Pushed from Domino: https://ykb.domino-eval.com/workspace/petter/mlop…

…s-best-practices?executionId=6734940e0b77b232dfd8c697
dominodatalab · Nov 15, 2024 · 7bb0788 · 7bb0788
1 parent 20b01d2
commit 7bb0788
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Showing 8 changed files with 45 additions and 612 deletions.
diff --git a/scripts/test.txt → .Trash-12574/files/test.txt b/scripts/test.txt → .Trash-12574/files/test.txt
diff --git a/.Trash-12574/info/test.txt.trashinfo b/.Trash-12574/info/test.txt.trashinfo
@@ -0,0 +1,3 @@
+[Trash Info]
+Path=scripts/test.txt
+DeletionDate=2024-11-15T11:10:25
diff --git a/.ipynb_checkpoints/EDA_code-checkpoint.ipynb b/.ipynb_checkpoints/EDA_code-checkpoint.ipynb
diff --git a/EDA_code.ipynb b/EDA_code.ipynb
diff --git a/apps/.ipynb_checkpoints/lead_gen-checkpoint.R b/apps/.ipynb_checkpoints/lead_gen-checkpoint.R
@@ -53,14 +53,16 @@ prediction <- function(inpFeat1, inpFeat2, inpFeat3, inpFeat4, inpFeat5) {
   inpFeat3 <- as.numeric(inpFeat3)
   inpFeat4 <- as.numeric(inpFeat4)
   inpFeat5 <- as.numeric(inpFeat5)
-
+
+  # Payload Design: 'LIMIT_BAL', 'PAY_4', 'PAY_3', 'PAY_2', 'PAY_0', 'DEFAULT'  
   payload <- toJSON(list(
     data = list(
-      density = sprintf("%.2f", as.numeric(inpFeat1)),
-      volatile_acidity = sprintf("%.2f", as.numeric(inpFeat2)),
-      chlorides = sprintf("%.2f", as.numeric(inpFeat3)),
-      is_red = as.numeric(inpFeat4),  # Assuming this is intended to be an integer
-      alcohol = sprintf("%.2f", as.numeric(inpFeat5))  # Forces float representation
+      LIMIT_BAL = sprintf("%.2f", as.numeric(inpFeat1)),
+      PAY_4 = sprintf("%.2f", as.numeric(inpFeat2)),
+      PAY_3 = sprintf("%.2f", as.numeric(inpFeat3)),
+      PAY_2 = as.numeric(inpFeat4),  # Assuming this is intended to be an integer
+      PAY_0 = sprintf("%.2f", as.numeric(inpFeat5))  # Forces float representation
+      DEFAULT = sprintf("%.2f", as.numeric(inpFeat5))  # Forces float representation
     )
   ), auto_unbox = TRUE)
 

diff --git a/apps/lead_gen.R b/apps/lead_gen.R
@@ -53,14 +53,16 @@ prediction <- function(inpFeat1, inpFeat2, inpFeat3, inpFeat4, inpFeat5) {
   inpFeat3 <- as.numeric(inpFeat3)
   inpFeat4 <- as.numeric(inpFeat4)
   inpFeat5 <- as.numeric(inpFeat5)
-
+
+  # Payload Design: 'LIMIT_BAL', 'PAY_4', 'PAY_3', 'PAY_2', 'PAY_0', 'DEFAULT'  
   payload <- toJSON(list(
     data = list(
-      density = sprintf("%.2f", as.numeric(inpFeat1)),
-      volatile_acidity = sprintf("%.2f", as.numeric(inpFeat2)),
-      chlorides = sprintf("%.2f", as.numeric(inpFeat3)),
-      is_red = as.numeric(inpFeat4),  # Assuming this is intended to be an integer
-      alcohol = sprintf("%.2f", as.numeric(inpFeat5))  # Forces float representation
+      LIMIT_BAL = sprintf("%.2f", as.numeric(inpFeat1)),
+      PAY_4 = sprintf("%.2f", as.numeric(inpFeat2)),
+      PAY_3 = sprintf("%.2f", as.numeric(inpFeat3)),
+      PAY_2 = as.numeric(inpFeat4),  # Assuming this is intended to be an integer
+      PAY_0 = sprintf("%.2f", as.numeric(inpFeat5))  # Forces float representation
+      DEFAULT = sprintf("%.2f", as.numeric(inpFeat5))  # Forces float representation
     )
   ), auto_unbox = TRUE)
 

diff --git a/demo.png b/demo.png
diff --git a/scripts/.ipynb_checkpoints/test-checkpoint.txt b/scripts/.ipynb_checkpoints/test-checkpoint.txt