failed to install vectordbbench follow the guide #281

gaowayne · 2024-02-29T06:20:41Z

please see below error during install

[root@cassiopeia VectorDBBench]# pip install vectordb-bench
Collecting vectordb-bench
  Using cached vectordb_bench-0.0.6-py3-none-any.whl.metadata (22 kB)
Requirement already satisfied: pytz in /usr/local/lib/python3.11/site-packages (from vectordb-bench) (2023.3)
Collecting streamlit-autorefresh (from vectordb-bench)
  Using cached streamlit_autorefresh-1.0.1-py3-none-any.whl.metadata (436 bytes)
Collecting streamlit>=1.23.0 (from vectordb-bench)
  Using cached streamlit-1.31.1-py2.py3-none-any.whl.metadata (8.1 kB)
Collecting streamlit-extras (from vectordb-bench)
  Using cached streamlit_extras-0.4.0-py3-none-any.whl.metadata (3.8 kB)
Requirement already satisfied: tqdm in /usr/local/lib/python3.11/site-packages (from vectordb-bench) (4.66.2)
Collecting s3fs (from vectordb-bench)
  Using cached s3fs-2024.2.0-py3-none-any.whl.metadata (1.6 kB)
Collecting oss2 (from vectordb-bench)
  Using cached oss2-2.18.4-py3-none-any.whl
Requirement already satisfied: psutil in /usr/local/lib64/python3.11/site-packages (from vectordb-bench) (5.9.5)
Collecting polars (from vectordb-bench)
  Using cached polars-0.20.11-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (15 kB)
Collecting plotly (from vectordb-bench)
  Using cached plotly-5.19.0-py3-none-any.whl.metadata (7.0 kB)
Collecting environs (from vectordb-bench)
  Using cached environs-10.3.0-py3-none-any.whl.metadata (13 kB)
Collecting pydantic<v2 (from vectordb-bench)
  Using cached pydantic-1.10.14-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (150 kB)
Collecting scikit-learn (from vectordb-bench)
  Using cached scikit_learn-1.4.1.post1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (11 kB)
Collecting pymilvus (from vectordb-bench)
  Using cached pymilvus-2.3.6-py3-none-any.whl.metadata (4.4 kB)
Requirement already satisfied: typing-extensions>=4.2.0 in /usr/local/lib/python3.11/site-packages (from pydantic<v2->vectordb-bench) (4.10.0)
Collecting altair<6,>=4.0 (from streamlit>=1.23.0->vectordb-bench)
  Using cached altair-5.2.0-py3-none-any.whl.metadata (8.7 kB)
Collecting blinker<2,>=1.0.0 (from streamlit>=1.23.0->vectordb-bench)
  Using cached blinker-1.7.0-py3-none-any.whl.metadata (1.9 kB)
Collecting cachetools<6,>=4.0 (from streamlit>=1.23.0->vectordb-bench)
  Using cached cachetools-5.3.3-py3-none-any.whl.metadata (5.3 kB)
Collecting click<9,>=7.0 (from streamlit>=1.23.0->vectordb-bench)
  Using cached click-8.1.7-py3-none-any.whl.metadata (3.0 kB)
Collecting importlib-metadata<8,>=1.4 (from streamlit>=1.23.0->vectordb-bench)
  Using cached importlib_metadata-7.0.1-py3-none-any.whl.metadata (4.9 kB)
Requirement already satisfied: numpy<2,>=1.19.3 in /usr/local/lib64/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (1.25.2)
Requirement already satisfied: packaging<24,>=16.8 in /usr/local/lib/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (23.1)
Requirement already satisfied: pandas<3,>=1.3.0 in /usr/local/lib64/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (2.0.3)
Requirement already satisfied: pillow<11,>=7.1.0 in /usr/local/lib64/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (10.0.0)
Requirement already satisfied: protobuf<5,>=3.20 in /usr/local/lib64/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (4.23.1)
Collecting pyarrow>=7.0 (from streamlit>=1.23.0->vectordb-bench)
  Using cached pyarrow-15.0.0-cp311-cp311-manylinux_2_28_x86_64.whl.metadata (3.0 kB)
