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partial JSON generated by LLM","homepage":"https://promplate.dev/partial-json-parser","keywords":["JSON","parser","LLM","nlp"],"repository":{"type":"git","url":"git+https://github.com/promplate/partial-json-parser-js.git"},"author":{"name":"Muspi Merol","email":"me@promplate.dev"},"bugs":{"url":"https://github.com/promplate/partial-json-parser-js/issues"},"license":"MIT","readme":"# Partial JSON Parser\n\nSometimes we need **LLM (Large Language Models)** to produce **structural information** instead of natural language. The easiest way is to use JSON.\n\nBut before receiving the last token of response, the JSON is broken, which means you can't use `JSON.parse` to decode it. But we still want to stream the data to the user.\n\nHere comes `partial-json`, a lightweight and customizable library for parsing partial JSON strings. Here is a [demo](https://promplate.dev/partial-json-parser).\n\n(Note that there is [a Python implementation](https://github.com/promplate/partial-json-parser) too)\n\n## Installation\n\n```sh\nnpm i partial-json # or pnpm / bun / yarn\n```\n\n`partial-json` is implemented purely in JavaScript, and have both `commonjs` and `esm` builds.\n\n## Usage\n\n### Importing the library\n\nYou can import the `parse` function and the `Allow` object from the library like this:\n\n```js\nimport { parse, Allow } from \"partial-json\";\n```\n\nThe `Allow` object is just an Enum for options. It determines what types can be partial. types not included in `allow` only appears after its completion can be ensured.\n\n### Parsing complete / partial JSON strings\n\nThe `parse` function works just like the built-in `JSON.parse` when parsing a complete JSON string:\n\n```js\nlet result = parse('{\"key\":\"value\"}');\nconsole.log(result); // Outputs: { key: 'value' }\n```\n\nYou can parse a partial JSON string by passing an additional parameter to the `parse` function. This parameter is a **bitwise OR** of the constants from the `Allow` object:\n\n(Note that you can directly import the constants you need from `partial-json`)\n\n```js\nimport { parse, STR, OBJ } from \"partial-json\";\n\nresult = parse('{\"key\": \"v', STR | OBJ);\nconsole.log(result); // Outputs: { key: 'v' }\n```\n\nIn this example, `Allow.STR` tells the parser that it's okay if a string is incomplete, and `Allow.OBJ` tells the parser so as an object. The parser then try to return as much data as it can.\n\nIf you don't allow partial strings, then it will not add `\"key\"` to the object because `\"v` is not close:\n\n```js\nresult = parse('{\"key\": \"v', OBJ);\nconsole.log(result); // Outputs: {}\n\nresult = parse('{\"key\": \"value\"', OBJ);\nconsole.log(result); // Outputs: { key: 'value' }\n```\n\nSimilarity, you can parse partial arrays or even partial special values if you allow it:\n\n(Note that `allow` defaults to `Allow.ALL`)\n\n```js\nresult = parse('[ {\"key1\": \"value1\", \"key2\": [ \"value2');\nconsole.log(result); // Outputs: [ { key1: 'value1', key2: [ 'value2' ] } ]\n\nresult = parse(\"-Inf\");\nconsole.log(result); // Outputs: -Infinity\n```\n\n### Handling malformed JSON\n\nIf the JSON string is malformed, the `parse` function will throw an error:\n\n```js\nparse(\"wrong\"); // MalformedJSON [Error]: SyntaxError: Unexpected token 'w', \"wrong\" is not valid JSON at position 0\n```\n\n## API Reference\n\n### parse(jsonString, [allowPartial])\n\n- `jsonString` `<string>`: The JSON string to parse.\n- `allowPartial` `<number>`: Specify what kind of partialness is allowed during JSON parsing (default: `Allow.ALL`).\n\nReturns the parsed JavaScript value.\n\n### Allow\n\nAn object that specifies what kind of partialness is allowed during JSON parsing. It has the following properties:\n\n- `STR`: Allow partial string.\n- `NUM`: Allow partial number.\n- `ARR`: Allow partial array.\n- `OBJ`: Allow partial object.\n- `NULL`: Allow partial null.\n- `BOOL`: Allow partial boolean.\n- `NAN`: Allow partial NaN.\n- `INFINITY`: Allow partial Infinity.\n- `_INFINITY`: Allow partial -Infinity.\n- `INF`: Allow both partial Infinity and -Infinity.\n- `SPECIAL`: Allow all special values.\n- `ATOM`: Allow all atomic values.\n- `COLLECTION`: Allow all collection values.\n- `ALL`: Allow all values.\n\n## Testing\n\nTo run the tests for this library, you should clone the repository and install the dependencies:\n\n```sh\ngit clone https://github.com/promplate/partial-json-parser-js.git\ncd partial-json-parser-js\nnpm i\n```\n\nThen, you can run the tests using [Vitest](https://vitest.dev/):\n\n```sh\nnpm run test\n```\n\nPlease note that while we strive to cover as many edge cases as possible, it's always possible that some cases might not be covered.\n\n## License\n\nThis project is licensed under the MIT License.\n","readmeFilename":"README.md"}