PostgreSQL

Login to PSQL

export PGPASSWORD='p@55w0rd'

# [email protected]:~ #
psql -U postgres
#psql (10.15 (Ubuntu 10.15-0ubuntu0.18.04.1))
#Type "help" for help.

# [email protected]:~ #
su - postgres
# Last login: Tue Jan 01 12:00:00 MYT 2013 on pts/0
# -bash-4.2$

psql
# psql (9.6.8)
# Type "help" for help.
# 
# postgres=#

Connection String

---

parameters based psql psql -U postgres psql -U academia postgres psql -U academia -h rds.vpc.chorke.org postgres psql -U academia -h rds.vpc.chorke.org -p 5432 postgres PGPASSWORD='sadaqah' psql -U academia -h rds.vpc.chorke.org -p 5432 postgres

connection string based psql: psql 'postgres://postgres:@:/' psql 'postgres://academia:@:/postgres' psql 'postgres://academia:@rds.vpc.chorke.org:/postgres' psql 'postgres://academia:@rds.vpc.chorke.org:5432/postgres' psql 'postgres://academia:[email protected]:5432/postgres'

Login Error

# [email protected]:~ # su - postgres psql # Last login: Tue Jan 01 12:00:00 MYT 2013 on pts/0 # /bin/createuser: /bin/createuser: cannot execute binary file

# [email protected]:~ # su postgres psql -p 5433 # psql (12.9 (Ubuntu 12.9-0ubuntu0.20.04.1))

# [email protected]:~ # sudo su postgres psql -p 5433 # psql (12.9 (Ubuntu 12.9-0ubuntu0.20.04.1))

Cluster Login

pg_lsclusters sudo su - postgres

psql -p 5433 psql -U postgres -p 5433

GRANT ALL ON tmp_coll TO academia; GRANT ALL ON test_json TO academia;

-- psql -V SELECT version();

Creating User

# [email protected]:~ #
su - postgres
# Last login: Tue Jan 01 12:00:00 MYT 2013 on pts/0
# -bash-4.2$
createuser root
# createuser: creation of new role failed: ERROR:  role "root" already exists
# ALTER USER root WITH SUPERUSER;

Creating DB

Until creating root database it's always show error could not change directory to "/root": Permission denied. To overcome this error we should need to create a root database. only for avoid error while login using root user.

# [email protected]:~ #
su - postgres
# Last login: Tue Jan 01 12:00:00 MYT 2013 on pts/0
# -bash-4.2$
createdb root

Similarly you can create a database as same as your frequently used OS User. In this case no need password to login. It will authenticated from OS. That's means you can login to your PostgreSQL user using OS Authentication.

Grant Privileges

# postgres=#
grant all privileges on database root to root;
# GRANT

# postgres=#
grant all privileges on database postgres to root;
# GRANT

Extensions

ENABLE_DB_LINK=$(cat <<-DDL CREATE EXTENSION IF NOT EXISTS dblink; CREATE EXTENSION IF NOT EXISTS dblink SCHEMA extensions; SELECT * FROM pg_available_extensions WHERE name = 'dblink'; DDL ) echo "${ENABLE_DB_LINK}" | psql -p 5432 -U ${USER} echo "${ENABLE_DB_LINK}" | psql -p 5432 -U ${USER} academia_data_staging

ENABLE_PG_CRYPTO=$(cat <<-DDL CREATE EXTENSION IF NOT EXISTS pgcrypto; CREATE EXTENSION IF NOT EXISTS pgcrypto SCHEMA extensions; SELECT * FROM pg_available_extensions WHERE name = 'pgcrypto'; DDL ) echo "${ENABLE_PG_CRYPTO}" | psql -p 5432 -U ${USER} echo "${ENABLE_PG_CRYPTO}" | psql -p 5432 -U ${USER} academia_data_staging

Logout PSQL

# postgres=#
\q
# -bash-4.2$

Meta Data

-- show databases SELECT datname FROM pg_database; -- \l+ -- show sequence SELECT c.relname FROM pg_class c -- \ds+ WHERE c.relkind = 'S' ORDER BY c.relname; -- show tables SELECT * FROM pg_catalog.pg_tables WHERE schemaname NOT IN ('pg_catalog','information_schema'); -- describe tables SELECT table_name, column_name, data_type -- \d+ my_table FROM information_schema.columns WHERE table_name = 'my_table'; -- find tables with similar field name SELECT table_name, column_name, data_type FROM information_schema.columns WHERE column_name LIKE '%slug%';

SELECT pg_database_size('my_database'); -- \l+ SELECT pg_size_pretty(pg_database_size('my_database')); -- \l+ SELECT db.datname AS db_name, pg_size_pretty(pg_database_size(db.datname)) AS db_size FROM pg_database db ORDER BY pg_database_size(db.datname) DESC; SELECT pg_size_pretty(pg_total_relation_size('my_table')); -- \dt+ SELECT -- \dt+ table_schema, table_name, pg_size_pretty(pg_total_relation_size(quote_ident(table_name))) AS table_size FROM information_schema.tables WHERE table_schema = 'public' ORDER BY 2 ASC;

