1. Using Oracle Spatial AI on Autonomous Database Serverless
  2. About Oracle Spatial AI
  3. About Python Libraries in Oracle Spatial AI

About Python Libraries in Oracle Spatial AI

Oracle Spatial AI is deployed with OML4Py which comes installed with Oracle Autonomous Database Serverless.

The OML4Py installation includes Python, additional required Python libraries, and the OML4Py server components. A Python interpreter is included with Oracle Machine Learning Notebooks in Autonomous Database. See About the Python Components and Libraries in OML4Py for the list of Python libraries included in OML4Py.

Also, note the following for Spatial AI:

  • Python: The Python installation used is 3.12.0 version.
  • Required Python Libraries for Oracle Spatial AI:
    • sqlalchemy 2.0.15
    • contextily 1.3.0
    • geopandas 0.13.0
    • shapely 2.0.3
    • fiona 1.9.4.post1
    • pyproj 3.6.1
    • esda 2.5.1
    • libpysal 4.9.2
    • mgwr 2.2.1
    • spglm 1.1.0
    • spreg 1.4.2

    The preceding libraries are included with Python on your Oracle Autonomous Database Serverless instance.