JSON explained

JavaScript Object Notation
Mime:application/json
Type Code:TEXT
Extension:.json
Uniform Type:public.json
Genre:Data interchange
Extended From:JavaScript
Standard:STD 90, ECMA-404, ISO/IEC 21778:2017
Open:Yes

JSON (JavaScript Object Notation, pronounced or) is an open standard file format and data interchange format that uses human-readable text to store and transmit data objects consisting of attribute–value pairs and arrays (or other serializable values). It is a commonly used data format with diverse uses in electronic data interchange, including that of web applications with servers.

JSON is a language-independent data format. It was derived from JavaScript, but many modern programming languages include code to generate and parse JSON-format data. JSON filenames use the extension .json.

Douglas Crockford originally specified the JSON format in the early 2000s.[1] He and Chip Morningstar sent the first JSON message in April 2001.

Naming and pronunciation

The 2017 international standard (ECMA-404 and ISO/IEC 21778:2017) specifies that "JSON" is "pronounced, as in 'Jason and The Argonauts.[2] The first (2013) edition of ECMA-404 did not address the pronunciation. The UNIX and Linux System Administration Handbook states, "Douglas Crockford, who named and promoted the JSON format, says it's pronounced like the name Jason. But somehow, 'JAY-sawn' seems to have become more common in the technical community."[3] Crockford said in 2011, "There's a lot of argument about how you pronounce that, but I strictly don't care."[1]

Standards

After had been available as its "informational" specification since 2006, JSON was first standardized in 2013, as ECMA-404., published in 2017, is the current version of the Internet Standard STD 90, and it remains consistent with ECMA-404. That same year, JSON was also standardized as ISO/IEC 21778:2017.[4] The ECMA and ISO/IEC standards describe only the allowed syntax, whereas the RFC covers some security and interoperability considerations.[5]

History

JSON grew out of a need for a real-time server-to-browser session communication protocol without using browser plugins such as Flash or Java applets, the dominant methods used in the early 2000s.[6]

Crockford first specified and popularized the JSON format.[1] The acronym originated at State Software, a company cofounded by Crockford and others in March 2001. The cofounders agreed to build a system that used standard browser capabilities and provided an abstraction layer for Web developers to create stateful Web applications that had a persistent duplex connection to a Web server by holding two Hypertext Transfer Protocol (HTTP) connections open and recycling them before standard browser time-outs if no further data were exchanged. The cofounders had a round-table discussion and voted on whether to call the data format JSML (JavaScript Markup Language) or JSON (JavaScript Object Notation), as well as under what license type to make it available. The JSON.org[7] website was launched in 2001. In December 2005, Yahoo! began offering some of its Web services in JSON.[8]

A precursor to the JSON libraries was used in a children's digital asset trading game project named Cartoon Orbit at Communities.com (the State cofounders had all worked at this company previously) for Cartoon Network, which used a browser side plug-in with a proprietary messaging format to manipulate DHTML elements (this system is also owned by 3DO). Upon discovery of early Ajax capabilities, digiGroups, Noosh, and others used frames to pass information into the user browsers' visual field without refreshing a Web application's visual context, realizing real-time rich Web applications using only the standard HTTP, HTML, and JavaScript capabilities of Netscape 4.0.5+ and Internet Explorer 5+. Crockford then found that JavaScript could be used as an object-based messaging format for such a system. The system was sold to Sun Microsystems, Amazon.com, and EDS.

JSON was based on a subset of the JavaScript scripting language (specifically, Standard ECMA-262 3rd Edition—December 1999[9]) and is commonly used with JavaScript, but it is a language-independent data format. Code for parsing and generating JSON data is readily available in many programming languages. JSON's website lists JSON libraries by language.

In October 2013, Ecma International published the first edition of its JSON standard ECMA-404.[10] That same year, used ECMA-404 as a reference. In 2014, became the main reference for JSON's Internet uses, superseding and (but preserving ECMA-262 and ECMA-404 as main references). In November 2017, ISO/IEC JTC 1/SC 22 published ISO/IEC 21778:2017 as an international standard. On December 13, 2017, the Internet Engineering Task Force obsoleted when it published, which is the current version of the Internet Standard STD 90.[11] [12]

Crockford added a clause to the JSON license stating, "The Software shall be used for Good, not Evil", in order to open-source the JSON libraries while mocking corporate lawyers and those who are overly pedantic. On the other hand, this clause led to license compatibility problems of the JSON license with other open-source licenses since open-source software and free software usually imply no restrictions on the purpose of use.[13]

Syntax

The following example shows a possible JSON representation describing a person.

