Software Alternatives, Accelerators & Startups

Light Table VS Databricks

Compare Light Table VS Databricks and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Light Table logo Light Table

Light Table is a new interactive IDE that lets you modify running programs and embed anything from...

Databricks logo Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?
  • Light Table Landing page
    Landing page //
    2021-10-21
  • Databricks Landing page
    Landing page //
    2023-09-14

Light Table features and specs

  • Real-time Feedback
    Light Table provides real-time feedback as you write code, allowing for instant debugging and code corrections. This feature enhances the development speed and helps catch errors early.
  • Inline Evaluation
    The editor supports inline evaluation of code, meaning you can see the output of your code right next to it, without compiling or running the whole application. This boosts productivity and learning.
  • Plugin Ecosystem
    Light Table has a robust plugin ecosystem which allows you to extend its functionality to suit your specific coding needs. This provides considerable flexibility and customization.
  • Minimalistic Interface
    The user interface is clean and minimalistic, reducing distractions and helping developers to focus on coding tasks.
  • Responsive UI
    Light Table has a highly responsive and lag-free interface. This ensures that the development experience is fluid and seamless.

Possible disadvantages of Light Table

  • Limited Language Support
    While it supports a variety of languages, Light Table's support for newer or less common languages may be lacking compared to other more mature IDEs.
  • Community Activity
    The project has seen periods of low activity from its development community, which could be a concern for long-term support and updates.
  • Learning Curve
    Its novel interface and features can be unfamiliar to developers who are used to traditional IDEs, leading to a higher learning curve.
  • Limitations in Large Projects
    Light Table can struggle with handling very large projects, resulting in performance issues and slower response times, particularly when dealing with large codebases.
  • Dependency on Internet
    Some of its functionalities and plugins require an internet connection, which can be a limitation when working in an offline environment.

Databricks features and specs

  • Unified Data Analytics Platform
    Databricks integrates various data processing and analytics tools, offering a unified environment for data engineering, machine learning, and business analytics. This integration can streamline workflows and reduce the complexity of data management.
  • Scalability
    Databricks leverages Apache Spark and other scalable technologies to handle large datasets and high computational workloads efficiently. This makes it suitable for enterprises with significant data processing needs.
  • Collaborative Environment
    The platform offers collaborative notebooks that allow data scientists, engineers, and analysts to work together in real-time. This enhances productivity and fosters better communication within teams.
  • Performance Optimization
    Databricks includes various performance optimization features such as caching, indexing, and query optimization, which can significantly speed up data processing tasks.
  • Support for Various Data Formats
    The platform supports a wide range of data formats and sources, including structured, semi-structured, and unstructured data, making it versatile and adaptable to different use cases.
  • Integration with Cloud Providers
    Databricks is designed to work seamlessly with major cloud providers like AWS, Azure, and Google Cloud, allowing users to easily integrate it into their existing cloud infrastructure.

Possible disadvantages of Databricks

  • Cost
    Databricks can be expensive, especially for large-scale deployments or high-frequency usage. It may not be the most cost-effective solution for smaller organizations or projects with limited budgets.
  • Complexity
    While powerful, Databricks can be complex to set up and manage, requiring specialized knowledge in Apache Spark and cloud infrastructure. This might lead to a steeper learning curve for new users.
  • Dependency on Cloud Providers
    Being heavily integrated with cloud providers, Databricks might face issues like vendor lock-in, where switching providers becomes difficult or costly.
  • Limited Offline Capabilities
    Databricks is primarily designed for cloud environments, which means offline or on-premise capabilities are limited, posing challenges for organizations with strict data governance policies.
  • Resource Management
    Efficiently managing and allocating resources can be challenging in Databricks, especially in large multi-user environments. Mismanagement of resources could lead to increased costs and reduced performance.

Light Table videos

Cheap Amazon Light Table - Unboxing, Building and review

Databricks videos

Introduction to Databricks

More videos:

  • Tutorial - Azure Databricks Tutorial | Data transformations at scale
  • Review - Databricks - Data Movement and Query

Category Popularity

0-100% (relative to Light Table and Databricks)
Text Editors
100 100%
0% 0
Data Dashboard
0 0%
100% 100
IDE
100 100%
0% 0
Database Tools
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 Light Table and Databricks

Light Table Reviews

10 Best Notepad++ Alternatives in 2020
Light Table is an IDE and text editor tool for software development. The tool offers fast feedback and allowing instant execution, debugging and access to documentation.
Source: www.guru99.com
10 Best Sublime Text Alternatives in 2019
Light Table is an IDE and text editor tool for software development. The tool offers fast feedback and allowing instant execution, debugging and access to documentation.
Source: www.guru99.com
Top 8 Sublime Text Alternatives You Can Use in 2019
While Light Table has limited language support compared to Sublime Text, it does come with a a few nice touches, such as Auto-complete everywhere, split views and a command palette. It also comes with a good selection of themes, but one of the major negatives of the program is that you can’t view image files in it in spite of the fact that it’s based on a browser platform....
Source: beebom.com

