Github user holdenk commented on a diff in the pull request: https://github.com/apache/spark/pull/11203#discussion_r52852811 --- Diff: python/pyspark/ml/feature.py --- @@ -53,6 +53,18 @@ class Binarizer(JavaTransformer, HasInputCol, HasOutputCol): >>> params = {binarizer.threshold: -0.5, binarizer.outputCol: "vector"} >>> binarizer.transform(df, params).head().vector 1.0 + >>> import tempfile --- End diff -- So as ended up being a follow up to https://github.com/apache/spark/pull/10999 we might want to simplify this a bit so it is more like an example since doctests are also (ideally) readable by users - maybe waiting for https://github.com/apache/spark/pull/11197 and then following the pattern in that PR. cc @mengxr
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