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Golang reflection implementation principle

May 15, 2023 am 10:23 AM

Golang is a simple, efficient, concurrency-safe programming language. Its reflection mechanism allows programmers to obtain and modify program object information at runtime to achieve dynamic programming. This article will introduce the implementation principle of Golang reflection and help readers better understand the working mechanism and usage of reflection.

1. The basic concept of reflection

Reflection is the ability of a program to inspect and modify itself at runtime. In Golang, reflection is widely used, including but not limited to:

  1. When writing general data structures, reflection can be used to process different types of data.
  2. When using RPC calls, you can use reflection to obtain the object types and methods in the remote server.
  3. When writing an ORM framework, you can use reflection to achieve mapping between structures and database records.

In order to better understand reflection, you first need to understand the concepts of types and values ​​in Golang. A type refers to the definition of a data structure, and a value is an instance of this type. For example, in Golang, int is a type, and 10 is a value of type int.

2. Common types and functions of the reflect package

In Golang, the reflect package is the key to realizing the reflection function. The reflect package contains many important types and functions. Here are only the most commonly used types and functions:

  1. Type

Type is an interface type, which defines Methods and properties common to all types, such as Name(), Kind(), etc. It represents the metadata of a type and can be used to obtain the type's name, type, methods, fields and other information.

  1. Value

Value is an interface type, which represents the type and actual value of a value. Through Value, you can get, set, compare values, and perform a series of basic operations on values, such as Convert(), Field(), Method(), etc.

  1. TypeOf and ValueOf

TypeOf and ValueOf are the two most commonly used functions in the reflect package. TypeOf can return the type of a value, and ValueOf can return the reflect.Value type of a value.

example:

    var x float64 = 3.4
    fmt.Println("type:", reflect.TypeOf(x))
    fmt.Println("value:", reflect.ValueOf(x))
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output:

type: float64
value: 3.4
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  1. Elem

Elem is a method of Value type, which returns a pointer or array , slice, dictionary and other types of element types. Elements of these types can be accessed through Elem methods.

  1. NumField and FieldByName

NumField returns the number of fields in a structure, while FieldByName returns the value of a structure field based on the field name.

  1. NumMethod and MethodByName

NumMethod returns the method number of a value, while MethodByName returns the value of a method based on the method name.

The above are some of the most commonly used types and functions in the reflect package. For the use of other functions and types, you can refer to Golang’s official documentation.

3. The implementation principle of reflection

The implementation principle of reflection can be summarized as the following steps:

  1. Get the Type and Value of the value

When we need to use reflection, we need to convert the ordinary value into the reflect.Value type first. If we already have a reflect.Value, we can get its corresponding type through the Type method of Value.

  1. Get the structure information of the type

If the value type is a structure, you can get the number of fields of the structure through the NumField method of Type and traverse all fields Get information such as its name and type.

If the value type is a pointer, you need to recursively obtain the type pointed to by the pointer through the Elem method.

  1. Methods for obtaining values

If the value type has methods, you can obtain information about all methods and specified methods through the NumMethod and MethodByName methods of Type.

  1. Modify the value

The value stored in the value can be modified through the Set method of reflect.Value. At the same time, if the value is a pointer, you can also obtain the value pointed to by the pointer through the Elem method of Value and modify it.

The above is the implementation principle of reflection. The working mechanism of reflection is mainly realized through the related methods of Type and Value types.

4. Advantages and Disadvantages of Reflection

Reflection provides a powerful dynamic programming method that allows the program to obtain and modify object information at runtime. However, reflection also has the following advantages and disadvantages:

Advantages:

  1. It can make the program more dynamic, making the program more flexible and easy to expand.
  2. It can reduce redundancy and duplication of code and make the mapping between structures and data more concise and convenient.

Disadvantages:

  1. Reflection will increase the complexity of the code, making the code more difficult to understand and maintain.
  2. The performance of reflection is relatively poor because it requires a lot of judgment and calculations at runtime.
  3. Reflection affects the security of your code because it can access and modify an object's internal information at runtime.

5. Application scenarios of reflection

Reflection is mainly widely used in the following scenarios:

  1. Writing general data structures

When writing a general data structure, we cannot determine the specific value of the data type. However, through reflection, we can handle different types of data, making the code more general.

  1. Writing ORM framework

In the ORM framework, we need to map between structures and database records. Reflection can help us implement this mapping, allowing us to access data in the database through a simple structure definition.

  1. RPC call

In the RPC call, we need to pass the object's information between the client and the server, including the object's type and method. Through reflection, we can obtain information about these objects at runtime and process it.

6. Summary

Reflection is a powerful dynamic programming method in Golang. It can make the program more flexible and easy to extend, but it can also increase the complexity of the code and affect the security of the code. When using reflection, you need to have a deep understanding of its mechanism to avoid abuse and misuse.

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