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Some optimizations for search #188

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Some optimizations for search #188

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4 changes: 2 additions & 2 deletions engine/base_client/search.py
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Original file line number Diff line number Diff line change
Expand Up @@ -60,6 +60,7 @@ def search_all(
):
parallel = self.search_params.get("parallel", 1)
top = self.search_params.get("top", None)
queries = [q for q in queries] # Preload query vectors into memory

# setup_search may require initialized client
self.init_client(
Expand Down Expand Up @@ -87,8 +88,7 @@ def search_all(
self.search_params,
),
) as pool:
if parallel > 10:
time.sleep(15) # Wait for all processes to start
time.sleep(15) # Wait for all processes to start
start = time.perf_counter()
precisions, latencies = list(
zip(*pool.imap_unordered(search_one, iterable=tqdm.tqdm(queries)))
Expand Down
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