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-rw-r--r--python/pyspark/mllib/recommendation.py8
1 files changed, 8 insertions, 0 deletions
diff --git a/python/pyspark/mllib/recommendation.py b/python/pyspark/mllib/recommendation.py
index 1a4527b12c..b094e50856 100644
--- a/python/pyspark/mllib/recommendation.py
+++ b/python/pyspark/mllib/recommendation.py
@@ -90,6 +90,8 @@ class MatrixFactorizationModel(JavaModelWrapper, JavaSaveable, JavaLoader):
>>> sameModel = MatrixFactorizationModel.load(sc, path)
>>> sameModel.predict(2,2)
0.43...
+ >>> sameModel.predictAll(testset).collect()
+ [Rating(...
>>> try:
... os.removedirs(path)
... except OSError:
@@ -111,6 +113,12 @@ class MatrixFactorizationModel(JavaModelWrapper, JavaSaveable, JavaLoader):
def productFeatures(self):
return self.call("getProductFeatures")
+ @classmethod
+ def load(cls, sc, path):
+ model = cls._load_java(sc, path)
+ wrapper = sc._jvm.MatrixFactorizationModelWrapper(model)
+ return MatrixFactorizationModel(wrapper)
+
class ALS(object):