├── .gitignore ├── .pre-commit-config.yaml ├── .pre-commit-local-checks ├── LICENSE ├── README.md ├── mise.toml ├── pyproject.toml ├── src └── html2json │ └── __init__.py ├── test ├── test_html2json.py └── test_importable.py └── uv.lock /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- 1 | repos: 2 | - repo: https://github.com/pre-commit/pre-commit-hooks 3 | rev: v5.0.0 4 | hooks: 5 | - id: check-case-conflict 6 | - id: check-json 7 | - id: check-merge-conflict 8 | - id: check-symlinks 9 | - id: check-toml 10 | - id: check-yaml 11 | - id: debug-statements 12 | - id: end-of-file-fixer 13 | - id: trailing-whitespace 14 | - repo: https://github.com/astral-sh/ruff-pre-commit 15 | rev: v0.11.0 16 | hooks: 17 | - id: ruff 18 | - repo: local 19 | hooks: 20 | - id: check-local 21 | name: local checks on all files 22 | language: script 23 | entry: ./.pre-commit-local-checks 24 | pass_filenames: false 25 | always_run: true 26 | -------------------------------------------------------------------------------- /.pre-commit-local-checks: -------------------------------------------------------------------------------- 1 | #! /usr/bin/env bash 2 | 3 | . .venv/bin/activate 4 | 5 | mypy --install-types src 6 | 7 | pytest 8 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | The MIT License (MIT) 2 | 3 | Copyright (c) 2025 Chuancong Gao 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 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | [![PyPi version](https://img.shields.io/pypi/v/html2json.svg)](https://pypi.python.org/pypi/html2json/) 2 | [![PyPi pyversions](https://img.shields.io/pypi/pyversions/html2json.svg)](https://pypi.python.org/pypi/html2json/) 3 | [![PyPi license](https://img.shields.io/pypi/l/html2json.svg)](https://pypi.python.org/pypi/html2json/) 4 | 5 | Convert a HTML webpage to JSON data using a template defined in JSON. 6 | 7 | Installation Guide 8 | ---- 9 | 10 | This package is available on PyPi. Just use `pip install -U html2json` to install it. Then you can import it using `from html2json import collect`. 11 | 12 | - Note that starting version 0.3.0, at least Python 3.9 is required. 13 | 14 | API 15 | ---- 16 | 17 | The method is `collect(html, template)`. `html` is the HTML of page loaded as string, and `template` is the JSON of template loaded as Python objects. 18 | 19 | Note that the HTML must contain the root node, like `...` or `
...
`. 20 | 21 | Template Syntax 22 | ---- 23 | 24 | | For detailed syntax examples, please refer to unit tests (with 100% coverage). 25 | 26 | The basic syntax is `keyName: [selector, attr, [listOfRegexes]]`. 27 | 1. `selector` is a CSS selector (supported by [lxml](http://lxml.de/)). 28 | - When the selector is `null`, the root node itself is matched. 29 | - When the selector cannot be matched, `null` is returned. 30 | - When the selector matches single element, a string is returned. 31 | - When the selector matches multiple elements, a list of string is returned. 32 | - If only selector is needed, you can just specify a string instead of list. 33 | 2. `attr` matches the attribute value. It can be `null` to match either the inner text or the outer text when the inner text is empty. 34 | - Optional when only selector is needed. 35 | 3. The list of regexes `[listOfRegexes]` supports two forms of regex operations. The operations with in the list are executed sequentially. 36 | - Replacement: `s/regex/replacement/g`. `g` is optional for multiple replacements. 37 | - Extraction: `/regex/`. 38 | - Note that you can use any character as separator instead of `/`. 39 | - Optional when only selector and/or attribute are needed. 