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68 changes: 65 additions & 3 deletions vectordb_bench/cli/cli.py
Original file line number Diff line number Diff line change
Expand Up @@ -192,6 +192,15 @@ def get_custom_case_config(parameters: dict) -> dict:
"dataset_with_size_type": parameters["dataset_with_size_type"],
"label_percentage": parameters["label_percentage"],
}
elif parameters["case_type"] == "StreamingPerformanceCase":
custom_case_config = {
"dataset_with_size_type": parameters["dataset_with_size_type"],
"insert_rate": parameters["streaming_insert_rate"],
"search_stages": parameters["streaming_search_stages"],
"concurrencies": parameters["streaming_concurrencies"],
"optimize_after_write": parameters["streaming_optimize_after_write"],
"read_dur_after_write": parameters["streaming_read_dur_after_write"],
}
return custom_case_config


Expand Down Expand Up @@ -439,9 +448,9 @@ class CommonTypedDict(TypedDict):
str,
click.option(
"--dataset-with-size-type",
help="Dataset with size type for NewIntFilterPerformanceCase/LabelFilterPerformanceCase, you can use "
"Medium Cohere (768dim, 1M)|Large Cohere (768dim, 10M)|Medium Bioasq (1024dim, 1M)|"
"Large Bioasq (1024dim, 10M)|Large OpenAI (1536dim, 5M)|Medium OpenAI (1536dim, 500K)",
help="Dataset with size type for StreamingPerformanceCase / NewIntFilterPerformanceCase / "
"LabelFilterPerformanceCase. Options include: Small Cohere, Medium Cohere (768dim, 1M), "
"Large Cohere (768dim, 10M), etc. Use 'vectordbbench list-datasets' to see all available options.",
default="Medium Cohere (768dim, 1M)",
show_default=True,
),
Expand All @@ -464,6 +473,59 @@ class CommonTypedDict(TypedDict):
show_default=True,
),
]
streaming_insert_rate: Annotated[
int,
click.option(
"--streaming-insert-rate",
type=int,
help="Fixed insertion rate (rows/s) for StreamingPerformanceCase, must be divisible by NUM_PER_BATCH",
default=500,
show_default=True,
),
]
streaming_search_stages: Annotated[
str,
click.option(
"--streaming-search-stages",
type=str,
help=(
"Search stages for StreamingPerformanceCase, "
"JSON list of floats (0<=stage<1.0), e.g. '[0.2, 0.5, 0.8]'"
),
default="[0.5, 0.8]",
show_default=True,
),
]
streaming_concurrencies: Annotated[
str,
click.option(
"--streaming-concurrencies",
type=str,
help="Concurrency levels for streaming search tests, JSON list of ints, e.g. '[5, 10, 20]'",
default="[5, 10]",
show_default=True,
),
]
streaming_optimize_after_write: Annotated[
bool,
click.option(
"--streaming-optimize-after-write/--no-streaming-optimize-after-write",
type=bool,
default=True,
help="Whether to optimize after inserting all data in streaming case",
show_default=True,
),
]
streaming_read_dur_after_write: Annotated[
int,
click.option(
"--streaming-read-dur-after-write",
type=int,
help="Search test duration (seconds) after inserting all data in streaming case",
default=30,
show_default=True,
),
]


class HNSWBaseTypedDict(TypedDict):
Expand Down
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