citus/src/test/regress/expected/multi_modifying_xacts.out

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ALTER SEQUENCE pg_catalog.pg_dist_shardid_seq RESTART 1200000;
ALTER SEQUENCE pg_catalog.pg_dist_placement_placementid_seq RESTART 1200000;
-- ===================================================================
-- test end-to-end modification functionality
-- ===================================================================
CREATE TABLE researchers (
id bigint NOT NULL,
lab_id int NOT NULL,
name text NOT NULL
);
CREATE TABLE labs (
id bigint NOT NULL,
name text NOT NULL
);
SELECT master_create_distributed_table('researchers', 'lab_id', 'hash');
master_create_distributed_table
---------------------------------
(1 row)
SELECT master_create_worker_shards('researchers', 2, 2);
master_create_worker_shards
-----------------------------
(1 row)
SELECT master_create_distributed_table('labs', 'id', 'hash');
master_create_distributed_table
---------------------------------
(1 row)
SELECT master_create_worker_shards('labs', 1, 1);
master_create_worker_shards
-----------------------------
(1 row)
-- might be confusing to have two people in the same lab with the same name
CREATE UNIQUE INDEX avoid_name_confusion_idx ON researchers (lab_id, name);
NOTICE: using one-phase commit for distributed DDL commands
HINT: You can enable two-phase commit for extra safety with: SET citus.multi_shard_commit_protocol TO '2pc'
-- add some data
INSERT INTO researchers VALUES (1, 1, 'Donald Knuth');
INSERT INTO researchers VALUES (2, 1, 'Niklaus Wirth');
INSERT INTO researchers VALUES (3, 2, 'Tony Hoare');
INSERT INTO researchers VALUES (4, 2, 'Kenneth Iverson');
-- replace a researcher, reusing their id in a multi-row INSERT
BEGIN;
DELETE FROM researchers WHERE lab_id = 1 AND id = 2;
INSERT INTO researchers VALUES (2, 1, 'John Backus'), (12, 1, 'Frances E. Allen');
COMMIT;
SELECT name FROM researchers WHERE lab_id = 1 AND id % 10 = 2;
name
------------------
John Backus
Frances E. Allen
(2 rows)
-- and the other way around
BEGIN;
INSERT INTO researchers VALUES (14, 2, 'Alan Kay'), (15, 2, 'Barbara Liskov');
DELETE FROM researchers WHERE id = 14 AND lab_id = 2;
ROLLBACK;
-- should have rolled everything back
SELECT * FROM researchers WHERE id = 15 AND lab_id = 2;
id | lab_id | name
----+--------+------
(0 rows)
-- abort a modification
BEGIN;
DELETE FROM researchers WHERE lab_id = 1 AND id = 1;
ABORT;
SELECT name FROM researchers WHERE lab_id = 1 AND id = 1;
name
--------------
Donald Knuth
(1 row)
-- trigger a unique constraint violation
BEGIN;
UPDATE researchers SET name = 'John Backus' WHERE id = 1 AND lab_id = 1;
ERROR: duplicate key value violates unique constraint "avoid_name_confusion_idx_1200000"
DETAIL: Key (lab_id, name)=(1, John Backus) already exists.
CONTEXT: while executing command on localhost:57637
ABORT;
-- creating savepoints should work...
BEGIN;
INSERT INTO researchers VALUES (5, 3, 'Dennis Ritchie');
SAVEPOINT hire_thompson;
INSERT INTO researchers VALUES (6, 3, 'Ken Thompson');
COMMIT;
SELECT name FROM researchers WHERE lab_id = 3 AND id = 6;
name
--------------
Ken Thompson
(1 row)
-- even if created by PL/pgSQL...
\set VERBOSITY terse
BEGIN;
DO $$
BEGIN
INSERT INTO researchers VALUES (10, 10, 'Edsger Dijkstra');
EXCEPTION
WHEN not_null_violation THEN
RAISE NOTICE 'caught not_null_violation';
END $$;
COMMIT;
-- rollback should also work
BEGIN;
INSERT INTO researchers VALUES (7, 4, 'Jim Gray');
SAVEPOINT hire_engelbart;
INSERT INTO researchers VALUES (8, 4, 'Douglas Engelbart');
ROLLBACK TO hire_engelbart;
COMMIT;
SELECT name FROM researchers WHERE lab_id = 4;
name
----------
Jim Gray
(1 row)
BEGIN;
DO $$
BEGIN
INSERT INTO researchers VALUES (11, 11, 'Whitfield Diffie');
INSERT INTO researchers VALUES (NULL, 10, 'Edsger Dijkstra');
EXCEPTION
WHEN not_null_violation THEN
RAISE NOTICE 'caught not_null_violation';
END $$;
NOTICE: caught not_null_violation
COMMIT;
\set VERBOSITY default
-- should be valid to edit labs after researchers...
BEGIN;
INSERT INTO researchers VALUES (8, 5, 'Douglas Engelbart');
INSERT INTO labs VALUES (5, 'Los Alamos');
COMMIT;
SELECT * FROM researchers, labs WHERE labs.id = researchers.lab_id;
id | lab_id | name | id | name
----+--------+-------------------+----+------------
8 | 5 | Douglas Engelbart | 5 | Los Alamos
(1 row)
-- and the other way around is also allowed
BEGIN;
INSERT INTO labs VALUES (6, 'Bell Labs');
INSERT INTO researchers VALUES (9, 6, 'Leslie Lamport');
COMMIT;
-- we should be able to expand the transaction participants
BEGIN;
INSERT INTO labs VALUES (6, 'Bell Labs');
INSERT INTO researchers VALUES (9, 6, 'Leslie Lamport');
ERROR: duplicate key value violates unique constraint "avoid_name_confusion_idx_1200001"
DETAIL: Key (lab_id, name)=(6, Leslie Lamport) already exists.
CONTEXT: while executing command on localhost:57638
ABORT;
-- SELECTs may occur after a modification: First check that selecting
-- from the modified node works.
