{"id":2818,"date":"2025-02-17T15:18:18","date_gmt":"2025-02-17T07:18:18","guid":{"rendered":"https:\/\/usei.cn\/?p=2818"},"modified":"2025-02-17T21:54:54","modified_gmt":"2025-02-17T13:54:54","slug":"milvus-%e5%ae%89%e8%a3%85%e4%bd%bf%e7%94%a8","status":"publish","type":"post","link":"https:\/\/usei.cn\/index.php\/2025\/02\/17\/milvus-%e5%ae%89%e8%a3%85%e4%bd%bf%e7%94%a8\/","title":{"rendered":"Milvus\u00a0 \u5b89\u88c5\u4f7f\u7528"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u4e00.\u4ecb\u7ecd<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">1.1 \u6bd4\u8f83<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u6570\u636e\u5e93<\/td><td>Milvus<\/td><td><\/td><\/tr><tr><td><\/td><td><\/td><td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u5b98\u7f51\uff1a<a href=\"https:\/\/milvus.io\/\">https:\/\/milvus.io\/<\/a><\/p>\n\n\n\n<p>\u4ed3\u5e93\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/milvus-io\">https:\/\/github.com\/milvus-io<\/a><\/p>\n\n\n\n<p>\u4e2d\u6587\u6587\u6863\uff1a<a href=\"https:\/\/milvus.io\/docs\/zh\/quickstart.md\">https:\/\/milvus.io\/docs\/zh\/quickstart.md<\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e8c.\u5b89\u88c5<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">2.1 docker-compose \u5b89\u88c5<\/h2>\n\n\n\n<p><a href=\"https:\/\/github.com\/milvus-io\/milvus\/releases\/download\/v2.5.4\/milvus-standalone-docker-compose.yml\">milvus-standalone-docker-compose.yml<\/a><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>version: '3.5'\n\nservices:\n  etcd:\n    container_name: milvus-etcd\n    image: quay.io\/coreos\/etcd:v3.5.16\n    environment:\n      - ETCD_AUTO_COMPACTION_MODE=revision\n      - ETCD_AUTO_COMPACTION_RETENTION=1000\n      - ETCD_QUOTA_BACKEND_BYTES=4294967296\n      - ETCD_SNAPSHOT_COUNT=50000\n    volumes:\n      - ${DOCKER_VOLUME_DIRECTORY:-.}\/volumes\/etcd:\/etcd\n    command: etcd -advertise-client-urls=http:\/\/127.0.0.1:2379 -listen-client-urls http:\/\/0.0.0.0:2379 --data-dir \/etcd\n    healthcheck:\n      test: &#91;\"CMD\", \"etcdctl\", \"endpoint\", \"health\"]\n      interval: 30s\n      timeout: 20s\n      retries: 3\n\n  minio:\n    container_name: milvus-minio\n    image: minio\/minio:RELEASE.2023-03-20T20-16-18Z\n    environment:\n      MINIO_ACCESS_KEY: minioadmin\n      MINIO_SECRET_KEY: minioadmin\n    ports:\n      - \"9001:9001\"\n      - \"9000:9000\"\n    volumes:\n      - ${DOCKER_VOLUME_DIRECTORY:-.}\/volumes\/minio:\/minio_data\n    command: minio server \/minio_data --console-address \":9001\"\n    healthcheck:\n      test: &#91;\"CMD\", \"curl\", \"-f\", \"http:\/\/localhost:9000\/minio\/health\/live\"]\n      interval: 30s\n      timeout: 20s\n      retries: 3\n\n  standalone:\n    container_name: milvus-standalone\n    image: milvusdb\/milvus:v2.5.3\n    command: &#91;\"milvus\", \"run\", \"standalone\"]\n    security_opt:\n    - seccomp:unconfined\n    environment:\n      ETCD_ENDPOINTS: etcd:2379\n      MINIO_ADDRESS: minio:9000\n    volumes:\n      - ${DOCKER_VOLUME_DIRECTORY:-.