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Showing posts with label serverless. Show all posts
Showing posts with label serverless. Show all posts

Saturday, 14 December 2019

12/14/2019 05:39:00 pm

Microservices Architecture Design and Best Practices 


What is Microservices Architecture?

A microservices architecture style is an approach for developing small services each running in its process. It enables the continuous delivery/deployment of large, complex applications. It also allows an organization to evolve its technology stack.

Why Microservices Architecture?

Microservices came in a picture of building systems that were too big. The idea behind microservices is that there are some applications that can easily build and maintain when they are broken down into smaller applications that work together. Each component is continuously developed and separately managed, and the application is then merely the sum of its constituent elements. Whereas in traditional “monolithic” application which is all developed all in one piece.

Microservices Architecture Design

Distributed architecture
All the services communicate with the API gateway through REST or RPC. These services can be deployed as multiple instances, and the requests can be distributed to these instances.for
Separately deployed components
Each component is deployed separately. If one component needs changes, others don’t have to deploy again.
Service components
Services components communicate with each other via service discovery
Bounded by contexts
It encapsulates the details of a single domain, and define the integration with other domains. It is about implementing a business capability.

Benefits of Adopting Microservices Architecture Design

  • Asynchronicity.
  • Integration & Disintegration.
  • Complected Deployments.
  • Evolutionary Architecture.
  • Components are deployed.
  • Features are released.
  • Applications consist of routing.
  • Easier to understand the code — It is easy to distinguish one small service and flow of the whole service rather than one big codebase.
  • Fast Software delivery — Each service can be developed by different developers and in many different languages.
  • Efficient debugging — Don’t have to jump through multiple layers of an application and in essence better fault isolation.
  • Reusable — Since it is an independent service it can be used in other projects also.
  • Scalability
  • Horizontal scaling
  • Workload partitioning
  • Don’t have to scale the whole project. We only need to scale up that component that needs to scale up.
  • Deployment — Need only to deploy that service which has been changed not the whole project again.

Characteristics of Microservices Architecture Design

  • Small in size
  • Messaging enabled
  • Bounded by contexts
  • Autonomously developed
  • Independently deployable
  • Decentralized
  • Built and released with automated processes

Continue Reading: XenonStack/Insights

Friday, 10 February 2017

2/10/2017 03:45:00 pm

Building Serverless Microservices With Python


Serverless Computing is Exploding


As we move to the different models of production, distribution, and management when it comes to applications, it only makes sense that abstracting out the, behind the scenes processes should be handled by third parties, in a move towards further decentralization.

And that’s exactly what serverless computing does – and startups and big companies are adopting this new way of running applications.

In this post, we will discover answers to questions:

What Serverless is all about and how does this new trend affect the way people write and deploy applications?

Serverless Computing


"Serverless” denotes a special kind of software architecture in which application logic is executed in an environment without visible processes, operating systems, servers or virtual machines.

It’s worth mentioning that such an environment is actually running on the top of an operating system and use physical servers or virtual machines, but the responsibility for provisioning and managing the infrastructure entirely belongs to the service provider.

Therefore, a software developer focus more on writing code.

Serverless Computing Advances the way Applications are Developed


Serverless applications will change the way we develop applications. Traditionally a lot of business rules, boundary conditions, complex integrations are built into applications and this prolongs the completion of the system as well as introduces a lot of defects and in effect, we are hard wiring the system for certain set of functional requirements.

The serverless application concept moves us away from dealing with complex system requirements and evolves the application with time. It is also easy to deploy these microservices without intruding the system.

Below figure shows how the way of application development changed with time.

Monolith- A monolith application puts all its functionality into a single process and scale by replicating the monolith on multiple servers.

Microservice- A microservice architecture puts each functionality into a separate service and scale by distributing these services across servers, replicating as needed.

FaaS- Distributing Microservices further into functions which are triggered based on events.

Monolith => Microservice => FaaS


building serverless microservices with python


Let’s get started with the deployment of a Serverless Application on NexaStack.To create a function, you first package your code and dependencies in a deployment package. 

