Loading...
Stream Processing
Streaming Database for IoT
★ 3.6
Streaming SQL Database
★ 3.8
pip install hstreamdbN/A — PostgreSQL extensionpip install hstreamdbN/A — PostgreSQL extensionPython data engineers use the `hstreamdb` Python client to produce and consume events from HStreamDB streams in IoT and real-time analytics pipelines. SQL subscriptions let Python consumers receive only the records matching a filter condition, reducing the amount of data the Python processor needs to handle and filter client-side.
Python data engineers use PipelineDB via standard `psycopg2` connections — defining continuous views in SQL that automatically aggregate incoming rows. A Python ingestion process writes events to PipelineDB streams using standard INSERT statements, and the continuous view query results update in real time, making precomputed aggregates instantly available for dashboards.
Individual Tool Pages