XML Query

SELECT xml_is_well_formed('<>') AS "<>", -- false xml_is_well_formed('<name >') AS "<name >", -- false xml_is_well_formed('<name />') AS "<name />", -- true xml_is_well_formed('academia') AS "academia", -- true xml_is_well_formed('{academia') AS "{academia", -- true xml_is_well_formed('{academia}') AS "{academia}"; -- true	SELECT xml_is_well_formed_content('<>') AS "<>", -- false xml_is_well_formed_content('<name >') AS "<name >", -- false xml_is_well_formed_content('<name />') AS "<name />", -- true xml_is_well_formed_content('academia') AS "academia", -- true xml_is_well_formed_content('{academia') AS "{academia", -- true xml_is_well_formed_content('{academia}') AS "{academia}"; -- true
SELECT xml_is_well_formed_document('<>') AS "<>", -- false xml_is_well_formed_document('<name >') AS "<name >", -- false xml_is_well_formed_document('<name />') AS "<name />", -- true xml_is_well_formed_document('academia') AS "academia", -- false xml_is_well_formed_document('{academia') AS "{academia", -- false xml_is_well_formed_document('{academia}') AS "{academia}"; -- false
WITH xpath_node AS ( SELECT cast(raw_xpath_node->>0 AS integer) "sn", cast(raw_xpath_node->>1 AS varchar) "node" FROM jsonb_array_elements('[ [0, ""], [1, "bpmn:definitions"], [2, "bpmn:process"], [3, "bpmn:serviceTask"], [4, "bpmn:extensionElements"], [5, "camunda:connector"], [6, "camunda:inputOutput"], [7, "camunda:inputParameter"] ]'::jsonb) AS raw_xpath_node ) SELECT string_agg(node, '/') AS "path" FROM xpath_node;	WITH workflow_namespace AS ( SELECT cast(raw_workflow_namespace->>0 AS varchar) "prefix", cast(raw_workflow_namespace->>1 AS varchar) "namespace" FROM jsonb_array_elements('[ ["bpmn", "http://www.omg.org/spec/BPMN/20100524/MODEL"], ["bpmndi", "http://www.omg.org/spec/BPMN/20100524/DI"], ["dc", "http://www.omg.org/spec/DD/20100524/DC"], ["di", "http://www.omg.org/spec/DD/20100524/DI"], ["modeler", "http://camunda.org/schema/modeler/1.0"], ["camunda", "http://camunda.org/schema/1.0/bpmn"] ]'::jsonb) AS raw_workflow_namespace ) -- SELECT * FROM workflow_namespace; -- SELECT array[prefix, namespace] FROM workflow_namespace; SELECT array_agg(array[prefix, namespace]) FROM workflow_namespace;
WITH xpath_ns AS ( SELECT cast(raw_xpath_ns->>0 AS varchar) "alias", cast(raw_xpath_ns->>1 AS varchar) "namespace" FROM jsonb_array_elements('[ ["bpmn", "http://www.omg.org/spec/BPMN/20100524/MODEL"], ["bpmndi", "http://www.omg.org/spec/BPMN/20100524/DI"], ["dc", "http://www.omg.org/spec/DD/20100524/DC"], ["di", "http://www.omg.org/spec/DD/20100524/DI"], ["modeler", "http://camunda.org/schema/modeler/1.0"], ["camunda", "http://camunda.org/schema/1.0/bpmn"] ]'::jsonb) AS raw_xpath_ns ), xpath_nss AS ( SELECT array_agg(array[ns.alias, ns.namespace]) FROM xpath_ns ns ), stored_dataflow AS ( SELECT id_ AS "id", rev_ AS "revision", generated_ AS "is_generated", tenant_id_ AS "tenant_id", type_ AS "type", create_time_ AS "created_on", root_proc_inst_id_ AS "root_proc_inst_id", removal_time_ AS "deleted_on", name_ AS "name", convert_from(bytes_, 'UTF8') AS "dataflow" FROM act_ge_bytearray ), stored_workflow AS ( SELECT sd.id, sd.name, sd.type, sd.revision, sd.is_generated, sd.created_on, sd.deleted_on, sd.root_proc_inst_id, CAST(sd.dataflow AS xml) AS "workflow", sd.dataflow, (SELECT * FROM xpath_nss) AS "ns" FROM stored_dataflow sd WHERE xml_is_well_formed_document(sd.dataflow) ORDER BY sd.name ASC, sd.created_on DESC ) SELECT sw.name, (xpath('count(/bpmn:definitions/bpmn:process)', sw.workflow, sw.ns))[1]::text::int, (xpath('/bpmn:definitions/bpmn:process', sw.workflow, sw.ns))[1], dataflow FROM stored_workflow sw;

Array Query

SELECT dependencies||'"Running Fiscal Year"'
FROM scope WHERE name = 'Fiscal Year Config';

SELECT * FROM user
WHERE owner_ref LIKE ANY (ARRAY[
   ',academia,chorke.org,shahed.biz,'
]) ORDER BY id ASC;

SELECT * FROM user
WHERE owner_ref LIKE ALL (ARRAY[
   ',academia,chorke.org,shahed.biz,'
]) ORDER BY id ASC;

JSON Query

{
    "type": "Reseller",
    "commission": {
        "type": "Percentage",
        "value": "25"
    }
}

SELECT extended_properties ->'commission'->'value'
FROM seller WHERE extended_properties ->>'type' = 'Reseller';
--
UPDATE seller
SET extended_properties = jsonb_set(extended_properties, '{type}', '"Retailer"')
WHERE id = 1000;
--
UPDATE seller
SET extended_properties = extended_properties || jsonb_build_object('code', code)
WHERE id = 1000;
--
UPDATE seller
SET extended_properties = jsonb_set(extended_properties, '{commission, type}', '"Bonus"')
WHERE id = 1000 AND extended_properties ->> 'type' = 'Reseller';

---

JSON SELECT id, name FROM json_to_record ( '{"id":1,"name":"Academia"}'::json ) AS concern(id int, name text); SELECT * FROM json_array_elements_text('[ {"id":1,"name":"Academia"}, {"id":2,"name":"Agronomy"}, {"id":3,"name":"Software"} ]'::json); SELECT id, name FROM json_array_elements_text('[ {"id": 1, "name": "Academia"}, {"id": 2, "name": "Agronomy"}, {"id": 3, "name": "Software"} ]'::json) AS concerns_text, json_to_record(concerns_text::json) AS concerns_json(id int, name text); SELECT id, name FROM json_array_elements('[ {"id": 1, "name": "Academia"}, {"id": 2, "name": "Agronomy"}, {"id": 3, "name": "Software"} ]'::json) AS concerns_array, json_to_record(concerns_array) AS concerns_rows(id int, name text); SELECT id, name FROM json_to_recordset('{"data": [ {"concerns": {"id": 1, "name": "Academia"}}, {"concerns": {"id": 2, "name": "Agronomy"}}, {"concerns": {"id": 3, "name": "Software"}} ]}'::json -> 'data') as r(concerns json), json_to_record(concerns) AS concern(id int, name text);

