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Humanify

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Samza vs Humanify: What are the differences?

What is Samza? A distributed stream processing framework. It allows you to build stateful applications that process data in real-time from multiple sources including Apache Kafka.

What is Humanify? Add human touch to otherwise very machined node.js streams. It is a free and open source server and web application, written in Node.js, that allows adding human intelligence to data streaming in scenarios where computers are not suitable to make educated enough choices In just a couple lines of code it will ingest your data stream, open an HTTP server with a WebApplication that will be fed with all the data from the stream. Now you and your team can add decisions to each item of your data stream..

Samza belongs to "Message Queue" category of the tech stack, while Humanify can be primarily classified under "Stream Processing".

Some of the features offered by Samza are:

  • HIGH PERFORMANCE
  • HORIZONTALLY SCALABLE
  • EASY TO OPERATE

On the other hand, Humanify provides the following key features:

  • Simple installation
  • Fast data review
  • Human in the loop input

Samza is an open source tool with 620 GitHub stars and 269 GitHub forks. Here's a link to Samza's open source repository on GitHub.

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What is Humanify?

It is a free and open source server and web application, written in Node.js, that allows adding human intelligence to data streaming in scenarios where computers are not suitable to make educated enough choices. In just a couple lines of code it will ingest your data stream, open an HTTP server with a WebApplication that will be fed with all the data from the stream. Now you and your team can add decisions to each item of your data stream.

What is Samza?

It allows you to build stateful applications that process data in real-time from multiple sources including Apache Kafka.

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What companies use Humanify?
What companies use Samza?
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    What tools integrate with Humanify?
    What tools integrate with Samza?
    What are some alternatives to Humanify and Samza?
    MySQL
    The MySQL software delivers a very fast, multi-threaded, multi-user, and robust SQL (Structured Query Language) database server. MySQL Server is intended for mission-critical, heavy-load production systems as well as for embedding into mass-deployed software.
    PostgreSQL
    PostgreSQL is an advanced object-relational database management system that supports an extended subset of the SQL standard, including transactions, foreign keys, subqueries, triggers, user-defined types and functions.
    MongoDB
    MongoDB stores data in JSON-like documents that can vary in structure, offering a dynamic, flexible schema. MongoDB was also designed for high availability and scalability, with built-in replication and auto-sharding.
    Redis
    Redis is an open source (BSD licensed), in-memory data structure store, used as a database, cache, and message broker. Redis provides data structures such as strings, hashes, lists, sets, sorted sets with range queries, bitmaps, hyperloglogs, geospatial indexes, and streams.
    Amazon S3
    Amazon Simple Storage Service provides a fully redundant data storage infrastructure for storing and retrieving any amount of data, at any time, from anywhere on the web
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