Grider

Doc


Grider instances


View the Grider notebook on [NbViewer](http://nbviewer.ipython.org/url/shareyoursystem.ouvaton.org/Grider.ipynb)

Code



# -*- coding: utf-8 -*-
"""


<DefineSource>
@Date : Fri Nov 14 13:20:38 2014 \n
@Author : Erwan Ledoux \n\n
</DefineSource>


Grider instances

"""

#<DefineAugmentation>
import ShareYourSystem as SYS
BaseModuleStr="ShareYourSystem.Storers.Storer"
DecorationModuleStr="ShareYourSystem.Standards.Classors.Classer"
SYS.setSubModule(globals())
#</DefineAugmentation>

#<ImportSpecificModules>
import itertools
#</ImportSpecificModules>

#<DefineClass>
@DecorationClass()
class GriderClass(BaseClass):

    #Definition
    RepresentingKeyStrsList=[
                        'GridingScanTuplesList',
                        'GridedGetKeyStrsList',
                        'GridedValueVariablesTuplesList',
                        'GridedComponentRetrieveListsList',
                        'GridedScanRetrieveListsList'
                    ]

    def default_init(
            self,
            _GridingScanTuplesList=None,
            _GridedGetKeyStrsList=None,
            _GridedValueVariablesTuplesList=None,
            _GridedComponentRetrieveListsList=None,
            _GridedScanRetrieveListsList=None,
            **_KwargVariablesDict
        ):

        #Call the parent init method
        BaseClass.__init__(self,**_KwargVariablesDict)

    def do_grid(self):

        #just for init
        self.store(_InsertIsBool=False)

        #grid before in all the components
        self.GridedComponentRetrieveListsList=map(
                lambda __DeriveGrider:
                __DeriveGrider.grid().GridedScanRetrieveListsList,
                self.OrganizedComponentCollectionOrderedDict.values()
            )

        #debug
        self.debug(('self.',self,['GridedComponentRetrieveListsList']))

        #set the GridedGettingStrsList
        self.GridedGetKeyStrsList=SYS.unzip(
            self.GridingScanTuplesList,[0]
        )

        #scan the values of this model
        self.GridedValueVariablesTuplesList=list(
                itertools.product(
                    *SYS.unzip(
                        self.GridingScanTuplesList,[1]
                    )
                )
        )

        #set
        self.StoringInsertIsBool=True

        #map an update and a store for each combination
        self.GridedScanRetrieveListsList=map(
                lambda __GridedValueVariablesTuple:
                self.update(
                    zip(
                        self.GridedGetKeyStrsList, 
                        __GridedValueVariablesTuple
                    )
                ).store(
                ).OrganizedTopDeriveDatabaserVariable.pick(
                    ['TabledInt','RowedIndexInt']
                ),
                self.GridedValueVariablesTuplesList
            )

        #debug
        '''
        self.debug(('self.',self,['GridedScanRetrieveListsList']))
        '''

        #Return self
        #return self

#</DefineClass>

View the Grider sources on Github

Example

Now we do a grid that first grid in each sub components, get the retrive index lists and so do the scan in the upper layers with all the combiations of retrieve lists.

#ImportModules
import ShareYourSystem as SYS
from ShareYourSystem.Standards.Classors import Classer
from ShareYourSystem.Standards.Controllers import Grider
import numpy as np

#Define a Sumer class
@Classer.ClasserClass()
class SumerClass(Grider.GriderClass):

    #Definition
    RepresentingKeyStrsList=[
                                'SumingFirstInt',
                                'SumingSecondInt',
                                'SumedTotalInt'
                            ]

    def default_init(self,
                        _SumingFirstInt=0,
                        _SumingSecondInt=0,
                        _SumedTotalInt=0
                    ):

        #Call the parent init method
        self.__class__.__bases__[0].__init__(self)

    def do_sum(self):

        #set the SumedTotalInt
        self.SumedTotalInt=self.SumingFirstInt+self.SumingSecondInt

#Define a Factorizer class
@Classer.ClasserClass()
class FactorizerClass(Grider.GriderClass):

    #Definition
    RepresentingKeyStrsList=[
                                'FactorizingPowerFloat',
                                'FactorizedTotalFloat'
                            ]

    def default_init(self,
                        _FactorizingPowerFloat=1.,
                        _FactorizedTotalFloat=0.
                    ):

        #Call the parent init method
        self.__class__.__bases__[0].__init__(self)

        #Build the output hierarchy
        self.produce(
                ['X','Y'],
                SumerClass,
                **{'CollectingCollectionStr':self.OrganizingComponentsCollectionStr}
            )

    def do_factorize(self):

