Ensures that combined distance matrix calculations use the exact same site selection by retaining sampled data within Sankoff bundles. This involves refactoring post-sampling logic into shared functions, implementing `SankoffBundle` to reuse internal tally data, and adding validation to guarantee consistent site selection across all distance calculation paths.
Document limitations of various $\alpha$-estimation methods, clarifying that tree-based methods require a tree for accurate heterogeneity estimation and that `PartitionDispersion` avoids violating identifiability requirements.
Introduces support for rate heterogeneity via a Poisson-Gamma mixture model. This includes new command-line options (`--gamma-shape`, `--gamma-shape auto`) to enable automatic estimation of the shape parameter $\alpha$ based on substitution counts across partitions. The correction is applied to the distance metric, with logic to disable the correction if variance checks fail.
Update documentation to reflect architectural fixes in the NUMA partition runner and implementation changes in the merge and select modules. The partition runner now wraps task execution in `catch_unwind`, emitting panic events that count toward completion thresholds to prevent controller deadlocks, while re-raising the first payload on return. CLI documentation for select has been updated to mandate output directories, introduce default hard-linking with automatic fallback, and document presence aggregation optimizations. Known issues such as self-merge crashes and sparse-packed index gaps are now documented as failing fast due to these improvements.
Renames the CLI flag from --metric to --distance and introduces eight closed-form SNP distance models with optional Jin-Nei gamma correction. Integrates the ndarray crate for matrix operations and adds relaxed PHYLIP output formatting. Updates architecture and theory documentation to cover the new sparse matrix variants, algorithmic fixes, and distance metric implementations.
Extends the phylogenetic pipeline with exporters for TNT, PhyG, and IQ-TREE that generate executable scripts, cost matrices, and recoded alignments. Adds internal helpers for state indexing, floating-point matrix scaling, and Floyd-Warshall metric closure to satisfy external tool constraints. Adjusts visibility modifiers for sibling iterators and entropy annex structs, and updates design documentation for evolutionary distance metrics.
Introduce a new `Sparse` format alongside existing `Columnar` and `Packed` variants, enabling optimized row-major pairwise counting for distance and similarity metrics via the `CountPartials` trait. Update storage detection priorities, extend matrix dispatch logic to sparse backends, and correct diagonal/off-diagonal formulas in bit matrix partial computations. Expand layer APIs with format-agnostic `nonzero_iter`, update usage documentation for the `--sparse` flag, and add comprehensive tests verifying roundtrip integrity and metric equivalence against dense implementations.
Define a shared Algorithm trait with an associated Output type and a parameterless run(&mut self) method. Refactor PartitionRouter, Dereplicator, Counter, and LayerBuilder to implement the trait, standardizing receivers to &mut self and moving configuration and progress callbacks to dedicated builder setters. Decouple error handling using a generic boxed error type and update workspace dependencies accordingly.
Migrate index state tracking from filesystem sentinel files to an on-disk JSON schema within `index.meta`. The `IndexMeta` struct is now wrapped in an `Arc` with internal locking, exposing only fallible methods for genome and state access. In-memory mutation capabilities have been removed, requiring callers to handle I/O errors explicitly and pass immutable references to downstream components like `PartitionRouter`. Public sentinel constants have been removed from exports.
Extracts directory bookkeeping and construction methods into a new IndexBuilder trait, separating maintenance operations from scientific computation logic. Migrates relevant methods to the new trait, updates module imports across obikindex, and narrows the crate's public API surface. Adds an end-to-end CLI smoke test to verify multi-index merge workflows.
Moves pipeline state bookkeeping, including sentinel file marking and spectrum persistence, into the algorithms' run and close methods. Introduces a crate-private extension trait to satisfy Rust's orphan rule while implementing construction-only operations on KmerIndex. Updates helper function visibility for cross-crate access and removes the now-empty index_layer module.
Introduce a dedicated LayerBuilder struct to orchestrate parallel layer 0 construction across partitions. The fluent API supports configurable abundance thresholds and intermediate artifact retention. Parallel execution is delegated to a NUMA-aware PartitionRunner scheduler, while progress reporting and stage timing are shifted to the command layer. A new mark_indexed method cleanly separates state tracking from orchestration by generating a completion sentinel.
Decouple k-mer counting from the partitioner by introducing a new `Counter` struct. The module exposes a fluent builder API with optional partial file retention, executes partition processing in parallel via Rayon with memory-aware chunk sizing, and integrates thread-safe progress callbacks. Update all callers to use the new counter, simplify test pipelines by removing serialization overhead, and clarify algorithm separation in module documentation.
The command now supports reopening existing indexes instead of failing when the output file exists. Control flow branches between opening an existing index and constructing a new one, moving configuration setup exclusively to the creation path. Directory existence is enforced upfront with proper I/O error propagation. The --force flag retains its original semantics by removing the target directory before proceeding with a fresh build.
Move partition dereplication logic into a dedicated `obikderep` crate that implements a two-phase hash-split/merge strategy with Rayon for parallel processing. Centralize superkmer file path construction in `obilayeredmap` and update dependent crates to use the new pipeline and shared path helpers. Adjust test suites to explicitly invoke the dereplication step.
Invert dependencies by moving partition path primitives to a dedicated module and updating the index crate accordingly. Reshape the partition router to accept a mutable index reference, enabling chainable configuration and resolving lifetime issues with explicit drops. Shift orchestration logic from the index crate to the CLI, replacing monolithic scatter calls with discrete dereplication and counting steps. Introduce a generic progress callback API to decouple rate calculation from UI rendering, and correct file I/O paths to route layer-0 artifacts under the partition index directory.
