How To Use Postgresql's "insert...on Conflict" (upsert) Feature With Flask_sqlalchemy?
The PostgreSQL ON CONFLICT clause in INSERT statements provides 'upsert' functionality (i.e. update an existing record, or insert a new one if no such record exists). This functio
Solution 1:
It turns out you can execute a lower-level statement on the db.session
. So a solution looks something like this:
from flask import Flask
from flask_sqlalchemy import SQLAlchemy
from sqlalchemy.dialects.postgresql import insert as pg_insert
app = Flask(__name__)
db = SQLAlchemy(app)
classMyTable(db.Model):
id = db.Column(UUID, primary_key=True)
data = db.Column(db.String)
def__init__(self, _id, *args, **kwargs):
self.id = _id
self.data = kwargs['data']
defas_dict(self):
return {'id': self.id, 'data': self.data}
defprops_dict(self):
d = self.as_dict()
d.pop('id')
return d
relation = MyTable(id=1, data='foo')
statement = pg_insert(MyTable)\.
values(**relation.as_dict()).\
on_conflict_do_update(constraint='id',
set_=relation.props_dict())
db.session.execute(statement)
db.session.commit()
The as_dict()
and props_dict()
methods in my model class allow me to use the constructor to filter out unwanted properties from the incoming HTTP request.
Solution 2:
An alternative approach using compilation extension (https://docs.sqlalchemy.org/en/13/core/compiler.html):
from sqlalchemy.ext.compiler import compiles
from sqlalchemy.sql.expression import Insert
@compiles(Insert)defcompile_upsert(insert_stmt, compiler, **kwargs):
"""
converts every SQL insert to an upsert i.e;
INSERT INTO test (foo, bar) VALUES (1, 'a')
becomes:
INSERT INTO test (foo, bar) VALUES (1, 'a') ON CONFLICT(foo) DO UPDATE SET (bar = EXCLUDED.bar)
(assuming foo is a primary key)
:param insert_stmt: Original insert statement
:param compiler: SQL Compiler
:param kwargs: optional arguments
:return: upsert statement
"""
pk = insert_stmt.table.primary_key
insert = compiler.visit_insert(insert_stmt, **kwargs)
ondup = f'ON CONFLICT ({",".join(c.name for c in pk)}) DO UPDATE SET'
updates = ', '.join(f"{c.name}=EXCLUDED.{c.name}"for c in insert_stmt.table.columns)
upsert = ' '.join((insert, ondup, updates))
return upsert
This should ensure that all insert statements behave as upserts.
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