        #debug
        '''
        self.debug('We factorize here')
        '''

        #set the FactorizedTotalFloat
        self.FactorizedTotalFloat=np.power(
            sum(
                map(
                    lambda __DeriveSumer:
                    __DeriveSumer.SumedTotalInt,
                    self[self.OrganizedComponentsGetStr]
                )
            ),
            self.FactorizingPowerFloat
        )

#Definition of a Factorizer 
MyFactorizer=FactorizerClass().__setitem__(
    "Dis_<Component>",
    [
        [
            (
                'GridingScanTuplesList',
                [
                    ('SumingFirstInt',[1]),
                    ('SumingSecondInt',[2,4])
                ]
            ),
        ],
        [
            (
                'GridingScanTuplesList',
                [
                    ('SumingFirstInt',[0,1]),
                    ('SumingSecondInt',[3])
                ]
            ),
        ],
    ]
)

#grid
MyFactorizer.grid([('FactorizingPowerFloat',[1,2])])

#Definition the AttestedStr
SYS._attest(
    [
        'MyFactorizer is '+SYS._str(
        MyFactorizer,
        **{
            'RepresentingBaseKeyStrsListBool':False,
            'RepresentingAlineaIsBool':False
        }
        ),
        'hdf5 file is : '+MyFactorizer.hdfview().hdfclose().HdformatedConsoleStr
    ]
) 

#Print
>>>

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                                    ////////////////////////////////
                                    Attentioner/__init__.py do_attention
                                    From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                    ////////////////////////////////

                                    l.60 : 
                                    *****
                                    I am with [('NodeKeyStr', 'ParametersHierarchizer')]
                                    *****
                                    self.AttentioningCollectionStr is PreConnectome
                                    self.GraspingClueVariable is /NodePointDeriveNoder/<Component>XSumer/<Data>ParametersHierarchizer

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                                    xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                    ////////////////////////////////
                                    Attentioner/__init__.py do_attention
                                    From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                    ////////////////////////////////

                                    l.60 : 
                                    *****
                                    I am with [('NodeKeyStr', 'ParametersHierarchizer')]
                                    *****
                                    self.AttentioningCollectionStr is PreConnectome
                                    self.GraspingClueVariable is /NodePointDeriveNoder/<Component>YSumer/<Data>ParametersHierarchizer

                                    xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                                    xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                    ////////////////////////////////
                                    Attentioner/__init__.py do_attention
                                    From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                    ////////////////////////////////

                                    l.60 : 
                                    *****
                                    I am with [('NodeKeyStr', 'ResultsHierarchizer')]
                                    *****
                                    self.AttentioningCollectionStr is PreConnectome
                                    self.GraspingClueVariable is /NodePointDeriveNoder/<Data>ParametersHierarchizer

                                    xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                                    xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                    ////////////////////////////////
                                    Attentioner/__init__.py do_attention
                                    From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                    ////////////////////////////////

                                    l.60 : 
                                    *****
                                    I am with [('NodeKeyStr', 'ResultsHierarchizer')]
                                    *****
                                    self.AttentioningCollectionStr is PreConnectome
                                    self.GraspingClueVariable is /NodePointDeriveNoder/<Data>ParametersHierarchizer

                                    xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                                    xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                    ////////////////////////////////
                                    Attentioner/__init__.py do_attention
                                    From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                    ////////////////////////////////

                                    l.60 : 
                                    *****
                                    I am with [('NodeKeyStr', 'ResultsHierarchizer')]
                                    *****
                                    self.AttentioningCollectionStr is PreConnectome
                                    self.GraspingClueVariable is /NodePointDeriveNoder/<Data>ParametersHierarchizer

                                    xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                        ////////////////////////////////
                                        Attentioner/__init__.py do_attention
                                        From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                        ////////////////////////////////

                                        l.60 : 
                                        *****
                                        I am with [('NodeKeyStr', 'ResultsHierarchizer')]
                                        *****
                                        self.AttentioningCollectionStr is PreConnectome
                                        self.GraspingClueVariable is /NodePointDeriveNoder/<Data>ParametersHierarchizer

                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                        ////////////////////////////////
                        Grider/__init__.py do_grid
                        From Grider/__init__.py do_grid | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                        ////////////////////////////////

                        l.65 : 
                        *****
                        I am with [('NodeKeyStr', 'XSumer')]
                        *****
                        self.GridedComponentRetrieveListsList is []

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                                        ////////////////////////////////
                                        Attentioner/__init__.py do_attention
                                        From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                        ////////////////////////////////

