diff --git a/environment.yaml b/environment.yaml
index 42dc41cf6e..93a6466902 100644
--- a/environment.yaml
+++ b/environment.yaml
@@ -13,7 +13,7 @@ dependencies:
   - r-devtools
   - pip:
     - wheel
-    - sphinx
+    - sphinx==4.2.0
     - sphinx_rtd_theme
     - coverage
     - pytest
diff --git a/pipeline.yaml b/pipeline.yaml
index c3b965a7f6..31eab83508 100644
--- a/pipeline.yaml
+++ b/pipeline.yaml
@@ -56,6 +56,7 @@ jobs:
         azureSubscription: 'MMLSpark Build'
         keyVaultName: mmlspark-keys
     - bash: |
+        set -e
         source activate synapseml
         sbt packagePython
         sbt publishBlob publishDocs publishR publishPython
@@ -71,7 +72,9 @@ jobs:
         PGP-PRIVATE: $(pgp-private)
         PGP-PUBLIC: $(pgp-public)
         PGP-PW: $(pgp-pw)
-    - bash: sbt publishBadges
+    - bash: |
+        set -e
+        sbt publishBadges
       condition: and(succeeded(), eq(variables['Build.SourceBranch'], 'refs/heads/master'))
       displayName: Publish Badges
       env:
@@ -98,6 +101,7 @@ jobs:
         azureSubscription: 'MMLSpark Build'
         keyVaultName: mmlspark-keys
     - bash: |
+        set -e
         source activate synapseml
         sbt packagePython
         sbt publishBlob
@@ -139,8 +143,9 @@ jobs:
         azureSubscription: 'MMLSpark Build'
         keyVaultName: mmlspark-keys
     - bash: |
+        set -e
         source activate synapseml
-        jupyter nbconvert --to script ./notebooks/*.ipynb*
+        jupyter nbconvert --to script ./notebooks/features/*/*.ipynb*
         sbt packagePython
         sbt publishBlob
       displayName: Publish Blob Artifacts
@@ -246,6 +251,7 @@ jobs:
         echo '##vso[task.setvariable variable=tag]'$(git tag -l --points-at HEAD)
       displayName: 'Get Git Tag'
     - bash: |
+        set -e
         wget https://github.com/git-chglog/git-chglog/releases/download/0.8.0/git-chglog_linux_amd64
         chmod +x git-chglog_linux_amd64
         ./git-chglog_linux_amd64 -o CHANGELOG.md $TAG
@@ -274,6 +280,7 @@ jobs:
         azureSubscription: 'MMLSpark Build'
         keyVaultName: mmlspark-keys
     - bash: |
+        set -e
         source activate synapseml
         sbt publishPypi
       condition: startsWith(variables['tag'], 'v')
@@ -327,6 +334,7 @@ jobs:
         keyVaultName: mmlspark-keys
       condition: succeededOrFailed()
     - bash: |
+        set -e
         curl -s https://codecov.io/bash > .codecov
         chmod +x .codecov
         echo "Starting Codecov Upload"
@@ -377,6 +385,7 @@ jobs:
         keyVaultName: mmlspark-keys
       condition: succeededOrFailed()
     - bash: |
+        set -e
         curl -s https://codecov.io/bash > .codecov
         chmod +x .codecov
         echo "Starting Codecov Upload"
@@ -424,6 +433,7 @@ jobs:
         keyVaultName: mmlspark-keys
       condition: succeededOrFailed()
     - bash: |
+        set -e
         curl -s https://codecov.io/bash > .codecov
         chmod +x .codecov
         echo "Starting Codecov Upload"
@@ -460,12 +470,14 @@ jobs:
           source activate synapseml
           sbt convertNotebooks
     - bash: |
+        set -e
         yarn install
         cd website
         yarn
         yarn build
       displayName: 'yarn install and build'
     - bash: |
+        set -e
         git config --global user.name "${GH_NAME}"
         git config --global user.email "${GH_EMAIL}"
         git checkout -b main
@@ -594,6 +606,7 @@ jobs:
         keyVaultName: mmlspark-keys
       condition: succeededOrFailed()
     - bash: |
+        set -e
         curl -s https://codecov.io/bash > .codecov
         chmod +x .codecov
         echo "Starting Codecov Upload"
diff --git a/project/CodegenPlugin.scala b/project/CodegenPlugin.scala
index b1ddcccc14..dfc15c81d9 100644
--- a/project/CodegenPlugin.scala
+++ b/project/CodegenPlugin.scala
@@ -224,7 +224,7 @@ object CodegenPlugin extends AutoPlugin {
       artifactPath.in(packageBin).in(Compile).value.getParentFile
     },
     mergePyCodeDir := {
-      join(baseDirectory.value.getParent, "target", "scala-2.12", "sbt-1.0", "generated")
+      join(baseDirectory.value.getParent, "target", "scala-2.12", "generated")
     },
     codegenDir := {
       join(targetDir.value, "generated")
diff --git a/website/docs/documentation/estimators/_LightGBM.md b/website/docs/documentation/estimators/_LightGBM.md
index 3fdb32209f..26fea2654c 100644
--- a/website/docs/documentation/estimators/_LightGBM.md
+++ b/website/docs/documentation/estimators/_LightGBM.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## LightGBMClassifier
 
