├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── jsonpath.py ├── mypy.ini ├── pyproject.toml ├── samples ├── long.json └── short.json └── uv.lock /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | env/ 12 | build/ 13 | develop-eggs/ 14 | dist/ 15 | downloads/ 16 | eggs/ 17 | .eggs/ 18 | lib/ 19 | lib64/ 20 | parts/ 21 | sdist/ 22 | var/ 23 | wheels/ 24 | *.egg-info/ 25 | .installed.cfg 26 | *.egg 27 | 28 | # PyInstaller 29 | # Usually these files are written by a python script from a template 30 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 31 | *.manifest 32 | *.spec 33 | 34 | # Installer logs 35 | pip-log.txt 36 | pip-delete-this-directory.txt 37 | 38 | # Unit test / coverage reports 39 | htmlcov/ 40 | .tox/ 41 | .coverage 42 | .coverage.* 43 | .cache 44 | nosetests.xml 45 | coverage.xml 46 | *.cover 47 | .hypothesis/ 48 | 49 | # Translations 50 | *.mo 51 | *.pot 52 | 53 | # Django stuff: 54 | *.log 55 | local_settings.py 56 | 57 | # Flask stuff: 58 | instance/ 59 | .webassets-cache 60 | 61 | # Scrapy stuff: 62 | .scrapy 63 | 64 | # Sphinx documentation 65 | docs/_build/ 66 | 67 | # PyBuilder 68 | target/ 69 | 70 | # Jupyter Notebook 71 | .ipynb_checkpoints 72 | 73 | # pyenv 74 | .python-version 75 | 76 | # celery beat schedule file 77 | celerybeat-schedule 78 | 79 | # SageMath parsed files 80 | *.sage.py 81 | 82 | # dotenv 83 | .env 84 | 85 | # virtualenv 86 | .venv 87 | venv/ 88 | ENV/ 89 | 90 | # Spyder project settings 91 | .spyderproject 92 | .spyproject 93 | 94 | # Rope project settings 95 | .ropeproject 96 | 97 | # mkdocs documentation 98 | /site 99 | 100 | # mypy 101 | .mypy_cache/ 102 | 103 | .vscode 104 | backup/ 105 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2017 Jabba Laci 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- 1 | cat: 2 | cat Makefile 3 | 4 | mypy: 5 | mypy --config-file mypy.ini jsonpath.py 6 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | JSON Path 2 | ========= 3 | 4 | Find the path of a key / value in a JSON hierarchy *easily*. 5 | 6 | Motivation 7 | ---------- 8 | 9 | When working with big and nested JSON files, sometimes 10 | it's very difficult to figure out the path of a key. You 11 | open the JSON file in a text editor, find the key / value 12 | pair you need, but then it can be a pain to get the full path of the key. 13 | 14 | Example 15 | ------- 16 | 17 | Consider the following JSON file: 18 | 19 | ```json 20 | { 21 | "a": 1, 22 | "b": { 23 | "c": 2, 24 | "friends": [ 25 | { 26 | "best": "Alice" 27 | }, 28 | { 29 | "second": "Bob" 30 | }, 31 | [5, 6, 7], 32 | [ 33 | {"one": 1}, 34 | {"two": 2} 35 | ] 36 | ] 37 | } 38 | } 39 | ``` 40 | 41 | JSON Path will traverse it recursively and print every 42 | path / value pair: 43 | 44 | ```bash 45 | $ ./jsonpath.py samples/short.json 46 | root['a'] => 1 47 | root['b']['c'] => 2 48 | root['b']['friends'][0]['best'] => 'Alice' 49 | root['b']['friends'][1]['second'] => 'Bob' 50 | root['b']['friends'][2][0] => 5 51 | root['b']['friends'][2][1] => 6 52 | root['b']['friends'][2][2] => 7 53 | root['b']['friends'][3][0]['one'] => 1 54 | root['b']['friends'][3][1]['two'] => 2 55 | ``` 56 | 57 | The idea is to combine its usage with the Unix command 58 | `grep`. For instance, what's the path of the key that 59 | leads to Bob? 60 | 61 | ```bash 62 | $ ./jsonpath.py samples/short.json | grep -i bob 63 | root['b']['friends'][1]['second'] => 'Bob' 64 | ``` 65 | 66 | Then simply paste it in your application: 67 | 68 | ```python 69 | >>> d 70 | {'a': 1, 'b': {'c': 2, 'friends': [{'best': 'Alice'}, {'second': 'Bob'}, [5, 6, 7], [{'one': 1}, {'two': 2}]]}} 71 | >>> d['b']['friends'][1]['second'] 72 | 'Bob' 73 | >>> 74 | ``` 75 | 76 | Requirements 77 | ------------ 78 | 79 | The project has no external dependencies. It only relies on the standard library. 80 | 81 | Related Works 82 | ------------- 83 | 84 | * [go-jsonpath](https://github.com/jabbalaci/go-jsonpath): a Go implementation of this project 85 | * See Chris Nielsen's excellent [JSON Visualization](http://chris.photobooks.com/json/default.htm) 86 | webapp. Somewhat hidden feature, but if you click on an item in the table, 87 | you'll get its path on the left side. I wanted something similar in the command line. Once I 88 | was working with sensitive data, and I didn't want to paste them in a third-party webapp. 