def __init__()

in src/smexperiments/metrics.py [0:0]

• 22 lines of code
• 7 McCabe index (conditional complexity)

    def __init__(self, metric_name, value, timestamp=None, iteration_number=None):
        if timestamp is None:
            timestamp = time.time()
        elif isinstance(timestamp, datetime.datetime):
            # If the input is a datetime then convert it to UTC time. Assume a naive datetime is in local timezone
            if not timestamp.tzinfo:
                timestamp = timestamp.replace(tzinfo=dateutil.tz.tzlocal())
            timestamp = (timestamp - timestamp.utcoffset()).replace(tzinfo=datetime.timezone.utc)
            timestamp = timestamp.timestamp()
        else:
            timestamp = float(timestamp)

        if timestamp < (time.time() - 1209600) or timestamp > (time.time() + 7200):
            raise ValueError(
                "Supplied timestamp %f is invalid."
                " Timestamps must be between two weeks before and two hours from now." % timestamp
            )
        value = float(value)

        self.MetricName = metric_name
        self.Value = float(value)
        self.Timestamp = timestamp
        if iteration_number is not None:
            assert isinstance(iteration_number, int)
            self.IterationNumber = iteration_number