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Databricks VS Sublime Text

Compare Databricks VS Sublime Text and see what are their differences

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Contents:
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  2. » Videos
  3. » Reviews
  4. » Alternatives

Databricks logo Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

Sublime Text logo 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.
  • Databricks Landing page
    Landing page //
    2023-09-14
  • Sublime Text Landing page
    Landing page //
    2023-07-17

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.

Sublime Text features and specs

  • Speed
    Sublime Text is known for its fast performance, even with very large files and heavy duty workloads, providing a smooth coding experience.
  • Customizability
    It offers extensive customization options via JSON settings files, allowing users to tailor the editor to their specific needs and preferences.
  • Package Control
    The Package Control feature allows for easy installation, management, and discovery of plugins and themes, greatly enhancing functionality.
  • Multi-Platform Support
    Available on Windows, macOS, and Linux, it enables a consistent working environment across different operating systems.
  • Multiple Selections
    Allows for simultaneous editing by making multiple text selections, which is a powerful feature for rapidly making large-scale changes.
  • Distraction-Free Mode
    Offers a distraction-free mode that lets you focus on code by providing a full-screen, minimal interface.
  • Command Palette
    Provides a command palette that gives quick access to various functionalities, making performing complex actions easier.

Possible disadvantages of Sublime Text

  • Cost
    While a free evaluation version is available, continued use requires purchasing a license, which may be a barrier for hobbyists or cash-strapped developers.
  • Limited IDE Features
    It lacks some of the advanced features found in full-fledged Integrated Development Environments (IDEs), such as robust debugging tools and integrated version control.
  • Steep Learning Curve
    The high degree of customizability can be overwhelming for beginners, requiring a significant time investment to master.
  • Plugin Dependencies
    While the extensive plugin ecosystem is an advantage, it can also lead to dependencies on third-party plugins which may not always be reliable or maintained.
  • No Real-Time Collaboration
    Unlike some modern editors, Sublime Text lacks built-in support for real-time collaboration between multiple users.
  • Occasional Plugin Conflicts
    Plugins can occasionally conflict with each other, causing unexpected behavior or performance issues.
  • Less Active Community
    Compared to some other popular editors like VSCode, the Sublime Text community is relatively smaller and less active.

Databricks videos

+ Add

Introduction to Databricks

More videos:

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

Sublime Text videos

+ Add

SUBLIME TEXT REVIEW | CODE EDITOR TOOL

More videos:

  • Review - Visual Studio Code vs Sublime Text - Laravel Dev POV

Category Popularity

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Data Dashboard
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Data Dashboard
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Text Editors
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Text Editors
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Database Tools
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Database Tools
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IDE
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IDE
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User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Databricks and Sublime Text

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...
Source: www.shipyardapp.com
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.
Source: blog.bismart.com

Sublime Text Reviews

Boost Your Productivity with These Top Text Editors and IDEs
Sublime Text is widely regarded as one of the best text editors for coding. Its speed, flexibility, and ease of use make it a favorite among developers. With a simple and intuitive user interface, Sublime Text allows you to focus on your code without distractions. It supports a wide range of programming languages and offers features like split editing, multiple selections,...
Source: convesio.com
13 Best Text Editors to Speed up Your Workflow
As for the features, Sublime Text has an advantage in that it’s extremely lightweight (low resource usage), but still keeps around some of the more advanced features you would expect out of a top text editor. The primary benefit is that Sublime Text offers shortcuts and search tools for immediately finding certain functions and making changes to multiple lines at once....
Source: kinsta.com
Top 10 Free CSV Readers in 2023!
Sublime Text: A text editor that supports multiple file formats including CSV and has powerful features for viewing and editing large CSV files.
Source: www.retable.io
Top 10 Notepad++ Alternatives for Mac in 2022
Another Notepad++ Mac alternative, Sublime Text is a good choice if you’re going for code sophistication. The tool supports a lot o programming languages and mark-ups. In addition, you can even add in plugins in order to incorporate new functions. Sublime Text can actually be downloaded for free by Mac users. A purchased version is next up after you have finished the license.
Source: www.imymac.com
What's The Best C++ IDE? Our Top C++ IDEs & Editors In 2024
Sublime Text also offers a clean and uncluttered interface, which is great for focusing on your code without unnecessary distractions. This minimalist approach is combined with powerful editing features like syntax highlighting, customizable key bindings, code folding, and an advanced search functionality.
Source: hackr.io

Social recommendations and mentions

Based on our record, Databricks should be more popular than Sublime Text. It has been mentiond 18 times since March 2021. 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.

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

Sublime Text mentions (3)

  • Want better keybinding parity between micro and Sublime Text?
    I went through the key-bindings in Micro (which use different modifier keys) and added them to Sublime Text:. - Source: dev.to / over 2 years ago
  • Trying pop os episode 1
    Oh, and sublimetext.com too if you prefer something "cleaner". It is multi-platform too, like VSCodium. Source: over 3 years ago
  • Sublime Text 3 Setup
    Sublime Text Terminal Shortcuts and menu entries for opening a terminal at the current file, or the current root project folder in Sublime Text. - Source: dev.to / about 4 years ago

What are some alternatives?

When comparing Databricks and Sublime Text, you can also consider the following products

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

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

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.

Notepad++ - A free source code editor which supports several programming languages running under the MS Windows environment.

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