                                        l.60 : 
                                        *****
                                        I am with [('ModelingKeyStr', 'ParametersHierarchizer'), ('NodeKeyStr', 'ParametersHierarchizer')]
                                        *****
                                        self.AttentioningCollectionStr is PreConnectome
                                        self.GraspingClueVariable is /NodePointDeriveNoder/<Component>XSumer/<Data>ParametersHierarchizer

                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                        ////////////////////////////////
                                        Attentioner/__init__.py do_attention
                                        From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                        ////////////////////////////////

                                        l.60 : 
                                        *****
                                        I am with [('ModelingKeyStr', 'ParametersHierarchizer'), ('NodeKeyStr', 'ParametersHierarchizer')]
                                        *****
                                        self.AttentioningCollectionStr is PreConnectome
                                        self.GraspingClueVariable is /NodePointDeriveNoder/<Component>YSumer/<Data>ParametersHierarchizer

                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                        ////////////////////////////////
                                        Attentioner/__init__.py do_attention
                                        From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                        ////////////////////////////////

                                        l.60 : 
                                        *****
                                        I am with [('ModelingKeyStr', 'ResultsHierarchizer'), ('NodeKeyStr', 'ResultsHierarchizer')]
                                        *****
                                        self.AttentioningCollectionStr is PreConnectome
                                        self.GraspingClueVariable is /NodePointDeriveNoder/<Data>ParametersHierarchizer

                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                        ////////////////////////////////
                                        Attentioner/__init__.py do_attention
                                        From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                        ////////////////////////////////

                                        l.60 : 
                                        *****
                                        I am with [('ModelingKeyStr', 'ResultsHierarchizer'), ('NodeKeyStr', 'ResultsHierarchizer')]
                                        *****
                                        self.AttentioningCollectionStr is PreConnectome
                                        self.GraspingClueVariable is /NodePointDeriveNoder/<Data>ParametersHierarchizer

                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                        ////////////////////////////////
                                        Attentioner/__init__.py do_attention
                                        From Attentioner/__init__.py do_attention | Connecter/__init__.py do_connect | Networker/__init__.py do_network | Storer/__init__.py do_store | Grider/__init__.py do_grid | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                                        ////////////////////////////////

                                        l.60 : 
                                        *****
                                        I am with [('ModelingKeyStr', 'ResultsHierarchizer'), ('NodeKeyStr', 'ResultsHierarchizer')]
                                        *****
                                        self.AttentioningCollectionStr is PreConnectome
                                        self.GraspingClueVariable is /NodePointDeriveNoder/<Data>ParametersHierarchizer

                                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                        ////////////////////////////////
                        Grider/__init__.py do_grid
                        From Grider/__init__.py do_grid | Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                        ////////////////////////////////

                        l.65 : 
                        *****
                        I am with [('NodeKeyStr', 'YSumer')]
                        *****
                        self.GridedComponentRetrieveListsList is []

                        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx


                    xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                    ////////////////////////////////
                    Grider/__init__.py do_grid
                    From Grider/__init__.py do_grid | site-packages/six.py exec_ | Celler/__init__.py do_cell | Notebooker/__init__.py do_notebook | Documenter/__init__.py do_inform | inform.py <module>
                    ////////////////////////////////

                    l.65 : 
                    *****
                    I am with [('NodeKeyStr', 'TopFactorizer')]
                    *****
                    self.GridedComponentRetrieveListsList is 
                       /[
                       /  0 : 
                       /   /[
                       /   /  0 : [0, 0]
                       /   /  1 : [0, 2]
                       /   /]
                       /  1 : 
                       /   /[
                       /   /  0 : [0, 3]
                       /   /  1 : [0, 0]
                       /   /]
                       /]

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*****Start of the Attest *****

