Windyquery
Python 3.6+ Asyncio PostgreSQL query builder and model
Install / Use
/learn @bluerelay/WindyqueryREADME
windyquery - A non-blocking Python PostgreSQL query builder
Windyquery is a non-blocking PostgreSQL query builder with Asyncio.
Installation
$ pip install windyquery
Connection
import asyncio
from windyquery import DB
# create DB connection for CRUD operatons
db = DB()
asyncio.get_event_loop().run_until_complete(db.connect('db_name', {
'host': 'localhost',
'port': '5432',
'database': 'db_name',
'username': 'db_user_name',
'password': 'db_user_password'
}, default=True))
asyncio.get_event_loop().run_until_complete(db.connect('other_db_name', {
'host': 'localhost',
'port': '5432',
'database': 'other_db_name',
'username': 'db_user_name',
'password': 'db_user_password'
}, default=False))
# switch connections between different databases
db.connection('other_db_name')
# the default connection can also be changed directly
db.default = 'other_db_name'
# close DB connection
asyncio.get_event_loop().run_until_complete(db.stop())
CRUD examples
A DB instance can be used to constuct a SQL. The instance is a coroutine object. It can be scheduled to run by all asyncio mechanisms.
Build a SQL and execute it
async def main(db):
# SELECT id, name FROM users
users = await db.table('users').select('id', 'name')
print(users[0]['name'])
asyncio.run(main(db))
SELECT
# SELECT name AS username, address addr FROM users
await db.table('users').select('name AS username', 'address addr')
# SELECT * FROM users WHERE id = 1 AND name = 'Tom'
await db.table('users').select().where('id', 1).where('name', 'Tom')
# SELECT * FROM users WHERE id = 1 AND name = 'Tom'
await db.table('users').select().where('id', '=', 1).where('name', '=', 'Tom')
# SELECT * FROM users WHERE id = 1 AND name = 'Tom'
await db.table('users').select().where('id = ? AND name = ?', 1, 'Tom')
# SELECT * FROM users WHERE id IN (1, 2)
await db.table('cards').select().where("id", [1, 2])
# SELECT * FROM users WHERE id IN (1, 2)
await db.table('cards').select().where("id", 'IN', [1, 2])
# SELECT * FROM users WHERE id IN (1, 2)
await db.table('cards').select().where("id IN (?, ?)", 1, 2)
# SELECT * FROM users ORDER BY id, name DESC
await db.table('users').select().order_by('id', 'name DESC')
# SELECT * FROM users GROUP BY id, name
await db.table('users').select().group_by('id', 'name')
# SELECT * FROM users LIMIT 100 OFFSET 10
await db.table('users').select().limit(100).offset(10)
# SELECT users.*, orders.total FROM users
# JOIN orders ON orders.user_id = users.id
await db.table('users').select('users.*', 'orders.total').\
join('orders', 'orders.user_id', '=', 'users.id')
# SELECT users.*, orders.total FROM users
# JOIN orders ON orders.user_id = users.id AND orders.total > 100
await db.table('users').select('users.*', 'orders.total').\
join('orders', 'orders.user_id = users.id AND orders.total > ?', 100)
INSERT
# INSERT INTO users(id, name) VALUES
# (1, 'Tom'),
# (2, 'Jerry'),
# (3, DEFAULT)
await db.table('users').insert(
{'id': 1, 'name': 'Tom'},
{'id': 2, 'name': 'Jerry'},
{'id': 3, 'name': 'DEFAULT'}
)
# INSERT INTO users(id, name) VALUES
# (1, 'Tom'),
# (2, 'Jerry'),
# (3, DEFAULT)
# RETRUNING id, name
await db.table('users').insert(
{'id': 1, 'name': 'Tom'},
{'id': 2, 'name': 'Jerry'},
{'id': 3, 'name': 'DEFAULT'}
).returning('id', 'name')
# INSERT INTO users(id, name) VALUES
# (1, 'Tom'),
# (2, 'Jerry'),
# (3, DEFAULT)
# RETRUNING *
await db.table('users').insert(
{'id': 1, 'name': 'Tom'},
{'id': 2, 'name': 'Jerry'},
{'id': 3, 'name': 'DEFAULT'}
).returning()
# INSERT INTO users (id, name) VALUES
# (1, 'Tom')
# ON CONFLICT (id) DO NOTHING
await db.table('users').insert(
{'id': 1, 'name': 'Tom'},
).on_conflict('(id)', 'DO NOTHING')
# INSERT INTO users As u (id, name) VALUES
# (1, 'Tom')
# ON CONFLICT ON CONSTRAINT users_pkey
# DO UPDATE SET name = EXCLUDED.name || ' (formerly ' || u.name || ')'
await db.table('users AS u').insert(
{'id': 1, 'name': 'Tom'},
).on_conflict(
'ON CONSTRAINT users_pkey',
"DO UPDATE SET name = EXCLUDED.name || ' (formerly ' || u.name || ')'"
)
UPDATE
# UPDATE cards SET name = 'Tom' WHERE id = 9
await db.table('cards').where('id', 9).update({'name': 'Tom'})
# UPDATE cards SET total = total + 1 WHERE id = 9
await db.table('cards').update('total = total + 1').where('id', 9)
# UPDATE users SET name = 'Tom' WHERE id = 9 RETRUNING *
await db.table('users').update({'name': 'Tom'}).where('id', '=', 9).returning()
# UPDATE users SET name = 'Tom' WHERE id = 9 RETRUNING id, name
await db.table('users').update({'name': 'Tom'}).where('id', '=', 9).returning('id', 'name')
# UPDATE users SET name = orders.name
# FROM orders
# WHERE orders.user_id = users.id
await db.table('users').update('name = orders.name').\
from_table('orders').\
where('orders.user_id = users.id')
# UPDATE users SET name = products.name, purchase = products.name, is_paid = TRUE
# FROM orders
# JOIN products ON orders.product_id = products.id
# WHERE orders.user_id = users.id
await db.table('users').update('name = product.name, purchase = products.name, is_paid = ?', True).\
from_table('orders').\
join('products', 'orders.product_id', '=', 'products.id').\
where('orders.user_id = users.id')
DELETE
# DELETE FROM users WHERE id = 1
await db.table('users').where('id', 1).delete()
# DELETE FROM users WHERE id = 1 RETURNING id, name
await db.table('users').where('id', 1).delete().returning('id', 'name')
Migration examples
The DB instance can also be used to migrate database schema.
