Bitmap Heap Scan taking ~60x as long for table when queried as partition

I have a fairly large partitioned table, but annoyingly if I query the hypertable directly it takes ~60x as long to scan each subtable than if I query each sub-table directly. I have freshly vacuumed and analyzed the tables in question and this persists. What is going on?

Thanks,
Stephen

EXPLAIN ANALYZE
SELECT
SUM( server_tx_bytes + client_tx_bytes ) AS tot_bytes,
date_trunc( 'minute', start_time ) AS start_min
FROM
raptor_global_bitrate_20171101_cmts1
WHERE
client_ip_md5='28903ff5-1bb6-2533-23e7-ac5218b30008'
AND start_time >= '2017-10-28 00:00:00 UTC'
AND start_time < '2017-11-28 00:00:00 UTC'
GROUP BY
start_min;

HashAggregate (cost=87530.06..87791.23 rows=17411 width=40) (actual time=2618.322..2619.004 rows=1440 loops=1)
Group Key: date_trunc('minute'::text, start_time)
-> Bitmap Heap Scan on raptor_global_bitrate_20171101_cmts1 (cost=586.25..87302.95 rows=30281 width=24) (actual time=67.735..2548.289 rows=85807 loops=1)
Recheck Cond: (client_ip_md5 = '28903ff5-1bb6-2533-23e7-ac5218b30008'::uuid)
Filter: ((start_time >= '2017-10-28 00:00:00+00'::timestamp with time zone) AND (start_time < '2017-11-28 00:00:00+00'::timestamp with time zone))
Heap Blocks: exact=85800
-> Bitmap Index Scan on raptor_global_bitrate_20171101_cmts1_client_ip_md5_idx (cost=0.00..578.68 rows=30281 width=0) (actual time=47.199..47.199 rows=85807 loops=1)
Index Cond: (client_ip_md5 = '28903ff5-1bb6-2533-23e7-ac5218b30008'::uuid)
Planning time: 1.768 ms
Execution time: 2619.368 ms

EXPLAIN ANALYZE
SELECT
SUM( server_tx_bytes + client_tx_bytes ) AS tot_bytes,
date_trunc( 'minute', start_time ) AS start_min
FROM
raptor_global_bitrate_part
WHERE
client_ip_md5='28903ff5-1bb6-2533-23e7-ac5218b30008'
AND start_time >= '2017-10-28 00:00:00 UTC'
AND start_time < '2017-11-28 00:00:00 UTC'
GROUP BY
start_min;
-> Parallel Bitmap Heap Scan on raptor_global_bitrate_20171101_cmts1 (cost=591.99..87814.50 rows=7659 width=24) (actual time=176.151..24760.668 rows=14301 loops=6)
Recheck Cond: (client_ip_md5 = '28903ff5-1bb6-2533-23e7-ac5218b30008'::uuid)
Filter: ((start_time >= '2017-10-28 00:00:00+00'::timestamp with time zone) AND (start_time < '2017-11-28 00:00:00+00'::timestamp with time zone))
Heap Blocks: exact=14477
-> Bitmap Index Scan on raptor_global_bitrate_20171101_cmts1_client_ip_md5_idx (cost=0.00..584.34 rows=30635 width=0) (actual time=131.289..131.289 rows=85807 loops=1)
Index Cond: (client_ip_md5 = '28903ff5-1bb6-2533-23e7-ac5218b30008'::uuid)
Execution time for this sub-table: 148,432.719 ms
(Note this is 24760.668 * 6)

Stephen Froehlich
Sr. Strategist, CableLabs(r)

s(dot)froehlich(at)cablelabs(dot)com
Tel: +1 (303) 661-3708