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perf(fmi): reuse the SMEM pass's first walk for the bwtSeed pass - #674

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Summary

The third seeding pass (bwtSeed) walks every read forward from x = 0, and the first SMEM pass has already taken that same walk: both start at base 0 and extend one base at a time with the same forward step, so the bwtSeed walk is a prefix of the SMEM pass's first walk (at min_intv 1 that walk goes on while s >= 1). This PR has the SMEM walk note where the bwtSeed walk stops, and the bwtSeed pass emits that seed and starts the read there instead of walking it again. Output is byte-identical.

  • Record (BsdFirstWalk). While the SMEM pass's first forward walk on a read is at or past step min_len - 1, it notes the first step whose interval falls below max_intv (the bwtSeed walk's stop, with its seed when s > 0). When the SMEM walk ends first (an N, the read's end, or s = 0), it works out where the bwtSeed walk ends from there: its s = 0 tail stops at the first N, at the first step at or past min_len - 1, or at the read's end. The unique-match text compare (perf(fmi): compare unique matches with the text and keep their position for SA lookup #670) and the jump-table steps (perf(fmi): take the seeding walks' first steps from a jump table #672) note the same steps as the base-at-a-time walk.
  • Use. bwtSeedStrategyAllPosOneThread_lockstep takes an optional hint. A read whose first walk was recorded emits its seed and starts at the recorded x; every later walk on the read is unchanged. A hint whose min_len or max_intv differs from the call's is ignored.
  • Scope. Lockstep drivers only. mem_collect_smem builds the hint only when the third pass runs (max_mem_intv > 0) with the lockstep bwtSeed driver; with BWA3_BWTSEED_LOCKSTEP=0 nothing is recorded and the scalar driver runs as before.
  • Memory. One 32-byte record per read of the worker's batch, in a per-thread buffer that is reused across batches (32 KB per thread at the 1024-read batch). On a 40k-pair PE run (-t 4, arm64), peak RSS against the parent commit moved by a paired median of +3.8 MB over 6 interleaved reps, inside the run-to-run spread of −7.0 to +6.5 MB on a ~200 MB peak; the buffers themselves are at most 128 KB there.

Correctness

  • Why it is exact. Up to the bwtSeed walk's stop, the two walks compute the same intervals from the same bases, so the recorded step, interval and next x are the ones the bwtSeed walk reaches itself. Records are marked unrecorded before the SMEM pass's first round and written only for walks from base 0 at min_intv 1; any record the SMEM pass leaves unwritten (a read starting with N, an exit that does not resolve it) falls back to walking the read from x = 0, so a missed record costs only the reuse.

  • The l field. A record whose SMEM walk ended in the unique-match text compare carries that walk's last forward-step l, as the SMEM pass's own text-compare SMEMs already do since perf(fmi): compare unique matches with the text and keep their position for SA lookup #670. Nothing reads l after seeding: SA lookup uses k and s, the per-read sort keys on (m, n), and the opt-in SMEM dedup compares (rid, m, n, k, s). Every emitted (rid, m, n, k, s) is unchanged, and the driver, record and lockstep-policy comments now state the contract that way rather than as byte-identical seed records.

  • Parity test. The bwtSeed lockstep parity test gains a case that runs the SMEM pass with a hint and then the lockstep bwtSeed driver with it, on phiX windows (forward and reverse-complemented, with Ns first, early, mid-read and last, a substitution, lengths around the seed length, substitutions and Ns just before, at and after base min_len - 1, reverse palindromes whose walk drops to s = 0 at that base without becoming unique, windows whose first 11 bases occur twice in the text so their record has s >= 2, non-matching prefixes, and the text's first and last bases), at max_intv 1, 5 and 20 and seed lengths 11 and 20. It also runs hints the call must ignore (a different min_len or max_intv, including one recorded at max_intv 20 and used at 1, where using it would emit seeds the scalar driver does not) and SMEM passes that must record nothing (min_intv 2, and a hint max_intv of 0). Each run checks that:

    • exactly the reads whose first base is ACGT are recorded (counted from the read strings);
    • the hinted SMEM pass's own output equals an unhinted run's in every field, info and l included;
    • the bwtSeed output matches the scalar driver and the test's independent copy of the scalar walk field by field. l is skipped only for a read's first seed taken from a record with s = 1, and only when the call used the hint; runs that reject the hint, and the scalar-vs-reference comparison, compare l in full.

