Add diagnostic windgust (support for multi-datasets)#178
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Support running the multi-output "realv2" anemoi architecture (ICON-CH1 cutout forecaster with a diagnostic VMAX_10M stream on the REAL-CH1 / ICON-CH1 1km grid) on top of current main: - config/windgust.yaml: showcase + experiment config. extra_requirements pins an anemoi-inference fork branch (radiradev/anemoi-inference@fix/empty-input-propagate-date) carrying the two fixes this checkpoint needs (EmptyInput date propagation + format_dataset_name output-path padding), so no runtime source patching is needed. The showcase section drives the VMAX_10M animation over the Alpine (icon-ch / switzerland) domains via the configurable-showcase mechanism. - resources/inference: realv2 inference config, metadata patch, VMAX_10M GRIB template + templates index, and a VMAX_10M template generation step. - src/plotting: VMAX_10M colormap; redirect VMAX_10M loads to the sibling realv2-*.grib output file. - workflow/rules/plot.smk: treat VMAX_10M (period maximum) like accumulations and skip lead time 0. - docs/realv2_vmax10m.md: notes on the realv2 showcase. Verified: `evalml showcase` and `evalml experiment` both build a complete DAG against this config (--dry-run).
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Support running the multi-decoder with a VMAX_10M on REAL-CH1:
had to pin anemoi-inference (radiradev/anemoi-inference@fix/empty-input-propagate-date) with two fixes. (still unsure if the padding one is needed).
Also unsure what is the best way here to deal with the templates and their patches #129