Character encoding

Although Crockford originally asserted that JSON is a strict subset of JavaScript and ECMAScript,[14] his specification actually allows valid JSON documents that are not valid JavaScript; JSON allows the Unicode line terminators and to appear unescaped in quoted strings, while ECMAScript 2018 and older do not.[15] This is a consequence of JSON disallowing only "control characters". For maximum portability, these characters should be backslash-escaped.

JSON exchange in an open ecosystem must be encoded in UTF-8.[16] The encoding supports the full Unicode character set, including those characters outside the Basic Multilingual Plane (U+0000 to U+FFFF). However, if escaped, those characters must be written using UTF-16 surrogate pairs. For example, to include the Emoji character in JSON:

// or

JSON became a strict subset of ECMAScript as of the language's 2019 revision.

Data types

JSON's basic data types are:

Whitespace is allowed and ignored around or between syntactic elements (values and punctuation, but not within a string value). Four specific characters are considered whitespace for this purpose: space, horizontal tab, line feed, and carriage return. In particular, the byte order mark must not be generated by a conforming implementation (though it may be accepted when parsing JSON). JSON does not provide syntax for comments.

Early versions of JSON (such as specified by) required that a valid JSON text must consist of only an object or an array type, which could contain other types within them. This restriction was dropped in, where a JSON text was redefined as any serialized value.

Numbers in JSON are agnostic with regard to their representation within programming languages. While this allows for numbers of arbitrary precision to be serialized, it may lead to portability issues. For example, since no differentiation is made between integer and floating-point values, some implementations may treat 42, 42.0, and 4.2E+1 as the same number, while others may not. The JSON standard makes no requirements regarding implementation details such as overflow, underflow, loss of precision, rounding, or signed zeros, but it does recommend expecting no more than IEEE 754 binary64 precision for "good interoperability". There is no inherent precision loss in serializing a machine-level binary representation of a floating-point number (like binary64) into a human-readable decimal representation (like numbers in JSON) and back since there exist published algorithms to do this exactly and optimally.[19]

Comments were intentionally excluded from JSON. In 2012, Douglas Crockford described his design decision thus: "I removed comments from JSON because I saw people were using them to hold parsing directives, a practice which would have destroyed interoperability."[20]

JSON disallows "trailing commas", a comma after the last value inside a data structure.[21] Trailing commas are a common feature of JSON derivatives to improve ease of use.[22]

Interoperability

describes certain aspects of JSON syntax that, while legal per the specifications, can cause interoperability problems.

In 2015, the IETF published, describing the "I-JSON Message Format", a restricted profile of JSON that constrains the syntax and processing of JSON to avoid, as much as possible, these interoperability issues.

Semantics

While JSON provides a syntactic framework for data interchange, unambiguous data interchange also requires agreement between producer and consumer on the semantics of specific use of the JSON syntax.[23] One example of where such an agreement is necessary is the serialization of data types that are not part of the JSON standard, for example, dates and regular expressions.

Metadata and schema

The official MIME type for JSON text is application/json,[24] and most modern implementations have adopted this. Legacy MIME types include text/json, text/x-json, and text/javascript.[25]

JSON Schema specifies a JSON-based format to define the structure of JSON data for validation, documentation, and interaction control. It provides a contract for the JSON data required by a given application and how that data can be modified.[26] JSON Schema is based on the concepts from XML Schema (XSD) but is JSON-based. As in XSD, the same serialization/deserialization tools can be used both for the schema and data, and it is self-describing. It is specified in an Internet Draft at the IETF, with the latest version as of 2024 being "Draft 2020-12".[27] There are several validators available for different programming languages,[28] each with varying levels of conformance. The standard filename extension is .json.[29]

The JSON standard does not support object references, but an IETF draft standard for JSON-based object references exists.[30]

Uses

JSON-RPC is a remote procedure call (RPC) protocol built on JSON, as a replacement for XML-RPC or SOAP. It is a simple protocol that defines only a handful of data types and commands. JSON-RPC lets a system send notifications (information to the server that does not require a response) and multiple calls to the server that can be answered out of order.