BEGIN;
INSERT INTO labs VALUES (6, 'Bell Labs');
SELECT count(*) FROM researchers WHERE lab_id = 6;
count
-------
1
(1 row)
ABORT;
-- then check that SELECT going to new node still is fine
BEGIN;
UPDATE pg_dist_shard_placement AS sp SET shardstate = 3
FROM pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND sp.nodename = 'localhost'
AND sp.nodeport = :worker_1_port
AND s.logicalrelid = 'researchers'::regclass;
INSERT INTO labs VALUES (6, 'Bell Labs');
SELECT count(*) FROM researchers WHERE lab_id = 6;
count
-------
1
(1 row)
ABORT;
-- we can mix DDL and INSERT
BEGIN;
INSERT INTO labs VALUES (6, 'Bell Labs');
ALTER TABLE labs ADD COLUMN motto text;
ABORT;
-- whether it occurs first or second
BEGIN;
ALTER TABLE labs ADD COLUMN motto text;
INSERT INTO labs VALUES (6, 'Bell Labs');
ABORT;
-- but the DDL should correctly roll back
SELECT "Column", "Type", "Modifiers" FROM table_desc WHERE relid='public.labs'::regclass;
Column | Type | Modifiers
--------+--------+-----------
id | bigint | not null
name | text | not null
(2 rows)
SELECT * FROM labs WHERE id = 6;
id | name
----+-----------
6 | Bell Labs
(1 row)
-- COPY can happen after single row INSERT
BEGIN;
INSERT INTO labs VALUES (6, 'Bell Labs');
\copy labs from stdin delimiter ','
COMMIT;
-- COPY cannot be performed if multiple shards were modified over the same connection
BEGIN;
INSERT INTO researchers VALUES (2, 1, 'Knuth Donald');
INSERT INTO researchers VALUES (10, 6, 'Lamport Leslie');
\copy researchers from stdin delimiter ','
ERROR: cannot establish a new connection for placement 1200003, since DML has been executed on a connection that is in use
CONTEXT: COPY researchers, line 2: "10,6,Lesport Lampie"
ROLLBACK;
-- but it is allowed after a multi-row insert
BEGIN;
INSERT INTO researchers VALUES (2, 1, 'Knuth Donald'), (10, 6, 'Lamport Leslie');
\copy researchers from stdin delimiter ','
ROLLBACK;
-- after a COPY you can modify multiple shards, since they'll use different connections
BEGIN;
\copy researchers from stdin delimiter ','
INSERT INTO researchers VALUES (2, 1, 'Knuth Donald');
INSERT INTO researchers VALUES (10, 6, 'Lamport Leslie');
ROLLBACK;
-- COPY can happen before single row INSERT
BEGIN;
\copy labs from stdin delimiter ','
SELECT name FROM labs WHERE id = 10;
name
----------------
Weyland-Yutani
Weyland-Yutani
(2 rows)
INSERT INTO labs VALUES (6, 'Bell Labs');
COMMIT;
-- two consecutive COPYs in a transaction are allowed
BEGIN;
\copy labs from stdin delimiter ','
\copy labs from stdin delimiter ','
COMMIT;
SELECT name FROM labs WHERE id = 11 OR id = 12 ORDER BY id;
name
----------------
Planet Express
fsociety
(2 rows)
-- 1pc failure test
SELECT recover_prepared_transactions();
recover_prepared_transactions
-------------------------------
0
(1 row)
-- copy with unique index violation
BEGIN;
\copy researchers FROM STDIN delimiter ','
\copy researchers FROM STDIN delimiter ','
ERROR: duplicate key value violates unique constraint "avoid_name_confusion_idx_1200001"
DETAIL: Key (lab_id, name)=(6, 'Bjarne Stroustrup') already exists.
COMMIT;
-- verify rollback
SELECT * FROM researchers WHERE lab_id = 6;
id | lab_id | name
----+--------+----------------
9 | 6 | Leslie Lamport
(1 row)
SELECT count(*) FROM pg_dist_transaction;
count
-------
0
(1 row)
-- 2pc failure and success tests
SET citus.multi_shard_commit_protocol TO '2pc';
SELECT recover_prepared_transactions();
recover_prepared_transactions
-------------------------------
0
(1 row)
-- copy with unique index violation
BEGIN;
\copy researchers FROM STDIN delimiter ','
\copy researchers FROM STDIN delimiter ','
ERROR: duplicate key value violates unique constraint "avoid_name_confusion_idx_1200001"
DETAIL: Key (lab_id, name)=(6, 'Bjarne Stroustrup') already exists.
COMMIT;
-- verify rollback
SELECT * FROM researchers WHERE lab_id = 6;
id | lab_id | name
----+--------+----------------
9 | 6 | Leslie Lamport
(1 row)
SELECT count(*) FROM pg_dist_transaction;
count
-------
0
(1 row)
BEGIN;
\copy researchers FROM STDIN delimiter ','
\copy researchers FROM STDIN delimiter ','
COMMIT;
-- verify success
SELECT * FROM researchers WHERE lab_id = 6;
id | lab_id | name
----+--------+----------------------
9 | 6 | Leslie Lamport
17 | 6 | 'Bjarne Stroustrup'
18 | 6 | 'Dennis Ritchie'
(3 rows)
-- verify 2pc
SELECT count(*) FROM pg_dist_transaction;
count
-------
2
(1 row)
RESET citus.multi_shard_commit_protocol;
-- create a check function
SELECT * from run_command_on_workers('CREATE FUNCTION reject_large_id() RETURNS trigger AS $rli$
BEGIN
IF (NEW.id > 30) THEN
RAISE ''illegal value'';
END IF;
RETURN NEW;
END;
$rli$ LANGUAGE plpgsql;')
ORDER BY nodeport;
nodename | nodeport | success | result
-----------+----------+---------+-----------------
localhost | 57637 | t | CREATE FUNCTION
localhost | 57638 | t | CREATE FUNCTION
(2 rows)
-- register after insert trigger
SELECT * FROM run_command_on_placements('researchers', 'CREATE CONSTRAINT TRIGGER reject_large_researcher_id AFTER INSERT ON %s DEFERRABLE INITIALLY DEFERRED FOR EACH ROW EXECUTE PROCEDURE reject_large_id()')
ORDER BY nodeport, shardid;
nodename | nodeport | shardid | success | result
-----------+----------+---------+---------+----------------
