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Dask VS Laravel

Compare Dask VS Laravel and see what are their differences

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Dask logo Dask

Dask natively scales Python Dask provides advanced parallelism for analytics, enabling performance at scale for the tools you love

Laravel logo Laravel

A PHP Framework For Web Artisans
  • Dask Landing page
    Landing page //
    2022-08-26
  • Laravel Landing page
    Landing page //
    2023-07-24

Dask features and specs

  • Parallel Computing
    Dask allows you to write parallel, distributed computing applications with task scheduling, enabling efficient use of computational resources for processing large datasets.
  • Scale
    It scales from a single machine to a large cluster, providing flexibility to develop code locally on a laptop and then deploy to cloud or other high-performance environments.
  • Integration with Existing Ecosystem
    Dask integrates well with popular Python libraries like NumPy, pandas, and Scikit-learn, allowing users to leverage existing code and skills while scaling to larger datasets.
  • Flexibility
    Dask can handle both data parallel and task parallel workloads, giving developers the freedom to implement various algorithms and solutions efficiently.
  • Dynamic Task Scheduling
    Dask's dynamic task scheduler optimizes the execution of tasks based on available resources, reducing malfunction risks and improving resource utilization.

Possible disadvantages of Dask

  • Complexity in Setup
    Setting up Dask, particularly in distributed settings, can be complex and may require significant infrastructure management efforts.
  • Performance Overhead
    While Dask provides high-level abstractions for parallel computing, there can be performance overhead due to its abstractions and scheduling mechanics which might not match the performance of highly optimized, low-level code.
  • Limited Support for Some Libraries
    Dask's smart parallelization might not perfectly support all features of libraries like pandas or NumPy, potentially requiring workarounds.
  • Learning Curve
    Despite its integration with Python's data science stack, Dask presents a learning curve for those unfamiliar with parallel computing concepts.
  • Debugging Challenges
    Debugging parallel computations can be more challenging compared to single-threaded applications, and users need to understand the distributed computation model.

Laravel features and specs

  • Eloquent ORM
    Laravel includes Eloquent ORM, which provides a beautiful and simple ActiveRecord implementation for working with your database. It allows for easy interaction with your databases, offering an intuitive syntax.
  • Blade Templating Engine
    The Blade templating engine offers a clean and efficient syntax for writing templates. It provides features like template inheritance and sections, which makes template design more manageable and organized.
  • Artisan CLI
    Laravel's Artisan Command Line Interface (CLI) allows developers to perform repetitive tasks and manage their Laravel project more efficiently with built-in commands for database migration, seeding, and building tasks.
  • Strong Community and Ecosystem
    Laravel has a large and active community that provides an abundance of resources, including packages, tutorials, and screencasts on Laracasts. This ecosystem allows for quick problem-solving and an extensive library of reusable components.
  • Robust Security Features
    Laravel provides built-in security features such as salted and hashed passwords, encryption, and protection against common vulnerabilities like SQL injection and cross-site request forgery (CSRF).
  • Efficient Testing
    Laravel comes with PHPUnit integrated, along with convenient helper methods, making writing test cases and performing automated testing more straightforward. This leads to better code reliability and fewer bugs.
  • Comprehensive Documentation
    Laravel has thorough and well-organized documentation that covers all its features in detail. This makes it easier for new and experienced developers to understand and use the framework effectively.

Possible disadvantages of Laravel

  • Performance Overhead
    Since Laravel is a full-featured framework, it includes many built-in functions and layers that can create performance overhead. For very high-performance applications, fine-tuning may be necessary.
  • Steep Learning Curve for Beginners
    For those new to web development or coming from a different programming paradigm, Laravel can be challenging to grasp initially due to its extensive features and modern PHP practices.
  • Heavy Dependency on Composer
    Laravel heavily relies on Composer for dependency management. While this is beneficial for package management, it can be a downside if you are not familiar with Composer or have issues managing packages.
  • Frequent Updates
    Laravel receives frequent updates and changes in the new versions, which can sometimes lead to compatibility issues with existing projects. Keeping up with the updates can be time-consuming.
  • Hosting Requirements
    Laravel requires specific server configurations and dependencies, which may not be available on all shared hosting services. This can necessitate using a Virtual Private Server (VPS) or dedicated server, which might have higher costs.

Analysis of Laravel

Overall verdict

  • Yes, Laravel is considered a good framework for web development.

Why this product is good

  • Features
    Laravel includes a wide variety of built-in features such as authentication, routing, sessions, and caching, which accelerate the development process.
  • Community
    It has a large and active community which contributes to a rich ecosystem of packages and resources.
  • Ease of use
    Laravel emphasizes simplicity and elegance, making it relatively easy to use, especially for developers familiar with PHP.
  • Documentation
    It provides comprehensive and well-structured documentation, which is very helpful for beginners and experienced developers alike.
  • Modern tooling
    Laravel offers modern tooling with features like a robust CLI, built-in task scheduling, and an expressive ORM called Eloquent.

Recommended for

  • Developers looking to build scalable web applications with PHP.
  • Teams seeking a framework with a strong balance between power and ease of use.
  • Projects that benefit from built-in solutions for common web application requirements like authentication and API support.
  • Developers interested in a framework with out-of-the-box features and an expressive syntax.