Asynchronous JavaScript and JSON (or AJAJ) refers to the same dynamic web page methodology as Ajax, but instead of XML, JSON is the data format. AJAJ is a web development technique that provides for the ability of a web page to request new data after it has loaded into the web browser. Typically, it renders new data from the server in response to user actions on that web page. For example, what the user types into a search box, client-side code then sends to the server, which immediately responds with a drop-down list of matching database items.

JSON has seen ad hoc usage as a configuration language. However, it does not support comments.In 2012, Douglas Crockford, JSON creator, had this to say about comments in JSON when used as a configuration language: "I know that the lack of comments makes some people sad, but it shouldn't. Suppose you are using JSON to keep configuration files, which you would like to annotate. Go ahead and insert all the comments you like. Then pipe it through JSMin[31] before handing it to your JSON parser."[20]

MongoDB uses JSON-like data for its document-oriented database.

Some relational databases, such as PostgreSQL and MySQL, have added support for native JSON data types. This allows developers to store JSON data directly in a relational database without having to convert it to another data format.

Safety

JSON being a subset of JavaScript can lead to the misconception that it is safe to pass JSON texts to the JavaScript [[eval]] function. This is not safe, due to certain valid JSON texts, specifically those containing or, not being valid JavaScript code until JavaScript specifications were updated in 2019, and so older engines may not support it.[32] To avoid the many pitfalls caused by executing arbitrary code from the Internet, a new function,, was first added to the fifth edition of ECMAScript,[33] which as of 2017 is supported by all major browsers. For non-supported browsers, an API-compatible JavaScript library is provided by Douglas Crockford.[34] In addition, the TC39 proposal "Subsume JSON" made ECMAScript a strict JSON superset as of the language's 2019 revision.[35] [36] Various JSON parser implementations have suffered from denial-of-service attack and mass assignment vulnerability.[37] [38]

Alternatives

See also: Comparison of data-serialization formats.

JSON is promoted as a low-overhead alternative to XML as both of these formats have widespread support for creation, reading, and decoding in the real-world situations where they are commonly used.[39] Apart from XML, examples could include CSV and supersets of JSON. Google Protocol Buffers can fill this role, although it is not a data interchange language. CBOR has a superset of the JSON data types, but it is not text-based.

XML

See main article: XML.

XML has been used to describe structured data and to serialize objects. Various XML-based protocols exist to represent the same kind of data structures as JSON for the same kind of data interchange purposes. Data can be encoded in XML in several ways. The most expansive form using tag pairs results in a much larger (in character count) representation than JSON, but if data is stored in attributes and 'short tag' form where the closing tag is replaced with, the representation is often about the same size as JSON or just a little larger. However, an XML attribute can only have a single value and each attribute can appear at most once on each element.

XML separates "data" from "metadata" (via the use of elements and attributes), while JSON does not have such a concept.

Another key difference is the addressing of values. JSON has objects with a simple "key" to "value" mapping, whereas in XML addressing happens on "nodes", which all receive a unique ID via the XML processor. Additionally, the XML standard defines a common attribute, that can be used by the user, to set an ID explicitly.

XML tag names cannot contain any of the characters !"#$%&'*+,/;<=>?@[\]^`{|}~, nor a space character, and cannot begin with,, or a numeric digit, whereas JSON keys can (even if quotation mark and backslash must be escaped).[40]

XML values are strings of characters, with no built-in type safety. XML has the concept of schema, that permits strong typing, user-defined types, predefined tags, and formal structure, allowing for formal validation of an XML stream. JSON has several types built-in and has a similar schema concept in JSON Schema.

XML supports comments, while JSON does not.[41] [20]

Supersets

Support for comments and other features have been deemed useful, which has led to several nonstandard JSON supersets being created. Among them are HJSON,[42] HOCON, and JSON5 (which despite its name, is not the fifth version of JSON).[43]

YAML

YAML version 1.2 is a superset of JSON; prior versions were not strictly compatible. For example, escaping a slash with a backslash is valid in JSON, but was not valid in YAML.[44] YAML supports comments, while JSON does not.[44] [45] [20]

CSON

CSON ("CoffeeScript Object Notation") uses significant indentation, unquoted keys, and assumes an outer object declaration. It was used for configuring GitHub's Atom text editor.[46] [47] [48]

There is also an unrelated project called CSON ("Cursive Script Object Notation") that is more syntactically similar to JSON.[49]

