Attention: The code in this repository is intended for experimental use only and is not fully tested, documented, or supported by SingleStore. Visit the SingleStore Forums to ask questions about this repository.
This project contains an Ibis backend for the SingleStore database. This allows you to access and manipulate your data using a DataFrame-like API.
This package can be installed from PyPI using pip:
pip install ibis-singlestoredb
Connections to the SingleStoreDB database are made using URLs that specify the connection driver package, server hostname, server port, and user credentials.
import ibis
# Connect using the default connector
conn = ibis.singlestoredb.connect('user:password@host:3306/db_name')
# Get an Ibis DataFrame object that points to the 'employees' table
employees = conn.table('employees')
# Apply DataFrame-like operations (lazily)
res = employees[employees.name.like('Smith')][employees.deptId > 1]
# Execute the operations
res.execute()
Connecting to the HTTP API is done as follows:
# Use the HTTP API connector
conn = ibis.singlestoredb.connect('http://user:password@host:8080/db_name')
There are some example Jupyter notebooks in the examples directory.
This library is licensed under the Apache 2.0 License.
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