MyFactorizer is < (FactorizerClass), 4555535056>
   /{ 
   /  '<New><Instance>ComponentCollectionOrderedDict' : 
   /   /{ 
   /   /  'XSumer' : < (SumerClass), 4559652816>
   /   /   /{ 
   /   /   /  '<New><Instance>ComponentCollectionOrderedDict' : 
   /   /   /   /{ 
   /   /   /   /}
   /   /   /  '<New><Instance>DataCollectionOrderedDict' : 
   /   /   /   /{ 
   /   /   /   /  'ParametersHierarchizer' : < (HierarchizerClass), 4559811280>
   /   /   /   /   /{ 
   /   /   /   /   /  '<New><Instance>ComponentCollectionOrderedDict' : 
   /   /   /   /   /   /{ 
   /   /   /   /   /   /}
   /   /   /   /   /  '<New><Instance>DataCollectionOrderedDict' : 
   /   /   /   /   /   /{ 
   /   /   /   /   /   /}
   /   /   /   /   /  '<New><Instance>IdInt' : 4559811280
   /   /   /   /   /  '<New><Instance>NetworkAttentionStr' : Pre
   /   /   /   /   /  '<New><Instance>NetworkCatchStr' : Post
   /   /   /   /   /  '<New><Instance>NetworkCollectionStr' : Connectome
   /   /   /   /   /  '<New><Instance>NewtorkAttentionStr' : 
   /   /   /   /   /  '<New><Instance>NewtorkCatchStr' : 
   /   /   /   /   /  '<New><Instance>NewtorkCollectionStr' : 
   /   /   /   /   /  '<New><Instance>NodeCollectionStr' : Data
   /   /   /   /   /  '<New><Instance>NodeIndexInt' : 0
   /   /   /   /   /  '<New><Instance>NodeKeyStr' : ParametersHierarchizer
   /   /   /   /   /  '<New><Instance>NodePointDeriveNoder' : {...}< (SumerClass), 4559652816>
   /   /   /   /   /  '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4560020128>
   /   /   /   /   /  '<New><Instance>PreConnectomeCollectionOrderedDict' : 
   /   /   /   /   /   /{ 
   /   /   /   /   /   /  'ParametersHierarchizer_XSumer>TopFactorizer<ParametersHierarchizerPointer' : < (PointerClass), 4559510928>
   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559510928
   /   /   /   /   /   /   /  '<New><Instance>CatchToPointVariable' : < (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /  '<New><Instance>ComponentCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /  '<New><Instance>DataCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4555535760
   /   /   /   /   /   /   /   /  '<New><Instance>NetworkAttentionStr' : Pre
   /   /   /   /   /   /   /   /  '<New><Instance>NetworkCatchStr' : Post
   /   /   /   /   /   /   /   /  '<New><Instance>NetworkCollectionStr' : Connectome
   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkAttentionStr' : 
   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCatchStr' : 
   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCollectionStr' : 
   /   /   /   /   /   /   /   /  '<New><Instance>NodeCollectionStr' : Data
   /   /   /   /   /   /   /   /  '<New><Instance>NodeIndexInt' : 0
   /   /   /   /   /   /   /   /  '<New><Instance>NodeKeyStr' : ParametersHierarchizer
   /   /   /   /   /   /   /   /  '<New><Instance>NodePointDeriveNoder' : {...}< (FactorizerClass), 4555535056>
   /   /   /   /   /   /   /   /  '<New><Instance>NodePointOrderedDict' : 
   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /  'ParametersHierarchizer' : {...}< (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /   /   /  'ResultsHierarchizer' : < (HierarchizerClass), 4559653968>
   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>ComponentCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>DataCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559653968
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NetworkAttentionStr' : Pre
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NetworkCatchStr' : Post
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NetworkCollectionStr' : Connectome
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkAttentionStr' : 
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCatchStr' : 
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCollectionStr' : 
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeCollectionStr' : Data
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeIndexInt' : 1
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeKeyStr' : ResultsHierarchizer
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodePointDeriveNoder' : {...}< (FactorizerClass), 4555535056>
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4557626928>
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>PostConnectomeCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /  '_NodePointDeriveNoder_<Data>ParametersHierarchizerPointer' : < (PointerClass), 4559510544>
   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559510544
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>CatchToPointVariable' : {...}< (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedPathBackVariable' : 
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedGetVariable' : {...}< (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingGetVariable' : {...}< (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>TagStr' : Networked
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>_ModelingDescriptionTuplesList' : 
   /   /   /   /   /   /   /   /   /   /   /[
   /   /   /   /   /   /   /   /   /   /   /  0 : 
   /   /   /   /   /   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /   /   /   /   /   /  0 : JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList
   /   /   /   /   /   /   /   /   /   /   /   /  1 : JoinTopFactorizerParametersHierarchizerModelRetrieveIndexesList
   /   /   /   /   /   /   /   /   /   /   /   /  2 : Int64Col(shape=(2,), dflt=0, pos=None)
   /   /   /   /   /   /   /   /   /   /   /   /)