HOCON

HOCON ("Human-Optimized Config Object Notation") is a format for human-readable data, and a superset of JSON.[50] The uses of HOCON are:

JSON5

JSON5 ("JSON5 Data Interchange Format") is an extension of JSON syntax that just like JSON is also valid JavaScript syntax. The specification was started in 2012 and finished in 2018 with version 1.0.0.[61] The main differences to JSON syntax are:

JSON5 syntax is supported in some software as an extension of JSON syntax, for instance in SQLite.[62]

JSONC

JSONC (JSON with Comments) is a subset of JSON5 used in Microsoft's Visual Studio Code:[63]

Derivatives

Several serialization formats have been built on or from the JSON specification. Examples include

See also

Notes and References

  1. Web site: Douglas Crockford: The JSON Saga . YouTube . 2011-08-28 . 2022-02-21. Transcript:
  2. Web site: ECMA-404: The JSON Data Interchange Syntax . . December 2017 . 2nd . 2024-04-29 . iii, footnote . live . https://web.archive.org/web/20191027160438/www.ecma-international.org/publications/files/ECMA-ST/ECMA-404.pdf . 2019-10-27 . ecma2017.
  3. Book: Nemeth . Evi . Snyder . Garth . Hein . Trent R. . Whaley . Ben . Mackin . Dan . UNIX and Linux System Administration Handbook . 2017 . Addison-Wesley Professional . 9780134278292 . 5th . https://books.google.com/books?id=f7M1DwAAQBAJ&pg=PT1125 . 29 October 2019 . en . 19: Web Hosting.
  4. Web site: ISO/IEC 21778:2017. ISO. 29 July 2019. subscription.
  5. Web site: Bray. Tim. JSON Redux AKA RFC7159. Ongoing. 16 March 2014.
  6. Web site: Unofficial Java History . 2019-08-30 . 2014-05-26 . Edu4Java . In 1996, Macromedia launches Flash technology which occupies the space left by Java and ActiveX, becoming the de facto standard for animation on the client side. . https://web.archive.org/web/20140526235903/http://www.edu4java.com/en/java/unofficial-java-history.html . 2014-05-26 . dmy-all.
  7. Web site: JSON. json.org.
  8. Web site: Using JSON with Yahoo! Web services . Yahoo! . July 3, 2009 . https://web.archive.org/web/20071011085815/http://developer.yahoo.com/common/json.html . October 11, 2007 .
  9. Web site: Introducing JSON . json.org . Douglas . Crockford . Douglas Crockford . May 28, 2009 . July 3, 2009 . It is based on a subset of the JavaScript Programming Language, Standard ECMA-262 3rd Edition - December 1999..
  10. Web site: October 2013 . 1st . ECMA-404: The JSON Data Interchange Format . 20 November 2023 . . en . https://web.archive.org/web/20131101200049/www.ecma-international.org/publications/files/ECMA-ST/ECMA-404.pdf . 2013-11-01 . live.
  11. History for draft-ietf-jsonbis-rfc7159bis-04 . IETF Datatracker . December 2017 . Internet Engineering Task Force . 2019-10-24 . 2017-12-13 [...] RFC published . Bray . Tim .
  12. RFC 8259 - The JavaScript Object Notation (JSON) Data Interchange Format . IETF Datatracker . December 13, 2017 . Internet Engineering Task Force . 2019-10-24 . Type: RFC - Internet Standard (December 2017; Errata); Obsoletes RFC 7159; Also known as STD 90 . Bray . Tim .
  13. "Apache and the JSON license" on LWN.net by Jake Edge (November 30, 2016).
  14. Web site: JSON in JavaScript . 2016-07-10 . 2016-08-13 . Douglas Crockford . dead . https://web.archive.org/web/20160710230817/http://www.json.org/js.html . 2016-07-10 . JSON is a subset of the object literal notation of JavaScript. .
  15. Web site: JSON: The JavaScript subset that isn't. Holm, Magnus. 15 May 2011. The timeless repository. 23 September 2016. May 13, 2012. https://web.archive.org/web/20120513012409/http://timelessrepo.com/json-isnt-a-javascript-subset. dead.
  16. The JavaScript Object Notation (JSON) Data Interchange Format . IETF . December 2017 . 10.17487/RFC8259 . 16 February 2018. Bray . T . Bray . T. . 263868313 .
  17. Web site: BigInt - MDN Web doc glossary . Mozilla . 18 October 2020.
  18. "The JSON syntax does not impose any restrictions on the strings used as names, does not require that name strings be unique, and does not assign any significance to the ordering of name/value pairs."

