ezrecords is a very simple, but powerful, library for making raw SQL queries to most relational databases.
ezrecords = Kenneth Reitz's records + Justin Vincent's ezsql + WordPress' wpdb - SQLAlchemy.
Just write SQL. No bells, no whistles. This common task can be surprisingly difficult with the standard tools available. This library strives to make this workflow as simple as possible, while providing an elegant interface to work with your query results.
Database support includes SQLite, Postgres, and MySQL (drivers not included).
- records is awesome
- ezsql and wpdb have very nice API, so it makes for an easy transition from PHP to Python
- Our love for crafting well written and performant SQL queries is not questionable, but I think a few helpers for some basic DML and recurring queries would help
- "The ORM takes two brilliant ideas and incapacitates them both.", said a very wise man. So, as long as possible I want to keep away from SQLAlchemy or the like.
import logging
from ezrecords.mysqldb import MySQLDb
logger = logging.getLogger()
# connect
db = MySQLDb(db_url="mysql://root:[email protected]:3306/test", logger=logger) # logger is optional
# enable debugging - optional
db.save_queries = True # save queries and execution time
db.show_sql = True # show SQL code being executed. logger above is required for logging to work
db.show_errors = True # show errors
create_user_table = """
CREATE TABLE test_user (
id INT AUTO_INCREMENT NOT NULL,
username varchar(255) UNIQUE,
password varchar(255),
created_at TIMESTAMP,
created_at_gmt TIMESTAMP,
PRIMARY KEY(id)
)
"""
db.query(create_table) # run generic SQL
create_numbers_table = """
DROP TABLE IF EXISTS numbers;
CREATE TABLE numbers(
ints int,
floats float
);
"""
db.query(create_table_sql)
insert_numbers_sql = "INSERT INTO numbers (ints, floats) VALUES (%d, %f)" # DB API only accepts %s, so we replace %d and %f by %s internally
db.query(insert_numbers_sql, 3, 3.14) # run generic queries with params
# insert records
db.insert('test_user', username='scott', password='tiger', created_at=datetime.datetime.now())
db.insert('test_user', {'username': 'JONES', 'password': 'STEEL'})
# bulk_insert records
db.bulk_insert('test_user', ('username', 'password'), [('scott', 'tiger'), ('JONES', 'STEEL')])
# Update records
db.update('test_user', {'password': 'shepard'}, {'username': 'scott'})
# Delete records
db.delete('test_user', {'username': None}) # None is converted to NULL
# Sanitize query
db.prepare("""INSERT INTO postmeta (post_id, meta_key, meta_value) VALUES ( '%d', "%s", %%s )')""", 10, "Harriet's Adages", "WordPress' database interface is like Sunday Morning: Easy.")
# Call stored procedures
db.call_procedure('adds', 1, 2)
# Get single variable/value
db.get_var('SELECT version()')
# Get specific row from many results
db.get_row('SELECT * FROM test_user', row_offset=1) # if offset not given the first row is returned
# Get specific column from many results
db.get_col('SELECT username, password FROM test_user', column_offset='password') # offset can be numeric too
# Get results in specific format
db.get_results('SELECT username, password FROM test_user', 'json')
# Get last inserted ID from AUTO_INCREMENT/SERIAL fields
db.insert('test_user', username='scott', password='tiger', created_at=datetime.datetime.now())
db.last_insert_id
# Get number of affected rows from previus query
db.delete('test_user')
db.affected_rows
# Switch to another database
db.use('information_schema')
# Check query timing
# execute long running query
db.last_query_elapsed_time
# Transactions
# ---
db.begin_transaction()
db.commit() # or db.rollback()
# Data export
rows = db.query('SELECT * FROM table')
rows.dataset
rows.export('csv') # yaml, json, xls, xlsx
# Goodies
db.db_version() # get server version
db.exists('table') # check if table exists
db.get_table_names() # get list of tables in database
db.flush() # clear cache resultsAs an added bonus, a records command-line tool is automatically included. Here's a screenshot of the usage information:
Here's some usage example
ezrecords -h
ezrecords "SELECT version() AS version" "json" --url="mysql://root:[email protected]:3306/test"
ezrecords "SELECT version() AS version" "json" --url="postgres://postgres:[email protected]:5432/test"
ezrecords "SELECT sqlite_version() AS version" "json" --url="sqlite:///:memory:"pip install ezrecords
ezrecords runs with Python 2.7 and 3.5.
# edit documentation in _docs
cd _docs
make singlehtml
cd ..
cp -fR _docs/_build/singlehtml/* docs/Code and documentation are available according to the MIT License.
See the LICENSE file for details.
Thanks for checking this library out! I hope you find it useful.
Of course, there's always room for improvement. Feel free to open an issue so we can make ezrecords better, faster, and stronger.