    A canary then shifts k in every recorded seed of each matched run and requires the lockstep output to change, so a bwtSeed pass that ignored the hint would fail the test. Each case runs in well under 100 ms on phiX. The two lockstep parity tests now share their read encoder, FASTA loader and reverse complement through a small test header (test/lockstep_parity_test_util.h).

  • Mutation check. Mutating each branch of the record and its use (an off-by-one in the noted step, the stop test, the s = 0 tail, the text-compare hand-off, the jump-table and base-at-a-time note sites, or the start the bwtSeed pass takes) makes the parity test fail (two of them only at jump depth 12, which test/run_unit_tests.sh also runs). So do mutants that disturb the SMEM pass from a record hook (shifting next_x, j or k), drop the max_intv match in the bwtSeed pass, drop the min_intv == 1 guard on recording (the bwtSeed output then loses seeds), stop recording on one exit path, or give a wrong l to a record with s >= 2. Dropping the max_intv >= 1 guard on recording is caught only by the record count: at max_intv 0 no walk can emit, so that guard cannot change any output.

  • Test suites. Unit suite 568/568, and test/run_unit_tests.sh passes natively on arm64 (bwtSeed lockstep parity 71/71 and SMEM lockstep parity 32/32, also at jump depths 0, 2, 3 and 12). On an x86-64 build at the AVX2 tier, the bwtSeed and SMEM lockstep parity tests pass at the same depths. x86 compile checks pass at -mavx2 and -mavx512f -mavx512bw.

  • End to end. These runs are byte-identical to main (excluding @PG) on arm64 and on an x86 AVX2 build, with the lockstep driver (the default) and with the scalar driver (BWA3_BWTSEED_LOCKSTEP=0): SE, PE and long-read runs with default options, -d 70, -w 30 and --compat=bwa-mem2, and PE with --ks-dedup=on/off, -k 10, -k 30, -y 1, -y 5 and BWA3_BWTSEED_JUMP=0/12.

  • Timing runs. SAM output was identical to main on every timing run on all three hosts.

Timing

Whole aligner, mem -t 16 on a 5M-pair WGS slice (HG00096, 2x150, hg38), clang 19.1.7, index in shared memory, 6 interleaved reps per build in a seeded shuffled order on the same host. This change was measured on its own against main. Figures are the paired per-rep delta vs main (median, bootstrap 95% CI).

host wall CPU (user)
c7i.4xlarge (Sapphire Rapids, AVX-512BW) −0.62% [−0.65, −0.54] −0.60% [−0.65, −0.49]
c6a.4xlarge (Zen 3, AVX2) −0.86% [−1.61, −0.17] −0.98% [−1.53, −0.21]
c8g.4xlarge (Graviton4, NEON) −0.73% [−1.08, +0.15] −0.78% [−1.17, +0.18]

Start-up included: the first 200k pairs of the same slice, -t 16, with the index loaded from the page cache on every run, 12 interleaved reps:

host wall CPU (user)
c7i.4xlarge (Sapphire Rapids, AVX-512BW) −0.53% [−0.71, −0.18] −0.35% [−0.47, +0.00]
c6a.4xlarge (Zen 3, AVX2) −0.16% [−0.48, +0.32] −0.57% [−1.24, −0.20]
c8g.4xlarge (Graviton4, NEON) +0.00% [−0.61, +0.00] −0.42% [−0.88, −0.07]

The 5M-pair runs show the steady-state gain from the bwtSeed walks the record replaces. A 200k run takes a few seconds, so the timer's 10 ms resolution is 0.3–0.6% of a run and the wall medians sit on that grid; the CPU-time interval there includes zero on c7i only.

Stack

This is the fourth PR of a stacked series that reworks SMEM seeding and SA lookup. It is based on #673 and should be reviewed after it: the record is noted from #670's text compare and #672's jump-table steps, and used next to #673's slot retirement. The next PR in the series drops the cross-slot T1 look-ahead from the seeding drivers.

Split out of #656, thanks to @jmschrei for the original work.

Summary by CodeRabbit

  • New Features
    • Lockstep seed processing can reuse progress from an earlier search pass when settings match, while preserving the order and content of emitted seeds.
    • Seed search now stops at the appropriate read-length boundary.
  • Documentation
    • Added guidance on lockstep and scalar seed-processing behavior, including how to select the scalar option and how output equivalence was checked.