Dask videos

DASK and Apache SparkGurpreet Singh Microsoft Corporation

More videos:

  • Review - VLOGTOBER : dask kitchen review ,groceries ,drinks
  • Review - Dask Futures: Introduction

Laravel videos

Laravel in 100 seconds

More videos:

  • Review - Why Laravel is Still Best in 2018

Category Popularity

0-100% (relative to Dask and Laravel)
Workflows
100 100%
0% 0
Developer Tools
0 0%
100% 100
Databases
100 100%
0% 0
Web Frameworks
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Dask and Laravel

Dask Reviews

Python & ETL 2020: A List and Comparison of the Top Python ETL Tools
Dask: You can use Dask for Parallel computing via task scheduling. It can also process continuous data streams. Again, this is part of the "Blaze Ecosystem."
Source: www.xplenty.com

Laravel Reviews

Laravel vs. Symfony: A Comprehensive Comparison of PHP Frameworks
Laravel has a vibrant ecosystem with many first-party packages, such as Laravel Horizon for queue management, Laravel Echo for real-time events, and Laravel Sanctum for API authentication, that make it easy to extend functionality without much hassle.
The 20 Best Laravel Alternatives for Web Development
Oh, you bet. When devs talk Symfony, they’re eyeing robustness and a modular vibe that Laravel fans might miss. Its reusable components could tempt even the most loyal Laravel artisans to at least take a peek.
Top 9 best Frameworks for web development
The best frameworks for web development include React, Angular, Vue.js, Django, Spring, Laravel, Ruby on Rails, Flask and Express.js. Each of these frameworks has its own advantages and distinctive features, so it is important to choose the framework that best suits the needs of your project.
Source: www.kiwop.com
Top 5 Laravel Alternatives
However, there are other excellent choices other than Laravel as well. So, let’s check out some excellent Laravel alternatives before you hire Laravel developers India for your web development project. This post provides you with a thorough understanding of the available web development framework choices and their benefits over Laravel. For that, let’s first discuss the...
Framework review: Laravel vs CodeIgniter
Let's start with CodeIgniter first. It focuses on performance and speed. It offers a simple, easy-to-learn syntax, making it ideal for beginners. CodeIgniter uses its own proprietary Active Record implementation for database operations, which provides a simple and intuitive way to interact with data. Unlike Laravel, CodeIgniter does not enforce a specific architectural...
Source: infinyhost.com

Social recommendations and mentions

Based on our record, Laravel seems to be a lot more popular than Dask. While we know about 241 links to Laravel, we've tracked only 16 mentions of Dask. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Dask mentions (16)

  • Large Scale Hydrology: Geocomputational tools that you use
    We're using a lot of Python. In addition to these, gridMET, Dask, HoloViz, and kerchunk. Source: over 3 years ago
  • msgspec - a fast & friendly JSON/MessagePack library
    I wrote this for speeding up the RPC messaging in dask, but figured it might be useful for others as well. The source is available on github here: https://github.com/jcrist/msgspec. Source: over 3 years ago
  • What does it mean to scale your python powered pipeline?
    Dask: Distributed data frames, machine learning and more. - Source: dev.to / over 3 years ago
  • Data pipelines with Luigi
    To do that, we are efficiently using Dask, simply creating on-demand local (or remote) clusters on task run() method:. - Source: dev.to / over 3 years ago
  • How to load 85.6 GB of XML data into a dataframe
    I’m quite sure dask helps and has a pandas like api though will use disk and not just RAM. Source: over 3 years ago
View more

Laravel mentions (241)

  • Build a Command Line TODO App with Goravel Console
    You may have used Laravel (personally, I’ve used it a lot!). I love its developer-friendly experience and straightforward architecture. However, for the Go community, something similar was missing. Enter Goravel—a framework that makes life easier for PHP developers like me who want to work with Go. - Source: dev.to / 5 months ago
  • I analyzed how Supabase and Laravel launched. Here's what I learned.
    Laravel is a PHP web framework used by developers around the world. In March 2024, they launched Laravel Cloud with a full lineup of updates. All dropped at once. - Source: dev.to / 3 months ago
  • How to Build a Blog with Laravel (& Send Slack Notifications)
    Laravel is a full-stack PHP framework that can be integrated with powerful front-end frameworks such as React or Vue.js. With Laravel, you’ll be creating websites and apps that are scalable and capable of growth. - Source: dev.to / about 2 months ago
  • Everything about AI Function Calling (MCP), the keyword for Agentic AI
    If you're planning to convert a backend server to an AI agent using function calling, avoid languages and frameworks that require developers to manually write JSON schemas, such as PHP Laravel and Java Spring RestDocs. - Source: dev.to / about 2 months ago
  • A Structured Workflow for "Vibe Coding" Full-Stack Apps
    Using a full-stack framework with batteries-included, such as Wasp for JavaScript (React, Node.js, Prisma) or Laravel for PHP, takes the complexity out of piecing the different parts of the stack together. Since these frameworks are opinionated, they've chosen a set of tools that work well together, and the have the added benefit of doing a lot of work under-the-hood. In the end, the AI can focus on just the... - Source: dev.to / about 2 months ago
View more

What are some alternatives?

When comparing Dask and Laravel, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

Django - The Web framework for perfectionists with deadlines

NumPy - NumPy is the fundamental package for scientific computing with Python

Ruby on Rails - Ruby on Rails is an open source full-stack web application framework for the Ruby programming...

PySpark - PySpark Tutorial - Apache Spark is written in Scala programming language. To support Python with Spark, Apache Spark community released a tool, PySpark. Using PySpark, you can wor

CodeIgniter - A Fully Baked PHP Framework