Python SDK

zhenghaozNovember 20, 2022Less than 1 minute

Python SDK

Note

The Python SDK is under development, APIs might be changed in later versions. Pull requests are welcomed: https://github.com/gorse-io/PyGorseopen in new window

PyPIopen in new window

Install

  • Option 1: Install from PyPI:
pip install PyGorse
  • Option 2: Install from source:
git clone https://github.com/gorse-io/PyGorse.git
cd PyGorse
pip install .

Example

The default client Gorse is the blocking client.

from gorse import Gorse

# Create a blocking client.
client = Gorse('http://127.0.0.1:8087', 'api_key')

# Insert feedbacks.
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' }
])

# Get recommendation.
client.get_recommend('bob', n=10)

AsyncGorse is an async client.

import asyncio

from gorse import AsyncGorse

async def main():
    # Create an async client.
    client = AsyncGorse('http://127.0.0.1:8087', 'api_key')

    # Insert feedbacks.
    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' }
    ])

    # Get recommendation.
    client.get_recommend('bob', n=10)

asyncio.run(main())
Loading...