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The Honua Python SDK provides client libraries for the Honua cloud-native geospatial platform. It offers a unified, typed interface for interacting with various geospatial protocols, including GeoServices REST, OGC API Features, STAC, OData, WFS/WMS/WMTS, and gRPC streaming. Key components include: 1. **Data-Plane Client (`honua-sdk`)**: Enables feature queries, geocoding, map/image export, and editing. It supports a canonical `Source`/`Query`/`Result` contract, allowing consistent interaction across different protocols. It includes one-call GeoDataFrame interop for the pandas/GeoPandas stack and supports both synchronous and asynchronous workflows. 2. **Control-Plane Client (`honua-admin`)**: Provides tools for server administration, including managing services, connections, layers, styles, and metadata. It also offers compatibility checks and manifest management. 3. **Migration Tooling**: Includes `honua-gp`, a proprietary layer for migrating ArcGIS `arcpy` scripts, and CLI tools for offline script scanning and translation. The SDK emphasizes type safety with strict mypy checking, automatic retries for transient errors, and comprehensive documentation. It is currently in Alpha status.