Joiner instances helps to insert in joined databases, get the corresponding RetrieveIndexesLists if it was already inserted, and then insert locally depending if it is a new row compared to all JoinedRetrieveIndexesListsList
View the Joiner notebook on [NbViewer](http://nbviewer.ipython.org/url/shareyoursystem.ouvaton.org/Joiner.ipynb)
# -*- coding: utf-8 -*-
"""
<DefineSource>
@Date : Fri Nov 14 13:20:38 2014 \n
@Author : Erwan Ledoux \n\n
</DefineSource>
Joiner instances helps to insert in joined databases, get the corresponding
RetrieveIndexesLists if it was already inserted, and then insert locally
depending if it is a new row compared to all JoinedRetrieveIndexesListsList
"""
#<DefineAugmentation>
import ShareYourSystem as SYS
BaseModuleStr="ShareYourSystem.Standards.Modelers.Merger"
DecorationModuleStr="ShareYourSystem.Standards.Classors.Classer"
SYS.setSubModule(globals())
#</DefineAugmentation>
#<ImportSpecificModules>
Featurer=BaseModule
import collections
import tables
from ShareYourSystem.Standards.Modelers import Modeler
#</ImportSpecificModules>
#<DefineLocals>
JoinStr='__'
JoinDeepStr='/'
#</DefineLocals>
#<DefineFunctions>
def getJoinedRetrieveIndexesListWithInstanceVariableAndDeriveDatabaser(
_InstanceVariable,_DeriveDatabaser):
#Table
_DeriveDatabaser.table().pick(['TabledInt',-1])
#set the JoinedRetrieveIndexesListKeyStr
return [_DeriveDatabaser.TabledInt,-1]
#<DefineFunctions>
#<DefineClass>
@DecorationClass(**{
'ClassingSwitchMethodStrsList':[
'model',
'tabular',
'join',
'insert'
]
})
class JoinerClass(BaseClass):
#Definition
RepresentingKeyStrsList=[
'JoiningCollectionStr',
'JoiningCatchStr',
'JoiningAttentionStr',
'JoiningFindBeforeBool',
'JoinedCatchCollectionOrderedDict',
'JoinedCatchDeriveJoinersList',
'JoinedRetrieveIndexesListGetStrsList',
'JoinedRetrieveIndexesListColumnStrsList',
'JoinedInsertIndexIntsList'
]
def default_init(self,
_JoiningCollectionStr="",
_JoiningCatchStr="",
_JoiningAttentionStr="",
_JoiningFindBeforeBool=True,
_JoinedAttentionCollectionOrderedDict=None,
_JoinedCatchCollectionOrderedDict=None,
_JoinedCatchDeriveJoinersList=None,
_JoinedRetrieveIndexesListGetStrsList=None,
_JoinedRetrieveIndexesListColumnStrsList=None,
_JoinedInsertIndexIntsList=None,
**_KwargVariablesDict
):
#Call the parent init method
BaseClass.__init__(self,**_KwargVariablesDict)
def mimic_model(self):
#debug
'''
self.debug('We join first')
'''
#<NotHook>
#join first
self.join()
#</NotHook>
#debug
'''
self.debug('Add in the ModelingDescriptionTuplesList')
'''
#set
if len(self.JoinedRetrieveIndexesListColumnStrsList)>0:
self.ModelingDescriptionTuplesList=map(
lambda __JoinedRetrieveIndexesListGetStr,__JoinedRetrieveIndexesListColumnStr:
(
__JoinedRetrieveIndexesListGetStr,
__JoinedRetrieveIndexesListColumnStr,
tables.Int64Col(shape=2)
),
self.JoinedRetrieveIndexesListGetStrsList,
self.JoinedRetrieveIndexesListColumnStrsList
)+self.ModelingDescriptionTuplesList
#debug
'''
self.debug(
[
('self.',self,['ModelingDescriptionTuplesList']),
'Now call the parent model method'
]
)
'''
#<NotHook>
#join and model first
BaseClass.model(self)
#</NotHook>
def mimic_row(self):
#debug
'''
self.debug('Maybe we have to join first')
'''
#<NotHook>
#table and join first
self.table()
self.join()
#</NotHook>
#debug
'''
self.debug(
[
("We are going to check if is already inserted in the joined databases..."),
('self.',self,['JoinedCatchDeriveJoinersList'])
]
)
'''
#set
self.JoinedInsertIndexIntsList=map(
lambda __JoinedDeriveDatabaserPointer:
__JoinedDeriveDatabaserPointer.row().RowedIndexInt,
self.JoinedCatchDeriveJoinersList
)
#debug
'''
self.debug(('self.',self,[
'JoinedInsertIndexIntsList',
'JoinedRetrieveIndexesListGetStrsList'
]))
'''
#set the modeled int in the retrieve tuples
map(
