[SPARK-10258][DOC][ML] Add @Since annotations to ml.feature

[MLnick]

This PR adds missing @Since annotations to ml.feature package.

Closes #8505.

How was this patch tested?

Existing tests.

[MLnick]

cc @yanboliang @srowen @jkbradley

[SparkQA]

Test build #60400 has finished for PR 13641 at commit 3c8be11.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds no public classes.

[SparkQA]

Test build #60401 has finished for PR 13641 at commit bb43722.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds the following public classes (experimental):
  • final class Binarizer @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)
  • final class Bucketizer @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)
  • final class ChiSqSelector @Since(\"1.6.0\") (@Since(\"1.6.0\") override val uid: String)
  • class CountVectorizer @Since(\"1.5.0\") (@Since(\"1.5.0\") override val uid: String)
  • class CountVectorizerModel(
  • class DCT @Since(\"1.5.0\") (@Since(\"1.5.0\") override val uid: String)
  • class ElementwiseProduct @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)
  • class HashingTF @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)
  • final class IDF @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)
  • class Interaction @Since(\"1.6.0\") (@Since(\"1.6.0\") override val uid: String) extends Transformer
  • class MaxAbsScaler @Since(\"2.0.0\") (@Since(\"2.0.0\") override val uid: String)
  • class MinMaxScaler @Since(\"1.5.0\") (@Since(\"1.5.0\") override val uid: String)
  • class NGram @Since(\"1.5.0\") (@Since(\"1.5.0\") override val uid: String)
  • class Normalizer @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)
  • class OneHotEncoder @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String) extends Transformer
  • class PCA @Since(\"1.5.0\") (
  • class PolynomialExpansion @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)
  • final class QuantileDiscretizer @Since(\"1.6.0\") (@Since(\"1.6.0\") override val uid: String)
  • class RFormula @Since(\"1.5.0\") (@Since(\"1.5.0\") override val uid: String)
  • class SQLTransformer @Since(\"1.6.0\") (@Since(\"1.6.0\") override val uid: String) extends Transformer
  • class StandardScaler @Since(\"1.2.0\") (
  • class StopWordsRemover @Since(\"1.5.0\") (@Since(\"1.5.0\") override val uid: String)
  • class StringIndexer @Since(\"1.4.0\") (
  • class Tokenizer @Since(\"1.2.0\") (@Since(\"1.4.0\") override val uid: String)
  • class RegexTokenizer @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)
  • class VectorAssembler @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)
  • class VectorIndexer @Since(\"1.4.0\") (
  • final class VectorSlicer @Since(\"1.5.0\") (@Since(\"1.5.0\") override val uid: String)
  • final class Word2Vec @Since(\"1.4.0\") (

[SparkQA]

Test build #60402 has finished for PR 13641 at commit 9978afa.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds the following public classes (experimental):
  • class StandardScaler @Since(\"1.4.0\") (
  • class Tokenizer @Since(\"1.4.0\") (@Since(\"1.4.0\") override val uid: String)

[yanboliang]

Not due to this PR, but here seems like a typo since MaxAbsScaler was added after 1.6.0.

[yanboliang]

And in L174 and L177 should also be @Since("2.0.0").

[yanboliang]

@MLnick I found you did not add @Since for all params definition, is this as expected？I think we should add them.

[SparkQA]

Test build #60694 has finished for PR 13641 at commit 86ab82b.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds no public classes.

[MLnick]

@yanboliang thanks - updated.

I also added annotations on overridden methods transformSchema and copy.

Let me know if I missed anything!

[SparkQA]

Test build #60699 has finished for PR 13641 at commit 2fc676a.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds no public classes.

[SparkQA]

Test build #60700 has finished for PR 13641 at commit 8c24513.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds no public classes.

[mengxr]

This uses the new Vector. So ideally it is since 2.0.0. I'm not sure about whether we should change the class since version to 2.0 as well.

[MLnick]

good point, and also yeah technically all unary transformers over Vector should probably be since 2.0.0. Will update

[MLnick]

@mengxr @yanboliang I went ahead and bumped all UnaryTransformer[Vector, ...] to 2.0.0 - since these classes are not binary compatible with the pre-2.0 version, it makes sense to me to do that. Also updated few vals in some of the model classes.

[SparkQA]

Test build #60842 has finished for PR 13641 at commit 34b5f37.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds the following public classes (experimental):
  • class ElementwiseProduct @Since(\"2.0.0\") (@Since(\"2.0.0\") override val uid: String)
  • class Normalizer @Since(\"2.0.0\") (@Since(\"2.0.0\") override val uid: String)
  • class PolynomialExpansion @Since(\"2.0.0\") (@Since(\"2.0.0\") override val uid: String)

[MLnick]

@mengxr I thought more about the UnaryTransformer cases, and I actually don't think it's necessary to bump the annotations for the classes, just the public methods/vals exposing Vector.

I thought the concrete classes would be binary incompatible but I don't actually think that is the case - and I just tested this (master against commit immediately prior to e2efe05) and apart from scalingVec it is fine. Also gels with reviewing MiMa changes in #12627. Sorry about that!

I've created SPARK-16127 to track further annotations that need updating related to new ml.linalg classes, and I think I will revert this particular change for UnaryTransformer classes in #13840.