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orange-network / orangecontrib / network / widgets / OWNxSNAP.py

Full commit
Aleš Erjavec 079dcb2 

















































































































































"""
<name>SNAP</name>
<description>Read networks from Stanford Large Network Dataset Collection.</description>
<icon>icons/SNAP.svg</icon>
<contact>Miha Stajdohar (miha.stajdohar(@at@)gmail.com)</contact> 
<priority>6415</priority>
"""

import sys
import os.path
import itertools

import PyQt4.QtNetwork

import Orange.data
import Orange.network
import OWGUI

from OWWidget import *

class OWNxSNAP(OWWidget):
    
    settingsList=['last_total']
    
    def __init__(self,parent=None, signalManager = None):
        OWWidget.__init__(self, parent, signalManager, "SNAP")

        self.inputs = []
        self.outputs = [("Network", Orange.network.Graph), ("Items", Orange.data.Table)]
        
        self.last_total = 24763
        
        self.loadSettings()
        
        self.networks = []
        self.tables = []
        
        image = QPixmap(os.path.dirname(__file__) + "/icons/snap_logo.png")

        imageLabel = QLabel(self)
        imageLabel.setPixmap(image)
        self.controlArea.layout().addWidget(imageLabel)
        
        self.controlArea.layout().addStretch(1)
        
        lbl = QLabel("<a href='http://snap.stanford.edu/data/'>http://snap.stanford.edu/data</a>", self)
        lbl.setOpenExternalLinks(True)
        self.controlArea.layout().addWidget(lbl)
        
        scrollArea = QScrollArea(self.mainArea)
        self.mainArea.layout().addWidget(scrollArea)
        
        self.network_list = OWGUI.widgetBox(self.mainArea, addToLayout=False)
        self.network_list.layout().setSizeConstraint(QLayout.SetFixedSize);  
        scrollArea.setWidget(self.network_list);      
        
        self.snap = Orange.network.snap.SNAP()
        self.snap.get_network_list(self.add_tables, self.progress_callback)
        self.progressBarInit()
        self.setMinimumSize(960, 600)
    
    def add_tables(self, networks):
        self.networks = networks
        self.tables = []
        
        if networks is None:
            return
        
        networks.sort(key=lambda net: net.repository)
        for k,g in itertools.groupby(networks, key=lambda net: net.repository):
            network_group = list(g)
        
            if len(network_group) > 0:
                self.network_list.layout().addWidget(QLabel("<h3>" + network_group[0].repository + "</h3>"))
                table = OWGUI.table(self.network_list, rows=len(network_group), columns=5, selectionMode = -1, addToLayout = 1)
                table.setHorizontalHeaderLabels(['Name', 'Type', 'Nodes', 'Edges', 'Description'])
                f = table.font()
                f.setPointSize(9)
                table.setFont(f)
                table.verticalHeader().hide()
                table.setSelectionMode(QAbstractItemView.SingleSelection)
                table.setSelectionBehavior(QAbstractItemView.SelectRows)
                self.connect(table, SIGNAL('itemSelectionChanged()'), lambda table=table: self.select_network(table))
            
                for i, net in enumerate(network_group):
                    lbl = QLabel("<a href='"+ net.link +"'>" + net.name + "</a>")
                    lbl.setOpenExternalLinks(True)
                    table.setCellWidget(i, 0, lbl)
                    OWGUI.tableItem(table, i, 1, net.type)
                    OWGUI.tableItem(table, i, 2, net.nodes)
                    OWGUI.tableItem(table, i, 3, net.edges)
                    OWGUI.tableItem(table, i, 4, net.description)
 
                table.setFixedSize(712, 100)
                table.setColumnWidth(0, 120)
                table.setColumnWidth(1, 80)
                table.setColumnWidth(2, 80)
                table.setColumnWidth(3, 80)
                table.setColumnWidth(4, 350)
                table.resizeRowsToContents()                   
                table.setFixedSize(712, sum(table.rowHeight(i) for i in range(len(networks))) + 27)
                self.tables.append(table)
                
                OWGUI.separator(self.network_list, 10, 10)
        
    def download_progress(self, numblocks, blocksize, filesize):
        try:
            percent = min((numblocks*blocksize*100)/filesize, 100)
            self.progressBarSet(percent)
        except:
            percent = 100
            if numblocks != 0:
                print str(percent)+'%'
        
    def select_network(self, selected_table):
        for table in self.tables:
            selected = table.selectedIndexes()
            if len(selected) > 0:
                row = selected[0].row()
                fn = selected_table.cellWidget(row, 0).text()
                network_info = self.snap.get_network(fn[fn.indexOf('>')+1:-4])
                self.progressBarInit()
                network = network_info.read(progress_callback=self.download_progress)
                self.progressBarFinished()
                self.send('Network', network)
            
            if table is not selected_table:
                table.clearSelection()
        
    
    def progress_callback(self, done, total):
        if done == total:
            self.progressBarFinished()
            return
        
        if total > 0:
            self.progressBarSet(int(done/total * 100))
        else:
            self.progressBarSet(int(done * 100 / self.last_total))
        
if __name__ == "__main__":
    a=QApplication(sys.argv)
    owf=OWNxSNAP()
    owf.activateLoadedSettings()
    owf.show()  
    a.exec_()
    owf.saveSettings()