diff --git a/_layouts/global.html b/_layouts/global.html
index 32e64b6..19755a7 100644
--- a/_layouts/global.html
+++ b/_layouts/global.html
@@ -69,6 +69,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="{{site.baseurl}}/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="{{site.baseurl}}/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="{{site.baseurl}}/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="{{site.baseurl}}/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="{{site.baseurl}}/graphx/">GraphX (graph)</a></li>
diff --git a/images/spark-connect1.png b/images/spark-connect1.png
new file mode 100644
index 0000000..6de0a06
--- /dev/null
+++ b/images/spark-connect1.png
Binary files differ
diff --git a/images/spark-connect2.png b/images/spark-connect2.png
new file mode 100644
index 0000000..3b35b61
--- /dev/null
+++ b/images/spark-connect2.png
Binary files differ
diff --git a/site/committers.html b/site/committers.html
index a6226fb..2636458 100644
--- a/site/committers.html
+++ b/site/committers.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/community.html b/site/community.html
index 86e3562..6eb4341 100644
--- a/site/community.html
+++ b/site/community.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/contributing.html b/site/contributing.html
index ad66b25..44de8d6 100644
--- a/site/contributing.html
+++ b/site/contributing.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/developer-tools.html b/site/developer-tools.html
index 6b89257..d304f82 100644
--- a/site/developer-tools.html
+++ b/site/developer-tools.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/documentation.html b/site/documentation.html
index df1e612..5fcfe03 100644
--- a/site/documentation.html
+++ b/site/documentation.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/downloads.html b/site/downloads.html
index ef72fe8..2d37c09 100644
--- a/site/downloads.html
+++ b/site/downloads.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/error-message-guidelines.html b/site/error-message-guidelines.html
index e1324d7..0fc2ea5 100644
--- a/site/error-message-guidelines.html
+++ b/site/error-message-guidelines.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/examples.html b/site/examples.html
index b476544..4fe0989 100644
--- a/site/examples.html
+++ b/site/examples.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/faq.html b/site/faq.html
index 706b16a..4a3a281 100644
--- a/site/faq.html
+++ b/site/faq.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/graphx/index.html b/site/graphx/index.html
index b7de5df..7c6f71a 100644
--- a/site/graphx/index.html
+++ b/site/graphx/index.html
@@ -65,6 +65,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/history.html b/site/history.html
index 3d72b70..1e08e02 100644
--- a/site/history.html
+++ b/site/history.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/images/spark-connect1.png b/site/images/spark-connect1.png
new file mode 100644
index 0000000..6de0a06
--- /dev/null
+++ b/site/images/spark-connect1.png
Binary files differ
diff --git a/site/images/spark-connect2.png b/site/images/spark-connect2.png
new file mode 100644
index 0000000..3b35b61
--- /dev/null
+++ b/site/images/spark-connect2.png
Binary files differ
diff --git a/site/improvement-proposals.html b/site/improvement-proposals.html
index 9fd2b90..1da30ff 100644
--- a/site/improvement-proposals.html
+++ b/site/improvement-proposals.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/mailing-lists.html b/site/mailing-lists.html
index b524a74..9b93a60 100644
--- a/site/mailing-lists.html
+++ b/site/mailing-lists.html
@@ -66,6 +66,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/mllib/index.html b/site/mllib/index.html
index a3928fc..0bc67a3 100644
--- a/site/mllib/index.html
+++ b/site/mllib/index.html
@@ -65,6 +65,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/3-1-3-released.html b/site/news/3-1-3-released.html
index 16b59fa..9e89aa6 100644
--- a/site/news/3-1-3-released.html
+++ b/site/news/3-1-3-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/amp-camp-2013-registration-ope.html b/site/news/amp-camp-2013-registration-ope.html
index c423e66..23b9216 100644
--- a/site/news/amp-camp-2013-registration-ope.html
+++ b/site/news/amp-camp-2013-registration-ope.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/announcing-the-first-spark-summit.html b/site/news/announcing-the-first-spark-summit.html
index 532f70c..cd08023 100644
--- a/site/news/announcing-the-first-spark-summit.html
+++ b/site/news/announcing-the-first-spark-summit.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/fourth-spark-screencast-published.html b/site/news/fourth-spark-screencast-published.html
index da8f853..6bbd9e7 100644
--- a/site/news/fourth-spark-screencast-published.html
+++ b/site/news/fourth-spark-screencast-published.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/index.html b/site/news/index.html
index 0364270..4f892ea 100644
--- a/site/news/index.html
+++ b/site/news/index.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/new-repository-service.html b/site/news/new-repository-service.html
index 1e8978f..8c6a861 100644
--- a/site/news/new-repository-service.html
+++ b/site/news/new-repository-service.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/next-official-release-spark-3.1.1.html b/site/news/next-official-release-spark-3.1.1.html
index dca58b0..ef6b763 100644
--- a/site/news/next-official-release-spark-3.1.1.html
+++ b/site/news/next-official-release-spark-3.1.1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/nsdi-paper.html b/site/news/nsdi-paper.html
index c5c8d9e..5f12124 100644
--- a/site/news/nsdi-paper.html
+++ b/site/news/nsdi-paper.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/one-month-to-spark-summit-2015.html b/site/news/one-month-to-spark-summit-2015.html
index 4a3ef25..1d3f684 100644
--- a/site/news/one-month-to-spark-summit-2015.html
+++ b/site/news/one-month-to-spark-summit-2015.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/plan-for-dropping-python-2-support.html b/site/news/plan-for-dropping-python-2-support.html
index 149c1e5..1debae2 100644
--- a/site/news/plan-for-dropping-python-2-support.html
+++ b/site/news/plan-for-dropping-python-2-support.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/proposals-open-for-spark-summit-east.html b/site/news/proposals-open-for-spark-summit-east.html
index e439125..7b1d592 100644
--- a/site/news/proposals-open-for-spark-summit-east.html
+++ b/site/news/proposals-open-for-spark-summit-east.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/registration-open-for-spark-summit-east.html b/site/news/registration-open-for-spark-summit-east.html
index 4125a4f..078433c 100644
--- a/site/news/registration-open-for-spark-summit-east.html
+++ b/site/news/registration-open-for-spark-summit-east.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/run-spark-and-shark-on-amazon-emr.html b/site/news/run-spark-and-shark-on-amazon-emr.html
index 72db60c..7b48d65 100644
--- a/site/news/run-spark-and-shark-on-amazon-emr.html
+++ b/site/news/run-spark-and-shark-on-amazon-emr.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/sigmod-system-award.html b/site/news/sigmod-system-award.html
index 617eed3..854b19a 100644
--- a/site/news/sigmod-system-award.html
+++ b/site/news/sigmod-system-award.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-6-1-and-0-5-2-released.html b/site/news/spark-0-6-1-and-0-5-2-released.html
index 1b1e6ee..fb65793 100644
--- a/site/news/spark-0-6-1-and-0-5-2-released.html
+++ b/site/news/spark-0-6-1-and-0-5-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-6-2-released.html b/site/news/spark-0-6-2-released.html
index 4c3ce60..e16adf5 100644
--- a/site/news/spark-0-6-2-released.html
+++ b/site/news/spark-0-6-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-7-0-released.html b/site/news/spark-0-7-0-released.html
index dcebf9d..a809e05 100644
--- a/site/news/spark-0-7-0-released.html
+++ b/site/news/spark-0-7-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-7-2-released.html b/site/news/spark-0-7-2-released.html
index 53cec2d..710934a 100644
--- a/site/news/spark-0-7-2-released.html
+++ b/site/news/spark-0-7-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-7-3-released.html b/site/news/spark-0-7-3-released.html
index 19a1e2f..e4d308f 100644
--- a/site/news/spark-0-7-3-released.html
+++ b/site/news/spark-0-7-3-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-8-0-released.html b/site/news/spark-0-8-0-released.html
index 3658f29..12ec6a1 100644
--- a/site/news/spark-0-8-0-released.html
+++ b/site/news/spark-0-8-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-8-1-released.html b/site/news/spark-0-8-1-released.html
index 9309c7a..08b92f5 100644
--- a/site/news/spark-0-8-1-released.html
+++ b/site/news/spark-0-8-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-9-0-released.html b/site/news/spark-0-9-0-released.html
index 7ba13e3..4e3a601 100644
--- a/site/news/spark-0-9-0-released.html
+++ b/site/news/spark-0-9-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-9-1-released.html b/site/news/spark-0-9-1-released.html
index e9f6a10..469786f 100644
--- a/site/news/spark-0-9-1-released.html
+++ b/site/news/spark-0-9-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-0-9-2-released.html b/site/news/spark-0-9-2-released.html
index 6984494..0ad38ae 100644
--- a/site/news/spark-0-9-2-released.html
+++ b/site/news/spark-0-9-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-0-0-released.html b/site/news/spark-1-0-0-released.html
index af07a94..d6bd0ba 100644
--- a/site/news/spark-1-0-0-released.html
+++ b/site/news/spark-1-0-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-0-1-released.html b/site/news/spark-1-0-1-released.html
index 59662af..060aaed 100644
--- a/site/news/spark-1-0-1-released.html
+++ b/site/news/spark-1-0-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-0-2-released.html b/site/news/spark-1-0-2-released.html
index 873ad8e..e8d3e3a 100644
--- a/site/news/spark-1-0-2-released.html
+++ b/site/news/spark-1-0-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-1-0-released.html b/site/news/spark-1-1-0-released.html
index 1e45768..80bbabc 100644
--- a/site/news/spark-1-1-0-released.html
+++ b/site/news/spark-1-1-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-1-1-released.html b/site/news/spark-1-1-1-released.html
index 2c0d8d4..92c9ebe 100644
--- a/site/news/spark-1-1-1-released.html
