Files
neon/test_runner/performance/test_perf_pgvector_queries.py
Tristan Partin 5bd8e2363a Enable all pyupgrade checks in ruff
This will help to keep us from using deprecated Python features going
forward.

Signed-off-by: Tristan Partin <tristan@neon.tech>
2024-10-08 14:32:26 -05:00

27 lines
1.2 KiB
Python

from __future__ import annotations
import pytest
from fixtures.compare_fixtures import PgCompare
from performance.test_perf_pgbench import PgBenchLoadType, get_durations_matrix, run_test_pgbench
# The following test runs on an existing database that has pgvector extension installed
# and a table with 1 million embedding vectors loaded and indexed with HNSW.
#
# Run this pgbench tests against an existing remote Postgres cluster with the necessary setup.
@pytest.mark.parametrize("duration", get_durations_matrix())
@pytest.mark.remote_cluster
def test_pgbench_remote_pgvector_hnsw(remote_compare: PgCompare, duration: int):
run_test_pgbench(remote_compare, 1, duration, PgBenchLoadType.PGVECTOR_HNSW)
# The following test runs on an existing database that has pgvector extension installed
# and a table with 1 million embedding vectors loaded and indexed with halfvec.
#
# Run this pgbench tests against an existing remote Postgres cluster with the necessary setup.
@pytest.mark.parametrize("duration", get_durations_matrix())
@pytest.mark.remote_cluster
def test_pgbench_remote_pgvector_halfvec(remote_compare: PgCompare, duration: int):
run_test_pgbench(remote_compare, 1, duration, PgBenchLoadType.PGVECTOR_HALFVEC)