If it was me, then I would go with node.js because it has huge a number of packages,community,support & good dev experience and learning curve is also not that steep, if coupled with express.js, its gonna be efficient and fast in serving web requests, and if we adopt good design patterns and follow best practices, I guess it will be easy to maintain it as well, and for storing resumes, video rec etc.., I would use assest management tools like cloudinary etc.., rather than storing in db, coz Its gonna be much more faster this way.

Nuxt + Fastify + GraphQL + Nginx + Memcache = fast, confortable and a lot of plug-ins. Apache is realy slow :(. Nuxt is great and easy to use. Nginx, Memcache and Fastify it's very efficient. GraphQL require much more from You then REST, but give You flaxibility, order, plugin etc. We tried and don't regret .

PhP might be old fashionned but Laravel is really great. I've tried nodeJs backend with express, python with flask and a little bit of serverless, and quite frankly, laravel was by far the best in my opinion. It has a lot of official packages that speeds up development (from authentification to serverless deployement), it also uses Eloquent ORM that support Mysql databases. Finally it works great with VueJs for the front end development.

I recommend ExpressJS or NestJS as BackEnd and React as Front-End and PostgreSQL as the database. The reason is as follows. First of all, since it is a financial system, various services will exist, and each service must be well connected and combined with each other. The organic combination of small services that work very well is the foundation of a great system. For this, it is best to use Node.js based, and I think ExpressJS or NestJS is the best choice. We recommend choosing React or Vue as the FrontEnd. PostgreSQL is currently the best performing database. These three combinations have many examples, and their superiority has been confirmed by my implementation in many projects already. If you are interested in my advice and have any questions, please feel free to contact me.

On my end for me it's better to choose Laravel. It has very good documentation and easy to code. The framework supports MVC and you can create either monolithic or API only. The community is also big. If you combined a Domain Driven Development (DDD) and Test Driven Development (TDD) on Laravel then it will be a superb.

Since you are using PHP more natural is Python - it can handle high traffic - Python is very effective in coding. Python is superset of Java and C++ - True Object Oriented and have very clear syntax (Spring is hard to learn and debug - you can be confused many times). It is human readable you can code 2-4 times faster with small speed sacrifice. Jinja2 is more faster/flexible Django - whatever Django is better with ORM. Flask is just proposal - many other options of web servers.

Just don't .NET. It was a failed idea from the start. Node and javascript are easier to learn, with much wider adoption, and more active communities.

.NET is an old experiment in using a markup language to separate the UI from the business logic. The idea was that this would allow a small team of hyper-competent engineers to build the tooling and code for a large team of less-skilled front-end developers to leverage. In practice, leveraging that customized UI markup requires understanding and adjusting the underlying code. The result is that any UI change requires a hyper-competent .NET engineer.

However, many larger companies bought into it a long time ago, and now have a hard dependency on old monolithic .NET ecosystems, and they do need .NET developers to maintain them.

So, you can get a well paying .NET job without much difficulty. However, you'll neither like it, nor be doing anything interesting. There's no growth here, only a very long slow death of .NET (that'll probably take another 20 years).

Node and Javascript are sticking around, and still growing.

What I can see, you are confusing yourself, if you studied .Net now it's better to work as .Net developer, and you will find opportunities as fresh. Just search and don't waste your time. After you get more experience in .Net, then you can learn NodeJS if you still need to learn it.

If you are already committed to Python for the data analysis then it would make sense to use Django for the framework and stick with Python throughout. In general the fewer technologies you use (unless there is real justification) will improve process and long term costs.

All things being equal the fact you would not have less (likely no) licensing costs with a Python based solution will overall reduce your long term costs.

If you will be doing data analysis and complex algorithms Django is best suited for this because of it' maturity and the huge communities providing lots of Python libraries for data analysis and more.

Hey there 👋,

Daniel from the Prisma team here.

I think your choice of a stack would work well for your final year project.

Some recommendations: - Use PostgreSQL if you need a stable stack. Prisma support for MongoDB is currently in Preview and therefore isn't stable. Moreover, PostgreSQL being a relational database enforces a schema more strictly than MongoDB which is useful given that your data model involves multiple relations. - If your Django backend exposes a REST API, you can also expose it over the GraphQL API by proxying requests from the GraphQL API to the REST API. That way, you have a unified API for all operations. This is typically known as wrapping. - Regarding the GraphQL part, I would consider looking at Nexus and nexus-prisma.

