def parse_timedelta()

in azure-kusto-data/azure/kusto/data/helpers.py [0:0]

• 11 lines of code
• 8 McCabe index (conditional complexity)

def parse_timedelta(raw_value: Union[int, float, str]) -> "pd.Timedelta":
    """
    Transform a raw python value to a pandas timedelta.
    """
    import pandas as pd

    if isinstance(raw_value, (int, float)):
        # https://docs.microsoft.com/en-us/dotnet/api/system.datetime.ticks
        # Kusto saves up to ticks, 1 tick == 100 nanoseconds
        return pd.to_timedelta(raw_value * 100, unit="ns")
    if isinstance(raw_value, str):
        # The timespan format Kusto returns is 'd.hh:mm:ss.ssssss' or 'hh:mm:ss.ssssss' or 'hh:mm:ss'
        # Pandas expects 'd days hh:mm:ss.ssssss' or 'hh:mm:ss.ssssss' or 'hh:mm:ss'
        parts = raw_value.split(":")
        if "." not in parts[0]:
            return pd.to_timedelta(raw_value)
        else:
            formatted_value = raw_value.replace(".", " days ", 1)
            return pd.to_timedelta(formatted_value)