| name | raincloud-discover |
| description | Use when the user wants to find "interesting" datasets — exposes the new tag / showcase / size / trait / view filters on list_datasets. |
raincloud-discover
Wraps python -m scripts.pipeline.list_datasets with the discoverability flags. The TUI (python -m scripts.pipeline.browse) is the interactive sibling.
Closed vocab
- Showcase tiers (2):
encoding, stress. Run --showcase-help for live counts.
- Domain tags (12):
geospatial, nlp-text, web-analytics, e-commerce, finance, social, scientific, healthcare, sports, transportation, government, benchmark. Run --tags-help for live counts.
- Size buckets (5):
xs / s / m / l / xl (file-size on disk).
- Trait flags (6):
has_nested, has_timestamp, has_variant, string_heavy, wide_row, high_cardinality_present. Prefix with ! to negate.
Patterns
python -m scripts.pipeline.list_datasets --view encoding --long
python -m scripts.pipeline.list_datasets --tag geospatial --tag scientific
python -m scripts.pipeline.list_datasets --trait has_nested --size m
python -m scripts.pipeline.list_datasets --trait '!has_nested' --vortex
python -m scripts.pipeline.list_datasets --inspect clickbench-hits
python -m scripts.pipeline.list_datasets --tags-help
python -m scripts.pipeline.list_datasets --showcase-help
Filters AND across axes, OR within an axis. --view replaces other facet flags (preset is the entire facet spec).
When to invoke
- "Find me datasets with X property" → use traits + tags + size filters
- "What's good for testing nested-type encoding?" →
--trait has_nested --vortex
- "Show me a small dataset to iterate on" →
--size xs --size s
- "Inspect this slug" →
--inspect <slug>
- "What tags / tiers exist?" →
--tags-help / --showcase-help
