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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 overpass_request(data, pause_duration=None, timeout=180, error_pause_duration=None):
 """ Send a request to the Overpass API via HTTP POST and return the JSON response. Parameters data : dict or OrderedDict key-value pairs of parameters to post to the API pause_duration : int how long to pause in seconds before requests, if None, will query API status endpoint to find when next slot is available timeout : int the timeout interval for the requests library error_pause_duration : int how long to pause in seconds before re-trying requests if error Returns ------- dict """


    # define the Overpass API URL, then construct a GET-style URL as a string to
    # hash to look up/save to cache
    url = 'http://overpass-api.de/api/interpreter'
    prepared_url = requests.Request('GET', url, params=data).prepare().url
    cached_response_json = get_from_cache(prepared_url)

    if cached_response_json is not None:
        # found this request in the cache, just return it instead of making a
        # new HTTP call
        return cached_response_json

    else:
        # if this URL is not already in the cache, pause, then request it
        if pause_duration is None:
            this_pause_duration = get_pause_duration()
        log('Pausing {:,.2f} seconds before making API POST request'.format(this_pause_duration))
        time.sleep(this_pause_duration)
        start_time = time.time()
        log('Posting to {} with timeout={}, "{}"'.format(url, timeout, data))
        response = requests.post(url, data=data, timeout=timeout, headers=get_http_headers())

        # get the response size and the domain, log result
        size_kb = len(response.content) / 1000.
        domain = re.findall(r'//(?s)(.*?)/', url)[0]
        log('Downloaded {:,.1f}KB from {} in {:,.2f} seconds'.format(size_kb, domain, time.time()-start_time))

        try:
            response_json = response.json()
            if 'remark' in response_json:
                log('Server remark: "{}"'.format(response_json['remark'], level=lg.WARNING))
            save_to_cache(prepared_url, response_json)
        except Exception:
            #429 is 'too many requests' and 504 is 'gateway timeout' from server
            # overload - handle these errors by recursively calling
            # overpass_request until we get a valid response
            if response.status_code in [429, 504]:
                # pause for error_pause_duration seconds before re-trying request
                if error_pause_duration is None:
                    error_pause_duration = get_pause_duration()
                log('Server at {} returned status code {} and no JSON data. Re-trying request in {:.2f} seconds.'.format(domain,
                                                                                                                         response.status_code,
                                                                                                                         error_pause_duration),
                                                                                                                         level=lg.WARNING)
                time.sleep(error_pause_duration)
                response_json = overpass_request(data=data, pause_duration=pause_duration, timeout=timeout)

            # else, this was an unhandled status_code, throw an exception
            else:
                log('Server at {} returned status code {} and no JSON data'.format(domain, response.status_code), level=lg.ERROR)
                raise Exception('Server returned no JSON data.\n{} {}\n{}'.format(response, response.reason, response.text))

        return response_json