Requirement already satisfied: python-dateutil<3,>=2.7.3 in /usr/lib/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (2.8.2)
Requirement already satisfied: requests<3,>=2.27 in /usr/lib/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (2.28.1)
Requirement already satisfied: rich<14,>=10.14.0 in /usr/local/lib/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (13.5.2)
Requirement already satisfied: tenacity<9,>=8.1.0 in /usr/local/lib/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (8.2.3)
Requirement already satisfied: toml<2,>=0.10.1 in /usr/local/lib/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (0.10.2)
Requirement already satisfied: tzlocal<6,>=1.1 in /usr/local/lib/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (5.2)
Requirement already satisfied: validators<1,>=0.2 in /usr/local/lib/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (0.22.0)
Collecting gitpython!=3.1.19,<4,>=3.0.7 (from streamlit>=1.23.0->vectordb-bench)
  Using cached GitPython-3.1.42-py3-none-any.whl.metadata (12 kB)
Collecting pydeck<1,>=0.8.0b4 (from streamlit>=1.23.0->vectordb-bench)
  Using cached pydeck-0.8.1b0-py2.py3-none-any.whl.metadata (3.9 kB)
Requirement already satisfied: tornado<7,>=6.0.3 in /usr/local/lib64/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (6.3.2)
Requirement already satisfied: watchdog>=2.1.5 in /usr/local/lib/python3.11/site-packages (from streamlit>=1.23.0->vectordb-bench) (4.0.0)
Collecting marshmallow>=3.0.0 (from environs->vectordb-bench)
  Using cached marshmallow-3.21.0-py3-none-any.whl.metadata (7.2 kB)
Collecting python-dotenv (from environs->vectordb-bench)
  Using cached python_dotenv-1.0.1-py3-none-any.whl.metadata (23 kB)
Requirement already satisfied: crcmod>=1.7 in /usr/local/lib64/python3.11/site-packages (from oss2->vectordb-bench) (1.7)
Requirement already satisfied: pycryptodome>=3.4.7 in /usr/local/lib64/python3.11/site-packages (from oss2->vectordb-bench) (3.18.0)
Collecting aliyun-python-sdk-kms>=2.4.1 (from oss2->vectordb-bench)
  Using cached aliyun_python_sdk_kms-2.16.2-py2.py3-none-any.whl.metadata (1.5 kB)
Collecting aliyun-python-sdk-core>=2.13.12 (from oss2->vectordb-bench)
  Using cached aliyun_python_sdk_core-2.14.0-py3-none-any.whl
Requirement already satisfied: six in /usr/lib/python3.11/site-packages (from oss2->vectordb-bench) (1.16.0)
Collecting setuptools>=67 (from pymilvus->vectordb-bench)
  Using cached setuptools-69.1.1-py3-none-any.whl.metadata (6.2 kB)
Requirement already satisfied: grpcio<=1.60.0,>=1.49.1 in /usr/local/lib64/python3.11/site-packages (from pymilvus->vectordb-bench) (1.54.2)
Collecting environs (from vectordb-bench)
  Using cached environs-9.5.0-py2.py3-none-any.whl.metadata (14 kB)
Requirement already satisfied: ujson>=2.0.0 in /usr/local/lib64/python3.11/site-packages (from pymilvus->vectordb-bench) (5.9.0)
Collecting minio>=7.0.0 (from pymilvus->vectordb-bench)
  Using cached minio-7.2.4-py3-none-any.whl.metadata (6.4 kB)
Collecting aiobotocore<3.0.0,>=2.5.4 (from s3fs->vectordb-bench)
  Using cached aiobotocore-2.12.0-py3-none-any.whl.metadata (21 kB)
Collecting fsspec==2024.2.0 (from s3fs->vectordb-bench)
  Using cached fsspec-2024.2.0-py3-none-any.whl.metadata (6.8 kB)
Requirement already satisfied: aiohttp!=4.0.0a0,!=4.0.0a1 in /usr/local/lib64/python3.11/site-packages (from s3fs->vectordb-bench) (3.9.3)
Requirement already satisfied: scipy>=1.6.0 in /usr/local/lib64/python3.11/site-packages (from scikit-learn->vectordb-bench) (1.11.1)
