Thanks for the reply Dorian. For the sake of argument, lets just say I'm definitely not doing what you mentioned. My question was not so much around modeling json storage as it is around tuning the background writer performance.
On Tue, Jan 12, 2016 at 2:14 PM Dorian Hoxha <dorian.hoxha@xxxxxxxxx> wrote:
Maybe you're not doing this.... but:This way you'll write less data into static-columns (no key-names overhead and better types) --> less data to disk etc (selects will also be faster).
Using "data" json(b)/hstore column for all/most/many fields is an antipattern. Use 'data' ONLY for columns that you know will be dynamic.On Tue, Jan 12, 2016 at 7:25 PM, Cory Tucker <cory.tucker@xxxxxxxxx> wrote:PG 9.4.4 (RDS)I'm experiencing an issue when trying to update many rows in a single table (one row at a time, but parallelized across ~12 connections). The issue we see is that the writes will periodically be blocked for a duration of several minutes and then pick back up. After digging through our monitoring stack, I was able to uncover these stats which seem to allude to it being a background writer performance problem:(apologies for the image)Our settings for the background writer are pretty standard OOB (I threw in some others that I thought might be helpful, too):name | setting | unit-------------------------+---------+------bgwriter_delay | 200 | msbgwriter_lru_maxpages | 100 |bgwriter_lru_multiplier | 2 |maintenance_work_mem | 65536 | kBmax_worker_processes | 8 |work_mem | 32768 | kBThe table that is being written to contains a jsonb column with a GIN index:Table "public.ced"Column | Type | Modifiers---------------+--------------------------+-----------id | bigint | not nullcreated_at | timestamp with time zone |modified_at | timestamp with time zone |bean_version | bigint | default 0account_id | bigint | not nulldata | jsonb | not nullIndexes:"ced_pkey" PRIMARY KEY, btree (id)"ced_data" gin (data jsonb_path_ops)"partition_key_idx" btree (account_id, id)It seems to me that the background writer just can't keep up with the amount of writes that I am trying to do and freezes all the updates. What are my options to improve the background writer performance here?thanks--Cory