base on Generate types and converters from JSON, Schema, and GraphQL  [](https://badge.fury.io/js/quicktype)  `quicktype` generates strongly-typed models and serializers from JSON, JSON Schema, TypeScript, and [GraphQL queries](https://blog.quicktype.io/graphql-with-quicktype/), making it a breeze to work with JSON type-safely in many programming languages. - [Try `quicktype` in your browser](https://app.quicktype.io). - Read ['A first look at quicktype'](http://blog.quicktype.io/first-look/) for more introduction. - If you have any questions, check out the [FAQ](FAQ.md) first. ### Supported Inputs | JSON | JSON API URLs | [JSON Schema](https://app.quicktype.io/#s=coordinate) | | ---- | ------------- | ----------------------------------------------------- | | TypeScript | GraphQL queries | | ---------- | --------------- | ### Target Languages | [Ruby](https://app.quicktype.io/#l=ruby) | [JavaScript](https://app.quicktype.io/#l=js) | [Flow](https://app.quicktype.io/#l=flow) | [Rust](https://app.quicktype.io/#l=rust) | [Kotlin](https://app.quicktype.io/#l=kotlin) | | ---------------------------------------- | -------------------------------------------- | ---------------------------------------- | ---------------------------------------- | -------------------------------------------- | | [Dart](https://app.quicktype.io/#l=dart) | [Python](https://app.quicktype.io/#l=python) | [C#](https://app.quicktype.io/#l=cs) | [Go](https://app.quicktype.io/#l=go) | [C++](https://app.quicktype.io/#l=cpp) | | ---------------------------------------- | -------------------------------------------- | ------------------------------------ | ------------------------------------ | -------------------------------------- | | [Java](https://app.quicktype.io/#l=java) | [Scala](https://app.quicktype.io/#l=scala3) | [TypeScript](https://app.quicktype.io/#l=ts) | [Swift](https://app.quicktype.io/#l=swift) | [Objective-C](https://app.quicktype.io/#l=objc) | [Elm](https://app.quicktype.io/#l=elm) | | ---------------------------------------- | ------------------------------------------- | -------------------------------------------- | ------------------------------------------ | ----------------------------------------------- | -------------------------------------- | | [JSON Schema](https://app.quicktype.io/#l=schema) | [Pike](https://app.quicktype.io/#l=pike) | [Prop-Types](https://app.quicktype.io/#l=javascript-prop-types) | [Haskell](https://app.quicktype.io/#l=haskell) | [PHP](https://app.quicktype.io/#l=php) | | ------------------------------------------------- | ---------------------------------------- | --------------------------------------------------------------- | ---------------------------------------------- | -------------------------------------- | _Missing your favorite language? Please implement it!_ ## Installation There are many ways to use `quicktype`. [app.quicktype.io](https://app.quicktype.io) is the most powerful and complete UI. The web app also works offline and doesn't send your sample data over the Internet, so paste away! For the best CLI, we recommend installing `quicktype` globally via `npm`: ```bash npm install -g quicktype ``` ## Using `quicktype` ```bash # Run quicktype without arguments for help and options quicktype # quicktype a simple JSON object in C# echo '{ "name": "David" }' | quicktype -l csharp # quicktype a top-level array and save as Go source echo '[1, 2, 3]' | quicktype -o ints.go # quicktype a sample JSON file in Swift quicktype person.json -o Person.swift # A verbose way to do the same thing quicktype \ --src person.json \ --src-lang json \ --lang swift \ --top-level Person \ --out Person.swift # quicktype a directory of samples as a C++ program # Suppose ./blockchain is a directory with files: # latest-block.json transactions.json marketcap.json quicktype ./blockchain -o blockchain-api.cpp # quicktype a live JSON API as a Java program quicktype https://api.somewhere.com/data -o Data.java ``` ### Generating code from JSON schema The recommended way to use `quicktype` is to generate a JSON schema from sample data, review and edit the schema, commit the schema to your project repo, then generate code from the schema as part of your build process: ```bash # First, infer a JSON schema from a sample. quicktype pokedex.json -l schema -o schema.json # Review the schema, make changes, # and commit it to your project repo. # Finally, generate model code from schema in your # build process for whatever languages you need: quicktype -s schema schema.json -o src/ios/models.swift quicktype -s schema schema.json -o src/android/Models.java quicktype -s schema schema.json -o src/nodejs/Models.ts # All of these models will serialize to and from the same # JSON, so different programs in your stack can communicate # seamlessly. ``` ### Generating