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* feat(vectordb): add OceanBase HNSW quantization (HNSW_SQ/HNSW_BQ) (#6348) Support OceanBase vector index quantization via VECTOR_VQ_LEVEL: - 32 (default): hnsw + inner_product - 8: hnsw_sq + inner_product (2-3x memory savings) - 1: hnsw_bq + cosine (~15x memory savings) HNSW_BQ requires cosine distance per OceanBase docs. Tested on OceanBase 4.3.5.5 (BP5). Closes #6202 * feat: add test inclusion for vectorDB tests in vitest configuration (#6358) * feat: add test inclusion for vectorDB tests in vitest configuration * refactor: update vectorDB README and setup for environment configuration - Enhanced README to clarify the use of factory pattern for vectorDB integration tests. - Updated instructions for setting up environment variables from a local file. - Removed obsolete PG integration test file and adjusted test execution instructions. - Improved structure explanation for shared test data and factory functions. * perf: integrationTest * feat: vector integration --------- Co-authored-by: ZHANG Yixin <hi.yixinz@gmail.com> Co-authored-by: Jingchao <alswlx@gmail.com>
37 lines
1.5 KiB
Plaintext
37 lines
1.5 KiB
Plaintext
vectorDB:
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image: ${{oceanbase.image}}:${{oceanbase.tag}}
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container_name: ob
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restart: always
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# ports: # 生产环境建议不要暴露
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# - 2881:2881
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networks:
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- fastgpt
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environment:
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# 这里的配置只有首次运行生效。修改后，重启镜像是不会生效的。需要把持久化数据删除再重启，才有效果
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- OB_SYS_PASSWORD=obsyspassword
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# 不同于传统数据库，OceanBase 数据库的账号包含更多字段，包括用户名、租户名和集群名。经典格式为"用户名@租户名#集群名"
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# 比如用mysql客户端连接时，根据本文件的默认配置，应该指定 "-uroot@tenantname"
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- OB_TENANT_NAME=tenantname
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- OB_TENANT_PASSWORD=tenantpassword
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# MODE分为MINI和NORMAL， 后者会最大程度使用主机资源
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- MODE=MINI
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- OB_SERVER_IP=127.0.0.1
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# 更多环境变量配置见oceanbase官方文档： https://www.oceanbase.com/docs/common-oceanbase-database-cn-1000000002013494
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volumes:
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- ./ob/data:/root/ob
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- ./ob/config:/root/.obd/cluster
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configs:
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- source: init_sql
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target: /root/boot/init.d/init.sql
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healthcheck:
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# obclient -h127.0.0.1 -P2881 -uroot@tenantname -ptenantpassword -e "SELECT 1;"
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test:
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[
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"CMD-SHELL",
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'obclient -h$${OB_SERVER_IP} -P2881 -uroot@$${OB_TENANT_NAME} -p$${OB_TENANT_PASSWORD} -e "SELECT 1;"',
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]
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interval: 30s
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timeout: 10s
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retries: 1000
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start_period: 10s
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