localhost | 57637 | 1200000 | t | CREATE TRIGGER
localhost | 57637 | 1200001 | t | CREATE TRIGGER
localhost | 57638 | 1200000 | t | CREATE TRIGGER
localhost | 57638 | 1200001 | t | CREATE TRIGGER
(4 rows)
-- hide postgresql version dependend messages for next test only
\set VERBOSITY terse
-- deferred check should abort the transaction
BEGIN;
DELETE FROM researchers WHERE lab_id = 6;
\copy researchers FROM STDIN delimiter ','
\copy researchers FROM STDIN delimiter ','
COMMIT;
WARNING: illegal value
WARNING: failed to commit critical transaction on localhost:57638, metadata is likely out of sync
WARNING: illegal value
WARNING: failed to commit critical transaction on localhost:57637, metadata is likely out of sync
WARNING: could not commit transaction for shard 1200001 on any active node
ERROR: could not commit transaction on any active node
\unset VERBOSITY
-- verify everyhing including delete is rolled back
SELECT * FROM researchers WHERE lab_id = 6;
id | lab_id | name
----+--------+----------------------
9 | 6 | Leslie Lamport
17 | 6 | 'Bjarne Stroustrup'
18 | 6 | 'Dennis Ritchie'
(3 rows)
-- cleanup triggers and the function
SELECT * from run_command_on_placements('researchers', 'drop trigger reject_large_researcher_id on %s')
ORDER BY nodeport, shardid;
nodename | nodeport | shardid | success | result
-----------+----------+---------+---------+--------------
localhost | 57637 | 1200000 | t | DROP TRIGGER
localhost | 57637 | 1200001 | t | DROP TRIGGER
localhost | 57638 | 1200000 | t | DROP TRIGGER
localhost | 57638 | 1200001 | t | DROP TRIGGER
(4 rows)
SELECT * FROM run_command_on_workers('drop function reject_large_id()')
ORDER BY nodeport;
nodename | nodeport | success | result
-----------+----------+---------+---------------
localhost | 57637 | t | DROP FUNCTION
localhost | 57638 | t | DROP FUNCTION
(2 rows)
-- ALTER and copy are compatible
BEGIN;
ALTER TABLE labs ADD COLUMN motto text;
\copy labs from stdin delimiter ','
ROLLBACK;
BEGIN;
\copy labs from stdin delimiter ','
ALTER TABLE labs ADD COLUMN motto text;
ABORT;
-- cannot perform DDL once a connection is used for multiple shards
BEGIN;
SELECT lab_id FROM researchers WHERE lab_id = 1 AND id = 0;
lab_id
--------
(0 rows)
SELECT lab_id FROM researchers WHERE lab_id = 2 AND id = 0;
lab_id
--------
(0 rows)
ALTER TABLE researchers ADD COLUMN motto text;
ERROR: cannot perform a parallel DDL command because multiple placements have been accessed over the same connection
ROLLBACK;
-- multi-shard operations can co-exist with DDL in a transactional way
BEGIN;
ALTER TABLE labs ADD COLUMN motto text;
SELECT master_modify_multiple_shards('DELETE FROM labs');
master_modify_multiple_shards
-------------------------------
8
(1 row)
ALTER TABLE labs ADD COLUMN score float;
ROLLBACK;
-- should have rolled everything back
SELECT * FROM labs WHERE id = 12;
id | name
----+----------
12 | fsociety
(1 row)
-- now, for some special failures...
CREATE TABLE objects (
id bigint PRIMARY KEY,
name text NOT NULL
);
SELECT master_create_distributed_table('objects', 'id', 'hash');
master_create_distributed_table
---------------------------------
(1 row)
SELECT master_create_worker_shards('objects', 1, 2);
master_create_worker_shards
-----------------------------
(1 row)
-- test primary key violations
BEGIN;
INSERT INTO objects VALUES (1, 'apple');
INSERT INTO objects VALUES (1, 'orange');
ERROR: duplicate key value violates unique constraint "objects_pkey_1200003"
DETAIL: Key (id)=(1) already exists.
CONTEXT: while executing command on localhost:57637
COMMIT;
-- data shouldn't have persisted...
SELECT * FROM objects WHERE id = 1;
id | name
----+------
(0 rows)
-- and placements should still be healthy...
SELECT count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND sp.shardstate = 1
AND s.logicalrelid = 'objects'::regclass;
count
-------
2
(1 row)
-- create trigger on one worker to reject certain values
\c - - - :worker_2_port
CREATE FUNCTION reject_bad() RETURNS trigger AS $rb$
BEGIN
IF (NEW.name = 'BAD') THEN
RAISE 'illegal value';
END IF;
RETURN NEW;
END;
$rb$ LANGUAGE plpgsql;
CREATE CONSTRAINT TRIGGER reject_bad
AFTER INSERT ON objects_1200003
DEFERRABLE INITIALLY IMMEDIATE
FOR EACH ROW EXECUTE PROCEDURE reject_bad();
\c - - - :master_port
-- test partial failure; worker_1 succeeds, 2 fails
\set VERBOSITY terse
BEGIN;
INSERT INTO objects VALUES (1, 'apple');
INSERT INTO objects VALUES (2, 'BAD');
WARNING: illegal value
INSERT INTO labs VALUES (7, 'E Corp');
COMMIT;
-- data should be persisted
SELECT * FROM objects WHERE id = 2;
id | name
----+------
2 | BAD
(1 row)
SELECT * FROM labs WHERE id = 7;
id | name
----+--------
7 | E Corp
(1 row)
-- but one placement should be bad
SELECT count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND sp.nodename = 'localhost'
AND sp.nodeport = :worker_2_port
AND sp.shardstate = 3
AND s.logicalrelid = 'objects'::regclass;
count
-------
1
(1 row)
DELETE FROM objects;
-- mark shards as healthy again; delete all data
UPDATE pg_dist_shard_placement AS sp SET shardstate = 1
FROM pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND s.logicalrelid = 'objects'::regclass;
-- what if there are errors on different shards at different times?
