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Apache Thrift VS DataFleets

Compare Apache Thrift VS DataFleets and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Apache Thrift logo Apache Thrift

An interface definition language and communication protocol for creating cross-language services.

DataFleets logo DataFleets

Data science for private data.
  • Apache Thrift Landing page
    Landing page //
    2019-07-12
  • DataFleets Landing page
    Landing page //
    2023-08-28

The world's first cloud platform for unified and privacy-preserving enterprise data analytics powered by Federated Learning. It's never been easier to securely bridge data silos and create new data-driven products with strong network effects. DataFleets allows data teams to ship their analytics out to data, wherever it resides, analyzing it compliantly (e.g., GDPR, CCPA) with game-changing results: 10x available data and 10x speed in accessing it.

Apache Thrift features and specs

  • Cross-Language Support
    Apache Thrift supports numerous programming languages including Java, Python, C++, Ruby, and more, enabling seamless communication between services written in different languages.
  • Efficient Serialization
    Thrift offers efficient binary serialization which helps in reducing the payload size and improves the communication speed between services.
  • Service Definition Flexibility
    Thrift provides a robust interface definition language (IDL) for defining and generating code for services with strict type checking, fostering strong contract interfaces.
  • Scalability
    Due to its lightweight and efficient serialization mechanisms, Apache Thrift can handle a large number of simultaneous client connections, making it suitable for scalable distributed systems.
  • Versioning Support
    Thrift supports service versioning which helps in evolving APIs without disrupting existing services or clients.

Possible disadvantages of Apache Thrift

  • Steep Learning Curve
    For new users, especially those not familiar with RPC frameworks, learning and understanding Thriftโ€™s IDL and operations can be complex and time-consuming.
  • Documentation and Community Support
    Compared to some alternative technologies, Apache Thrift's documentation and community support can be less robust, which might pose challenges in troubleshooting or seeking guidance.
  • Lack of Advanced Features
    Thrift does not support some advanced features like streaming or multiplexing out of the box, which could limit its use in complex systems requiring these functionalities.
  • Infrastructure Overhead
    Integrating Thrift into an existing system might introduce infrastructure overhead both in initial setup and ongoing maintenance, especially when dealing with multiple languages.
  • Protocol Limitations
    While Thrift is highly efficient, its protocol limitations might require additional workarounds for certain data structures or transport mechanisms, complicating development.

DataFleets features and specs

No features have been listed yet.

Analysis of Apache Thrift

Overall verdict

  • Yes, Apache Thrift is considered to be a good option for projects needing cross-language communication and efficient serialization. Its efficiency and wide adoption have proven it to be a reliable framework in many production environments.

Why this product is good

  • Apache Thrift is a widely used framework for scalable cross-language services development. It allows for seamless communication between programs written in different languages by providing code generation and serialization capabilities for a variety of languages. Thrift supports an efficient binary protocol and is highly customizable, making it a robust choice for services that require performance and flexibility. Additionally, it's an open-source project under the Apache Software Foundation, which ensures it has a strong community and ongoing updates.

Recommended for

  • Organizations that require cross-language service communication
  • Projects that need high-performance and low-latency data transmission
  • Developers looking for a framework with support for multiple programming languages
  • Teams looking for a customizable serialization protocol

Apache Thrift videos

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Apache Thrift

DataFleets videos

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Enterprise Analytics: Federated Learning and Differential Privacy

Category Popularity

0-100% (relative to Apache Thrift and DataFleets)

Apache Thrift

DataFleets

Web Servers
100 100%
Web Servers
0% 0
Data Science And Machine Learning
0 0%
Data Science And Machine Learning
100% 100
Web And Application Servers
100 100%
Web And Application Servers
0% 0
Machine Learning Tools
0 0%
Machine Learning Tools
100% 100

User comments

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Social recommendations and mentions

Based on our record, Apache Thrift seems to be more popular. It has been mentiond 13 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.

Apache Thrift mentions (13)

  • Show HN: TypeSchema โ€“ A JSON specification to describe data models
    I once read a paper about Apache/Meta Thrift [1,2]. It allows you to define data types/interfaces in a definition file and generate code for many programming languages. It was specifically designed for RPCs and microservices. [1]: https://thrift.apache.org/. - Source: Hacker News / almost 2 years ago
  • Delving Deeper: Enriching Microservices with Golang with CloudWeGo
    While gRPC and Apache Thrift have served the microservice architecture well, CloudWeGo's advanced features and performance metrics set it apart as a promising open source solution for the future. - Source: dev.to / over 2 years ago
  • Reddit System Design/Architecture
    Services in general communicate via Thrift (and in some cases HTTP). Source: over 3 years ago
  • Universal type language!
    Protocol Buffers is the most popular one, but there are many others such as Apache Thrift and my own Typical. Source: over 3 years ago
  • You worked on it? Why is it slow then?
    RPC is not strictly OO, but you can think of RPC calls like method calls. In general it will reflect your interface design and doesn't have to be top-down, although a good project usually will look that way. A good contrast to REST where you use POST/PUT/GET/DELETE pattern on resources where as a procedure call could be a lot more flexible and potentially lighter weight. Think of it like defining methods in code... Source: almost 4 years ago
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DataFleets mentions (0)

We have not tracked any mentions of DataFleets yet. Tracking of DataFleets recommendations started around Mar 2021.

What are some alternatives?

When comparing Apache Thrift and DataFleets, you can also consider the following products

Docker Hub - Docker Hub is a cloud-based registry service

Apache ZooKeeper - Apache ZooKeeper is an effort to develop and maintain an open-source server which enables highly reliable distributed coordination.

Eureka - Eureka is a contact center and enterprise performance through speech analytics that immediately reveals insights from automated analysis of communications including calls, chat, email, texts, social media, surveys and more.

Avro - Avro Keyboard is an Unicode and ANSI compliant Free Bangla Typing Software and Bangla Spell Checker for Windows.

SkyDNS - DNS service discovery for etcd. Contribute to skynetservices/skydns development by creating an account on GitHub.

gRPC - Application and Data, Languages & Frameworks, Remote Procedure Call (RPC), and Service Discovery

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