namu-wiki-extractor

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namu-wiki-extractor

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A library to extract plaintexts from the JSON dump file of namu wiki

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# Namu Wiki Extractor
This library strips all [namu marks](https://namu.wiki/w/나무위키:문법%20도움말) from a namu wiki document and extracts its plain text only.

## Requirement
- Python 3

## Installation
```bash
pip install namu-wiki-extractor
```

## Usage
### Basic
```python
import json
from namuwiki.extractor import extract_text

with open('namu_wiki.json', 'r', encoding='utf-8') as input_file:
    namu_wiki = json.load(input_file)

item = namu_wiki[1]
plain_text = extract_text(item['text'])
print(plain_text)
```

### Extract deletions and footnotes separately
```python
import json
from namuwiki.extractor import extract_text

with open('namu_wiki.json', 'r', encoding='utf-8') as input_file:
    namu_wiki = json.load(input_file)

item = namu_wiki[1]
document = extract_text(item['text'], separate_deletions=True, separate_footnotes=True)
print(document.text)
print(document.deletions)
print(document.footnotes)
```

### Multiprocessing
```python
import json
from multiprocessing import Pool

from namuwiki.extractor import extract_text

def work(document):
    return {
        'title': document['title'],
        'content': extract_text(document['text'])
    }

with open('namu_wiki.json', 'r', encoding='utf-8') as input_file:
    namu_wiki = json.load(input_file)

with Pool() as pool:
    items = pool.map(work, namu_wiki)
```

## API
### namuwiki.extractor.extract_text(source: str, separate_deletions: bool = False, separate_footnotes: bool = False) -> Union[str, Document]
This function strips all namu marks from `source` and extracts its plain text. If either `separate_deletions` or `separate_footnotes` is `True`, this returns extracted plain text as `str`. Otherwise, this returns extracted plain text, deletions and footnotes as `Document`

#### Parameter
- `source`: Text from a namu wiki document
- `separate_deletions`: Whether deletions should be separately extracted from the `source`
- `separate_footnotes`: Whether footnotes should be separately extracted from the `source`

### namuwiki.extractor.Document(text: str, deletions: List[str], footnotes: List[str])
- `text`: Plain text with all namu marks removed from the given `source`
- `deletions`: Separately extracted deletions from the given `source`
- `footnotes`: Separately extracted footnotes from the given `source`

## Note
A JSON dump file of namu wiki can be downloaded from [here](https://namu.wiki/w/%EB%82%98%EB%AC%B4%EC%9C%84%ED%82%A4:%EB%8D%B0%EC%9D%B4%ED%84%B0%EB%B2%A0%EC%9D%B4%EC%8A%A4%20%EB%8D%A4%ED%94%84)

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