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_sdk
Example
Connect:
import mindsdb_sdk
# Connect to local server
server = mindsdb_sdk.connect()
server = mindsdb_sdk.connect('http://127.0.0.1:47334')
# Connect to cloud server
server = mindsdb_sdk.connect(email='a@b.com', password='-')
server = mindsdb_sdk.connect('https://cloud.mindsdb.com', email='a@b.com', password='-')
Base usage:
# database
databases = server.list_databases()
database = databases[0] # Database type object
# sql query
query = database.query('select * from table1')
print(query.fetch())
# create table
table = database.create_table('table2', query)
# project
project = server.get_project('proj')
# sql query
query = project.query('select * from database.table join model1')
# create view
view = project.create_view(
'view1',
query=query
)
# get view
views = project.list_views()
view = views[0]
df = view.fetch()
# get model
models = project.list_models()
model = models[0]
# using model
result_df = model.predict(df)
result_df = model.predict(query)
# create model
model = project.create_model(
'rentals_model',
predict='price',
query=query,
)
API documentation
Generating:
pip install sphinx
cd docs
make html
API documentation will be generated in docs/build/html
How to test
It runs all tests for components
env PYTHONPATH=./ pytest
Project details
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mindsdb_sdk-1.0.1.tar.gz
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