def send_output(self):
if self.data is not None:
relation_ = None
if isinstance(self.data, Relation):
relation_ = Relation(self.data.relation)
if self.row_type:
relation_.relation.row_type = fusion.ObjectType(
self.row_type)
if self.col_type:
relation_.relation.col_type = fusion.ObjectType(
self.col_type)
else:
relation_ = Relation.create(
self.data.X, fusion.ObjectType(self.row_type or "Unknown"),
fusion.ObjectType(self.col_type or "Unknown"))
oos_mask = hide_data(relation_, self.percent / 100,
SampleBy.all[self.method])
def _mask_relation(relation, mask):
if np.ma.is_masked(relation.data):
mask = np.logical_or(mask, relation.data.mask)
data = copy.copy(relation)
data.data = np.ma.array(data.data, mask=mask)
return data
oos_mask = _mask_relation(relation_.relation, oos_mask)
self.send(Output.IN_SAMPLE_DATA, Relation(oos_mask))
self.send(Output.OUT_OF_SAMPLE_DATA, Relation(oos_mask))
def send_output(self):
if self.data is not None:
relation_ = None
if isinstance(self.data, Relation):
relation_ = Relation(self.data.relation)
if self.row_type:
relation_.relation.row_type = fusion.ObjectType(self.row_type)
if self.col_type:
relation_.relation.col_type = fusion.ObjectType(self.col_type)
else:
relation_ = Relation.create(self.data.X,
fusion.ObjectType(self.row_type or "Unknown"),
fusion.ObjectType(self.col_type or "Unknown"))
oos_mask = hide_data(relation_,
self.percent / 100,
SampleBy.all[self.method])
def _mask_relation(relation, mask):
if np.ma.is_masked(relation.data):
mask = np.logical_or(mask, relation.data.mask)
data = copy.copy(relation)
data.data = np.ma.array(data.data, mask=mask)
return data
oos_mask = _mask_relation(relation_.relation, oos_mask)
self.Outputs.in_sample_data.send(Relation(oos_mask))
self.Outputs.out_of_sample_data.send(Relation(oos_mask))
def commit(self, item=None):
self.fuser = MeanFuser(self.mean_by)
self.Outputs.fuser.send(self.fuser)
rows = [i.row() for i in self.table.selectionModel().selectedRows()]
if self.model.rowCount() and rows:
relation = self.model[rows[0]][0]
data = Relation.create(self.fuser.complete(relation),
relation.row_type, relation.col_type,
self.graph)
else:
data = None
self.Outputs.relation.send(data)
def commit(self, item=None):
self.fuser = MeanFuser(self.mean_by)
self.send(Output.FUSER, self.fuser)
rows = [i.row() for i in self.table.selectionModel().selectedRows()]
if self.model.rowCount() and rows:
relation = self.model[rows[0]][0]
data = Relation.create(self.fuser.complete(relation),
relation.row_type,
relation.col_type,
self.graph)
else:
data = None
self.send(Output.RELATION, data)
def commit(self, item=None):
self.fuser = MeanFuser(self.mean_by)
self.send(Output.FUSER, self.fuser)
selection = self.table.selectedRanges()
if self.table.rowCount() and selection:
relation = self.table.rowData(selection[0].topRow())
data = Relation.create(self.fuser.complete(relation),
relation.row_type,
relation.col_type,
self.graph)
else:
data = None
self.send(Output.RELATION, data)
def commit(self, item):
data = Relation.create(*item.tableWidget().rowData(item.row()), graph=self.fuser) if item else None
self.send(Output.RELATION, data)
def commit(self, item):
data = item.data(QtCore.Qt.UserRole)
self.send(Output.RELATION, Relation.create(*data, graph=self.fuser))
def commit(self, item):
data = Relation.create(*item, graph=self.fuser) if item else None
self.Outputs.relation.send(data)
def commit(self, item):
data = Relation.create(*item, graph=self.fuser) if item else None
self.send(Output.RELATION, data)
