def fromString(cls, s):
"""Load a model from PMML in a string"""
pc = PMMLContext.getOrCreate()
try:
java_model = pc._jvm.org.pmml4s.model.Model.fromString(s)
return cls(java_model)
except Py4JJavaError as e:
je = e.java_exception
raise PmmlError(je.getClass().getSimpleName(), je.getMessage())
def fromBytes(cls, bytes_array):
"""Load a model from PMML in an array of bytes"""
pc = PMMLContext.getOrCreate()
try:
java_model = pc._jvm.org.pmml4s.model.Model.fromBytes(bytes_array)
return cls(java_model)
except Py4JJavaError as e:
je = e.java_exception
raise PmmlError(je.getClass().getSimpleName(), je.getMessage())
def fromFile(cls, name):
"""Load a model from PMML file with given pathname"""
pc = PMMLContext.getOrCreate()
try:
java_model = pc._jvm.org.pmml4s.model.Model.fromFile(name)
return cls(java_model)
except Py4JJavaError as e:
je = e.java_exception
raise PmmlError(je.getClass().getSimpleName(), je.getMessage())
def close(cls):
"""Shutdown the gateway of Py4J"""
PMMLContext.shutdown()