def __init__(self, connection=None):
self.defaultEvaluator = None
if connection == None:
self.connection = UnixConnection() # A local connection
else:
self.connection = connection
self.parameterGrid = None
self.state = None
self._job = None
self._prevJobStatus = None
self._filesToRelease = []
self.parameters = None
self.model = None
self.predictions = None
self.parameterFormat = "-%k %v"
self.parameterDefaults = {"train": None, "classify": None}
self.parameterAllowNew = {"train": True, "classify": True}
self.parameterValueListKey = {"train": None, "classify": None}
self.parameterValueLimits = {"train": None, "classify": None}
self.parameterValueTypes = {"train": None, "classify": None}
self.trainDirSetting = None
self.trainCommand = None
self.classifyDirSetting = None
self.classifyCommand = None
def __init__(self, connection=None):
self.defaultEvaluator = None
if connection == None:
self.connection = UnixConnection() # A local connection
else:
self.connection = connection
self._filesToRelease = []
self.parameters = None
self.model = None
self.predictions = None
self.numFeatures = None
def downloadModel(self, outPath=None, breakConnection=True):
assert self.getStatus() == "FINISHED" and self.model != None
self.model = self.connection.download(self.model, outPath)
if breakConnection:
self.connection = UnixConnection() # A local connection
return self.model