lambda __JoinedRetrieveIndexesListGetStr,__JoinedInsertIndexInt:
getattr(
self.NodePointDeriveNoder,
__JoinedRetrieveIndexesListGetStr
).__setitem__(
1,
__JoinedInsertIndexInt
),
self.JoinedRetrieveIndexesListGetStrsList,
self.JoinedInsertIndexIntsList
)
#debug
'''
self.debug([
('Before updating the RowingKeyStrsList'),
#('self.',self,['NodePointDeriveNoder'])
('model first to set the ModeledGetStrToColumStr')
]
)
'''
#Model first to set the ModeledGetStrToColumStr
#self.model()
#Add in the RowingKeyStrsList
self.RowingKeyStrsList=self.JoinedRetrieveIndexesListGetStrsList+self.RowingKeyStrsList
#debug
'''
self.debug('Now row with Featurer')
'''
#<NotHook>
#row then
BaseClass.row(self)
#</NotHook>
#debug
'''
self.debug('Ok row is over for joining')
'''
def mimic_insert(self):
#<NotHook>
#row first
self.row()
#</NotHook>
#debug
'''
self.debug(
[
'First setSwitch and make insert the catched databases',
('self.',self,[
'JoiningCatchStr',
'JoiningCollectionStr'
])
]
)
'''
#Insert the post joined databases
self.JoinedInsertIndexIntsList=map(
lambda __JoinedCatchDeriveJoinerPointer:
__JoinedCatchDeriveJoinerPointer.CatchToPointVariable.insert(),
self.JoinedCatchCollectionOrderedDict.values(),
)
#switch first
self.transmit(
[
('setSwitch',{
'LiargVariablesList':[],
'KwargVariablesDict':
{
'_ClassVariable':"Joiner",
'_DoStrsList':['Insert']
}
}
)
],
[self.JoiningCatchStr+self.JoiningCollectionStr]
)
#debug
'''
self.debug('Now we can insert here')
'''
#<NotHook>
#insert then
BaseClass.insert(self)
#</NotHook>
def mimic_retrieve(self):
#debug
'''
self.debug(('self.',self,['RetrievingIndexesList']))
'''
#<NotHook>
#retrieve first
BaseClass.retrieve(self)
#</NotHook>
#Retrieve in the joined databases
self.JoinedInsertIndexIntsList=map(
lambda __JoinedRetrieveIndexesListGetStr,__JoinedDeriveDatabaserPointer:
__JoinedDeriveDatabaserPointer.retrieve(
getattr(
self.NodePointDeriveNoder,
__JoinedRetrieveIndexesListGetStr
)
),
self.JoinedRetrieveIndexesListGetStrsList,
self.JoinedCatchDeriveJoinersList
)
def mimic_find(self):
#<NotHook>
#table first
self.table()
#</NotHook>
#debug
'''
self.debug(('self.',self,['FindingConditionVariable']))
'''
#
if self.JoiningFindBeforeBool:
#Find in the joined databases
JoinedFindFilterRowDictsListsList=map(
lambda __JoinedDeriveDatabaserPointer:
__JoinedDeriveDatabaserPointer.find().FoundFilterRowDictsList,
self.JoinedCatchDeriveJoinersList
)
#debug
'''
self.debug('JoinedFindFilterRowDictsListsList is '+str(JoinedFindFilterRowDictsListsList))
'''
#Just keep the retrieve lists
JoinedFindFilterRetrieveListsList=map(
lambda __JoinedFindFilterRowDictsList:
map(
lambda __JoinedFindFilterRowDict:
[
__JoinedFindFilterRowDict['TabledInt']
if 'TabledInt' in __JoinedFindFilterRowDict else 0,
__JoinedFindFilterRowDict['RowInt']
],
__JoinedFindFilterRowDictsList
),
JoinedFindFilterRowDictsListsList
)
#debug
'''
self.debug('JoinedFindFilterRetrieveListsList is '+str(JoinedFindFilterRetrieveListsList))
'''
#Map
JoinedFindingConditionVariable=map(
lambda __JoinedRetrieveIndexesListColumnStr,__JoinedFindFilterRetrieveList:
(
__JoinedRetrieveIndexesListColumnStr,
(
SYS.getIsInListBool,
__JoinedFindFilterRetrieveList
)
),
self.JoinedRetrieveIndexesListColumnStrsList,
JoinedFindFilterRetrieveListsList
)
#debug
'''
self.debug('JoinedFindingConditionVariable is '+str(JoinedFindingConditionVariable))
'''
#Add to the finding condition tuples
self.FindingConditionVariable+=JoinedFindingConditionVariable
#Call the parent method
Featurer.FeaturerClass.find(self)
else:
#Call the parent method
BaseClass.find(self).FoundFilterRowDictsList
def do_join(
self
):
#<NotHook>
#database first
self.database()
#</NotHook>
#Check
if self.JoiningCollectionStr=="":
self.JoiningCollectionStr=self.NetworkCollectionStr
if self.JoiningCatchStr=="":
