Source code for tvb.adapters.visualizers.pse_discrete

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.. moduleauthor:: Lia Domide <>
.. moduleauthor:: Ionel Ortelecan <>
.. moduleauthor:: Bogdan Neacsa <>
from tvb.adapters.visualizers.pse import PSEDiscreteGroupModel
from tvb.core.adapters.abcadapter import ABCAdapterForm
from tvb.core.adapters.abcdisplayer import ABCDisplayer
from tvb.core.entities.filters.chain import FilterChain
from tvb.core.entities.model.model_datatype import DataTypeGroup
from tvb.core.neotraits.forms import TraitDataTypeSelectField
from tvb.core.neotraits.view_model import ViewModel, DataTypeGidAttr


[docs] class DiscretePSEAdapterModel(ViewModel): datatype_group = DataTypeGidAttr( linked_datatype=DataTypeGroup, label='Datatype Group' )
[docs] class DiscretePSEAdapterForm(ABCAdapterForm): def __init__(self): super(DiscretePSEAdapterForm, self).__init__() self.datatype_group = TraitDataTypeSelectField(DiscretePSEAdapterModel.datatype_group, name='datatype_group', conditions=self.get_filters())
[docs] @staticmethod def get_view_model(): return DiscretePSEAdapterModel
[docs] @staticmethod def get_required_datatype(): return DataTypeGroup
[docs] @staticmethod def get_input_name(): return 'datatype_group'
[docs] @staticmethod def get_filters(): return FilterChain(fields=[FilterChain.datatype + ".no_of_ranges", FilterChain.datatype + ".no_of_ranges", FilterChain.datatype + ".count_results"], operations=["<=", ">=", "<="], values=[2, 1, MAX_NUMBER_OF_POINT_TO_SUPPORT])
[docs] class DiscretePSEAdapter(ABCDisplayer): """ Visualization adapter for Parameter Space Exploration. Will be used as a generic visualizer, accessible when input entity is DataTypeGroup. Will also be used in Burst as a supplementary navigation layer. """ _ui_name = "Discrete Parameter Space Exploration" _ui_subsection = "pse"
[docs] def get_form_class(self): return DiscretePSEAdapterForm
[docs] def get_required_memory_size(self, view_model): # type: (DiscretePSEAdapterModel) -> int """ Return the required memory to run this algorithm. """ # Don't know how much memory is needed. return -1
[docs] def launch(self, view_model): # type: (DiscretePSEAdapterModel) -> dict """ Launch the visualizer. """ pse_model = PSEDiscreteGroupModel(view_model.datatype_group.hex, None, None, '') pse_context = pse_model.pse_context pse_context.prepare_individual_jsons() return self.build_display_result('pse_discrete/view', pse_context, pages=dict(controlPage="pse_discrete/controls"))
[docs] @staticmethod def prepare_parameters(datatype_group_gid, back_page, color_metric=None, size_metric=None): pse_model = PSEDiscreteGroupModel(datatype_group_gid, color_metric, size_metric, back_page) return pse_model.pse_context