"""Various utilities (logger, time benchmark, args dump, numerical and stats info)"""


def _prepare_base64_input(sb):
    if isinstance(sb, str):
        # If there's any unicode here, an exception will be thrown and the function will return false
        return bytes(sb, 'ascii')
    elif isinstance(sb, bytes):
        return sb
    raise ValueError("Argument must be string or bytes")


def _is_base64(sb: str or bytes):
    import base64

    try:
        sb_bytes = _prepare_base64_input(sb)
        return base64.b64encode(base64.b64decode(sb_bytes, validate=True)) == sb_bytes
    except ValueError:
        return False


def base64_decode(s):
    """
    Decode base64 strings

    Args:
        s: input string

    Returns:
        decoded string
    """
    import base64

    if isinstance(s, str) and _is_base64(s):
        return base64.b64decode(s, validate=True).decode("utf-8")

    return s


def base64_encode(sb: str or bytes) -> bytes:
    """
    Encode input strings or bytes as base64

    Args:
        sb: input string or bytes

    Returns:
        base64 encoded bytes
    """
    import base64

    sb_bytes = _prepare_base64_input(sb)
    return base64.b64encode(sb_bytes)