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Runtime observability: queue depths, per-stage timing, and a bottleneck-attribution rule
enhancementNew feature or requestNew feature or requestperformanceThroughput, latency, or memory behaviourThroughput, latency, or memory behaviourStatus: Open.#45 In emfdavid/insitubatch;Distributed data parallelism: rank-aware chunk assignment, a cache-safe shuffle rule, and per-rank budgets
enhancementNew feature or requestNew feature or requestperformanceThroughput, latency, or memory behaviourThroughput, latency, or memory behaviourStatus: Open.#44 In emfdavid/insitubatch;InSituDataset.describe(): effective config, geometry, memory estimate, and warnings for pathological layouts
enhancementNew feature or requestNew feature or requestStatus: Open.#43 In emfdavid/insitubatch;cache_dir: no cross-process arbitration, and cache identity is not per-variable
enhancementNew feature or requestNew feature or requestStatus: Open.#42 In emfdavid/insitubatch;Naming: align on zarr's vocabulary — one name per concept
enhancementNew feature or requestNew feature or requestStatus: Open.#40 In emfdavid/insitubatch;ChunkPool slot churn defeats the glibc allocator: 2.1 GB of a 4.7 GB peak is freed-but-retained
performanceThroughput, latency, or memory behaviourThroughput, latency, or memory behaviourStatus: Open.#36 In emfdavid/insitubatch;Vectorize the per-sample random crop in
examples/wb2_dataloader.pyenhancementNew feature or requestNew feature or requestgood first issueGood for newcomersGood for newcomersStatus: Open.#29 In emfdavid/insitubatch;Free-threaded bench: report p50/p95 instead of median and min–max
enhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#28 In emfdavid/insitubatch;window_factorsizes residency by offset span, not by the offset setbugSomething isn't workingSomething isn't workinghelp wantedExtra attention is neededExtra attention is neededperformanceThroughput, latency, or memory behaviourThroughput, latency, or memory behaviourStatus: Open.#27 In emfdavid/insitubatch;Add
samples_for_time_range()— a no-xarray coordinate helper forsample_rangeenhancementNew feature or requestNew feature or requestgood first issueGood for newcomersGood for newcomersStatus: Open.#26 In emfdavid/insitubatch;Expose a
dropped_edge_anchorscount onInSituDatasetenhancementNew feature or requestNew feature or requestgood first issueGood for newcomersGood for newcomersStatus: Open.#25 In emfdavid/insitubatch;examples/README.md: wrong class name, and "cross-domain companion" is now one of three
documentationImprovements or additions to documentationImprovements or additions to documentationgood first issueGood for newcomersGood for newcomersStatus: Open.#24 In emfdavid/insitubatch;