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Walkthrough

The first lockstep SMEM pass now captures eligible BWT-seed walks. The third-pass lockstep driver can emit and resume from matching per-read records. The change also bounds BWT-seed walks at the read-end limit and adds parity tests and documentation.

Changes

Lockstep BWT-seed handoff

Layer / File(s) Summary
Hint contract and pipeline wiring
src/FMI_search.h, src/FMI_search.cpp, src/bwamem.cpp
The search methods accept a per-read first-walk hint. mem_collect_smem initializes a thread-local record cache under the configured lockstep conditions and passes the hint to the first SMEM pass and the third-pass lockstep BWT-seed driver.
SMEM first-walk recording
src/FMI_search.cpp
The first lockstep SMEM round records eligible intervals and resume positions. It resolves pending records when walks stop or exit, then clears the hint for later rounds.
BWT-seed resume and read-end bounds
src/FMI_search.cpp, src/lockstep_width.h, src/smem_dedup.cpp
The lockstep driver uses records when the hint parameters match, emits a recorded seed when its interval is positive, and resumes at the recorded position. The scalar and lockstep drivers bound their outer walks at the read-end limit.
Parity validation and supporting updates
test/bwtseed_lockstep_parity_test.cpp, test/smem_lockstep_parity_test.cpp, test/lockstep_parity_test_util.h, test/Makefile, docs/src/whats-different/equivalence.md
The parity tests cover hinted and unhinted results, parameter mismatches, and recorded-seed cases. Shared test utilities replace duplicated helpers, and the documentation describes the handoff and reported seed-field equivalence.

Estimated code review effort: 4 (Complex) | ~45 minutes

Change: Refactor

Sequence Diagram(s)

sequenceDiagram
  participant mem_collect_smem
  participant getSMEMsAllPosOneThread
  participant getSMEMsOnePosOneThread_lockstep
  participant BsdFirstWalk
  participant bwtSeedStrategyAllPosOneThread_lockstep
  participant bsd_init_slot
  mem_collect_smem->>getSMEMsAllPosOneThread: pass first-walk hint
  getSMEMsAllPosOneThread->>getSMEMsOnePosOneThread_lockstep: pass hint to first SMEM round
  getSMEMsOnePosOneThread_lockstep->>BsdFirstWalk: record interval and resume position
  mem_collect_smem->>bwtSeedStrategyAllPosOneThread_lockstep: pass the same hint
  bwtSeedStrategyAllPosOneThread_lockstep->>bsd_init_slot: initialize slot with validated hint
  bsd_init_slot->>BsdFirstWalk: read recorded seed and resume position
Loading
Merge Risk: Low · up to 1c833

Mergeable with bounded follow-up: name the hosts for the documented parity measurements and consider testing zero-interval resume reuse. No current seed-output regression is established.

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Please resolve all errors before merging. Addressing warnings is optional.

Failed Failed checks: 1 inconclusive

Check name Status Explanation Resolution
Public-Repo Hygiene Inconclusive The diff contains no detected object-store URL, machine-local path, cloud account/instance ID, internal hostname, or private IP. The named inputs in the added documentation are public reference data o… Provide the complete PR description, or rerun the check with untruncated PR metadata, so the body can be scanned for disallowed names, URLs, identifiers, and paths.
Passed Passed checks: 7 passed
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Description Check Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check Passed The title uses the required Conventional Commits format, names the FMI component, and accurately describes reusing the SMEM first walk for the bwtSeed pass. It contains no prohibited tool, host, bucke…
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Equivalence Contract Updated Passed The PR changes output-relevant seeding and record selection in src/FMI_search.cpp, but it also updates docs/src/whats-different/equivalence.md. The documentation records the (rid, m, n, k, s) eq…
Kernel Change Validation Reported Passed The pull request does not modify src/bandedSWA.cpp, src/kswv.cpp, src/ksw.cpp, src/neon_utils.h, or src/simd_compat.h. The reporting requirements do not apply.
Simd Tier Coverage Passed The diff does not change SIMD kernels, tier dispatch, SIMD_WIDTH, or lane-dependent buffers. The changes add scalar BsdFirstWalk metadata and SMEM/bwtSeed control flow in FMI_search.cpp/.h and bwamem.…
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The title uses the required Conventional Commits format, names the FMI component, and accurately describes reusing the SMEM first walk for the bwtSeed pass. It contains no prohibited tool, host, bucket, or filesystem references.