  19. Web site: Printing Floating-Point Numbers - An Always Correct Method . Andrysco . Marc . Jhala . Ranjit . Lerner . Sorin . 2019-07-27.
  20. Web site: Crockford . Douglas . Comments in JSON . 2012-04-30 . https://archive.today/20150704102718/https://plus.google.com/+DouglasCrockfordEsq/posts/RK8qyGVaGSr . 2015-07-04 . dead . I removed comments from JSON because I saw people were using them to hold parsing directives, a practice which would have destroyed interoperability. I know that the lack of comments makes some people sad, but it shouldn't. Suppose you are using JSON to keep configuration files, which you would like to annotate. Go ahead and insert all the comments you like. Then pipe it through JSMin before handing it to your JSON parser. . 2019-08-30 .
  21. Web site: 2023-09-12 . Trailing commas - JavaScript MDN . 2023-12-16 . developer.mozilla.org . en-US.
  22. Web site: JSON5 . json5 . https://web.archive.org/web/20201129113821/https://json5.org/ . 16 December 2020. 2020-11-29 .
  23. "The JSON syntax is not a specification of a complete data interchange. Meaningful data interchange requires agreement between a producer and consumer on the semantics attached to a particular use of the JSON syntax. What JSON does provide is the syntactic framework to which such semantics can be attached"

