MindsDB Python SDK, provides an SDK to use a remote mindsdb instance
Project description
Python MindsDB SDK
It enables you to connect to a midnsDB server and use it in a similar way to mindsb_native.
Install
pip install mindsdb-client
example of usage
from mindsdb_client import MindsDB
# connect
mdb = MindsDB(server='https://mindsdb.com', params={'email': 'test@email.com', 'password': 'secret'})
# upload datasource
mdb.datasources.add('rentals_ds', path='home_rentals.csv')
# create a new predictor and learn to predict
predictor = mdb.predictors.learn(
name='home_rentals_price',
data_source_name='rentals_ds',
to_predict=['rental_price']
)
# predict
result = predictor.predict({'number_of_rooms': '2','number_of_bathrooms': '1', 'sqft': '1190'})
tests
Before run tests, change SERVER and CREDENTIAL constants in tests/test.py to relevant. After run python3 tests/test.py
Test file - is a place where you can find some examples of api usage.
API Reference
class MindsDB(server: str, params: dict)
class DataSources()
class DataSource()
class Predictors()
class Predictor()
class Proxy()
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