def main(settings): current_time = datetime.utcnow() time_file = File(settings.param.last_replication_time) # SYNCH WITH source ES INDEX source = Index(settings.source) destination = Cluster(settings.destination).get_or_create_index(settings.destination) # GET LAST UPDATED from_file = None if time_file.exists: from_file = convert.milli2datetime(convert.value2int(time_file.read())) from_es = get_last_updated(destination) - timedelta(hours=1) last_updated = MIN(coalesce(from_file, convert.milli2datetime(0)), from_es) Log.note("updating records with modified_ts>={{last_updated}}", {"last_updated": last_updated}) pending = get_pending(source, last_updated) with ThreadedQueue(destination, batch_size=1000) as data_sink: replicate(source, data_sink, pending, last_updated) # RECORD LAST UPDATED time_file.write(unicode(convert.datetime2milli(current_time)))