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Orange data science software
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<?xml version="1.0" encoding="UTF-8"?> | |
<!--Xholon Workbook http://www.primordion.com/Xholon/gwt/ MIT License, Copyright (C) Ken Webb, Tue Apr 10 2018 07:02:51 GMT-0400 (EDT)--> | |
<XholonWorkbook> | |
<Notes><![CDATA[ | |
Xholon | |
------ | |
Title: Orange data science software | |
Description: | |
Url: http://www.primordion.com/Xholon/gwt/ | |
InternalName: 6263d4b5aeb32186affb04e2730e7344 | |
Keywords: | |
My Notes | |
-------- | |
April 9, 2018 | |
Orange saves projects in XML format. | |
I can drag the saved XML content into a running Xholon app, for example "Chameleon". | |
One goal of this Xholon workbook is to output the resulting Xholon content as a visualization, for example Graphviz. | |
References | |
---------- | |
(1) https://orange.biolab.si/ | |
(2) https://github.com/biolab/orange3 | |
Orange is a component-based data mining software. | |
It includes a range of data visualization, exploration, preprocessing and modeling techniques. | |
It can be used through a nice and intuitive user interface or, for more advanced users, as a module for the Python programming language. | |
(3) https://docs.python.org/3.5/library/pickle.html | |
The pickle module implements binary protocols for serializing and de-serializing a Python object structure. | |
“Pickling” is the process whereby a Python object hierarchy is converted into a byte stream, | |
and “unpickling” is the inverse operation, whereby a byte stream (from a binary file or bytes-like object) is converted back into an object hierarchy. | |
]]></Notes> | |
<_-.XholonClass> | |
<PhysicalSystem/> | |
<!-- Orange XML node types --> | |
<scheme/> | |
<!-- nodes and node are already defined in the gexf mechanism | |
<nodes/> | |
<node/> | |
--> | |
<links/> | |
<links/> | |
<annotations/> | |
<thumbnail/> | |
<node_properties/> | |
<properties superClass="Attribute_String"/> | |
</_-.XholonClass> | |
<xholonClassDetails> | |
<link xhType="XhtypePureActiveObject"/> | |
</xholonClassDetails> | |
<PhysicalSystem> | |
<!-- This is a simple project that I created using Orange. This is exactly the format that Orange saved it in. --> | |
<scheme description="" title="April9_02" version="2.0"> | |
<nodes> | |
<node id="0" name="File" position="(150, 150)" project_name="Orange3" qualified_name="Orange.widgets.data.owfile.OWFile" title="File" version="" /> | |
<node id="1" name="Data Table" position="(330.0, 70.0)" project_name="Orange3" qualified_name="Orange.widgets.data.owtable.OWDataTable" title="Data Table" version="" /> | |
<node id="2" name="Data Sampler" position="(348.0, 225.0)" project_name="Orange3" qualified_name="Orange.widgets.data.owdatasampler.OWDataSampler" title="Data Sampler" version="" /> | |
<node id="3" name="Data Table" position="(556.0, 163.0)" project_name="Orange3" qualified_name="Orange.widgets.data.owtable.OWDataTable" title="Data Table (1)" version="" /> | |
<node id="4" name="Data Table" position="(571.0, 305.0)" project_name="Orange3" qualified_name="Orange.widgets.data.owtable.OWDataTable" title="Data Table (2)" version="" /> | |
</nodes> | |
<links> | |
<link enabled="true" id="0" sink_channel="Data" sink_node_id="1" source_channel="Data" source_node_id="0" /> | |