Collecting joblib>=1.2.0 (from scikit-learn->vectordb-bench)
  Using cached joblib-1.3.2-py3-none-any.whl.metadata (5.4 kB)
Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.11/site-packages (from scikit-learn->vectordb-bench) (3.3.0)
Collecting entrypoints>=0.4 (from streamlit-extras->vectordb-bench)
  Using cached entrypoints-0.4-py3-none-any.whl.metadata (2.6 kB)
Collecting htbuilder>=0.6.2 (from streamlit-extras->vectordb-bench)
  Using cached htbuilder-0.6.2-py3-none-any.whl.metadata (5.9 kB)
Collecting markdownlit>=0.0.5 (from streamlit-extras->vectordb-bench)
  Using cached markdownlit-0.0.7-py3-none-any.whl.metadata (14 kB)
Requirement already satisfied: prometheus-client>=0.14.0 in /usr/local/lib/python3.11/site-packages (from streamlit-extras->vectordb-bench) (0.17.1)
Collecting st-annotated-text>=3.0.0 (from streamlit-extras->vectordb-bench)
  Using cached st_annotated_text-4.0.1-py3-none-any.whl.metadata (2.2 kB)
Collecting streamlit-camera-input-live>=0.2.0 (from streamlit-extras->vectordb-bench)
  Using cached streamlit_camera_input_live-0.2.0-py3-none-any.whl.metadata (1.5 kB)
Collecting streamlit-card>=0.0.4 (from streamlit-extras->vectordb-bench)
  Using cached streamlit_card-1.0.0-py3-none-any.whl.metadata (4.0 kB)
Collecting streamlit-embedcode>=0.1.2 (from streamlit-extras->vectordb-bench)
  Using cached streamlit_embedcode-0.1.2-py3-none-any.whl.metadata (414 bytes)
Collecting streamlit-faker>=0.0.2 (from streamlit-extras->vectordb-bench)
  Using cached streamlit_faker-0.0.3-py3-none-any.whl.metadata (2.0 kB)
Collecting streamlit-image-coordinates<0.2.0,>=0.1.1 (from streamlit-extras->vectordb-bench)
  Using cached streamlit_image_coordinates-0.1.6-py3-none-any.whl.metadata (2.0 kB)
Collecting streamlit-keyup>=0.1.9 (from streamlit-extras->vectordb-bench)
  Using cached streamlit_keyup-0.2.3-py3-none-any.whl.metadata (2.0 kB)
Collecting streamlit-toggle-switch>=1.0.2 (from streamlit-extras->vectordb-bench)
  Using cached streamlit_toggle_switch-1.0.2-py3-none-any.whl.metadata (395 bytes)
Collecting streamlit-vertical-slider>=2.5.5 (from streamlit-extras->vectordb-bench)
  Using cached streamlit_vertical_slider-2.5.5-py3-none-any.whl.metadata (2.2 kB)
Collecting botocore<1.34.52,>=1.34.41 (from aiobotocore<3.0.0,>=2.5.4->s3fs->vectordb-bench)
  Using cached botocore-1.34.51-py3-none-any.whl.metadata (5.7 kB)
Requirement already satisfied: wrapt<2.0.0,>=1.10.10 in /usr/local/lib64/python3.11/site-packages (from aiobotocore<3.0.0,>=2.5.4->s3fs->vectordb-bench) (1.16.0)
Collecting aioitertools<1.0.0,>=0.5.1 (from aiobotocore<3.0.0,>=2.5.4->s3fs->vectordb-bench)
  Using cached aioitertools-0.11.0-py3-none-any.whl.metadata (3.3 kB)
Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.11/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->vectordb-bench) (1.3.1)
Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.11/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->vectordb-bench) (23.1.0)
Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib64/python3.11/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->vectordb-bench) (1.4.1)
Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib64/python3.11/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->vectordb-bench) (6.0.5)
Requirement already satisfied: yarl<2.0,>=1.0 in /usr/local/lib64/python3.11/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->vectordb-bench) (1.9.4)
Collecting jmespath<1.0.0,>=0.9.3 (from aliyun-python-sdk-core>=2.13.12->oss2->vectordb-bench)