   /   /   /   /   /   /   /   /   /   /   /  1 : 
   /   /   /   /   /   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /   /   /   /   /   /  0 : FactorizedTotalFloat
   /   /   /   /   /   /   /   /   /   /   /   /  1 : FactorizedTotalFloat
   /   /   /   /   /   /   /   /   /   /   /   /  2 : Float64Col(shape=(), dflt=0.0, pos=None)
   /   /   /   /   /   /   /   /   /   /   /   /)
   /   /   /   /   /   /   /   /   /   /   /]
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>_RowingKeyStrsList' : ['JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList']
   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /  '<New><Instance>PostConnectomeCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /  '_NodePointDeriveNoder_<Component>XSumer_<Data>ParametersHierarchizerPointer' : < (PointerClass), 4559510800>
   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559510800
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>CatchToPointVariable' : {...}< (HierarchizerClass), 4559811280>
   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedPathBackVariable' : 
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedGetVariable' : {...}< (HierarchizerClass), 4559811280>
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingGetVariable' : {...}< (HierarchizerClass), 4559811280>
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /  '_NodePointDeriveNoder_<Component>YSumer_<Data>ParametersHierarchizerPointer' : < (PointerClass), 4556651856>
   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4556651856
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>CatchToPointVariable' : < (HierarchizerClass), 4559705488>
   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>ComponentCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>DataCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559705488
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NetworkAttentionStr' : Pre
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NetworkCatchStr' : Post
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NetworkCollectionStr' : Connectome
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkAttentionStr' : 
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCatchStr' : 
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCollectionStr' : 
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeCollectionStr' : Data
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeIndexInt' : 0
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeKeyStr' : ParametersHierarchizer
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodePointDeriveNoder' : < (SumerClass), 4559653776>
   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>ComponentCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>DataCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /   /  'ParametersHierarchizer' : {...}< (HierarchizerClass), 4559705488>
   /   /   /   /   /   /   /   /   /   /   /   /   /  'ResultsHierarchizer' : < (HierarchizerClass), 4559707152>
   /   /   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>ComponentCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>DataCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559707152
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NetworkAttentionStr' : Pre
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NetworkCatchStr' : Post
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NetworkCollectionStr' : Connectome
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkAttentionStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCatchStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCollectionStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeCollectionStr' : Data
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeIndexInt' : 1
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeKeyStr' : ResultsHierarchizer
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodePointDeriveNoder' : {...}< (SumerClass), 4559653776>
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4560022792>
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>PostConnectomeCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '_NodePointDeriveNoder_<Data>ParametersHierarchizerPointer' : < (PointerClass), 4559511056>
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559511056
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>CatchToPointVariable' : {...}< (HierarchizerClass), 4559705488>
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedPathBackVariable' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedGetVariable' : {...}< (HierarchizerClass), 4559705488>
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingGetVariable' : {...}< (HierarchizerClass), 4559705488>
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>TagStr' : Networked
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>_ModelingDescriptionTuplesList' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /[
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  0 : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  0 : JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  1 : JoinYSumerParametersHierarchizerModelRetrieveIndexesList
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  2 : Int64Col(shape=(2,), dflt=0, pos=None)
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /)
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  1 : 
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  0 : SumedTotalInt
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  1 : SumedTotalInt
