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Light Table VS Google Cloud Dataflow

Compare Light Table VS Google Cloud Dataflow and see what are their differences

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

Light Table logo Light Table

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

Google Cloud Dataflow logo Google Cloud Dataflow

Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.
  • Light Table Landing page
    Landing page //
    2021-10-21
  • Google Cloud Dataflow Landing page
    Landing page //
    2023-10-03

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.

Google Cloud Dataflow features and specs

  • Scalability
    Google Cloud Dataflow can automatically scale up or down depending on your data processing needs, handling massive datasets with ease.
  • Fully Managed
    Dataflow is a fully managed service, which means you don't have to worry about managing the underlying infrastructure.
  • Unified Programming Model
    It provides a single programming model for both batch and streaming data processing using Apache Beam, simplifying the development process.
  • Integration
    Seamlessly integrates with other Google Cloud services like BigQuery, Cloud Storage, and Bigtable.
  • Real-time Analytics
    Supports real-time data processing, enabling quicker insights and facilitating faster decision-making.
  • Cost Efficiency
    Pay-as-you-go pricing model ensures you only pay for resources you actually use, which can be cost-effective.
  • Global Availability
    Cloud Dataflow is available globally, which allows for regionalized data processing.
  • Fault Tolerance
    Built-in fault tolerance mechanisms help ensure uninterrupted data processing.

Possible disadvantages of Google Cloud Dataflow

  • Steep Learning Curve
    The complexity of using Apache Beam and understanding its model can be challenging for beginners.
  • Debugging Difficulties
    Debugging data processing pipelines can be complex and time-consuming, especially for large-scale data flows.
  • Cost Management
    While it can be cost-efficient, the costs can rise quickly if not monitored properly, particularly with real-time data processing.
  • Vendor Lock-in
    Using Google Cloud Dataflow can lead to vendor lock-in, making it challenging to migrate to another cloud provider.
  • Limited Support for Non-Google Services
    While it integrates well within Google Cloud, support for non-Google services may not be as robust.
  • Latency
    There can be some latency in data processing, especially when dealing with high volumes of data.
  • Complexity in Pipeline Design
    Designing pipelines to be efficient and cost-effective can be complex, requiring significant expertise.

Light Table videos

+ Add

Cheap Amazon Light Table - Unboxing, Building and review

Google Cloud Dataflow videos

+ Add

Introduction to Google Cloud Dataflow - Course Introduction

More videos:

  • Review - Serverless data processing with Google Cloud Dataflow (Google Cloud Next '17)
  • Review - Apache Beam and Google Cloud Dataflow

Category Popularity

0-100% (relative to Light Table and Google Cloud Dataflow)

Light Table

Google Cloud Dataflow

Text Editors
100 100%
Text Editors
0% 0
Big Data
0 0%
Big Data
100% 100
IDE
100 100%
IDE
0% 0
Data Dashboard
0 0%
Data Dashboard
100% 100

User comments

Share your experience with using Light Table and Google Cloud Dataflow. For example, how are they different and which one is better?
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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 Google Cloud Dataflow

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

Google Cloud Dataflow Reviews

Top 8 Apache Airflow Alternatives in 2024
Google Cloud Dataflow is highly focused on real-time streaming data and batch data processing from web resources, IoT devices, etc. Data gets cleansed and filtered as Dataflow implements Apache Beam to simplify large-scale data processing. Such prepared data is ready for analysis for Google BigQuery or other analytics tools for prediction, personalization, and other purposes.
Source: blog.skyvia.com

Social recommendations and mentions

Google Cloud Dataflow might be a bit more popular than Light Table. We know about 14 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 / 3 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 / 11 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

Google Cloud Dataflow mentions (14)

  • How do you implement CDC in your organization
    Imo if you are using the cloud and not doing anything particularly fancy the native tooling is good enough. For AWS that is DMS (for RDBMS) and Kinesis/Lamba (for streams). Google has Data Fusion and Dataflow . Azure hasData Factory if you are unfortunate enough to have to use SQL Server or Azure. Imo the vendored tools and open source tools are more useful when you need to ingest data from SaaS platforms, and... Source: over 2 years ago
  • Here’s a playlist of 7 hours of music I use to focus when I’m coding/developing. Post yours as well if you also have one!
    This sub is for Apache Beam and Google Cloud Dataflow as the sidebar suggests. Source: over 2 years ago
  • How are view/listen counts rolled up on something like Spotify/YouTube?
    I am pretty sure they are using pub/sub with probably a Dataflow pipeline to process all that data. Source: over 2 years ago
  • Best way to export several GCP datasets to AWS?
    You can run a Dataflow job that copies the data directly from BQ into S3, though you'll have to run a job per table. This can be somewhat expensive to do. Source: over 2 years ago
  • Why we don’t use Spark
    It was clear we needed something that was built specifically for our big-data SaaS requirements. Dataflow was our first idea, as the service is fully managed, highly scalable, fairly reliable and has a unified model for streaming & batch workloads. Sadly, the cost of this service was quite large. Secondly, at that moment in time, the service only accepted Java implementations, of which we had little knowledge... - Source: dev.to / about 3 years ago
View more

What are some alternatives?

When comparing Light Table and Google Cloud Dataflow, 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.

Amazon EMR - Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

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

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

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