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author | Xiangrui Meng <meng@databricks.com> | 2015-11-18 18:34:01 -0800 |
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committer | Joseph K. Bradley <joseph@databricks.com> | 2015-11-18 18:34:01 -0800 |
commit | e99d3392068bc929c900a4cc7b50e9e2b437a23a (patch) | |
tree | ecc75c1b1d75173742d95c4156cce653c12418b2 /mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala | |
parent | 59a501359a267fbdb7689058693aa788703e54b1 (diff) | |
download | spark-e99d3392068bc929c900a4cc7b50e9e2b437a23a.tar.gz spark-e99d3392068bc929c900a4cc7b50e9e2b437a23a.tar.bz2 spark-e99d3392068bc929c900a4cc7b50e9e2b437a23a.zip |
[SPARK-11839][ML] refactor save/write traits
* add "ML" prefix to reader/writer/readable/writable to avoid name collision with java.util.*
* define `DefaultParamsReadable/Writable` and use them to save some code
* use `super.load` instead so people can jump directly to the doc of `Readable.load`, which documents the Java compatibility issues
jkbradley
Author: Xiangrui Meng <meng@databricks.com>
Closes #9827 from mengxr/SPARK-11839.
Diffstat (limited to 'mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala')
-rw-r--r-- | mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala | 27 |
1 files changed, 11 insertions, 16 deletions
diff --git a/mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala b/mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala index d92514d2e2..795b73c4c2 100644 --- a/mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala +++ b/mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala @@ -185,7 +185,7 @@ class ALSModel private[ml] ( val rank: Int, @transient val userFactors: DataFrame, @transient val itemFactors: DataFrame) - extends Model[ALSModel] with ALSModelParams with Writable { + extends Model[ALSModel] with ALSModelParams with MLWritable { /** @group setParam */ def setUserCol(value: String): this.type = set(userCol, value) @@ -225,19 +225,19 @@ class ALSModel private[ml] ( } @Since("1.6.0") - override def write: Writer = new ALSModel.ALSModelWriter(this) + override def write: MLWriter = new ALSModel.ALSModelWriter(this) } @Since("1.6.0") -object ALSModel extends Readable[ALSModel] { +object ALSModel extends MLReadable[ALSModel] { @Since("1.6.0") - override def read: Reader[ALSModel] = new ALSModelReader + override def read: MLReader[ALSModel] = new ALSModelReader @Since("1.6.0") - override def load(path: String): ALSModel = read.load(path) + override def load(path: String): ALSModel = super.load(path) - private[recommendation] class ALSModelWriter(instance: ALSModel) extends Writer { + private[recommendation] class ALSModelWriter(instance: ALSModel) extends MLWriter { override protected def saveImpl(path: String): Unit = { val extraMetadata = render("rank" -> instance.rank) @@ -249,7 +249,7 @@ object ALSModel extends Readable[ALSModel] { } } - private[recommendation] class ALSModelReader extends Reader[ALSModel] { + private[recommendation] class ALSModelReader extends MLReader[ALSModel] { /** Checked against metadata when loading model */ private val className = "org.apache.spark.ml.recommendation.ALSModel" @@ -309,7 +309,8 @@ object ALSModel extends Readable[ALSModel] { * preferences rather than explicit ratings given to items. */ @Experimental -class ALS(override val uid: String) extends Estimator[ALSModel] with ALSParams with Writable { +class ALS(override val uid: String) extends Estimator[ALSModel] with ALSParams + with DefaultParamsWritable { import org.apache.spark.ml.recommendation.ALS.Rating @@ -391,9 +392,6 @@ class ALS(override val uid: String) extends Estimator[ALSModel] with ALSParams w } override def copy(extra: ParamMap): ALS = defaultCopy(extra) - - @Since("1.6.0") - override def write: Writer = new DefaultParamsWriter(this) } @@ -406,7 +404,7 @@ class ALS(override val uid: String) extends Estimator[ALSModel] with ALSParams w * than 2 billion. */ @DeveloperApi -object ALS extends Readable[ALS] with Logging { +object ALS extends DefaultParamsReadable[ALS] with Logging { /** * :: DeveloperApi :: @@ -416,10 +414,7 @@ object ALS extends Readable[ALS] with Logging { case class Rating[@specialized(Int, Long) ID](user: ID, item: ID, rating: Float) @Since("1.6.0") - override def read: Reader[ALS] = new DefaultParamsReader[ALS] - - @Since("1.6.0") - override def load(path: String): ALS = read.load(path) + override def load(path: String): ALS = super.load(path) /** Trait for least squares solvers applied to the normal equation. */ private[recommendation] trait LeastSquaresNESolver extends Serializable { |