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /  2 : Int32Col(shape=(), dflt=0, pos=None)
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /)
   /   /   /   /   /   /   /   /   /   /   /   /   /   /   /]
   /   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>_RowingKeyStrsList' : ['JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList']
   /   /   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559653776
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>JoinedYSumerResultsHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList' : [0, 0]
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkAttentionStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCatchStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NewtorkCollectionStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeCollectionStr' : Component
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeIndexInt' : 1
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodeKeyStr' : YSumer
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodePointDeriveNoder' : {...}< (FactorizerClass), 4555535056>
   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4537425456>
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>SumedTotalInt' : 4
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>SumingFirstInt' : 1
   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>SumingSecondInt' : 3
   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4560022792>
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>PreConnectomeCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /  'ParametersHierarchizer_YSumer>TopFactorizer<ParametersHierarchizerPointer' : < (PointerClass), 4559510352>
   /   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559510352
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>CatchToPointVariable' : {...}< (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedPathBackVariable' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedGetVariable' : {...}< (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingGetVariable' : {...}< (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /   /  'ParametersHierarchizer_YSumer>TopFactorizer<YSumer_ResultsHierarchizerPointer' : < (PointerClass), 4559511440>
   /   /   /   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559511440
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>CatchToPointVariable' : {...}< (HierarchizerClass), 4559707152>
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedPathBackVariable' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedGetVariable' : {...}< (HierarchizerClass), 4559707152>
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingGetVariable' : {...}< (HierarchizerClass), 4559707152>
   /   /   /   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>_ModelingDescriptionTuplesList' : 
   /   /   /   /   /   /   /   /   /   /   /   /[
   /   /   /   /   /   /   /   /   /   /   /   /  0 : 
   /   /   /   /   /   /   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /   /   /   /   /   /   /  0 : SumingFirstInt
   /   /   /   /   /   /   /   /   /   /   /   /   /  1 : SumingFirstInt
   /   /   /   /   /   /   /   /   /   /   /   /   /  2 : Int32Col(shape=(), dflt=0, pos=None)
   /   /   /   /   /   /   /   /   /   /   /   /   /)
   /   /   /   /   /   /   /   /   /   /   /   /  1 : 
   /   /   /   /   /   /   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /   /   /   /   /   /   /  0 : SumingSecondInt
   /   /   /   /   /   /   /   /   /   /   /   /   /  1 : SumingSecondInt
   /   /   /   /   /   /   /   /   /   /   /   /   /  2 : Int32Col(shape=(), dflt=0, pos=None)
   /   /   /   /   /   /   /   /   /   /   /   /   /)
   /   /   /   /   /   /   /   /   /   /   /   /]
   /   /   /   /   /   /   /   /   /   /   /  '<New><Instance>_RowingKeyStrsList' : ['SumingFirstInt', 'SumingSecondInt']
   /   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedPathBackVariable' : 
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedGetVariable' : {...}< (HierarchizerClass), 4559705488>
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingGetVariable' : {...}< (HierarchizerClass), 4559705488>
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /  '<New><Instance>PreConnectomeCollectionOrderedDict' : 
   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /  'ParametersHierarchizer>TopFactorizer<ResultsHierarchizerPointer' : < (PointerClass), 4559509136>
   /   /   /   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4559509136
   /   /   /   /   /   /   /   /   /   /  '<New><Instance>CatchToPointVariable' : {...}< (HierarchizerClass), 4559653968>
   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /  '<Spe><Class>PointedPathBackVariable' : 
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedGetVariable' : {...}< (HierarchizerClass), 4559653968>
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingBackSetStr' : 
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingGetVariable' : {...}< (HierarchizerClass), 4559653968>
   /   /   /   /   /   /   /   /   /   /  '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
   /   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /   /  '<New><Instance>_ModelingDescriptionTuplesList' : 
   /   /   /   /   /   /   /   /   /[
   /   /   /   /   /   /   /   /   /  0 : 
   /   /   /   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /   /   /   /  0 : JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList
   /   /   /   /   /   /   /   /   /   /  1 : JoinXSumerParametersHierarchizerModelRetrieveIndexesList
