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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def transform_raw_abundance(biomf, fn=math.log10, sampleIDs=None, sample_abd=True):
 """ Function to transform the total abundance calculation for each sample ID to another format based on user given transformation function. :type biomf: A BIOM file. :param biomf: OTU table format. :param fn: Mathematical function which is used to transform smax to another format. By default, the function has been given as base 10 logarithm. :rtype: dict :return: Returns a dictionary similar to output of raw_abundance function but with the abundance values modified by the mathematical operation. By default, the operation performed on the abundances is base 10 logarithm. """

    totals = raw_abundance(biomf, sampleIDs, sample_abd)
    return {sid: fn(abd) for sid, abd in totals.items()}