def run_simulation(network_dir, condition, test_sub_name, disconnection_rate=0.0, drop_rate=0.0, threshold=sys.maxint):
    """
    Network directory should contain network and sample files
    """
    test_name = os.path.basename(network_dir)
    print "%s - %s - %s disconnect(%4.2f) drop(%4.2f) threshold(%d)" % (network_dir, test_name, test_sub_name, disconnection_rate, drop_rate, threshold)
    network_file_path = os.path.join(network_dir, test_name + ".txt")
    assert os.path.exists(network_file_path), "No network file %s exists " % network_file_path
    sample_file_path = os.path.join(network_dir, test_name + ".sample.txt")
    assert os.path.exists(sample_file_path), "No network file %s exists " % sample_file_path

    network = Network(network_file_path)
    host_ids = network.get_host_ids() # [h0, h1, h2]
    hosts = []
    for h in host_ids:
        hosts.append(Host(h))
    neighbors = network.get_network() # {0:[1], 1:[0,2], 2:[1]}

    test_directory, sample = make_ready_for_test(network_dir=network_dir, test_name=test_name, condition=condition, test_sub_name=test_sub_name)

    if test_sub_name.startswith("single"):
        propagation_mode = ContextAggregator.SINGLE_ONLY_MODE
    else:
        propagation_mode = ContextAggregator.AGGREGATION_MODE

    config = {"hosts":hosts, "neighbors":neighbors,
              "test_directory":test_directory, "sample":sample,
              "disconnection_rate":disconnection_rate, "drop_rate":drop_rate,
              ContextAggregator.PM:propagation_mode,
              "threshold":threshold}
    simulation = AggregationSimulator.run(config=config)
    return simulation
def get_sample_from_network_file(network_file):
    """Given a network_file path, it creates the sample value as its id

    1: 23.6438
    2: 23.4968
    ...

    >>> print get_sample_from_network_file('/Users/smcho/code/PyCharmProjects/contextAggregator/test_files/data/10_100_10_10/tree/tree10_10_2_0.txt')
    0: 0
    1: 1
    2: 2
    3: 3
    4: 4
    5: 5
    6: 6
    7: 7
    8: 8
    9: 9
    """
    if not os.path.exists(network_file):
        raise RuntimeError("No file %s exists" % network_file)
    n = Network(network_file)
    ids = n.get_host_ids()
    result = []
    for id in ids[0:-1]:
        result.append("%d: %d\n" % (id, id))
    result.append("%d: %d" % (ids[-1], ids[-1]))
    return "".join(result)