Github user tdas commented on a diff in the pull request:
https://github.com/apache/spark/pull/17246#discussion_r106798211
--- Diff: docs/structured-streaming-kafka-integration.md ---
@@ -15,40 +15,42 @@ For Scala/Java applications using SBT/Maven project
definitions, link your appli
For Python applications, you need to add this above library and its
dependencies when deploying your
application. See the [Deploying](#deploying) subsection below.
-### Creating a Kafka Source Stream
+## Reading Data from Kafka
+
+### Creating a Kafka Source for Streaming Queries
<div class="codetabs">
<div data-lang="scala" markdown="1">
{% highlight scala %}
// Subscribe to 1 topic
-val ds1 = spark
+val ds = spark
--- End diff --
hey ... `load()` will return a df not ds. may be a little confusing.
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