For inspiration, check out the Prisma Examples ​repository which contains many ready-to-run examples.

Here's another fully-fledged example using Prisma, Fastify, GraphQL, and PostgreSQL: https://github.com/2color/fastify-graphql-nexus-prisma

Hi. Maybe you can try use FastAPI instead Django https://fastapi.tiangolo.com It could be faster. The FastAPI documentation is so useful and elegant.

Also you can try split a little more the backend and use an "microservice" architecture. Using Kubernetes to deploy your services.

It's better to use Laravel with Vue.js and also laravel is very lightweight and speed performance.

Go for Laravel 8 (not 7, obviously because it's the latest version and has a lot of new features and bug fixes) when it comes to backend coding.

Go for Vue.js (if you don't have any preference) because it is having by default configuration setup in Laravel).

Pick MySQL or PostgreSQL both work fine.

If you know GCP, go for it, otherwise go for Heroku.

Avoid spending time on hosting setup - prefer PaaS based solutions.

In Laravel, try Laravel Breeze or Jetstream - these might make the development much faster - at least for the basic setup that is there.

40-50k should not be a problem at all for the database nor for any frontend/backend combo. Laravel works pretty well with Vue.js, for example; and you can include Elasticsearch in the combo if you really need fulltext search capabilites in your app. That will be much more decisive in the final product than the frontend stack chosen.

I don't know anything really about CodeIgniter, but I do know that microservices are a great choice for e-commerce, as they tend to have a lot of different moving (but not necessarily connected) parts. That being said, and if you have a choice, I'd recommend Go personally. But node isn't the worst option if Go isn't something you're comfortable with.

If you know typescript and want an entire framework to work with, go wth Angular. AngularJS, to my knowledge was deprecated. React is great, popular, and you'll find a ton of support.

I highly recomand using the Vue based Nuxt framework for the front end. It is not required to use the server render feature and the folder based routing and stores are really nice to work with. In addition it brings component auto import and lots of plugins neatly integrated (authentication, i18n, socket.io, etc.). If in the setup process you also chose Vuetify as a component library you will cover 98% of needed components.

As for Laravel vs CodeIginter I would chose Laravel as the safest bet. Sadly, CodeIgniter development slowed down after the main contributor's death. It is also worth mentioning, as others did, that the initial boost Vue got is from Laravel's creator and community. The simplicity and ease of use mindset is shared.

I can't speak to Angular since I haven't used it for at least 3 years (I wasn't a fan back then) but both React and Vue are great frameworks and will do the job just fine. Since you are using Laravel for the back end I'd recommend Vue. There's a lot of overlap between the communities and most Laravel developers I know do favor Vue over React.

Laravel is the best tool in php and I know it also if i don't develop in php. Vue.js is the future. In combination with https://bootstrap-vue.org/ is THE solution.

Best regards

If your customer is an enterprise, I'll strongly recommend leveraging Azure or AWS for building and hosting your backend. AWS API Gateway + AWS Lambda + AWS RDS would be a good combination. You might want to run everything in your VPC if security / privacy are your top concerns.

Hi Chris, I will suggest going with Laravel and MySQL since the existing system is already in PHP it will help a lot and easier to port out to Laravel and will save a lot of time. Laravel has a very robust mechanism to handle the jobs/Queues and it comes with a lot of features.

Hi Chris, I recommend you to use Java with spring boot to rewrite your software. You will have the advantages of modern applications. The main challenge will be to cut your existing business logic to functional services (microservices) that will communicate each others. That will comes up also with the challenges of orchestrate those services but for that no worries. For the database also, will recommend Postgre too. For the front end, you can use angular, react or vue js with your backend since it will be API calls.

Hope it can help!

First of all, Java can give you definitely better speed, especially at scale. One benefit is that you can tune it for a better response time, and another one is when you'll have millions of requests per day it'll save you some infrastructure cost.

But.. will you have millions of requests a day? How much does it matter if the API response time is 10ms or 50ms?

