The h3-indexer is an open-source cloud-native Python package that converts geospatial geometries (points, lines, polygons) into standardized H3 hexagonal grids using PySpark and Apache Sedona, enabling scalable spatial analysis and data harmonization across massive, disparate geospatial datasets.