JSONB SELECT id, name FROM jsonb_to_record ( '{"id":1,"name":"Academia"}'::jsonb ) AS concern(id int, name text); SELECT * FROM jsonb_array_elements_text('[ {"id":1,"name":"Academia"}, {"id":2,"name":"Agronomy"}, {"id":3,"name":"Software"} ]'::jsonb); SELECT id, name FROM jsonb_array_elements_text('[ {"id": 1, "name": "Academia"}, {"id": 2, "name": "Agronomy"}, {"id": 3, "name": "Software"} ]'::jsonb) AS concerns_text, jsonb_to_record(concerns_text::jsonb) AS concerns_json(id int, name text); SELECT id, name FROM jsonb_array_elements('[ {"id": 1, "name": "Academia"}, {"id": 2, "name": "Agronomy"}, {"id": 3, "name": "Software"} ]'::jsonb) AS concerns_array, jsonb_to_record(concerns_array) AS concerns_rows(id int, name text); SELECT id, name FROM jsonb_to_recordset('{"data": [ {"concerns": {"id": 1, "name": "Academia"}}, {"concerns": {"id": 2, "name": "Agronomy"}}, {"concerns": {"id": 3, "name": "Software"}} ]}'::jsonb -> 'data') as r(concerns jsonb), jsonb_to_record(concerns) AS concern(id int, name text);

Result id | name ----+---------- 1 | Academia value ------------------------------- {"id": 1, "name": "Academia"} {"id": 2, "name": "Agronomy"} {"id": 3, "name": "Software"} id | name ----+---------- 1 | Academia 2 | Agronomy 3 | Software (3 rows) id | name ----+---------- 1 | Academia 2 | Agronomy 3 | Software (3 rows) id | name ----+---------- 1 | Academia 2 | Agronomy 3 | Software (3 rows)

---

Insert

-- query » group : religion
-- -----------------------------------------------------------------------------
-- SELECT MAX(id) FROM grouped_collection;
-- SELECT *       FROM grouped_collection WHERE group_name = 'religion';
-- DELETE         FROM grouped_collection WHERE group_name = 'religion';
-- -----------------------------------------------------------------------------
WITH mixed_grouped_collection AS (
    SELECT
        cast('chorke.org' AS varchar) "domain",
        cast('religion'   AS varchar) "group_name",
        cast(raw_grouped_collection->>0 AS varchar) "code",
        cast(raw_grouped_collection->>1 AS varchar) "name",
        cast(raw_grouped_collection->>2 AS jsonb  ) "extended_properties",
        cast(raw_grouped_collection->>3 AS numeric) "order_coll"
    FROM jsonb_array_elements('[
        ["I", "Islam",     {}, 1],
        ["B", "Buddhist",  {}, 2],
        ["H", "Hindu",     {}, 3],
        ["C", "Christian", {}, 4],
        ["O", "Others",    {}, 5]
    ]'::jsonb) AS raw_grouped_collection
)
, new_grouped_collection AS (
    SELECT
        ROW_NUMBER() OVER() "id", LOCALTIMESTAMP "created_on",
        mgc.domain,  mgc.code, mgc.name, mgc.group_name,
        mgc.extended_properties, mgc.order_coll
    FROM mixed_grouped_collection mgc
    --  prevent old duplicate
    WHERE NOT EXISTS (
        SELECT id FROM grouped_collection
        WHERE (code, group_name, domain) = (mgc.code, mgc.group_name, mgc.domain)
    )
)
SELECT ngc.* FROM new_grouped_collection ngc;
-- INSERT INTO grouped_collection (id, created_on, domain, code, name, group_name, extended_properties, order_coll)
-- SELECT (SELECT (COALESCE(MAX(id), 0) + ngc.id) FROM grouped_collection),
--     ngc.created_on, ngc.domain, ngc.code, ngc.name, ngc.group_name,
--     ngc.extended_properties, ngc.order_coll
-- FROM new_grouped_collection ngc
-- --  prevent new duplicate
-- WHERE NOT EXISTS (
--     SELECT id FROM grouped_collection
--     WHERE (code, group_name, domain) = (ngc.code, ngc.group_name, ngc.domain)
-- )
-- ORDER BY (ngc.order_coll, ngc.id) ASC;

Delete Join

-- USING is not an ANSI standard not supported by others RDMBS
-- it's better to use sub query rather than USING for join
DELETE FROM product p USING category c
WHERE p.category_id = c.id AND
c.name = 'Grocery';

Sequence

CREATE SEQUENCE IF NOT EXISTS public.policy_1000
    INCREMENT 1
    START     46656   -- 1,000
    MINVALUE  46656   -- 1,000
    MAXVALUE  1679615 -- Z,ZZZ
    CACHE     10;

ALTER SEQUENCE public.policy_1000 OWNER TO chorke_init_pro;
COMMENT ON SEQUENCE public.policy_1000 IS 'Academia Policy Sequence';

SELECT CURRVAL('policy_1000');
SELECT SETVAL('policy_1000', 0);
ALTER  SEQUENCE IF EXISTS policy_1000 RESTART 1;
SELECT NEXTVAL('policy_1000')::int AS policy_id;

---

GRANT USAGE, SELECT ON ALL SEQUENCES IN SCHEMA public TO chorke_init_pro;
ALTER DEFAULT PRIVILEGES IN SCHEMA public GRANT USAGE, SELECT ON SEQUENCES TO chorke_init_pro;

Echo/Print

DO $BODY$
DECLARE
    p_jsonb jsonb;
BEGIN
--  SELECT INTO p_jsonb '["", "template","{templateType}","{productSlug}"]'::jsonb || '["{filePath}"]'::jsonb;
    p_jsonb := '["", "template","{templateType}","{productSlug}"]'::jsonb || '["{filePath}"]'::jsonb;
    RAISE NOTICE '%', p_jsonb;
END;
$BODY$;

Execute DDL

Insert Using Loop

DO $BODY$
DECLARE
    p_id         integer;
    p_domain     varchar:= 'chorke.org';
    p_group_name varchar:= 'occupation_class';
BEGIN
  SELECT INTO p_id (COALESCE(MAX(id), 0)) FROM grouped_collection;
    FOR p_code IN 1..5 LOOP
        INSERT INTO grouped_collection (id, created_on, domain, code, name, group_name, extended_properties)
        VALUES ((p_id + p_code), LOCALTIMESTAMP, p_domain, p_code, p_code, p_group_name, '{}');
    END LOOP;
END;
$BODY$;

Anonymous Blocks

DO
$BODY$
DECLARE
    fiscal_year_ukc character varying;
    fiscal_drop_ukc character varying := 'ALTER TABLE fiscal_year';
BEGIN
    SELECT
        INTO fiscal_year_ukc con.conname 
    FROM  pg_catalog.pg_constraint     con
    INNER JOIN pg_catalog.pg_class     rel ON rel.oid = con.conrelid
    INNER JOIN pg_catalog.pg_namespace nsp ON nsp.oid = connamespace
    WHERE
        nsp.nspname = 'public'      AND
        rel.relname = 'fiscal_year' AND
        con.conname LIKE 'uk_%';
 
