Harden DataStoreMerge streaming and simplify mapping diagnostics - #160
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Enforce chunk-bounded memory admission with stable persisted layouts, and expand regression, packaging, and documentation coverage.
Use the existing resource budget when nthreads is omitted, while keeping tests and visual generation bounded.
Remove fixed-layout projection APIs, add cluster-level mapping score views, and simplify the mapping tutorials around fixed-reference analysis.
parashardhapola
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Summary
DataStoreMergewith plan/result models, feature alignment, metadata planning, and a streaming writer. Merges stay chunk-bounded for memory admission, keep stable persisted layouts, and are safer to resume after interruption. The oldDatasetMerge/AssayMergepublic names are removed.mapping_score), and simplify mapping / atlas tutorials around fixed-reference analysis.DataStore(nthreads=None)to the existing resource budget (env / CPU affinity / cgroup), while keeping tests and visual generation bounded.