Lift Wing API/Reference/Get reverted risk multilingual prediction

POST	/service/lw/inference/v1/models/revertrisk-multilingual:predict

The goal of this model is to detect revisions that might be reverted independently if they were made in good faith or with the intention of creating damage. Check the model card for more info.

Examples

curl

Anonymous access

# Get the revert risk probability for the edit on English Wikipedia identified by the revision id 123456.
$ curl https://api.wikimedia.org/service/lw/inference/v1/models/revertrisk-multilingual:predict -X POST -d '{"rev_id": 123456, "lang": "en"}' -H "Content-type: application/json"

Logged in access

# Get the revert risk probability for the edit on English Wikipedia identified by the revision id 123456.
$ curl https://api.wikimedia.org/service/lw/inference/v1/models/revertrisk-multilingual:predict -X POST -d '{"rev_id": 123456, "lang": "en"}' -H "Authorization: Bearer YOUR_ACCESS_TOKEN" -H "Content-type: application/json"

Python

# Python 3
# Get the revert risk probability for the edit on English Wikipedia identified by the revision id 123456.

import json
import requests

use_auth = False
inference_url = 'https://api.wikimedia.org/service/lw/inference/v1/models/revertrisk-multilingual:predict'

if use_auth:
  headers = {
      'Authorization': 'Bearer YOUR_ACCESS_TOKEN',
      'User-Agent': 'YOUR_APP_NAME (YOUR_EMAIL_OR_CONTACT_PAGE)',
      'Content-type': 'application/json'
  }
else:
  headers = {}
data = {"rev_id": 123456, "lang": "en"}
response = requests.post(inference_url, headers=headers, data=json.dumps(data))
print(response.json())

JavaScript

/*
Get the revert risk probability for the edit on English Wikipedia identified by the revision id 123456.
*/

const inferenceUrl = "https://api.wikimedia.org/service/lw/inference/v1/models/revertrisk-multilingual:predict";
const accessToken = "YOUR_ACCESS_TOKEN";
const appName = "YOUR_APP_NAME";
const email = "YOUR_EMAIL_OR_CONTACT_PAGE";
let headers = new Headers({
    "Content-Type": "application/json",
    "Authorization": "Bearer " + accessToken,
    "Api-User-Agent": appName + " ( " + email + " )"
});
let data = {"rev_id": 123456, "lang": "en"};

fetch(inferenceUrl, {
    method: "POST",
    headers: headers,
    body: JSON.stringify(data)
})
.then(response => response.json())
.then(inferenceData => console.log(inferenceData));

POST Parameters

lang required

A string representing the language code related to the target wiki. Example: "en" for English Wikipedia. Currently 47 languages are supported: ka(Georgian), lv(Latvian), ta(Tamil), ur(Urdu), eo(Esperanto), lt(Lithuanian), sl(Slovenian), hy(Armenian), hr(Croatian), sk(Slovak), eu(Basque), et(Estonian), ms(Malay), az(Azerbaijani), da(Danish), bg(Bulgarian), sr(Serbian), ro(Romanian), el(Greek), th(Thai), bn(Bangla), no(Norwegian), hi(Hindi), ca(Catalan), hu(Hungarian), ko(Korean), fi(Finnish), vi(Vietnamese), uz(Uzbek), sv(Swedish), cs(Czech), he(Hebrew), id(Indonesian), tr(Turkish), uk(Ukrainian), nl(Dutch), pl(Polish), ar(Arabic), fa(Persian), it(Italian), zh(Chinese), ru(Russian), es(Spanish), ja(Japanese), de(German), fr(French), en(English)

rev_id required

The revision id for the wiki identified by the lang parameter.

Responses

200	Success: Returns a Revert risk score object. Example { "model_name":"revertrisk-multilingual", "model_version":"3", "wiki_db":"enwiki", "revision_id":123456, "output":{ "prediction":false, "probabilities":{ "true":0.3058536847305622, "false":0.6941463152694378 } } }