Full details: Equivalence Contract Updated

Explanation

The PR changes output-relevant seeding and record selection in src/FMI_search.cpp, but it also updates docs/src/whats-different/equivalence.md. The documentation records the (rid, m, n, k, s) equivalence contract, the possible stale l field, and parity/SAM verification across lockstep and scalar modes. The PR description also explicitly states byte-identical output and verification.

Full details: Simd Tier Coverage

Explanation

The diff does not change SIMD kernels, tier dispatch, SIMD_WIDTH, or lane-dependent buffers. The changes add scalar BsdFirstWalk metadata and SMEM/bwtSeed control flow in FMI_search.cpp/.h and bwamem.cpp. The added _mm_malloc usage is an existing aligned-allocation API, not an SSE/AVX intrinsic. No SIMD-tier coverage requirement is triggered.

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Actionable comments posted: 2

Nitpick comments: 1
test/bwtseed_lockstep_parity_test.cpp: 1

879-883: Trivial · Functional Correctness · Quick win

Add a textless run of Case 13h.

Case 13h requires a loaded PAC and fails without one. No test runs the BsdFirstWalk hint on a textless index. The --meth seed index is textless (src/FMI_search.cpp:1022-1027). The hint setup in src/bwamem.cpp installs the hint without an s1_text_available() check. The hint records are written on the forward walk regardless of PAC (src/FMI_search.cpp:1697), so this path runs without a PAC and has no test.

Add a second run that reuses the same reads and scalar oracle on an index loaded with load_index(false). Check the recorded-count and canary expectations for that index separately. They were written for the PAC-loaded walk.

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Review comment at @test/bwtseed_lockstep_parity_test.cpp around lines 879 - 883:
Add a textless run of Case 13h using an index loaded with load_index(false),
reusing the same reads and scalar oracle. Check recorded-count and canary
expectations separately for this run rather than reusing expectations from the
PAC-loaded walk.

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Inline comments:
Review comments at @src/bwamem.cpp:
- Line 3048: Update the equivalence documentation for the third-pass lockstep
seeding path that passes bsd_hint, and include the stale l note associated with
this change. Use the call site’s seeding behavior to describe the relevant
equivalence scope.

Review comments at @test/bwtseed_lockstep_parity_test.cpp:
- Around line 1089-1105: Update the canary around
bwtSeedStrategyAllPosOneThread_lockstep to tamper one eligible BsdFirstWalk
record at a time, then compare that record’s read output with the scalar result
and require it to differ. Do not rely on aggregate output parity, which can pass
when another read’s record is ignored.

---

Nitpick comments:
Review comments at @test/bwtseed_lockstep_parity_test.cpp:
- Around line 879-883: Add a textless run of Case 13h using an index loaded with
load_index(false), reusing the same reads and scalar oracle. Check
recorded-count and canary expectations separately for this run rather than
reusing expectations from the PAC-loaded walk.

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Files selected for processing: 9
  • src/FMI_search.cpp
  • src/FMI_search.h
  • src/bwamem.cpp
  • src/lockstep_width.h
  • src/smem_dedup.cpp
  • test/Makefile
  • test/bwtseed_lockstep_parity_test.cpp
  • test/lockstep_parity_test_util.h
  • test/smem_lockstep_parity_test.cpp

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Comment thread src/bwamem.cpp Resolved
Comment thread test/bwtseed_lockstep_parity_test.cpp Resolved
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nh13 force-pushed the perf/fmi-bwtseed-retire branch from 79f8b1b to a7a1383 Compare October 30, 2026 18:06
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nh13 force-pushed the perf/fmi-bwtseed-reuse-first-walk branch from 45897ef to 26d3936 Compare October 30, 2026 18:11
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Addressed in 26d3936:

  • equivalence.md: new section "Third-pass seeding from the first SMEM walk" covering when the hint is used, the (rid, m, n, k, s) contract and the stale l, and the measured runs it was byte-identical on.
  • Canary: now tampers one recorded seed at a time and requires that read's own output to change (44-53 records per run, each checked).
  • Nitpick (textless Case 13h): every hint run now repeats on the index loaded with load_index(false), with its own record-count and canary checks; the test also fails if that index still reports s1_text_available. bwtSeed parity 95/95 at jump depths default, 0, 2, 3 and 12.