  24. Web site: Media Types. iana.org. 13 September 2015.
  25. Web site: 2023-01-13 . Correct Content-Type Header for JSON . 2024-03-23 . ReqBin.
  26. Web site: JSON Schema and Hyper-Schema. json-schema.org. 8 June 2021.
  27. Web site: JSON Schema - Specification Links . 2024-03-22 . json-schema.org.
  28. Web site: JSON Schema Implementations. json-schema.org. 8 June 2021.
  29. 11. IANA Considerations . RFC 8259: The JavaScript Object Notation (JSON) Data Interchange Format . December 2017 . . Bray . Tim . T. . Bray . 10.17487/RFC8259 . 263868313 .
  30. Zyp . Kris . Bryan . Paul C. . JSON Reference: draft-pbryan-zyp-json-ref-03 . Internet Engineering Task Force . September 16, 2012.
  31. Web site: JSMin. Crockford. Douglas. 2019-05-16. 2020-08-12. JSMin [2001] is a minification tool that removes comments and unnecessary whitespace from JavaScript files..
  32. Web site: JSON: The JavaScript subset that isn't. Magnus Holm. 16 May 2011. May 13, 2012. https://web.archive.org/web/20120513012409/http://timelessrepo.com/json-isnt-a-javascript-subset. dead.
  33. Web site: ECMA-262: ECMAScript Language Specification . 5th . December 2009. March 18, 2011. https://web.archive.org/web/20110414214458/http://www.ecma-international.org/publications/files/ECMA-ST/ECMA-262.pdf. April 14, 2011. live. mdy-all.
  34. Web site: douglascrockford/JSON-js. GitHub. 2019-08-13.
  35. Web site: Subsume JSON: Proposal to make all JSON text valid ECMA-262 . Ecma TC39 . 27 August 2019 . 23 August 2019.
  36. Web site: Advance to Stage 4 - tc39/proposal-json-superset . GitHub. May 22, 2018.
  37. Web site: Denial of Service and Unsafe Object Creation Vulnerability in JSON (CVE-2013-0269) . January 5, 2016.
  38. Web site: Microsoft .NET Framework JSON Content Processing Denial of Service Vulnerability . https://web.archive.org/web/20181106233952/http://tools.cisco.com/security/center/viewAlert.x?alertId=31048 . January 5, 2016. November 6, 2018 .
  39. Web site: JSON: The Fat-Free Alternative to XML. json.org. 14 March 2011.
  40. Web site: XML 1.1 Specification . World Wide Web Consortium . 2019-08-26.
  41. Book: Saternos. Casimir. Client-server web apps with Javascript and Java. 2014. 9781449369316. 45. "O'Reilly Media, Inc." .
  42. Book: Edelman. Jason. Lowe. Scott. Oswalt. Matt. Network Programmability and Automation. O'Reilly Media. for data representation you can pick one of the following: YAML, YAMLEX, JSON, JSON5, HJSON, or even pure Python.
  43. Web site: HOCON (Human-Optimized Config Object Notation) . 2019-01-28 . GitHub . 2019-08-28 . The primary goal is: keep the semantics (tree structure; set of types; encoding/escaping) from JSON, but make it more convenient as a human-editable config file format..
  44. Web site: YAML Ain't Markup Language (YAML™) Version 1.2. yaml.org. 13 September 2015.
  45. Web site: McCombs . Thayne . Why JSON isn't a good configuration language . July 16, 2018 . Lucid Chart . 15 June 2019.
  46. Web site: Dohm . Lee . CoffeeScript Object Notation . . 29 April 2024 . https://web.archive.org/web/20230422101822/www.lee-dohm.com/big-book-of-atom/1-introduction/30-coffeescript-object-notation.html . 2023-04-22 . en . 2014 . live.
  47. Web site: Basic Customization . Atom Flight Manual . . 29 April 2024 . en . live . https://web.archive.org/web/20240429181349/https://flight-manual.atom-editor.cc/using-atom/sections/basic-customization/ . 2024-04-29.
  48. Web site: CSON . Bevry . . 29 April 2024 . https://web.archive.org/web/20240423234311/github.com/bevry/cson . 2024-04-23 . en . 20 Dec 2023 . live.
  49. Web site: CSON . 2021-07-01 . Seonghoon . Kang . . February 27, 2023 . live . https://web.archive.org/web/20231216044815/github.com/lifthrasiir/cson . 2023-12-16.
  50. Web site: config/HOCON.md at master · lightbend/config. 2021-08-05. GitHub. en.
  51. Web site: Config File - 2.5.x. 2021-08-05. www.playframework.com.
  52. https://getakka.net/articles/hocon/index.html Akka.NET HOCON Docs
  53. Web site: Akka.NET Documentation | Akka.NET Documentation. 2021-08-05. getakka.net.
  54. Web site: Managing HOCON configuration files with Puppet . March 4, 2023 . February 11, 2017 . https://web.archive.org/web/20170211075556/https://puppet.com/blog/managing-hocon-configuration-files-puppet . dead .
  55. Web site: StreamBase Documentation. 2021-08-05. docs.streambase.com.
  56. Web site: Configuration Guide. 2021-08-05. docs.streambase.com.
  57. Web site: StreamBase New and Noteworthy Archive. 2021-08-05. docs.streambase.com.
  58. Web site: Exabeam Advanced Analytics Release Notes . March 4, 2023 . October 20, 2020 . https://web.archive.org/web/20201020195403/https://docs.exabeam.com/en/advanced-analytics/i48/release-notes/109536-what-s-new.html . dead .
  59. Web site: Config phase 1. JITSI Project. . 2021-02-16.
  60. Web site: reference.conf. JITSI Project. GitHub. 2021-02-16.
  61. Web site: The JSON5 Data Interchange Format. 2022-06-25.
  62. Web site: JSON Functions And Operators. SQLite. 2023-06-25.
  63. Web site: JSON with Comments - JSON editing in Visual Studio Code . 2024-04-29 . Visual Studio Code . . en.
  64. August 2016 . RFC 7946 - The GeoJSON Format . 2022-06-17 . IETF Datatracker . Butler . H. . Daly . M. . Doyle . A. . Gillies . Sean . Schaub . T. . Hagen . Stefan .
  65. Web site: GeoJSON . 2022-08-07 . geojson.org.
  66. Web site: 2020-07-16 . JSON-LD 1.1 . 2022-06-17 . World Wide Web Consortium.
  67. Web site: JSON-LD - JSON for Linking Data . 2022-08-07 . json-ld.org.
  68. Web site: JSON-RPC . 2022-06-17 . jsonrpc.org.
  69. Web site: JsonML (JSON Markup Language) . 2022-06-17 . JsonML.org.
  70. Web site: FasterXML/smile-format-specification: New home for Smile format . 2022-06-17 . GitHub.
  71. Web site: Gupta . Ayush . 2019-02-10 . Understanding Smile — A data format based on JSON . 2022-08-07 . Code with Ayush . en.
  72. Web site: Universal Binary JSON Specification – The universally compatible format specification for Binary JSON . 2022-06-17 . ubjson.org.
  73. Web site: UBJSON - JSON for Modern C++ . 2022-08-07 . json.nlohmann.me.