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Native hybrid search case modification #363

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Merged
Teingi merged 3 commits into from
Mar 18, 2026
Merged

Native hybrid search case modification #363

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0c53b48
pyobvector dependencies
Ripcord55 Mar 18, 2026
3b8a4f2
hybrid_search repair
Ripcord55 Mar 18, 2026
ac9fe9a
Merge branch 'oceanbase:main' into main
Ripcord55 Mar 18, 2026
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13 changes: 9 additions & 4 deletions tests/regression/test_native_hybrid_search.py
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Original file line number Diff line number Diff line change
Expand Up @@ -380,14 +380,19 @@ def test_tc009_large_data_search(self):
# Step 4: Test native hybrid search performance (enabled)
log_info("\n[Step 4] Testing native hybrid search performance (enabled)...")
start = time.time()
for i in range(50):
for i in range(30):
results_native = memory.search(query="user", user_id=user_id, limit=10)
native_time = time.time() - start

assert results_native is not None, "Native search should return results"
native_count = len(results_native.get('results', []))
log_info(f"✓ Native hybrid search: {native_time:.3f}s for 50 queries, {native_count} results")
log_info(f"✓ Native hybrid search: {native_time:.3f}s for 30 queries, {native_count} results")

# Wait for background update operations to complete before next test phase
log_info("\n[Step 4.5] Waiting for background operations to settle...")
time.sleep(30)
log_info("✓ Background operations settled")

# Step 5: Test application-level hybrid search (disabled)
log_info("\n[Step 5] Testing application-level hybrid search (disabled)...")
config_app = auto_config()
Expand All @@ -400,13 +405,13 @@ def test_tc009_large_data_search(self):
memory_app = Memory(config=config_app)

start = time.time()
for i in range(50):
for i in range(30):
results_app = memory_app.search(query="user", limit=10)
app_time = time.time() - start

assert results_app is not None, "Application-level search should return results"
app_count = len(results_app.get('results', []))
log_info(f"✓ Application-level hybrid search: {app_time:.3f}s for 50 queries, {app_count} results")
log_info(f"✓ Application-level hybrid search: {app_time:.3f}s for 30 queries, {app_count} results")

# Step 6: Compare performance
log_info("\n[Step 6] Performance comparison:")
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