+++ b/site/news/spark-1-1-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-2-0-released.html b/site/news/spark-1-2-0-released.html
index 59e7af9..b37aeac 100644
--- a/site/news/spark-1-2-0-released.html
+++ b/site/news/spark-1-2-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-2-1-released.html b/site/news/spark-1-2-1-released.html
index 8e04e46..79e5280 100644
--- a/site/news/spark-1-2-1-released.html
+++ b/site/news/spark-1-2-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-2-2-released.html b/site/news/spark-1-2-2-released.html
index 3004026..1643f4b 100644
--- a/site/news/spark-1-2-2-released.html
+++ b/site/news/spark-1-2-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-3-0-released.html b/site/news/spark-1-3-0-released.html
index 9ac3283..a5d2fc2 100644
--- a/site/news/spark-1-3-0-released.html
+++ b/site/news/spark-1-3-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-4-0-released.html b/site/news/spark-1-4-0-released.html
index 8323d7a..b95bf9c 100644
--- a/site/news/spark-1-4-0-released.html
+++ b/site/news/spark-1-4-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-4-1-released.html b/site/news/spark-1-4-1-released.html
index ea5539f..142de79 100644
--- a/site/news/spark-1-4-1-released.html
+++ b/site/news/spark-1-4-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-5-0-released.html b/site/news/spark-1-5-0-released.html
index 136bc5c..112bf25 100644
--- a/site/news/spark-1-5-0-released.html
+++ b/site/news/spark-1-5-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-5-1-released.html b/site/news/spark-1-5-1-released.html
index 1c95624..c2585ca 100644
--- a/site/news/spark-1-5-1-released.html
+++ b/site/news/spark-1-5-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-5-2-released.html b/site/news/spark-1-5-2-released.html
index e78a23a..979a1c1 100644
--- a/site/news/spark-1-5-2-released.html
+++ b/site/news/spark-1-5-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-6-0-released.html b/site/news/spark-1-6-0-released.html
index 504c2b3..73f9de4 100644
--- a/site/news/spark-1-6-0-released.html
+++ b/site/news/spark-1-6-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-6-1-released.html b/site/news/spark-1-6-1-released.html
index ed20748..0df853a 100644
--- a/site/news/spark-1-6-1-released.html
+++ b/site/news/spark-1-6-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-6-2-released.html b/site/news/spark-1-6-2-released.html
index 347712f..55a95e1 100644
--- a/site/news/spark-1-6-2-released.html
+++ b/site/news/spark-1-6-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-1-6-3-released.html b/site/news/spark-1-6-3-released.html
index 782a5e4..3268b7b 100644
--- a/site/news/spark-1-6-3-released.html
+++ b/site/news/spark-1-6-3-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-0-0-released.html b/site/news/spark-2-0-0-released.html
index ace8b60..4f55ff4 100644
--- a/site/news/spark-2-0-0-released.html
+++ b/site/news/spark-2-0-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-0-1-released.html b/site/news/spark-2-0-1-released.html
index d4888dd..d66d399 100644
--- a/site/news/spark-2-0-1-released.html
+++ b/site/news/spark-2-0-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-0-2-released.html b/site/news/spark-2-0-2-released.html
index b45de66..0be4ec0 100644
--- a/site/news/spark-2-0-2-released.html
+++ b/site/news/spark-2-0-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-1-0-released.html b/site/news/spark-2-1-0-released.html
index e037aec..5a18d1b 100644
--- a/site/news/spark-2-1-0-released.html
+++ b/site/news/spark-2-1-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-1-1-released.html b/site/news/spark-2-1-1-released.html
index 53c89ac..a53624b 100644
--- a/site/news/spark-2-1-1-released.html
+++ b/site/news/spark-2-1-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-1-2-released.html b/site/news/spark-2-1-2-released.html
index dbc1c9f..f5e8b04 100644
--- a/site/news/spark-2-1-2-released.html
+++ b/site/news/spark-2-1-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-1-3-released.html b/site/news/spark-2-1-3-released.html
index 9932733..d917019 100644
--- a/site/news/spark-2-1-3-released.html
+++ b/site/news/spark-2-1-3-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-2-0-released.html b/site/news/spark-2-2-0-released.html
index 483728d..fed5ae2 100644
--- a/site/news/spark-2-2-0-released.html
+++ b/site/news/spark-2-2-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-2-1-released.html b/site/news/spark-2-2-1-released.html
index e8936e6..259019f 100644
--- a/site/news/spark-2-2-1-released.html
+++ b/site/news/spark-2-2-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-2-2-released.html b/site/news/spark-2-2-2-released.html
index 1e006d4..a485cdd 100644
--- a/site/news/spark-2-2-2-released.html
+++ b/site/news/spark-2-2-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-3-0-released.html b/site/news/spark-2-3-0-released.html
index 26d7824..7fcf8a4 100644
--- a/site/news/spark-2-3-0-released.html
+++ b/site/news/spark-2-3-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-3-1-released.html b/site/news/spark-2-3-1-released.html
index c1fe113..854da3c 100644
--- a/site/news/spark-2-3-1-released.html
+++ b/site/news/spark-2-3-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-3-2-released.html b/site/news/spark-2-3-2-released.html
index 9a5258b..2c35a86 100644
--- a/site/news/spark-2-3-2-released.html
+++ b/site/news/spark-2-3-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-3-3-released.html b/site/news/spark-2-3-3-released.html
index 0267294..b0bb7d0 100644
--- a/site/news/spark-2-3-3-released.html
+++ b/site/news/spark-2-3-3-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-3-4-released.html b/site/news/spark-2-3-4-released.html
index 7ec4345..e951ab4 100644
--- a/site/news/spark-2-3-4-released.html
+++ b/site/news/spark-2-3-4-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-4-0-released.html b/site/news/spark-2-4-0-released.html
index 79ff803..cb882ec 100644
--- a/site/news/spark-2-4-0-released.html
+++ b/site/news/spark-2-4-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-4-1-released.html b/site/news/spark-2-4-1-released.html
index 48906a1..c24e068 100644
--- a/site/news/spark-2-4-1-released.html
+++ b/site/news/spark-2-4-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-4-2-released.html b/site/news/spark-2-4-2-released.html
index 14d24ec..c8cd196 100644
--- a/site/news/spark-2-4-2-released.html
+++ b/site/news/spark-2-4-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-4-3-released.html b/site/news/spark-2-4-3-released.html
index 6ef69b5..678ee52 100644
--- a/site/news/spark-2-4-3-released.html
+++ b/site/news/spark-2-4-3-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-4-4-released.html b/site/news/spark-2-4-4-released.html
index 998f6cf..21bab8c 100644
--- a/site/news/spark-2-4-4-released.html
+++ b/site/news/spark-2-4-4-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-4-5-released.html b/site/news/spark-2-4-5-released.html
index d794fdf..7f64cfd 100644
--- a/site/news/spark-2-4-5-released.html
+++ b/site/news/spark-2-4-5-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-4-6.html b/site/news/spark-2-4-6.html
index 75ca71f..4a20be0 100644
--- a/site/news/spark-2-4-6.html
+++ b/site/news/spark-2-4-6.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-4-7-released.html b/site/news/spark-2-4-7-released.html
index e45f653..ec7115f 100644
--- a/site/news/spark-2-4-7-released.html
+++ b/site/news/spark-2-4-7-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2-4-8-released.html b/site/news/spark-2-4-8-released.html
index 322f79e..49f0877 100644
--- a/site/news/spark-2-4-8-released.html
+++ b/site/news/spark-2-4-8-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-2.0.0-preview.html b/site/news/spark-2.0.0-preview.html
index 7b28368..f7f49f2 100644
--- a/site/news/spark-2.0.0-preview.html
+++ b/site/news/spark-2.0.0-preview.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-0-0-released.html b/site/news/spark-3-0-0-released.html
index 505e99a..92347cc 100644
--- a/site/news/spark-3-0-0-released.html
+++ b/site/news/spark-3-0-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-0-1-released.html b/site/news/spark-3-0-1-released.html
index c06fb91..7491678 100644
--- a/site/news/spark-3-0-1-released.html
+++ b/site/news/spark-3-0-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-0-2-released.html b/site/news/spark-3-0-2-released.html
index ff811d8..1f6dbd7 100644
--- a/site/news/spark-3-0-2-released.html
+++ b/site/news/spark-3-0-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-0-3-released.html b/site/news/spark-3-0-3-released.html
index c28eedd..f4281f9 100644
--- a/site/news/spark-3-0-3-released.html
+++ b/site/news/spark-3-0-3-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-1-1-released.html b/site/news/spark-3-1-1-released.html
index c738e79..fca45e6 100644
--- a/site/news/spark-3-1-1-released.html
+++ b/site/news/spark-3-1-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-1-2-released.html b/site/news/spark-3-1-2-released.html
index b6c2661..a2218ad 100644
--- a/site/news/spark-3-1-2-released.html
+++ b/site/news/spark-3-1-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-2-0-released.html b/site/news/spark-3-2-0-released.html
index 1d45bba..443fac3 100644
--- a/site/news/spark-3-2-0-released.html
+++ b/site/news/spark-3-2-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-2-1-released.html b/site/news/spark-3-2-1-released.html
index fddc023..3199e2f 100644
--- a/site/news/spark-3-2-1-released.html
+++ b/site/news/spark-3-2-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-2-2-released.html b/site/news/spark-3-2-2-released.html
index 8a99b84..c4dab0a 100644
--- a/site/news/spark-3-2-2-released.html
+++ b/site/news/spark-3-2-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-2-3-released.html b/site/news/spark-3-2-3-released.html
index df45a9d..4756a8c 100644
--- a/site/news/spark-3-2-3-released.html
+++ b/site/news/spark-3-2-3-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-2-4-released.html b/site/news/spark-3-2-4-released.html
index 0946b03..9e72fce 100644
--- a/site/news/spark-3-2-4-released.html
+++ b/site/news/spark-3-2-4-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-3-0-released.html b/site/news/spark-3-3-0-released.html
index 600e110..d94e1d2 100644
--- a/site/news/spark-3-3-0-released.html
+++ b/site/news/spark-3-3-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-3-1-released.html b/site/news/spark-3-3-1-released.html
