def __init__(self, site, log_path, output_split_logs = False): assert site is not None assert isinstance(site, str) assert log_path is not None assert isinstance(log_path, str) self._initialized = False self._nodes = None nodelogs = _split_node_data(log_path, output_split_logs) nodes = {} for nodeid, log in nodelogs.items(): print " * Loading data for node nr. %d ..." % nodeid assert not (nodeid in nodes.keys()) node = Node(site, nodeid, log) if node.initialized(): nodes[nodeid] = node else: print "warning: discarding data on node nr. %d since it failed to parse its log\n" % nodeid self._nodes = nodes self._initialized = True
def __init__(self, site, log_path, N, barN, alpha_0, sigma, output_split_logs = False): assert site is not None assert isinstance(site, str) assert log_path is not None assert isinstance(log_path, str) nodelogs = self._split_node_data(log_path, output_split_logs) self._initialized = False nodes = {} for nodeid, log in nodelogs.items(): print " * Loading data for node nr. %d ..." % nodeid assert not (nodeid in nodes.keys()) node = Node(site, nodeid, log, N, barN, alpha_0, sigma) if node.initialized(): nodes[nodeid] = node else: print "warning: discarding data on node nr. %d since it failed to parse its log\n" % nodeid if len(nodes.keys()) == 0: print "No valid data loaded." return self._log_path = log_path self._epoch = 0 self._M = nodes.values()[0].get_M() self._D = nodes.values()[0].get_D() self._N = N self._barN = barN self._alpha_0 = alpha_0 self._sigma = sigma self._nodes = nodes self._initialized = True print "ChangeDetection network initialized with N=%d, barN=%d, alpha0=%.3f, sigma=%.3f" % (N, barN, alpha_0, sigma) self.print_info()