Re: [noob] How to optimize this double pivot query?

Your query, while maybe not great, isn’t the cause of your problem.  It is the table schema, specifically the “key-value” aspect, that is killing you.

You may want to try:

SELECT *

FROM (SELECT id FROM …) id_master

NATURAL LEFT JOIN (SELECT id, field_value AS … FROM … WHERE fieldtype = ‘’) f1

NATURAL LEFT JOIN (SELECT id, field_value AS … FROM … WHERE fieldtype = ‘’) f2

[repeat one left join for every field; though you will then need to decide if/how to deal with NULL – not that you are currently doing anything special anyway…]

Mainly the above avoids the use of “max()” and instead uses direct joins between the relevant tables.  I have no clue whether that will improve things but if you are going to lie in this bed you should at least try different positions.

The better option is to educate yourself on better ways of constructing the tables so that you do not have to write this kind of god-awful query.  In some cases key-value has merit but usually only when done in moderation.  Not for the entire database.  You likely should simply have a table that looks like the result of the query below.

As a second (not necessarily mutually exclusive) alternative: install and use the hstore extension.

David J.

Thanks in advance,

Bob

select

    t.id_name,
    max(t.begin_time) as begin_time,
    max(t.end_time) as end_time,
   
    max(case when (m.id_name = 'package-version') then v.value end) as package_version,
    max(case when (m.id_name = 'database-vendor') then v.value end) as database_vendor,
    max(case when (m.id_name = 'bean-name') then v.value end) as bean_name,
    max(case when (m.id_name = 'request-distribution') then v.value end) as request_distribution,
    max(case when (m.id_name = 'ycsb-workload') then v.value end) as ycsb_workload,
    max(case when (m.id_name = 'record-count') then v.value end) as record_count,
    max(case when (m.id_name = 'transaction-engine-count') then v.value end) as transaction_engine_count,
    max(case when (m.id_name = 'transaction-engine-maxmem') then v.value end) as transaction_engine_maxmem,
    max(case when (m.id_name = 'storage-manager-count') then v.value end) as storage_manager_count,
    max(case when (m.id_name = 'test-instance-count') then v.value end) as test_instance_count,
    max(case when (m.id_name = 'operation-count') then v.value end) as operation_count,
    max(case when (m.id_name = 'update-percent') then v.value end) as update_percent,
    max(case when (m.id_name = 'thread-count') then v.value end) as thread_count,
   
    max(case when (d.id_name = 'tps') then r.value end) as tps,
    max(case when (d.id_name = 'Memory') then r.value end) as memory,
    max(case when (d.id_name = 'DiskWritten') then r.value end) as disk_written,
    max(case when (d.id_name = 'PercentUserTime') then r.value end) as percent_user,
    max(case when (d.id_name = 'PercentCpuTime') then r.value end) as percent_cpu,
    max(case when (d.id_name = 'UserMilliseconds') then r.value end) as user_milliseconds,
    max(case when (d.id_name = 'YcsbUpdateLatencyMicrosecs') then r.value end) as update_latency,
    max(case when (d.id_name = 'YcsbReadLatencyMicrosecs') then r.value end) as read_latency,
    max(case when (d.id_name = 'Updates') then r.value end) as updates,
    max(case when (d.id_name = 'Deletes') then r.value end) as deletes,
    max(case when (d.id_name = 'Inserts') then r.value end) as inserts,
    max(case when (d.id_name = 'Commits') then r.value end) as commits,
    max(case when (d.id_name = 'Rollbacks') then r.value end) as rollbacks,
    max(case when (d.id_name = 'Objects') then r.value end) as objects,
    max(case when (d.id_name = 'ObjectsCreated') then r.value end) as objects_created,
    max(case when (d.id_name = 'FlowStalls') then r.value end) as flow_stalls,
    max(case when (d.id_name = 'NodeApplyPingTime') then r.value end) as node_apply_ping_time,
    max(case when (d.id_name = 'NodePingTime') then r.value end) as node_ping_time,
    max(case when (d.id_name = 'ClientCncts') then r.value end) as client_connections,
    max(case when (d.id_name = 'YcsbSuccessCount') then r.value end) as success_count,
    max(case when (d.id_name = 'YcsbWarnCount') then r.value end) as warn_count,
    max(case when (d.id_name = 'YcsbFailCount') then r.value end) as fail_count
   
from test as t

    left join test_results as r on r.test_id = t.id
    left join test_variables as v on v.test_id = t.id
    left join metric_def as d on d.id = r.metric_def_id
    left join metadata_key as m on m.id = v.metadata_key_id

group by t.id_name

;

"GroupAggregate  (cost=5.87..225516.43 rows=926 width=81)"
"  ->  Nested Loop Left Join  (cost=5.87..53781.24 rows=940964 width=81)"
"        ->  Nested Loop Left Join  (cost=1.65..1619.61 rows=17235 width=61)"
"              ->  Index Scan using test_uc on test t  (cost=0.00..90.06 rows=926 width=36)"
"              ->  Hash Right Join  (cost=1.65..3.11 rows=19 width=29)"
"                    Hash Cond: (m.id = v.metadata_key_id)"
"                    ->  Seq Scan on metadata_key m  (cost=0.00..1.24 rows=24 width=21)"
"                    ->  Hash  (cost=1.41..1.41 rows=19 width=16)"
"                          ->  Index Scan using test_variables_test_id_idx on test_variables v  (cost=0.00..1.41 rows=19 width=16)"
"                                Index Cond: (test_id = t.id)"
"        ->  Hash Right Join  (cost=4.22..6.69 rows=55 width=28)"
"              Hash Cond: (d.id = r.metric_def_id)"
"              ->  Seq Scan on metric_def d  (cost=0.00..1.71 rows=71 width=20)"
"              ->  Hash  (cost=3.53..3.53 rows=55 width=16)"
"                    ->  Index Scan using test_results_test_id_idx on test_results r  (cost=0.00..3.53 rows=55 width=16)"
"                          Index Cond: (test_id = t.id)"