<link enabled="true" id="1" sink_channel="Data" sink_node_id="2" source_channel="Data" source_node_id="0" /> | |
<link enabled="true" id="2" sink_channel="Data" sink_node_id="3" source_channel="Data Sample" source_node_id="2" /> | |
<link enabled="true" id="3" sink_channel="Data" sink_node_id="4" source_channel="Remaining Data" source_node_id="2" /> | |
</links> | |
<annotations /> | |
<thumbnail /> | |
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postConfigure: function() { | |
me = this.cnode.parent(); | |
this.cnode.remove(); | |
me.nodeArr = []; | |
var node = me.first(); | |
while (node) { | |
//$wnd.console.log(node); | |
node.role(node.name); | |
node.name = function() {return this.xhc().name() + "_" + this.id();} | |
me.nodeArr.push(node); | |
node = node.next(); | |
} | |
} | |
} | |
//# sourceURL=nodesbehavior.js | |
]]></nodesbehavior> | |
<linksbehavior implName="org.primordion.xholon.base.Behavior_gwtjs"><![CDATA[ | |
var me, beh = { | |
postConfigure: function() { | |
me = this.cnode.parent(); | |
this.cnode.remove(); | |
var nodes = me.prev(); | |
var firstNode = nodes.first() | |
var link = me.first(); | |
while (link) { | |
//$wnd.console.log(link); | |
if (link.enabled) { | |
var sourceNode = nodes.nodeArr[link.source_node_id]; | |
var sinkNode = nodes.nodeArr[link.sink_node_id]; | |
//$wnd.console.log(sourceNode + " > " + sinkNode); | |
var sourceChannel = link.source_channel.replace(" ", ""); | |
if (!sourceNode[sourceChannel]) { | |
sourceNode[sourceChannel] = []; | |
} | |
sourceNode[sourceChannel].push(sinkNode); | |
} | |
link = link.next(); | |
} | |
delete nodes.nodeArr; | |
$wnd.xh.xport("_other,ChapNetwork", nodes, '{"showNetwork":true,"showTree":false,"maxTreeLevels":1,"width":"600px","height":"600px","nameTemplate":"R^^^^^","maxChars":-1,"linksLength":100,"showPortName":true,"nodesStyle":"dot","linksStyle":"arrow-end","stabilize":"false","jsLibName":"network-min"}'); | |
$wnd.xh.xport("Graphviz", nodes, '{"gvFileExt":".gv","gvGraph":"digraph","layout":"dot","edgeOp":"->","gvCluster":"","shouldShowStateMachineEntities":false,"filter":"--Behavior,Script","nameTemplateNodeId":"^^^^i^","nameTemplateNodeLabel":"R^^^^^","shouldQuoteLabels":true,"shouldShowLinks":true,"shouldShowLinkLabels":true,"shouldSpecifyLayout":true,"maxLabelLen":-1,"shouldColor":true,"defaultNodeColor":"#f0f8ff","bgGraphColor":"white","shouldSpecifyShape":true,"shape":"box","shouldSpecifySize":true,"size":"20","shouldSpecifyFontname":true,"fontname":"Courier","shouldSpecifyArrowhead":true,"arrowhead":"vee","shouldSpecifyStylesheet":true,"stylesheet":"Xholon.css","shouldSpecifyRankdir":true,"rankdir":"LR","shouldDisplayGraph":true,"outputFormat":"svg"}'); | |
me.remove(); | |
} | |
} | |
//# sourceURL=linksbehavior.js | |
]]></linksbehavior> | |
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<svg width="100" height="50" xmlns="http://www.w3.org/2000/svg"> | |
<g> | |
<title>scheme</title> | |
<rect id="PhysicalSystem/scheme" fill="#98FB98" height="50" width="50" x="25" y="0"/> | |
<g> | |
<title>nodes</title> | |
<rect id="PhysicalSystem/scheme/nodes" fill="#6AB06A" height="50" width="10" x="80" y="0"/> | |
</g> | |
</g> | |
</svg> | |
]]></Attribute_String><Attribute_String roleName="setup">${MODELNAME_DEFAULT},${SVGURI_DEFAULT}</Attribute_String></SvgClient> | |
</XholonWorkbook> |
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