From d49fbbad3e19bfe52af70b960c519f5c1bccfe11 Mon Sep 17 00:00:00 2001 From: xgc Date: Tue, 21 May 2024 11:41:49 +0800 Subject: [PATCH] =?UTF-8?q?=E6=9B=B4=E6=96=B0=20README?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.cn.md | 355 ++++++++++++++++++++++++++++++++++++++++---- logo/MilvusPlus.jpg | Bin 0 -> 104965 bytes 2 files changed, 330 insertions(+), 25 deletions(-) create mode 100644 logo/MilvusPlus.jpg diff --git a/README.cn.md b/README.cn.md index c7c1b36..15c8f08 100644 --- a/README.cn.md +++ b/README.cn.md @@ -1,20 +1,20 @@ -# MilvusPlus:向量数据库增强操作库 -MilvusPlus 是一个功能强大的 Java 库,旨在简化与 Milvus 向量数据库的交互,为开发者提供类似 MyBatis-Plus 注解和方法调用风格的直观 API。 +# MilvusPlus:向量数据库增强操作库 -## 目录 +## 项目简介 -1. [特性](#特性) -2. [快速开始](#快速开始) -3. [应用场景](#应用场景) -4. [自定义注解](#自定义注解) -5. [索引与度量类型详解](#索引与度量类型详解) -6. [使用案例](#使用案例) -7. [贡献](#贡献) -8. [许可证](#许可证) -9. [联系](#联系) +![MilvusPlus](./logo/MilvusPlus.jpg) + +> 🔥🔥🔥[MilvusPlus](https://gitee.com/dromara/MilvusPlus)(简称 MP)是一个 [Milvus](https://milvus.io) 的操作工具,旨在简化与 Milvus 向量数据库的交互,为开发者提供类似 MyBatis-Plus 注解和方法调用风格的直观 API,提高效率而生。 ## 特性 +- **无侵入**:只做增强不做改变,引入它不会对现有工程产生影响,如丝般顺滑 +- **损耗小**:启动即会自动注入基本 CURD,性能基本无损耗,直接面向对象操作 +- **强大的 CRUD 操作**:通用 MilvusMapper,仅仅通过少量配置即可实现 CRUD 操作,更有强大的条件构造器,满足各类使用需求 +- **支持 Lambda 形式调用**:通过 Lambda 表达式,方便的编写各类查询条件,无需再担心字段写错 +- **支持主键自动生成**:完美解决主键问题 +- **支持自定义全局通用操作**:支持全局通用方法注入 + - **注解式配置**:采用与 MyBatis-Plus 类似的注解方式配置实体模型。 - **直观的 API**:直接的 API 设计简化数据库操作。 - **易于扩展**:核心设计注重可扩展性。 @@ -24,7 +24,7 @@ MilvusPlus 是一个功能强大的 Java 库,旨在简化与 Milvus 向量数 自定义扩展支持: -```xml +``` io.github.javpower milvus-plus-core @@ -32,10 +32,9 @@ MilvusPlus 是一个功能强大的 Java 库,旨在简化与 Milvus 向量数 ``` - Spring应用支持: -```xml +``` io.github.javpower milvus-plus-boot-starter @@ -45,7 +44,7 @@ Spring应用支持: Solon应用支持: -```xml +``` io.github.javpower milvus-plus-solon-plugin @@ -53,6 +52,23 @@ Solon应用支持: ``` +## 配置文件 + +``` +milvus: + uri: https://in03-a5357975ab80da7.api.gcp-us-west1.zillizcloud.com + token: x'x'x'x + enable: true + packages: + - io.github.javpower.milvus.demo.model +``` + +- `milvus`:定义了与Milvus服务相关的配置。 + - `uri`:Milvus服务的URI,应用程序通过这个URI与Milvus服务进行通信。 + - `token`:用于验证和授权的令牌(Token),确保访问Milvus服务的安全性。 + - `enable`:一个布尔值,用于指示Milvus模块是否应该被启用。 + - `packages`:这些包包含了自定义注解对应的Java类。 + ## 应用场景 - **相似性搜索**:快速检索与给定向量最相似的项。 @@ -61,12 +77,298 @@ Solon应用支持: - **自然语言处理**:将文本转换为向量并执行语义搜索。 - **生物信息学**:分析和比较生物序列,如蛋白质和基因组数据。 -## 自定义注解 +## 自定义注解详解 + +使用自定义注解自动化Milvus数据库集成,提供了以下显著优势: + +- **简化开发流程**:通过注解直接在代码中声明数据库结构,不用手动创建集合、属性、索引、分区,项目启动即自动构建,减少手动编写Milvus API调用的需要。 +- **提高开发效率**:注解驱动的方式使得数据库结构的创建和管理更加快捷,加快开发速度。 +- **增强代码可读性**:将数据库结构定义与业务逻辑代码紧密结合,提高代码的可读性和可维护性。 +- **减少错误**:自动化创建数据库结构减少了人为错误的可能性,提高了系统的稳定性。 +- **易于维护**:注解的使用使得数据库结构的变更更加集中和明确,便于后期维护和升级。 + +### @ExtraParam 注解 + +- **用途**:定义索引或其他自定义功能的额外参数。 +- **属性**: + - `key()`: 参数的键名。 + - `value()`: 参数的值。 + +### @MilvusCollection 注解 + +- **用途**:定义Milvus数据库中的集合。 +- **属性**: + - `name()`: 集合的名称。 + +### @MilvusField 注解 + +- **用途**:定义Milvus集合中的字段。 +- **属性**: + - `name()`: 字段名称,默认为Java字段名。 + - `dataType()`: 数据类型,默认为`FLOAT_VECTOR`。 + - `dimension()`: 向量维度,默认为-1。 + - `isPrimaryKey()`: 是否为主键,默认为false。 + - `autoID()`: 是否自动生成ID,默认为false。 + - `description()`: 字段描述,默认为空。 + - `elementType()`: 元素类型,默认为`None`。 + - `maxLength()`: 最大长度,默认为-1。 + - `maxCapacity()`: 最大容量,默认为-1。 + - `isPartitionKey()`: 是否为分区键,默认为false。 + +### @MilvusIndex 注解 + +- **用途**:定义Milvus集合中的索引。 +- **属性**: + - `indexType()`: 索引类型,默认为`FLAT`。 + - `metricType()`: 度量类型,默认为`L2`。 + - `indexName()`: 索引名称,默认为空。 + - `extraParams()`: 额外参数,使用`ExtraParam`注解定义。 + +### @MilvusPartition 注解 + +- **用途**:定义Milvus集合的分区。 +- **属性**: + - `name()`: 分区的名称数组。 + +通过这些注解,开发者可以轻松地定义和管理Milvus数据库的结构,实现项目启动时自动构建所需数据库结构的目标。 + +## CRUD模块介绍 + +CRUD模块是应用程序中用于处理数据的基本操作集合,即创建(Create)、读取(Read)、更新(Update)和删除(Delete)。在本模块中,我们通过抽象类`BaseMilvusMapper`封装了与Milvus数据库交互的CRUD操作,提供了一种类型安全且易于使用的接口。 + +### 抽象类`BaseMilvusMapper` + +`BaseMilvusMapper`是一个抽象类,它实现了`IAMService`接口,并定义了一系列用于操作Milvus数据库的方法。这个类是所有与Milvus数据库交互的Mapper类的基类。 + +### 抽象方法`getClient()` + +- **功能**:返回一个`MilvusClientV2`实例,用于与Milvus数据库进行通信。 + +### 方法`queryWrapper()` + +- **功能**:创建并返回一个`LambdaQueryWrapper`实例,用于构建查询操作。 + +### 方法`deleteWrapper()` + +- **功能**:创建并返回一个`LambdaDeleteWrapper`实例,用于构建删除操作。 + +### 方法`updateWrapper()` + +- **功能**:创建并返回一个`LambdaUpdateWrapper`实例,用于构建更新操作。 + +### 方法`insertWrapper()` + +- **功能**:创建并返回一个`LambdaInsertWrapper`实例,用于构建插入操作。 + +### 方法`getById(Serializable ... ids)` + +- **功能**:根据提供的ID列表查询数据。 +- **参数**:`ids` - 一个可序列化的ID列表。 +- **返回**:`MilvusResp>>` - 包含查询结果的响应。 + +### 方法`removeById(Serializable ... ids)` + +- **功能**:根据提供的ID列表删除数据。 +- **参数**:`ids` - 一个可序列化的ID列表。 +- **返回**:`MilvusResp` - 删除操作的响应。 + +### 方法`updateById(T ... entity)` + +- **功能**:根据提供的实体更新数据。 +- **参数**:`entity` - 一个实体对象列表。 +- **返回**:`MilvusResp` - 更新操作的响应。 + +### 方法`insert(T ... entity)` + +- **功能**:插入提供的实体到数据库。 +- **参数**:`entity` - 一个实体对象列表。 +- **返回**:`MilvusResp` - 插入操作的响应。 + +### 方法`lambda(Wrapper wrapper)` + +- **功能**:创建一个通用的构建器实例,用于不同类型的操作。 +- **参数**:`wrapper` - 一个构建器实例。 +- **返回**:`W` - 返回构建器实例。 + +### 流程说明 + +1. **获取客户端**:通过`getClient()`方法获取与Milvus数据库通信的客户端。 +2. **创建构建器**:使用`queryWrapper()`、`deleteWrapper()`、`updateWrapper()`、`insertWrapper()`方法创建相应的操作构建器。 +3. **执行操作**:使用构建器构建具体的CRUD操作,并执行。 +4. **获取集合名称**:通过实体类上的`@MilvusCollection`注解获取集合名称。 +5. **初始化构建器**:使用`lambda()`方法初始化构建器,设置集合名称、客户端、转换缓存和实体类型。 + +### 优势 + +- **类型安全**:通过泛型`T`确保操作的数据类型一致性。 +- **简化操作**:封装CRUD操作,简化代码编写和数据库交互。 +- **易于扩展**:抽象类设计使得扩展新的操作或自定义行为变得简单。 +- **注解驱动**:利用`@MilvusCollection`注解自动获取集合名称,减少硬编码。 + +通过`BaseMilvusMapper`类,开发者可以方便地实现与Milvus数据库的交互,提高开发效率并降低出错率。 + +## IAMService接口模块介绍 + +`IAMService`接口模块提供了一套完整的身份认证与访问管理(Identity and Access Management, IAM)功能,用于管理Milvus数据库中的角色、用户以及权限。该模块允许开发者通过简单的方法调用来执行用户和角色的创建、查询、删除、权限授予和撤销等操作。 + +### 方法`getClient()` + +- **功能**:获取`MilvusClientV2`实例,用于与Milvus服务进行通信。 + +### 默认方法`createRole(String roleName)` + +- **功能**:创建一个新的角色。 +- **参数**:`roleName` - 要创建的角色名称。 + +### 默认方法`createUser(String userName, String password)` + +- **功能**:创建一个新的用户。 +- **参数**: + - `userName` - 要创建的用户的名称。 + - `password` - 用户的密码。 + +### 默认方法`describeRole(String roleName)` + +- **功能**:获取指定角色的权限信息。 +- **参数**:`roleName` - 要查询的角色名称。 +- **返回**:`DescribeRoleResp` - 包含角色权限信息的对象。 + +### 默认方法`describeUser(String userName)` + +- **功能**:获取指定用户的详细信息。 +- **参数**:`userName` - 要查询的用户名称。 +- **返回**:`DescribeUserResp` - 包含用户详细信息的对象。 + +### 默认方法`dropRole(String roleName)` + +- **功能**:删除指定的自定义角色。 +- **参数**:`roleName` - 要删除的角色名称。 + +### 默认方法`dropUser(String userName)` + +- **功能**:删除指定的用户。 +- **参数**:`userName` - 要删除的用户名。 + +### 默认方法`grantPrivilege(String roleName, String objectType, String privilege, String objectName)` + +- **功能**:授予角色特定的权限。 +- **参数**: + - `roleName` - 要授予权限的角色名称。 + - `objectType` - 权限对象的类型。 + - `privilege` - 要授予的权限名称。 + - `objectName` - 权限适用的对象名称。 + +### 默认方法`grantRole(String roleName, String userName)` + +- **功能**:授予用户特定角色。 +- **参数**: + - `roleName` - 要授予给用户的角色名称。 + - `userName` - 已存在的用户名称。 + +### 默认方法`listRoles()` + +- **功能**:列出所有自定义角色。 +- **返回**:角色名称的列表。 + +### 默认方法`listUsers()` + +- **功能**:列出所有现有用户的用户名。 +- **返回**:用户名的列表。 + +### 默认方法`revokePrivilege(String roleName, String objectType, String privilege, String objectName, String databaseName)` + +- **功能**:撤销已分配给角色的权限。 +- **参数**: + - `roleName` - 要从中撤销权限的角色名称。 + - `objectType` - 权限对象的类型。 + - `privilege` - 要撤销的权限名称。 + - `objectName` - 要撤销权限的API名称。 + - `databaseName` - 可选的数据库名称。 + +### 默认方法`revokeRole(String roleName, String userName)` + +- **功能**:撤销用户的角色。 +- **参数**: + - `roleName` - 要撤销的角色名称。 + - `userName` - 现有用户的用户名。 + +### 默认方法`updatePassword(String userName, String password, String newPassword)` + +- **功能**:更新指定用户的密码。 +- **参数**: + - `userName` - 现有用户的用户名。 + - `password` - 用户当前的密码。 + - `newPassword` - 用户的新密码。 + +### 优势 + +- **简化管理**:通过统一的接口简化了用户和角色的管理。 +- **类型安全**:接口方法使用明确的参数类型,减少了错误。 +- **易于集成**:默认方法使得实现细节可以轻松集成到现有系统中。 +- **细粒度控制**:支持细粒度的权限控制,增强了安全性。 +- **异常处理**:方法中包含异常处理机制,确保了操作的稳定性。 + +`IAMService`接口模块是构建安全、可靠且易于管理的Milvus数据库访问控制系统的基础。 + +## 条件构造器 + +条件构造器模块是一个用于动态构建查询条件的抽象基类`ConditionBuilder`。它提供了一套丰富的方法来生成各种查询条件,从而简化数据库查询的构建过程。 + +### 功能概述 + +- **动态属性映射**:自动将实体对象的属性映射为查询条件。 +- **支持多种条件**:包括等于、不等于、大于、小于、范围、空值检查、IN条件、LIKE条件等。 +- **逻辑操作**:支持AND、OR和NOT逻辑操作,以构建复杂的查询条件。 +- **类型安全**:泛型`T`确保了条件构造过程中的类型安全。 +- **易于扩展**:抽象类设计允许开发者根据需要扩展更多条件构造功能。 + +### 主要方法 + +### `getPropertiesMap(T t)` + +- **功能**:将实体对象的属性及其值映射为Map。 + +### 基本条件方法 + +- `eq`、`ne`、`gt`、`ge`、`lt`、`le`:分别用于添加等于、不等于、大于、大于等于、小于、小于等于条件。 + +### 范围和空值检查 + +- `between`:添加范围条件。 +- `isNull`、`isNotNull`:添加空值检查条件。 + +### IN条件和LIKE条件 + +- `in`:添加IN条件,用于匹配字段值是否在给定的列表中。 +- `like`:添加LIKE条件,用于执行模式匹配查询。 + +### JSON和数组操作 + +- `jsonContains`、`jsonContainsAll`、`jsonContainsAny`:用于处理JSON字段的包含检查。 +- `arrayContains`、`arrayContainsAll`、`arrayContainsAny`:用于处理数组字段的包含检查。 +- `arrayLength`:检查数组字段的长度。 + +### 逻辑操作 + +- `and`、`or`、`not`:用于组合多个条件构造器对象,执行逻辑AND、OR和NOT操作。 + +### 辅助方法 + +- `convertValue`、`convertValues`:用于将值转换为适合查询的格式。 +- `wrapFieldName`:用于包装字段名,可能需要根据具体的查询语言调整。 + +### 抽象方法 + +- `buildFilters`:需要子类实现的具体过滤条件字符串构建逻辑。 + +### 使用示例 + +```java +ConditionBuilder builder = new ConditionBuilder<>(); +builder.eq("name", "John").gt("age", 18).and(new ConditionBuilder().like("email", "example.com")); +String filters = builder.buildFilters(); +``` -- `@MilvusCollection`:标识 Java 类为 Milvus 集合。 -- `@MilvusField`:映射 Java 字段到 Milvus 字段。 -- `@MilvusIndex`:在 Milvus 字段上定义索引。 -- `@MilvusPartition`:在 Java 类上定义分区。 ## 索引与度量类型详解 @@ -96,12 +398,13 @@ Solon应用支持: - **HAMMING**:汉明距离,适用于二进制向量。 - **JACCARD**:杰卡德相似系数,适用于集合相似度计算。 + + ## 使用案例 以下是使用 MilvusPlus 进行向量搜索的示例: -```java - +``` @Data @MilvusCollection(name = "face_collection") // 指定Milvus集合的名称 public class Face { @@ -127,8 +430,6 @@ public class Face { ) private List faceVector; // 存储人脸特征的向量 } -``` -``` @Component public class FaceMilvusMapper extends MilvusMapper { @@ -198,6 +499,10 @@ public class ApplicationRunnerTest implements ApplicationRunner { } ``` +## 欢迎给项目点赞!! + +https://gitee.com/dromara/MilvusPlus + ## 贡献 欢迎贡献! diff --git a/logo/MilvusPlus.jpg b/logo/MilvusPlus.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2d7da9e911579f47f219c1462c17f551205e09d GIT binary patch literal 104965 zcmeGF2Urx#wg3wE1fm3iL2^*i0D|Ns8OeFbh~zY&WDpS;f{G4EPND*mgNT7>AWBk^ z90XC4O56lV5@ucxhP}_e=YIb^_dol+@9yt3*7WMtRn@hsRLv#tpYzb80C2%8zz?OV z%4un3%}Fu`wuTg-1n2>XgOk6Hijk2Xq0XP@!}@>yYz-f_9T*TI)b$JfKLco-UHqLu z;*G%Uj?Vs07eKfQ0N{6=eEb3cfS7>ix)|U?fWZVH{J;i+@O1+0_8q=MfE~ZX4-fO0 zqSU}VFTo+9aB%Q*0|2UC5YHLp(!3?+9D)G`BMFh7*l$zKiZOW+s?i#R)+ z(FI{v5Z3TIZ$KDt0^ZRTt)UIVM?p9k9iVLr!i*q%-Nj$sDV7k^7a+ra$L8fTX?>L3i#4x4lFG9%DSsAtC~ zK$Y+;uq>S1=ltQj0pj5&T+V9}@Fzf6!avC5M_IUefS)M=54IET>Jwl@=tHob@DL9N z9U~A1+XGJo^Z+&B48RElg2@r^20Q@t+ojqi@ap>=4Zs2L1Ka=?Kq*w1p*}$Jq-mu46zom1~EUJ z8LkLF4c7yImBAzimx0Uvq~rJeM4yTJh^C2#h$e~N*`cHS{?teMz$8e~_daw1`}Yrh z0p|tll!U9o6~NlTn&HRb%zzMF0(_1NTnT)#B#2e}K_Q`6evZf=Y5GM0@cU@|$VVnZ 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