mirror of
https://github.com/timescale/timescaledb.git
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406901d838
Files and directories using "hyperstore" as part of the name is moved to the new name using "hypercore".
454 lines
16 KiB
PL/PgSQL
454 lines
16 KiB
PL/PgSQL
-- This file and its contents are licensed under the Timescale License.
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-- Please see the included NOTICE for copyright information and
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-- LICENSE-TIMESCALE for a copy of the license.
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\ir include/hyperstore_helpers.sql
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select setseed(0.3);
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-- Testing the basic API for creating a hyperstore
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-- This should just fail because you cannot create a plain table with
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-- hyperstore (yet).
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\set ON_ERROR_STOP 0
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\set VERBOSITY default
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create table test2(
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created_at timestamp with time zone not null,
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location_id int
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) using hyperstore;
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set default_table_access_method to 'hyperstore';
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create table test2(
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created_at timestamp with time zone not null,
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location_id int
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);
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reset default_table_access_method;
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\set VERBOSITY terse
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\set ON_ERROR_STOP 1
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CREATE TABLE test2(
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created_at timestamptz not null,
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location_id int,
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device_id int,
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temp float,
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humidity float
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);
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create index on test2(device_id, created_at);
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\set ON_ERROR_STOP 0
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alter table test2 set access method hyperstore;
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\set ON_ERROR_STOP 1
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select create_hypertable('test2', 'created_at');
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\set ON_ERROR_STOP 0
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-- Should show error since there is no namespace.
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alter table test2
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set access method hyperstore,
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set (compress_segmentby = 'location_id');
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\set ON_ERROR_STOP 1
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alter table test2
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set access method hyperstore,
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set (timescaledb.compress_segmentby = 'location_id');
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-- Test altering hypertable to hyperstore again. It should be allowed
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-- and be a no-op.
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alter table test2 set access method hyperstore;
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\set ON_ERROR_STOP 0
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-- This shows an error but the error is weird, we should probably get
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-- a better one.
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alter table test2
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set access method hyperstore,
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set (compress_segmentby = 'location_id');
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\set ON_ERROR_STOP 1
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-- Create view for hyperstore rels
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create view amrels as
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select cl.oid::regclass as rel, am.amname, inh.inhparent::regclass as relparent
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from pg_class cl
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inner join pg_am am on (cl.relam = am.oid)
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left join pg_inherits inh on (inh.inhrelid = cl.oid);
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-- Show that test2 is a hyperstore
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select rel, amname
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from amrels
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where rel='test2'::regclass;
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-- This will create new chunks for the hypertable
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insert into test2 (created_at, location_id, device_id, temp, humidity)
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select t, ceil(random()*10), ceil(random()*30), random()*40, random()*100
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from generate_series('2022-06-01'::timestamptz, '2022-07-01', '5m') t;
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-- Save the count for test2 for later comparison
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select count(*) as orig_test2_count from test2 \gset
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-- All chunks should use the hyperstore access method
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select * from amrels
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where relparent='test2'::regclass;
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-- Show compression settings for hyperstore across catalog and views
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select * from _timescaledb_catalog.compression_settings;
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select * from timescaledb_information.compression_settings;
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select * from timescaledb_information.chunk_compression_settings;
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--------------------------
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-- Test alter on chunks --
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--------------------------
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create table test3 (time timestamptz not null, device int, temp float);
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select create_hypertable('test3', 'time');
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-- create one chunk
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insert into test3 values ('2022-06-01', 1, 1.0);
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-- save chunk as variable
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select ch as chunk from show_chunks('test3') ch limit 1 \gset
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-- Check that chunk is NOT using hyperstore
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select rel, amname
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from amrels
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where relparent='test3'::regclass;
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\set ON_ERROR_STOP 0
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-- Cannot create hyperstore if missing compression settings
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alter table :chunk set access method hyperstore;
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\set ON_ERROR_STOP 1
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-- Add compression settings
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alter table test3 set (timescaledb.compress, timescaledb.compress_orderby='time desc', timescaledb.compress_segmentby='');
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alter table :chunk set access method hyperstore;
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-- Check that chunk is using hyperstore
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select * from amrels where rel=:'chunk'::regclass;
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-- Try same thing with compress_chunk()
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alter table :chunk set access method heap;
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select compress_chunk(:'chunk', compress_using => 'hyperstore');
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-- Check that chunk is using hyperstore
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select relname, amname
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from show_chunks('test3') as chunk
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join pg_class on (pg_class.oid = chunk)
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join pg_am on (relam = pg_am.oid);
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-- Test setting same access method again
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alter table :chunk set access method hyperstore;
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-- Test recompression after changing compression settings
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alter table test3 set (timescaledb.compress_segmentby='device');
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select compress_chunk(:'chunk', compress_using => 'hyperstore', recompress => true);
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-- Create a second chunk
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insert into test3 values ('2022-08-01', 1, 1.0);
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-- The second chunk should not be a hyperstore chunk
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select * from amrels where relparent='test3'::regclass;
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-- Set hyperstore on hypertable
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alter table test3 set access method hyperstore;
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-- Create a third chunk
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insert into test3 values ('2022-10-01', 1, 1.0);
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-- The third chunk should be a hyperstore chunk
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select * from amrels where relparent='test3'::regclass;
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-- Test that we can DDL on a hypertable that is not a Hyperstore but
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-- has one chunk that is a Hyperstore works.