@@ -87,27 +69,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -159,27 +122,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/estimators/_VW.md b/website/docs/documentation/estimators/_VW.md
index 5c658d789d..ca108aed1a 100644
--- a/website/docs/documentation/estimators/_VW.md
+++ b/website/docs/documentation/estimators/_VW.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## VowpalWabbitRegressor
 
@@ -84,27 +66,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/estimators/core/_AutoML.md b/website/docs/documentation/estimators/core/_AutoML.md
index 0b7d131423..0f6a009c6a 100644
--- a/website/docs/documentation/estimators/core/_AutoML.md
+++ b/website/docs/documentation/estimators/core/_AutoML.md
@@ -2,26 +2,6 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-``` 
--->
 
 ## AutoML
 
@@ -143,27 +123,6 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/estimators/core/_Featurize.md b/website/docs/documentation/estimators/core/_Featurize.md
index 60092a70da..3f5dbfbaea 100644
--- a/website/docs/documentation/estimators/core/_Featurize.md
+++ b/website/docs/documentation/estimators/core/_Featurize.md
@@ -2,26 +2,6 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
 
 ## Featurize
 
@@ -112,27 +92,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -189,27 +150,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -277,27 +219,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -352,27 +275,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/estimators/core/_IsolationForest.md b/website/docs/documentation/estimators/core/_IsolationForest.md
index 8d66c167f2..7153fe995d 100644
--- a/website/docs/documentation/estimators/core/_IsolationForest.md
+++ b/website/docs/documentation/estimators/core/_IsolationForest.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## Isolation Forest
 
diff --git a/website/docs/documentation/estimators/core/_NN.md b/website/docs/documentation/estimators/core/_NN.md
index 5aa5dcae50..4b917bd8ff 100644
--- a/website/docs/documentation/estimators/core/_NN.md
+++ b/website/docs/documentation/estimators/core/_NN.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## NN
 
@@ -76,27 +58,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/estimators/core/_Recommendation.md b/website/docs/documentation/estimators/core/_Recommendation.md
index 9135ee55bf..3c4c4b5924 100644
--- a/website/docs/documentation/estimators/core/_Recommendation.md
+++ b/website/docs/documentation/estimators/core/_Recommendation.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## Recommendation
 
@@ -244,27 +226,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/estimators/core/_Stages.md b/website/docs/documentation/estimators/core/_Stages.md
index a9c2822e1e..0d2b1a2c1a 100644
--- a/website/docs/documentation/estimators/core/_Stages.md
+++ b/website/docs/documentation/estimators/core/_Stages.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## Stages
 
@@ -100,27 +82,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -186,27 +149,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/estimators/core/_Train.md b/website/docs/documentation/estimators/core/_Train.md
index 7cb0e687a0..7bae6555ab 100644
--- a/website/docs/documentation/estimators/core/_Train.md
+++ b/website/docs/documentation/estimators/core/_Train.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## Train
 
@@ -112,27 +94,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/_OpenCV.md b/website/docs/documentation/transformers/_OpenCV.md
index 22f8e85360..49744e75f0 100644
--- a/website/docs/documentation/transformers/_OpenCV.md
+++ b/website/docs/documentation/transformers/_OpenCV.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## ImageTransformer
 
@@ -88,26 +70,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/_VW.md b/website/docs/documentation/transformers/_VW.md
index deb56683a8..1f46e7e9a1 100644
--- a/website/docs/documentation/transformers/_VW.md
+++ b/website/docs/documentation/transformers/_VW.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## VectorZipper
 
@@ -112,26 +94,8 @@ values={[
 <TabItem value="py">
 
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -178,26 +142,8 @@ values={[
 <TabItem value="py">
 
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -246,26 +192,8 @@ values={[
 <TabItem value="py">
 