   /   /   /   /   /   /   /   /   /   /  2 : Int64Col(shape=(2,), dflt=0, pos=None)
   /   /   /   /   /   /   /   /   /   /)
   /   /   /   /   /   /   /   /   /  1 : 
   /   /   /   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /   /   /   /  0 : JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList
   /   /   /   /   /   /   /   /   /   /  1 : JoinYSumerParametersHierarchizerModelRetrieveIndexesList
   /   /   /   /   /   /   /   /   /   /  2 : Int64Col(shape=(2,), dflt=0, pos=None)
   /   /   /   /   /   /   /   /   /   /)
   /   /   /   /   /   /   /   /   /  2 : 
   /   /   /   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /   /   /   /  0 : FactorizingPowerFloat
   /   /   /   /   /   /   /   /   /   /  1 : FactorizingPowerFloat
   /   /   /   /   /   /   /   /   /   /  2 : Float64Col(shape=(), dflt=0.0, pos=None)
   /   /   /   /   /   /   /   /   /   /)
   /   /   /   /   /   /   /   /   /]
   /   /   /   /   /   /   /   /  '<New><Instance>_RowingKeyStrsList' : ['JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList', 'JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList', 'FactorizingPowerFloat']
   /   /   /   /   /   /   /   /}
   /   /   /   /   /   /   /  '<Spe><Class>PointedBackSetStr' : 
   /   /   /   /   /   /   /  '<Spe><Class>PointedPathBackVariable' : 
   /   /   /   /   /   /   /  '<Spe><Instance>PointedGetVariable' : {...}< (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /  '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
   /   /   /   /   /   /   /  '<Spe><Instance>PointingBackSetStr' : 
   /   /   /   /   /   /   /  '<Spe><Instance>PointingGetVariable' : {...}< (HierarchizerClass), 4555535760>
   /   /   /   /   /   /   /  '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
   /   /   /   /   /   /   /}
   /   /   /   /   /   /  'ParametersHierarchizer_XSumer>TopFactorizer<XSumer_ResultsHierarchizerPointer' : < (PointerClass), 4555498960>
   /   /   /   /   /   /   /{ 
   /   /   /   /   /   /   /  '<New><Instance>IdInt' : 4555498960
   /   /   /   /   /   /   /  '<New><Instance>CatchToPointVariable' : < (HierarchizerClass), 4559812112>{...}< (dict), 4540826240>
   /   /   /   /   /   /   /  '<Spe><Class>PointedBackSetStr' : 
   /   /   /   /   /   /   /  '<Spe><Class>PointedPathBackVariable' : 
   /   /   /   /   /   /   /  '<Spe><Instance>PointedGetVariable' : {...}< (HierarchizerClass), 4559812112>
   /   /   /   /   /   /   /  '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
   /   /   /   /   /   /   /  '<Spe><Instance>PointingBackSetStr' : 
   /   /   /   /   /   /   /  '<Spe><Instance>PointingGetVariable' : {...}< (HierarchizerClass), 4559812112>
   /   /   /   /   /   /   /  '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
   /   /   /   /   /   /   /}
   /   /   /   /   /   /}
   /   /   /   /   /  '<New><Instance>_ModelingDescriptionTuplesList' : 
   /   /   /   /   /   /[
   /   /   /   /   /   /  0 : 
   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /  0 : SumingFirstInt
   /   /   /   /   /   /   /  1 : SumingFirstInt
   /   /   /   /   /   /   /  2 : Int32Col(shape=(), dflt=0, pos=None)
   /   /   /   /   /   /   /)
   /   /   /   /   /   /  1 : 
   /   /   /   /   /   /   /(
   /   /   /   /   /   /   /  0 : SumingSecondInt
   /   /   /   /   /   /   /  1 : SumingSecondInt
   /   /   /   /   /   /   /  2 : Int32Col(shape=(), dflt=0, pos=None)
   /   /   /   /   /   /   /)
   /   /   /   /   /   /]
   /   /   /   /   /  '<New><Instance>_RowingKeyStrsList' : ['SumingFirstInt', 'SumingSecondInt']
   /   /   /   /   /}
   /   /   /   /  'ResultsHierarchizer' : {...}< (HierarchizerClass), 4559812112>
   /   /   /   /}
   /   /   /  '<New><Instance>IdInt' : 4559652816
   /   /   /  '<New><Instance>JoinedXSumerResultsHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList' : [0, 2]
   /   /   /  '<New><Instance>NewtorkAttentionStr' : 
   /   /   /  '<New><Instance>NewtorkCatchStr' : 
   /   /   /  '<New><Instance>NewtorkCollectionStr' : 
   /   /   /  '<New><Instance>NodeCollectionStr' : Component
   /   /   /  '<New><Instance>NodeIndexInt' : 0
   /   /   /  '<New><Instance>NodeKeyStr' : XSumer
   /   /   /  '<New><Instance>NodePointDeriveNoder' : {...}< (FactorizerClass), 4555535056>
   /   /   /  '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4537425456>
   /   /   /  '<Spe><Instance>SumedTotalInt' : 5
   /   /   /  '<Spe><Instance>SumingFirstInt' : 1
   /   /   /  '<Spe><Instance>SumingSecondInt' : 4
   /   /   /}
   /   /  'YSumer' : {...}< (SumerClass), 4559653776>
   /   /}
   /  '<New><Instance>DataCollectionOrderedDict' : {...}< (OrderedDict), 4557626928>
   /  '<New><Instance>IdInt' : 4555535056
   /  '<New><Instance>JoinedTopFactorizerParametersHierarchizerModelToXSumerParametersHierarchizerModelRetrieveIndexesList' : [0, 2]
   /  '<New><Instance>JoinedTopFactorizerParametersHierarchizerModelToYSumerParametersHierarchizerModelRetrieveIndexesList' : [0, 0]
   /  '<New><Instance>JoinedTopFactorizerResultsHierarchizerModelToTopFactorizerParametersHierarchizerModelRetrieveIndexesList' : [0, 6]
   /  '<New><Instance>NewtorkAttentionStr' : 
   /  '<New><Instance>NewtorkCatchStr' : 
   /  '<New><Instance>NewtorkCollectionStr' : 
   /  '<New><Instance>NodeCollectionStr' : Globals
   /  '<New><Instance>NodeIndexInt' : -1
   /  '<New><Instance>NodeKeyStr' : TopFactorizer
   /  '<New><Instance>NodePointDeriveNoder' : None
   /  '<New><Instance>NodePointOrderedDict' : None
   /  '<Spe><Instance>FactorizedTotalFloat' : 81
   /  '<Spe><Instance>FactorizingPowerFloat' : 2
   /}