index 7630616..ae233e3 100644
--- a/site/news/spark-3-3-1-released.html
+++ b/site/news/spark-3-3-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-3-2-released.html b/site/news/spark-3-3-2-released.html
index 3594a14..b3e08db 100644
--- a/site/news/spark-3-3-2-released.html
+++ b/site/news/spark-3-3-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-3-3-released.html b/site/news/spark-3-3-3-released.html
index 30c9687..6ee1dc9 100644
--- a/site/news/spark-3-3-3-released.html
+++ b/site/news/spark-3-3-3-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-3-4-released.html b/site/news/spark-3-3-4-released.html
index cf6175f..2107afa 100644
--- a/site/news/spark-3-3-4-released.html
+++ b/site/news/spark-3-3-4-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-4-0-released.html b/site/news/spark-3-4-0-released.html
index f3d90e9..f7c0b65 100644
--- a/site/news/spark-3-4-0-released.html
+++ b/site/news/spark-3-4-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-4-1-released.html b/site/news/spark-3-4-1-released.html
index 41ac509..339b28a 100644
--- a/site/news/spark-3-4-1-released.html
+++ b/site/news/spark-3-4-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-4-2-released.html b/site/news/spark-3-4-2-released.html
index b087ce8..49befaf 100644
--- a/site/news/spark-3-4-2-released.html
+++ b/site/news/spark-3-4-2-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-5-0-released.html b/site/news/spark-3-5-0-released.html
index 14c4fa6..4b7c108 100644
--- a/site/news/spark-3-5-0-released.html
+++ b/site/news/spark-3-5-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3-5-1-released.html b/site/news/spark-3-5-1-released.html
index 6789004..b02cda5 100644
--- a/site/news/spark-3-5-1-released.html
+++ b/site/news/spark-3-5-1-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3.0.0-preview.html b/site/news/spark-3.0.0-preview.html
index 307e5ae..548ca1a 100644
--- a/site/news/spark-3.0.0-preview.html
+++ b/site/news/spark-3.0.0-preview.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-3.0.0-preview2.html b/site/news/spark-3.0.0-preview2.html
index c5f405e..3483100 100644
--- a/site/news/spark-3.0.0-preview2.html
+++ b/site/news/spark-3.0.0-preview2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-accepted-into-apache-incubator.html b/site/news/spark-accepted-into-apache-incubator.html
index 7346fd1..bf307b0 100644
--- a/site/news/spark-accepted-into-apache-incubator.html
+++ b/site/news/spark-accepted-into-apache-incubator.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-ai-summit-apr-2019-agenda-posted.html b/site/news/spark-ai-summit-apr-2019-agenda-posted.html
index ce2ee70..0e549a6 100644
--- a/site/news/spark-ai-summit-apr-2019-agenda-posted.html
+++ b/site/news/spark-ai-summit-apr-2019-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-ai-summit-june-2020-agenda-posted.html b/site/news/spark-ai-summit-june-2020-agenda-posted.html
index 25c0129..6b4bba7 100644
--- a/site/news/spark-ai-summit-june-2020-agenda-posted.html
+++ b/site/news/spark-ai-summit-june-2020-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-and-shark-in-the-news.html b/site/news/spark-and-shark-in-the-news.html
index 9f61d23..692b4f7 100644
--- a/site/news/spark-and-shark-in-the-news.html
+++ b/site/news/spark-and-shark-in-the-news.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-becomes-tlp.html b/site/news/spark-becomes-tlp.html
index c9e3008..f9cbf03 100644
--- a/site/news/spark-becomes-tlp.html
+++ b/site/news/spark-becomes-tlp.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-featured-in-wired.html b/site/news/spark-featured-in-wired.html
index 433b1d0..2840c5c 100644
--- a/site/news/spark-featured-in-wired.html
+++ b/site/news/spark-featured-in-wired.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-mailing-lists-moving-to-apache.html b/site/news/spark-mailing-lists-moving-to-apache.html
index a901820..ab24423 100644
--- a/site/news/spark-mailing-lists-moving-to-apache.html
+++ b/site/news/spark-mailing-lists-moving-to-apache.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-meetups.html b/site/news/spark-meetups.html
index e4b0236..28ecf5c 100644
--- a/site/news/spark-meetups.html
+++ b/site/news/spark-meetups.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-release-2-2-3.html b/site/news/spark-release-2-2-3.html
index 47ac59d..3942414 100644
--- a/site/news/spark-release-2-2-3.html
+++ b/site/news/spark-release-2-2-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-screencasts-published.html b/site/news/spark-screencasts-published.html
index ae17fa7..158919e 100644
--- a/site/news/spark-screencasts-published.html
+++ b/site/news/spark-screencasts-published.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-2013-is-a-wrap.html b/site/news/spark-summit-2013-is-a-wrap.html
index b5bb3e7..5698a2b 100644
--- a/site/news/spark-summit-2013-is-a-wrap.html
+++ b/site/news/spark-summit-2013-is-a-wrap.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-2014-videos-posted.html b/site/news/spark-summit-2014-videos-posted.html
index 5542e1d..84781b5 100644
--- a/site/news/spark-summit-2014-videos-posted.html
+++ b/site/news/spark-summit-2014-videos-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-2015-videos-posted.html b/site/news/spark-summit-2015-videos-posted.html
index d543403..d487ea7 100644
--- a/site/news/spark-summit-2015-videos-posted.html
+++ b/site/news/spark-summit-2015-videos-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-agenda-posted.html b/site/news/spark-summit-agenda-posted.html
index 8a84772..2527352 100644
--- a/site/news/spark-summit-agenda-posted.html
+++ b/site/news/spark-summit-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-east-2015-videos-posted.html b/site/news/spark-summit-east-2015-videos-posted.html
index 1a6e0af..54fd925 100644
--- a/site/news/spark-summit-east-2015-videos-posted.html
+++ b/site/news/spark-summit-east-2015-videos-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-east-2016-cfp-closing.html b/site/news/spark-summit-east-2016-cfp-closing.html
index e65ebe0..8d72675 100644
--- a/site/news/spark-summit-east-2016-cfp-closing.html
+++ b/site/news/spark-summit-east-2016-cfp-closing.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-east-2017-agenda-posted.html b/site/news/spark-summit-east-2017-agenda-posted.html
index 184e7a6..7c1ff0e 100644
--- a/site/news/spark-summit-east-2017-agenda-posted.html
+++ b/site/news/spark-summit-east-2017-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-east-agenda-posted-2015.html b/site/news/spark-summit-east-agenda-posted-2015.html
index 1cf8fc9..5ee713d 100644
--- a/site/news/spark-summit-east-agenda-posted-2015.html
+++ b/site/news/spark-summit-east-agenda-posted-2015.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-east-agenda-posted-2016.html b/site/news/spark-summit-east-agenda-posted-2016.html
index 8d15a61..631c658 100644
--- a/site/news/spark-summit-east-agenda-posted-2016.html
+++ b/site/news/spark-summit-east-agenda-posted-2016.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-eu-2017-agenda-posted.html b/site/news/spark-summit-eu-2017-agenda-posted.html
index 6b8c50f..7a7dfaa 100644
--- a/site/news/spark-summit-eu-2017-agenda-posted.html
+++ b/site/news/spark-summit-eu-2017-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-europe-agenda-posted.html b/site/news/spark-summit-europe-agenda-posted.html
index 0b871bb..96ba51e 100644
--- a/site/news/spark-summit-europe-agenda-posted.html
+++ b/site/news/spark-summit-europe-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-europe.html b/site/news/spark-summit-europe.html
index 7f5dc82..fe67bc1 100644
--- a/site/news/spark-summit-europe.html
+++ b/site/news/spark-summit-europe.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-june-2016-agenda-posted.html b/site/news/spark-summit-june-2016-agenda-posted.html
index da910e5..a75ce79 100644
--- a/site/news/spark-summit-june-2016-agenda-posted.html
+++ b/site/news/spark-summit-june-2016-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-june-2017-agenda-posted.html b/site/news/spark-summit-june-2017-agenda-posted.html
index 1b40ed0..d6cea91 100644
--- a/site/news/spark-summit-june-2017-agenda-posted.html
+++ b/site/news/spark-summit-june-2017-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-june-2018-agenda-posted.html b/site/news/spark-summit-june-2018-agenda-posted.html
index b9b4faa..d0bff0e 100644
--- a/site/news/spark-summit-june-2018-agenda-posted.html
+++ b/site/news/spark-summit-june-2018-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-summit-oct-2018-agenda-posted.html b/site/news/spark-summit-oct-2018-agenda-posted.html
index b62e0fb..015cb33 100644
--- a/site/news/spark-summit-oct-2018-agenda-posted.html
+++ b/site/news/spark-summit-oct-2018-agenda-posted.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-tips-from-quantifind.html b/site/news/spark-tips-from-quantifind.html
index 529b3b3..a35abda 100644
--- a/site/news/spark-tips-from-quantifind.html
+++ b/site/news/spark-tips-from-quantifind.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-user-survey-and-powered-by-page.html b/site/news/spark-user-survey-and-powered-by-page.html
index de438b7..25382a6 100644
--- a/site/news/spark-user-survey-and-powered-by-page.html
+++ b/site/news/spark-user-survey-and-powered-by-page.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-version-0-6-0-released.html b/site/news/spark-version-0-6-0-released.html
index 209b67c..ab6776c 100644
--- a/site/news/spark-version-0-6-0-released.html
+++ b/site/news/spark-version-0-6-0-released.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-wins-cloudsort-100tb-benchmark.html b/site/news/spark-wins-cloudsort-100tb-benchmark.html
index b0c13de..7ad1d12 100644
--- a/site/news/spark-wins-cloudsort-100tb-benchmark.html
+++ b/site/news/spark-wins-cloudsort-100tb-benchmark.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html b/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html
index d9ded12..9574392 100644
--- a/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html
+++ b/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/strata-exercises-now-available-online.html b/site/news/strata-exercises-now-available-online.html
index d4688c4..bc2dd09 100644
--- a/site/news/strata-exercises-now-available-online.html
+++ b/site/news/strata-exercises-now-available-online.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/submit-talks-to-spark-summit-2014.html b/site/news/submit-talks-to-spark-summit-2014.html