40 | 41 | For example: 42 | 43 | ```json 44 | { 45 | "Color": ["head link:nth-of-type(1)", "href", ["/\\w+(?=\\.css)/"]], 46 | } 47 | ``` 48 | 49 | Starting version 0.3.1, besides value, key can also matched like `"[selector, ...]": ...`. Note that key must be a string for valid JSON. 50 | 51 | - When the selector cannot be matched, key is not added to JSON. 52 | - When the selector matches single element, returned string is used as key. 53 | - When the selector matches multiple elements, list of returned strings are used as multiple keys. 54 | 55 | Starting version 0.3.1, you can also replace certain part of value's selector with current key using syntax `...{key}...`. This is especially useful when key is dynamic. 56 | 57 |
58 | 59 | As JSON, nested structure can be easily constructed. 60 | 61 | ```json 62 | { 63 | "Cover": { 64 | "URL": [".cover img", "src", []], 65 | "Number of Favorites": [".cover .favorites", "value", []] 66 | }, 67 | } 68 | ``` 69 | 70 |
71 | 72 | An alternative simplified syntax `keyName: [subRoot, subTemplate]` can be used. 73 | 1. `subRoot` a CSS selector of the new root for each sub entry. 74 | 2. `subTemplate` is a sub-template for each entry, recursively. 75 | 76 | For example, the previous example can be simplified as follow. 77 | 78 | ```json 79 | { 80 | "Cover": [".cover", { 81 | "URL": ["img", "src", []], 82 | "Number of Favorites": [".favorites", "value", []] 83 | }], 84 | } 85 | ``` 86 | 87 |
88 | 89 | To extract a list of sub-entries following the same sub-template, the list syntax is `keyName: [[subRoot, subTemplate]]`. Please note the difference (surrounding `[` and `]`) from the previous syntax above. 90 | 1. `subRoot` is the CSS selector of the new root for each sub entry. 91 | 2. `subTemplate` is the sub-template for each entry, recursively. 92 | - Optional or `null` to match entire sub-root 93 | 94 | For example: 95 | 96 | ```json 97 | { 98 | "Comments": [[".comments", { 99 | "From": [".from", null, []], 100 | "Content": [".content", null, []], 101 | "Photos": [["img", { 102 | "URL": ["", "src", []] 103 | }]] 104 | }]] 105 | } 106 | ``` 107 | -------------------------------------------------------------------------------- /mise.toml: -------------------------------------------------------------------------------- 1 | [env] 2 | _.python.venv = ".venv" 3 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [build-system] 2 | requires = ["hatchling"] 3 | build-backend = "hatchling.build" 4 | 5 | [project] 6 | name = "html2json" 7 | version = "0.3.3" 8 | description="Parsing HTML to JSON" 9 | authors = [{ name = "Chuancong Gao", email = "chuanconggao@users.noreply.github.com" }] 10 | requires-python = ">=3.9" 11 | readme = "README.md" 12 | license = "MIT" 13 | dependencies = [ 14 | "pyquery>=2.0.1", 15 | ] 16 | keywords=[ 17 | "parser", 18 | "html", 19 | "json" 20 | ] 21 | classifiers=[ 22 | "Operating System :: OS Independent", 23 | "Programming Language :: Python", 24 | "Programming Language :: Python :: 2", 25 | "Programming Language :: Python :: 3" 26 | ] 27 | 28 | [project.urls] 29 | Repository = "https://github.com/chuanconggao/html2json" 30 | 31 | [dependency-groups] 32 | dev = [ 33 | "pytest-cov>=4.1.0", 34 | "mypy>=1.7.1", 35 | ] 36 | 37 | [tool.coverage.run] 38 | source = [ 39 | "src", 40 | ] 41 | 42 | [tool.mypy] 43 | ignore_missing_imports = true 44 | 45 | [tool.pytest.ini_options] 46 | addopts = "--cov --cov-report xml:cov.xml --cov-report html --cov-report term-missing test" 47 | pythonpath = [ 48 | "src", 49 | ] 50 | -------------------------------------------------------------------------------- /src/html2json/__init__.py: -------------------------------------------------------------------------------- 1 | from __future__ import annotations 2 | 3 | import json 4 | import re 5 | from re import Match, Pattern 6 | from typing import Any, cast 7 | 8 | from pyquery import PyQuery 9 | 10 | Template = dict[str, Any] 11 | Data = dict[str, Any] 12 | 13 | __CLEANER_REGEX: Pattern = re.compile(r"(?Ps)?