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/cognitive/_AnomalyDetection.md b/website/docs/documentation/transformers/cognitive/_AnomalyDetection.md
index 0f5e9a12a1..7aaa87ebcf 100644
--- a/website/docs/documentation/transformers/cognitive/_AnomalyDetection.md
+++ b/website/docs/documentation/transformers/cognitive/_AnomalyDetection.md
@@ -2,27 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-``` 
--->
+
+
 
 ## Anomaly Detection
 
@@ -136,27 +117,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -254,27 +216,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/cognitive/_AzureSearch.md b/website/docs/documentation/transformers/cognitive/_AzureSearch.md
index adbc038426..05dae98558 100644
--- a/website/docs/documentation/transformers/cognitive/_AzureSearch.md
+++ b/website/docs/documentation/transformers/cognitive/_AzureSearch.md
@@ -2,30 +2,6 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!--
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-os.environ["PYSPARK_PYTHON"] = "python"
-os.environ["PYSPARK_DRIVER_PYTHON"] = "jupyter"
-os.environ["PYSPARK_DRIVER_PYTHON_OPTS"] = "notebook"
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
 
 ## Azure Search
 
diff --git a/website/docs/documentation/transformers/cognitive/_BingImageSearch.md b/website/docs/documentation/transformers/cognitive/_BingImageSearch.md
index a80fe56213..d3eb0b2000 100644
--- a/website/docs/documentation/transformers/cognitive/_BingImageSearch.md
+++ b/website/docs/documentation/transformers/cognitive/_BingImageSearch.md
@@ -2,30 +2,6 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!--
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-os.environ["PYSPARK_PYTHON"] = "python"
-os.environ["PYSPARK_DRIVER_PYTHON"] = "jupyter"
-os.environ["PYSPARK_DRIVER_PYTHON_OPTS"] = "notebook"
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
 
 ## Bing Image Search
 
diff --git a/website/docs/documentation/transformers/cognitive/_ComputerVision.md b/website/docs/documentation/transformers/cognitive/_ComputerVision.md
index 03e87b1323..ab3c4b83a3 100644
--- a/website/docs/documentation/transformers/cognitive/_ComputerVision.md
+++ b/website/docs/documentation/transformers/cognitive/_ComputerVision.md
@@ -2,27 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-``` 
--->
+
+
 
 ## Computer Vision
 
@@ -99,27 +80,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -191,27 +153,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -280,27 +223,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -367,27 +291,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -450,27 +355,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -537,27 +423,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -618,27 +485,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/cognitive/_Face.md b/website/docs/documentation/transformers/cognitive/_Face.md
index 33f4e0cf28..d2f0ed4616 100644
--- a/website/docs/documentation/transformers/cognitive/_Face.md
+++ b/website/docs/documentation/transformers/cognitive/_Face.md
@@ -2,27 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-``` 
--->
+
+
 
 ## Face
 
@@ -104,27 +85,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -216,27 +178,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -326,27 +269,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -401,27 +325,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/cognitive/_FormRecognizer.md b/website/docs/documentation/transformers/cognitive/_FormRecognizer.md
index 655d7bb646..5ec86fa76d 100644
--- a/website/docs/documentation/transformers/cognitive/_FormRecognizer.md
+++ b/website/docs/documentation/transformers/cognitive/_FormRecognizer.md
@@ -2,27 +2,6 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, flatten, regexp_replace, explode, create_map, lit
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-``` 
--->
 
 ## Form Recognizer
 
@@ -104,27 +83,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -189,27 +149,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -272,27 +213,6 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct, explode
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
 
 <!--pytest-codeblocks:cont-->
 
@@ -358,27 +278,6 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct, explode
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
 
 <!--pytest-codeblocks:cont-->
 
@@ -444,27 +343,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -537,27 +417,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -624,27 +485,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/cognitive/_SpeechToText.md b/website/docs/documentation/transformers/cognitive/_SpeechToText.md
index 56b6af5225..d5dba97d92 100644
--- a/website/docs/documentation/transformers/cognitive/_SpeechToText.md
+++ b/website/docs/documentation/transformers/cognitive/_SpeechToText.md
@@ -2,27 +2,6 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-``` 
--->
 
 ## Speech To Text
 
@@ -105,27 +84,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/cognitive/_TextAnalytics.md b/website/docs/documentation/transformers/cognitive/_TextAnalytics.md
index 7f3c9503de..882e1abf2d 100644
--- a/website/docs/documentation/transformers/cognitive/_TextAnalytics.md
+++ b/website/docs/documentation/transformers/cognitive/_TextAnalytics.md
@@ -2,27 +2,6 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-``` 
--->
 
