“JavaPackage”对象不可调用-MLeap

当我尝试使用 MLeap 使用以下代码:

import mleap.pyspark
from mleap.pyspark.spark_support import SimpleSparkSerializer

# Import standard PySpark Transformers and packages
from pyspark.ml.feature import VectorAssembler, StandardScaler, OneHotEncoder, StringIndexer
from pyspark.ml import Pipeline, PipelineModel
from pyspark.sql import Row

# Create a test data frame
l = [('Alice', 1), ('Bob', 2)]
rdd = sc.parallelize(l)
Person = Row('name', 'age')
person = rdd.map(lambda r: Person(*r))
df2 = spark.createDataFrame(person)
df2.collect()

# Build a very simple pipeline using two transformers
string_indexer = StringIndexer(inputCol='name', outputCol='name_string_index')

feature_assembler = VectorAssembler(inputCols=[string_indexer.getOutputCol()], outputCol="features")

feature_pipeline = [string_indexer, feature_assembler]

featurePipeline = Pipeline(stages=feature_pipeline)

fittedPipeline = featurePipeline.fit(df2)


# serialize the model:
fittedPipeline.serializeToBundle("jar:file:/tmp/pyspark.example.zip", fittedPipeline.transform(df2))

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-2-98a49e4cd023> in <module>()
----> 1 fittedPipeline.serializeToBundle("jar:file:/tmp/pyspark.example.zip", fittedPipeline.transform(df2))

/opt/anaconda2/envs/py345/lib/python3.4/site-packages/mleap/pyspark/spark_support.py in serializeToBundle(self, path, dataset)
     22 
     23 def serializeToBundle(self, path, dataset=None):
---> 24     serializer = SimpleSparkSerializer()
     25     serializer.serializeToBundle(self, path, dataset=dataset)
     26 

/opt/anaconda2/envs/py345/lib/python3.4/site-packages/mleap/pyspark/spark_support.py in __init__(self)
     37     def __init__(self):
     38         super(SimpleSparkSerializer, self).__init__()
---> 39         self._java_obj = _jvm().ml.combust.mleap.spark.SimpleSparkSerializer()
     40 
     41     def serializeToBundle(self, transformer, path, dataset):

TypeError: 'JavaPackage' object is not callable

请帮忙?