  IF fiscal_year_ukc IS NOT NULL THEN
    fiscal_drop_ukc := fiscal_drop_ukc || ' '
    'DROP CONSTRAINT ' || fiscal_year_ukc;
    
      EXECUTE fiscal_drop_ukc;
  END IF;
END
$BODY$;

Create Sequence

CREATE OR REPLACE FUNCTION fn_get_policy_no(IN agent_no character varying)
    RETURNS  integer
    LANGUAGE 'plpgsql'
AS
$BODY$
DECLARE
    policy_no       integer;
    sequence_name   character varying := 'policy_' || agent_no;
    create_sequence character varying := 'CREATE SEQUENCE IF NOT EXISTS ' || sequence_name;
BEGIN
    create_sequence := create_sequence || ' '
    'INCREMENT 1       '
    'START     46656   ' -- 1,000
    'MINVALUE  46656   ' -- 1,000
    'MAXVALUE  1679615 ' -- Z,ZZZ
    'CACHE     10      ';
    
    EXECUTE create_sequence;
    SELECT INTO policy_no NEXTVAL(sequence_name)::int;
    RETURN policy_no;
END
$BODY$;

SELECT fn_get_policy_no('0001');

Create Sequence with Comment

CREATE OR REPLACE FUNCTION fn_get_policy_no(IN agent_no character varying, IN agent_desc character varying)
    RETURNS  integer
    LANGUAGE 'plpgsql'
AS
$BODY$
DECLARE
    policy_no        integer;
    sequence_name    character varying := 'policy_' || agent_no;
    create_sequence  character varying := 'CREATE SEQUENCE IF NOT EXISTS ' || sequence_name;
    comment_sequence character varying := 'COMMENT ON SEQUENCE ' || sequence_name ||' IS ''' || agent_desc || '''';
BEGIN
    create_sequence := create_sequence || ' '
    'INCREMENT 1       '
    'START     46656   ' -- 1,000
    'MINVALUE  46656   ' -- 1,000
    'MAXVALUE  1679615 ' -- Z,ZZZ
    'CACHE     10      ';
    
    EXECUTE create_sequence;
  EXECUTE comment_sequence;
    SELECT INTO policy_no NEXTVAL(sequence_name)::int;
    RETURN policy_no;
END
$BODY$;

SELECT fn_get_policy_no('0001', 'Fareast Islami Life Insurance');
-- @Query(value="SELECT fn_get_policy_no(:agent_no, :agent_desc)", nativeQuery = true)
-- Integer getPolicyNo(@Param("agent_no") String agentNo, @Param("agent_desc") String agentDesc);

Create From Table Exclude Column

DO
$BODY$
DECLARE
    create_table character varying;
BEGIN
    SELECT INTO create_table 'CREATE TABLE IF NOT EXISTS invoice__temp AS SELECT ' || STRING_AGG(isc.column_name, ', ') || ' FROM invoice'
    FROM (SELECT * FROM information_schema.columns WHERE table_name = 'invoice' AND
    column_name NOT IN ('id', 'created_on') ORDER BY ordinal_position ASC) isc;
    EXECUTE create_table;
END
$BODY$;

Date & Time

SELECT * FROM policy 
WHERE DATE_TRUNC('day', created_on) = TO_DATE('2021-12-31', 'yyyy-mm-dd');

UPDATE policy SET deleted_on = LOCALTIMESTAMP
WHERE DATE_TRUNC('day', created_on) = TO_DATE('2021-12-31', 'yyyy-mm-dd');

SELECT EXTRACT(CENTURY FROM TIMESTAMP '2013-10-10 10:10:10');
SELECT DATE_TRUNC('year', TIMESTAMP '2013-10-10 10:10:10');
SELECT DATE_TRUNC('hour', TIMESTAMP '2013-10-10 10:10:10');
SELECT AGE(TIMESTAMP '2023-10-10', TIMESTAMP '1983-10-10');
SELECT EXTRACT(DAY FROM TIMESTAMP '2013-10-10 10:10:10');
SELECT DATE_PART('day', TIMESTAMP '2013-10-10 10:10:10');
SELECT DATE_PART('hour', INTERVAL '4 hours 3 minutes');

SELECT JUSTIFY_INTERVAL(INTERVAL '1 mon -1 hour');
SELECT JUSTIFY_HOURS(INTERVAL '27 hours');
SELECT JUSTIFY_DAYS(INTERVAL '35 days');
SELECT AGE(TIMESTAMP '1983-10-10');

SELECT CURRENT_TIMESTAMP(2)
SELECT CURRENT_TIMESTAMP;
SELECT LOCALTIMESTAMP;
SELECT CURRENT_TIME;
SELECT CURRENT_DATE;

String Format

SELECT STRING_TO_ARRAY('/my/request/path', '/') "string_array";
SELECT ARRAY_TO_JSON(STRING_TO_ARRAY('/my/request/path', '/')) "json_array";

Number Format

SELECT NULLIF(regexp_replace('CKI00109'     , '\D','','g'), '')::numeric;
SELECT NULLIF(regexp_replace('CKI0010#9####', '\D','','g'), '')::numeric;
SELECT NULLIF(regexp_replace('CKI2203000075', '\D','','g'), '')::numeric;

Restoring the Dump

export dumps
pg_dump academia > academia_20200210_1020.sql
pg_dump academia| gzip > academia_2020021.sql.gz

SELECT pg_terminate_backend(pid)
FROM pg_stat_activity WHERE datname IN
(
    'academia'
);
DROP DATABASE IF EXISTS academia;
CREATE DATABASE academia;

restore dumps
psql academia < academia_20200210_1020.sql
gunzip -c academia_20200210_1020.sql.gz | psql academia

export table as csv

psql -U postgres
\c my_database_staging
\COPY my_table_name TO '/home/academia/Downloads/my_table_name.csv' DELIMITER ',' CSV HEADER;

OS User Auth

CREATE DATABASE academia;
CREATE USER academia WITH LOGIN;
GRANT ALL PRIVILEGES ON DATABASE academia TO academia;
-- CREATE USER academia WITH ENCRYPTED PASSWORD 'sadaqah!';

echo "os-map          academia                academia" >> $PG_DATA/pg_ident.conf
echo "host    all     all     127.0.0.1/32    ident map=os-map" >> $PG_DATA/pg_hba.conf
pg_ctl --pgdata="$PG_DATA" reload;