  Using cached jmespath-0.10.0-py2.py3-none-any.whl.metadata (8.0 kB)
Collecting cryptography>=2.6.0 (from aliyun-python-sdk-core>=2.13.12->oss2->vectordb-bench)
  Using cached cryptography-42.0.5-cp39-abi3-manylinux_2_28_x86_64.whl.metadata (5.3 kB)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/site-packages (from altair<6,>=4.0->streamlit>=1.23.0->vectordb-bench) (3.1.2)
Requirement already satisfied: jsonschema>=3.0 in /usr/local/lib/python3.11/site-packages (from altair<6,>=4.0->streamlit>=1.23.0->vectordb-bench) (4.18.6)
Requirement already satisfied: toolz in /usr/local/lib/python3.11/site-packages (from altair<6,>=4.0->streamlit>=1.23.0->vectordb-bench) (0.12.1)
Collecting gitdb<5,>=4.0.1 (from gitpython!=3.1.19,<4,>=3.0.7->streamlit>=1.23.0->vectordb-bench)
  Using cached gitdb-4.0.11-py3-none-any.whl.metadata (1.2 kB)
Collecting more-itertools (from htbuilder>=0.6.2->streamlit-extras->vectordb-bench)
  Using cached more_itertools-10.2.0-py3-none-any.whl.metadata (34 kB)
Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.11/site-packages (from importlib-metadata<8,>=1.4->streamlit>=1.23.0->vectordb-bench) (3.17.0)
Collecting markdown (from markdownlit>=0.0.5->streamlit-extras->vectordb-bench)
  Using cached Markdown-3.5.2-py3-none-any.whl.metadata (7.0 kB)
Collecting lxml (from markdownlit>=0.0.5->streamlit-extras->vectordb-bench)
  Using cached lxml-5.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.5 kB)
Collecting favicon (from markdownlit>=0.0.5->streamlit-extras->vectordb-bench)
  Using cached favicon-0.7.0-py2.py3-none-any.whl (5.9 kB)
Collecting pymdown-extensions (from markdownlit>=0.0.5->streamlit-extras->vectordb-bench)
  Using cached pymdown_extensions-10.7-py3-none-any.whl.metadata (3.0 kB)
Collecting certifi (from minio>=7.0.0->pymilvus->vectordb-bench)
  Using cached certifi-2024.2.2-py3-none-any.whl.metadata (2.2 kB)
Requirement already satisfied: urllib3 in /usr/lib/python3.11/site-packages (from minio>=7.0.0->pymilvus->vectordb-bench) (1.26.18)
Requirement already satisfied: argon2-cffi in /usr/local/lib/python3.11/site-packages (from minio>=7.0.0->pymilvus->vectordb-bench) (21.3.0)
Requirement already satisfied: tzdata>=2022.1 in /usr/local/lib/python3.11/site-packages (from pandas<3,>=1.3.0->streamlit>=1.23.0->vectordb-bench) (2023.3)
Requirement already satisfied: charset-normalizer<3,>=2 in /usr/lib/python3.11/site-packages (from requests<3,>=2.27->streamlit>=1.23.0->vectordb-bench) (2.1.0)
Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3.11/site-packages (from requests<3,>=2.27->streamlit>=1.23.0->vectordb-bench) (3.3)
Requirement already satisfied: markdown-it-py>=2.2.0 in /usr/local/lib/python3.11/site-packages (from rich<14,>=10.14.0->streamlit>=1.23.0->vectordb-bench) (3.0.0)
Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /usr/local/lib/python3.11/site-packages (from rich<14,>=10.14.0->streamlit>=1.23.0->vectordb-bench) (2.15.1)
Collecting faker (from streamlit-faker>=0.0.2->streamlit-extras->vectordb-bench)
  Using cached Faker-23.3.0-py3-none-any.whl.metadata (15 kB)
Requirement already satisfied: matplotlib in /usr/local/lib64/python3.11/site-packages (from streamlit-faker>=0.0.2->streamlit-extras->vectordb-bench) (3.7.2)
Requirement already satisfied: cffi>=1.12 in /usr/lib64/python3.11/site-packages (from cryptography>=2.6.0->aliyun-python-sdk-core>=2.13.12->oss2->vectordb-bench) (1.15.1)