Rewriting an existing project is a huge deal. It can take years(!), especially if the team hasn't done such a thing yet and especially if the tech stack gets completely replaced.

So I argue against rewrite in the first place. There are two older articles on the topic, but their arguments are both valid as of today: https://www.joelonsoftware.com/2000/04/06/things-you-should-never-do-part-i/ https://www.jjinux.com/2008/05/joel-on-software-never-rewrite-from.html

What I'd suggest instead is to learn refactoring strategies. Even if you have some routine with refactoring it is worth reading Fowler's refactoring book: https://book-programming.com/refactoring-books/

What I would do with a "frameworkless" PHP codebase is: - Add a framework (I would also go with Laravel, but Symfony or Phalcon would also do the job) - Isolate the existing codebase in a folder if possible without any actual changes - Route the requests through the framework (with a catch-all route) and forward the request to the existing codebase - Take a simple component/page to start with and replace the DB calls using Laravel's DB layer - Doing this "experiment", you'll have a strategy that you can apply to other components - Do the refactoring for views, controllers, etc, step by step - In case you have APIs and other kinds of components apply different strategies - Keep deploying as frequent as possible - Apply the learnings on the run and do pivots if needed

There are many more details to this, but it exceeds the scope of this answer.

About Java: last year I was part of, actually sparking the rewrite of an existing API from Symfony to Java using Spring Boot/JHipster. The bottom line is that it was a bad idea.

We had a separate PM, an Engineering Manager, and a set of developers both Java and PHP, one of the developers highly experienced with the JHipster stack. We've got the support of the CEO, and despite his strong worries, the Head of Software gave it a green light too. After 20 months the old PHP system is still running and - of course - it has more features than the Java one, because life didn't stop, business demanded new features in the live system.

Java and the whole ecosystem are very different, so even if you have people with battlefield experience with it, the complete rewrite is extremely risky.

In my opinion, it's less of a technical than a business decision. I would sit down with the person(s) paying the bill for the refactoring. I would phrase the following questions and elaborate the answer together with them: - What is the problem we want to solve? (maintainability? speed? lack of people understanding the system? security?) - Is the system legacy only technically or also in the meaning "it no longer fits the business' reality"? - What are the expected outcomes of the refactoring? - What is the budget for the new/refactored system? - What is the timeframe allowed for the refactoring/rewrite? - How does the rewrite compare to refactoring, in terms of time, money, and complexity? - What happens with the development of new features during refactoring? - What resources will be assigned to the refactoring project?

Being worked on both frameworks, I would suggest Spring Boot as it is really great when it comes to scalability. Laravel on the other hand provides great developer tools and a command line interface for the ease of development ( I really love the migrations in Laravel). If it is performance and scalability you are looking for then Spring Boot is your go to. It (and Java) has really matured over the years. Also, I would suggest you to consider Angular 2+ since AngularJs is obsolete.

Springboot (you can see for "jhipster" for a quick start with spring/angularJs ) is used in many micro service enterprise applications (they are design for), so API integration is "as easy as ABC". With this you can scale and give an answer to some of your questions: performance, speed, reliability and security. But be carefull with the learning curve...

NB: - For the DB, leave mysql and go to Postgres! their is no other option! you say thank you later! (a nosql database can be a nice tool too) - You have associated a front framework with a back framework, but they is no good reason to do that. You can use vuejs with springboot too (and i use them!)

Depends on how much time and money the company is willing to invest... But I'd recommend at least getting a start on lifting and shifting to the cloud if you have the knowledge/ability. Lots of performance gains can be made as well as cost saving. Not to mention learning how to operate on the cloud is a great thing to put on any resume these days.

Any help? 234 views but not a single advice 🙁

Much easier to work with. And naturally integrates with Vue.js. Angular is in decline. Moreover, you already live in the PHP ecosystem. While I do both Java and PHP, onboarding into the PHP ecosystem is much faster.

Try to do it with less - Nodejs + Redis + socket.io, optionally you can always communicate with django, but you can do it all in Nodejs, use pm2 and cluster too. For Redis you can also use Pub/Sub, is a good combination for future scaling.