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create table test4 (time timestamptz not null, device int, temp float);
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select created from create_hypertable('test4', 'time');
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insert into test4 values ('2022-06-01', 1, 1.0), ('2022-08-01', 1, 1.0);
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-- should be at least two chunks
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select count(ch) from show_chunks('test4') ch;
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select ch as chunk from show_chunks('test4') ch limit 1 \gset
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alter table test4 set (timescaledb.compress);
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alter table :chunk set access method hyperstore;
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select * from amrels where relparent='test4'::regclass;
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-- test that alter table on the hypertable works
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alter table test4 add column magic int;
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\d :chunk
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-- Test that dropping a table with one chunk being a hyperstore works.
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drop table test4;
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-- Create view to see compression stats. Left join chunks with stats
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-- to detect missing stats. Only show row counts because size stats
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-- seem to vary in tests
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create view compressed_rel_size_stats as
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select
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cl.oid::regclass as rel,
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am.amname,
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inh.inhparent::regclass as relparent,
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numrows_pre_compression,
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numrows_post_compression,
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numrows_frozen_immediately
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from _timescaledb_catalog.chunk c
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left join _timescaledb_catalog.compression_chunk_size ccs
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on (c.id = ccs.chunk_id)
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inner join pg_class cl
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on (cl.oid = format('%I.%I', c.schema_name, c.table_name)::regclass)
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inner join pg_am am
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on (am.oid = cl.relam)
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inner join pg_inherits inh
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on (inh.inhrelid = cl.oid)
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where c.compressed_chunk_id is not null;
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-- There should be no hyperstore chunks that lack compression size stats
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select count(*) as num_stats_missing from compressed_rel_size_stats
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where amname = 'hyperstore' and numrows_pre_compression is null;
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-- Show stats for hyperstore chunks. Note that many stats are 0 since
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-- chunks were created as a result of inserts and not really
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-- compressed
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select * from compressed_rel_size_stats order by rel;
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-- Decompress hyperstores to check that stats are removed
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select decompress_chunk(rel)
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from compressed_rel_size_stats
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where amname = 'hyperstore';
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-- All stats should be removed
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select count(*) as orphaned_stats
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from compressed_rel_size_stats;
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-- Create hyperstores again and check that compression size stats are
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-- updated showing compressed data
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select compress_chunk(ch, compress_using => 'hyperstore')
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from show_chunks('test2') ch;
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select compress_chunk(ch, compress_using => 'hyperstore')
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from show_chunks('test3') ch;
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-- Save the stats for later comparison. Exclude the amname column
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-- since it will differ.
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create table saved_stats as
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select
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rel,
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relparent,
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numrows_pre_compression,
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numrows_post_compression,
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numrows_frozen_immediately
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from compressed_rel_size_stats;
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select * from compressed_rel_size_stats order by rel;
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-- Convert back to heap and compress the old way to compare
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-- compression size stats
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select compress_chunk(decompress_chunk(ch))
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from show_chunks('test2') ch;
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-- Using compress_using => NULL should be the same as "heap"
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select compress_chunk(decompress_chunk(ch), compress_using => NULL)
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from show_chunks('test3') ch;
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select * from compressed_rel_size_stats order by rel;
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-- Check that stats are the same for hyperstore and now with
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-- compression. Should return zero rows if they are the same.
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select
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rel,
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relparent,
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numrows_pre_compression,
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numrows_post_compression,
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numrows_frozen_immediately
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from compressed_rel_size_stats
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except
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select * from saved_stats;
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-- Try migration to hyperstore directly from compressed heap. Run in a
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-- transaction block to make sure changes are visible to following
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-- commands.