index 6524cd8..22b419e 100644
--- a/site/news/submit-talks-to-spark-summit-2014.html
+++ b/site/news/submit-talks-to-spark-summit-2014.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/submit-talks-to-spark-summit-2016.html b/site/news/submit-talks-to-spark-summit-2016.html
index 760dcaa..ec58c5b 100644
--- a/site/news/submit-talks-to-spark-summit-2016.html
+++ b/site/news/submit-talks-to-spark-summit-2016.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/submit-talks-to-spark-summit-east-2016.html b/site/news/submit-talks-to-spark-summit-east-2016.html
index bf75750..c5bd0e1 100644
--- a/site/news/submit-talks-to-spark-summit-east-2016.html
+++ b/site/news/submit-talks-to-spark-summit-east-2016.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/submit-talks-to-spark-summit-eu-2016.html b/site/news/submit-talks-to-spark-summit-eu-2016.html
index 184f559..04fff66 100644
--- a/site/news/submit-talks-to-spark-summit-eu-2016.html
+++ b/site/news/submit-talks-to-spark-summit-eu-2016.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/two-weeks-to-spark-summit-2014.html b/site/news/two-weeks-to-spark-summit-2014.html
index 2766ee3..395ec8a 100644
--- a/site/news/two-weeks-to-spark-summit-2014.html
+++ b/site/news/two-weeks-to-spark-summit-2014.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/news/video-from-first-spark-development-meetup.html b/site/news/video-from-first-spark-development-meetup.html
index 1a44cd1..138fb38 100644
--- a/site/news/video-from-first-spark-development-meetup.html
+++ b/site/news/video-from-first-spark-development-meetup.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/powered-by.html b/site/powered-by.html
index 0882cb7..10d756f 100644
--- a/site/powered-by.html
+++ b/site/powered-by.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/release-process.html b/site/release-process.html
index 471e127..6e08a40 100644
--- a/site/release-process.html
+++ b/site/release-process.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-3.html b/site/releases/spark-release-0-3.html
index b558d89..aacc655 100644
--- a/site/releases/spark-release-0-3.html
+++ b/site/releases/spark-release-0-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-5-0.html b/site/releases/spark-release-0-5-0.html
index e3b5960..c2032a7 100644
--- a/site/releases/spark-release-0-5-0.html
+++ b/site/releases/spark-release-0-5-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-5-1.html b/site/releases/spark-release-0-5-1.html
index 39299fd..1741f12 100644
--- a/site/releases/spark-release-0-5-1.html
+++ b/site/releases/spark-release-0-5-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-5-2.html b/site/releases/spark-release-0-5-2.html
index 9b0d112..2e1af38 100644
--- a/site/releases/spark-release-0-5-2.html
+++ b/site/releases/spark-release-0-5-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-6-0.html b/site/releases/spark-release-0-6-0.html
index 9650bb6..e0764fe 100644
--- a/site/releases/spark-release-0-6-0.html
+++ b/site/releases/spark-release-0-6-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-6-1.html b/site/releases/spark-release-0-6-1.html
index b163b7c..4352949 100644
--- a/site/releases/spark-release-0-6-1.html
+++ b/site/releases/spark-release-0-6-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-6-2.html b/site/releases/spark-release-0-6-2.html
index 7a42b47..11abece 100644
--- a/site/releases/spark-release-0-6-2.html
+++ b/site/releases/spark-release-0-6-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-7-0.html b/site/releases/spark-release-0-7-0.html
index 92b16f2..58d9f59 100644
--- a/site/releases/spark-release-0-7-0.html
+++ b/site/releases/spark-release-0-7-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-7-2.html b/site/releases/spark-release-0-7-2.html
index 023b389..74146da 100644
--- a/site/releases/spark-release-0-7-2.html
+++ b/site/releases/spark-release-0-7-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-7-3.html b/site/releases/spark-release-0-7-3.html
index 46592fc..c8030a3 100644
--- a/site/releases/spark-release-0-7-3.html
+++ b/site/releases/spark-release-0-7-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-8-0.html b/site/releases/spark-release-0-8-0.html
index f91448c..8873114 100644
--- a/site/releases/spark-release-0-8-0.html
+++ b/site/releases/spark-release-0-8-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-8-1.html b/site/releases/spark-release-0-8-1.html
index 0e85071..d2975e3 100644
--- a/site/releases/spark-release-0-8-1.html
+++ b/site/releases/spark-release-0-8-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-9-0.html b/site/releases/spark-release-0-9-0.html
index 1291247..7990a85 100644
--- a/site/releases/spark-release-0-9-0.html
+++ b/site/releases/spark-release-0-9-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-9-1.html b/site/releases/spark-release-0-9-1.html
index 6369233..c838d74 100644
--- a/site/releases/spark-release-0-9-1.html
+++ b/site/releases/spark-release-0-9-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-0-9-2.html b/site/releases/spark-release-0-9-2.html
index 0137756..6294f62 100644
--- a/site/releases/spark-release-0-9-2.html
+++ b/site/releases/spark-release-0-9-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-0-0.html b/site/releases/spark-release-1-0-0.html
index 4133710..8ad8d22 100644
--- a/site/releases/spark-release-1-0-0.html
+++ b/site/releases/spark-release-1-0-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-0-1.html b/site/releases/spark-release-1-0-1.html
index 19f3b9a..660c859 100644
--- a/site/releases/spark-release-1-0-1.html
+++ b/site/releases/spark-release-1-0-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-0-2.html b/site/releases/spark-release-1-0-2.html
index 0a2db1e..aacc5f4 100644
--- a/site/releases/spark-release-1-0-2.html
+++ b/site/releases/spark-release-1-0-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-1-0.html b/site/releases/spark-release-1-1-0.html
index 105f8c7..79b271b 100644
--- a/site/releases/spark-release-1-1-0.html
+++ b/site/releases/spark-release-1-1-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-1-1.html b/site/releases/spark-release-1-1-1.html
index d26ff4b..1b6fada 100644
--- a/site/releases/spark-release-1-1-1.html
+++ b/site/releases/spark-release-1-1-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-2-0.html b/site/releases/spark-release-1-2-0.html
index 9fd09c1..f450739 100644
--- a/site/releases/spark-release-1-2-0.html
+++ b/site/releases/spark-release-1-2-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-2-1.html b/site/releases/spark-release-1-2-1.html
index 00c63b8..6e589c5 100644
--- a/site/releases/spark-release-1-2-1.html
+++ b/site/releases/spark-release-1-2-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-2-2.html b/site/releases/spark-release-1-2-2.html
index ff7d8f7..a09a152 100644
--- a/site/releases/spark-release-1-2-2.html
+++ b/site/releases/spark-release-1-2-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-3-0.html b/site/releases/spark-release-1-3-0.html
index a47a31c..b07b33b 100644
--- a/site/releases/spark-release-1-3-0.html
+++ b/site/releases/spark-release-1-3-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-3-1.html b/site/releases/spark-release-1-3-1.html
index 9839ff6..f6acc4e 100644
--- a/site/releases/spark-release-1-3-1.html
+++ b/site/releases/spark-release-1-3-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-4-0.html b/site/releases/spark-release-1-4-0.html
index c26366e..667a82c 100644
--- a/site/releases/spark-release-1-4-0.html
+++ b/site/releases/spark-release-1-4-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-4-1.html b/site/releases/spark-release-1-4-1.html
index 98bb71c..06b8e9c 100644
--- a/site/releases/spark-release-1-4-1.html
+++ b/site/releases/spark-release-1-4-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-5-0.html b/site/releases/spark-release-1-5-0.html
index 91dd6f9..ee3d8ff 100644
--- a/site/releases/spark-release-1-5-0.html
+++ b/site/releases/spark-release-1-5-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-5-1.html b/site/releases/spark-release-1-5-1.html
index ffb8352..cd6fd73 100644
--- a/site/releases/spark-release-1-5-1.html
+++ b/site/releases/spark-release-1-5-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-5-2.html b/site/releases/spark-release-1-5-2.html
index 69b082c..fd86219 100644
--- a/site/releases/spark-release-1-5-2.html
+++ b/site/releases/spark-release-1-5-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-6-0.html b/site/releases/spark-release-1-6-0.html
index 489e131..add6e31 100644
--- a/site/releases/spark-release-1-6-0.html
+++ b/site/releases/spark-release-1-6-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-6-1.html b/site/releases/spark-release-1-6-1.html
index 4bdbd64..0e18ed6 100644
--- a/site/releases/spark-release-1-6-1.html
+++ b/site/releases/spark-release-1-6-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-6-2.html b/site/releases/spark-release-1-6-2.html
index d79dd86..1225dea 100644
--- a/site/releases/spark-release-1-6-2.html
+++ b/site/releases/spark-release-1-6-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-1-6-3.html b/site/releases/spark-release-1-6-3.html
index c765cfd..987f17a 100644
--- a/site/releases/spark-release-1-6-3.html
+++ b/site/releases/spark-release-1-6-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-0-0.html b/site/releases/spark-release-2-0-0.html
index 715539b..233b0aa 100644
--- a/site/releases/spark-release-2-0-0.html
+++ b/site/releases/spark-release-2-0-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-0-1.html b/site/releases/spark-release-2-0-1.html
index 505778f..fd9d0ec 100644
--- a/site/releases/spark-release-2-0-1.html
+++ b/site/releases/spark-release-2-0-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-0-2.html b/site/releases/spark-release-2-0-2.html
index 24c7b64..6f3b894 100644
--- a/site/releases/spark-release-2-0-2.html
+++ b/site/releases/spark-release-2-0-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-1-0.html b/site/releases/spark-release-2-1-0.html
index 2bfb278..36f156e 100644
--- a/site/releases/spark-release-2-1-0.html
+++ b/site/releases/spark-release-2-1-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-1-1.html b/site/releases/spark-release-2-1-1.html
index 7bd0210..8b06027 100644
--- a/site/releases/spark-release-2-1-1.html
+++ b/site/releases/spark-release-2-1-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-1-2.html b/site/releases/spark-release-2-1-2.html