Requirement already satisfied: smmap<6,>=3.0.1 in /usr/local/lib/python3.11/site-packages (from gitdb<5,>=4.0.1->gitpython!=3.1.19,<4,>=3.0.7->streamlit>=1.23.0->vectordb-bench) (5.0.1)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib64/python3.11/site-packages (from jinja2->altair<6,>=4.0->streamlit>=1.23.0->vectordb-bench) (2.1.3)
Requirement already satisfied: jsonschema-specifications>=2023.03.6 in /usr/local/lib/python3.11/site-packages (from jsonschema>=3.0->altair<6,>=4.0->streamlit>=1.23.0->vectordb-bench) (2023.7.1)
Requirement already satisfied: referencing>=0.28.4 in /usr/local/lib/python3.11/site-packages (from jsonschema>=3.0->altair<6,>=4.0->streamlit>=1.23.0->vectordb-bench) (0.30.1)
Requirement already satisfied: rpds-py>=0.7.1 in /usr/local/lib64/python3.11/site-packages (from jsonschema>=3.0->altair<6,>=4.0->streamlit>=1.23.0->vectordb-bench) (0.9.2)
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Requirement already satisfied: beautifulsoup4>=4.7.0 in /usr/local/lib/python3.11/site-packages (from favicon->markdownlit>=0.0.5->streamlit-extras->vectordb-bench) (4.12.2)
Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib64/python3.11/site-packages (from matplotlib->streamlit-faker>=0.0.2->streamlit-extras->vectordb-bench) (1.1.0)
Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.11/site-packages (from matplotlib->streamlit-faker>=0.0.2->streamlit-extras->vectordb-bench) (0.11.0)
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Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib64/python3.11/site-packages (from matplotlib->streamlit-faker>=0.0.2->streamlit-extras->vectordb-bench) (1.4.4)
Requirement already satisfied: pyparsing<3.1,>=2.3.1 in /usr/lib/python3.11/site-packages (from matplotlib->streamlit-faker>=0.0.2->streamlit-extras->vectordb-bench) (3.0.9)
Requirement already satisfied: pyyaml in /usr/local/lib64/python3.11/site-packages (from pymdown-extensions->markdownlit>=0.0.5->streamlit-extras->vectordb-bench) (6.0)
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Requirement already satisfied: pycparser in /usr/lib/python3.11/site-packages (from cffi>=1.12->cryptography>=2.6.0->aliyun-python-sdk-core>=2.13.12->oss2->vectordb-bench) (2.20)
Requirement already satisfied: ply==3.11 in /usr/lib/python3.11/site-packages (from pycparser->cffi>=1.12->cryptography>=2.6.0->aliyun-python-sdk-core>=2.13.12->oss2->vectordb-bench) (3.11)
Using cached vectordb_bench-0.0.6-py3-none-any.whl (105 kB)
Using cached pydantic-1.10.14-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.1 MB)
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Installing collected packages: setuptools, python-dotenv, pydantic, pyarrow, polars, plotly, more-itertools, marshmallow, markdown, lxml, joblib, jmespath, importlib-metadata, gitdb, fsspec, entrypoints, click, certifi, cachetools, blinker, aioitertools, scikit-learn, pymdown-extensions, pydeck, htbuilder, gitpython, favicon, faker, environs, botocore, st-annotated-text, cryptography, aiobotocore, s3fs, altair, aliyun-python-sdk-core, streamlit, minio, aliyun-python-sdk-kms, streamlit-vertical-slider, streamlit-toggle-switch, streamlit-keyup, streamlit-image-coordinates, streamlit-embedcode, streamlit-card, streamlit-camera-input-live, streamlit-autorefresh, pymilvus, oss2, streamlit-faker, markdownlit, streamlit-extras, vectordb-bench
  Attempting uninstall: setuptools
    Found existing installation: setuptools 62.6.0
ERROR: Cannot uninstall setuptools 62.6.0, RECORD file not found. Hint: The package was installed by rpm.

