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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def collect(self):
 """ Collect libvirt data """

        if libvirt is None:
            self.log.error('Unable to import either libvirt')
            return {}
        # Open a restricted (non-root) connection to the hypervisor
        conn = libvirt.openReadOnly(None)
        # Get hardware info
        conninfo = conn.getInfo()
        # Initialize variables
        memallocated = 0
        coresallocated = 0
        totalcores = 0
        results = {}
        domIds = conn.listDomainsID()
        if 0 in domIds:
            # Total cores
            domU = conn.lookupByID(0)
            totalcores = domU.info()[3]
        # Free Space
        s = os.statvfs('/')
        freeSpace = (s.f_bavail * s.f_frsize) / 1024
        # Calculate allocated memory and cores
        for i in domIds:
            # Ignore 0
            if i == 0:
                continue
            domU = conn.lookupByID(i)
            dominfo = domU.info()
            memallocated += dominfo[2]
            if i > 0:
                coresallocated += dominfo[3]
        results = {
            'InstalledMem': conninfo[1],
            'MemAllocated': memallocated / 1024,
            'MemFree': conninfo[1] - (memallocated / 1024),
            'AllocatedCores': coresallocated,
            'DiskFree': freeSpace,
            'TotalCores': totalcores,
            'FreeCores': (totalcores - coresallocated)
        }
        for k in results.keys():
            self.publish(k, results[k], 0)