\c - - - :worker_1_port
CREATE FUNCTION reject_bad() RETURNS trigger AS $rb$
BEGIN
IF (NEW.name = 'BAD') THEN
RAISE 'illegal value';
END IF;
RETURN NEW;
END;
$rb$ LANGUAGE plpgsql;
CREATE CONSTRAINT TRIGGER reject_bad
AFTER INSERT ON labs_1200002
DEFERRABLE INITIALLY IMMEDIATE
FOR EACH ROW EXECUTE PROCEDURE reject_bad();
\c - - - :master_port
BEGIN;
INSERT INTO objects VALUES (1, 'apple');
INSERT INTO objects VALUES (2, 'BAD');
WARNING: illegal value
INSERT INTO labs VALUES (8, 'Aperture Science');
INSERT INTO labs VALUES (9, 'BAD');
WARNING: illegal value
ERROR: could not modify any active placements
COMMIT;
-- data should NOT be persisted
SELECT * FROM objects WHERE id = 1;
id | name
----+------
(0 rows)
SELECT * FROM labs WHERE id = 8;
id | name
----+------
(0 rows)
-- all placements should remain healthy
SELECT count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND sp.shardstate = 1
AND (s.logicalrelid = 'objects'::regclass OR
s.logicalrelid = 'labs'::regclass);
count
-------
3
(1 row)
-- what if the failures happen at COMMIT time?
\c - - - :worker_2_port
DROP TRIGGER reject_bad ON objects_1200003;
CREATE CONSTRAINT TRIGGER reject_bad
AFTER INSERT ON objects_1200003
DEFERRABLE INITIALLY DEFERRED
FOR EACH ROW EXECUTE PROCEDURE reject_bad();
\c - - - :master_port
-- should be the same story as before, just at COMMIT time
BEGIN;
INSERT INTO objects VALUES (1, 'apple');
INSERT INTO objects VALUES (2, 'BAD');
INSERT INTO labs VALUES (9, 'Umbrella Corporation');
COMMIT;
WARNING: illegal value
WARNING: failed to commit transaction on localhost:57638
-- data should be persisted
SELECT * FROM objects WHERE id = 2;
id | name
----+------
2 | BAD
(1 row)
SELECT * FROM labs WHERE id = 7;
id | name
----+--------
7 | E Corp
(1 row)
-- but one placement should be bad
SELECT count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND sp.nodename = 'localhost'
AND sp.nodeport = :worker_2_port
AND sp.shardstate = 3
AND s.logicalrelid = 'objects'::regclass;
count
-------
1
(1 row)
DELETE FROM objects;
-- mark shards as healthy again; delete all data
UPDATE pg_dist_shard_placement AS sp SET shardstate = 1
FROM pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND s.logicalrelid = 'objects'::regclass;
-- what if all nodes have failures at COMMIT time?
\c - - - :worker_1_port
DROP TRIGGER reject_bad ON labs_1200002;
CREATE CONSTRAINT TRIGGER reject_bad
AFTER INSERT ON labs_1200002
DEFERRABLE INITIALLY DEFERRED
FOR EACH ROW EXECUTE PROCEDURE reject_bad();
\c - - - :master_port
BEGIN;
INSERT INTO objects VALUES (1, 'apple');
INSERT INTO objects VALUES (2, 'BAD');
INSERT INTO labs VALUES (8, 'Aperture Science');
INSERT INTO labs VALUES (9, 'BAD');
COMMIT;
WARNING: illegal value
WARNING: failed to commit transaction on localhost:57637
WARNING: illegal value
WARNING: failed to commit transaction on localhost:57638
WARNING: could not commit transaction for shard 1200002 on any active node
WARNING: could not commit transaction for shard 1200003 on any active node
ERROR: could not commit transaction on any active node
-- data should NOT be persisted
SELECT * FROM objects WHERE id = 1;
id | name
----+------
(0 rows)
SELECT * FROM labs WHERE id = 8;
id | name
----+------
(0 rows)
-- all placements should remain healthy
SELECT count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND sp.shardstate = 1
AND (s.logicalrelid = 'objects'::regclass OR
s.logicalrelid = 'labs'::regclass);
count
-------
3
(1 row)
-- what if one shard (objects) succeeds but another (labs) completely fails?
\c - - - :worker_2_port
DROP TRIGGER reject_bad ON objects_1200003;
\c - - - :master_port
BEGIN;
INSERT INTO objects VALUES (1, 'apple');
INSERT INTO labs VALUES (8, 'Aperture Science');
INSERT INTO labs VALUES (9, 'BAD');
COMMIT;
WARNING: illegal value
WARNING: failed to commit transaction on localhost:57637
WARNING: could not commit transaction for shard 1200002 on any active node
\set VERBOSITY default
-- data to objects should be persisted, but labs should not...
SELECT * FROM objects WHERE id = 1;
id | name
----+-------
1 | apple
(1 row)
SELECT * FROM labs WHERE id = 8;
id | name
----+------
(0 rows)
-- labs should be healthy, but one object placement shouldn't be
SELECT s.logicalrelid::regclass::text, sp.shardstate, count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND (s.logicalrelid = 'objects'::regclass OR
s.logicalrelid = 'labs'::regclass)
GROUP BY s.logicalrelid, sp.shardstate
ORDER BY s.logicalrelid, sp.shardstate;
logicalrelid | shardstate | count
--------------+------------+-------
labs | 1 | 1
objects | 1 | 1
objects | 3 | 1
(3 rows)
-- some append-partitioned tests for good measure
CREATE TABLE append_researchers ( LIKE researchers );
SELECT master_create_distributed_table('append_researchers', 'id', 'append');
master_create_distributed_table
---------------------------------
(1 row)
SET citus.shard_replication_factor TO 1;
SELECT master_create_empty_shard('append_researchers') AS new_shard_id
\gset
UPDATE pg_dist_shard SET shardminvalue = 0, shardmaxvalue = 500000
WHERE shardid = :new_shard_id;
SELECT master_create_empty_shard('append_researchers') AS new_shard_id
\gset
UPDATE pg_dist_shard SET shardminvalue = 500000, shardmaxvalue = 1000000
WHERE shardid = :new_shard_id;
SET citus.shard_replication_factor TO DEFAULT;
-- try single-shard INSERT
BEGIN;
INSERT INTO append_researchers VALUES (0, 0, 'John Backus');
COMMIT;
SELECT * FROM append_researchers WHERE id = 0;
id | lab_id | name
----+--------+-------------
0 | 0 | John Backus
(1 row)
-- try rollback
BEGIN;
DELETE FROM append_researchers WHERE id = 0;
ROLLBACK;
SELECT * FROM append_researchers WHERE id = 0;
id | lab_id | name
----+--------+-------------
0 | 0 | John Backus
(1 row)
-- try hitting shard on other node
BEGIN;
INSERT INTO append_researchers VALUES (1, 1, 'John McCarthy');
INSERT INTO append_researchers VALUES (500000, 500000, 'Tony Hoare');
ERROR: cannot run INSERT command which targets multiple shards
HINT: Make sure the value for partition column "id" falls into a single shard.
