Table of Contents
Load Initial Data and Process Updates from Incremental Files
Problem Statement
Solution
Implementation Details
Usage
Home Backend Development Golang How to Manage Concurrent Customer Configuration Data with Incremental Updates and Avoid Data Loss?

How to Manage Concurrent Customer Configuration Data with Incremental Updates and Avoid Data Loss?

Oct 25, 2024 pm 03:32 PM

How to Manage Concurrent Customer Configuration Data with Incremental Updates and Avoid Data Loss?

Load Initial Data and Process Updates from Incremental Files

Problem Statement

This code manages a concurrent map that stores data for a customer configuration. During server startup, it loads data from specific files into the map. It also monitors for new files and updates the map with data from those files, clearing the old state.

The issue arises when the read method encounters an error. In this case, the entire map is cleared, leaving it empty even though the previous configuration data should be preserved.

Solution

The proposed solution simplifies the data management process:

  • Create a CustomerConfig struct: This struct holds the data to be cached as a "snapshot."
  • Define a loadConfig function: This function loads the configuration from the desired files.
  • Establish a ConfigCache struct: This cache manager stores the current configuration and provides access to it. It ensures safe concurrent access and has the ability to refresh the cached configuration.
  • Implement a refresher() function: This goroutine periodically checks for changes and loads new configurations if detected. It respects closeCh to halt if requested.
  • Implement a GetConfig() method: This method provides read-only access to the current configuration.

Implementation Details

<code class="go">type CustomerConfig struct {
    Data map[string]bool

    // Add other properties if needed
    LoadedAt time.Time
}

func loadConfig() (*CustomerConfig, error) {
    cfg := &CustomerConfig{
        Data:     map[string]bool{},
        LoadedAt: time.Now(),
    }

    // Implement the file loading logic here
    // If an error occurs, return it

    // If successful, return the config
    return cfg, nil
}

type ConfigCache struct {
    configMu sync.RWMutex
    config   *CustomerConfig
    closeCh  chan struct{}
}

func NewConfigCache() (*ConfigCache, error) {
    cfg, err := loadConfig()
    if err != nil {
        return nil, fmt.Errorf("loading initial config failed: %w", err)
    }

    cc := &ConfigCache{
        config:  cfg,
        closeCh: make(chan struct{}),
    }

    // Launch goroutine to refresh config
    go cc.refresher()

    return cc, nil
}

func (cc *ConfigCache) refresher() {
    ticker := time.NewTicker(1 * time.Minute) // Every minute
    defer ticker.Stop()

    for {
        select {
        case <-ticker.C:
            // Implement the logic to detect changes
            changes := false
            if !changes {
                continue
            }

            cfg, err := loadConfig()
            if err != nil {
                log.Printf("Failed to load config: %v", err)
                continue
            }

            cc.configMu.Lock()
            cc.config = cfg
            cc.configMu.Unlock()

        case <-cc.closeCh:
            return
        }
    }
}

func (cc *ConfigCache) Stop() {
    close(cc.closeCh)
}

func (cc *ConfigCache) GetConfig() *CustomerConfig {
    cc.configMu.RLock()
    defer cc.configMu.RUnlock()
    return cc.config
}</code>
Copy after login

Usage

<code class="go">// Initialize the cache
cc, err := NewConfigCache()
if err != nil {
    // Handle the error
}

// Get the current configuration when needed
cfg := cc.GetConfig()

// Remember to stop the cache manager when appropriate
cc.Stop()</code>
Copy after login

This solution prevents the issue of losing the previous configuration and simplifies the handling of configuration updates.

The above is the detailed content of How to Manage Concurrent Customer Configuration Data with Incremental Updates and Avoid Data Loss?. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

What are the vulnerabilities of Debian OpenSSL What are the vulnerabilities of Debian OpenSSL Apr 02, 2025 am 07:30 AM

OpenSSL, as an open source library widely used in secure communications, provides encryption algorithms, keys and certificate management functions. However, there are some known security vulnerabilities in its historical version, some of which are extremely harmful. This article will focus on common vulnerabilities and response measures for OpenSSL in Debian systems. DebianOpenSSL known vulnerabilities: OpenSSL has experienced several serious vulnerabilities, such as: Heart Bleeding Vulnerability (CVE-2014-0160): This vulnerability affects OpenSSL 1.0.1 to 1.0.1f and 1.0.2 to 1.0.2 beta versions. An attacker can use this vulnerability to unauthorized read sensitive information on the server, including encryption keys, etc.

How to specify the database associated with the model in Beego ORM? How to specify the database associated with the model in Beego ORM? Apr 02, 2025 pm 03:54 PM

Under the BeegoORM framework, how to specify the database associated with the model? Many Beego projects require multiple databases to be operated simultaneously. When using Beego...

Transforming from front-end to back-end development, is it more promising to learn Java or Golang? Transforming from front-end to back-end development, is it more promising to learn Java or Golang? Apr 02, 2025 am 09:12 AM

Backend learning path: The exploration journey from front-end to back-end As a back-end beginner who transforms from front-end development, you already have the foundation of nodejs,...

What should I do if the custom structure labels in GoLand are not displayed? What should I do if the custom structure labels in GoLand are not displayed? Apr 02, 2025 pm 05:09 PM

What should I do if the custom structure labels in GoLand are not displayed? When using GoLand for Go language development, many developers will encounter custom structure tags...

What libraries are used for floating point number operations in Go? What libraries are used for floating point number operations in Go? Apr 02, 2025 pm 02:06 PM

The library used for floating-point number operation in Go language introduces how to ensure the accuracy is...

What is the problem with Queue thread in Go's crawler Colly? What is the problem with Queue thread in Go's crawler Colly? Apr 02, 2025 pm 02:09 PM

Queue threading problem in Go crawler Colly explores the problem of using the Colly crawler library in Go language, developers often encounter problems with threads and request queues. �...

How to solve the user_id type conversion problem when using Redis Stream to implement message queues in Go language? How to solve the user_id type conversion problem when using Redis Stream to implement message queues in Go language? Apr 02, 2025 pm 04:54 PM

The problem of using RedisStream to implement message queues in Go language is using Go language and Redis...

How to configure MongoDB automatic expansion on Debian How to configure MongoDB automatic expansion on Debian Apr 02, 2025 am 07:36 AM

This article introduces how to configure MongoDB on Debian system to achieve automatic expansion. The main steps include setting up the MongoDB replica set and disk space monitoring. 1. MongoDB installation First, make sure that MongoDB is installed on the Debian system. Install using the following command: sudoaptupdatesudoaptinstall-ymongodb-org 2. Configuring MongoDB replica set MongoDB replica set ensures high availability and data redundancy, which is the basis for achieving automatic capacity expansion. Start MongoDB service: sudosystemctlstartmongodsudosys

See all articles