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begin;
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-- Check pg_am dependencies for the chunks. Since they are using heap
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-- AM, there should be no dependencies as heap AM is always present.
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select dep.objid::regclass, am.amname
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from show_chunks('test2') ch
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join pg_depend dep on (ch = dep.objid)
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join pg_am am on (dep.refobjid = am.oid);
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-- Use DEBUG2 to show that migration path is invoked
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set client_min_messages=DEBUG1;
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with chunks as (
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select ch from show_chunks('test2') ch offset 1
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)
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select compress_chunk(ch, compress_using => 'hyperstore') from chunks;
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-- Test direct migration of the remaining chunk via SET ACCESS
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-- METHOD. Add some uncompressed data to test migration with partially
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-- compressed chunks.
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select ch as alter_chunk from show_chunks('test2') ch limit 1 \gset
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insert into :alter_chunk values ('2022-06-01 10:00', 4, 4, 4.0, 4.0);
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alter table :alter_chunk set access method hyperstore;
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reset client_min_messages;
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-- Check pg_am dependencies for the chunks. Since they are using heap
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-- AM, there should be no dependencies as heap AM is always present.
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select dep.objid::regclass, am.amname
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from show_chunks('test2') ch
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join pg_depend dep on (ch = dep.objid)
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join pg_am am on (dep.refobjid = am.oid);
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-- All chunks should use hyperstore and have rel_size_stats
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select * from compressed_rel_size_stats
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where amname = 'hyperstore' order by rel;
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-- Check that query plan is now ColumnarScan and that all data, except
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-- the one uncompressed row, is still compressed after migration
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explain (costs off)
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select _timescaledb_debug.is_compressed_tid(ctid) from test2
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where not _timescaledb_debug.is_compressed_tid(ctid);
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select _timescaledb_debug.is_compressed_tid(ctid) from test2
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where not _timescaledb_debug.is_compressed_tid(ctid);
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-- Check that the table still returns the correct count. Account for
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-- the one uncompressed row inserted.
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select count(*)=(:orig_test2_count + 1) as count_as_expected from test2;
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commit;
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\set ON_ERROR_STOP 0
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-- Trying to convert a hyperstore to a hyperstore should be an error
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-- if if_not_compressed is false and the hyperstore is fully
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-- compressed.
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select compress_chunk(ch, compress_using => 'hyperstore', if_not_compressed => false)
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from show_chunks('test2') ch;
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-- Compressing using something different than "hyperstore" or "heap"
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-- should not be allowed
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select compress_chunk(ch, compress_using => 'non_existing_am')
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from show_chunks('test2') ch;
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\set ON_ERROR_STOP 1
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-- Compressing from hyperstore with compress_using=>heap should lead
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-- to recompression of hyperstore with a notice.
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select compress_chunk(ch, compress_using => 'heap')
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from show_chunks('test2') ch;
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-- Compressing a hyperstore without specifying compress_using should
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-- lead to recompression. First check that :chunk is a hyperstore.
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select ch as chunk from show_chunks('test2') ch limit 1 \gset
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select * from compressed_rel_size_stats
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where amname = 'hyperstore' and rel = :'chunk'::regclass;
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insert into :chunk values ('2022-06-01 10:01', 6, 6, 6.0, 6.0);
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select ctid from :chunk where created_at = '2022-06-01 10:01' and device_id = 6;
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select compress_chunk(:'chunk');
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select ctid from :chunk where created_at = '2022-06-01 10:01' and device_id = 6;
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-- Compressing a hyperstore with compress_using=>hyperstore should
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-- also lead to recompression
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insert into :chunk values ('2022-06-01 11:02', 7, 7, 7.0, 7.0);
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select ctid from :chunk where created_at = '2022-06-01 11:02' and device_id = 7;
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select compress_chunk(:'chunk', compress_using => 'hyperstore');
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select ctid from :chunk where created_at = '2022-06-01 11:02' and device_id = 7;
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-- Convert all hyperstores back to heap
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select decompress_chunk(rel) ch
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from compressed_rel_size_stats
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where amname = 'hyperstore'
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order by ch;
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-- Test that it is possible to convert multiple hyperstores in the
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-- same transaction. The goal is to check that all the state is
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-- cleaned up between two or more commands in same transaction.