ROLLBACK;
SELECT * FROM append_researchers;
id | lab_id | name
----+--------+-------------
0 | 0 | John Backus
(1 row)
-- we use 2PC for reference tables by default
-- let's add some tests for them
CREATE TABLE reference_modifying_xacts (key int, value int);
SELECT create_reference_table('reference_modifying_xacts');
create_reference_table
------------------------
(1 row)
-- very basic test, ensure that INSERTs work
INSERT INTO reference_modifying_xacts VALUES (1, 1);
SELECT * FROM reference_modifying_xacts;
key | value
-----+-------
1 | 1
(1 row)
-- now ensure that it works in a transaction as well
BEGIN;
INSERT INTO reference_modifying_xacts VALUES (2, 2);
SELECT * FROM reference_modifying_xacts;
key | value
-----+-------
1 | 1
2 | 2
(2 rows)
COMMIT;
-- we should be able to see the insert outside of the transaction as well
SELECT * FROM reference_modifying_xacts;
key | value
-----+-------
1 | 1
2 | 2
(2 rows)
-- rollback should also work
BEGIN;
INSERT INTO reference_modifying_xacts VALUES (3, 3);
SELECT * FROM reference_modifying_xacts;
key | value
-----+-------
1 | 1
2 | 2
3 | 3
(3 rows)
ROLLBACK;
-- see that we've not inserted
SELECT * FROM reference_modifying_xacts;
key | value
-----+-------
1 | 1
2 | 2
(2 rows)
-- lets fail on of the workers at before the commit time
\c - - - :worker_1_port
CREATE FUNCTION reject_bad_reference() RETURNS trigger AS $rb$
BEGIN
IF (NEW.key = 999) THEN
RAISE 'illegal value';
END IF;
RETURN NEW;
END;
$rb$ LANGUAGE plpgsql;
CREATE CONSTRAINT TRIGGER reject_bad_reference
AFTER INSERT ON reference_modifying_xacts_1200006
DEFERRABLE INITIALLY IMMEDIATE
FOR EACH ROW EXECUTE PROCEDURE reject_bad_reference();
\c - - - :master_port
\set VERBOSITY terse
-- try without wrapping inside a transaction
INSERT INTO reference_modifying_xacts VALUES (999, 3);
ERROR: illegal value
-- same test within a transaction
BEGIN;
INSERT INTO reference_modifying_xacts VALUES (999, 3);
ERROR: illegal value
COMMIT;
-- lets fail one of the workers at COMMIT time
\c - - - :worker_1_port
DROP TRIGGER reject_bad_reference ON reference_modifying_xacts_1200006;
CREATE CONSTRAINT TRIGGER reject_bad_reference
AFTER INSERT ON reference_modifying_xacts_1200006
DEFERRABLE INITIALLY DEFERRED
FOR EACH ROW EXECUTE PROCEDURE reject_bad_reference();
\c - - - :master_port
\set VERBOSITY terse
-- try without wrapping inside a transaction
INSERT INTO reference_modifying_xacts VALUES (999, 3);
WARNING: illegal value
ERROR: failure on connection marked as essential: localhost:57637
-- same test within a transaction
BEGIN;
INSERT INTO reference_modifying_xacts VALUES (999, 3);
COMMIT;
WARNING: illegal value
ERROR: failure on connection marked as essential: localhost:57637
-- all placements should be healthy
SELECT s.logicalrelid::regclass::text, sp.shardstate, count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND s.logicalrelid = 'reference_modifying_xacts'::regclass
GROUP BY s.logicalrelid, sp.shardstate
ORDER BY s.logicalrelid, sp.shardstate;
logicalrelid | shardstate | count
---------------------------+------------+-------
reference_modifying_xacts | 1 | 2
(1 row)
-- for the time-being drop the constraint
\c - - - :worker_1_port
DROP TRIGGER reject_bad_reference ON reference_modifying_xacts_1200006;
\c - - - :master_port
-- now create a hash distributed table and run tests
-- including both the reference table and the hash
-- distributed table
SET citus.shard_count = 4;
SET citus.shard_replication_factor = 1;
CREATE TABLE hash_modifying_xacts (key int, value int);
SELECT create_distributed_table('hash_modifying_xacts', 'key');
create_distributed_table
--------------------------
(1 row)
-- let's try to expand the xact participants
BEGIN;
INSERT INTO hash_modifying_xacts VALUES (1, 1);
INSERT INTO reference_modifying_xacts VALUES (10, 10);
COMMIT;
-- it is allowed when turning off deadlock prevention
BEGIN;
INSERT INTO hash_modifying_xacts VALUES (1, 1);
INSERT INTO reference_modifying_xacts VALUES (10, 10);
ABORT;
BEGIN;
INSERT INTO hash_modifying_xacts VALUES (1, 1);
INSERT INTO hash_modifying_xacts VALUES (2, 2);
ABORT;
-- lets fail one of the workers before COMMIT time for the hash table
\c - - - :worker_1_port
CREATE FUNCTION reject_bad_hash() RETURNS trigger AS $rb$
BEGIN
IF (NEW.key = 997) THEN
RAISE 'illegal value';
END IF;
RETURN NEW;
END;
$rb$ LANGUAGE plpgsql;
CREATE CONSTRAINT TRIGGER reject_bad_hash
AFTER INSERT ON hash_modifying_xacts_1200007
DEFERRABLE INITIALLY IMMEDIATE
FOR EACH ROW EXECUTE PROCEDURE reject_bad_hash();
\c - - - :master_port
\set VERBOSITY terse
-- the transaction as a whole should fail
BEGIN;
INSERT INTO reference_modifying_xacts VALUES (55, 10);
INSERT INTO hash_modifying_xacts VALUES (997, 1);
WARNING: illegal value
ERROR: could not modify any active placements
COMMIT;
-- ensure that the value didn't go into the reference table
SELECT * FROM reference_modifying_xacts WHERE key = 55;
key | value
-----+-------
(0 rows)
-- now lets fail on of the workers for the hash distributed table table
-- when there is a reference table involved
\c - - - :worker_1_port
DROP TRIGGER reject_bad_hash ON hash_modifying_xacts_1200007;
-- the trigger is on execution time
CREATE CONSTRAINT TRIGGER reject_bad_hash
AFTER INSERT ON hash_modifying_xacts_1200007
DEFERRABLE INITIALLY DEFERRED
FOR EACH ROW EXECUTE PROCEDURE reject_bad_hash();
\c - - - :master_port
