S3/MinIO operations: connectivity, transfers, read benchmarks, and matplotlib visualization templates.
Complete guide to the REANA reproducible analytics platform: Dockerized client setup, multi-backend profiles, workflow authoring patterns, S3 dataset workflows, and best practices. Covers dev/prod backends, serial workflows, REANA_WORKSPACE usage, and…
Complete guide to working with Arepo simulation HDF5 files: structure inspection, unit conversion, radial profiles, slice projections, and dimensionality reduction (UMAP/t-SNE) for clustering analysis.
Unified guide for querying major astronomical catalogs: Gaia DR3 (photometry, astrometry, cross-matches) and RAVE DR6 (radial velocities, spectroscopic parameters). Covers TAP querying via pyvo/curl, CSV/Parquet caching, CMD/RA-plot visualization, and 3D…
Build reproducible Parquet astronomy analysis projects.
Umbrella for astronomy data workflows, TAP queries, simulation analysis, and domain-specific RAG/LLM patterns.
Generate all-sky and sky-region maps with custom physics models, celestial coordinate transformations, and projection rendering. Covers Mollweide, Aitoff, orthographic, hammer, and equirectangular projections with the reliable inverse-project + bilinear…
Use when producing SH26 paper figures and 50M Dask runs.