Comparing them end-to-end, Rails comes the most productive in my opinion. But there are bolder parameters you may consider. i.e. no one switches from Django to Rails to improve productivity and vice versa (probably from Laravel to one of those two).

• The language's productivity also matters, which both Ruby and Python are better for that.

• There is a philosophical difference between #Django and #Rails :

• Django supports the "Explicit over Implicit" idea, making it easier for newcomers to understand what's going on. This idea also has downsides. This allows beginners to start working with Django without even learning Django and best practices and defer learning by using references like Stackoverflow.com, which is not a good idea because you potentially don't know things that you don't know! Also, you may find many different project styles.

• On the other hand, Rails support the "Convention over configuration" and Scaffolding idea. It's easier for a Rails developer to be added to a new project or just review a random Rails project. Everything has a default and also it has some downsides as well. e.g. As a beginner, everything feels like magic in Rails, and you don't understand what is going on and how Rails understand while you didn't "explicitly" say what do you want sometimes.

Conclusion: Rails and Django are more productive and you can build projects on your own quickly (many giant startups launched this way!).

P.S: for learning RoR I suggest the book/video from Michael Hartl.

I picked Django because we use it at work. But honestly, if you don't know any of them, I would look at the jobs around where you live and learn the one that either has the most jobs posted or if you can look at the trends the one that is growing the number of jobs the most.

All three would satisfy your needs and all three are good choices. Dotnet core would also be a good choice, again if there are jobs in your area for said technologies. If you literally don't care about this for employment, learn them all and just do it in alphabetical order :)

Note: I think you are wrong about Node being too immature - there are also MOSTLY standards for everything you want to do on the backend that have not changed for many years.

Rails uses too much magic and sugar. Laravel is something from the previous century. I'd say Django can be well balanced choice. I have extensive experience with all three. So, this advice based on practical projects

I recommend Ruby/Rails. I write the text in question answer form:

Quick prototyping

Yes you can use the prototyping in Rails or not. And this can be realized by adding any of testing framework like Cucumber or RSpec for example. Writing the test you can work on the application prototype without a change real code in production, or even development environment.

Easy to get to production level for backend

Yes it is easy, you are able to use the capistrano gem with its modules, if required, to deploy application to production within a day.

Maintainable and buildable by one person alone

Since the Rails gets on itself the main code part of a data processing, you are able easily to generate the required code with build-in Rails or external gem generators, and to merely maintain the your code, if you would cover it with a test of selected test framework.

Enforces conformity, so others can easily read and contribute to the code, making successfully open sourcing possible

As far as I said you can barely control a contribution to your project with using the test covering frameworks, to keep conformity the project.

Works well with React

You can use React along with any JS NPM module easily using webpacker gem.

Has a mature and fairly stable ecosystem for the basics (auth, storage, db, image handling, backups, change history, etc.

Of course the Rails framework is supported by many three-side gems, which can be found at rubygems, that support the authentication (devise), storage feature (fog), db (pg/mysql/sqlite3), image handling (rmagick), backups (backup), change history (history)

Has an ecosystem that will still be alive in 10 years, responding to changes.

Ruby/Rails with the RubyGem ecosystem is actively envolving and not plan to be collapsed and abandned with of development both Ruby language and Rails framework.

So, you can freely and fearlessly start using the Rails framework as server side base for your project.

DJango after a little practice, with migrations and support to a lot of libraries and modules is very efficient to create small projects.

Edit: Between Laravel, Django or RoR (Ruby on Rails)

Since the course is in Python, a Python web framework seems like a logical choice. Django is a good option, but Flask and FastAPI are far more lightweight than Django, and great for quickly adding an API on top of your ML/NLP code. Django has its merits, especially the generated admin interface, but requires a lot of boilerplate code.

The one thing I wouldn't do is mix the two, different structures and ideas for how to do things

Taking a class in python already? I'd lean to Django Want to learn a language that will carry forward to a good paying job .net

Python is an excellent language, though it's often being replaced with things like go which uses a similar syntax

Over time you're going to learn many languages if you want to be a great programmer spend your time with one and dive deep, learn what makes it shine and what the draw backs are grow proficient with it and then consider learning something different so you can compare

Early on learning a single language at depth is more important than tinkering with several or learning any specific language

Good luck