\set VERBOSITY terse
-- the transaction as a whole should fail
BEGIN;
INSERT INTO reference_modifying_xacts VALUES (12, 12);
INSERT INTO hash_modifying_xacts VALUES (997, 1);
COMMIT;
WARNING: illegal value
ERROR: failure on connection marked as essential: localhost:57637
-- ensure that the values didn't go into the reference table
SELECT * FROM reference_modifying_xacts WHERE key = 12;
key | value
-----+-------
(0 rows)
-- all placements should be healthy
SELECT s.logicalrelid::regclass::text, sp.shardstate, count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND (s.logicalrelid = 'reference_modifying_xacts'::regclass OR
s.logicalrelid = 'hash_modifying_xacts'::regclass)
GROUP BY s.logicalrelid, sp.shardstate
ORDER BY s.logicalrelid, sp.shardstate;
logicalrelid | shardstate | count
---------------------------+------------+-------
reference_modifying_xacts | 1 | 2
hash_modifying_xacts | 1 | 4
(2 rows)
-- now, fail the insert on reference table
-- and ensure that hash distributed table's
-- change is rollbacked as well
\c - - - :worker_1_port
CREATE CONSTRAINT TRIGGER reject_bad_reference
AFTER INSERT ON reference_modifying_xacts_1200006
DEFERRABLE INITIALLY IMMEDIATE
FOR EACH ROW EXECUTE PROCEDURE reject_bad_reference();
\c - - - :master_port
\set VERBOSITY terse
BEGIN;
-- to expand participant to include all worker nodes
INSERT INTO reference_modifying_xacts VALUES (66, 3);
INSERT INTO hash_modifying_xacts VALUES (80, 1);
INSERT INTO reference_modifying_xacts VALUES (999, 3);
ERROR: illegal value
COMMIT;
SELECT * FROM hash_modifying_xacts WHERE key = 80;
key | value
-----+-------
(0 rows)
SELECT * FROM reference_modifying_xacts WHERE key = 66;
key | value
-----+-------
(0 rows)
SELECT * FROM reference_modifying_xacts WHERE key = 999;
key | value
-----+-------
(0 rows)
-- all placements should be healthy
SELECT s.logicalrelid::regclass::text, sp.shardstate, count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND (s.logicalrelid = 'reference_modifying_xacts'::regclass OR
s.logicalrelid = 'hash_modifying_xacts'::regclass)
GROUP BY s.logicalrelid, sp.shardstate
ORDER BY s.logicalrelid, sp.shardstate;
logicalrelid | shardstate | count
---------------------------+------------+-------
reference_modifying_xacts | 1 | 2
hash_modifying_xacts | 1 | 4
(2 rows)
-- now show that all modifications to reference
-- tables are done in 2PC
SELECT recover_prepared_transactions();
recover_prepared_transactions
-------------------------------
0
(1 row)
INSERT INTO reference_modifying_xacts VALUES (70, 70);
SELECT count(*) FROM pg_dist_transaction;
count
-------
2
(1 row)
-- reset the transactions table
SELECT recover_prepared_transactions();
recover_prepared_transactions
-------------------------------
0
(1 row)
BEGIN;
INSERT INTO reference_modifying_xacts VALUES (71, 71);
COMMIT;
SELECT count(*) FROM pg_dist_transaction;
count
-------
2
(1 row)
-- create a hash distributed tablw which spans all nodes
SET citus.shard_count = 4;
SET citus.shard_replication_factor = 2;
CREATE TABLE hash_modifying_xacts_second (key int, value int);
SELECT create_distributed_table('hash_modifying_xacts_second', 'key');
create_distributed_table
--------------------------
(1 row)
-- reset the transactions table
SELECT recover_prepared_transactions();
recover_prepared_transactions
-------------------------------
0
(1 row)
BEGIN;
INSERT INTO hash_modifying_xacts_second VALUES (72, 1);
INSERT INTO reference_modifying_xacts VALUES (72, 3);
COMMIT;
SELECT count(*) FROM pg_dist_transaction;
count
-------
2
(1 row)
-- reset the transactions table
SELECT recover_prepared_transactions();
recover_prepared_transactions
-------------------------------
0
(1 row)
DELETE FROM reference_modifying_xacts;
SELECT count(*) FROM pg_dist_transaction;
count
-------
2
(1 row)
-- reset the transactions table
SELECT recover_prepared_transactions();
recover_prepared_transactions
-------------------------------
0
(1 row)
UPDATE reference_modifying_xacts SET key = 10;
SELECT count(*) FROM pg_dist_transaction;
count
-------
2
(1 row)
-- now to one more type of failure testing
-- in which we'll make the remote host unavailable
-- first create the new user on all nodes
CREATE USER test_user;
NOTICE: not propagating CREATE ROLE/USER commands to worker nodes
\c - - - :worker_1_port
CREATE USER test_user;
NOTICE: not propagating CREATE ROLE/USER commands to worker nodes
\c - - - :worker_2_port
CREATE USER test_user;
NOTICE: not propagating CREATE ROLE/USER commands to worker nodes
-- now connect back to the master with the new user
\c - test_user - :master_port
CREATE TABLE reference_failure_test (key int, value int);
SELECT create_reference_table('reference_failure_test');
create_reference_table
------------------------
(1 row)
-- create a hash distributed table
SET citus.shard_count TO 4;
CREATE TABLE numbers_hash_failure_test(key int, value int);
SELECT create_distributed_table('numbers_hash_failure_test', 'key');
create_distributed_table
--------------------------
(1 row)
-- ensure that the shard is created for this user
\c - test_user - :worker_1_port
\dt reference_failure_test_1200015
List of relations
Schema | Name | Type | Owner
--------+--------------------------------+-------+-----------
public | reference_failure_test_1200015 | table | test_user
(1 row)
-- now connect with the default user,
-- and rename the existing user
