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Optimize test common function (#18061)

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Signed-off-by: Binbin Lv <binbin.lv@zilliz.com>
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binbin 2022-07-05 15:28:20 +08:00 committed by GitHub
parent 63230f0280
commit d1d5efa1a5
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1 changed files with 9 additions and 2 deletions
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11
tests/python_client/common/common_func.py
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@ -386,11 +386,18 @@ def gen_invaild_search_params_type():
def gen_search_param(index_type, metric_type="L2"):
search_params = []
if index_type in ["FLAT", "IVF_FLAT", "IVF_SQ8", "IVF_SQ8H", "IVF_PQ"] \
or index_type in ["BIN_FLAT", "BIN_IVF_FLAT"]:
if index_type in ["FLAT", "IVF_FLAT", "IVF_SQ8", "IVF_SQ8H", "IVF_PQ"]:
for nprobe in [64, 128]:
ivf_search_params = {"metric_type": metric_type, "params": {"nprobe": nprobe}}
search_params.append(ivf_search_params)
elif index_type in ["BIN_FLAT", "BIN_IVF_FLAT"]:
if metric_type not in ct.binary_metrics:
log.error("Metric type error: binary index only supports distance type in (%s)" % ct.binary_metrics)
# default metric type for binary index
metric_type = "JACCARD"
for nprobe in [64, 128]:
binary_search_params = {"metric_type": metric_type, "params": {"nprobe": nprobe}}
search_params.append(binary_search_params)
elif index_type in ["HNSW", "RHNSW_FLAT", "RHNSW_PQ", "RHNSW_SQ"]:
for ef in [64, 32768]:
hnsw_search_param = {"metric_type": metric_type, "params": {"ef": ef}}