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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 load_metadata_for_topics(self, *topics, **kwargs):
 """Fetch broker and topic-partition metadata from the server. Updates internal data: broker list, topic/partition list, and topic/partition -> broker map. This method should be called after receiving any error. Note: Exceptions *will not* be raised in a full refresh (i.e. no topic list). In this case, error codes will be logged as errors. Partition-level errors will also not be raised here (a single partition w/o a leader, for example). Arguments: *topics (optional):
 If a list of topics is provided, the metadata refresh will be limited to the specified topics only. ignore_leadernotavailable (bool):
 suppress LeaderNotAvailableError so that metadata is loaded correctly during auto-create. Default: False. Raises: UnknownTopicOrPartitionError: Raised for topics that do not exist, unless the broker is configured to auto-create topics. LeaderNotAvailableError: Raised for topics that do not exist yet, when the broker is configured to auto-create topics. Retry after a short backoff (topics/partitions are initializing). """

        if 'ignore_leadernotavailable' in kwargs:
            ignore_leadernotavailable = kwargs['ignore_leadernotavailable']
        else:
            ignore_leadernotavailable = False

        if topics:
            self.reset_topic_metadata(*topics)
        else:
            self.reset_all_metadata()

        resp = self.send_metadata_request(topics)

        log.debug('Updating broker metadata: %s', resp.brokers)
        log.debug('Updating topic metadata: %s', [topic for _, topic, _ in resp.topics])

        self.brokers = dict([(nodeId, BrokerMetadata(nodeId, host, port, None))
                             for nodeId, host, port in resp.brokers])

        for error, topic, partitions in resp.topics:
            # Errors expected for new topics
            if error:
                error_type = kafka.errors.kafka_errors.get(error, UnknownError)
                if error_type in (UnknownTopicOrPartitionError, LeaderNotAvailableError):
                    log.error('Error loading topic metadata for %s: %s (%s)',
                              topic, error_type, error)
                    if topic not in topics:
                        continue
                    elif (error_type is LeaderNotAvailableError and
                          ignore_leadernotavailable):
                        continue
                raise error_type(topic)

            self.topic_partitions[topic] = {}
            for error, partition, leader, _, _ in partitions:

                self.topic_partitions[topic][partition] = leader

                # Populate topics_to_brokers dict
                topic_part = TopicPartition(topic, partition)

                # Check for partition errors
                if error:
                    error_type = kafka.errors.kafka_errors.get(error, UnknownError)

                    # If No Leader, topics_to_brokers topic_partition -> None
                    if error_type is LeaderNotAvailableError:
                        log.error('No leader for topic %s partition %d', topic, partition)
                        self.topics_to_brokers[topic_part] = None
                        continue

                    # If one of the replicas is unavailable -- ignore
                    # this error code is provided for admin purposes only
                    # we never talk to replicas, only the leader
                    elif error_type is ReplicaNotAvailableError:
                        log.debug('Some (non-leader) replicas not available for topic %s partition %d', topic, partition)

                    else:
                        raise error_type(topic_part)

                # If Known Broker, topic_partition -> BrokerMetadata
                if leader in self.brokers:
                    self.topics_to_brokers[topic_part] = self.brokers[leader]

                # If Unknown Broker, fake BrokerMetadata so we don't lose the id
                # (not sure how this could happen. server could be in bad state)
                else:
                    self.topics_to_brokers[topic_part] = BrokerMetadata(
                        leader, None, None, None
                    )