Cap'n Proto VS simdjson

Compare Cap'n Proto vs simdjson and see what are their differences.

Cap'n Proto

Cap'n Proto serialization/RPC system - core tools and C++ library (by capnproto)

simdjson

Parsing gigabytes of JSON per second : used by Facebook/Meta Velox, the Node.js runtime, ClickHouse, WatermelonDB, Apache Doris, Milvus, StarRocks (by simdjson)
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Cap'n Proto simdjson
66 65
11,163 18,362
1.5% 1.2%
9.3 9.2
7 days ago 14 days ago
C++ C++
GNU General Public License v3.0 or later Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Cap'n Proto

Posts with mentions or reviews of Cap'n Proto. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-09.
  • Mysterious Moving Pointers
    1 project | news.ycombinator.com | 14 Apr 2024
    Yeah I pretty much only use my own alternate container implementations (from KJ[0]), which avoid these footguns, but the result is everyone complains our project is written in Kenton-Language rather than C++ and there's no Stack Overflow for it and we can't hire engineers who know how to write it... oops.

    [0] https://github.com/capnproto/capnproto/blob/v2/kjdoc/tour.md

  • Show HN: Comprehensive inter-process communication (IPC) toolkit in modern C++
    2 projects | news.ycombinator.com | 9 Apr 2024
    - may massively reduce the latency involved.

    Those sharing Cap'n Proto-encoded data may have particular interest. Cap'n Proto (https://capnproto.org) is fantastic at its core task - in-place serialization with zero-copy - and we wanted to make the IPC (inter-process communication) involving capnp-serialized messages be zero-copy, end-to-end.

    That said, we paid equal attention to other varieties of payload; it's not limited to capnp-encoded messages. For example there is painless (<-- I hope!) zero-copy transmission of arbitrary combinations of STL-compliant native C++ data structures.

    To help determine whether Flow-IPC is relevant to you we wrote an intro blog post. It works through an example, summarizes the available features, and has some performance results. https://www.linode.com/blog/open-source/flow-ipc-introductio...

    Of course there's nothing wrong with going straight to the GitHub link and getting into the README and docs.

    Currently Flow-IPC is for Linux. (macOS/ARM64 and Windows support could follow soon, depending on demand/contributions.)

  • Condvars and atomics do not mix
    1 project | news.ycombinator.com | 24 Mar 2024
    FWIW, my C++ toolkit library, KJ, does the same thing.[0]

    But presumably you could still write a condition predicate which looks at things which aren't actually part of the mutex-wrapped structure? Or does is the Rust type system able to enforce that the callback can only consider the mutex-wrapped value and values that are constant over the lifetime of the wait? (You need the latter e.g. if you are waiting for the mutex-wrapped value to compare equal to some local variable...)

    [0] https://github.com/capnproto/capnproto/blob/e6ad6f919aeb381b...

  • Cap'n'Proto: infinitely faster than Protobuf
    1 project | news.ycombinator.com | 26 Feb 2024
  • I don’t understand zero copy
    2 projects | /r/rust | 7 Dec 2023
    The second one is to encode data in such a way that you can read it and operate on it directly from the buffer. You write data in a layout that is the same, or easily transformed as types in memory. To do that you usually need to encode with a known schema, only Sized types to efficiently compute fields locations as offsets in the buffer, and you usually represent pointers as offset into the encode. You can look at capnproto protocol for instance https://capnproto.org/
  • OpenTF Renames Itself to OpenTofu
    5 projects | news.ycombinator.com | 20 Sep 2023
    Worked well for Cap'n Proto (the cerealization protocol)! https://capnproto.org/
  • A Critique of the Cap'n Proto Schema Language
    3 projects | news.ycombinator.com | 20 Aug 2023
    With all due respect, you read completely wrong.

    * The very first use case for which Cap'n Proto was designed was to be the protocol that Sandstorm.io used to talk between sandbox and supervisor -- an explicitly adversarial security scenario.

    * The documentation explicitly calls out how implementations should manage resource exhaustion problems like deep recursion depth (stack overflow risk).

    * The implementation has been fuzz-tested multiple ways, including as part of Google's oss-fuzz.

    * When there are security bugs, I issue advisories like this:

    https://github.com/capnproto/capnproto/tree/v2/security-advi...

    * The primary aim of the entire project is to be a Capability-Based Security RPC protocol.

  • Cap'n Proto: serialization/RPC system – core tools and C++ library
    1 project | news.ycombinator.com | 28 Jul 2023
  • Sandstorm: Open-source platform for self-hosting web app
    15 projects | news.ycombinator.com | 4 Jun 2023
    I like how they use capability-based security [0] and use Cap'n Proto protocol. This is another technology that is slow to get broad adoption, but has many things going for when compared to e.g. Protocol Buffers (Cap'n Proto is created by the primary author of Protobuf v2, Kenton Varda).

    [0] https://sandstorm.io/how-it-works#capabilities

    [1] https://capnproto.org

  • Flatty - flat message buffers with direct mapping to Rust types without packing/unpacking
    4 projects | /r/rust | 10 May 2023
    Related but not Rust-specific: FlatBuffers, Cap'n Proto.

simdjson

Posts with mentions or reviews of simdjson. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-20.
  • Tips on adding JSON output to your command line utility. (2021)
    2 projects | news.ycombinator.com | 20 Apr 2024
    It's also supported by simdjson [0] (which has a lot of language bindings [1]):

    > Multithreaded processing of gigantic Newline-Delimited JSON (ndjson) and related formats at 3.5 GB/s

    [0] https://simdjson.org/

    [0] https://github.com/simdjson/simdjson?tab=readme-ov-file#bind...