self.JoiningCatchStr=self.NetworkCatchStr
if self.JoiningAttentionStr=="":
self.JoiningAttentionStr=self.NetworkAttentionStr
#debug
'''
self.debug(
('self.',self,[
'JoiningCollectionStr',
'JoiningCatchStr',
'JoiningAttentionStr'
])
)
'''
#set
JoinedAttentionCollectionOrderedSetTagStr=self.JoiningAttentionStr+self.JoiningCollectionStr+"CollectionOrderedDict"
#check
if hasattr(
self,
JoinedAttentionCollectionOrderedSetTagStr
):
#get
self.JoinedAttentionCollectionOrderedDict=getattr(
self,
JoinedAttentionCollectionOrderedSetTagStr
)
#set
JoinedCatchCollectionOrderedSetTagStr=self.JoiningCatchStr+self.JoiningCollectionStr+"CollectionOrderedDict"
#check
if hasattr(self,JoinedCatchCollectionOrderedSetTagStr):
#get
self.JoinedCatchCollectionOrderedDict=getattr(
self,
JoinedCatchCollectionOrderedSetTagStr
)
#model and link all the catched joiners
self.JoinedCatchDeriveJoinersList=map(
lambda __JoinedCatchDeriveJoiner:
#__JoinedCatchDeriveJoiner.__setitem__(
# 'InsertIsBool',
# False
#).CatchToPointVariable.model(
#),
__JoinedCatchDeriveJoiner.CatchToPointVariable.model(),
self.JoinedCatchCollectionOrderedDict.values()
)
#debug
'''
self.debug(('self.',self,['JoinedCatchCollectionOrderedDict']))
'''
#set
self.JoinedRetrieveIndexesListColumnStrsList=map(
lambda __JoinedCatchDeriveJoiner:
"Join"+''.join(
[
__JoinedCatchDeriveJoiner.ModelDeriveControllerVariable.NodeKeyStr
if __JoinedCatchDeriveJoiner.ModelDeriveControllerVariable.NodeKeyStr!=""
else 'Top'+__JoinedCatchDeriveJoiner.ModelDeriveControllerVariable.__class__.NameStr,
__JoinedCatchDeriveJoiner.ModeledSuffixStr
]
)+"RetrieveIndexesList",
self.JoinedCatchDeriveJoinersList,
)
#debug
'''
self.debug(('self.',self,['JoinedRetrieveIndexesListColumnStrsList']))
'''
#set
self.JoinedRetrieveIndexesListGetStrsList=map(
lambda __JoinedCatchDeriveJoiner:
"Joined"+''.join(
[
self.ModelDeriveControllerVariable.NodeKeyStr
if self.ModelDeriveControllerVariable.NodeKeyStr!=""
else 'Top'+self.ModelDeriveControllerVariable.__class__.NameStr,
self.ModeledSuffixStr,
'To',
__JoinedCatchDeriveJoiner.ModelDeriveControllerVariable.NodeKeyStr
if __JoinedCatchDeriveJoiner.ModelDeriveControllerVariable.NodeKeyStr!=""
else 'Top'+__JoinedCatchDeriveJoiner.ModelDeriveControllerVariable.__class__.NameStr,
__JoinedCatchDeriveJoiner.ModeledSuffixStr
]
)+"RetrieveIndexesList",
self.JoinedCatchDeriveJoinersList,
)
#debug
'''
self.debug(
[
('self.',self,['JoinedRetrieveIndexesListGetStrsList']),
'Table the joined databases'
]
)
'''
#Table all the joined databasers and init the corresponding JoinedRetrieveIndexesList in the NodePointDeriveNoder
self.ModelDeriveControllerVariable.update(
zip(
self.JoinedRetrieveIndexesListGetStrsList,
map(
lambda __JoinedCatchDeriveJoiner:
[
__JoinedCatchDeriveJoiner.table()['TabledInt'],
-1
],
self.JoinedCatchDeriveJoinersList
)
)
)
#debug
'''
self.debug(
('self.',self,[
'JoinedRetrieveIndexesListColumnStrsList',
'JoinedRetrieveIndexesListGetStrsList'
])
)
'''
#</DefineClass>
View the Joiner sources on Github
#ImportModules
import ShareYourSystem as SYS
from ShareYourSystem.Standards.Classors import Classer
from ShareYourSystem.Standards.Noders import Structurer
from ShareYourSystem.Standards.Modelers import Joiner
import operator
import tables
import numpy as np
#Define a Multiplier class
@Classer.ClasserClass()
class MultiplierClass(Structurer.StructurerClass):
#Definition
RepresentingKeyStrsList=[
'MultiplyingFirstInt',
'MultiplyingSecondInt'
]
def default_init(self,
_MultiplyingFirstInt=0,
_MultiplyingSecondInt=0,
**_KwargVariablesDict
):
#Call the parent init method
self.__class__.__bases__[0].__init__(self,**_KwargVariablesDict)
#Set a parameters database
self.collect(
"Datome",
"Parameters",
Joiner.JoinerClass().update(
[
(
'Attr_ModelingDescriptionTuplesList',
[