Databricks Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
Databricks notebooks are a popular tool for developing code and presenting findings in data science and machine learning. Databricks Notebooks support real-time multilingual coauthoring, automatic versioning, and built-in data visualizations.
Source: lakefs.io
7 best Colab alternatives in 2023
Databricks is a platform built around Apache Spark, an open-source, distributed computing system. The Databricks Community Edition offers a collaborative workspace where users can create Jupyter notebooks. Although it doesn't offer free GPU resources, it's an excellent tool for distributed data processing and big data analytics.
Source: deepnote.com
Top 5 Cloud Data Warehouses in 2023
Jan 11, 2023 The 5 best cloud data warehouse solutions in 2023Google BigQuerySource: https://cloud.google.com/bigqueryBest for:Top features:Pros:Cons:Pricing:SnowflakeBest for:Top features:Pros:Cons:Pricing:Amazon RedshiftSource: https://aws.amazon.com/redshift/Best for:Top features:Pros:Cons:Pricing:FireboltSource: https://www.firebolt.io/Best for:Top...
Top 10 AWS ETL Tools and How to Choose the Best One | Visual Flow
Databricks is a simple, fast, and collaborative analytics platform based on Apache Spark with ETL capabilities. It accelerates innovation by bringing together data science and data science businesses. It is a fully managed open-source version of Apache Spark analytics with optimized connectors to storage platforms for the fastest data access.
Source: visual-flow.com
Top Big Data Tools For 2021
Now Azure Databricks achieves 50 times better performance thanks to a highly optimized version of Spark. Databricks also enables real-time co-authoring and automates versioning. Besides, it features runtimes optimized for machine learning that include many popular libraries, such as PyTorch, TensorFlow, Keras, etc.

Social recommendations and mentions

Databricks might be a bit more popular than Light Table. We know about 18 links to it since March 2021 and only 14 links to Light Table. 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.

Light Table mentions (14)

  • How Flash Games shaped the video game industry
    Having never used the authoring tool, can you point me towards something to model it after? I think a Bret Victor, "Inventing on Principal" style editor would be perfect, combined with some sort of scratch like Python IDE where each element is defined in terms of its reactive behaviors with other elements on a timeline. https://youtu.be/PUv66718DII?t=634 With some http://lighttable.com/. - Source: Hacker News / 2 months ago
  • Inline previous results in Emacs Lisp
    For those like me who have never heard of it, I think OP is referring to this: http://lighttable.com. - Source: Hacker News / 10 months ago
  • GTFL – A Graphical Terminal for Common Lisp
    Http://lighttable.com/ (somewhat tangentially related, I think?) Sorry this is so scattered I need to hit the hay LOL. - Source: Hacker News / 12 months ago
  • "Stop Writing Dead Programs", a thought-provoking and entertaining talk by Jack Rusher
    He's got a point. I'm surprised he didn't mention Light Table. Source: over 2 years ago
  • Ask HN: Best Dev Tool pitches of all time?
    There was a massive amount of excitement around Light Table when it was first announced. I remember one or more pretty amazing videos. I don't have link(s) on-hand though. http://lighttable.com/. - Source: Hacker News / almost 3 years ago
View more

Databricks mentions (18)

  • Platform Engineering Abstraction: How to Scale IaC for Enterprise
    Vendors like Confluent, Snowflake, Databricks, and dbt are improving the developer experience with more automation and integrations, but they often operate independently. This fragmentation makes standardizing multi-directional integrations across identity and access management, data governance, security, and cost control even more challenging. Developing a standardized, secure, and scalable solution for... - Source: dev.to / 7 months ago
  • dolly-v2-12b
    Dolly-v2-12bis a 12 billion parameter causal language model created by Databricks that is derived from EleutherAI’s Pythia-12b and fine-tuned on a ~15K record instruction corpus generated by Databricks employees and released under a permissive license (CC-BY-SA). Source: about 2 years ago
  • Clickstream data analysis with Databricks and Redpanda
    Global organizations need a way to process the massive amounts of data they produce for real-time decision making. They often utilize event-streaming tools like Redpanda with stream-processing tools like Databricks for this purpose. - Source: dev.to / over 2 years ago
  • DeWitt Clause, or Can You Benchmark %DATABASE% and Get Away With It
    Databricks, a data lakehouse company founded by the creators of Apache Spark, published a blog post claiming that it set a new data warehousing performance record in 100 TB TPC-DS benchmark. It was also mentioned that Databricks was 2.7x faster and 12x better in terms of price performance compared to Snowflake. - Source: dev.to / almost 3 years ago
  • A Quick Start to Databricks on AWS
    Go to Databricks and click the Try Databricks button. Fill in the form and Select AWS as your desired platform afterward. - Source: dev.to / about 3 years ago
View more

What are some alternatives?

When comparing Light Table and Databricks, you can also consider the following products

VS Code - Build and debug modern web and cloud applications, by Microsoft

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

Sublime Text - Sublime Text is a sophisticated text editor for code, html and prose - any kind of text file. You'll love the slick user interface and extraordinary features. Fully customizable with macros, and syntax highlighting for most major languages.

Looker - Looker makes it easy for analysts to create and curate custom data experiences—so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.

Vim - Highly configurable text editor built to enable efficient text editing

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.