<SYSTEM_TASK:>
Solve the following problem using Python, implementing the functions described below, one line at a time
<END_TASK>
<USER_TASK:>
Description:
 def download_file(self, response, outfile, quiet=True, chunk_size=1048576):
 """ download a file to an output file based on a chunk size Parameters ========== response: the response to download outfile: the output file to download to quiet: suppress verbose output (default is True) chunk_size: the size of the chunk to stream """


        outpath = os.path.dirname(outfile)
        if not os.path.exists(outpath):
            os.makedirs(outpath)
        size = int(response.headers['Content-Length'])
        size_read = 0
        if not quiet:
            print('Downloading ' + os.path.basename(outfile) + ' to ' +
                  outpath)
        with tqdm(
                total=size,
                unit='B',
                unit_scale=True,
                unit_divisor=1024,
                disable=quiet) as pbar:
            with open(outfile, 'wb') as out:
                while True:
                    data = response.read(chunk_size)
                    if not data:
                        break
                    out.write(data)
                    size_read = min(size, size_read + chunk_size)
                    pbar.update(len(data))
            if not quiet:
                print('\n', end='')