index 4da7512..1bf4576 100644
--- a/site/releases/spark-release-2-1-2.html
+++ b/site/releases/spark-release-2-1-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-1-3.html b/site/releases/spark-release-2-1-3.html
index 509f5e2..69e5b68 100644
--- a/site/releases/spark-release-2-1-3.html
+++ b/site/releases/spark-release-2-1-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-2-0.html b/site/releases/spark-release-2-2-0.html
index a8cd245..76dc29c 100644
--- a/site/releases/spark-release-2-2-0.html
+++ b/site/releases/spark-release-2-2-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-2-1.html b/site/releases/spark-release-2-2-1.html
index b050e59..a22a2fe 100644
--- a/site/releases/spark-release-2-2-1.html
+++ b/site/releases/spark-release-2-2-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-2-2.html b/site/releases/spark-release-2-2-2.html
index e94a05c..524bb03 100644
--- a/site/releases/spark-release-2-2-2.html
+++ b/site/releases/spark-release-2-2-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-2-3.html b/site/releases/spark-release-2-2-3.html
index 32821e1..84f36a4 100644
--- a/site/releases/spark-release-2-2-3.html
+++ b/site/releases/spark-release-2-2-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-3-0.html b/site/releases/spark-release-2-3-0.html
index ac8cc3e..babf51c 100644
--- a/site/releases/spark-release-2-3-0.html
+++ b/site/releases/spark-release-2-3-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-3-1.html b/site/releases/spark-release-2-3-1.html
index ef44975..3272b66 100644
--- a/site/releases/spark-release-2-3-1.html
+++ b/site/releases/spark-release-2-3-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-3-2.html b/site/releases/spark-release-2-3-2.html
index de27254..ffce472 100644
--- a/site/releases/spark-release-2-3-2.html
+++ b/site/releases/spark-release-2-3-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-3-3.html b/site/releases/spark-release-2-3-3.html
index 39a009e..553cca1 100644
--- a/site/releases/spark-release-2-3-3.html
+++ b/site/releases/spark-release-2-3-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-3-4.html b/site/releases/spark-release-2-3-4.html
index a0e66ae..fdc4ec0 100644
--- a/site/releases/spark-release-2-3-4.html
+++ b/site/releases/spark-release-2-3-4.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-4-0.html b/site/releases/spark-release-2-4-0.html
index f755721..271afec 100644
--- a/site/releases/spark-release-2-4-0.html
+++ b/site/releases/spark-release-2-4-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-4-1.html b/site/releases/spark-release-2-4-1.html
index ade12ef..cc4f8b6 100644
--- a/site/releases/spark-release-2-4-1.html
+++ b/site/releases/spark-release-2-4-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-4-2.html b/site/releases/spark-release-2-4-2.html
index 1c90b47..c43941b 100644
--- a/site/releases/spark-release-2-4-2.html
+++ b/site/releases/spark-release-2-4-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-4-3.html b/site/releases/spark-release-2-4-3.html
index b97dc29..0554d7d 100644
--- a/site/releases/spark-release-2-4-3.html
+++ b/site/releases/spark-release-2-4-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-4-4.html b/site/releases/spark-release-2-4-4.html
index bb8f4d2..4b97b13 100644
--- a/site/releases/spark-release-2-4-4.html
+++ b/site/releases/spark-release-2-4-4.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-4-5.html b/site/releases/spark-release-2-4-5.html
index 92a192e..5e9a796 100644
--- a/site/releases/spark-release-2-4-5.html
+++ b/site/releases/spark-release-2-4-5.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-4-6.html b/site/releases/spark-release-2-4-6.html
index e66e1ae..ad3d9cb 100644
--- a/site/releases/spark-release-2-4-6.html
+++ b/site/releases/spark-release-2-4-6.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-4-7.html b/site/releases/spark-release-2-4-7.html
index ff94351..3a17dac 100644
--- a/site/releases/spark-release-2-4-7.html
+++ b/site/releases/spark-release-2-4-7.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-2-4-8.html b/site/releases/spark-release-2-4-8.html
index e6c37fb..990b478 100644
--- a/site/releases/spark-release-2-4-8.html
+++ b/site/releases/spark-release-2-4-8.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-0-0.html b/site/releases/spark-release-3-0-0.html
index 2f90f60..6d89caf 100644
--- a/site/releases/spark-release-3-0-0.html
+++ b/site/releases/spark-release-3-0-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-0-1.html b/site/releases/spark-release-3-0-1.html
index 1a9be1a..0c072f8 100644
--- a/site/releases/spark-release-3-0-1.html
+++ b/site/releases/spark-release-3-0-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-0-2.html b/site/releases/spark-release-3-0-2.html
index d540946..7116a8a 100644
--- a/site/releases/spark-release-3-0-2.html
+++ b/site/releases/spark-release-3-0-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-0-3.html b/site/releases/spark-release-3-0-3.html
index d970f37..ce74aec 100644
--- a/site/releases/spark-release-3-0-3.html
+++ b/site/releases/spark-release-3-0-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-1-1.html b/site/releases/spark-release-3-1-1.html
index b1136d2..80ed25d 100644
--- a/site/releases/spark-release-3-1-1.html
+++ b/site/releases/spark-release-3-1-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-1-2.html b/site/releases/spark-release-3-1-2.html
index ed03df2..504cf66 100644
--- a/site/releases/spark-release-3-1-2.html
+++ b/site/releases/spark-release-3-1-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-1-3.html b/site/releases/spark-release-3-1-3.html
index 8c22c63..ae068bd 100644
--- a/site/releases/spark-release-3-1-3.html
+++ b/site/releases/spark-release-3-1-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-2-0.html b/site/releases/spark-release-3-2-0.html
index 7e25121..bfc32e2 100644
--- a/site/releases/spark-release-3-2-0.html
+++ b/site/releases/spark-release-3-2-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-2-1.html b/site/releases/spark-release-3-2-1.html
index 236cd73..11102d1 100644
--- a/site/releases/spark-release-3-2-1.html
+++ b/site/releases/spark-release-3-2-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-2-2.html b/site/releases/spark-release-3-2-2.html
index 5248d78..3064e0a 100644
--- a/site/releases/spark-release-3-2-2.html
+++ b/site/releases/spark-release-3-2-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-2-3.html b/site/releases/spark-release-3-2-3.html
index 4fc5807..38f8cd1 100644
--- a/site/releases/spark-release-3-2-3.html
+++ b/site/releases/spark-release-3-2-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-2-4.html b/site/releases/spark-release-3-2-4.html
index 3d56365..c220323 100644
--- a/site/releases/spark-release-3-2-4.html
+++ b/site/releases/spark-release-3-2-4.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-3-0.html b/site/releases/spark-release-3-3-0.html
index 7dcd0f1..af65945 100644
--- a/site/releases/spark-release-3-3-0.html
+++ b/site/releases/spark-release-3-3-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-3-1.html b/site/releases/spark-release-3-3-1.html
index 8aaa238..98144b2 100644
--- a/site/releases/spark-release-3-3-1.html
+++ b/site/releases/spark-release-3-3-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-3-2.html b/site/releases/spark-release-3-3-2.html
index c183efe..ce1f20b 100644
--- a/site/releases/spark-release-3-3-2.html
+++ b/site/releases/spark-release-3-3-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-3-3.html b/site/releases/spark-release-3-3-3.html
index d160039..fab73f2 100644
--- a/site/releases/spark-release-3-3-3.html
+++ b/site/releases/spark-release-3-3-3.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-3-4.html b/site/releases/spark-release-3-3-4.html
index 949612f..679aa879 100644
--- a/site/releases/spark-release-3-3-4.html
+++ b/site/releases/spark-release-3-3-4.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-4-0.html b/site/releases/spark-release-3-4-0.html
index 1432071..38a5591 100644
--- a/site/releases/spark-release-3-4-0.html
+++ b/site/releases/spark-release-3-4-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-4-1.html b/site/releases/spark-release-3-4-1.html
index 674cd86..4f1af96 100644
--- a/site/releases/spark-release-3-4-1.html
+++ b/site/releases/spark-release-3-4-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-4-2.html b/site/releases/spark-release-3-4-2.html
index 8d58b5b..37b41bf 100644
--- a/site/releases/spark-release-3-4-2.html
+++ b/site/releases/spark-release-3-4-2.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-5-0.html b/site/releases/spark-release-3-5-0.html
index 3b92c96..cd136a9 100644
--- a/site/releases/spark-release-3-5-0.html
+++ b/site/releases/spark-release-3-5-0.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/releases/spark-release-3-5-1.html b/site/releases/spark-release-3-5-1.html
index 16360df..3da6926 100644
--- a/site/releases/spark-release-3-5-1.html
+++ b/site/releases/spark-release-3-5-1.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/research.html b/site/research.html
index ae2409e..abc77a1 100644
--- a/site/research.html
+++ b/site/research.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/screencasts/1-first-steps-with-spark.html b/site/screencasts/1-first-steps-with-spark.html
index 03fef97..b0176be 100644
--- a/site/screencasts/1-first-steps-with-spark.html
+++ b/site/screencasts/1-first-steps-with-spark.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/screencasts/2-spark-documentation-overview.html b/site/screencasts/2-spark-documentation-overview.html
index 79e17b2..18073da 100644
--- a/site/screencasts/2-spark-documentation-overview.html
+++ b/site/screencasts/2-spark-documentation-overview.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/screencasts/3-transformations-and-caching.html b/site/screencasts/3-transformations-and-caching.html
index 16e3c49..7627174 100644
--- a/site/screencasts/3-transformations-and-caching.html
+++ b/site/screencasts/3-transformations-and-caching.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/screencasts/4-a-standalone-job-in-spark.html b/site/screencasts/4-a-standalone-job-in-spark.html
index 4118a0f..49e9f78 100644
--- a/site/screencasts/4-a-standalone-job-in-spark.html
+++ b/site/screencasts/4-a-standalone-job-in-spark.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/screencasts/index.html b/site/screencasts/index.html
index 776dac5..0869441 100644