('MultiplyingFirstInt','MultiplyingFirstInt',tables.Int64Col()),
('MultiplyingSecondInt','MultiplyingSecondInt',tables.Int64Col())
]
),
('Attr_RowingKeyStrsList',['MultiplyingFirstInt','MultiplyingSecondInt'])
]
)
)
#Define a Modulizer class
@Classer.ClasserClass()
class ModulizerClass(Structurer.StructurerClass):
#Definition
RepresentingKeyStrsList=[
'ModulizingPowerFloat',
'ModulizedTotalFloat'
]
def default_init(self,
_ModulizingPowerFloat=1.,
_ModulizedTotalFloat=0.,
**_KwargVariablesDict
):
#Call the parent init method
self.__class__.__bases__[0].__init__(self,**_KwargVariablesDict)
#Build the output hierarchy
self.update(
[
('<Component>RealMultiplier',MultiplierClass()),
('<Component>ImageMultiplier',MultiplierClass())
]
)
#Set a parameters database
self.collect(
"Datome",
"Parameters",
Joiner.JoinerClass().update(
[
(
'Attr_ModelingDescriptionTuplesList',
[
('ModulizingPowerFloat','ModulizingPowerFloat',tables.Float64Col())
]
),
('Attr_RowingKeyStrsList',['ModulizingPowerFloat']),
('ConnectingGraspClueVariablesList',
[
'/NodePointDeriveNoder/<Component>RealMultiplier/<Datome>ParametersJoiner',
'/NodePointDeriveNoder/<Component>ImageMultiplier/<Datome>ParametersJoiner'
]
)
]
)
)
#Definition of a Modulizer instance, structure and network
MyModulizer=ModulizerClass().structure(
['Component']
).network(
**{
'VisitingCollectionStrsList':['Datome','Component'],
'RecruitingConcludeConditionVariable':[
(
'__class__.__mro__',
operator.contains,Joiner.JoinerClass
)
]
}
)
#Update and insert in the results
MyModulizer.__setitem__(
"Dis_<Component>",
[
[
('MultiplyingFirstInt',1),
('MultiplyingSecondInt',2)
],
[
('MultiplyingFirstInt',1),
('MultiplyingSecondInt',3)
]
]
)['<Datome>ParametersJoiner'].insert()
#Update and insert in the results
MyModulizer.__setitem__(
"Dis_<Component>",
[
[
('MultiplyingFirstInt',2)
],
[
('MultiplyingSecondInt',4)
]
]
)['<Datome>ParametersJoiner'].insert()
#Definition the AttestedStr
SYS._attest(
[
'MyModulizer is '+SYS._str(
MyModulizer,
**{
'RepresentingBaseKeyStrsListBool':False,
'RepresentingAlineaIsBool':False
}
),
'hdf5 file is : '+MyModulizer.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 | 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', 'ParametersJoiner')]
*****
self.AttentioningCollectionStr is PreConnectome
self.GraspingClueVariable is /NodePointDeriveNoder/<Component>RealMultiplier/<Datome>ParametersJoiner
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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 | 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', 'ParametersJoiner')]
*****
self.AttentioningCollectionStr is PreConnectome
self.GraspingClueVariable is /NodePointDeriveNoder/<Component>ImageMultiplier/<Datome>ParametersJoiner
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*****Start of the Attest *****
MyModulizer is < (ModulizerClass), 4565315408>
/{
/ '<New><Instance>ComponentCollectionOrderedDict' :
/ /{
/ / 'RealMultiplier' : < (MultiplierClass), 4565314896>
/ / /{
/ / / '<New><Instance>ComponentCollectionOrderedDict' :
/ / / /{
/ / / /}
/ / / '<New><Instance>DatomeCollectionOrderedDict' :
/ / / /{
/ / / / 'ParametersJoiner' : < (JoinerClass), 4564992336>
/ / / / /{
/ / / / / '<New><Instance>ComponentCollectionOrderedDict' :
/ / / / / /{
/ / / / / /}
/ / / / / '<New><Instance>DatomeCollectionOrderedDict' :
/ / / / / /{
/ / / / / /}
/ / / / / '<New><Instance>IdInt' : 4564992336
/ / / / / '<New><Instance>NetworkAttentionStr' : Pre
/ / / / / '<New><Instance>NetworkCatchStr' : Post
/ / / / / '<New><Instance>NetworkCollectionStr' : Connectome
/ / / / / '<New><Instance>NewtorkAttentionStr' :
/ / / / / '<New><Instance>NewtorkCatchStr' :
/ / / / / '<New><Instance>NewtorkCollectionStr' :
/ / / / / '<New><Instance>NodeCollectionStr' : Datome
