael Duong <michaelduong22@gmail.com>
Date: Wed, 9 Oct 2024 12:56:33 +0100
Subject: [PATCH] new heat model with new uvalue generation

---
 .../src/pipeline/configs/settings.yaml        |  3 +-
 modules/ml-pipeline/src/pipeline/dvc.lock     | 48 +++++++++----------
 2 files changed, 26 insertions(+), 25 deletions(-)

diff --git a/modules/ml-pipeline/src/pipeline/configs/settings.yaml b/modules/ml-pipeline/src/pipeline/configs/settings.yaml
index c25c512..1d031cc 100644
--- a/modules/ml-pipeline/src/pipeline/configs/settings.yaml
+++ b/modules/ml-pipeline/src/pipeline/configs/settings.yaml
@@ -19,7 +19,8 @@ default:
     input_dataclient_type: aws-s3
     output_dataclient_type: local
     # data_filepath: s3://retrofit-data-dev/sap_change_model/2024-06-09-10-36-53/dataset_rooms.parquet
-    data_filepath: s3://retrofit-data-dev/sap_change_model/2024-10-03-22-57-23/dataset_rooms.parquet
+    # data_filepath: s3://retrofit-data-dev/sap_change_model/2024-10-03-22-57-23/dataset_rooms.parquet
+    data_filepath: s3://retrofit-data-dev/sap_change_model/2024-10-08-21-58-03/dataset_rooms.parquet
     train_proportion: 0.9
     output_train_filepath: ./data/prepared_data/train.parquet
     output_test_filepath: ./data/prepared_data/test.parquet
diff --git a/modules/ml-pipeline/src/pipeline/dvc.lock b/modules/ml-pipeline/src/pipeline/dvc.lock
index 2150976..06ecb77 100644
--- a/modules/ml-pipeline/src/pipeline/dvc.lock
+++ b/modules/ml-pipeline/src/pipeline/dvc.lock
@@ -46,7 +46,7 @@ stages:
         default.feature_processor.feature_processor_config.target: heat_demand_ending
         default.feature_processor.feature_processor_type: dataframe
         default.prepare_data.data_filepath:
-          s3://retrofit-data-dev/sap_change_model/2024-10-03-22-57-23/dataset_rooms.parquet
+          s3://retrofit-data-dev/sap_change_model/2024-10-08-21-58-03/dataset_rooms.parquet
         default.prepare_data.input_dataclient_type: aws-s3
         default.prepare_data.output_dataclient_type: local
         default.prepare_data.output_test_filepath: ./data/prepared_data/test.parquet
@@ -55,8 +55,8 @@ stages:
     outs:
     - path: data/prepared_data/
       hash: md5
-      md5: ac22171e3434233359d3ee05ae82d098.dir
-      size: 41096450
+      md5: a2a418c9b72ef168dcc94f8bca824527.dir
+      size: 41112441
       nfiles: 2
   build_model:
     cmd: python 2_build_model.py
@@ -67,8 +67,8 @@ stages:
       size: 4820
     - path: data/prepared_data
       hash: md5
-      md5: ac22171e3434233359d3ee05ae82d098.dir
-      size: 41096450
+      md5: a2a418c9b72ef168dcc94f8bca824527.dir
+      size: 41112441
       nfiles: 2
     params:
       configs/build_model.yaml:
@@ -100,18 +100,18 @@ stages:
     outs:
     - path: data/fit_predictions/
       hash: md5
-      md5: 58956584afc6939113016c1d252ec199.dir
-      size: 3126151
+      md5: a7df97430fe3f5eff6f15cb2d2431e50.dir
+      size: 3125410
       nfiles: 1
     - path: data/model/
       hash: md5
-      md5: 68865aace24ff0aa9241ffcec1f465eb.dir
-      size: 714713875
-      nfiles: 35
+      md5: f2dfac63cb8f16cf81ec7f058b38dc26.dir
+      size: 564562493
+      nfiles: 36
     - path: metrics/fit_metrics.json
       hash: md5
-      md5: 7eb0b3080018ec5a30e2ddc77c3eab91
-      size: 223
+      md5: b87b67933d6489d508c4c72f1b543e85
+      size: 222
   generate_predictions:
     cmd: python 3_generate_predictions.py
     deps:
@@ -121,13 +121,13 @@ stages:
       size: 2464
     - path: data/model
       hash: md5
-      md5: 68865aace24ff0aa9241ffcec1f465eb.dir
-      size: 714713875
-      nfiles: 35
+      md5: f2dfac63cb8f16cf81ec7f058b38dc26.dir
+      size: 564562493
+      nfiles: 36
     - path: data/prepared_data
       hash: md5
-      md5: ac22171e3434233359d3ee05ae82d098.dir
-      size: 41096450
+      md5: a2a418c9b72ef168dcc94f8bca824527.dir
+      size: 41112441
       nfiles: 2
     params:
       configs/settings.yaml:
@@ -139,8 +139,8 @@ stages:
     outs:
     - path: data/predictions/
       hash: md5
-      md5: 28cc6fbd43a3645ed02fc98ce51a809a.dir
-      size: 426349
+      md5: 4def629396860398d224fa175e33d90f.dir
+      size: 426281
       nfiles: 1
   generate_metrics:
     cmd: python 4_generate_metrics.py
@@ -151,13 +151,13 @@ stages:
       size: 3447
     - path: data/predictions
       hash: md5
-      md5: 28cc6fbd43a3645ed02fc98ce51a809a.dir
-      size: 426349
+      md5: 4def629396860398d224fa175e33d90f.dir
+      size: 426281
       nfiles: 1
     - path: data/prepared_data
       hash: md5
-      md5: ac22171e3434233359d3ee05ae82d098.dir
-      size: 41096450
+      md5: a2a418c9b72ef168dcc94f8bca824527.dir
+      size: 41112441
       nfiles: 2
     params:
       configs/settings.yaml:
@@ -167,7 +167,7 @@ stages:
     outs:
     - path: metrics/metrics.json
       hash: md5
-      md5: d80f216a55a99847174a7c44c011fe82
+      md5: 63b75a4ae4c760df62597e7145f87452
       size: 223
   generate_scenerio_metrics:
     cmd: python 5_generate_scenarios.py