------

hdf5 file is : /                        Group
/TopFactorizer           Group
/TopFactorizer/XSumer    Group
/TopFactorizer/XSumer/xx0xxParametersHierarchizerTable Dataset {3/Inf}
    Data:
        (0) {RowInt=0, SumingFirstInt=1, SumingSecondInt=2},
        (1) {RowInt=1, SumingFirstInt=2, SumingSecondInt=2},
        (2) {RowInt=2, SumingFirstInt=1, SumingSecondInt=4}
/TopFactorizer/XSumer/xx0xxResultsHierarchizerTable Dataset {3/Inf}
    Data:
        (0) {JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,0], 
        (0)  RowInt=0, SumedTotalInt=3},
        (1) {JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,1], 
        (1)  RowInt=1, SumedTotalInt=4},
        (2) {JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,2], 
        (2)  RowInt=2, SumedTotalInt=5}
/TopFactorizer/YSumer    Group
/TopFactorizer/YSumer/xx0xxParametersHierarchizerTable Dataset {4/Inf}
    Data:
        (0) {RowInt=0, SumingFirstInt=1, SumingSecondInt=3},
        (1) {RowInt=1, SumingFirstInt=1, SumingSecondInt=4},
        (2) {RowInt=2, SumingFirstInt=0, SumingSecondInt=0},
        (3) {RowInt=3, SumingFirstInt=0, SumingSecondInt=3}
/TopFactorizer/YSumer/xx0xxResultsHierarchizerTable Dataset {4/Inf}
    Data:
        (0) {JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,0], 
        (0)  RowInt=0, SumedTotalInt=4},
        (1) {JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,1], 
        (1)  RowInt=1, SumedTotalInt=5},
        (2) {JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,2], 
        (2)  RowInt=2, SumedTotalInt=0},
        (3) {JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,3], 
        (3)  RowInt=3, SumedTotalInt=3}
/xx0xxParametersHierarchizerTable Dataset {7/Inf}
    Data:
        (0) {FactorizingPowerFloat=1, 
        (0)  JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,0], 
        (0)  JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,0], 
        (0)  RowInt=0},
        (1) {FactorizingPowerFloat=1, 
        (1)  JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,1], 
        (1)  JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,1], 
        (1)  RowInt=1},
        (2) {FactorizingPowerFloat=1, 
        (2)  JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,0], 
        (2)  JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,2], 
        (2)  RowInt=2},
        (3) {FactorizingPowerFloat=1, 
        (3)  JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,2], 
        (3)  JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,2], 
        (3)  RowInt=3},
        (4) {FactorizingPowerFloat=1, 
        (4)  JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,2], 
        (4)  JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,3], 
        (4)  RowInt=4},
        (5) {FactorizingPowerFloat=1, 
        (5)  JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,2], 
        (5)  JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,0], 
        (5)  RowInt=5},
        (6) {FactorizingPowerFloat=2, 
        (6)  JoinXSumerParametersHierarchizerModelRetrieveIndexesList=[0,2], 
        (6)  JoinYSumerParametersHierarchizerModelRetrieveIndexesList=[0,0], 
        (6)  RowInt=6}
/xx0xxResultsHierarchizerTable Dataset {7/Inf}
    Data:
        (0) {FactorizedTotalFloat=7, 
        (0)  JoinTopFactorizerParametersHierarchizerModelRetrieveIndexesList=[0,
        (0)  0], RowInt=0},
        (1) {FactorizedTotalFloat=9, 
        (1)  JoinTopFactorizerParametersHierarchizerModelRetrieveIndexesList=[0,
        (1)  1], RowInt=1},
        (2) {FactorizedTotalFloat=0, 
        (2)  JoinTopFactorizerParametersHierarchizerModelRetrieveIndexesList=[0,
        (2)  2], RowInt=2},
        (3) {FactorizedTotalFloat=0, 
        (3)  JoinTopFactorizerParametersHierarchizerModelRetrieveIndexesList=[0,
        (3)  3], RowInt=3},
        (4) {FactorizedTotalFloat=0, 
        (4)  JoinTopFactorizerParametersHierarchizerModelRetrieveIndexesList=[0,
        (4)  4], RowInt=4},
        (5) {FactorizedTotalFloat=0, 
        (5)  JoinTopFactorizerParametersHierarchizerModelRetrieveIndexesList=[0,
        (5)  5], RowInt=5},
        (6) {FactorizedTotalFloat=81, 
        (6)  JoinTopFactorizerParametersHierarchizerModelRetrieveIndexesList=[0,
        (6)  6], RowInt=6}


*****End of the Attest *****