From 9e2738f908b2736e57f5c7e86035c7cb61271dad Mon Sep 17 00:00:00 2001
From: atqy <atqy@amazon.com>
Date: Fri, 12 Aug 2022 22:43:16 +0000
Subject: [PATCH 1/3] enable optional steps to avoid error being raised in
 scikit_learn_data_processing_and_model_evaluation.ipynb

---
 ...arn_data_processing_and_model_evaluation.ipynb | 15 +++++++++++----
 1 file changed, 11 insertions(+), 4 deletions(-)

diff --git a/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb b/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb
index 212ea4bf70..bcdb24cd86 100644
--- a/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb
+++ b/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb
@@ -552,7 +552,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "run_optional_steps = False"
+    "run_optional_steps = True"
    ]
   },
   {
@@ -692,14 +692,21 @@
     "script_processor_job_description = script_processor.jobs[-1].describe()\n",
     "print(script_processor_job_description)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "instance_type": "ml.t3.medium",
   "kernelspec": {
-   "display_name": "Python 3 (Data Science)",
+   "display_name": "conda_python3",
    "language": "python",
-   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-1:081325390199:image/datascience-1.0"
+   "name": "conda_python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -711,7 +718,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.6.13"
   }
  },
  "nbformat": 4,

From 8099d848becc68ee14f4773b236d40d67b637fe7 Mon Sep 17 00:00:00 2001
From: atqy <atqy@amazon.com>
Date: Sat, 13 Aug 2022 08:00:01 +0000
Subject: [PATCH 2/3] edit markdown

---
 ...it_learn_data_processing_and_model_evaluation.ipynb | 10 +---------
 1 file changed, 1 insertion(+), 9 deletions(-)

diff --git a/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb b/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb
index bcdb24cd86..5ac1873629 100644
--- a/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb
+++ b/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb
@@ -542,8 +542,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "By default optional steps do not run automatically, set `run_optional_steps` to True if you want to \n",
-    "execute optional steps"
+    "By default optional steps run automatically, set `run_optional_steps` to False if you don't want to execute optional steps"
    ]
   },
   {
@@ -692,13 +691,6 @@
     "script_processor_job_description = script_processor.jobs[-1].describe()\n",
     "print(script_processor_job_description)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {

From 5ed0367228d18b0ae83880ea07cc166a8091f9f8 Mon Sep 17 00:00:00 2001
From: atqy <atqy@amazon.com>
Date: Tue, 16 Aug 2022 00:31:35 +0000
Subject: [PATCH 3/3] reformat

---
 .../scikit_learn_data_processing_and_model_evaluation.ipynb   | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb b/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb
index 5ac1873629..d351b0cc54 100644
--- a/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb
+++ b/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb
@@ -461,14 +461,14 @@
     "from sagemaker.processing import FrameworkProcessor\n",
     "\n",
     "est_cls = sagemaker.sklearn.estimator.SKLearn\n",
-    "framework_version_str=\"0.20.0\"\n",
+    "framework_version_str = \"0.20.0\"\n",
     "\n",
     "script_processor = FrameworkProcessor(\n",
     "    role=role,\n",
     "    instance_count=1,\n",
     "    instance_type=\"ml.m5.xlarge\",\n",
     "    estimator_cls=est_cls,\n",
-    "    framework_version=framework_version_str\n",
+    "    framework_version=framework_version_str,\n",
     ")"
    ]
   },