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string queries and ORDER BY clause
Hi there,
fist of all: big kudos for the module! Guys you've done an amazing piece of work here!
I have a problem or possibly a bug. postgres: When using parameterized text based query order by clause parameters are not working (are ignored)
My simplified query:
SELECT * FROM "sourceTable" WHERE 1=1 ORDER BY :orderBy DESC LIMIT :topn
then I use:
await database.fetch_all(query=QRY, values = {"orderBy": "startTime","topn":1}
and debug says:
DEBUG:databases:Query: SELECT * FROM "sourceTable" WHERE 1=1 ORDER BY $1 DESC LIMIT $2; Args: ('startTime', 1)
but results are not ordered at all.
One can provide a non-existing column and query is still execuded, e.g.,
DEBUG:databases:Query: SELECT * FROM "rfb_active_tests" WHERE 1=1 ORDER BY $1 LIMIT $2; Args: ('who_ate_the_cookies_from_the_cookie_jar ', 1)
and results are the same.
I've tried several approaches including ASC
or DESC
in the orderBy parameter itself or by providing a Tuple, but apparently none worked.
Unfortunately I have to use text SQL queries. Is it a bug or am I doing something wrong?
How shall I pass the order by parameters (REST param) to avoid e.g SQLInjections then?
Thanks
Hi,
Can you provide a minimal example where we can see what is the current output and what is the expected output?
It will be much easier and faster to help.
thank you for quick reply:
here is data table:
id | startTime | avgResult |
---|---|---|
zX2Rr0Vc1E | 2021-12-09 13:49:48.141000 | 6428932 |
DSN54vThdq | 2021-12-09 13:54:00.265000 | 7088159 |
GGUVUITrgU | 2021-12-09 14:11:46.921000 | 4661406 |
r3p8RVu3SB | 2021-12-10 11:27:43.446000 | 21975032.5 |
python:
QRY = """
SELECT id FROM sourcetable WHERE 1=1 ORDER BY :orderBy DESC LIMIT :topN;
"""
QRY_PARAM_DICT = {
"orderBy": '"startTime"',
"topN": 1
}
output = await database.fetch_all(query=QRY, values = QRY_PARAM_DICT)
debug:
DEBUG:databases:Query: SELECT id FROM sourcetable WHERE 1=1 ORDER BY $1 DESC LIMIT $2; Args: ('"startTime"', 1)
Result:
id = zX2Rr0Vc1E
id | startTime | avgResult |
---|---|---|
zX2Rr0Vc1E | 2021-12-09 13:49:48.141000 | 6428932 |
Expected result:
id = r3p8RVu3SB
id | startTime | avgResult |
---|---|---|
r3p8RVu3SB | 2021-12-10 11:27:43.446000 | 21975032.5 |
Sorry I forgot to ask, which database driver are you using?
psycopg2 (psycopg2-binary 2.9.3 to be more precise)
I'm not sure if it's really related to this issue, but Databases is supposed to be used with an async db driver like asyncpg
or aiopg
for PostgreSQL.
It might be related to #139. I know that in some cases when you pass parameters outside of columns scope (like where clause or order clause) databases passes all values to columns instead of splitting them by name etc.
I just tested that fix but that doesn't solve the issue.
Did you try to replicate the issue?
Meanwhile, I've tried with asyncpg
driver, but I observe same misbehavior.
yes, that fails on other drivers too, I've tried sqlite.
Ok, I see.
Looking on the bright side; at least it's replicable.
If there's a sql-injection-safe workaround that could be used, please let me know. thx
I think this is the behaviour of bindparams
in SQLAlchemy, which is correct. Databases uses bindparams to set query parameters. An example from SQLAlchemy:
stmt = text("SELECT id, name FROM user WHERE name=:name "
"AND timestamp=:timestamp")
stmt = stmt.bindparams(name='jack',
timestamp=datetime.datetime(2012, 10, 8, 15, 12, 5))
The bindparams does not set columns, it sets column properties. I thought about passing literal columns instead, something like this:
from sqlalchemy.sql import literal_column
result = await db.fetch_all("SELECT * FROM foo ORDER BY :c", values={"c": literal_column('bar')})
But the aiosqliue doesn't handle that, and that's I think expected.
As a workaround you might be able to get SQLAlchemy query expressions to do this, I know it's not always the case:
from sqlalchemy import select
stmt = select(X).order_by(x)
result = await db.fetch_all(stmt)
What do you think?
Thanks @aminalaee,
I've tried the sqlalchemy select approach.
Even though it produces a list of databases.backends.postgres.Record
objects, but when I try to read the data from it or convert it using either dict(onerecord)
or {**onerecord}
I get KeyError
e.g.,
File .... site-packages/databases/backends/postgres.py", line 139, in __getitem__
idx, datatype = self._column_map[key]
KeyError: 'id'
(id is column name in query)
---- EDIT ----- Oh I see, with sqlalchemy than I need to implement the ORM based approach. Unfortunately this is not applicable here.