89 | * It seems Chris Nielsen's webapp is gone. However, someone saved it and it can be 90 | found here: https://github.com/2x2xplz/json_visualizer . Online version: https://altearius.github.io/tools/json/index.html . 91 | * JSON Crack ([webpage](https://jsoncrack.com/), [GitHub link](https://github.com/AykutSarac/jsoncrack.com)). 92 | JSON Crack is a tool that generates graph diagrams from JSON objects. 93 | It has an [online interface](https://jsoncrack.com/editor), but you can also install it 94 | as a VS Code extension. 95 | -------------------------------------------------------------------------------- /jsonpath.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python3 2 | 3 | """ 4 | Find the path of a key / value in a JSON hierarchy easily. 5 | 6 | It was made for JSON files, but it also works with dictionaries, 7 | of course. 8 | 9 | Inspired by: 10 | * http://stackoverflow.com/a/34837235/232485 (doesn't treat nested lists) 11 | * http://chris.photobooks.com/json/default.htm (in-browser visualization) 12 | 13 | Author: 14 | * Laszlo Szathmary (jabba.laci@gmail.com), 2017--2025 15 | """ 16 | 17 | import json 18 | import sys 19 | from typing import Any 20 | 21 | 22 | def traverse(path: str, obj: Any) -> None: 23 | """ 24 | Traverse the object recursively and print every path / value pair. 25 | """ 26 | if isinstance(obj, list): 27 | for i, subnode in enumerate(obj): 28 | traverse(path + f"[{i!r}]", subnode) 29 | elif isinstance(obj, dict): 30 | for k, v in obj.items(): 31 | traverse(path + f"[{k!r}]", v) 32 | else: 33 | print(path + " => " + f"{obj!r}") 34 | 35 | 36 | def read_file(fpath: str) -> dict: 37 | """ 38 | Read the JSON file and return its content as a Python data structure. 39 | """ 40 | with open(fpath, encoding="utf8") as f: 41 | return json.load(f) # type: ignore 42 | 43 | 44 | def process(fname: str) -> None: 45 | """ 46 | Process the given JSON file. 47 | """ 48 | d: dict = read_file(fname) 49 | traverse("root", d) 50 | 51 | 52 | ############################################################################## 53 | 54 | if __name__ == "__main__": 55 | if len(sys.argv) == 1: 56 | print("Usage: jsonpath ") 57 | sys.exit(1) 58 | # 59 | fname = sys.argv[1] 60 | process(fname) 61 | -------------------------------------------------------------------------------- /mypy.ini: -------------------------------------------------------------------------------- 1 | [mypy] 2 | ignore_missing_imports = True 3 | follow_imports = silent 4 | 5 | ; functions without any annotation are checked: 6 | check_untyped_defs = True 7 | 8 | ; strict mode; enables the following flags: 9 | warn_unused_configs = True 10 | ; disallow_subclassing_any = True 11 | ; disallow_untyped_calls = True 12 | ; disallow_untyped_defs = True 13 | ; disallow_incomplete_defs = True 14 | ; check_untyped_defs = True 15 | no_implicit_optional = True 16 | warn_redundant_casts = True 17 | warn_return_any = True 18 | warn_unused_ignores = True 19 | disallow_untyped_decorators = True 20 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [project] 2 | name = "json-path" 3 | version = "0.1.0" 4 | description = "Find the path of a key / value in a JSON hierarchy easily" 5 | authors = ["Jabba Laci "] 6 | readme = "README.md" 7 | requires-python = ">=3.13" 8 | dependencies = [] 9 | 10 | [dependency-groups] 11 | dev = [ 12 | "mypy>=1.15.0", 13 | ] 14 | -------------------------------------------------------------------------------- /samples/long.json: -------------------------------------------------------------------------------- 1 | { 2 | "kind": "Listing", 3 | "data": { 4 | "modhash": "5eqzrwgq7pd2f1e9827b763a32b871ad1dc45eecee677fecac", 5 | "children": [ 6 | { 7 | "kind": "t3", 8 | "data": { 9 | "contest_mode": false, 10 | "subreddit_name_prefixed": "r/EarthPorn", 11 | "banned_by": null, 12 | "media_embed": {}, 13 | "thumbnail_width": 140, 14 | "subreddit": "EarthPorn", 15 | "selftext_html": null, 16 | "selftext": "", 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