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The following commit(s) were added to refs/heads/asf-site by this push:
     new 9476ea428d Add instuctions for running docker integration tests (#499)
9476ea428d is described below

commit 9476ea428d8aec2c8f1fdf2252a28fb22e208930
Author: Kent Yao <y...@apache.org>
AuthorDate: Mon Jan 29 11:09:44 2024 +0800

    Add instuctions for running docker integration tests (#499)
---
 developer-tools.md        | 13 +++++++++----
 site/developer-tools.html | 13 +++++++++----
 2 files changed, 18 insertions(+), 8 deletions(-)

diff --git a/developer-tools.md b/developer-tools.md
index 34087a874c..bd0da296a7 100644
--- a/developer-tools.md
+++ b/developer-tools.md
@@ -11,9 +11,9 @@ navigation:
 
 Apache Spark community uses various resources to maintain the community test 
coverage.
 
-<h3 id="github_action">GitHub Action</h3>
+<h3 id="github_action">GitHub Actions</h3>
 
-[GitHub Action](https://github.com/apache/spark/actions) provides the 
following on Ubuntu 22.04.
+[GitHub Actions](https://github.com/apache/spark/actions) provides the 
following on Ubuntu 22.04.
 
 <h4 id="apache-spark-4">Apache Spark 4</h4>
 
@@ -204,11 +204,16 @@ Please check other available options via 
`python/run-tests[-with-coverage] --hel
 
 <h4>Testing K8S</h4>
 
-Although GitHub Action provide both K8s unit test and integration test 
coverage, you can run it locally. For example, Volcano batch scheduler 
integration test should be done manually. Please refer the integration test 
documentation for the detail.
+Although GitHub Actions provide both K8s unit test and integration test 
coverage, you can run it locally. For example, Volcano batch scheduler 
integration test should be done manually. Please refer the integration test 
documentation for the detail.
 
 
[https://github.com/apache/spark/blob/master/resource-managers/kubernetes/integration-tests/README.md](https://github.com/apache/spark/blob/master/resource-managers/kubernetes/integration-tests/README.md)
 
-<h3>Testing with GitHub actions workflow</h3>
+<h4>Running the Docker integration tests</h4>
+
+Docker integration tests are covered by GitHub Actions. However, you can run 
it locally to speedup deveplopment and testing.
+Please refer the [Docker integration test 
documentation](https://github.com/apache/spark/blob/master/connector/docker-integration-tests/README.md)
 for the detail.
+
+<h3>Testing with GitHub Actions workflow</h3>
 
 Apache Spark leverages GitHub Actions that enables continuous integration and 
a wide range of automation. Apache Spark repository provides several GitHub 
Actions workflows for developers to run before creating a pull request.
 
diff --git a/site/developer-tools.html b/site/developer-tools.html
index d4251cb4d1..4470efbc87 100644
--- a/site/developer-tools.html
+++ b/site/developer-tools.html
@@ -143,9 +143,9 @@
 
 <p>Apache Spark community uses various resources to maintain the community 
test coverage.</p>
 
-<h3 id="github_action">GitHub Action</h3>
+<h3 id="github_action">GitHub Actions</h3>
 
-<p><a href="https://github.com/apache/spark/actions";>GitHub Action</a> 
provides the following on Ubuntu 22.04.</p>
+<p><a href="https://github.com/apache/spark/actions";>GitHub Actions</a> 
provides the following on Ubuntu 22.04.</p>
 
 <h4 id="apache-spark-4">Apache Spark 4</h4>
 
@@ -329,11 +329,16 @@ Generating HTML files for PySpark coverage under 
/.../spark/python/test_coverage
 
 <h4>Testing K8S</h4>
 
-<p>Although GitHub Action provide both K8s unit test and integration test 
coverage, you can run it locally. For example, Volcano batch scheduler 
integration test should be done manually. Please refer the integration test 
documentation for the detail.</p>
+<p>Although GitHub Actions provide both K8s unit test and integration test 
coverage, you can run it locally. For example, Volcano batch scheduler 
integration test should be done manually. Please refer the integration test 
documentation for the detail.</p>
 
 <p><a 
href="https://github.com/apache/spark/blob/master/resource-managers/kubernetes/integration-tests/README.md";>https://github.com/apache/spark/blob/master/resource-managers/kubernetes/integration-tests/README.md</a></p>
 
-<h3>Testing with GitHub actions workflow</h3>
+<h4>Running the Docker integration tests</h4>
+
+<p>Docker integration tests are covered by GitHub Actions. However, you can 
run it locally to speedup deveplopment and testing.
+Please refer the <a 
href="https://github.com/apache/spark/blob/master/connector/docker-integration-tests/README.md";>Docker
 integration test documentation</a> for the detail.</p>
+
+<h3>Testing with GitHub Actions workflow</h3>
 
 <p>Apache Spark leverages GitHub Actions that enables continuous integration 
and a wide range of automation. Apache Spark repository provides several GitHub 
Actions workflows for developers to run before creating a pull request.</p>
 


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