AWS glue documentation change

Service: glue · 2025-07-18 · Documentation low

File: glue/latest/dg/troubleshoot-spark.md

Summary

Reformatted region list into inline text and updated GIF filenames/images

Security assessment

Changes are purely formatting improvements and image updates without any security context or implications

Diff

diff --git a/glue/latest/dg/troubleshoot-spark.md b/glue/latest/dg/troubleshoot-spark.md
index 5a810c6ca..d5c527f98 100644
--- a//glue/latest/dg/troubleshoot-spark.md
+++ b//glue/latest/dg/troubleshoot-spark.md
@@ -9,27 +9 @@ How does Generative AI Troubleshooting for Apache Spark work?Setting up Generati
-The generative AI troubleshooting for Apache Spark preview is available for jobs running on AWS Glue 4.0 and AWS Glue 5.0, and in the following AWS Regions:
-
-  * US East (N. Virginia)
-  * US East (Ohio)
-  * US West (Oregon)
-  * US West (N. California)
-  * South America (São Paulo)
-  * Canada (Central)
-  * Europe (Ireland)
-  * Europe (London)
-  * Europe (Paris)
-  * Europe (Stockholm)
-  * Europe (Milan)
-  * Europe (Frankfurt)
-  * Middle East (Bahrain)
-  * Middle East (UAE)
-  * Africa (Cape Town)
-  * Asia Pacific (Tokyo)
-  * Asia Pacific (Hong Kong)
-  * Asia Pacific (Mumbai)
-  * Asia Pacific (Singapore)
-  * Asia Pacific (Jakarta)
-  * Asia Pacific (Seoul)
-  * Asia Pacific (Osaka)
-  * Asia Pacific (Sydney)
-
-Preview features are subject to change.  
+The generative AI troubleshooting for Apache Spark preview is available for jobs running on AWS Glue 4.0 and AWS Glue 5.0, and in the following AWS Regions: US East (N. Virginia), US East (Ohio), US West (Oregon), US West (N. California), South America (São Paulo), Canada (Central), Europe (Ireland), Europe (London), Europe (Paris), Europe (Stockholm), Europe (Milan), Europe (Frankfurt), Middle East (Bahrain), Middle East (UAE), Africa (Cape Town), Asia Pacific (Tokyo), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Singapore), Asia Pacific (Jakarta), Asia Pacific (Seoul), Asia Pacific (Osaka), and Asia Pacific (Sydney).  Preview features are subject to change.  
@@ -49,0 +24,6 @@ Granting permissions to the APIs used by Spark Troubleshooting for your jobs in
+JSON
+    
+
+****
+    
+    
@@ -108 +89 @@ You can access the troubleshooting feature through multiple paths in the AWS Glu
-![The GIF shows an end to end implementation of a failed run and the troubleshoot with AI feature running.](/images/glue/latest/dg/images/lyra_trimmed_extra.gif)
+![The GIF shows an end to end implementation of a failed run and the troubleshoot with AI feature running.](/images/glue/latest/dg/images/troubleshoot_spark_option_1_jobs_list.gif)
@@ -123 +104 @@ You can access the troubleshooting feature through multiple paths in the AWS Glu
-![The GIF shows an end to end implementation of a failed run and the troubleshoot with AI feature running.](/images/glue/latest/dg/images/Lyra-monitoring-page.gif)
+![The GIF shows an end to end implementation of a failed run and the troubleshoot with AI feature running.](/images/glue/latest/dg/images/troubleshoot_spark_option_2_job_monitoring.gif)