  • 1BRC Merykitty's Magic SWAR: 8 Lines of Code Explained in 3k Words
    4 projects | news.ycombinator.com | 9 Mar 2024
  • Training great LLMs from ground zero in the wilderness as a startup
    3 projects | news.ycombinator.com | 6 Mar 2024
  • simdjson: Parsing Gigabytes of JSON per Second
    1 project | news.ycombinator.com | 23 Jan 2024
  • Use any web browser as GUI, with Zig in the back end and HTML5 in the front end
    17 projects | news.ycombinator.com | 1 Jan 2024
    String parsing is negligible compared to the speed of the DOM which is glacially slow: https://news.ycombinator.com/item?id=38835920

    Come on, people, make an effort to learn how insanely fast computers are, and how insanely inefficient our software is.

    String parsing can be done at gigabytes per second: https://github.com/simdjson/simdjson If you think that is the slowest operation in the browser, please find some resources that talk about what is actually happening in the browser?

  • Cray-1 performance vs. modern CPUs
    4 projects | news.ycombinator.com | 25 Dec 2023
    Thanks for all the detailed information! That answers a bunch of my questions and the implementation of strlen is nice.

    The instruction I was thinking of is pshufb. An example ‘weird’ use can be found for detecting white space in simdjson: https://github.com/simdjson/simdjson/blob/24b44309fb52c3e2c5...

    This works as follows:

    1. Observe that each ascii whitespace character ends with a different nibble.

    2. Make some vector of 16 bytes which has the white space character whose final nibble is the index of the byte, or some other character with a different final nibble from the byte (eg first element is space =0x20, next could be eg 0xff but not 0xf1 as that ends in the same nibble as index)

    3. For each block where you want to find white space, compute pcmpeqb(pshufb(whitespace, input), input). The rules of pshufb mean (a) non-ascii (ie bit 7 set) characters go to 0 so will compare false, (b) other characters are replaced with an element of whitespace according to their last nibble so will compare equal only if they are that whitespace character.

    I’m not sure how easy it would be to do such tricks with vgather.vv. In particular, the length of the input doesn’t matter (could be longer) but the length of white space must be 16 bytes. I’m not sure how the whole vlen stuff interacts with tricks like this where you (a) require certain fixed lengths and (b) may have different lengths for tables and input vectors. (and indeed there might just be better ways, eg you could imagine an operation with a 256-bit register where you permute some vector of bytes by sign-extending the nth bit of the 256-bit register into the result where the input byte is n).

  • Codebases to read
    5 projects | /r/cpp | 5 Dec 2023
    Additionally, if you like low level stuff, check out libfmt (https://github.com/fmtlib/fmt) - not a big project, not difficult to understand. Or something like simdjson (https://github.com/simdjson/simdjson).
  • Simdjson: Parsing Gigabytes of JSON per Second
    1 project | news.ycombinator.com | 30 Nov 2023
  • Building a high performance JSON parser
    19 projects | news.ycombinator.com | 5 Nov 2023
    Everything you said is totally reasonable. I'm a big fan of napkin math and theoretical upper bounds on performance.

    simdjson (https://github.com/simdjson/simdjson) claims to fully parse JSON on the order of 3 GB/sec. Which is faster than OP's Go whitespace parsing! These tests are running on different hardware so it's not apples-to-apples.

    The phrase "cannot go faster than this" is just begging for a "well ackshully". Which I hate to do. But the fact that there is an existence proof of Problem A running faster in C++ SIMD than OP's Probably B scalar Go is quite interesting and worth calling out imho. But I admit it doesn't change the rest of the post.

  • New package : lspce - a simple LSP Client for Emacs
    4 projects | /r/emacs | 30 Jun 2023
    I have same question as /u/JDRiverRun : how do you deal with JSON, do you parse json on Rust side or on Emacs side. I see that you are requiring json.el in your lspce.el, but I haven't looked through entire file carefully. If you parse on Rust side, do you use simdjson (there are at least two Rust bindings to it)? If yes, what are your impressions, experiences compared to more "standard" json library?

What are some alternatives?

When comparing Cap'n Proto and simdjson you can also consider the following projects:

gRPC - The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

RapidJSON - A fast JSON parser/generator for C++ with both SAX/DOM style API

Protobuf - Protocol Buffers - Google's data interchange format

jsoniter - jsoniter (json-iterator) is fast and flexible JSON parser available in Java and Go

FlatBuffers - FlatBuffers: Memory Efficient Serialization Library

json - JSON for Modern C++

ZeroMQ - ZeroMQ core engine in C++, implements ZMTP/3.1

json-schema-validator - JSON schema validator for JSON for Modern C++

Apache Thrift - Apache Thrift

JsonCpp - A C++ library for interacting with JSON.

MessagePack - MessagePack serializer implementation for Java / msgpack.org[Java]

json - A C++11 library for parsing and serializing JSON to and from a DOM container in memory.