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select ch as chunk2 from show_chunks('test2') ch offset 1 limit 1 \gset
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start transaction;
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select compress_chunk(:'chunk', compress_using => 'hyperstore');
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select compress_chunk(:'chunk2', compress_using => 'hyperstore');
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commit;
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select * from compressed_rel_size_stats
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where amname = 'hyperstore' and relparent = 'test2'::regclass
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order by rel;
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-- Test that we can compress old way using compress_using=>heap
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select ch as chunk3 from show_chunks('test2') ch offset 2 limit 1 \gset
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select compress_chunk(:'chunk3', compress_using => 'heap');
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select * from compressed_rel_size_stats
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where amname = 'heap' and relparent = 'test2'::regclass
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order by rel;
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\set ON_ERROR_STOP 0
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-- If we call compress_chunk with compress_using=>'heap' on a
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-- heap-compressed chunk, it should lead to an error if
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-- if_not_compressed is false. The commands below are all equivalent
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-- in this case.
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select compress_chunk(:'chunk3', compress_using => 'heap', if_not_compressed=>false);
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select compress_chunk(:'chunk3', compress_using => NULL, if_not_compressed=>false);
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select compress_chunk(:'chunk3', if_not_compressed=>false);
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\set ON_ERROR_STOP 1
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-- For a heap-compressed chunk, these should all be equivalent and
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-- should not do anything when there is nothing to recompress. A
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-- notice should be raised instead of an error.
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select compress_chunk(:'chunk3', compress_using => 'heap');
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select compress_chunk(:'chunk3', compress_using => NULL);
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select compress_chunk(:'chunk3');
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-- Insert new data to create a "partially compressed" chunk. Note that
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-- it is not possible to insert directly into the chunk because that
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-- doesn't properly update the partially compressed state.
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insert into test2 values ('2022-06-15 16:00', 8, 8, 8.0, 8.0);
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select * from only :chunk3;
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select compress_chunk(:'chunk3', compress_using => 'heap');
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-- The tuple should no longer be in the non-compressed chunk
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select * from only :chunk3;
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-- But the tuple is returned in a query without ONLY
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select * from :chunk3 where created_at = '2022-06-15 16:00' and device_id = 8;
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-- Test a more complicated schema from the NYC Taxi data set. This is
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-- to test that compression using hyperstore works, since there was an
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-- issue with setting up the tuple sort state during compression.
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create table rides (
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vendor_id text,
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pickup_datetime timestamptz not null,
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dropoff_datetime timestamptz not null,
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passenger_count numeric,
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trip_distance numeric,
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pickup_longitude numeric,
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pickup_latitude numeric,
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rate_code int,
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dropoff_longitude numeric,
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dropoff_latitude numeric,
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payment_type int,
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fare_amount numeric,
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extra numeric,
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mta_tax numeric,
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tip_amount numeric,
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tolls_amount numeric,
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improvement_surcharge numeric,
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total_amount numeric
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);
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select create_hypertable('rides', 'pickup_datetime', 'payment_type', 2, create_default_indexes=>false);
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create index on rides (vendor_id, pickup_datetime desc);
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create index on rides (pickup_datetime desc, vendor_id);
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create index on rides (rate_code, pickup_datetime desc);
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create index on rides (passenger_count, pickup_datetime desc);
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alter table rides set (timescaledb.compress_segmentby='payment_type');
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-- Insert some values. Particularly interested in testing text type handling.
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insert into rides values
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(745233436676,'2016-01-01 00:00:03','2016-01-01 00:11:14',1,6.00,-73.947151184082031,40.791046142578125,1,-73.920768737792969,40.865577697753906,2,9,0.5,0.5,0,0,0.3,19.3),
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(6,'2016-01-01 00:00:02','2016-01-01 00:11:55',1,1.20,-73.979423522949219,40.744613647460938,1,-73.992034912109375,40.753944396972656,2,9,0.5,0.5,0,0,0.3,10.3),
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(356,'2016-01-01 00:00:01','2016-01-01 00:11:55',1,1.20,-73.979423522949219,40.744613647460938,1,-73.992034912109375,40.753944396972656,2,9,0.5,0.5,0,0,0.3,10.3);
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-- Check that it is possible to compress
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select compress_chunk(ch, compress_using=>'hyperstore') from show_chunks('rides') ch;
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select rel, amname from compressed_rel_size_stats
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where relparent::regclass = 'rides'::regclass;
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-- Query to check everything is OK
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analyze rides;
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-- This should decompress and create text datums (column 1) in an
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-- order that exercises datum caching in the arrow array
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explain (costs off)
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select * from rides order by pickup_datetime;
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select * from rides order by pickup_datetime;
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