 ## Text Analytics
 
@@ -99,27 +78,6 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
 
 <!--pytest-codeblocks:cont-->
 
@@ -186,27 +144,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -275,27 +214,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -359,27 +279,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -446,27 +347,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/cognitive/_Translator.md b/website/docs/documentation/transformers/cognitive/_Translator.md
index 3e68c3d9e9..1e14de7703 100644
--- a/website/docs/documentation/transformers/cognitive/_Translator.md
+++ b/website/docs/documentation/transformers/cognitive/_Translator.md
@@ -2,27 +2,6 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, flatten
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-``` 
--->
 
 ## Translator
 
@@ -106,27 +85,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -200,27 +160,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -286,27 +227,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -372,27 +294,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -464,27 +367,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import *
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -552,27 +436,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-from pyspark.sql.functions import col, collect_list, lit, sort_array, struct
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/core/_Explainers.md b/website/docs/documentation/transformers/core/_Explainers.md
index 573250e81a..dbe6bcf076 100644
--- a/website/docs/documentation/transformers/core/_Explainers.md
+++ b/website/docs/documentation/transformers/core/_Explainers.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## Explainers
 
@@ -96,26 +78,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -181,26 +145,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -273,26 +219,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -363,26 +291,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -443,26 +353,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -521,26 +413,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -621,26 +495,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/core/_Featurize.md b/website/docs/documentation/transformers/core/_Featurize.md
index bd61b8fb56..82beef09ba 100644
--- a/website/docs/documentation/transformers/core/_Featurize.md
+++ b/website/docs/documentation/transformers/core/_Featurize.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## Featurize
 
@@ -92,26 +74,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -175,26 +139,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -271,26 +217,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/core/_IO.md b/website/docs/documentation/transformers/core/_IO.md
index 8a7e38c526..19569f157a 100644
--- a/website/docs/documentation/transformers/core/_IO.md
+++ b/website/docs/documentation/transformers/core/_IO.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## IO
 
@@ -87,26 +69,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -158,26 +122,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -221,26 +167,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -286,26 +214,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -347,26 +257,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -409,26 +301,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/core/_Image.md b/website/docs/documentation/transformers/core/_Image.md
index 6e8984a230..3d6c452145 100644
--- a/website/docs/documentation/transformers/core/_Image.md
+++ b/website/docs/documentation/transformers/core/_Image.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## Image
 
@@ -90,26 +72,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -179,26 +143,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/core/_Stages.md b/website/docs/documentation/transformers/core/_Stages.md
index 4a97eae2e5..b8cc3a0ac1 100644
--- a/website/docs/documentation/transformers/core/_Stages.md
+++ b/website/docs/documentation/transformers/core/_Stages.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## Stages
 
@@ -105,26 +87,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -178,26 +142,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -259,26 +205,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -332,26 +260,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -416,26 +326,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -482,26 +374,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -543,26 +417,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -612,26 +468,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -681,26 +519,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -754,26 +574,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -845,26 +647,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -918,26 +702,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -1007,26 +773,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -1080,26 +828,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -1173,26 +903,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
@@ -1258,26 +970,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/core/_SuperpixelTransformer.md b/website/docs/documentation/transformers/core/_SuperpixelTransformer.md
index 622ffea5e0..1c7c06890d 100644
--- a/website/docs/documentation/transformers/core/_SuperpixelTransformer.md
+++ b/website/docs/documentation/transformers/core/_SuperpixelTransformer.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## LIME
 
diff --git a/website/docs/documentation/transformers/core/_Train.md b/website/docs/documentation/transformers/core/_Train.md
index e00aa728cf..7247fc87f2 100644
--- a/website/docs/documentation/transformers/core/_Train.md
+++ b/website/docs/documentation/transformers/core/_Train.md
@@ -2,26 +2,8 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 ## Train
 
@@ -92,26 +74,8 @@ values={[
 ]}>
 <TabItem value="py">
 
-<!-- 
-```python
-import pyspark
-import os
-import json
-from IPython.display import display
-
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-
-def getSecret(secretName):
-        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
-        value = json.loads(os.popen(get_secret_cmd).read())["value"]
-        return value
-
-import synapse.ml
-```
--->
+
+
 