DBLink POC

CREATE EXTENSION dblink;
CREATE EXTENSION dblink SCHEMA extensions;

SELECT * FROM pg_available_extensions;
SELECT * FROM pg_available_extensions WHERE name = 'dblink';

---

-- using pgsql block
DO
$BODY$
DECLARE
    p_db_host        varchar:= host(inet_server_addr());
    p_db_port        varchar:= inet_server_port();
    p_db_user        varchar:= CURRENT_USER;
    p_db_pass        varchar:= 'p@$$w0rd';
    p_db_name        varchar:= 'postgres';

    p_db_extn_name   varchar;
    p_db_exec_query  varchar;
    p_db_conn_format varchar:= 'hostaddr=%s port=%s dbname=%s user=%s password=%s';
    p_db_conn_string varchar:= format(p_db_conn_format, p_db_host, p_db_port, p_db_name, p_db_user, p_db_pass);
BEGIN
    p_db_exec_query  := 'SELECT name FROM pg_available_extensions WHERE name = ''dblink''';
    SELECT INTO p_db_extn_name name FROM dblink(p_db_conn_string, p_db_exec_query) AS extensions(name varchar);
    RAISE NOTICE 'Extension Name: %', p_db_extn_name;
END
$BODY$;

---

-- using pgsql query
WITH user_info AS (
    SELECT
        'hostaddr=%s port=%s dbname=%s user=%s password=%s' "db_conn_format",
        host(inet_server_addr()) "db_host",
        inet_server_port()       "db_port",
        CURRENT_USER             "db_user",
        'p@$$w0rd'               "db_pass",
        'postgres'               "db_name"
)
, conn_info AS (
    SELECT
        db_conn_format,
        format(db_conn_format, db_host, db_port, db_name, db_user, db_pass) "db_conn_string",
        'SELECT name FROM pg_available_extensions WHERE name = ''dblink'''  "db_exec_query"
    FROM user_info
)
SELECT * FROM dblink(
    (SELECT db_conn_string FROM conn_info),
    (SELECT db_exec_query  FROM conn_info)
) AS extensions(name varchar)

DBLink Exec

DO
$BODY$
DECLARE
    p_connstr text := 'hostaddr=127.0.0.1 port=5432 dbname=academia';
BEGIN
    PERFORM dblink_exec(p_connstr, format('UPDATE commission SET type = ''%s'' WHERE type = ''%s''', 'new_type', 'old_type'));
END
$BODY$;

DO
$BODY$
DECLARE
    p_schema varchar := 'academia';
    p_passwd varchar := 'p@$$w0rd';
    p_dbname varchar := 'academia_audit_staging';
    p_dblink varchar := 'hostaddr=127.0.0.1 port=5432 dbname=postgres';
BEGIN
    SELECT INTO p_dblink
        'hostaddr='|| host(inet_server_addr()) ||
        ' port='   || inet_server_port()       || ' dbname=' || current_database();
    
    RAISE NOTICE '%', p_dblink;
    IF NOT EXISTS (SELECT FROM pg_catalog.pg_database WHERE datname = p_dbname) THEN
    --  PERFORM dblink_exec(p_dblink, format('CREATE DATABASE %s', p_dbname));
        RAISE NOTICE 'CREATE DATABASE %', p_dbname;
    END IF;

    IF NOT EXISTS (SELECT FROM pg_catalog.pg_user WHERE usename = p_schema) THEN
    --  PERFORM format('CREATE USER %s WITH ENCRYPTED PASSWORD ''%s''', p_schema, p_passwd);
        RAISE NOTICE 'CREATE USER % WITH ENCRYPTED PASSWORD ''%''', p_schema, p_passwd;
    END IF;

--  PERFORM format('GRANT ALL PRIVILEGES ON DATABASE %s TO %s', p_dbname, p_schema);
    RAISE NOTICE 'GRANT ALL PRIVILEGES ON DATABASE % TO %', p_dbname, p_schema;
END
$BODY$;

Recursive Query

WITH RECURSIVE hierarchy AS (
    SELECT
        o.id,
        o.code,   o.name,
        o.parent "parent_code",
        p.name   "parent_name"
    FROM       org_unit  o
    LEFT  JOIN org_unit  p ON p.code        = o.parent
    WHERE o.code = LOWER(REPLACE('Chorke Agency', ' ', '-'))
    UNION
    SELECT
        o.id,
        o.code,   o.name,
        o.parent "parent_code",
        p.name   "parent_name"
    FROM       org_unit  o 
    LEFT  JOIN org_unit  p ON p.code        = o.parent
    INNER JOIN hierarchy h ON h.parent_code = o.code
)
SELECT * FROM hierarchy;

Encode/Decode

SELECT decode('Chorke Academia, Inc.', 'escape');            -- text to binary
SELECT encode('Chorke Academia, Inc.'::bytea, 'escape');     -- binary to text

SELECT convert_to('Chorke Academia, Inc.', 'UTF8');          -- text to binary
SELECT convert_from('Chorke Academia, Inc.'::bytea, 'UTF8'); -- binary to text

SELECT encode('Chorke Academia, Inc.'::bytea, 'base64');                       -- text to base64
SELECT convert_from(decode('Q2hvcmtlIEFjYWRlbWlhLCBJbmMu', 'base64'), 'UTF8'); -- base64 to text

---

Base36 Encode

CREATE OR REPLACE FUNCTION fn_base36_encode(IN base10 bigint)
    RETURNS  varchar
    LANGUAGE plpgsql IMMUTABLE
AS
$BODY$
DECLARE
    base36 varchar := '';
    intval bigint  := abs(base10);
    char0z char[]  := regexp_split_to_array('0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ', '');
BEGIN
    WHILE intval != 0 LOOP
        base36 := char0z[(intval % 36)+1] || base36;
        intval := intval / 36;
    END LOOP;

    IF base10 = 0 THEN base36 := '0'; END IF;
    RETURN base36;
END
$BODY$;

---

Base36 Decode

CREATE OR REPLACE FUNCTION fn_base36_decode(IN base36 varchar)
    RETURNS  bigint
    LANGUAGE plpgsql
AS
$BODY$
DECLARE
    rindex int;
    intval int;
    carray char[];
    base10 bigint  := 0;
    char0z varchar := '0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ';
BEGIN
    FOR rindex IN REVERSE char_length(base36)..1 LOOP
        carray := carray || substring(upper(base36) FROM rindex FOR 1)::char;
    END LOOP;

    rindex := 0;
    WHILE rindex < (array_length(carray,1)) LOOP      
        intval := position(carray[rindex+1] IN char0z)-1;
        base10 := base10 + (intval * (36 ^ rindex));
        rindex := rindex + 1;
    END LOOP;