as we can see I did not install setuptools

[root@cassiopeia VectorDBBench]# rpm -e setuptools
error: package setuptools is not installed
[root@cassiopeia VectorDBBench]#

The text was updated successfully, but these errors were encountered:

alwayslove2013 · 2024-02-29T07:35:34Z

@gaowayne maybe you can try it first

pip install --ignore-installed setuptools

gaowayne · 2024-02-29T12:24:40Z

@gaowayne maybe you can try it first
pip install --ignore-installed setuptools 

man how can I make it point to my nvme device during run vectordb, could you please suggest which test can stress NVMe write and read most? :)

gaowayne · 2024-02-29T13:08:40Z

I got GUI start, but when I run Milvus, it shows below exception.

pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530. Timeout)>
2024-02-29 21:03:57,013 | INFO: [3/3] start case: {'label': <CaseLabel.Performance: 2>, 'dataset': {'data': {'name': 'LAION', 'size': 100000000, 'dim': 768, 'metric_type': <MetricType.L2: 'L2'>}}, 'db': 'Milvus'}, drop_old=True (interface.py:167) (939711)
2024-02-29 21:04:27,016 | WARNING: pre run case error: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530. Timeout)> (task_runner.py:92) (939711)
2024-02-29 21:04:27,016 | WARNING: [3/3] case {'label': <CaseLabel.Performance: 2>, 'dataset': {'data': {'name': 'LAION', 'size': 100000000, 'dim': 768, 'metric_type': <MetricType.L2: 'L2'>}}, 'db': 'Milvus'} failed to run, reason=<MilvusException: (code=2, message=Fail connecting to server on localhost:19530. Timeout)> (interface.py:187) (939711)
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/interface.py", line 168, in _async_task_v2
    case_res.metrics = runner.run(drop_old)
                       ^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 96, in run
    self._pre_run(drop_old)
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 93, in _pre_run
    raise e from None
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 86, in _pre_run
    self.init_db(drop_old)
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 77, in init_db
    self.db = db_cls(
              ^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/clients/milvus/milvus.py", line 43, in __init__
    connections.connect(**self.db_config, timeout=30)
  File "/usr/local/lib/python3.11/site-packages/pymilvus/orm/connections.py", line 414, in connect
    connect_milvus(**kwargs, user=user, password=password, token=token, db_name=db_name)
  File "/usr/local/lib/python3.11/site-packages/pymilvus/orm/connections.py", line 365, in connect_milvus
    gh._wait_for_channel_ready(timeout=timeout)
  File "/usr/local/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py", line 146, in _wait_for_channel_ready
    raise MilvusException(
pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530. Timeout)>
2024-02-29 21:04:27,019 | INFO |Task summary: run_id=77945, task_label=2024022921 (models.py:285)
2024-02-29 21:04:27,019 | INFO |DB     | db_label case                label      | load_dur    qps        latency(p99)    recall        max_load_count | label (models.py:285)
2024-02-29 21:04:27,019 | INFO |------ | -------- ------------------- ---------- | ----------- ---------- --------------- ------------- -------------- | ----- (models.py:285)
2024-02-29 21:04:27,019 | INFO |Milvus |          Performance768D100M 2024022921 | 0.0         0.0        0.0             0.0           0              | x     (models.py:285)
2024-02-29 21:04:27,019 | INFO |Milvus |          Performance1536D5M  2024022921 | 0.0         0.0        0.0             0.0           0              | x     (models.py:285)
2024-02-29 21:04:27,019 | INFO |Milvus |          CapacityDim960      2024022921 | 0.0         0.0        0.0             0.0           0              | x     (models.py:285)
2024-02-29 21:04:27,020 | INFO: write results to disk /usr/local/lib/python3.11/site-packages/vectordb_bench/results/Milvus/result_20240229_2024022921_milvus.json (models.py:143) (939711)
2024-02-29 21:04:27,022 | INFO: Succes to finish task: label=2024022921, run_id=77945d9529244d75b77c784a3e6a46f0 (interface.py:207) (939711)
2024-02-29 21:06:38,230 | INFO: generated uuid for the tasks: fe4bb641681a4899a2598c48fdee9497 (interface.py:69) (939332)
2024-02-29 21:06:38,234 | INFO | DB             | CaseType     Dataset               Filter | task_label (task_runner.py:288)
2024-02-29 21:06:38,234 | INFO | -----------    | ------------ -------------------- ------- | -------    (task_runner.py:288)
2024-02-29 21:06:38,234 | INFO | Milvus-test1   | Load         GIST-SMALL-100K         None | 2024022921 (task_runner.py:288)
2024-02-29 21:06:38,234 | INFO | Milvus-test1   | Performance  OpenAI-LARGE-5M         None | 2024022921 (task_runner.py:288)
2024-02-29 21:06:38,234 | INFO | Milvus-test1   | Performance  LAION-LARGE-100M        None | 2024022921 (task_runner.py:288)
2024-02-29 21:06:38,234 | INFO: task submitted: id=fe4bb641681a4899a2598c48fdee9497, 2024022921, case number: 3 (interface.py:235) (939332)
2024-02-29 21:06:39,156 | INFO: [1/3] start case: {'label': <CaseLabel.Load: 1>, 'dataset': {'data': {'name': 'GIST', 'size': 100000, 'dim': 960, 'metric_type': <MetricType.L2: 'L2'>}}, 'db': 'Milvus-test1'}, drop_old=True (interface.py:167) (939903)
2024-02-29 21:07:09,514 | WARNING: pre run case error: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530. Timeout)> (task_runner.py:92) (939903)
2024-02-29 21:07:09,514 | WARNING: [1/3] case {'label': <CaseLabel.Load: 1>, 'dataset': {'data': {'name': 'GIST', 'size': 100000, 'dim': 960, 'metric_type': <MetricType.L2: 'L2'>}}, 'db': 'Milvus-test1'} failed to run, reason=<MilvusException: (code=2, message=Fail connecting to server on localhost:19530. Timeout)> (interface.py:187) (939903)
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/interface.py", line 168, in _async_task_v2
    case_res.metrics = runner.run(drop_old)
                       ^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 96, in run
    self._pre_run(drop_old)
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 93, in _pre_run
    raise e from None
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 86, in _pre_run
    self.init_db(drop_old)
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 77, in init_db
    self.db = db_cls(
              ^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/clients/milvus/milvus.py", line 43, in __init__
    connections.connect(**self.db_config, timeout=30)
  File "/usr/local/lib/python3.11/site-packages/pymilvus/orm/connections.py", line 414, in connect
    connect_milvus(**kwargs, user=user, password=password, token=token, db_name=db_name)
  File "/usr/local/lib/python3.11/site-packages/pymilvus/orm/connections.py", line 365, in connect_milvus
    gh._wait_for_channel_ready(timeout=timeout)
  File "/usr/local/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py", line 146, in _wait_for_channel_ready
    raise MilvusException(
pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530. Timeout)>