--- a/site/screencasts/index.html
+++ b/site/screencasts/index.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/security.html b/site/security.html
index b31169f..e345966 100644
--- a/site/security.html
+++ b/site/security.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/sitemap.xml b/site/sitemap.xml
index f54252e..2432adb 100644
--- a/site/sitemap.xml
+++ b/site/sitemap.xml
@@ -1037,6 +1037,10 @@
   <changefreq>weekly</changefreq>
 </url>
 <url>
+  <loc>https://spark.apache.org/spark-connect/</loc>
+  <changefreq>weekly</changefreq>
+</url>
+<url>
   <loc>https://spark.apache.org/graphx/</loc>
   <changefreq>weekly</changefreq>
 </url>
diff --git a/site/spark-connect/index.html b/site/spark-connect/index.html
new file mode 100644
index 0000000..6dc75ab
--- /dev/null
+++ b/site/spark-connect/index.html
@@ -0,0 +1,355 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="utf-8">
+  <meta http-equiv="X-UA-Compatible" content="IE=edge">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+  <title>
+     Spark Connect | Apache Spark
+    
+  </title>
+
+  
+
+  
+    <meta name="description" content="Spark Connect makes remote Spark development easier.">
+  
+
+  <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.2/dist/css/bootstrap.min.css" rel="stylesheet"
+        integrity="sha384-EVSTQN3/azprG1Anm3QDgpJLIm9Nao0Yz1ztcQTwFspd3yD65VohhpuuCOmLASjC" crossorigin="anonymous">
+  <link rel="preconnect" href="https://fonts.googleapis.com">
+  <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+  <link href="https://fonts.googleapis.com/css2?family=DM+Sans:ital,wght@0,400;0,500;0,700;1,400;1,500;1,700&Courier+Prime:wght@400;700&display=swap" rel="stylesheet">
+  <link href="/css/custom.css" rel="stylesheet">
+  <!-- Code highlighter CSS -->
+  <link href="/css/pygments-default.css" rel="stylesheet">
+  <link rel="icon" href="/favicon.ico" type="image/x-icon">
+
+  <!-- Matomo -->
+  <script>
+    var _paq = window._paq = window._paq || [];
+    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+    _paq.push(["disableCookies"]);
+    _paq.push(['trackPageView']);
+    _paq.push(['enableLinkTracking']);
+    (function() {
+      var u="https://analytics.apache.org/";
+      _paq.push(['setTrackerUrl', u+'matomo.php']);
+      _paq.push(['setSiteId', '40']);
+      var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
+      g.async=true; g.src=u+'matomo.js'; s.parentNode.insertBefore(g,s);
+    })();
+  </script>
+  <!-- End Matomo Code -->
+</head>
+<body class="global">
+<nav class="navbar navbar-expand-lg navbar-dark p-0 px-4" style="background: #1D6890;">
+  <a class="navbar-brand" href="/">
+    <img src="/images/spark-logo-rev.svg" alt="" width="141" height="72">
+  </a>
+  <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarContent"
+          aria-controls="navbarContent" aria-expanded="false" aria-label="Toggle navigation">
+    <span class="navbar-toggler-icon"></span>
+  </button>
+  <div class="collapse navbar-collapse col-md-12 col-lg-auto pt-4" id="navbarContent">
+
+    <ul class="navbar-nav me-auto">
+      <li class="nav-item">
+        <a class="nav-link active" aria-current="page" href="/downloads.html">Download</a>
+      </li>
+      <li class="nav-item dropdown">
+        <a class="nav-link dropdown-toggle" href="#" id="libraries" role="button" data-bs-toggle="dropdown"
+           aria-expanded="false">
+          Libraries
+        </a>
+        <ul class="dropdown-menu" aria-labelledby="libraries">
+          <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
+          <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
+          <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
+          <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
+          <li>
+            <hr class="dropdown-divider">
+          </li>
+          <li><a class="dropdown-item" href="/third-party-projects.html">Third-Party Projects</a></li>
+        </ul>
+      </li>
+      <li class="nav-item dropdown">
+        <a class="nav-link dropdown-toggle" href="#" id="documentation" role="button" data-bs-toggle="dropdown"
+           aria-expanded="false">
+          Documentation
+        </a>
+        <ul class="dropdown-menu" aria-labelledby="documentation">
+          <li><a class="dropdown-item" href="/docs/latest/">Latest Release</a></li>
+          <li><a class="dropdown-item" href="/documentation.html">Older Versions and Other Resources</a></li>
+          <li><a class="dropdown-item" href="/faq.html">Frequently Asked Questions</a></li>
+        </ul>
+      </li>
+      <li class="nav-item">
+        <a class="nav-link active" aria-current="page" href="/examples.html">Examples</a>
+      </li>
+      <li class="nav-item dropdown">
+        <a class="nav-link dropdown-toggle" href="#" id="community" role="button" data-bs-toggle="dropdown"
+           aria-expanded="false">
+          Community
+        </a>
+        <ul class="dropdown-menu" aria-labelledby="community">
+          <li><a class="dropdown-item" href="/community.html">Mailing Lists &amp; Resources</a></li>
+          <li><a class="dropdown-item" href="/contributing.html">Contributing to Spark</a></li>
+          <li><a class="dropdown-item" href="/improvement-proposals.html">Improvement Proposals (SPIP)</a>
+          </li>
+          <li><a class="dropdown-item" href="https://issues.apache.org/jira/browse/SPARK">Issue Tracker</a>
+          </li>
+          <li><a class="dropdown-item" href="/powered-by.html">Powered By</a></li>
+          <li><a class="dropdown-item" href="/committers.html">Project Committers</a></li>
+          <li><a class="dropdown-item" href="/history.html">Project History</a></li>
+        </ul>
+      </li>
+      <li class="nav-item dropdown">
+        <a class="nav-link dropdown-toggle" href="#" id="developers" role="button" data-bs-toggle="dropdown"
+           aria-expanded="false">
+          Developers
+        </a>
+        <ul class="dropdown-menu" aria-labelledby="developers">
+          <li><a class="dropdown-item" href="/developer-tools.html">Useful Developer Tools</a></li>
+          <li><a class="dropdown-item" href="/versioning-policy.html">Versioning Policy</a></li>
+          <li><a class="dropdown-item" href="/release-process.html">Release Process</a></li>
+          <li><a class="dropdown-item" href="/security.html">Security</a></li>
+        </ul>
+      </li>
+    </ul>
+    <ul class="navbar-nav ml-auto">
+      <li class="nav-item dropdown">
+        <a class="nav-link dropdown-toggle" href="#" id="apacheFoundation" role="button"
+           data-bs-toggle="dropdown" aria-expanded="false">
+          Apache Software Foundation
+        </a>
+        <ul class="dropdown-menu" aria-labelledby="apacheFoundation">
+          <li><a class="dropdown-item" href="https://www.apache.org/">Apache Homepage</a></li>
+          <li><a class="dropdown-item" href="https://www.apache.org/licenses/">License</a></li>
+          <li><a class="dropdown-item"
+                 href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li>
+          <li><a class="dropdown-item" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li>
+          <li><a class="dropdown-item" href="https://www.apache.org/security/">Security</a></li>
+          <li><a class="dropdown-item" href="https://www.apache.org/events/current-event">Event</a></li>
+        </ul>
+      </li>
+    </ul>
+  </div>
+</nav>
+
+<div class="container">
+  <div class="row mt-4">
+    <div class="col-12 col-md-9">
+      <p>This post explains the Spark Connect architecture, the benefits of Spark Connect, and how to upgrade to Spark Connect.</p>
+
+<p>Let’s start by exploring the architecture of Spark Connect at a high level.</p>
+
+<h2 id="high-level-spark-connect-architecture">High-level Spark Connect architecture</h2>
+
+<p>Spark Connect is a protocol that specifies how a client application can communicate with a remote Spark Server.  Clients that implement the Spark Connect protocol can connect and make requests to remote Spark Servers, very similar to how client applications can connect to databases using a JDBC driver - a query <code class="language-plaintext highlighter-rouge">spark.table("some_table").limit(5)</code> should simply return the result.  This architecture gives end users a great developer experience.</p>
+
+<p>Here’s how Spark Connect works at a high level:</p>
+
+<ol>
+  <li>A connection is established between the Client and Spark Server</li>
+  <li>The Client converts a DataFrame query to an unresolved logical plan</li>
+  <li>The unresolved logical plan is encoded and sent to the Spark Server</li>
+  <li>The Spark Server runs the query</li>
+  <li>The Spark Server sends the results back to the Client</li>
+</ol>
+
+<p><img src="/images/spark-connect1.png" style="width: 100%; max-width: 500px;" /></p>
+
+<p>Let’s go through these steps in more detail to get a better understanding of the inner workings of Spark Connect.</p>
+
+<p><strong>Establishing a connection between the Client and Spark Server</strong></p>
+
+<p>The network communication for Spark Connect uses the <a href="https://grpc.io/">gRPC framework</a>.</p>
+
+<p>gRPC is performant and language agnostic.  Spark Connect uses language-agnostic technologies, so it’s portable.</p>
+
+<p><strong>Converting a DataFrame query to an unresolved logical plan</strong></p>
+
+<p>The Client parses DataFrame queries and converts them to unresolved logical plans.</p>
+
+<p>Suppose you have the following DataFrame query: <code class="language-plaintext highlighter-rouge">spark.table("some_table").limit(5)</code>.</p>
+
+<p>Here’s the unresolved logical plan for the query:</p>
+
+<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre class="highlight"><code>== Parsed Logical Plan ==
+GlobalLimit 5
++- LocalLimit 5
+   +- SubqueryAlias spark_catalog.default.some_table
+      +- Relation spark_catalog.default.some_table[character#15,franchise#16] parquet
+</code></pre></div></div>
+
+<p>The Client is responsible for creating the unresolved logical plan and passing it to the Spark Server for execution.</p>
+
+<p><strong>Sending the unresolved logical plan to the Spark Server</strong></p>
+
+<p>The unresolved logical plan must be serialized so it can be sent over a network.  Spark Connect uses Protocol Buffers, which are “language-neutral, platform-neutral extensible mechanisms for serializing structured data”.</p>
+