\c - :default_user - :worker_1_port
ALTER USER test_user RENAME TO test_user_new;
-- connect back to master and query the reference table
\c - test_user - :master_port
-- should fail since the worker doesn't have test_user anymore
INSERT INTO reference_failure_test VALUES (1, '1');
WARNING: connection error: localhost:57637
ERROR: failure on connection marked as essential: localhost:57637
-- the same as the above, but wrapped within a transaction
BEGIN;
INSERT INTO reference_failure_test VALUES (1, '1');
WARNING: connection error: localhost:57637
ERROR: failure on connection marked as essential: localhost:57637
COMMIT;
BEGIN;
COPY reference_failure_test FROM STDIN WITH (FORMAT 'csv');
ERROR: connection error: localhost:57637
COMMIT;
-- show that no data go through the table and shard states are good
SELECT * FROM reference_failure_test;
key | value
-----+-------
(0 rows)
-- all placements should be healthy
SELECT s.logicalrelid::regclass::text, sp.shardstate, count(*)
FROM pg_dist_shard_placement AS sp,
pg_dist_shard AS s
WHERE sp.shardid = s.shardid
AND s.logicalrelid = 'reference_failure_test'::regclass
GROUP BY s.logicalrelid, sp.shardstate
ORDER BY s.logicalrelid, sp.shardstate;
logicalrelid | shardstate | count
------------------------+------------+-------
reference_failure_test | 1 | 2
(1 row)
BEGIN;
COPY numbers_hash_failure_test FROM STDIN WITH (FORMAT 'csv');
WARNING: connection error: localhost:57637
WARNING: connection error: localhost:57637
-- some placements are invalid before abort
SELECT shardid, shardstate, nodename, nodeport
FROM pg_dist_shard_placement JOIN pg_dist_shard USING (shardid)
WHERE logicalrelid = 'numbers_hash_failure_test'::regclass
ORDER BY shardid, nodeport;
shardid | shardstate | nodename | nodeport
---------+------------+-----------+----------
1200016 | 3 | localhost | 57637
1200016 | 1 | localhost | 57638
1200017 | 1 | localhost | 57637
1200017 | 1 | localhost | 57638
1200018 | 1 | localhost | 57637
1200018 | 1 | localhost | 57638
1200019 | 3 | localhost | 57637
1200019 | 1 | localhost | 57638
(8 rows)
ABORT;
-- verify nothing is inserted
SELECT count(*) FROM numbers_hash_failure_test;
WARNING: connection error: localhost:57637
WARNING: connection error: localhost:57637
count
-------
0
(1 row)
-- all placements to be market valid
SELECT shardid, shardstate, nodename, nodeport
FROM pg_dist_shard_placement JOIN pg_dist_shard USING (shardid)
WHERE logicalrelid = 'numbers_hash_failure_test'::regclass
ORDER BY shardid, nodeport;
shardid | shardstate | nodename | nodeport
---------+------------+-----------+----------
1200016 | 1 | localhost | 57637
1200016 | 1 | localhost | 57638
1200017 | 1 | localhost | 57637
1200017 | 1 | localhost | 57638
1200018 | 1 | localhost | 57637
1200018 | 1 | localhost | 57638
1200019 | 1 | localhost | 57637
1200019 | 1 | localhost | 57638
(8 rows)
BEGIN;
COPY numbers_hash_failure_test FROM STDIN WITH (FORMAT 'csv');
WARNING: connection error: localhost:57637
WARNING: connection error: localhost:57637
-- check shard states before commit
SELECT shardid, shardstate, nodename, nodeport
FROM pg_dist_shard_placement JOIN pg_dist_shard USING (shardid)
WHERE logicalrelid = 'numbers_hash_failure_test'::regclass
ORDER BY shardid, nodeport;
shardid | shardstate | nodename | nodeport
---------+------------+-----------+----------
1200016 | 3 | localhost | 57637
1200016 | 1 | localhost | 57638
1200017 | 1 | localhost | 57637
1200017 | 1 | localhost | 57638
1200018 | 1 | localhost | 57637
1200018 | 1 | localhost | 57638
1200019 | 3 | localhost | 57637
1200019 | 1 | localhost | 57638
(8 rows)
COMMIT;
-- expect some placements to be market invalid after commit
SELECT shardid, shardstate, nodename, nodeport
FROM pg_dist_shard_placement JOIN pg_dist_shard USING (shardid)
WHERE logicalrelid = 'numbers_hash_failure_test'::regclass
ORDER BY shardid, nodeport;
shardid | shardstate | nodename | nodeport
---------+------------+-----------+----------
1200016 | 3 | localhost | 57637
1200016 | 1 | localhost | 57638
1200017 | 1 | localhost | 57637
1200017 | 1 | localhost | 57638
1200018 | 1 | localhost | 57637
1200018 | 1 | localhost | 57638
1200019 | 3 | localhost | 57637
1200019 | 1 | localhost | 57638
(8 rows)
-- verify data is inserted
SELECT count(*) FROM numbers_hash_failure_test;
WARNING: connection error: localhost:57637
WARNING: connection error: localhost:57637
count
-------
2
(1 row)
-- connect back to the worker and set rename the test_user back
\c - :default_user - :worker_1_port
ALTER USER test_user_new RENAME TO test_user;
-- connect back to the master with the proper user to continue the tests
\c - :default_user - :master_port
DROP TABLE reference_modifying_xacts, hash_modifying_xacts, hash_modifying_xacts_second,
reference_failure_test, numbers_hash_failure_test;
SELECT * FROM run_command_on_workers('DROP USER test_user');
nodename | nodeport | success | result
-----------+----------+---------+-----------
localhost | 57637 | t | DROP ROLE
localhost | 57638 | t | DROP ROLE
(2 rows)
DROP USER test_user;
-- set up foreign keys to test transactions with co-located and reference tables
BEGIN;
SET LOCAL citus.shard_replication_factor TO 1;
SET LOCAL citus.shard_count TO 4;
CREATE TABLE usergroups (
gid int PRIMARY KEY,
name text
);
SELECT create_reference_table('usergroups');
create_reference_table
------------------------
(1 row)