    RETURN base10;
END
$BODY$;

Large Object

\dfS lo_*

-- lo_open(lobjId oid, mode integer) returns integer
-- The mode parameter to lo_open uses two constants:
--   INV_READ       = 0x20000
--   INV_WRITE      = 0x40000
--   INV_READ_WRITE = 0x60000

SELECT  x'20000'::int;          -- SELECT cast(x'20000' AS integer);          -- 131072
SELECT  x'40000'::int;          -- SELECT cast(x'40000' AS integer);          -- 262144
SELECT  x'60000'::int;          -- SELECT cast(x'60000' AS integer);          -- 393216
SELECT (x'20000'|x'40000')::int -- SELECT cast(x'20000'|x'40000' AS integer); -- 393216

---

-- example: a
SELECT lo_get(photo::oid), lo_get(resume::oid) FROM employee;                        -- select large object as binary data
SELECT lo_from_bytea(0, 'Chorke Academia, Inc.'::bytea) FROM employee;               -- create large object from ascii text
SELECT lo_from_bytea(0, convert_to('Chorke Academia, Inc.', 'UTF8')) FROM employee;  -- create large object from utf-8 text

-- example: b
SELECT resume FROM profile;                                   -- oid
SELECT lo_get(resume::oid) FROM profile;                      -- binary
SELECT encode(lo_get(resume::oid), 'escape') FROM profile;    -- binary to text
SELECT encode(lo_get(resume::oid), 'base64') FROM profile;    -- binary to base64

-- example: c
SELECT convert_from(lo_get(resume::oid), 'UTF8') FROM profile;
SELECT convert_from(loread(lo_open(resume::oid, x'40000'::int), x'40000'::int), 'UTF8') FROM profile;

SELECT lowrite(lo_open(lo_creat(-1), x'60000'::int), convert_to('Chorke Academia, Inc.', 'UTF8')) FROM profile; -- create large object
SELECT lowrite(lo_open(resume::oid,  x'60000'::int), convert_to('Chorke Academia, Inc.', 'UTF8')) FROM profile; -- update large object

---

Insert

-- right way to insert in insert
INSERT INTO employee(id, resume, name) VALUES(
    (SELECT COALESCE(max(id), 0) + 1 FROM employee),
    lo_from_bytea(0, convert_to('Chorke Academia, Inc.', 'UTF8')),
    'Chorke Academia, Inc.'
);

Select

-- right way to select in select
SELECT
    id,
    name,
    resume AS resume_oid,
    lo_get(resume::oid) AS resume_binary,
    convert_from(lo_get(resume::oid), 'UTF8') AS resume_text
FROM employee;

Update

-- right way to create in update
-- wrong way to update in update
-- SELECT oid FROM pg_largeobject_metadata;
UPDATE employee SET
    resume = lo_from_bytea(0, convert_to('Chorke Academia, Inc.', 'UTF8'))
WHERE id = 1;

-- SELECT oid FROM pg_largeobject_metadata;
-- we should've to have 1 oid for a sigle record where it will
-- be created N+1 oid for N times of update. after N times of
-- update we need to delete N oid's from database else it will
-- be wastage of huge disk space if those object not deleted!
-- we need to delete manually and which one might be disaster
-- SELECT lo_unlink(orphan_lo::oid);

-- right way to update in update
-- SELECT oid FROM pg_largeobject_metadata;
DO
$BODY$
DECLARE
    p_id     integer:= 1;
    p_oid    integer:= 0;
    p_resume varchar:= 'Chorke Academia, Inc.';
BEGIN
    SELECT INTO p_oid COALESCE(m.oid, 0) FROM employee e
    LEFT JOIN pg_largeobject_metadata m ON e.resume::oid = m.oid WHERE e.id = p_id;

    IF p_oid > 0 THEN
        PERFORM lowrite(lo_open(p_oid::oid, x'60000'::int), convert_to(p_resume, 'UTF8'));
    ELSE
        UPDATE employee SET
            resume = lo_from_bytea(0, convert_to(p_resume, 'UTF8'))
        WHERE id = p_id;
    END IF;
END
$BODY$;

-- SELECT oid FROM pg_largeobject_metadata;
-- SELECT * FROM employee

Delete

-- wrong way to unlink in delete
-- SELECT oid FROM pg_largeobject_metadata;
DELETE FROM employee WHERE id = 1;

-- SELECT oid FROM pg_largeobject_metadata;
-- we should've to unlink respective oid's for those deleted
-- records. Either it will be root causes of wasting of huge
-- disk space if those object not deleted! we need to delete
-- manually and which one might be disaster
-- SELECT lo_unlink(orphan_lo::oid);

-- right way to unlink in delete
-- SELECT oid FROM pg_largeobject_metadata;
DO
$BODY$
DECLARE
    p_id     integer:= 1;
    p_oid    integer:= 0;
    p_resume varchar:= 'Chorke Academia, Inc.';
BEGIN
    SELECT INTO p_oid COALESCE(m.oid, 0) FROM employee e
    LEFT JOIN pg_largeobject_metadata m ON e.resume::oid = m.oid WHERE e.id = p_id;
    DELETE FROM employee WHERE id = p_id;

    IF p_oid > 0 THEN
        PERFORM lo_unlink(p_oid::oid);
    END IF;
END
$BODY$;

-- SELECT oid FROM pg_largeobject_metadata;
-- SELECT * FROM employee;

Alter

ALTER TABLE employee
--  ALTER COLUMN photo TYPE bytea USING lo_get(photo::oid);
    ALTER COLUMN photo TYPE text  USING encode(lo_get(photo::oid), 'base64');

Bastion Dump

BASH_REMOTE_SCRIPT_FRMT=$(cat <<'EOF'
# suppress stdout
echo '/* $STDOUT$'
echo "${HOSTNAME}${HOME}"

ssh -qt gtw.vpc.chorke.org <<'EOF_00'
echo "${HOSTNAME}${HOME}"
ssh -qt app.vpc.chorke.org <<'EOF_01'
echo "${HOSTNAME}${HOME}"
echo '$STDOUT$ */'

pg_dump postgres://academia:%[email protected]:5432/%s
# suppress stdout
echo '/* $STDOUT$'
EOF_01
EOF_00
echo '$STDOUT$ */'
EOF
)