+<p>The Client and the Spark Server must be able to communicate with a language-neutral format like Protocol Buffers because they might be using different programming languages or different software versions.</p>
+
+<p>Now let’s look at how the Spark Server executes the query.</p>
+
+<p><strong>Executing the query on the Spark Server</strong></p>
+
+<p>The Spark Server receives the unresolved logical plan (once the Protocol Buffer is deserialized) and executes it just like any other query.</p>
+
+<p>Spark performs many optimizations to an unresolved logical plan before executing the query.  All of these optimizations happen on the Spark Server.</p>
+
+<p>Spark Connect lets you leverage Spark’s powerful query optimization capabilities, even with Clients that don’t depend on Spark or the JVM.</p>
+
+<p><strong>Sending the results back to the Client</strong></p>
+
+<p>The Spark Server sends the results back to the Client after executing the query.</p>
+
+<p>The results are sent to the client as Apache Arrow record batches.  A record batch includes many rows of data.</p>
+
+<p>The record batch is streamed to the client, which means it is sent in partial chunks, not all at once.  Streaming the results from the Spark Server to the Client prevents memory issues caused by an excessively large request.</p>
+
+<p>Here’s a recap of how Spark Connect works in image form:</p>
+
+<p><img src="/images/spark-connect2.png" style="width: 100%; max-width: 500px;" /></p>
+
+<h2 id="benefits-of-spark-connect">Benefits of Spark Connect</h2>
+
+<p>Let’s now turn our attention to the benefits of the Spark Connect architecture.</p>
+
+<p><strong>Spark Connect workloads are easier to maintain</strong></p>
+
+<p>With the Spark JVM architecture, the client and Spark Driver must run identical software versions.  They need the same Java, Scala, and other dependency versions.  Suppose you develop a Spark project on your local machine, package it as a JAR file, and deploy it in the cloud to run on a production dataset.  You need to build the JAR file on your local machine with the same dependencies used in the cloud.  If you compile the JAR file with Scala 2.13, you must also provision the cluster with a Spark JAR compiled with Scala 2.13.</p>
+
+<p>Suppose you are building your JAR with Scala 2.12, and your cloud provider releases a new runtime built with Scala 2.13.  For Spark JVM, you need to update your project locally, which may be challenging.  For example, when you update your project to Scala 2.13, you must also upgrade all the project dependencies (and transitive dependencies) to Scala 2.13.  If some of those JAR files don’t exist, you can’t upgrade.</p>
+
+<p>In contrast, Spark Connect decouples the client and the Spark Driver, so you can update the Spark Driver including server-side dependencies without updating the client.  This makes Spark projects much easier to maintain.</p>
+
+<p><strong>Spark Connect lets you build Spark Connect Clients in non-JVM languages</strong></p>
+
+<p>Spark Connect decouples the client and the Spark Driver so that you can write a Spark Connect Client in any language.  Here are some Spark Connect Clients that don’t depend on Java/Scala:</p>
+
+<ul>
+  <li><a href="https://github.com/apache/spark/tree/master/python/pyspark/sql/connect">Spark Connect Python</a></li>
+  <li><a href="https://github.com/apache/spark-connect-go">Spark Connect Go</a></li>
+  <li><a href="https://github.com/sjrusso8/spark-connect-rs">Spark Connect Rust</a></li>
+</ul>
+
+<p>For example, the Apache Spark Connect Client for Golang, <a href="https://github.com/apache/spark-connect-go">spark-connect-go</a>, implements the Spark Connect protocol and does not rely on Java.  You can use this Spark Connect Client to develop Spark applications with Go without installing Java or Spark.</p>
+
+<p>Here’s how to execute a query with the Go programming language using spark-connect-go:</p>
+
+<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre class="highlight"><code>spark, _ := sql.SparkSession.Builder.Remote(remote).Build()
+df, _ := spark.Sql("select * from my_cool_table where age &gt; 42")
+df.Show(100, false)
+</code></pre></div></div>
+
+<p>When <code class="language-plaintext highlighter-rouge">df.Show()</code> is invoked, spark-connect-go processes the query into an unresolved logical plan and sends it to the Spark Driver for execution.</p>
+
+<p>spark-connect-go is a magnificent example of how the decoupled nature of Spark Connect allows for a better end-user experience.</p>
+
+<p>Go isn’t the only language that will benefit from this architecture.  The Spark Community is also building <a href="https://github.com/sjrusso8/spark-connect-rs">a Rust </a>Spark Connect Client.</p>
+
+<p><strong>Spark Connect allows for better remote development</strong></p>
+
+<p>Spark Connect also enables you to embed Spark in text editors on remote clusters without SSH (“remote development”).</p>
+
+<p>Embedding Spark in text editors with Classic Spark requires a Spark Session running locally or an SSH connection to a remote Spark Driver.</p>
+
+<p>Spark Connect lets you connect to a remote Spark Driver with a connection that’s fully embedded in a text editor without SSH.  This provides users with a better experience when developing code in a text editor like VS Code on a remote Spark cluster.</p>
+
+<p>With Spark Connect, switching from a local Spark Session to a remote Spark Session is easy - it’s just a matter of changing the connection string.</p>
+
+<p><strong>Spark Connect makes debugging easier</strong></p>
+
+<p>Spark Connect lets you connect a text editor like IntelliJ to a remote Spark cluster and step through your code with a debugger.  You can debug an application running on a production dataset, just like you would for a test dataset on your local machine.  This gives you a great developer experience, especially when you want to leverage high-quality debugging tools built into IDEs.</p>
+
+<p>Spark JVM does not allow for this debugging experience because it does not fully integrate with text editors.  Spark Connect allows you to build tight integrations in text editors with the wonderful debugging experience for remote Spark workflows.</p>
+
+<p><strong>Spark Connect is more stable</strong></p>
+
+<p>When many users access the same Spark JVM cluster, they all have to run computations on the same driver node, which can cause instability.  One user may execute code that causes the driver node to fail, rendering the Spark cluster unusable for the other cluster users.</p>
+
+<p>Spark Connect is more stable because the requests are formatted to unresolved logical plans on the client, not in the Spark Driver.  Spark Connect code that errors out will only cause the client to raise an out-of-memory exception.  It won’t cause the Spark Driver to have an out-of-memory exception that takes down the cluster for all users.</p>
+
+<h2 id="upgrading-to-spark-connect">Upgrading to Spark Connect</h2>
+
+<p>Spark Connect does not support all the Spark JVM APIs.  For example, Spark JVM has private methods that some users leverage to execute arbitrary Java code on Spark clusters.  Spark Connect obviously cannot support those methods because the Spark Connect client isn’t necessarily running Java!</p>
+
+<p>Check out the guide on migrating from Spark JVM to Spark Connect to learn more about how to write code that works with Spark Connect.  Also, check out how to build Spark Connect custom extensions to learn how to use specialized logic.</p>
+
+<h2 id="conclusion">Conclusion</h2>
+
+<p>Spark Connect is a better architecture for running Spark in production settings.  It’s more flexible, easier to maintain, and provides a better developer experience.</p>
+
+<p>Migrating some Spark JVM codebases to Spark Connect is easy, but the migration is challenging for other codebases.  Codebases that leverage the RDD API or use private Spark JVM functions are more challenging to migrate.</p>
+
+<p>However, migrating from Spark JVM to Spark Connect is a one-time cost, so you will enjoy all the benefits once you migrate.</p>
+
+    </div>
+    <div class="col-12 col-md-3">
+      <div class="news" style="margin-bottom: 20px;">
+        <h5>Latest News</h5>
+        <ul class="list-unstyled">
+          
+          <li><a href="/news/spark-3-5-1-released.html">Spark 3.5.1 released</a>
+            <span class="small">(Feb 23, 2024)</span></li>
+          
+          <li><a href="/news/spark-3-3-4-released.html">Spark 3.3.4 released</a>
+            <span class="small">(Dec 16, 2023)</span></li>
+          
+          <li><a href="/news/spark-3-4-2-released.html">Spark 3.4.2 released</a>
+            <span class="small">(Nov 30, 2023)</span></li>
+          
+          <li><a href="/news/spark-3-5-0-released.html">Spark 3.5.0 released</a>
+            <span class="small">(Sep 13, 2023)</span></li>
+          
+        </ul>
+        <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
+      </div>
+      <div style="text-align:center; margin-bottom: 20px;">
+        <a href="https://www.apache.org/events/current-event.html">
+          <img src="https://www.apache.org/events/current-event-234x60.png" style="max-width: 100%;"/>
+        </a>
+      </div>
+      <div class="hidden-xs hidden-sm">
+        <a href="/downloads.html" class="btn btn-cta btn-lg d-grid" style="margin-bottom: 30px;">
+          Download Spark
+        </a>
+        <p style="font-size: 16px; font-weight: 500; color: #555;">
+          Built-in Libraries:
+        </p>
+        <ul class="list-none">
+          <li><a href="/sql/">SQL and DataFrames</a></li>
+          <li><a href="/streaming/">Spark Streaming</a></li>
+          <li><a href="/mllib/">MLlib (machine learning)</a></li>
+          <li><a href="/graphx/">GraphX (graph)</a></li>
+        </ul>
+        <a href="/third-party-projects.html">Third-Party Projects</a>
+      </div>
+    </div>
+  </div>
+
+  
+
+  <footer class="small">
+    <hr>
+    Apache Spark, Spark, Apache, the Apache feather logo, and the Apache Spark project logo are either registered
+    trademarks or trademarks of The Apache Software Foundation in the United States and other countries.
+    See guidance on use of Apache Spark <a href="/trademarks.html">trademarks</a>.
+    All other marks mentioned may be trademarks or registered trademarks of their respective owners.
+    Copyright &copy; 2018 The Apache Software Foundation, Licensed under the
+    <a href="https://www.apache.org/licenses/">Apache License, Version 2.0</a>.