Base automatically changed from perf/fmi-bwtseed-retire to perf/fmi-seed-jump-table October 30, 2026 20:11
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Follow-up Comments

Minor follow-up Narrow the canary and header contract to records with s > 0.

1119-1120: Minor · Maintainability & Code Quality · Low value

Narrow the canary and header contract to records with s > 0.

The Case 13h header says a bwtSeed pass that ignores any read's record would fail. The canary does not test records with s == 0. Those records emit no seed, and changing their k cannot change output. A pass that ignores them still matches the scalar oracle, so the stated guarantee is broader than the check. The comment can be narrowed without adding a check.

Suggested comment change
-     * bwtSeed pass that ignored any read's record would fail. Every run repeats
+     * bwtSeed pass that ignored any read's record with s > 0 would fail. Every run repeats
                 * expected, shift k of one recorded seed at a time: that read's
                 * lockstep output must then leave the scalar's, which it can
-                * only do by emitting that read's record. */
+                * only do by emitting that read's record. Records with s = 0 emit
+                * no seed, so this check does not cover them. */

Open the source location

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Review comment at @test/bwtseed_lockstep_parity_test.cpp around lines 1119 -
1120:
Narrow the Case 13h header guarantee to records with s > 0: update its comment
to say that a pass ignoring any such record would fail, and note that records
with s = 0 emit no seed and are not covered by this check. Do not add a check.

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Comment thread docs/src/whats-different/equivalence.md Resolved
Comment thread docs/src/whats-different/equivalence.md Resolved
Comment thread test/bwtseed_lockstep_parity_test.cpp Resolved
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nh13 force-pushed the perf/fmi-seed-jump-table branch from eb06413 to 021eda5 Compare October 30, 2026 22:11
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nh13 force-pushed the perf/fmi-bwtseed-reuse-first-walk branch from 26d3936 to 6d5dc22 Compare October 30, 2026 22:17
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Rebased onto the updated perf/fmi-seed-jump-table (which now carries #673 squashed), so this PR is a single commit again. Review addressed in 6d5dc22:

  • equivalence.md (scalar driver wording): now says that with BWA3_BWTSEED_LOCKSTEP=0 the scalar driver emits the same seeds as before. The bwtseed_x_end loop bound is perf(fmi): retire a bwtSeed read once no later walk can emit #673's change and is in the base now; this PR does not touch the scalar driver.
  • equivalence.md (hosts and tier): the SE/PE/long-read result now names the hosts and data: an Apple M2 Max (arm64, NEON) and an x86-64 AVX2 build under Rosetta 2 on the same machine, clang 21, on a 10.6 Mb reference (E. coli K-12 MG1655 plus a 6 Mb chr22 slice) with 40,000 151 bp pairs and 8,000 long reads. It also separates the options run in all three modes from those run on PE only.
  • Case 13h record identity: each read's recorded state is now checked against whether it starts with ACGT, alongside the total, and the failure names the first read with the wrong state. I checked it by swapping the expectation of an ACGT-first and an N-first read (same total): the test fails on every recording run.
  • Follow-up (canary contract): the header and canary comments now say the check covers records with s > 0, and that records with s = 0 emit no seed. The commit message says the same.

Verification: unit tests 568/568, run_unit_tests.sh passes, bwtSeed parity 95/95, SMEM parity 32/32, seed jump table 37/37, shell lint clean. SAM output (excluding @PG) matched the base in 20 of 20 configurations on arm64, with both the lockstep and the scalar (BWA3_BWTSEED_LOCKSTEP=0) driver.

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nh13 force-pushed the perf/fmi-seed-jump-table branch from 021eda5 to 9e0c7c6 Compare October 30, 2026 22:33
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nh13 force-pushed the perf/fmi-bwtseed-reuse-first-walk branch from 6d5dc22 to 18c6687 Compare October 30, 2026 22:40
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nh13 force-pushed the perf/fmi-seed-jump-table branch from 9e0c7c6 to 17777b1 Compare October 31, 2026 00:59
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nh13 force-pushed the perf/fmi-bwtseed-reuse-first-walk branch from 18c6687 to 2b6fa11 Compare October 31, 2026 01:01
Base automatically changed from perf/fmi-seed-jump-table to main October 31, 2026 02:19
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mem_collect_smem's bwtSeed pass walks every read from x = 0 with the
same forward extension the SMEM pass's first walk on that read already
took: both start at base 0 and step every base, so the bwtSeed walk is
a prefix of the SMEM walk (min_intv 1), which goes on while s >= 1.

