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AWS prescriptive-guidance documentation change

Service: prescriptive-guidance · 2026-07-10 · Documentation low

File: prescriptive-guidance/latest/apache-iceberg-on-aws/iceberg-spark.md

Summary

Formatting changes for notes, capitalization fix ('DataFrames' to 'Dataframes'), and updated image path

Security assessment

Cosmetic and formatting improvements only. No security-related content modifications.

Diff

diff --git a/prescriptive-guidance/latest/apache-iceberg-on-aws/iceberg-spark.md b/prescriptive-guidance/latest/apache-iceberg-on-aws/iceberg-spark.md
index 6b5aa1259..025cc5763 100644
--- a//prescriptive-guidance/latest/apache-iceberg-on-aws/iceberg-spark.md
+++ b//prescriptive-guidance/latest/apache-iceberg-on-aws/iceberg-spark.md
@@ -13 +13,3 @@ This section provides an overview of using Apache Spark to interact with Iceberg
-Note: The primary interface for interacting with Iceberg tables is SQL, so most of the examples will combine Spark SQL with the DataFrames API.
+###### Note
+
+The primary interface for interacting with Iceberg tables is SQL, so most of the examples will combine Spark SQL with the DataFrames API.
@@ -80 +82 @@ Starting with Iceberg 1.5.0, `hash` write distribution mode is the default when
-### Using the DataFrames API
+### Using the Dataframes API
@@ -226 +228,3 @@ You can also use Iceberg snapshots to read appended data incrementally.
-Note: Currently, this operation supports reading data from `append` snapshots. It doesn't support fetching data from operations such as `replace`, `overwrite`, or `delete`. Additionally, incremental read operations aren't supported in the Spark SQL syntax.
+###### Note
+
+Currently, this operation supports reading data from `append` snapshots. It doesn't support fetching data from operations such as `replace`, `overwrite`, or `delete`. Additionally, incremental read operations aren't supported in the Spark SQL syntax.
@@ -257 +261 @@ Sample output:
-![Sample metadata output from an Iceberg table](/images/prescriptive-guidance/latest/apache-iceberg-on-aws/images/metadata-sample-output.png)
+![Sample metadata output from an Iceberg table](/images/prescriptive-guidance/latest/apache-iceberg-on-aws/images/guide-img/ceffa39e-028d-47b6-a54a-6ef8526aee6a/images/92081edb-bc77-4951-81c9-b1f4ca4dd963.png)