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Google Cloud Dataflow VS Sublime Text

Compare Google Cloud Dataflow VS Sublime Text and see what are their differences

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

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.

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.
  • Google Cloud Dataflow Landing page
    Landing page //
    2023-10-03
  • Sublime Text Landing page
    Landing page //
    2023-07-17

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.

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.

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

Sublime Text videos

+ Add

SUBLIME TEXT REVIEW | CODE EDITOR TOOL

More videos:

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

Category Popularity

0-100% (relative to Google Cloud Dataflow and Sublime Text)

Google Cloud Dataflow

Sublime Text

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

User comments

Share your experience with using Google Cloud Dataflow and Sublime Text. 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 Google Cloud Dataflow and Sublime Text

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

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, Google Cloud Dataflow should be more popular than Sublime Text. It has been mentiond 14 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.

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

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 Google Cloud Dataflow 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

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

Qubole - Qubole delivers a self-service platform for big aata analytics built on Amazon, Microsoft and Google Clouds.

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

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