[AskJS] JavaScript for data processing

This page summarizes the projects mentioned and recommended in the original post on /r/javascript

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  • pond

    Immutable timeseries data structures built with Typescript (by esnet)

  • We used to use a library called Pond.js, https://github.com/esnet/pond, but the reliance on Immutable.JS caused some performance pitfalls, so we wrote a system from scratch that deals with data in a batched streaming fashion. A lot of the concepts were borrowed from a Rust library called timely-dataflow, https://github.com/TimelyDataflow/timely-dataflow.

  • timely-dataflow

    A modular implementation of timely dataflow in Rust

  • We used to use a library called Pond.js, https://github.com/esnet/pond, but the reliance on Immutable.JS caused some performance pitfalls, so we wrote a system from scratch that deals with data in a batched streaming fashion. A lot of the concepts were borrowed from a Rust library called timely-dataflow, https://github.com/TimelyDataflow/timely-dataflow.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • btree-typescript

    A reasonably fast in-memory B+ tree with a powerful API based on the standard Map. Small minified. Well documented.

  • Separately to the processing, the in-memory database we use is https://github.com/qwertie/btree-typescript, again able to support millions of data points per second.

  • COST

    Single-threaded graph computation in Rust

  • blog

    Some notes on things I find interesting and important. (by frankmcsherry)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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