/ / / / / '<New><Instance>NodeIndexInt' : 0
/ / / / / '<New><Instance>NodeKeyStr' : ParametersJoiner
/ / / / / '<New><Instance>NodePointDeriveNoder' : {...}< (MultiplierClass), 4565314896>
/ / / / / '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4565048880>
/ / / / / '<New><Instance>PreConnectomeCollectionOrderedDict' :
/ / / / / /{
/ / / / / / 'ParametersJoiner_RealMultiplier>TopModulizer<ParametersJoinerPointer' : < (PointerClass), 4563977744>
/ / / / / / /{
/ / / / / / / '<New><Instance>IdInt' : 4563977744
/ / / / / / / '<New><Instance>CatchToPointVariable' : < (JoinerClass), 4563943504>
/ / / / / / / /{
/ / / / / / / / '<New><Instance>ComponentCollectionOrderedDict' :
/ / / / / / / / /{
/ / / / / / / / /}
/ / / / / / / / '<New><Instance>DatomeCollectionOrderedDict' :
/ / / / / / / / /{
/ / / / / / / / /}
/ / / / / / / / '<New><Instance>IdInt' : 4563943504
/ / / / / / / / '<New><Instance>NetworkAttentionStr' : Pre
/ / / / / / / / '<New><Instance>NetworkCatchStr' : Post
/ / / / / / / / '<New><Instance>NetworkCollectionStr' : Connectome
/ / / / / / / / '<New><Instance>NewtorkAttentionStr' :
/ / / / / / / / '<New><Instance>NewtorkCatchStr' :
/ / / / / / / / '<New><Instance>NewtorkCollectionStr' :
/ / / / / / / / '<New><Instance>NodeCollectionStr' : Datome
/ / / / / / / / '<New><Instance>NodeIndexInt' : 0
/ / / / / / / / '<New><Instance>NodeKeyStr' : ParametersJoiner
/ / / / / / / / '<New><Instance>NodePointDeriveNoder' : {...}< (ModulizerClass), 4565315408>
/ / / / / / / / '<New><Instance>NodePointOrderedDict' :
/ / / / / / / / /{
/ / / / / / / / / 'ParametersJoiner' : {...}< (JoinerClass), 4563943504>
/ / / / / / / / /}
/ / / / / / / / '<New><Instance>PostConnectomeCollectionOrderedDict' :
/ / / / / / / / /{
/ / / / / / / / / '_NodePointDeriveNoder_<Component>RealMultiplier_<Datome>ParametersJoinerPointer' : < (PointerClass), 4563945104>
/ / / / / / / / / /{
/ / / / / / / / / / '<New><Instance>IdInt' : 4563945104
/ / / / / / / / / / '<New><Instance>CatchToPointVariable' : {...}< (JoinerClass), 4564992336>
/ / / / / / / / / / '<Spe><Class>PointedBackSetStr' :
/ / / / / / / / / / '<Spe><Class>PointedPathBackVariable' :
/ / / / / / / / / / '<Spe><Instance>PointedGetVariable' : {...}< (JoinerClass), 4564992336>
/ / / / / / / / / / '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
/ / / / / / / / / / '<Spe><Instance>PointingBackSetStr' :
/ / / / / / / / / / '<Spe><Instance>PointingGetVariable' : {...}< (JoinerClass), 4564992336>
/ / / / / / / / / / '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
/ / / / / / / / / /}
/ / / / / / / / / '_NodePointDeriveNoder_<Component>ImageMultiplier_<Datome>ParametersJoinerPointer' : < (PointerClass), 4563945040>
/ / / / / / / / / /{
/ / / / / / / / / / '<New><Instance>IdInt' : 4563945040
/ / / / / / / / / / '<New><Instance>CatchToPointVariable' : < (JoinerClass), 4564992784>
/ / / / / / / / / / /{
/ / / / / / / / / / / '<New><Instance>ComponentCollectionOrderedDict' :
/ / / / / / / / / / / /{
/ / / / / / / / / / / /}
/ / / / / / / / / / / '<New><Instance>DatomeCollectionOrderedDict' :
/ / / / / / / / / / / /{
/ / / / / / / / / / / /}
/ / / / / / / / / / / '<New><Instance>IdInt' : 4564992784
/ / / / / / / / / / / '<New><Instance>NetworkAttentionStr' : Pre
/ / / / / / / / / / / '<New><Instance>NetworkCatchStr' : Post
/ / / / / / / / / / / '<New><Instance>NetworkCollectionStr' : Connectome
/ / / / / / / / / / / '<New><Instance>NewtorkAttentionStr' :
/ / / / / / / / / / / '<New><Instance>NewtorkCatchStr' :
/ / / / / / / / / / / '<New><Instance>NewtorkCollectionStr' :
/ / / / / / / / / / / '<New><Instance>NodeCollectionStr' : Datome
/ / / / / / / / / / / '<New><Instance>NodeIndexInt' : 0
/ / / / / / / / / / / '<New><Instance>NodeKeyStr' : ParametersJoiner