+  </footer>
+</div>
+
+<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.2/dist/js/bootstrap.bundle.min.js"
+        integrity="sha384-MrcW6ZMFYlzcLA8Nl+NtUVF0sA7MsXsP1UyJoMp4YLEuNSfAP+JcXn/tWtIaxVXM"
+        crossorigin="anonymous"></script>
+<script src="https://code.jquery.com/jquery.js"></script>
+<script src="/js/lang-tabs.js"></script>
+<script src="/js/downloads.js"></script>
+</body>
+</html>
diff --git a/site/sql/index.html b/site/sql/index.html
index d1ccc3a..aa4312c 100644
--- a/site/sql/index.html
+++ b/site/sql/index.html
@@ -65,6 +65,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/streaming/index.html b/site/streaming/index.html
index 6a85d0a..4be1da7 100644
--- a/site/streaming/index.html
+++ b/site/streaming/index.html
@@ -65,6 +65,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/third-party-projects.html b/site/third-party-projects.html
index 1c03c4a..5a8795f 100644
--- a/site/third-party-projects.html
+++ b/site/third-party-projects.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/trademarks.html b/site/trademarks.html
index f292436..611f081 100644
--- a/site/trademarks.html
+++ b/site/trademarks.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/site/versioning-policy.html b/site/versioning-policy.html
index 11a81ca..1fedc4b 100644
--- a/site/versioning-policy.html
+++ b/site/versioning-policy.html
@@ -63,6 +63,7 @@
         </a>
         <ul class="dropdown-menu" aria-labelledby="libraries">
           <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li>
+          <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li>
           <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li>
           <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li>
           <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li>
diff --git a/spark-connect/index.md b/spark-connect/index.md
new file mode 100644
index 0000000..77cf3d0
--- /dev/null
+++ b/spark-connect/index.md
@@ -0,0 +1,151 @@
+---
+layout: global
+type: "page singular"
+title: Spark Connect
+description: Spark Connect makes remote Spark development easier.
+subproject: Spark Connect
+---
+
+This post explains the Spark Connect architecture, the benefits of Spark Connect, and how to upgrade to Spark Connect.
+
+Let’s start by exploring the architecture of Spark Connect at a high level.
+
+## High-level Spark Connect architecture
+
+Spark Connect is a protocol that specifies how a client application can communicate with a remote Spark Server.  Clients that implement the Spark Connect protocol can connect and make requests to remote Spark Servers, very similar to how client applications can connect to databases using a JDBC driver - a query `spark.table("some_table").limit(5)` should simply return the result.  This architecture gives end users a great developer experience.
+
+Here’s how Spark Connect works at a high level:
+
+1. A connection is established between the Client and Spark Server
+2. The Client converts a DataFrame query to an unresolved logical plan
+3. The unresolved logical plan is encoded and sent to the Spark Server
+4. The Spark Server runs the query
+5. The Spark Server sends the results back to the Client
+
+<img src="{{site.baseurl}}/images/spark-connect1.png" style="width: 100%; max-width: 500px;">
+
+Let’s go through these steps in more detail to get a better understanding of the inner workings of Spark Connect.
+
+**Establishing a connection between the Client and Spark Server**
+
+The network communication for Spark Connect uses the [gRPC framework](https://grpc.io/).
+
+gRPC is performant and language agnostic.  Spark Connect uses language-agnostic technologies, so it’s portable.
+
+**Converting a DataFrame query to an unresolved logical plan**
+
+The Client parses DataFrame queries and converts them to unresolved logical plans.
+
+Suppose you have the following DataFrame query: `spark.table("some_table").limit(5)`.
+
+Here’s the unresolved logical plan for the query: 
+
+```
+== Parsed Logical Plan ==
+GlobalLimit 5
++- LocalLimit 5
+   +- SubqueryAlias spark_catalog.default.some_table
+      +- Relation spark_catalog.default.some_table[character#15,franchise#16] parquet
+```
+
+The Client is responsible for creating the unresolved logical plan and passing it to the Spark Server for execution.
+
+**Sending the unresolved logical plan to the Spark Server**
+
+The unresolved logical plan must be serialized so it can be sent over a network.  Spark Connect uses Protocol Buffers, which are “language-neutral, platform-neutral extensible mechanisms for serializing structured data”.
+
+The Client and the Spark Server must be able to communicate with a language-neutral format like Protocol Buffers because they might be using different programming languages or different software versions.
+
+Now let’s look at how the Spark Server executes the query. 
+
+**Executing the query on the Spark Server**
+
+The Spark Server receives the unresolved logical plan (once the Protocol Buffer is deserialized) and executes it just like any other query.
+
+Spark performs many optimizations to an unresolved logical plan before executing the query.  All of these optimizations happen on the Spark Server.
+
+Spark Connect lets you leverage Spark’s powerful query optimization capabilities, even with Clients that don’t depend on Spark or the JVM.
+
+**Sending the results back to the Client**
+
+The Spark Server sends the results back to the Client after executing the query.
+
+The results are sent to the client as Apache Arrow record batches.  A record batch includes many rows of data.
+
+The record batch is streamed to the client, which means it is sent in partial chunks, not all at once.  Streaming the results from the Spark Server to the Client prevents memory issues caused by an excessively large request.
+
+Here’s a recap of how Spark Connect works in image form:
+
+<img src="{{site.baseurl}}/images/spark-connect2.png" style="width: 100%; max-width: 500px;">
+
+## Benefits of Spark Connect
+
+Let’s now turn our attention to the benefits of the Spark Connect architecture.
+
+**Spark Connect workloads are easier to maintain**
+
+With the Spark JVM architecture, the client and Spark Driver must run identical software versions.  They need the same Java, Scala, and other dependency versions.  Suppose you develop a Spark project on your local machine, package it as a JAR file, and deploy it in the cloud to run on a production dataset.  You need to build the JAR file on your local machine with the same dependencies used in the cloud.  If you compile the JAR file with Scala 2.13, you must also provision the cluster with a Spark JAR compiled with Scala 2.13.
+
+Suppose you are building your JAR with Scala 2.12, and your cloud provider releases a new runtime built with Scala 2.13.  For Spark JVM, you need to update your project locally, which may be challenging.  For example, when you update your project to Scala 2.13, you must also upgrade all the project dependencies (and transitive dependencies) to Scala 2.13.  If some of those JAR files don’t exist, you can’t upgrade.
+
+In contrast, Spark Connect decouples the client and the Spark Driver, so you can update the Spark Driver including server-side dependencies without updating the client.  This makes Spark projects much easier to maintain.
+
+**Spark Connect lets you build Spark Connect Clients in non-JVM languages**
+
+Spark Connect decouples the client and the Spark Driver so that you can write a Spark Connect Client in any language.  Here are some Spark Connect Clients that don’t depend on Java/Scala:
+
+* [Spark Connect Python](https://github.com/apache/spark/tree/master/python/pyspark/sql/connect)
+* [Spark Connect Go](https://github.com/apache/spark-connect-go)
+* [Spark Connect Rust](https://github.com/sjrusso8/spark-connect-rs)
+
+For example, the Apache Spark Connect Client for Golang, [spark-connect-go](https://github.com/apache/spark-connect-go), implements the Spark Connect protocol and does not rely on Java.  You can use this Spark Connect Client to develop Spark applications with Go without installing Java or Spark.
+
+Here’s how to execute a query with the Go programming language using spark-connect-go:
+
+```
+spark, _ := sql.SparkSession.Builder.Remote(remote).Build()
+df, _ := spark.Sql("select * from my_cool_table where age > 42")
+df.Show(100, false)
+```
+
+When `df.Show()` is invoked, spark-connect-go processes the query into an unresolved logical plan and sends it to the Spark Driver for execution.
+
+spark-connect-go is a magnificent example of how the decoupled nature of Spark Connect allows for a better end-user experience.
+
+Go isn’t the only language that will benefit from this architecture.  The Spark Community is also building [a Rust ](https://github.com/sjrusso8/spark-connect-rs)Spark Connect Client.
+
+**Spark Connect allows for better remote development**
+
+Spark Connect also enables you to embed Spark in text editors on remote clusters without SSH (“remote development”).
+
+Embedding Spark in text editors with Classic Spark requires a Spark Session running locally or an SSH connection to a remote Spark Driver.
+
+Spark Connect lets you connect to a remote Spark Driver with a connection that’s fully embedded in a text editor without SSH.  This provides users with a better experience when developing code in a text editor like VS Code on a remote Spark cluster.
+
+With Spark Connect, switching from a local Spark Session to a remote Spark Session is easy - it’s just a matter of changing the connection string.
+
+**Spark Connect makes debugging easier**
+
+Spark Connect lets you connect a text editor like IntelliJ to a remote Spark cluster and step through your code with a debugger.  You can debug an application running on a production dataset, just like you would for a test dataset on your local machine.  This gives you a great developer experience, especially when you want to leverage high-quality debugging tools built into IDEs.
+
+Spark JVM does not allow for this debugging experience because it does not fully integrate with text editors.  Spark Connect allows you to build tight integrations in text editors with the wonderful debugging experience for remote Spark workflows.
+
+**Spark Connect is more stable**
+
+When many users access the same Spark JVM cluster, they all have to run computations on the same driver node, which can cause instability.  One user may execute code that causes the driver node to fail, rendering the Spark cluster unusable for the other cluster users.
+
+Spark Connect is more stable because the requests are formatted to unresolved logical plans on the client, not in the Spark Driver.  Spark Connect code that errors out will only cause the client to raise an out-of-memory exception.  It won’t cause the Spark Driver to have an out-of-memory exception that takes down the cluster for all users.
+
+## Upgrading to Spark Connect
+
+Spark Connect does not support all the Spark JVM APIs.  For example, Spark JVM has private methods that some users leverage to execute arbitrary Java code on Spark clusters.  Spark Connect obviously cannot support those methods because the Spark Connect client isn’t necessarily running Java!
+
+Check out the guide on migrating from Spark JVM to Spark Connect to learn more about how to write code that works with Spark Connect.  Also, check out how to build Spark Connect custom extensions to learn how to use specialized logic.
+
+## Conclusion
+
+Spark Connect is a better architecture for running Spark in production settings.  It’s more flexible, easier to maintain, and provides a better developer experience.
+
+Migrating some Spark JVM codebases to Spark Connect is easy, but the migration is challenging for other codebases.  Codebases that leverage the RDD API or use private Spark JVM functions are more challenging to migrate.
+
+However, migrating from Spark JVM to Spark Connect is a one-time cost, so you will enjoy all the benefits once you migrate.