alwayslove2013 · 2024-03-01T03:25:22Z

@gaowayne seems that the milvus service is not being deployed correctly.

FYI, https://milvus.io/docs/install_standalone-docker.md

gaowayne · 2024-03-01T03:55:37Z

@gaowayne seems that the milvus service is not being deployed correctly.

FYI, https://milvus.io/docs/install_standalone-docker.md

thank you so much man. if I would like to make Milvus use another nvme ssd, which can I control this? I saw vectordb storage engine actually is ectd + minio. :)
is there any other vectorDB that is single node single application? :)

gaowayne · 2024-03-01T04:06:06Z

@gaowayne seems that the milvus service is not being deployed correctly.
FYI, https://milvus.io/docs/install_standalone-docker.md

thank you so much man. if I would like to make Milvus use another nvme ssd, which can I control this? I saw vectordb storage engine actually is ectd + minio. :) is there any other vectorDB that is single node single application? :)

I got it, it just use the drive we start milvus docker. :) it is OK. I already run this. maybe I know if I would like give NVMe SSD more pressure, what I can tune, I saw NVMe is pretty idle now.

alwayslove2013 · 2024-03-01T06:31:52Z

@XuanYang-cn Could you help it?

if I would like to make Milvus use another nvme ssd, which can I control this? I saw vectordb storage engine actually is ectd + minio. :) is there any other vectorDB that is single node single application? :)

gaowayne · 2024-03-02T08:36:25Z

guys, what is reason below error, I already make milvus run well and hello example runs OK with my container setup
but I still suffer this error

2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-083-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-083-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-084-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-084-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-085-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-085-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-086-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-086-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-087-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-087-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-088-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-088-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-089-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-089-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-090-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-090-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-091-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-091-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-092-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-092-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-093-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-093-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-094-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-094-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-095-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-095-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-096-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-096-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-097-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-097-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,089 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-098-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-098-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,090 | INFO: local file: /mnt/nvme5n1/vectordb/dataset/laion/laion_large_100m/train-099-of-100.parquet not match with remote: assets.zilliz.com/benchmark/laion_large_100m/train-099-of-100.parquet; add to downloading list (data_source.py:136) (1166455)
2024-03-02 09:34:25,090 | INFO: Start to downloading files, total count: 102 (data_source.py:142) (1166455)
  0%|                                                                                                                                                                                                                             | 0/102 [00:00<?, ?it/s]
2024-03-02 09:34:25,300 | WARNING: pre run case error: The specified key does not exist. (task_runner.py:92) (1166455)
2024-03-02 09:34:25,301 | WARNING: [1/1] case {'label': <CaseLabel.Performance: 2>, 'dataset': {'data': {'name': 'LAION', 'size': 100000000, 'dim': 768, 'metric_type': <MetricType.L2: 'L2'>}}, 'db': 'Milvus-test6'} failed to run, reason=The specified key does not exist. (interface.py:187) (1166455)
Traceback (most recent call last):