CREATE TABLE
# CREATE TABLE users (
# id serial PRIMARY KEY,
# group_id integer references groups (id) ON DELETE CASCADE,
# created_at timestamp not null DEFAULT NOW(),
# email text not null unique,
# is_admin boolean not null default false,
# address jsonb,
# payday integer not null,
# CONSTRAINT unique_email UNIQUE(group_id, email)
# check(payday > 0 and payday < 8)
#)
await db.schema('TABLE users').create(
'id serial PRIMARY KEY',
'group_id integer references groups (id) ON DELETE CASCADE',
'created_at timestamp not null DEFAULT NOW()',
'email text not null unique',
'is_admin boolean not null default false',
'address jsonb',
'payday integer not null',
'CONSTRAINT unique_email UNIQUE(group_id, email)',
'check(payday > 0 and payday < 8)',
)
# CREATE TABLE accounts LIKE users
await db.schema('TABLE accounts').create(
'like users'
)
# CREATE TABLE IF NOT EXISTS accounts LIKE users
await db.schema('TABLE IF NOT EXISTS accounts').create(
'like users'
)
Modify TABLE
# ALTER TABLE users
# ALTER id TYPE bigint,
# ALTER name SET DEFAULT 'no_name',
# ALTER COLUMN address DROP DEFAULT,
# ALTER "user info" SET NOT NULL,
# ALTER CONSTRAINT check(payday > 1 and payday < 6),
# ADD UNIQUE(name, email) WITH (fillfactor=70),
# ADD FOREIGN KEY (group_id) REFERENCES groups (id) ON DELETE SET NULL,
# DROP CONSTRAINT IF EXISTS idx_email CASCADE
await db.schema('TABLE users').alter(
'alter id TYPE bigint',
'alter name SET DEFAULT \'no_name\'',
'alter COLUMN address DROP DEFAULT',
'alter "user info" SET NOT NULL',
'add CONSTRAINT check(payday > 1 and payday < 6)',
'add UNIQUE(name, email) WITH (fillfactor=70)',
'add FOREIGN KEY (group_id) REFERENCES groups (id) ON DELETE SET NULL',
'drop CONSTRAINT IF EXISTS idx_email CASCADE',
)
# ALTER TABLE users RENAME TO accounts
await db.schema('TABLE users').alter('RENAME TO accounts')
# ALTER TABLE users RENAME email TO email_address
await db.schema('TABLE users').alter('RENAME email TO email_address')
# ALTER TABLE users RENAME CONSTRAINT idx_name TO index_name
await db.schema('TABLE users').alter('RENAME CONSTRAINT idx_name TO index_name')
# ALTER TABLE users ADD COLUMN address text
await db.schema('TABLE users').alter('ADD COLUMN address text')
# ALTER TABLE users DROP address
await db.schema('TABLE users').alter('DROP address')
# CREATE INDEX idx_email ON users (name, email)
await db.schema('INDEX idx_email ON users').create('name', 'email')
# CREATE UNIQUE INDEX unique_name ON users(name) WHERE soft_deleted = FALSE
await db.schema('UNIQUE INDEX unique_name ON users').create('name',).where('soft_deleted', False)
# DROP INDEX idx_email CASCADE
await db.schema('INDEX idx_email').drop('CASCADE')
# DROP TABLE users
await db.schema('TABLE users').drop()
Raw
The raw method can be used to execute any form of SQL. Usually the raw method is used to execute complex hard-coded (versus dynamically built) queries. It's also very common to use raw method to run migrations.
The input to raw method is not validated, so it is not safe from SQL injection.
RAW for complex SQL
await db.raw('SELECT ROUND(AVG(group_id),1) AS avg_id, COUNT(1) AS total_users FROM users WHERE id in ($1, $2, $3)', 4, 5, 6)
await db.raw("SELECT * FROM (VALUES (1, 'one'), (2, 'two'), (3, 'three')) AS t (num, letter)")
await db.raw("""
INSERT INTO user (id, name)
SELECT $1, $2 WHERE NOT EXISTS (SELECT id FROM users WHERE id = $1)
""", 1, 'Tom')
RAW for migration
await db.raw("""
CREATE TABLE users(
id INT NOT NULL,
created_at DATE NOT NULL,
first_name VARCHAR(100) NOT NULL,
last_name VARCHAR(100) NOT NULL,
birthday_mmddyyyy CHAR(10) NOT NULL,
)
""")
WITH Clause using VALUES Lists
The Postgres [VALUES](https://www.postgresql.org/docs/12/queries-values
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