hydromodpy.results

Result storage for HydroModPy simulations (DuckDB + Zarr).

Hydrological metrics live in hydromodpy.core.metrics (canonical location for nse, rmse, mae, kge, log_nse, bias, pbias, correlation).

Modules

array_fingerprint	Input provenance fingerprinting for simulation reproducibility.
catalog	Catalog facade for the results layer.
contracts	Strong-typed return contracts for Run field/raster/mesh accessors.
derived	Pure-function derivations of secondary fields from primary outputs.
errors	Typed exceptions for the results / reader layer.
export	FAIR export formats for HydroModPy simulations.
exporters
field_registry	Canonical field registry for HydroModPy simulation outputs.
geographic_cache	Workspace-level content-addressable geographic cache.
geoparquet_io	Compatibility re-export for shared GeoParquet I/O helpers.
grid	Scalar spatial metadata for a simulation: cell size, shape, extent.
html_helpers	Small HTML helpers shared by calibration and analysis report builders.
importers	Importers symmetric to hydromodpy.results.exporters.
lazy_loaders	Lazy loaders for the per-simulation Parquet and Zarr stores.
parquet_io	Atomic pyarrow Parquet writer with canonical V1 options forced.
parquet_schemas	PyArrow schemas for every per-simulation Parquet view.
reading	Variable read dispatch shared by hmp.read and Catalog.read.
run	Single-simulation view on the results catalog.
run_array	Array / xarray provider bound to a single Run.
run_environment	Capture host environment metadata for the runs_environment table.
run_geographic	Geographic and mesh accessors for hydromodpy.results.run.Run.
run_hydrographic	Hydrographic-network accessors for hydromodpy.results.run.Run.
run_timeseries	Tabular and time-aligned accessors for hydromodpy.results.run.Run.
simulation_group	Multi-simulation view on the results catalog.
spatial_index	Point-in-cell lookup on unstructured meshes via Shapely STRtree.
storage_contract	Shared result-storage layout contract.
storage_diagnostics	Diagnostics for the workspace result-storage layout.
time_alignment	Time alignment helpers for observed and simulated series.
timeseries_downsample	LTTB downsampling for dense time series stored in the catalog.
views	Lazy catchment-scale views computed on demand from a Run.
virtual_fields	On-the-fly derived fields computed from stored primary variables.
zarr_store	Zarr v2 per-simulation store (CF-1.11 + ACDD-1.3 + UGRID-1.0).