CREATE TABLE itemgroups (
gid int PRIMARY KEY,
name text
);
SELECT create_reference_table('itemgroups');
create_reference_table
------------------------
(1 row)
CREATE TABLE users (
id int PRIMARY KEY,
name text,
user_group int
);
SELECT create_distributed_table('users', 'id');
create_distributed_table
--------------------------
(1 row)
CREATE TABLE items (
user_id int REFERENCES users (id) ON DELETE CASCADE,
item_name text,
item_group int
);
SELECT create_distributed_table('items', 'user_id');
create_distributed_table
--------------------------
(1 row)
-- Table to find values that live in different shards on the same node
SELECT id, shard_name('users', shardid), nodename, nodeport
FROM
pg_dist_shard_placement
JOIN
( SELECT id, get_shard_id_for_distribution_column('users', id) shardid FROM generate_series(1,10) id ) ids
USING (shardid)
ORDER BY
id;
id | shard_name | nodename | nodeport
----+----------------------+-----------+----------
1 | public.users_1200022 | localhost | 57637
2 | public.users_1200025 | localhost | 57638
3 | public.users_1200023 | localhost | 57638
4 | public.users_1200023 | localhost | 57638
5 | public.users_1200022 | localhost | 57637
6 | public.users_1200024 | localhost | 57637
7 | public.users_1200023 | localhost | 57638
8 | public.users_1200022 | localhost | 57637
9 | public.users_1200025 | localhost | 57638
10 | public.users_1200022 | localhost | 57637
(10 rows)
END;
-- the INSERTs into items should see the users
BEGIN;
\COPY users FROM STDIN WITH CSV
INSERT INTO items VALUES (1, 'item-1');
INSERT INTO items VALUES (6, 'item-6');
END;
SELECT user_id FROM items ORDER BY user_id;
user_id
---------
1
6
(2 rows)
-- should not be able to open multiple connections per node after INSERTing over one connection
BEGIN;
INSERT INTO users VALUES (2, 'burak');
INSERT INTO users VALUES (3, 'burak');
\COPY items FROM STDIN WITH CSV
ERROR: cannot establish a new connection for placement 1200042, since DML has been executed on a connection that is in use
END;
-- cannot perform DDL after a co-located table has been read over 1 connection
BEGIN;
SELECT id FROM users WHERE id = 1;
id
----
1
(1 row)
SELECT id FROM users WHERE id = 6;
id
----
6
(1 row)
ALTER TABLE items ADD COLUMN last_update timestamptz;
NOTICE: using one-phase commit for distributed DDL commands
ERROR: cannot perform a parallel DDL command because multiple placements have been accessed over the same connection
END;
-- but the other way around is fine
BEGIN;
ALTER TABLE items ADD COLUMN last_update timestamptz;
SELECT id FROM users JOIN items ON (id = user_id) WHERE id = 1;
id
----
1
(1 row)
SELECT id FROM users JOIN items ON (id = user_id) WHERE id = 6;
id
----
6
(1 row)
END;
BEGIN;
-- establish multiple connections to a node
\COPY users FROM STDIN WITH CSV
-- now read from the reference table over each connection
SELECT user_id FROM items JOIN itemgroups ON (item_group = gid) WHERE user_id = 2;
user_id
---------
(0 rows)
SELECT user_id FROM items JOIN itemgroups ON (item_group = gid) WHERE user_id = 3;
user_id
---------
(0 rows)
-- perform a DDL command on the reference table
ALTER TABLE itemgroups ADD COLUMN last_update timestamptz;
ERROR: cannot perform DDL on placement 1200036, which has been read over multiple connections
END;
BEGIN;
-- establish multiple connections to a node
\COPY users FROM STDIN WITH CSV
-- read from the reference table over each connection
SELECT user_id FROM items JOIN itemgroups ON (item_group = gid) WHERE user_id = 2;
user_id
---------
(0 rows)
SELECT user_id FROM items JOIN itemgroups ON (item_group = gid) WHERE user_id = 3;
user_id
---------
(0 rows)
-- perform a DDL command on a co-located reference table
ALTER TABLE usergroups ADD COLUMN last_update timestamptz;
ERROR: cannot perform DDL on placement 1200034 since a co-located placement has been read over multiple connections
END;
BEGIN;
-- make a modification over connection 1
INSERT INTO usergroups VALUES (0,'istanbul');
-- copy over connections 1 and 2
\COPY users FROM STDIN WITH CSV
-- cannot read modifications made over different connections
SELECT id FROM users JOIN usergroups ON (gid = user_group) WHERE id = 3;
ERROR: cannot perform query with placements that were modified over multiple connections
END;
-- make sure we can see cascading deletes
BEGIN;
SELECT master_modify_multiple_shards('DELETE FROM users');
master_modify_multiple_shards
-------------------------------
2
(1 row)
SELECT user_id FROM items JOIN itemgroups ON (item_group = gid) WHERE user_id = 1;
user_id
---------
(0 rows)
SELECT user_id FROM items JOIN itemgroups ON (item_group = gid) WHERE user_id = 6;
user_id
---------
(0 rows)
END;
-- test visibility after COPY
INSERT INTO usergroups VALUES (2,'group');
BEGIN;
-- opens two separate connections to node
\COPY users FROM STDIN WITH CSV
-- Uses first connection, which wrote the row with id = 2
SELECT * FROM users JOIN usergroups ON (user_group = gid) WHERE id = 2;
id | name | user_group | gid | name
----+-------+------------+-----+-------
2 | onder | 2 | 2 | group
(1 row)
-- Should use second connection, which wrote the row with id = 4
SELECT * FROM users JOIN usergroups ON (user_group = gid) WHERE id = 4;
id | name | user_group | gid | name
----+-------+------------+-----+-------
4 | murat | 2 | 2 | group
(1 row)
END;
DROP TABLE items, users, itemgroups, usergroups, researchers, labs;