---

BASH_REMOTE_SCRIPT_PASS='sadaqah!'
BASH_REMOTE_SCRIPT_PGDB='academia_keycloak_staging'
printf -v  BASH_REMOTE_SCRIPT_EXEC          "${BASH_REMOTE_SCRIPT_FRMT}" "${BASH_REMOTE_SCRIPT_PASS}" "${BASH_REMOTE_SCRIPT_PGDB}"
printf -v  BASH_EXPORT_SCRIPT_DUMP '%s.sql' "${BASH_REMOTE_SCRIPT_PGDB}"
bash -c "${BASH_REMOTE_SCRIPT_EXEC}" >       ${BASH_EXPORT_SCRIPT_DUMP}

---

sed '/^\/\* \$STDOUT\$$/,/^\$STDOUT\$ \*\/$/{/^\/\* \$STDOUT\$$/!{/^\$STDOUT\$ \*\/$/!d}}' -i ${BASH_EXPORT_SCRIPT_DUMP}
sed -z 's|\n/\* $STDOUT$\n$STDOUT$ \*/||g' -i ${BASH_EXPORT_SCRIPT_DUMP}
sed -z 's|/\* $STDOUT$\n$STDOUT$ \*/\n||g' -i ${BASH_EXPORT_SCRIPT_DUMP}
gzip ${BASH_EXPORT_SCRIPT_DUMP}

Export CSV

psql -U academia academia_audit_staging
\COPY (SELECT * FROM audit_log WHERE action_type = 'Sync Collection' AND DATE_TRUNC('day', logged_on) = '20241010')\
 To '~/.config/audit_log_20241010_1010_MYT.csv' With CSV DELIMITER ',' HEADER;

Knowledge

wsl (windows subsystem for linux)
sudo service redis-server restart
sudo service postgresql restart
sudo service apache2 restart

comment and uncomment sql
sed -i -e 's|^|-- |g' src/main/resources/db/migration/*.sql
sed -i -e 's|^-- ||g' src/main/resources/db/migration/*.sql

-- psql
CREATE DATABASE chorke_init_pro;
CREATE USER chorke_init_pro WITH ENCRYPTED PASSWORD 'pa55w0rd';
GRANT ALL PRIVILEGES ON DATABASE chorke_init_pro TO chorke_init_pro;
-- \q

-- revoke public connect from specific database after creation
REVOKE CONNECT ON DATABASE academia_ebis_dev FROM PUBLIC;
-- revoke public connect for all future databases
REVOKE CONNECT ON DATABASE template1 FROM PUBLIC;

SELECT
    con.conname,
    nsp.nspname,
    rel.relname
FROM pg_catalog.pg_constraint con
    INNER JOIN pg_catalog.pg_class rel     ON rel.oid = con.conrelid
    INNER JOIN pg_catalog.pg_namespace nsp ON nsp.oid = connamespace
WHERE
    nsp.nspname = 'public'      AND
    rel.relname = 'fiscal_year' AND
    con.conname LIKE 'uk_%';

SELECT
    n.nspname AS "schema",
    c.relname AS "name",
    CASE c.relkind
        WHEN 'v' THEN 'view'
        WHEN 'i' THEN 'index'
        WHEN 'r' THEN 'table'
        WHEN 's' THEN 'special'
        WHEN 'S' THEN 'sequence'
        WHEN 'f' THEN 'foreign table'
        WHEN 'p' THEN 'partitioned table'
        WHEN 'I' THEN 'partitioned index'
        WHEN 'm' THEN 'materialized view'
    END AS "type",
    pg_catalog.pg_get_userbyid(c.relowner) AS "owner"
FROM pg_catalog.pg_class c
    LEFT JOIN pg_catalog.pg_namespace n ON n.oid = c.relnamespace
WHERE c.relkind IN ('S','')
    AND n.nspname !~ '^pg_toast'
    AND n.nspname <> 'pg_catalog'
    AND n.nspname <> 'information_schema'
    AND pg_catalog.pg_table_is_visible(c.oid)
ORDER BY 1,2;

SELECT d.datname                                       AS "db_name",
    pg_catalog.pg_get_userbyid(d.datdba)               AS "db_owner",
    pg_catalog.pg_encoding_to_char(d.encoding)         AS "db_encoding",
    d.datcollate                                       AS "db_collation",
    d.datctype                                         AS "db_collation_type",
    pg_catalog.array_to_string(d.datacl, e'\n')        AS "db_access_privileges",
    CASE
        WHEN pg_catalog.has_database_privilege(d.datname, 'CONNECT') THEN
            pg_catalog.pg_size_pretty(pg_catalog.pg_database_size(d.datname))
        ELSE 'No Access'
    END                                                AS "db_size",
    t.spcname                                          AS "db_tablespace",
    pg_catalog.shobj_description(d.oid, 'pg_database') AS "db_description"
FROM pg_catalog.pg_database   d
JOIN pg_catalog.pg_tablespace t ON d.dattablespace = t.oid
ORDER BY 1;

SELECT
    usesysid  AS "user_id",
    usename   AS "user_name",
    passwd    AS "user_password",
    usesuper  AS "is_super_user"
FROM pg_catalog.pg_user ORDER BY 1;

DO
$BODY$
DECLARE
    p_password varchar :='p@$$w0rd';
    p_connection_string varchar :='hostaddr=127.0.0.1 port=5432 dbname=postgres user=postgres password=';
BEGIN
    p_connection_string := p_connection_string || p_password;
    RAISE NOTICE 'Connection String: %', p_connection_string;
    SELECT INTO p_connection_string
        'hostaddr=' || host(inet_server_addr()) || ' port=' || inet_server_port() ||
        ' dbname='  || current_database()       || ' user=' || CURRENT_USER       || ' password=' || p_password;
    RAISE NOTICE 'Connection String: %', p_connection_string;
END
$BODY$;

cat << EOF | psql -U postgres
DROP DATABASE IF EXISTS academia_ebis_staging;
CREATE DATABASE academia_ebis_staging;

CREATE USER academia WITH ENCRYPTED PASSWORD 'sadaqah!';
GRANT ALL PRIVILEGES ON DATABASE academia_ebis_staging TO academia;
ALTER DATABASE academia_ebis_staging OWNER TO academia;
-- ALTER USER academia WITH SUPERUSER;
EOF