Introduces the `obikpartition` crate containing the `KmerPartition` struct to manage open layers in sequential order. The `open` constructor eagerly initializes layers under a specified directory, while the `find` method returns the index of the first layer containing a given k-mer. Dependencies are strictly scoped to `obilayeredmap` and `obikseq`, with unit tests validating layer ingestion and single-kmer lookup behavior. Batch lookups and further migration are deferred to a subsequent phase.
The `Layer` enum is transformed into a lifecycle-aware state machine with an `Empty` variant representing an unconstructed directory. Read and query operations now explicitly panic when invoked on this state, enforcing explicit progression through `create()` before use. Iterator methods are updated to handle the new variant exhaustively, and module visibility constants are adjusted to support the refactored structure.
Renames `Layer<D>` to `TypedLayer<D>` to establish a distinct typed abstraction. Introduces a new heterogeneous `Layer` enum that unifies count and presence storage with runtime dispatch, delegating operations to the underlying typed variants. Updates cache, index, and phylo consumers to align with the renamed type and new extension traits, preserving full test suite stability while preparing the foundation for multi-partition caching.
Consolidates partition logic, metadata storage, and layer management directly into KmerIndex. Renames obikpartitionner to obikpartition, retaining only PartitionRouter for superkmer routing. Removes intermediate .partition() accessors in favor of direct methods on the index and updates PartitionCache::build to accept &KmerIndex directly. Derives n_partitions from config.n_bits and consolidates k-mer/minimizer sizes into IndexMeta.config. Fixes a regression where PartitionRouter::open incorrectly defaulted to closed.
Update Cargo manifests, dependency paths, and Rust imports across the workspace to reflect the `obikpartitionner` to `obikpartition` rename. Synchronize architecture and implementation documentation with the new module structure. Fix minor syntax issues in test assertions to ensure compilation compatibility. No behavioral or API changes are introduced.
Rename the KmerPartition type to KmerPartitions across obikindex, obikpartitionner, and obikphylo/siblings to reflect an updated data model. Update the Mat enum in siblings/cache.rs to add a SparsePresence variant and simplify opening logic by delegating sparse versus dense detection to PersistentBitMatrix. Apply consistent code formatting, import reordering, and multi-line refactoring throughout the affected modules.
Replaced scattered direct metadata loading with centralized instance methods on `KmerPartition` to guarantee consistent error mapping and legacy recovery. Introduced `StorageKind`, `LayerContent`, and `EvidenceKind` enums alongside lightweight disk-probe methods that inspect file presence without opening heavy data structures. Updated callers across the index, partitioner, and phylo modules to use the new partition API, and added unit tests validating the introspection behavior.
Introduce a design specification outlining performance bottlenecks in layer data access and an agreed-upon implementation direction for caching. Refactor the codebase to centralize index and layer directory path resolution within the partition object, replacing manual string joining and external helper functions with dedicated accessor methods.
Replaces nested column-major point lookups with a batched iterator that delegates to format-native traversal strategies. The implementation enforces a single pass per matrix type, using row-major iteration for sparse formats and eager collection for packed/columnar layouts while preserving original slot ordering. Memory allocation is optimized by removing `n_cols`-wide buffers in favor of per-row buffering or lazy iteration. Correctness tests verify iterator output against dense baselines across all supported layouts, and architecture documentation is updated to reflect the new format-agnostic query pattern.
Introduces a complete query benchmark track to evaluate performance and verify consistency between dense and sparse index formats. Adds scripts to simulate fixed-size paired-end reads, pack a sparse presence index, execute queries in both modes, and capture wall time and RSS metrics. Includes a verification step that compares outputs by read ID to ensure content identity across parallel processing. Updates build configuration, documentation, and ignore patterns to support the new pipeline for two microbial specimens.
Bumps core dependencies including ndarray, rand, hashbrown, niffler, ureq, sysinfo, indicatif, lru, and remove_dir_all. Adapts source code to accommodate breaking changes by migrating RNG initialization, adjusting HTTP response handling, and replacing the fs4 crate with standard library file locking. Adds a planning document for query benchmarking and sparse index regression tests.
Introduces raw mapping and iteration APIs that bypass membership checks, clarifies variant-specific storage layouts and auto-detection logic, and documents optimized batch access patterns with caller-provided buffers. Removes the outdated obicompactvector_reflexion.md specification to consolidate architectural details into current implementation docs.
Introduces --iqtree-min-freq (default 0.001) to treat low-frequency nucleotide states as missing data during IQ-TREE alignment generation when --free-loss is active. This triggers a recoding pass that folds rare states into the missing symbol, followed by non-informative site removal and alphabet recomputation to maintain output consistency. The change also adds Sankoff model configuration files and updates related tests and documentation.
Replaces premature exponentiation-based row normalization with log-sum-exp arithmetic to prevent tiny probabilities from collapsing to exactly zero. This eliminates spurious infinite costs for valid but rare transitions while preserving correct IEEE 754 semantics for genuinely unobserved pairs. Adds explicit guards against NaN in degenerate rows and includes a regression test verifying finite costs for probabilities as low as 1e-200.
Generates a new CSV output that maps IQ-TREE's compact state symbols to canonical states alongside full-precision empirical frequencies. Updates documentation to clarify that state frequencies sum to 1.0 by design and documents conditional behavior under `--free-loss`. Includes unit tests verifying absent state exclusion, frequency summation, and CSV structure. Also restricts entropy annex resolution to non-monomorphic minorants to eliminate redundant per-genome checks.
Shift monomorphism filtering from the entropy scan layer to a lightweight, annex-only pre-pass. By replacing `Selection::All` with a pre-filtered subset, expensive per-genome resolution is strictly limited to non-monomorphic families. This avoids processing ~98% of minorants that are known to be monomorphic, while preserving positional read speedups for subsequent runs. The change is an internal performance refinement with no public API modifications.
Eric Coissac