Rob Pike: Gobs of data (2011)

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  1. gerbil-cbor

    Discontinued CBOR/RFC 8949 implementation for Gerbil Scheme

    I'm in the same boat. Not to mention security concerns that often crop up in (interpreted) language specific deserialization (I'm looking at you, pickle, thinly veiled `eval()`). I agree that CBOR should generally be the serialization tool of choice for self-describing data (ie. in places where you might otherwise choose JSON).

    And if your language of choice doesn't have a CBOR lib, CBOR is fairly easy to implement and writing a encoder/decoder is very fun! I recently completed my implementation for the Gerbil Scheme language last week [0].

    [0]: https://github.com/chiefnoah/gerbil-cbor

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. ion-docs

    Source for the GitHub Pages for Ion.

    Have you tried the superset of json from AWS?

    https://amazon-ion.github.io/ion-docs/

  4. go_serialization_benchmarks

    Benchmarks of Go serialization methods

    Someone made a benchmark of serialization libraries in go [1], and I was surprised to see gobs is one of the slowest ones, specially for decoding. I suspect part of the reason is that the API doesn't not allow reusing decoders [2]. From my explorations it seems like both JSON [3], message-pack [4] and CBOR [5] are better alternatives.

    By the way, in Go there are a like a million JSON encoders because a lot of things in the std library are not really coded for maximum performance but more for easy of usage, it seems. Perhaps this is the right balance for certain things (ex: the http library, see [6]).

    There are also a bunch of libraries that allow you to modify a JSON file "in place", without having to fully deserialize into structs (ex: GJSON/SJSON [7] [8]). This sounds very convenient and more efficient that fully de/serializing if we just need to change the data a little.

    --

    1: https://github.com/alecthomas/go_serialization_benchmarks

    2: https://github.com/golang/go/issues/29766#issuecomment-45492...

    --

    3: https://github.com/goccy/go-json

    4: https://github.com/vmihailenco/msgpack

    5: https://github.com/fxamacker/cbor

    --

    6: https://github.com/valyala/fasthttp#faq

    --

    7: https://github.com/tidwall/gjson

    8: https://github.com/tidwall/sjson

  5. go

    The Go programming language

    Someone made a benchmark of serialization libraries in go [1], and I was surprised to see gobs is one of the slowest ones, specially for decoding. I suspect part of the reason is that the API doesn't not allow reusing decoders [2]. From my explorations it seems like both JSON [3], message-pack [4] and CBOR [5] are better alternatives.

    By the way, in Go there are a like a million JSON encoders because a lot of things in the std library are not really coded for maximum performance but more for easy of usage, it seems. Perhaps this is the right balance for certain things (ex: the http library, see [6]).

    There are also a bunch of libraries that allow you to modify a JSON file "in place", without having to fully deserialize into structs (ex: GJSON/SJSON [7] [8]). This sounds very convenient and more efficient that fully de/serializing if we just need to change the data a little.

    --

    1: https://github.com/alecthomas/go_serialization_benchmarks

    2: https://github.com/golang/go/issues/29766#issuecomment-45492...

    --

    3: https://github.com/goccy/go-json

    4: https://github.com/vmihailenco/msgpack

    5: https://github.com/fxamacker/cbor

    --

    6: https://github.com/valyala/fasthttp#faq

    --

    7: https://github.com/tidwall/gjson

    8: https://github.com/tidwall/sjson

  6. go-json

    Fast JSON encoder/decoder compatible with encoding/json for Go

    Someone made a benchmark of serialization libraries in go [1], and I was surprised to see gobs is one of the slowest ones, specially for decoding. I suspect part of the reason is that the API doesn't not allow reusing decoders [2]. From my explorations it seems like both JSON [3], message-pack [4] and CBOR [5] are better alternatives.

    By the way, in Go there are a like a million JSON encoders because a lot of things in the std library are not really coded for maximum performance but more for easy of usage, it seems. Perhaps this is the right balance for certain things (ex: the http library, see [6]).

    There are also a bunch of libraries that allow you to modify a JSON file "in place", without having to fully deserialize into structs (ex: GJSON/SJSON [7] [8]). This sounds very convenient and more efficient that fully de/serializing if we just need to change the data a little.

    --

    1: https://github.com/alecthomas/go_serialization_benchmarks

    2: https://github.com/golang/go/issues/29766#issuecomment-45492...

    --

    3: https://github.com/goccy/go-json

    4: https://github.com/vmihailenco/msgpack

    5: https://github.com/fxamacker/cbor

    --

    6: https://github.com/valyala/fasthttp#faq

    --

    7: https://github.com/tidwall/gjson

    8: https://github.com/tidwall/sjson

  7. msgpack

    msgpack.org[Go] MessagePack encoding for Golang (by vmihailenco)

    Someone made a benchmark of serialization libraries in go [1], and I was surprised to see gobs is one of the slowest ones, specially for decoding. I suspect part of the reason is that the API doesn't not allow reusing decoders [2]. From my explorations it seems like both JSON [3], message-pack [4] and CBOR [5] are better alternatives.

    By the way, in Go there are a like a million JSON encoders because a lot of things in the std library are not really coded for maximum performance but more for easy of usage, it seems. Perhaps this is the right balance for certain things (ex: the http library, see [6]).

    There are also a bunch of libraries that allow you to modify a JSON file "in place", without having to fully deserialize into structs (ex: GJSON/SJSON [7] [8]). This sounds very convenient and more efficient that fully de/serializing if we just need to change the data a little.

    --

    1: https://github.com/alecthomas/go_serialization_benchmarks

    2: https://github.com/golang/go/issues/29766#issuecomment-45492...

