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CLI fix for GPU index #485

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Merged
merged 3 commits into from
Mar 14, 2025
Merged

CLI fix for GPU index #485

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277df91
Support GPU_BRUTE_FORCE index for Milvus
Feb 21, 2025
2bbe654
MilvusGPUBruteForceTypedDict addition
Mar 13, 2025
58411cf
Merge remote-tracking branch 'parent/main'
Rachit-Chaudhary11 Mar 13, 2025
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30 changes: 30 additions & 0 deletions vectordb_bench/backend/clients/milvus/cli.py
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Original file line number Diff line number Diff line change
Expand Up @@ -214,6 +214,36 @@ def MilvusGPUBruteForce(**parameters: Unpack[MilvusGPUBruteForceTypedDict]):
**parameters,
)

class MilvusGPUBruteForceTypedDict(CommonTypedDict, MilvusTypedDict):
metric_type: Annotated[
str,
click.option("--metric-type", type=str, required=True, help="Metric type for brute force search"),
]
limit: Annotated[
int,
click.option("--limit", type=int, required=True, help="Top-k limit for search"),
]

@cli.command()
@click_parameter_decorators_from_typed_dict(MilvusGPUBruteForceTypedDict)
def MilvusGPUBruteForce(**parameters: Unpack[MilvusGPUBruteForceTypedDict]):
from .config import GPUBruteForceConfig, MilvusConfig

run(
db=DBTYPE,
db_config=MilvusConfig(
db_label=parameters["db_label"],
uri=SecretStr(parameters["uri"]),
user=parameters["user_name"],
password=SecretStr(parameters["password"]),
),
db_case_config=GPUBruteForceConfig(
metric_type=parameters["metric_type"],
limit=parameters["limit"], # top-k for search
),
**parameters,
)


class MilvusGPUIVFPQTypedDict(
CommonTypedDict,
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