}\/volumes\/milvus:\/var\/lib\/milvus\n    healthcheck:\n      test: &#91;\"CMD\", \"curl\", \"-f\", \"http:\/\/localhost:9091\/healthz\"]\n      interval: 30s\n      start_period: 90s\n      timeout: 20s\n      retries: 3\n    ports:\n      - \"19530:19530\"\n      - \"9091:9091\"\n    depends_on:\n      - \"etcd\"\n      - \"minio\"\n\nnetworks:\n  default:\n    name: milvus<\/code><\/pre>\n\n\n\n<p>yml \u6587\u4ef6\u4e2d\u4fee\u6539\uff0c\u4e0d\u7136\u8fde\u4e0d\u4e0aetcd<br><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>etcd -advertise-client-urls=http:\/\/127.0.0.1:2379 \netcd -advertise-client-urls=http:\/\/etcd:2379<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>milvus-etcd<\/strong>\u5bb9\u5668\u4e0d\u5411\u4e3b\u673a\u66b4\u9732\u4efb\u4f55\u7aef\u53e3\uff0c\u5e76\u5c06\u5176\u6570\u636e\u6620\u5c04\u5230\u5f53\u524d\u6587\u4ef6\u5939\u4e2d\u7684<strong>volumes\/etcd<\/strong>\u3002<\/li>\n\n\n\n<li><strong>milvus-minio<\/strong>\u5bb9\u5668\u4f7f\u7528\u9ed8\u8ba4\u8eab\u4efd\u9a8c\u8bc1\u51ed\u636e\u5728\u672c\u5730\u4e3a\u7aef\u53e3<strong>9090<\/strong>\u548c<strong>9091<\/strong>\u63d0\u4f9b\u670d\u52a1\uff0c\u5e76\u5c06\u5176\u6570\u636e\u6620\u5c04\u5230\u5f53\u524d\u6587\u4ef6\u5939\u4e2d\u7684<strong>volumes\/minio<\/strong>\u3002<\/li>\n\n\n\n<li><strong>Milvus-standalone<\/strong>\u5bb9\u5668\u4f7f\u7528\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u672c\u5730<strong>19530<\/strong>\u7aef\u53e3\u63d0\u4f9b\u670d\u52a1\uff0c\u5e76\u5c06\u5176\u6570\u636e\u6620\u5c04\u5230\u5f53\u524d\u6587\u4ef6\u5939\u4e2d\u7684<strong>volumes\/milvus<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/usei.cn\/wp-content\/uploads\/2025\/02\/1739776976163.png\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/usei.cn\/wp-content\/uploads\/2025\/02\/1739776976163-1024x429.png'><img class=\"lazyload lazyload-style-3\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"429\" data-original=\"https:\/\/usei.cn\/wp-content\/uploads\/2025\/02\/1739776976163-1024x429.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-2828\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/a><\/figure>\n\n\n\n<p>\u6574\u4e2a\u670d\u52a1\u5305\u542b\u4e09\u4e2a\u670d\u52a1 milvus-etcd, milvus-minio, milvus-standalone<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2.2 milvus-standalone \u5355\u673a\u7248<\/h2>\n\n\n\n<p>\u7aef\u53e3\uff1a19530   9091<\/p>\n\n\n\n<p><a href=\"http:\/\/localhost:9091\/healthz\">http:\/\/localhost:9091\/healthz<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2.3 etcd<\/h2>\n\n\n\n<p>\u7528\u6765\u5b58\u50a8\u5143\u6570\u636e<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2.4 minio<\/h2>\n\n\n\n<p>\u5b58\u50a8\u5411\u91cf\u6570\u636e\u548c\u7d22\u5f15\u6570\u636e<\/p>\n\n\n\n<p>\u7ba1\u7406\u7aef\uff1ahttp:\/\/localhost:9001\/login  \uff08\u5bc6\u7801\u5728docker-compose \u6587\u4ef6\u4e2d\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2.2 \u5173\u8054\u754c\u9762 attu<\/h2>\n\n\n\n<p>\u5b98\u7f51\uff1a<a href=\"https:\/\/github.com\/zilliztech\/attu\" target=\"_blank\" rel=\"noreferrer noopener\">github.com\/zilliztech\/attu<\/a><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Attu \u7248\u672c\u9700\u8981\u548cmilvus\u7684\u7248\u672c\u5339\u914d<\/mark><\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>docker pull zilliz\/attu:v2.5.3<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/usei.cn\/wp-content\/uploads\/2025\/02\/image.png\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/usei.cn\/wp-content\/uploads\/2025\/02\/image-1024x517.png'><img class=\"lazyload lazyload-style-3\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"517\" data-original=\"https:\/\/usei.cn\/wp-content\/uploads\/2025\/02\/image-1024x517.