  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 96, in run
    self._pre_run(drop_old)
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 93, in _pre_run
    raise e from None
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/task_runner.py", line 87, in _pre_run
    self.ca.dataset.prepare(self.dataset_source)
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/dataset.py", line 202, in prepare
    source.reader().read(
  File "/usr/local/lib/python3.11/site-packages/vectordb_bench/backend/data_source.py", line 145, in read
    self.fs.download(s3_file, local_ds_root.as_posix())
  File "/usr/local/lib/python3.11/site-packages/fsspec/spec.py", line 1534, in download
    return self.get(rpath, lpath, recursive=recursive, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/fsspec/asyn.py", line 118, in wrapper
    return sync(self.loop, func, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/fsspec/asyn.py", line 103, in sync
    raise return_result
  File "/usr/local/lib/python3.11/site-packages/fsspec/asyn.py", line 56, in _runner
    result[0] = await coro
                ^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/fsspec/asyn.py", line 650, in _get
    return await _run_coros_in_chunks(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/fsspec/asyn.py", line 254, in _run_coros_in_chunks
    await asyncio.gather(*chunk, return_exceptions=return_exceptions),
    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib64/python3.11/asyncio/tasks.py", line 452, in wait_for
    return await fut
           ^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/fsspec/callbacks.py", line 81, in func
    return await fn(path1, path2, callback=child, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/s3fs/core.py", line 1224, in _get_file
    body, content_length = await _open_file(range=0)
                           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/s3fs/core.py", line 1215, in _open_file
    resp = await self._call_s3(
           ^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/s3fs/core.py", line 348, in _call_s3
    return await _error_wrapper(
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/s3fs/core.py", line 140, in _error_wrapper
    raise err
FileNotFoundError: The specified key does not exist.
2024-03-02 09:34:25,303 | INFO |Task summary: run_id=6f628, task_label=2024030209 (models.py:285)
2024-03-02 09:34:25,303 | INFO |DB     | db_label case                label      | load_dur    qps        latency(p99)    recall        max_load_count | label (models.py:285)
2024-03-02 09:34:25,303 | INFO |------ | -------- ------------------- ---------- | ----------- ---------- --------------- ------------- -------------- | ----- (models.py:285)
2024-03-02 09:34:25,303 | INFO |Milvus | test6    Performance768D100M 2024030209 | 0.0         0.0        0.0             0.0           0              | x     (models.py:285)
2024-03-02 09:34:25,303 | WARNING: Replacing existing result with the same file_name: /usr/local/lib/python3.11/site-packages/vectordb_bench/results/Milvus/result_20240302_2024030209_milvus.json (models.py:139) (1166455)
2024-03-02 09:34:25,303 | INFO: write results to disk /usr/local/lib/python3.11/site-packages/vectordb_bench/results/Milvus/result_20240302_2024030209_milvus.json (models.py:143) (1166455)
2024-03-02 09:34:25,304 | INFO: Succes to finish task: label=2024030209, run_id=6f6282a032124975a2aeae99156be307 (interface.py:207) (1166455)

XuanYang-cn · 2024-03-05T09:16:35Z

same as: #275, should be fixed by #287
The fixes will be released at 0.0.7 milestone

XuanYang-cn · 2024-03-13T09:57:15Z

0.0.7 released, should be fixed

alwayslove2013 assigned XuanYang-cn Feb 29, 2024

XuanYang-cn added the bug Something isn't working label Mar 5, 2024

XuanYang-cn added this to the 0.0.7 milestone Mar 5, 2024

XuanYang-cn closed this as completed Mar 13, 2024

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failed to install vectordbbench follow the guide #281

failed to install vectordbbench follow the guide #281

gaowayne commented Feb 29, 2024

alwayslove2013 commented Feb 29, 2024 •

edited

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gaowayne commented Feb 29, 2024

gaowayne commented Feb 29, 2024

alwayslove2013 commented Mar 1, 2024

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gaowayne commented Mar 1, 2024

alwayslove2013 commented Mar 1, 2024

gaowayne commented Mar 2, 2024

XuanYang-cn commented Mar 5, 2024

XuanYang-cn commented Mar 13, 2024

failed to install vectordbbench follow the guide #281

failed to install vectordbbench follow the guide #281

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gaowayne commented Feb 29, 2024

alwayslove2013 commented Feb 29, 2024 • edited Loading

gaowayne commented Feb 29, 2024

gaowayne commented Feb 29, 2024

alwayslove2013 commented Mar 1, 2024

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alwayslove2013 commented Mar 1, 2024

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XuanYang-cn commented Mar 5, 2024

XuanYang-cn commented Mar 13, 2024

alwayslove2013 commented Feb 29, 2024 •

edited

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