Defining SQL Queries
Query Names
Name definitions are how aiosql determines the name of the methods that SQL
code blocks are accessible by.
A query name is defined by a SQL comment of the form "-- name: "
.
As a readability convenience, dash characters (-
) in the name are turned
into underlines (_
).
-- name: get-all-blogs
select * from blogs;
This query will be available in aiosql under the python method name .get_all_blogs(conn)
Query Comments
-- name: get-all-blogs
-- Fetch all fields for every blog in the database.
select * from blogs;
Any other SQL comments you make between the name definition and your code will
be used a the python documentation string for the generated method.
You can use help()
in the Python REPL to view these comments while using python.
Python 3 … on Linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import aiosql
>>> queries = aiosql.from_path("blogs.sql", "sqlite3")
>>> help(queries.get_all_blogs)
Help on method get_all_blogs in module aiosql.queries:
get_all_blogs(conn, *args, **kwargs) method of aiosql.queries.Queries instance
Fetch all fields for every blog in the database.
Named Parameters
Named parameters :param
are accepted by all supported drivers and taken
from Python named parameters passed to the query.
In addition, simple attributes can be referenced with the .
-syntax.
-- name: with-params^
select length(:name), :x.real + x.imaj;
Then the generated function expects two named parameters:
res = queries.with_params(name="Calvin", x=(1+1j))
# => (6, 2.0)
Parameters Declarations
Query parameters names may be declared in parentheses just after the method name.
-- name: search(title, published)
select title from blogs where title LIKE :title and published = :published;
When declared they are checked, raising errors when parameters are unused or undeclared.
Operators
This section describes the usage of various query operator symbols that you can annotate query names with in order to direct how aiosql will execute and return results.
No Operator (Default)
In the above Query Names section the get-all-blogs
name is written without any trailing operators.
-- name: get-all-blogs
The lack of an explicit operator tells aiosql to execute the query and
to return all the results.
In the case of get-all-blogs
that means a select
statement will be
executed and all the resulting rows will be returned.
When writing your application you will often need to perform other operations
besides select
, like insert
, delete
, and perhaps bulk operations.
The operators detailed in the next sections let you declare in your SQL code
how that query should be executed by a Python database driver.
^
Select One
The ^
operator executes a query and returns the first row of a result set.
When there are no rows in the result set it returns None
.
This is useful when you know there should be one, and exactly one result from your query.
As an example, if you have a unique constraint on the username
field in your
users
table which makes it impossible for two users to share the same username,
you could use ^
to direct aiosql to select a single user rather than a list of
rows of length 1.
-- name: get-by-username^
select userid,
username,
firstname,
lastname
from users
where username = :username;
When used from Python this query will either return None
or the singular selected row.
queries.get_user_by_username(conn, username="willvaughn")
# => (1, "willvaughn", "William Vaughn") or None
$
Select Value
The $
operator will execute the query, and only return the first value of the first row
of a result set. If there are no rows in the result set it returns None
.
This is implemented by returing the first element of the tuple returned by cur.fetchone()
from the underlying driver.
This is mostly useful for queries returning IDs, COUNTs or other aggregates.
-- name: get-count$
select count(*) as cnt from users;
When used from Python:
queries.get_count(conn)
# => 3 or None
!
Insert/Update/Delete
The !
operator executes SQL without returning any results.
It is meant for statements that use insert
, update
, and delete
to make
modifications to database rows without a necessary return value.
-- name: new-blog!
insert into blogs (userid, title, content)
values (:userid, :title, :contents);
delete from blogs where blogid = :blogid;
The methods generated are:
def new_blog(conn, userid: int, title: str, content: str) -> int:
pass
def remove_blog(conn, blogid: int) -> int:
pass
Each can be called to alter the database, and returns the number of affected rows if available.
Note that some SQL databases allow to return a relation after insert
,
update
or delete
by using a returning
clause.
For such queries the result is a relation like a select
, so the same operators
apply:
-- name: publish-new-blog$
insert into blogs (userid, title, content)
values (:userid, :title, :contents)
returning blogid;
blogid = queries.publish_new_blog(conn, userid=1, title="AioSQL New Features", content="…")
<!
Insert/Update/Delete Implicit Returning
When performing a modification of rows, or adding new rows, sometimes it is
necessary to return values using the returning
clause where available,
as described above.
When using old versions of SQLite this special operator will return the id of
the inserted row using
`cur.lastrowid
<https://docs.python.org/3/library/sqlite3.html#sqlite3.Cursor.lastrowid>`__.
As recent version of SQLite do support the returning
clause, simply forget
about this, use the clause explicitely and treat the whole command as a standard
select with the empty operator (relation), or ^
(tuple), or $
(scalar).
-- name: publish-a-blog<!
insert into blogs(userid, title, content)
values (:userid, :title, :content);
Executing this query in python will return the blogid
of the inserted row.
blogid = queries.publish_a_blog(conn, userid=1, title="Hi", content="blah blah.")
*!
Insert/Update/Delete Many
The *!
operator directs aiosql to execute a SQL statement over all items of a given sequence.
Under the hood this calls the executemany
method of many database drivers.
See sqlite3 Cursor.executemany
for an example.
In aiosql we can use this for a bulk publish method that operates over a list of blog entries.
-- name: bulk-publish*!
-- Insert many blogs at once
insert into blogs (userid, title, content, published)
values (:userid, :title, :contents, :published);
queries = aiosql.from_path("blogs.sql", "psycopg2")
blogs = [
{"userid": 1, "title": "First Blog", "content": "...", published: datetime(2018, 1, 1)},
{"userid": 1, "title": "Next Blog", "content": "...", published: datetime(2018, 1, 2)},
{"userid": 2, "title": "Hey, Hey!", "content": "...", published: datetime(2018, 7, 28)},
]
queries.bulk_publish(conn, blogs)
The methods returns the number of affected rows, if available.
#
Execute Scripts
Using this operarator will execute sql statements as a script.
You can’t do variable substitution with the #
operator.
An example usecase is using data definition statements like create table in order to setup a database.
-- name: create-table-blogs#
CREATE TABLE IF NOT EXISTS blogs(
blogid SERIAL PRIMARY KEY,
userid INTEGER NOT NULL REFERENCES users,
title TEXT NOT NULL,
content TEXT NOT NULL,
published DATE NOT NULL DEFAULT CURRENT_DATE
);
queries = aiosql.from_path("create_schema.sql", "sqlite3")
queries.create_table_blogs(conn)