I'm having trouble understanding how to execute a query to check and see if a matching record already exists in sqlalchemy. Most of the examples I can find online seem to reference "session" and "query" objects that I don't have.
Here's a short complete program that illustrates my problem:
1. sets up in-memory sqlite db with "person" table.
2. inserts two records into the person table.
3. check if a particular record exists in the table. This is where it barfs.
from sqlalchemy import create_engine, Table, Column, Integer, String, MetaData
from sqlalchemy.sql.expression import exists
engine = create_engine('sqlite:///:memory:', echo=False)
metadata = MetaData()
person = Table('person', metadata,
Column('id', Integer, primary_key=True),
Column('name', String(255), nullable=False))
metadata.create_all(engine)
conn = engine.connect()
s = person.insert()
conn.execute(s, name="Alice")
conn.execute(s, name="Bob")
print("I can see the names in the table:")
s = person.select()
result = conn.execute(s)
print(result.fetchall())
print('This query looks like it should check to see if a matching record exists:')
s = person.select().where(person.c.name == "Bob")
s = exists(s)
print(s)
print("But it doesn't run...")
result = conn.execute(s)
The output of this program is:
I can see the names in the table:
[(1, 'Alice'), (2, 'Bob')]
This query looks like it should check to see if a matching record exists:
EXISTS (SELECT person.id, person.name
FROM person
WHERE person.name = :name_1)
But it doesn't run...
Traceback (most recent call last):
File "/project_path/db_test/db_test_env/exists_example.py", line 30, in <module>
result = conn.execute(s)
File "/project_path/db_test/db_test_env/lib/python3.6/site-packages/sqlalchemy/engine/base.py", line 945, in execute
return meth(self, multiparams, params)
File "/project_path/db_test/db_test_env/lib/python3.6/site-packages/sqlalchemy/sql/elements.py", line 265, in _execute_on_connection
raise exc.ObjectNotExecutableError(self)
sqlalchemy.exc.ObjectNotExecutableError: Not an executable object: <sqlalchemy.sql.selectable.Exists object at 0x105797438>
The s.exists() is only building the exists clause. All you need to do to get your code to work is to generate a select for it.
s = exists(s).select()
Here's your full example:
from sqlalchemy import create_engine, Table, Column, Integer, String, MetaData
from sqlalchemy.sql.expression import exists
engine = create_engine('sqlite:///:memory:', echo=False)
metadata = MetaData()
person = Table('person', metadata,
Column('id', Integer, primary_key=True),
Column('name', String(255), nullable=False))
metadata.create_all(engine)
conn = engine.connect()
s = person.insert()
conn.execute(s, name="Alice")
conn.execute(s, name="Bob")
print("I can see the names in the table:")
s = person.select()
result = conn.execute(s)
print(result.fetchall())
print('This query looks like it should check to see if a matching record exists:')
s = person.select().where(person.c.name == "Bob")
s = exists(s).select()
print(s)
print("And it runs fine...")
result = conn.execute(s)
print(result.fetchall())
exists
is used in SQL subqueries. If you had a table posts
containing blog post with an author_id, mapping back to people, you might use a query like the following to find people who had made a blog post:
select * from people where exists (select author_id from posts where author_id = people.id);
You can't have a exists as the outermost statement in an SQL query; it's an operator to use in SQL boolean clauses. So, SQLAlchemy is not letting you execute that query because it's not well-formed. If you want to see if a row exists, just construct a select statement with a where clause and see how many rows the query returns.
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