Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/emilstenstrom/json-tagger
A JSON API to tag a sentence with part of speech tags. Uses UDPipe, so support for hundreds of languages.
https://github.com/emilstenstrom/json-tagger
json-api natural-language-processing pos-tagging python swedish udpipe universal-dependencies
Last synced: 2 months ago
JSON representation
A JSON API to tag a sentence with part of speech tags. Uses UDPipe, so support for hundreds of languages.
- Host: GitHub
- URL: https://github.com/emilstenstrom/json-tagger
- Owner: EmilStenstrom
- License: mit
- Created: 2014-12-23T12:15:51.000Z (about 10 years ago)
- Default Branch: master
- Last Pushed: 2024-07-12T08:57:05.000Z (7 months ago)
- Last Synced: 2024-07-12T10:19:40.300Z (7 months ago)
- Topics: json-api, natural-language-processing, pos-tagging, python, swedish, udpipe, universal-dependencies
- Language: HTML
- Homepage: https://json-tagger.com
- Size: 661 KB
- Stars: 12
- Watchers: 4
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
JSON Tagger
===========
UDPipe finds detailed **Part-of-speech tags** (Noun, Verb, ...) in **Swedish sentences**. This code makes UDPipe available via a JSON API.
Play with it at: https://json-tagger.sammanfatta.se
## How to run JSON Tagger locally
JSON-Tagger is built for Python 3.6. I haven't tested it on other versions, so it might work or other 3.x versions, but not on Python 2.
1. Clone this project from GitHub:
```
git clone https://github.com/EmilStenstrom/json-tagger.git json-tagger
```
2. Install dependencies:
```
cd json-tagger
pip install -r requirements.txt
```
3. Get a UDPipe model file
Download the latest version of the udipe models from http://ufal.mff.cuni.cz/udpipe#download. Pick the language you are interested in, create a *data* directory in the root of the project, and put the *.udipe* file there. Now update the path to the file in ud_helper, and in actions.py if you use a language other than Swedish. Done!
4. Start the local web server
```
python run.py --run
```
5. Surf to http://localhost:8000 in your browser!
Run the tests
-------------
The trickiest part of delivering an API like JSON Tagger is to handle encodings. I've found that the easiest way to make sure I don't mess them up is to run code that accesses the API from different languages. To run some simple integration tests against a version running locally:
1. Install dependencies
The scripts assume you are running them inside a virtualenv with `python` pointing to Python 3, and that `python2` and `curl` is available on the PATH.
```
pip2 install requests
pip install requests
gem install http
npm install -g request
```
2. Run all the tests
```
tests/run_all
```
If any of the tests fail it will output the difference in output between the result and the expected result.