Allow Remote

apt install -y iputils-ping telnet dnsutils sudo systemctl status ufw sudo ufw status verbose	sudo ufw status numbered sudo ufw allow 5432/tcp sudo ufw enable
nano /etc/postgresql/14/main/postgresql.conf	nano /etc/postgresql/14/main/pg_hba.conf
listen_addresses = '*' # what IP address(es) to listen on; # comma-separated list of addresses; # defaults to 'localhost'; use '*' for all # (change requires restart) port = 5432 # (change requires restart)	# IPv4 local connections: host all all 127.0.0.1/32 scram-sha-256 host all all 0.0.0.0/0 scram-sha-256 # host all all 10.19.83.1/24 scram-sha-256 # host all all 10.20.13.1/24 scram-sha-256

Spread Sheet

=CONCAT("(LOCALTIMESTAMP, 'religion', 'chorke.org', (SELECT (COALESCE(MAX(id), 0) + 1) FROM grouped_collection), '",  SUBSTITUTE(A2 , """" ,  ""), "', '", SUBSTITUTE(A2 , """" ,  ""),  "', '{""state"": """ , SUBSTITUTE(B2 , "'" , "''")  , """, ""city"": """ , SUBSTITUTE(C2 , "'" , "''") , """}'),")

=CONCAT("[""",  SUBSTITUTE(A2 , """",  ""), """, """, SUBSTITUTE(A2, """",  ""), "",""", {""state"": """ , SUBSTITUTE(B2 , "'" , "''")  , """, ""city"": """ , SUBSTITUTE(C2 , "'" , "''") , """}", "],")

=CONCAT("[""",  SUBSTITUTE(C518 , """",  ""), """, """, SUBSTITUTE(B518, """",  ""), "",""", {}, " , A518 , ", ",  IF(ISBLANK(D518), "false", "true"), "],")

=CONCAT("[""",  SUBSTITUTE(C5 , """",  ""), """, """, SUBSTITUTE(B5, """",  ""), "",""", {""class"": """, D5 ,""", ""income"": true}, " , A5, "],")

=CONCAT("[""",  SUBSTITUTE(C27 , """",  ""), """, """, SUBSTITUTE(B27, """",  ""), "",""", {}, " , A27, "],")

=CONCAT("[""",  C27, """, """, B27, "",""", {}, " , A27, "],")

Docker PSQL

docker run -d --name postgres\ -e POSTGRES_PASSWORD=sadaqah\ -v ./init.sql:/docker-entrypoint-initdb.d/init.sql\ -p 127.0.0.1:5433:5432\ postgres:12.14

docker exec -it postgres bash psql -U postgres docker stop postgres docker rm postgres

docker exec -it postgres\ psql -U postgres docker ps -a docker rm postgres -f

References

PostgreSQL users can access all databases without any grants Creating user, database and adding access on PostgreSQL ASP.NET Core MVC Identity using PostgreSQL System Catalogs pg_class::relkind Query a JSON Column in PostgreSQL Fluent NHibernate with PostgreSQL Create sequence if not exists SQL Create Procedure PL/PgSQL Trigger 9.3 PL/PgSQL Trigger 10	Custom Thread-safe Sequence by Hibernate Date/Time Functions and Operators Convention for Database Tables Object Identifier(OIDs) Types Date/Time Support SQL Key Words pg_lsn Type Pseudo-Types Domain Types Data Types	PL/pgSQL Create dynamic table from string PL/pgSQL SQL Procedural Language PL/pgSQL Checking if a row exists PL/pgSQL Syntax Constants PL/pgSQL DBLink Connect PL/pgSQL Drop Function PL/pgSQL DBLink
Calling Stored Procedures from Spring Data JPA Explanation of cascade ON DELETE/UPDATE Concatenate a string variable in PostgreSQL Insert text with single quotes in PostgreSQL Append a item into the array-type Column Example of Stored Procedure Create Sequence if not exists Find all constraints of a table Multi-Line PL/pgSQL String PostgreSQL Dump	PostgreSQL jsonb_set multiple keys update Remove a item from the array-type Column How to show Large Objects (LOB) contents? Get TEXT value of a CLOB OID in Postgresql Using OS Users to connect to PostgreSQL PostgreSQL Export Import Script Online PostgreSQL turn a json array into rows Adding Data with INSERT and COPY PostgreSQL Delete with Inner Join JSON Functions and Operators	Does JPA delete also remove large objects of Blob fields Explanation of JSONB introduced by PostgreSQL Insert a Large Object using SQL in PostgreSQL Insert or update Large Object in PostgreSQL Change a User to Superuser in PostgreSQL Gist: Base36 Conversion in PostgreSQL Combination of LIKE and IN in SQL List all sequences in a PostgreSQL Base36 Conversion in PostgreSQL Remove attribute from JSON
PostgreSQL » Effectively Store & Index JSON Data PostgreSQL » Update a table using a WITH query PostgreSQL » Return Result Set as JSON Array PostgreSQL » Update all values in JSON Array PostgreSQL » pgAdmin » Export to a CSV File PostgreSQL » Nested JSON Arrays Query PostgreSQL » Nested JSON Querying PostgreSQL » Loop over JSON Arrays PostgreSQL » Export to a CSV File PostgreSQL » WITH Queries	PostgreSQL » WITH clause with INSERT statement PostgreSQL » PSQL Short Commands and Flags Column type is JSON but expression is Varchar PostgreSQL » RETURNING with ON CONFLICT PostgreSQL 14 not Started on Ubuntu 22.04 PostgreSQL » Dockerized
Convention for Database Tables Base36 Encoding and Decoding EclipseLink MapStruct Hibernate Liquibase MyBatis Lombok Locale JPA	PostgreSQL » Aggregate multiple rows as array PostgreSQL » JSON column with H2 PostgreSQL » 12 » XML2 Functions PostgreSQL » 12 » JSON Functions PostgreSQL » 9.1 » XML Functions Java » ISO DateTimeFormatter PostgreSQL » XML xmlelement PostgreSQL » XML » Categories Base64 Jasypt	PostgreSQL » PgAdmin » OAuth 2.0 » Configure PostgreSQL » PgAdmin » OAuth 2.0 » Enabling PostgreSQL » 12 » pgcrypto PostgreSQL » PgBouncer MySQL