Python SDK for gorse recommender system.
- Install from PyPI:
pip install PyGorse- Install from source:
git clone https://github.com/gorse-io/PyGorse.git
cd PyGorse
pip install .Create a client by the entrypoint and api key.
from gorse import Gorse
client = Gorse('http://127.0.0.1:8087', 'api_key')
client.insert_feedbacks([
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'vuejs:vue', 'Timestamp': '2022-02-24' },
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'd3:d3', 'Timestamp': '2022-02-25' },
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'dogfalo:materialize', 'Timestamp': '2022-02-26' },
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'mozilla:pdf.js', 'Timestamp': '2022-02-27' },
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'moment:moment', 'Timestamp': '2022-02-28' }
])
client.get_recommend('bob', n=10)The Python SDK implements the async client as well:
from gorse import AsyncGorse
client = AsyncGorse('http://127.0.0.1:8087', 'api_key')
await client.insert_feedbacks([
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'vuejs:vue', 'Timestamp': '2022-02-24' },
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'd3:d3', 'Timestamp': '2022-02-25' },
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'dogfalo:materialize', 'Timestamp': '2022-02-26' },
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'mozilla:pdf.js', 'Timestamp': '2022-02-27' },
{ 'FeedbackType': 'star', 'UserId': 'bob', 'ItemId': 'moment:moment', 'Timestamp': '2022-02-28' }
])
await client.get_recommend('bob', n=10)