code from TypeScript (Experimental) You can achieve a similar result by writing or generating a [TypeScript](http://www.typescriptlang.org/) file, then quicktyping it. TypeScript is a typed superset of JavaScript with simple, succinct syntax for defining types: ```typescript interface Person { name: string; nickname?: string; // an optional property luckyNumber: number; } ``` You can use TypeScript just like JSON schema was used in the last example: ```bash # First, infer a TypeScript file from a sample (or just write one!) quicktype pokedex.json -o pokedex.ts --just-types # Review the TypeScript, make changes, etc. quicktype pokedex.ts -o src/ios/models.swift ``` ### Calling `quicktype` from JavaScript You can use `quicktype` as a JavaScript function within `node` or browsers. First add the `quicktype-core` package: ```bash $ npm install quicktype-core ``` In general, first you create an `InputData` value with one or more JSON samples, JSON schemas, TypeScript sources, or other supported input types. Then you call `quicktype`, passing that `InputData` value and any options you want. ```javascript import { quicktype, InputData, jsonInputForTargetLanguage, JSONSchemaInput, FetchingJSONSchemaStore } from "quicktype-core"; async function quicktypeJSON(targetLanguage, typeName, jsonString) { const jsonInput = jsonInputForTargetLanguage(targetLanguage); // We could add multiple samples for the same desired // type, or many sources for other types. Here we're // just making one type from one piece of sample JSON. await jsonInput.addSource({ name: typeName, samples: [jsonString] }); const inputData = new InputData(); inputData.addInput(jsonInput); return await quicktype({ inputData, lang: targetLanguage }); } async function quicktypeJSONSchema(targetLanguage, typeName, jsonSchemaString) { const schemaInput = new JSONSchemaInput(new FetchingJSONSchemaStore()); // We could add multiple schemas for multiple types, // but here we're just making one type from JSON schema. await schemaInput.addSource({ name: typeName, schema: jsonSchemaString }); const inputData = new InputData(); inputData.addInput(schemaInput); return await quicktype({ inputData, lang: targetLanguage }); } async function main() { const { lines: swiftPerson } = await quicktypeJSON("swift", "Person", jsonString); console.log(swiftPerson.join("\n")); const { lines: pythonPerson } = await quicktypeJSONSchema("python", "Person", jsonSchemaString); console.log(pythonPerson.join("\n")); } main(); ``` The argument to `quicktype` is a complex object with many optional properties. [Explore its definition](https://github.com/quicktype/quicktype/blob/master/packages/quicktype-core/src/Run.ts#L637) to understand what options are allowed. ## Contributing `quicktype` is [Open Source](LICENSE) and we love contributors! In fact, we have a [list of issues](https://github.com/quicktype/quicktype/issues?utf8=✓&q=is%3Aissue+is%3Aopen+label%3Ahelp-wanted) that are low-priority for us, but for which we'd happily accept contributions. Support for new target languages is also strongly desired. If you'd like to contribute, need help with anything at all, or would just like to talk things over, come [join us on Slack](http://slack.quicktype.io/). ### Setup, Build, Run `quicktype` is implemented in TypeScript and requires `nodejs` and `npm` to build and run. First, install `typescript` globally via `npm`: Clone this repo and do: #### macOS / Linux ```bash nvm use npm install script/quicktype # rebuild (slow) and run (fast) ``` #### Windows ```bash npm install --ignore-scripts # Install dependencies npm install -g typescript # Install typescript globally tsc --project src/cli # Rebuild node dist\cli\index.js # Run ``` ### Edit Install [Visual Studio Code](https://code.visualstudio.com/), open this workspace, and install the recommended extensions: ```bash code . # opens in VS Code ``` ### Live-reloading for quick feedback When working on an output language, you'll want to view generated output as you edit. Use `npm start` to watch for changes and recompile and rerun `quicktype` for live feedback. For example, if you're developing a new renderer for `fortran`, you could use the following command to rebuild and reinvoke `quicktype` as you implement your renderer: ```bash npm start -- "--lang fortran pokedex.json" ``` The command in quotes is passed to `quicktype`, so you can render local `.json` files, URLs, or add other options. ### Test ```bash # Run full test suite npm run test # Test a specific language (see test/languages.ts) FIXTURE=golang npm test # Test a single sample or directory FIXTURE=swift npm test -- pokedex.json FIXTURE=swift npm test -- test/inputs/json/samples ``` ", Assign "at most 3 tags" to the expected json: {"id":"5480","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"