I would make the same nits to the Python example :-) I would definitely rather see something like:

    private String normalize(String inputNumber) {
        String numbers = extractDigits(inputNumber);
        String usNumber = removeCountryCode(numbers)
        if (invalidNumber(usNumber))
            return "0000000000";
        return usNumber;
    }