def default_dict()

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

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

def default_dict() -> Converter:
    import pandas as pd

    return {
        "string": lambda col, df: df[col].astype(pd.StringDtype()) if hasattr(pd, "StringDType") else df[col],
        "guid": lambda col, df: df[col],
        "uuid": lambda col, df: df[col],
        "uniqueid": lambda col, df: df[col],
        "dynamic": lambda col, df: df[col],
        "bool": lambda col, df: df[col].astype(bool),
        "boolean": lambda col, df: df[col].astype(bool),
        "int": lambda col, df: df[col].astype(pd.Int32Dtype()),
        "int32": lambda col, df: df[col].astype(pd.Int32Dtype()),
        "int64": lambda col, df: df[col].astype(pd.Int64Dtype()),
        "long": lambda col, df: df[col].astype(pd.Int64Dtype()),
        "real": lambda col, df: parse_float(df, col),
        "double": lambda col, df: parse_float(df, col),
        "decimal": lambda col, df: parse_float(df, col),
        "datetime": lambda col, df: parse_datetime(df, col),
        "date": lambda col, df: parse_datetime(df, col),
        "timespan": lambda col, df: df[col].apply(parse_timedelta),
        "time": lambda col, df: df[col].apply(parse_timedelta),
    }