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-2834\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/a><\/figure>\n\n\n\n<p>\u4ee5\u4e0a\u7a0b\u5e8fattu\u65e0\u6cd5\u8fde\u63a5\u5230milvus  \u6240\u4ee5\u5168\u90e8\u6574\u548c\u5230\u4e00\u4e2a\u7f51\u7edc\u4e2d<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>version: '3.5'\n\nservices:\n  etcd:\n    container_name: milvus-etcd\n    image: quay.io\/coreos\/etcd:v3.5.16\n    environment:\n      - ETCD_AUTO_COMPACTION_MODE=revision\n      - ETCD_AUTO_COMPACTION_RETENTION=1000\n      - ETCD_QUOTA_BACKEND_BYTES=4294967296\n      - ETCD_SNAPSHOT_COUNT=50000\n    volumes:\n      - ${DOCKER_VOLUME_DIRECTORY:-.}\/volumes\/etcd:\/etcd\n    command: etcd -advertise-client-urls=http:\/\/etcd:2379 -listen-client-urls http:\/\/0.0.0.0:2379 --data-dir \/etcd\n    healthcheck:\n      test: &#91;\"CMD\", \"etcdctl\", \"endpoint\", \"health\"]\n      interval: 30s\n      timeout: 20s\n      retries: 3\n\n  minio:\n    container_name: milvus-minio\n    image: minio\/minio:RELEASE.2023-03-20T20-16-18Z\n    environment:\n      MINIO_ACCESS_KEY: minioadmin\n      MINIO_SECRET_KEY: minioadmin\n    ports:\n      - \"9001:9001\"\n      - \"9000:9000\"\n    volumes:\n      - ${DOCKER_VOLUME_DIRECTORY:-.}\/volumes\/minio:\/minio_data\n    command: minio server \/minio_data --console-address \":9001\"\n    healthcheck:\n      test: &#91;\"CMD\", \"curl\", \"-f\", \"http:\/\/localhost:9000\/minio\/health\/live\"]\n      interval: 30s\n      timeout: 20s\n      retries: 3\n\n  standalone:\n    container_name: milvus-standalone\n    image: milvusdb\/milvus:v2.5.4\n    command: &#91;\"milvus\", \"run\", \"standalone\"]\n    security_opt:\n    - seccomp:unconfined\n    environment:\n      ETCD_ENDPOINTS: etcd:2379\n      MINIO_ADDRESS: minio:9000\n    volumes:\n      - ${DOCKER_VOLUME_DIRECTORY:-.}\/volumes\/milvus:\/var\/lib\/milvus\n    healthcheck:\n      test: &#91;\"CMD\", \"curl\", \"-f\", \"http:\/\/localhost:9091\/healthz\"]\n      interval: 30s\n      start_period: 90s\n      timeout: 20s\n      retries: 3\n    ports:\n      - \"19530:19530\"\n      - \"9091:9091\"\n    depends_on:\n      - \"etcd\"\n      - \"minio\"\n\n  attu:\n    container_name: milvus-attu\n    image: zilliz\/attu:v2.5.2\n    environment:\n      MILVUS_URL: milvus-standalone:19530\n    ports:\n      - \"3000:3000\"\n    depends_on:\n      - \"standalone\"\n\nnetworks:\n  default:\n    name: milvus<\/code><\/pre>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e09.\u4f7f\u7528<\/h1>\n\n\n\n<p>Java SDK<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&lt;dependency>\n    &lt;groupId>io.milvus&lt;\/groupId>\n    &lt;artifactId>milvus-sdk-java&lt;\/artifactId>\n    &lt;version>2.5.3&lt;\/version>\n&lt;\/dependency>\n\nhttps:&#47;&#47;milvus.io\/docs\/zh\/manage_databases.md<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00.\u4ecb\u7ecd 1.1 \u6bd4\u8f83 \u6570\u636e\u5e93 Milvus \u5b98\u7f51\uff1ahttps:\/\/milvus.io\/ \u4ed3\u5e93\u5730\u5740\uff1ahttps [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-2818","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/posts\/2818","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/comments?post=2818"}],"version-history":[{"count":29,"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/posts\/2818\/revisions"}],"predecessor-version":[{"id":2859,"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/posts\/2818\/revisions\/2859"}],"wp:attachment":[{"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/media?parent=2818"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/categories?post=2818"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/usei.cn\/index.php\/wp-json\/wp\/v2\/tags?post=2818"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}