(?P\W)(?P(?:(?!(?P=sep)).)*)(?P=sep)(?:(?P(?:(?!(?P=sep)).)*)(?P=sep)(?Pg)?)?") # noqa: E501 14 | 15 | 16 | __TEXT_NODES_SELECTOR_REGEX: Pattern = re.compile(r"(?P.+ +)?::text") 17 | 18 | __NEW_LINE_WHITESPACES_REGEX: Pattern = re.compile(r"\s*\n+\s*") 19 | __LEADING_TRAILING_WHITESPACES_REGEX: Pattern = re.compile(r"^[^\S\n]+|[^\S\n]+$") 20 | 21 | 22 | def __get_tags( 23 | root: PyQuery, 24 | selector: str | None = None, 25 | ) -> PyQuery | None: 26 | try: 27 | tags: PyQuery = root.find(selector) if selector else root 28 | # Non-matching selector 29 | if len(tags) == 0: 30 | return None 31 | except: # noqa: E722 32 | # Invalid selector 33 | return None 34 | 35 | return tags 36 | 37 | 38 | def __clean( 39 | v: str, 40 | cleaners: list[str] | None = None, 41 | ) -> str: 42 | for c in cleaners or []: 43 | m: Match = cast("Match", __CLEANER_REGEX.match(c)) 44 | 45 | v = ( 46 | re.sub( 47 | m.group("search"), 48 | m.group("sub"), 49 | v, 50 | count=(0 if m.group("flag") == "g" else 1), 51 | ) if m.group("mode") == "s" 52 | else cast("Match", re.search(m.group("search"), v)).group(0) 53 | ) 54 | 55 | return v 56 | 57 | 58 | def __extract_text_nodes( 59 | root: PyQuery, 60 | selector: str | None = None, 61 | cleaners: list[str] | None = None, 62 | ) -> str | list[str] | None: 63 | tags: PyQuery | None = __get_tags(root, selector) 64 | if not tags: 65 | return None 66 | 67 | results: list[str] = [] 68 | 69 | # Must use `.items()` which returns `PyQuery` objects 70 | for tag in tags.items(): 71 | results.extend([ 72 | __clean( 73 | __LEADING_TRAILING_WHITESPACES_REGEX.sub( 74 | r" ", 75 | __NEW_LINE_WHITESPACES_REGEX.sub(r"\n", e), 76 | ), 77 | cleaners, 78 | ) 79 | for e in tag.contents() 80 | if isinstance(e, str) 81 | ]) 82 | 83 | return results if len(results) > 1 else results[0] 84 | 85 | 86 | def __extract( 87 | root: PyQuery, 88 | selector: str | None = None, 89 | prop: str | None = None, 90 | cleaners: list[str] | None = None, 91 | ) -> str | list[str] | None: 92 | # CSS standard does not support text node yet 93 | # https://github.com/w3c/csswg-drafts/issues/2208 94 | # Ideally, we should customize `cssselect` to add support for this new pseudo-class 95 | # https://cssselect.readthedocs.io/en/latest/#customizing-the-translation 96 | if selector and ( 97 | text_nodes_selector_match := __TEXT_NODES_SELECTOR_REGEX.fullmatch(selector) 98 | ): 99 | if prop: 100 | return None 101 | 102 | return __extract_text_nodes( 103 | root, 104 | text_nodes_selector_match.group("selector").strip(), 105 | cleaners, 106 | ) 107 | 108 | tags: PyQuery | None = __get_tags(root, selector) 109 | if tags is None: 110 | return None 111 | 112 | results: list[str] = [] 113 | 114 | # Must use `.items()` which returns `PyQuery` objects 115 | for tag in tags.items(): 116 | v: str = str( 117 | tag.attr(prop) if prop 118 | else tag.text(), 119 | ).strip() 120 | 121 | results.append(__clean(v, cleaners)) 122 | 123 | return results if len(results) > 1 else results[0] 124 | 125 | 126 | def __collect_keys(root: PyQuery, key_template: str) -> list[str]: 127 | if key_template[0] == '[' and key_template[-1] == "]": 128 | keys: str | list[str] = __extract(root, *json.loads(key_template)) or [] 129 | return keys if isinstance(keys, list) else [keys] 130 | 131 | return [key_template] 132 | 133 | 134 | def __expand_template(root: PyQuery, template: Template) -> Template: 135 | return { 136 | key: value 137 | for key_template, value in template.items() 138 | for key in __collect_keys(root, key_template) 139 | } 140 | 141 | 142 | def collect(html: str, template: Template) -> Data: 143 | def collect_rec(root: PyQuery, template: Template, data: Data) -> None: 144 | for (t, s) in __expand_template(root, template).items(): 145 | if isinstance(s, dict): 146 | data[t] = {} 147 | collect_rec(root, s, data[t]) 148 | elif isinstance(s, list): 149 | if len(s) == 1 and isinstance(s[0], list): 150 | sub_selector, sub_template = s[0] if len(s[0]) > 1 else (s[0][0], None) 151 | sub_selector = sub_selector.format(key=t) if sub_selector else None 152 | 153 | data[t] = [] 154 | # Must use `.items()` which returns `PyQuery` objects 155 | for sub_root in root.find(sub_selector).items(): 156 | if sub_template: 157 | data[t].append({}) 158 | collect_rec(sub_root, sub_template, data[t][-1]) 159 | else: 160 | data[t].append(__extract(sub_root)) 161 | elif len(s) == 2 and isinstance(s[1], dict): 162 | sub_selector, sub_template = s[0], s[1] 163 | sub_selector = sub_selector.format(key=t) if sub_selector else None 164 | 165 | data[t] = {} 166 | collect_rec(root.find(sub_selector), sub_template, data[t]) 167 | else: 168 | data[t] = ( 169 | __extract(root, s[0].format(key=t) if s[0] else None, *s[1:]) if s 170 | else __extract(root) 171 | ) 172 | elif isinstance(s, str): 173 | data[t] = __extract(root, s.format(key=t)) 174 | elif s is None: 175 | data[t] = __extract(root) 176 | 177 | data: Data = {} 178 | collect_rec(PyQuery(html), template, data) 179 | 180 | return data 181 | -------------------------------------------------------------------------------- /test/test_html2json.py: -------------------------------------------------------------------------------- 1 | import json 2 | 3 | from html2json import collect 4 | 5 | html1 = """ 6 | 7 | 8 |

Hello!

9 | I am Bob. 10 | 11 | image 12 | 13 | 14 | """ 15 | 16 | html2 = """ 17 | 18 | 19 |
20 | alpha 21 | 22 |
23 |
24 | beta 25 | 26 |
27 |
28 | gamma 29 | 30 |
31 | 32 | 33 | """ 34 | 35 | html3 = """ 36 | 37 | 38 | The quick brown fox 39 | jumps over 40 | the lazy dog. 41 | 42 | 43 | """ 44 | 45 | html4 = """ 46 | 47 | 48 | The quick brown fox 49 | jumps over 50 | the lazy dog. 51 | 52 | 53 | """ 54 | 55 | 56 | def test_basic() -> None: 57 | assert collect(html1, { 58 | "text": [], 59 | }) == collect(html1, { 60 | "text": None, 61 | }) == { 62 | "text": "Hello!\nI am Bob.", 63 | } 64 | 65 | assert collect(html1, { 66 | "title": ["body h1"], 67 | }) == collect(html1, { 68 | "title": "body h1", 69 | }) == { 70 | "title": "Hello!", 71 | } 72 | 73 | assert collect(html1, { 74 | # Invalid selector syntax 75 | "title": ["body / h1"], 76 | }) == collect(html1, { 77 | "title": ["body h2"], 78 | }) == { 79 | "title": None, 80 | } 81 | 82 | assert collect(html1, { 83 | "img.alt": ["body img", "alt"], 84 | }) == { 85 | "img.alt": "image", 86 | } 87 | 88 | assert collect(html1, { 89 | "text": [None, None, ["s/\\s+/ /g"]], 90 | }) == collect(html1, { 91 | "text": [None, None, ["s|\\s+| |g"]], 92 | }) == collect(html1, { 93 | "text": ["body", None, ["s/\\s+/ /g"]], 94 | }) == collect(html1, { 95 | "text": ["body", None, ["s|\\s+| |g"]], 96 | }) == { 97 | "text": "Hello! I am Bob.", 98 | } 99 | 100 | assert collect(html1, { 101 | "img.src": ["body img", "src", ["/\\w+\\.png$/"]], 102 | }) == collect(html1, { 103 | "img.src": ["body img", "src", ["|\\w+\\.png$|"]], 104 | }) == { 105 | "img.src": "img.png", 106 | } 107 | 108 | 109 | def test_basic_multiple() -> None: 110 | assert collect(html2, { 111 | "items": [".item"], 112 | }) == { 113 | "items": [ 114 | "alpha", 115 | "beta", 116 | "gamma", 117 | ], 118 | } 119 | 120 | 121 | def test_nested() -> None: 122 | assert collect(html1, { 123 | "body": { 124 | "title": ["body h1"], 125 | }, 126 | }) == collect(html1, { 127 | "body": ["body", { 128 | "title": ["h1"], 129 | }], 130 | }) == { 131 | "body": { 132 | "title": "Hello!", 133 | }, 134 | } 135 | 136 | 137 | def test_multiple() -> None: 138 | assert collect(html2, { 139 | "items": [".item"], 140 | }) == collect(html2, { 141 | "items": [[".item"]], 142 | }) == collect(html2, { 143 | "items": [[".item", None]], 144 | }) == { 145 | "items": [ 146 | "alpha", 147 | "beta", 148 | "gamma", 149 | ], 150 | } 151 | 152 | assert collect(html2, { 153 | "items": [[".item", { 154 | "text": [], 155 | "img.src": ["img", "src"], 156 | }]], 157 | }) == { 158 | "items": [ 159 | { 160 | "text": "alpha", 161 | "img.src": "alpha.png", 162 | }, 163 | { 164 | "text": "beta", 165 | "img.src": "beta.png", 166 | }, 167 | { 168 | "text": "gamma", 169 | "img.src": "gamma.png", 170 | }, 171 | ], 172 | } 173 | 174 | 175 | def test_key_matching() -> None: 176 | assert collect(html1, { 177 | json.dumps(["p"]): [], 178 | }) == {} 179 | 180 | assert collect(html1, { 181 | json.dumps(["span"]): [], 182 | }) == { 183 | "Bob": "Hello!\nI am Bob.", 184 | } 185 | 186 | assert collect(html2, { 187 | "items": [[".item", { 188 | json.dumps([]): { 189 | "img.src": ["img", "src"], 190 | }, 191 | }]], 192 | }) == { 193 | "items": [ 194 | { 195 | "alpha": { 196 | "img.src": "alpha.png", 197 | }, 198 | }, 199 | { 200 | "beta": { 201 | "img.src": "beta.png", 202 | }, 203 | }, 204 | { 205 | "gamma": { 206 | "img.src": "gamma.png", 207 | }, 208 | }, 209 | ], 210 | } 211 | 212 | 213 | def test_key_replace() -> None: 214 | assert collect(html2, { 215 | "items": { 216 | json.dumps([".item"]): ["#{key}", { 217 | "img.src": ["img", "src"], 218 | }], 219 | }, 220 | }) == { 221 | "items": { 222 | "alpha": { 223 | "img.src": "alpha.png", 224 | }, 225 | "beta": { 226 | "img.src": "beta.png", 227 | }, 228 | "gamma": { 229 | "img.src": "gamma.png", 230 | }, 231 | }, 232 | } 233 | 234 | 235 | def test_text_nodes() -> None: 236 | assert collect(html1, { 237 | "text": ["body ::text"], 238 | }) == { 239 | "text": ["\n", "\nI am ", ".\n", "\n"], 240 | } 241 | 242 | assert collect(html1, { 243 | "text": ["body h1 ::text"], 244 | }) == { 245 | "text": "Hello!", 246 | } 247 | 248 | assert collect(html2, { 249 | "text": ["body .item ::text"], 250 | }) == { 251 | "text": ["\nalpha\n", "\n", "\nbeta\n", "\n", "\ngamma\n", "\n"], 252 | } 253 | 254 | assert collect(html2, { 255 | "text": ["body .item#alpha ::text"], 256 | }) == { 257 | "text": ["\nalpha\n", "\n"], 258 | } 259 | 260 | assert collect(html3, { 261 | "text": ["body ::text"], 262 | }) == { 263 | "text": "\nThe quick brown fox\njumps over\nthe lazy dog.\n", 264 | } 265 | 266 | assert collect(html4, { 267 | "text": ["body ::text"], 268 | }) == { 269 | "text": [ 270 | "\nThe ", 271 | "\njumps over\nthe ", 272 | ".\n", 273 | ], 274 | } 275 | -------------------------------------------------------------------------------- /test/test_importable.py: -------------------------------------------------------------------------------- 1 | def test_importable() -> None: 2 | import html2json # noqa: F401 3 | -------------------------------------------------------------------------------- /uv.lock: -------------------------------------------------------------------------------- 1 | version = 1 2 | revision = 2 3 | requires-python = ">=3.9" 4 | 5 | [[package]] 6 | name = "colorama" 7 | version = "0.4.6" 8 | source = 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