Inserting Data to a PostgreSQL Table With Python
/ 4 min read
Getting started with Python and psycopg2
Inserting a Table Row and Returning the Primary Key Id
The Primary Key Id will be returned whether the row already exists or not.
This could also be easily be achieved with a PostgreSQL Trigger function.
DROP TABLE IF EXISTS crash.street;
CREATE TABLE crash.street (id INTEGER GENERATED BY DEFAULT AS IDENTITY PRIMARY KEY,name TEXT NOT NULL,borough_code VARCHAR (2) NOT NULL,zip_code VARCHAR (5),create_date timestamp with time zone DEFAULT now(),update_date timestamp with time zone DEFAULT now(),CONSTRAINT s_nbz_u UNIQUE (name, borough_code, zip_code));
import psycopg2import psycopg2.extrasimport os, sys
def log_this(msg): print(f'{os.path.basename(__file__)}: {sys._getframe().f_back.f_lineno}> {msg}')
def get_db_connection(): c = None my_schema = 'crash' # Set the search path so I don't have to specify # 'crash' schema in the SQL search_path = f'-c search_path=pg_catalog,public,{my_schema}' try: c = psycopg2.connect( database='nyc_data', user='postgres', password='xyz', options=search_path, ) except psycopg2.DatabaseError as e: log_this(f'Error {e})') sys.exit(99) # Not using commits and rollbacks for this test c.autocommit = True return c
...
def insert_into_street(*, con, street): street_id = None cur = con.cursor(cursor_factory=psycopg2.extras.DictCursor) cur.execute( "SELECT id FROM street WHERE name=%(name)s AND borough_code=%(borough_code)s AND zip_code=%(zip_code)s", street) log_this(f'Cursor status: {cur.statusmessage}') log_this(f'Cursor desc: {cur.description}')
if cur.statusmessage == 'SELECT 0': log_this(f"Inserting new street {street}") cur.execute( "INSERT INTO street (name, borough_code, zip_code) VALUES ( %(name)s, %(borough_code)s, %(zip_code)s) RETURNING id", street)
street_id = cur.fetchone()[0] return street_id
def delete_from_table(*, con, table_name, id): cur = con.cursor() sql = f"DELETE FROM {table_name} WHERE id = %s" cur.execute(sql, (id,)) return cur.rowcount
def insert_into_street(*, con, street): street_id = None cur = con.cursor(cursor_factory=psycopg2.extras.DictCursor) cur.execute( "SELECT id FROM street WHERE name=%(name)s AND borough_code=%(borough_code)s AND zip_code=%(zip_code)s", street) log_this(f'Cursor status: {cur.statusmessage}') log_this(f'Cursor desc: {cur.description}')
if cur.statusmessage == 'SELECT 0': log_this(f"Inserting new street {street}") cur.execute( "INSERT INTO street (name, borough_code, zip_code) VALUES ( %(name)s, %(borough_code)s, %(zip_code)s) RETURNING id", street)
street_id = cur.fetchone()[0] return street_id‘insert_into_street’ is given a dictionary of street data.
expect_street = { 'name': 'Dead End Street', 'borough_code': 'q', 'zip_code': '11111'}The function first checks if the street exists already. If it returns 0 rows, it inserts the the new street data using the PostgreSQL “RETURNING id”. The cursor will now contain the ‘id’ value either from the select or the insert. This id will be returned by the function.
To test this out I created a Pytest function that calls the insert function twice with the same data. Both times it should return with the same row id. It should be noted that the ‘get_db_connection’ function sets the Auto-commit to true.
c.autocommit = True return cTest the Code With Pytest
import psycopg2import pytest
from collision_db import delete_from_table, get_db_connection, insert_into_streetCON = None
...
def setup_function(): global CON CON = get_db_connection() log_this("In setup!")
def teardown_function(): global CON CON.close() log_this("In teardown!")
...
def test_insert_into_street_returns_street_id(): global CON test_street = { 'name': 'dead_end', 'borough_code': 'm', 'zip_code': '11111'} street_id_1 = insert_into_street(con=CON, street=test_street) assert street_id_1 > 0 street_id_2 = insert_into_street(con=CON, street=test_street) assert street_id_1 == street_id_2 row_ct = delete_from_table(con=CON, table_name='street', id=street_id_2) assert row_ct == 1
λ pytest test_collision_db_1.py::test_insert_into_street_returns_street_id -v -s==================================================================== test session starts ==================================================================== platform win32 -- Python 3.7.2, pytest-5.4.2, py-1.8.1, pluggy-0.13.1 -- c:\python37\python.execachedir: .pytest_cacherootdir: C:\Users\ak1\Apps\Python\collision\testscollected 1 item
test_collision_db_1.py::test_insert_into_street_returns_street_id test_collision_db_1.py: 25> In setup!collision_db.py: 45> Cursor status: SELECT 0collision_db.py: 46> Cursor desc: (Column(name='id', type_code=23),)collision_db.py: 49> Inserting new street {'name': 'dead_end', 'borough_code': 'm', 'zip_code': '11111'}collision_db.py: 45> Cursor status: SELECT 1collision_db.py: 46> Cursor desc: (Column(name='id', type_code=23),)PASSEDtest_collision_db_1.py: 30> In teardown!===================================================================== 1 passed in 0.19s =====================================================================
λ pytest test_collision_db_1.py::test_insert_into_street_returns_street_id==================================================================== test session starts ====================================================================platform win32 -- Python 3.7.2, pytest-5.4.2, py-1.8.1, pluggy-0.13.1rootdir: C:\Users\ak1\Apps\Python\collision\testscollected 1 itemtest_collision_db_1.py . [100%]===================================================================== 1 passed in 0.14s =====================================================================All tests passed. Outstanding!
Conclusion
Inserting table rows and returning the Primary key is straightforward with Python and PostgreSQL This is something I would normally execute using SQL Trigger function. However there may be cases where the above method may be more suitable.