Then, you upload the deployment package on our environment to create your function.
  • Creating a Deployment Package
  • Uploading a Deployment Package

You May also Like: Building Serverless Microservices With Java

Database Integration For Your Application


  • Install MongoDB and configure it to get started.
  • Create Database EmployeeDB
  • Create table Employee
  • Insert some records into the table for the demo.
  • Write a file “config.py” to setup configuration on the serverless architecture as shown below.


building serverless microservices with python

 

Continue Reading the full Article at: XenonStack.com/Blog

Monday, 6 February 2017

2/06/2017 11:16:00 am

Building Serverless Microservices With JAVA


Serverless Architecture


The phrase “serverless” doesn’t mean servers are no longer required. It solely proposes that developers no longer have to think that much about them.

Going serverless lets developers shift their focus from the server level to the task level which is writing codes.


serverless microservices with java


 

What it means to have servers?


First, let’s talk about what it means to have servers (virtual servers) providing the computing power required by your application. Owning servers comes with responsibilities -
  • Managing how the primitives (functions in the case of applications, or objects when it comes to storage) map to server primitives (CPU, memory, disk etc.).
  • Own provisioning (and therefore paying) for the capacity to handle your application’s projected traffic, independent of whether there’s actual traffic or not.
  • Own managing reliability and availability constructs like redundancy, failover, retries etc.

Advantages of going Serverless


Why should one move to serverless architecture can be adequately described through its benefits.

  • PaaS and Serverless - A user of traditional PaaS have to specify the amount of resources—such as dynos for Heroku or gears for OpenShift—for the application. The Serverless platform will take care of finding a server where the code is to run and to scale up when necessary.
  • Lower operational and development costs - The containers used to run these functions are decommissioned as soon as the execution ends. And the execution is metered in units of 100 ms, You don't pay anything when your code isn't running.
  • Fits with microservices, which can be implemented as functions.

Serverless architectures refer to applications that significantly depend on third-party services (knows as Backend as a Service or "BaaS") or on custom code that's run in ephemeral containers (Function as a Service or "FaaS").

But there are cons related to moving your application to FaaS which is discussed in our next post: Building Serverless Microservices with Python

Simplest way of thinking about FaaS is that it changes thinking from "build a framework to sit on a server to react to multiple events to "build/use micro-functionality to react to a single event."

How to migrate to a Microservices Architecture?


In a simple definition, Microservices are independently scalable, independently deployable systems that communicate over some protocols HTTP (XML, JSON), Thrift, Protocol Buffers etc.

Microservices are Single Responsibility Principle at code base level.

Below are some of the factors that can be followed to build Microservices:
  • One code per app/service: There is always a one-to-one correlation between the codebase and the service.
  • Explicitly declare and isolate dependencies: This can be done by using packaging systems.
  • Use environment variables to store configurations.
  • Strictly separate build, release and run stages.
  • Treat logs as event streams. Route log event stream to analysis system such as Splunk for log analysis.
  • Keep development, staging, and production as similar as possible.


Microservices Architecture: Benefits


Microservices Architectures have lots of very real and significant benefits:
  • Systems built in this way are inherently loosely coupled
  • The services themselves are very simple, focusing on doing one thing well
  • Multiple developers and teams can deliver independently under this model
  • They are a great enabler for continuous delivery, allowing frequent releases whilst keeping the rest of the system available and stable
In this post, we will implement a Nexastack function which integrates with a database(MongoDB used here).

We are going to implement this new function in Java using Spring Framework. So, Let’s get started -

Employee Service


We are going to build an Employee Service consisting of a function to show Employees information from the database.

For Demo purpose we are here implementing one function “GetEmployee”.
serverless microservices with java

1. Setting up MongoDB Instance 


  • Install MongoDB and configure it to get started.
  • Create Database EmployeeDB
  • Create table Employee
  • Insert some records into the table for demo.
  • Write a file “config.properties” to setup configuration on the serverless architecture


serverless microservices with java


 Continue Reading the full article at: XenonStack.com/Blog