From 8a9fc8816fc331ef81734f36dc82ae83e8240722 Mon Sep 17 00:00:00 2001
From: duk-amz <94886526+duk-amz@users.noreply.github.com>
Date: Sat, 27 Aug 2022 07:36:44 +1000
Subject: [PATCH] Updated the serialisation function for CSV

Fixed string formatting issue for inference
---
 .../train register and deploy a pipeline model.ipynb          | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/sagemaker-pipelines/tabular/train-register-deploy-pipeline-model/train register and deploy a pipeline model.ipynb b/sagemaker-pipelines/tabular/train-register-deploy-pipeline-model/train register and deploy a pipeline model.ipynb
index 2fbf96183d..2b7f52f0ef 100644
--- a/sagemaker-pipelines/tabular/train-register-deploy-pipeline-model/train register and deploy a pipeline model.ipynb	
+++ b/sagemaker-pipelines/tabular/train-register-deploy-pipeline-model/train register and deploy a pipeline model.ipynb	
@@ -1130,7 +1130,7 @@
     "data = data.drop(\"medianHouseValue\", axis=1)\n",
     "\n",
     "pred_count = 10\n",
-    "payload = data.iloc[:pred_count].to_string(header=False, index=False).replace(\"  \", \",\")\n",
+    "payload = data.iloc[:pred_count].to_csv(header=False, index=False)\n",
     "p = predictor.predict(payload, initial_args={\"ContentType\": \"text/csv\"})\n",
     "print(p.decode(\"utf-8\"))"
    ]
@@ -1231,4 +1231,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
\ No newline at end of file
+}