/ / / / / / / / / / / '<New><Instance>NodePointDeriveNoder' : < (MultiplierClass), 4564993168>
/ / / / / / / / / / / /{
/ / / / / / / / / / / / '<New><Instance>ComponentCollectionOrderedDict' :
/ / / / / / / / / / / / /{
/ / / / / / / / / / / / /}
/ / / / / / / / / / / / '<New><Instance>DatomeCollectionOrderedDict' :
/ / / / / / / / / / / / /{
/ / / / / / / / / / / / / 'ParametersJoiner' : {...}< (JoinerClass), 4564992784>
/ / / / / / / / / / / / /}
/ / / / / / / / / / / / '<New><Instance>IdInt' : 4564993168
/ / / / / / / / / / / / '<New><Instance>NewtorkAttentionStr' :
/ / / / / / / / / / / / '<New><Instance>NewtorkCatchStr' :
/ / / / / / / / / / / / '<New><Instance>NewtorkCollectionStr' :
/ / / / / / / / / / / / '<New><Instance>NodeCollectionStr' : Component
/ / / / / / / / / / / / '<New><Instance>NodeIndexInt' : 1
/ / / / / / / / / / / / '<New><Instance>NodeKeyStr' : ImageMultiplier
/ / / / / / / / / / / / '<New><Instance>NodePointDeriveNoder' : {...}< (ModulizerClass), 4565315408>
/ / / / / / / / / / / / '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4565116144>
/ / / / / / / / / / / / '<Spe><Instance>MultiplyingFirstInt' : 1
/ / / / / / / / / / / / '<Spe><Instance>MultiplyingSecondInt' : 4
/ / / / / / / / / / / /}
/ / / / / / / / / / / '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4565115848>
/ / / / / / / / / / / '<New><Instance>PreConnectomeCollectionOrderedDict' :
/ / / / / / / / / / / /{
/ / / / / / / / / / / / 'ParametersJoiner_ImageMultiplier>TopModulizer<ParametersJoinerPointer' : < (PointerClass), 4563980112>
/ / / / / / / / / / / / /{
/ / / / / / / / / / / / / '<New><Instance>IdInt' : 4563980112
/ / / / / / / / / / / / / '<New><Instance>CatchToPointVariable' : {...}< (JoinerClass), 4563943504>
/ / / / / / / / / / / / / '<Spe><Class>PointedBackSetStr' :
/ / / / / / / / / / / / / '<Spe><Class>PointedPathBackVariable' :
/ / / / / / / / / / / / / '<Spe><Instance>PointedGetVariable' : {...}< (JoinerClass), 4563943504>
/ / / / / / / / / / / / / '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
/ / / / / / / / / / / / / '<Spe><Instance>PointingBackSetStr' :
/ / / / / / / / / / / / / '<Spe><Instance>PointingGetVariable' : {...}< (JoinerClass), 4563943504>
/ / / / / / / / / / / / / '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
/ / / / / / / / / / / / /}
/ / / / / / / / / / / /}
/ / / / / / / / / / / '<New><Instance>_ModelingDescriptionTuplesList' :
/ / / / / / / / / / / /[
/ / / / / / / / / / / / 0 :
/ / / / / / / / / / / / /(
/ / / / / / / / / / / / / 0 : MultiplyingFirstInt
/ / / / / / / / / / / / / 1 : MultiplyingFirstInt
/ / / / / / / / / / / / / 2 : Int64Col(shape=(), dflt=0, pos=None)
/ / / / / / / / / / / / /)
/ / / / / / / / / / / / 1 :
/ / / / / / / / / / / / /(
/ / / / / / / / / / / / / 0 : MultiplyingSecondInt
/ / / / / / / / / / / / / 1 : MultiplyingSecondInt
/ / / / / / / / / / / / / 2 : Int64Col(shape=(), dflt=0, pos=None)
/ / / / / / / / / / / / /)
/ / / / / / / / / / / /]
/ / / / / / / / / / / '<New><Instance>_RowingKeyStrsList' : ['MultiplyingFirstInt', 'MultiplyingSecondInt']
/ / / / / / / / / / / '<Spe><Class>JoiningFindBeforeBool' : True
/ / / / / / / / / / / '<Spe><Instance>JoinedCatchCollectionOrderedDict' :
/ / / / / / / / / / / /{
/ / / / / / / / / / / /}
/ / / / / / / / / / / '<Spe><Instance>JoinedCatchDeriveJoinersList' : []
/ / / / / / / / / / / '<Spe><Instance>JoinedInsertIndexIntsList' : []
/ / / / / / / / / / / '<Spe><Instance>JoinedRetrieveIndexesListColumnStrsList' : []
/ / / / / / / / / / / '<Spe><Instance>JoinedRetrieveIndexesListGetStrsList' : []
/ / / / / / / / / / / '<Spe><Instance>JoiningAttentionStr' : Pre
/ / / / / / / / / / / '<Spe><Instance>JoiningCatchStr' : Post
/ / / / / / / / / / / '<Spe><Instance>JoiningCollectionStr' : Connectome
/ / / / / / / / / / /}
