Get revscoring draftquality prediction

POST	/service/lw/inference/v1/models/{wiki}-draftquality:predict

Get a score from the Revscoring Draft Quality model (previously hosted on ORES) for a given Wiki revision id.

Examples

curl

Anonymous access

# Get a score from the Revscoring Draft Quality model for the revision 12345 of English Wikipedia.
$ curl https://api.wikimedia.org/service/lw/inference/v1/models/enwiki-draftquality:predict -X POST -d '{"rev_id": 12345}' -H "Content-type: application/json"

Logged in access

# Get a score from the Revscoring Draft Quality model for the revision 12345 of English Wikipedia.
$ curl https://api.wikimedia.org/service/lw/inference/v1/models/enwiki-draftquality:predict -X POST -d '{"rev_id": 12345}' -H "Authorization: Bearer YOUR_ACCESS_TOKEN" -H "Content-type: application/json"

Python

# Python 3
# Get a score from the Revscoring Draft Quality model for the revision 12345 of English Wikipedia.

import json
import requests

use_auth = False
inference_url = 'https://api.wikimedia.org/service/lw/inference/v1/models/enwiki-draftquality: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": 12345 }
response = requests.post(inference_url, headers=headers, data=json.dumps(data))
print(response.json())

JavaScript

/*
Get a score from the Revscoring Draft Quality model for the revision 12345 of English Wikipedia.
*/

const inferenceUrl = "https://api.wikimedia.org/service/lw/inference/v1/models/enwiki-draftquality: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,
    "User-Agent": appName + " ( " + email + " )"
});
let data = {"rev_id": 12345 };

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

URI Parameters

wiki required

Wiki code:enwiki (English) or ptwiki (Portuguese).

POST Parameters

rev_id required	Wiki Revision id: integer related to a certain revision id for the Wiki set in the URI parameter.
extended_output	Whether or not the response should include the extended output of the model (like the list of features used etc..). Either true or false. Default: false

Responses

200	Success: Revision id found. Returns a Revscoring score object. Example { "enwiki": { "models": { "draftquality": { "version": "0.2.1" } }, "scores": { "12345": { "draftquality": { "score": { "prediction": "spam", "probability": { "OK": 0.2058707138961481, "attack": 0.08356921917837876, "spam": 0.39768296325893626, "vandalism": 0.31287710366653687 } } } } } } }