    --

    3: https://github.com/goccy/go-json

    4: https://github.com/vmihailenco/msgpack

    5: https://github.com/fxamacker/cbor

    --

    6: https://github.com/valyala/fasthttp#faq

    --

    7: https://github.com/tidwall/gjson

    8: https://github.com/tidwall/sjson

  8. cbor

    CBOR codec (RFC 8949, RFC 8742) with CBOR tags, Go struct tag options (toarray, keyasint, omitempty, omitzero), float64/32/16, big.Int, and fuzz tested.

    Someone made a benchmark of serialization libraries in go [1], and I was surprised to see gobs is one of the slowest ones, specially for decoding. I suspect part of the reason is that the API doesn't not allow reusing decoders [2]. From my explorations it seems like both JSON [3], message-pack [4] and CBOR [5] are better alternatives.

    By the way, in Go there are a like a million JSON encoders because a lot of things in the std library are not really coded for maximum performance but more for easy of usage, it seems. Perhaps this is the right balance for certain things (ex: the http library, see [6]).

    There are also a bunch of libraries that allow you to modify a JSON file "in place", without having to fully deserialize into structs (ex: GJSON/SJSON [7] [8]). This sounds very convenient and more efficient that fully de/serializing if we just need to change the data a little.

    --

    1: https://github.com/alecthomas/go_serialization_benchmarks

    2: https://github.com/golang/go/issues/29766#issuecomment-45492...

    --

    3: https://github.com/goccy/go-json

    4: https://github.com/vmihailenco/msgpack

    5: https://github.com/fxamacker/cbor

    --

    6: https://github.com/valyala/fasthttp#faq

    --

    7: https://github.com/tidwall/gjson

    8: https://github.com/tidwall/sjson

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  10. fasthttp

    Fast HTTP package for Go. Tuned for high performance. Zero memory allocations in hot paths. Up to 10x faster than net/http

    Someone made a benchmark of serialization libraries in go [1], and I was surprised to see gobs is one of the slowest ones, specially for decoding. I suspect part of the reason is that the API doesn't not allow reusing decoders [2]. From my explorations it seems like both JSON [3], message-pack [4] and CBOR [5] are better alternatives.

    By the way, in Go there are a like a million JSON encoders because a lot of things in the std library are not really coded for maximum performance but more for easy of usage, it seems. Perhaps this is the right balance for certain things (ex: the http library, see [6]).

    There are also a bunch of libraries that allow you to modify a JSON file "in place", without having to fully deserialize into structs (ex: GJSON/SJSON [7] [8]). This sounds very convenient and more efficient that fully de/serializing if we just need to change the data a little.

    --

    1: https://github.com/alecthomas/go_serialization_benchmarks

    2: https://github.com/golang/go/issues/29766#issuecomment-45492...

    --

    3: https://github.com/goccy/go-json

    4: https://github.com/vmihailenco/msgpack

    5: https://github.com/fxamacker/cbor

    --

    6: https://github.com/valyala/fasthttp#faq

    --

    7: https://github.com/tidwall/gjson

    8: https://github.com/tidwall/sjson

  11. GJSON

    Get JSON values quickly - JSON parser for Go

    Someone made a benchmark of serialization libraries in go [1], and I was surprised to see gobs is one of the slowest ones, specially for decoding. I suspect part of the reason is that the API doesn't not allow reusing decoders [2]. From my explorations it seems like both JSON [3], message-pack [4] and CBOR [5] are better alternatives.

    By the way, in Go there are a like a million JSON encoders because a lot of things in the std library are not really coded for maximum performance but more for easy of usage, it seems. Perhaps this is the right balance for certain things (ex: the http library, see [6]).

    There are also a bunch of libraries that allow you to modify a JSON file "in place", without having to fully deserialize into structs (ex: GJSON/SJSON [7] [8]). This sounds very convenient and more efficient that fully de/serializing if we just need to change the data a little.

    --

    1: https://github.com/alecthomas/go_serialization_benchmarks

    2: https://github.com/golang/go/issues/29766#issuecomment-45492...

    --

    3: https://github.com/goccy/go-json

    4: https://github.com/vmihailenco/msgpack

    5: https://github.com/fxamacker/cbor

    --

    6: https://github.com/valyala/fasthttp#faq

    --

    7: https://github.com/tidwall/gjson

    8: https://github.com/tidwall/sjson

  12. sjson

    Set JSON values very quickly in Go

    Someone made a benchmark of serialization libraries in go [1], and I was surprised to see gobs is one of the slowest ones, specially for decoding. I suspect part of the reason is that the API doesn't not allow reusing decoders [2]. From my explorations it seems like both JSON [3], message-pack [4] and CBOR [5] are better alternatives.

    By the way, in Go there are a like a million JSON encoders because a lot of things in the std library are not really coded for maximum performance but more for easy of usage, it seems. Perhaps this is the right balance for certain things (ex: the http library, see [6]).

    There are also a bunch of libraries that allow you to modify a JSON file "in place", without having to fully deserialize into structs (ex: GJSON/SJSON [7] [8]). This sounds very convenient and more efficient that fully de/serializing if we just need to change the data a little.

    --

    1: https://github.com/alecthomas/go_serialization_benchmarks

    2: https://github.com/golang/go/issues/29766#issuecomment-45492...

    --

    3: https://github.com/goccy/go-json

    4: https://github.com/vmihailenco/msgpack

    5: https://github.com/fxamacker/cbor

    --

    6: https://github.com/valyala/fasthttp#faq

    --

    7: https://github.com/tidwall/gjson

    8: https://github.com/tidwall/sjson

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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