/ / / / / / / / / / '<Spe><Class>PointedBackSetStr' :
/ / / / / / / / / / '<Spe><Class>PointedPathBackVariable' :
/ / / / / / / / / / '<Spe><Instance>PointedGetVariable' : {...}< (JoinerClass), 4564992784>
/ / / / / / / / / / '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
/ / / / / / / / / / '<Spe><Instance>PointingBackSetStr' :
/ / / / / / / / / / '<Spe><Instance>PointingGetVariable' : {...}< (JoinerClass), 4564992784>
/ / / / / / / / / / '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
/ / / / / / / / / /}
/ / / / / / / / /}
/ / / / / / / / '<New><Instance>_ModelingDescriptionTuplesList' :
/ / / / / / / / /[
/ / / / / / / / / 0 :
/ / / / / / / / / /(
/ / / / / / / / / / 0 : JoinedTopModulizerParametersJoinerModelToRealMultiplierParametersJoinerModelRetrieveIndexesList
/ / / / / / / / / / 1 : JoinRealMultiplierParametersJoinerModelRetrieveIndexesList
/ / / / / / / / / / 2 : Int64Col(shape=(2,), dflt=0, pos=None)
/ / / / / / / / / /)
/ / / / / / / / / 1 :
/ / / / / / / / / /(
/ / / / / / / / / / 0 : JoinedTopModulizerParametersJoinerModelToImageMultiplierParametersJoinerModelRetrieveIndexesList
/ / / / / / / / / / 1 : JoinImageMultiplierParametersJoinerModelRetrieveIndexesList
/ / / / / / / / / / 2 : Int64Col(shape=(2,), dflt=0, pos=None)
/ / / / / / / / / /)
/ / / / / / / / / 2 :
/ / / / / / / / / /(
/ / / / / / / / / / 0 : ModulizingPowerFloat
/ / / / / / / / / / 1 : ModulizingPowerFloat
/ / / / / / / / / / 2 : Float64Col(shape=(), dflt=0.0, pos=None)
/ / / / / / / / / /)
/ / / / / / / / /]
/ / / / / / / / '<New><Instance>_RowingKeyStrsList' : ['JoinedTopModulizerParametersJoinerModelToRealMultiplierParametersJoinerModelRetrieveIndexesList', 'JoinedTopModulizerParametersJoinerModelToImageMultiplierParametersJoinerModelRetrieveIndexesList', 'JoinedTopModulizerParametersJoinerModelToRealMultiplierParametersJoinerModelRetrieveIndexesList', 'JoinedTopModulizerParametersJoinerModelToImageMultiplierParametersJoinerModelRetrieveIndexesList', 'JoinedTopModulizerParametersJoinerModelToRealMultiplierParametersJoinerModelRetrieveIndexesList', 'JoinedTopModulizerParametersJoinerModelToImageMultiplierParametersJoinerModelRetrieveIndexesList', 'JoinedTopModulizerParametersJoinerModelToRealMultiplierParametersJoinerModelRetrieveIndexesList', 'JoinedTopModulizerParametersJoinerModelToImageMultiplierParametersJoinerModelRetrieveIndexesList', 'ModulizingPowerFloat']
/ / / / / / / / '<Spe><Class>JoiningFindBeforeBool' : True
/ / / / / / / / '<Spe><Instance>JoinedCatchCollectionOrderedDict' : {...}< (OrderedDict), 4565117328>
/ / / / / / / / '<Spe><Instance>JoinedCatchDeriveJoinersList' :
/ / / / / / / / /[
/ / / / / / / / / 0 : {...}< (JoinerClass), 4564992336>
/ / / / / / / / / 1 : {...}< (JoinerClass), 4564992784>
/ / / / / / / / /]
/ / / / / / / / '<Spe><Instance>JoinedInsertIndexIntsList' : [1, 1]
/ / / / / / / / '<Spe><Instance>JoinedRetrieveIndexesListColumnStrsList' : ['JoinRealMultiplierParametersJoinerModelRetrieveIndexesList', 'JoinImageMultiplierParametersJoinerModelRetrieveIndexesList']
/ / / / / / / / '<Spe><Instance>JoinedRetrieveIndexesListGetStrsList' : ['JoinedTopModulizerParametersJoinerModelToRealMultiplierParametersJoinerModelRetrieveIndexesList', 'JoinedTopModulizerParametersJoinerModelToImageMultiplierParametersJoinerModelRetrieveIndexesList']
/ / / / / / / / '<Spe><Instance>JoiningAttentionStr' : Pre
/ / / / / / / / '<Spe><Instance>JoiningCatchStr' : Post
/ / / / / / / / '<Spe><Instance>JoiningCollectionStr' : Connectome
/ / / / / / / /}
/ / / / / / / '<Spe><Class>PointedBackSetStr' :
/ / / / / / / '<Spe><Class>PointedPathBackVariable' :
/ / / / / / / '<Spe><Instance>PointedGetVariable' : {...}< (JoinerClass), 4563943504>
/ / / / / / / '<Spe><Instance>PointedLocalSetStr' : CatchToPointVariable
