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diff --git a/docs/java-programming-guide.md b/docs/java-programming-guide.md
index ae8257b539..dd19a5f0c9 100644
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@@ -190,6 +190,6 @@ We hope to generate documentation with Java-style syntax in the future.
Spark includes several sample programs using the Java API in
[`examples/src/main/java`](https://github.com/mesos/spark/tree/master/examples/src/main/java/spark/examples). You can run them by passing the class name to the
-`run` script included in Spark -- for example, `./run
+`run-example` script included in Spark -- for example, `./run-example
spark.examples.JavaWordCount`. Each example program prints usage help when run
without any arguments.