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-rw-r--r--docs/programming-guide.md2
1 files changed, 1 insertions, 1 deletions
diff --git a/docs/programming-guide.md b/docs/programming-guide.md
index 510b47a2aa..1d61a3c555 100644
--- a/docs/programming-guide.md
+++ b/docs/programming-guide.md
@@ -883,7 +883,7 @@ for details.
<tr>
<td> <b>groupByKey</b>([<i>numTasks</i>]) </td>
<td> When called on a dataset of (K, V) pairs, returns a dataset of (K, Iterable&lt;V&gt;) pairs. <br />
- <b>Note:</b> If you are grouping in order to perform an aggregation (such as a sum or
+ <b>Note:</b> If you are grouping in order to perform an aggregation (such as a sum or
average) over each key, using <code>reduceByKey</code> or <code>combineByKey</code> will yield much better
performance.
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