 <!--pytest-codeblocks:cont-->
 
diff --git a/website/docs/documentation/transformers/deep_learning/_ONNXModel.md b/website/docs/documentation/transformers/deep_learning/_ONNXModel.md
index e10f0fb789..84fd7f1df6 100644
--- a/website/docs/documentation/transformers/deep_learning/_ONNXModel.md
+++ b/website/docs/documentation/transformers/deep_learning/_ONNXModel.md
@@ -2,16 +2,6 @@ import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 import DocTable from "@theme/DocumentationTable";
 
-<!-- 
-```python
-import pyspark
-import os
-spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
-        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
-        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
-        .getOrCreate())
-``` 
--->
 
 ## ONNXModel
 
@@ -24,14 +14,13 @@ values={[
 <TabItem value="py">
 
 ```py
-import synapse.ml
 from synapse.ml.onnx import ONNXModel
 
 model_path = "PUT_YOUR_MODEL_PATH"
 onnx_ml = (ONNXModel()
             .setModelLocation(model_path)
             .setFeedDict({"float_input": "features"})
-            .setFetchDict({"prediction": "output_label", "rawProbability": "output_probability"})
+            .setFetchDict({"prediction": "output_label", "rawProbability": "output_probability"}))
 ```
 
 </TabItem>
@@ -41,10 +30,10 @@ onnx_ml = (ONNXModel()
 import com.microsoft.azure.synapse.ml.onnx._
 
 val model_path = "PUT_YOUR_MODEL_PATH"
-val onnx_ml = new ONNXModel()
+val onnx_ml = (new ONNXModel()
                   .setModelLocation(model_path)
                   .setFeedDict(Map("float_input" -> "features"))
-                  .setFetchDict(Map("prediction" -> "output_label", "rawProbability" -> "output_probability"))
+                  .setFetchDict(Map("prediction" -> "output_label", "rawProbability" -> "output_probability")))
 ```
 
 </TabItem>
diff --git a/website/doctest.py b/website/doctest.py
index 94f85f508c..f8eab83225 100644
--- a/website/doctest.py
+++ b/website/doctest.py
@@ -1,8 +1,61 @@
+import io
 import os
+import re
+
+
+def add_python_helper_to_markdown(folder, md):
+    replacement = """<!-- 
+```python
+import pyspark
+import os
+import json
+from IPython.display import display
+from pyspark.sql.functions import *
+
+os.environ["PYSPARK_PYTHON"] = "python"
+os.environ["PYSPARK_DRIVER_PYTHON"] = "jupyter"
+os.environ["PYSPARK_DRIVER_PYTHON_OPTS"] = "notebook"
+
+spark = (pyspark.sql.SparkSession.builder.appName("MyApp")
+        .config("spark.jars.packages", "com.microsoft.azure:synapseml:0.9.2")
+        .config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven")
+        .getOrCreate())
+
+def getSecret(secretName):
+        get_secret_cmd = 'az keyvault secret show --vault-name mmlspark-build-keys --name {}'.format(secretName)
+        value = json.loads(os.popen(get_secret_cmd).read())["value"]
+        return value
+
+import synapse.ml
+```
+-->
+
+<!--pytest-codeblocks:cont-->"""
+    with io.open(os.path.join(folder, md), "r+", encoding="utf-8") as f:
+        content = f.read()
+        f.truncate(0)
+        content = re.sub("<!--pytest-codeblocks:cont-->", replacement, content)
+        f.seek(0, 0)
+        f.write(content)
+        f.close()
+
+
+def iterate_over_documentation(folder):
+    
+    cur_folders = [folder]
+    while cur_folders:
+        cur_dir = cur_folders.pop(0)
+        for file in os.listdir(cur_dir):
+            if os.path.isdir(os.path.join(cur_dir, file)):
+                cur_folders.append(os.path.join(cur_dir, file))
+            else:
+                if file.startswith("_"):
+                    add_python_helper_to_markdown(cur_dir, file)
 
 def main():
     cur_path = os.getcwd()
     folder = os.path.join(cur_path, "website", "docs", "documentation")
+    iterate_over_documentation(folder)
     os.chdir(folder)
     os.system("pytest --codeblocks --junit-xml={}".format(os.path.join(cur_path, "target", "website-test-result.xml")))
 
diff --git a/website/src/pages/index.module.css b/website/src/pages/index.module.css
index 2e8b706904..e263691288 100644
--- a/website/src/pages/index.module.css
+++ b/website/src/pages/index.module.css
@@ -45,7 +45,6 @@
 
 .announcementDark {
   background-color: transparent;
-  color: #fff;
 }
 
 .announcementInner {