/ / / / / / / '<Spe><Instance>PointingBackSetStr' :
/ / / / / / / '<Spe><Instance>PointingGetVariable' : {...}< (JoinerClass), 4563943504>
/ / / / / / / '<Spe><Instance>PointingSetPathStr' : CatchToPointVariable
/ / / / / / /}
/ / / / / /}
/ / / / / '<New><Instance>_ModelingDescriptionTuplesList' :
/ / / / / /[
/ / / / / / 0 :
/ / / / / / /(
/ / / / / / / 0 : MultiplyingFirstInt
/ / / / / / / 1 : MultiplyingFirstInt
/ / / / / / / 2 : Int64Col(shape=(), dflt=0, pos=None)
/ / / / / / /)
/ / / / / / 1 :
/ / / / / / /(
/ / / / / / / 0 : MultiplyingSecondInt
/ / / / / / / 1 : MultiplyingSecondInt
/ / / / / / / 2 : Int64Col(shape=(), dflt=0, pos=None)
/ / / / / / /)
/ / / / / /]
/ / / / / '<New><Instance>_RowingKeyStrsList' : ['MultiplyingFirstInt', 'MultiplyingSecondInt']
/ / / / / '<Spe><Class>JoiningFindBeforeBool' : True
/ / / / / '<Spe><Instance>JoinedCatchCollectionOrderedDict' :
/ / / / / /{
/ / / / / /}
/ / / / / '<Spe><Instance>JoinedCatchDeriveJoinersList' : []
/ / / / / '<Spe><Instance>JoinedInsertIndexIntsList' : []
/ / / / / '<Spe><Instance>JoinedRetrieveIndexesListColumnStrsList' : []
/ / / / / '<Spe><Instance>JoinedRetrieveIndexesListGetStrsList' : []
/ / / / / '<Spe><Instance>JoiningAttentionStr' : Pre
/ / / / / '<Spe><Instance>JoiningCatchStr' : Post
/ / / / / '<Spe><Instance>JoiningCollectionStr' : Connectome
/ / / / /}
/ / / /}
/ / / '<New><Instance>IdInt' : 4565314896
/ / / '<New><Instance>NewtorkAttentionStr' :
/ / / '<New><Instance>NewtorkCatchStr' :
/ / / '<New><Instance>NewtorkCollectionStr' :
/ / / '<New><Instance>NodeCollectionStr' : Component
/ / / '<New><Instance>NodeIndexInt' : 0
/ / / '<New><Instance>NodeKeyStr' : RealMultiplier
/ / / '<New><Instance>NodePointDeriveNoder' : {...}< (ModulizerClass), 4565315408>
/ / / '<New><Instance>NodePointOrderedDict' : {...}< (OrderedDict), 4565116144>
/ / / '<Spe><Instance>MultiplyingFirstInt' : 2
/ / / '<Spe><Instance>MultiplyingSecondInt' : 2
/ / /}
/ / 'ImageMultiplier' : {...}< (MultiplierClass), 4564993168>
/ /}
/ '<New><Instance>DatomeCollectionOrderedDict' : {...}< (OrderedDict), 4565117032>
/ '<New><Instance>IdInt' : 4565315408
/ '<New><Instance>JoinedTopModulizerParametersJoinerModelToImageMultiplierParametersJoinerModelRetrieveIndexesList' : [0, 1]
/ '<New><Instance>JoinedTopModulizerParametersJoinerModelToRealMultiplierParametersJoinerModelRetrieveIndexesList' : [0, 1]
/ '<New><Instance>NewtorkAttentionStr' :
/ '<New><Instance>NewtorkCatchStr' :
/ '<New><Instance>NewtorkCollectionStr' :
/ '<New><Instance>NodeCollectionStr' : Globals
/ '<New><Instance>NodeIndexInt' : -1
/ '<New><Instance>NodeKeyStr' : TopModulizer
/ '<New><Instance>NodePointDeriveNoder' : None
/ '<New><Instance>NodePointOrderedDict' : None
/ '<Spe><Class>ModulizedTotalFloat' : 0.0
/ '<Spe><Class>ModulizingPowerFloat' : 1.0
/}
------
hdf5 file is : / Group
/TopModulizer Group
/TopModulizer/ImageMultiplier Group
/TopModulizer/ImageMultiplier/xx0xxParametersJoinerTable Dataset {2/Inf}
Data:
(0) {RowInt=0, MultiplyingFirstInt=1, MultiplyingSecondInt=3},
(1) {RowInt=1, MultiplyingFirstInt=1, MultiplyingSecondInt=4}
/TopModulizer/RealMultiplier Group
/TopModulizer/RealMultiplier/xx0xxParametersJoinerTable Dataset {2/Inf}
Data:
(0) {RowInt=0, MultiplyingFirstInt=1, MultiplyingSecondInt=2},
(1) {RowInt=1, MultiplyingFirstInt=2, MultiplyingSecondInt=2}
/xx0xxParametersJoinerTable Dataset {2/Inf}
Data:
(0) {JoinImageMultiplierParametersJoinerModelRetrieveIndexesList=[0,
(0) 0], JoinRealMultiplierParametersJoinerModelRetrieveIndexesList=[0,
(0) 0], RowInt=0, ModulizingPowerFloat=1},
(1) {JoinImageMultiplierParametersJoinerModelRetrieveIndexesList=[0,
(1) 1], JoinRealMultiplierParametersJoinerModelRetrieveIndexesList=[0,
(1) 1], RowInt=1, ModulizingPowerFloat=1}
*****End of the Attest *****