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elprans avatar elprans commented on August 25, 2024 2

IMHO, dedicated executemany method would simplify API. It is easier to write

await conn.executemany('...', data)

than the whole loop. If this was implemented at Cython level, wouldn't it be faster as well?

No, high-level APIs in asyncpg are not Cythoned, and even if they were, the perf difference would be minimal.

I hope you do not mind, I will repeat the question from my first comment - are the rows iterated in the loop sent one by one or are the statements batched?

There is no such thing as batching, psycopg2 does the same row-by-row statement execution.

That said, event loop overhead needs to be benchmarked for this case. If it turns out to be significant, we will look into implementing the executemany method.

Meanwhile you can create a helper method using the loop technique mentioned above.

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wrobell avatar wrobell commented on August 25, 2024

According to https://magic.io/blog/asyncpg-1m-rows-from-postgres-to-python/ asyncpg supports arrays and composite types, so I can imagine that determining semantics of value in con.excute(query, value) can be tricky.

However, it would be good to have at least executemany method, so

for row in data:
    await con.execute(query, *row)

can be executed as

await con.executemany(query, data)

where data could be any iterable.

BTW. How con.execute(query, *row) executed multiple times works exactly? Does it send each statement one by one over network or are multiple rows bundled into a batch?

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wrobell avatar wrobell commented on August 25, 2024

Also, looking at http://initd.org/psycopg/docs/usage.html

# Pass data to fill a query placeholders and let Psycopg perform
# the correct conversion (no more SQL injections!)
>>> cur.execute("INSERT INTO test (num, data) VALUES (%s, %s)",
...      (100, "abc'def"))

so asyncpg connection execute method seems to be incompatible with DB-API?

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wrobell avatar wrobell commented on August 25, 2024

What about changing execute method signature to

    async def execute(self, query: str, *args, data=None, timeout: float=None) -> str:

If args is non-empty then raise deprecation warning. If both args and data are specified, then raise TypeErrror. After few asyncpg versions, the args positional parameters could be removed.

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elprans avatar elprans commented on August 25, 2024

asyncpg explicitly supports prepared statements, so there is no need for a dedicated executemany method. Simply iterate over a loop, calling the prepared statement:

ps = await conn.prepare('INSERT INTO test(num, data) VALUES($1, $2)')
for row in data:
   await ps.fetchval(*row)

Or, since the statements are prepared by default, you can use even simpler form:

for row in data:
    await conn.execute('INSERT INTO test(num, data) VALUES($1, $2)', *row)

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wrobell avatar wrobell commented on August 25, 2024

IMHO, dedicated executemany method would simplify API. It is easier to write

await conn.executemany('...', data)

than the whole loop. If this was implemented at Cython level, wouldn't it be faster as well?

I hope you do not mind, I will repeat the question from my first comment - are the rows iterated in the loop sent one by one or are the statements batched?

from asyncpg.

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