Caching is one of the critical solution to improve performance and reduce latency in data access. Cache is a fast and temporary storage ( generally RAM ) When using cache there are different patterns in which we can implement reading the cache data and writing the cache data. Cache Aside Ideal where caching everything is not critical for usecase nor necessary. Application and Datastore control the data, and cache is an optimization sidecar....
In golang, we use interfaces to define a contract for a particular type. Factory pattern uses this interface to create instance / object of a particular type like Storage, Service, Document etc. Implementing Factory pattern Define an interface with a method to create the object. package factory type Document interface { Render() string } Create different types which implement the interface. package factory type PDF struct { data string } func (p *PDF) Render() string { return "PDF: " + p....
Builder is a common pattern to create or initialize a particular object. It helps to break down individual steps of the creation by providing functions we can use to set different properties and then usually with a Build method, which uses these properties to create the object. Implementing Builder pattern Define a struct with all the properties of the object. package builder type User struct { UID string Name string Email string Password string } Create methods to set the properties of the object....
Pipeline is yet another common pattern we see in concurrent programming. Stages for a data processing pipline can be for example, Read the file Process the data Transform the data Write the data to another file Let’s check an example of such a pipeline in Golang. package pipeline import ( "fmt" "time" ) type FileData struct { src string data string } // readData stage where we read the file // it returns a channel of FileData to use in the next stage func readData(filePaths []string) <-chan FileData { out := make(chan FileData) go func() { for _, path := range filePaths { time....
Golang has excellent support for concurrency. Let’s see how to implement a common pattern - worker pool in Golang. Worker pool A worker pool is a collection of threads that are waiting for tasks to be assigned. We can limit the number of concurrent operations at a time with this approach. Usually starting a new concurrent thread or routine is not practical for every task especially when the number of tasks is large....
gRPC is a very useful tool to use as a medium for communication or data transfer between services. It has great support for multiple languages and platforms. What is RPC? Remote Procedure Call (RPC) is the concept of calling a function on a program from another program, these programs can be running on different machines. REST API is an example of RPC where a client service sends an http request to a server to invoke some logic and get the response....
Interfaces are one of my favorite concepts in programming. It’s a clean way to define contract and decouple the implementation parts from code. Interfaces indicate what a class or struct should do, or define the type of methods which a class or struct should implement. We can refer an interface and understand how the different parts used by a code block should behave. I mostly use it to define segments of code, like http handler, service, storage to indicate that a segment is going to recieve some implementation, which will have certain methods which can be used in them and worry about the implementation later....
When working with web applications, it’s common to navigate between different pages. It’s one of the basic parts of a web application. While using HTMX, it offers a few ways to achieve navigation between pages. Let’s explore them. hx-push-url attribute ( client ) This attribute is used to push a new URL to the browser’s history. This will change the URL without reloading the page. <a hx-get="/about" hx-push-url="true">About</a> or <a hx-get="/about" hx-push-url="/about-page">About</a> Hx-Push-Url header ( server ) We can also use Hx-Push-Url header to push a new URL to the browser’s history....
When using HTMX is a common pattern to write event based actions or ui updates in the client side. It’s a good practice to use javascript as event based scripting system in our client side code. Some events from the server might be required in client side to update the DOM or to trigger some actions. A common pattern to achieve this is to respond a header Server-Event with a value holding the custom event and then using javascript, you can handle the custom event....
Kubernetes is an open-source platform designed to automate deploying, scaling, and operating application containers. It’s a very powerful tool which allows us to declare how the infra should look like and the kubernetes will make sure that the infra is in the desired state. It has a large, rapidly growing ecosystem. Kubernetes services, support, and tools are widely available. How Kubernetes Works Kubernetes uses a declarative model, allowing users to specify their desired state for the deployments and services they run....