Source code for cytoflowgui.workflow.operations.mst

#!/usr/bin/env python3.8
# coding: latin-1

# (c) Massachusetts Institute of Technology 2015-2018
# (c) Brian Teague 2018-2022
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 2 of the License, or
# (at your option) any later version.
# 
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
# 
# You should have received a copy of the GNU General Public License
# along with this program.  If not, see <http://www.gnu.org/licenses/>.

"""
cytoflowgui.workflow.operations.polygon
---------------------------------------

"""

from traits.api import provides, Instance, Str, List, Float, Bool, Callable, Int

from cytoflow.operations.mst import MSTOp, MSTSelectionView

from ..views import IWorkflowView, WorkflowView, MSTPlotParams
from ..serialization import camel_registry, traits_str, cytoflow_class_repr, dedent

from .operation_base import IWorkflowOperation, WorkflowOperation

MSTOp.__repr__ = cytoflow_class_repr


[docs] @provides(IWorkflowView) class MSTWorkflowSelectionView(WorkflowView, MSTSelectionView): op = Instance(IWorkflowOperation, fixed = True) plot_params = Instance(MSTPlotParams, ()) # callables aren't picklable, so make this one transient # and send scale_by_events instead size_function = Callable(transient = True) scale_by_events = Bool(False) _polygon = List((Float, Float), status = True) # data flow: user choose polygon. upon closing, the remote # canvas calls _onselect, sets _vertices. _vertices is copied back to # local view (because it's "status = True"). _update_polygon is called, # and because self.interactive is false, then the operation is updated. the # operation's vertices is sent back to the remote operation (because # "apply = True"), where the remote operation is updated. # def _onselect(self, vertices): # self._vertices = vertices # @observe('_polygon') # def _update_polygon(self, _): # if not self.interactive: # pass # self.op.vertices = self._vertices
[docs] def clear_estimate(self): # no-op return
[docs] def get_notebook_code(self, idx): view = MSTSelectionView() view.copy_traits(self, view.copyable_trait_names()) plot_params_str = traits_str(self.plot_params) return dedent(""" op_{idx}.default_view({traits}).plot(ex_{prev_idx}{plot_params}) """ .format(idx = idx, traits = traits_str(view), prev_idx = idx - 1, plot_params = ", " + plot_params_str if plot_params_str else ""))
[docs] @provides(IWorkflowOperation) class MSTWorkflowOp(WorkflowOperation, MSTOp): name = Str(apply = True) condition = Str(apply = True) condition_values = List(Int, apply = True)
[docs] def default_view(self, **kwargs): return MSTWorkflowSelectionView(op = self, **kwargs)
[docs] def get_notebook_code(self, idx): op = MSTOp() op.copy_traits(self, op.copyable_trait_names()) return dedent(""" op_{idx} = {repr} ex_{idx} = op_{idx}.apply(ex_{prev_idx}) """ .format(repr = repr(op), idx = idx, prev_idx = idx - 1))
# ### Serialization # @camel_registry.dumper(MSTWorkflowOp, 'mst-op', version = 1) # def _dump(op): # return dict(name = op.name, # xchannel = op.xchannel, # ychannel = op.ychannel, # vertices = op.vertices, # xscale = op.xscale, # yscale = op.yscale) # # @camel_registry.loader('mst-op', version = 1) # def _load(data, version): # # data['vertices'] = [(v[0], v[1]) for v in data['vertices']] # return MSTWorkflowOp(**data) # # @camel_registry.dumper(MSTSelectionView, 'mst-selection-view', version = 2) # def _dump_view(view): # return dict(op = view.op, # huefacet = view.huefacet, # subset_list = view.subset_list, # plot_params = view.plot_params, # current_plot = view.current_plot) # # @camel_registry.dumper(PolygonSelectionView, 'polygon-view', version = 1) # def _dump_view_v1(view): # return dict(op = view.op, # huefacet = view.huefacet, # subset_list = view.subset_list) # # @camel_registry.loader('polygon-view', version = any) # def _load_view(data, version): # return PolygonSelectionView(**data)