Have the SMEM walk record where the bwtSeed walk stops (BsdFirstWalk):
the first step at or past min_len - 1 whose interval falls below
max_intv, or, when the SMEM walk stops first (an N, the read end, or
s = 0), where the bwtSeed walk would end from there. The bwtSeed pass
then emits that seed and starts the read at the recorded x instead of
walking it again. Records are per read (indexed by rid), marked
unrecorded before the SMEM pass's first round, and only written for
walks from base 0 at min_intv 1; a hint whose min_len or max_intv
differs from the bwtSeed call's is ignored. Lockstep drivers only. The
record buffer is per thread, 32 bytes per read of the batch.

A seed taken from a record whose walk ended in the unique-match text
compare carries that walk's last forward-step l, as the SMEM pass's own
text-compare SMEMs already do. Nothing reads l after seeding (SA
lookup uses k and s, the sort keys on rid, m and n, the opt-in dedup
compares rid, m, n, k and s), so the emitted (rid, m, n, k, s) and the
alignments are byte-identical. The driver and record docs say so.

The bwtSeed parity test gains Case 13h: phiX windows (forward and
reverse-complemented, with N's at several places, a substitution,
lengths around the seed length, substitutions and N's around base
min_len - 1, palindromes that drop to s = 0 there without becoming
unique, windows whose first 11 bases repeat in the text, and
non-matching prefixes) at max_intv 1/5/20 and seed lengths 11/20, plus
hints the call must ignore (a different min_len or max_intv, including
one recorded at max_intv 20 and used at 1, where it would emit seeds)
and SMEM passes that must record nothing (min_intv 2, hint max_intv 0).
Each run checks that every read starting with ACGT is recorded and no
other, that the hinted SMEM pass's output equals an unhinted run's in
every field, and that the bwtSeed output matches the scalar driver and
the test's reference walk field by field. l is skipped only for a
read's first seed taken from a record with s = 1 when the call used the
hint. A canary shifts k in one recorded seed (s > 0) at a time and
requires that read's lockstep output to change, so a bwtSeed pass that
ignored any such read's record would fail. Every run repeats on the
index loaded without its pac. The two lockstep parity tests now share their read
encoder, FASTA loader and reverse complement through a test header.

Co-authored-by: Jacob Schreiber <jacob.schreiber@umassmed.edu>
@nh13
nh13 force-pushed the perf/fmi-bwtseed-reuse-first-walk branch from 2b6fa11 to 1c83384 Compare October 31, 2026 03:02
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Follow-up Comments

Nitpick Add a test that detects a regression which ignores s = 0 records.

1120-1124: Trivial · Performance & Scalability · Poor tradeoff

Add a test that detects a regression which ignores s = 0 records.

Records with s = 0 emit no seed, so the canary skips them (test/bwtseed_lockstep_parity_test.cpp:1139-1140). The parity check compares emitted seeds only. If the driver ignores these records and walks from x = 0, every check still passes, because the output matches the scalar output. The lost reuse then shows up only as repeated forward work on those reads.

The suite has no work counter or timing check. Output comparison also cannot observe the resume position for s = 0 records. Detecting this regression needs an observable that depends on that position.

Open the source location

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Review comment at @test/bwtseed_lockstep_parity_test.cpp around lines 1120 -
1124:
Extend the lockstep parity test beyond emitted-seed comparison to observe the
resume position for records with s = 0. Add a regression check that fails when
the driver ignores such a record and resumes from x = 0, using an observable of
forward work or position rather than timing; keep the existing seed-parity
checks intact.

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Reviewing files that changed from the base of the PR and between 26d3936 and 1c83384.

Files selected for processing: 6
  • docs/src/whats-different/equivalence.md
  • src/FMI_search.cpp
  • src/FMI_search.h
  • src/bwamem.cpp
  • test/Makefile
  • test/bwtseed_lockstep_parity_test.cpp

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@nh13
nh13 added this pull request to the merge queue Oct 31, 2026
Merged via the queue into main with commit 3ff7709 Oct 31, 2026
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@nh13
nh13 deleted the perf/fmi-bwtseed-reuse-first-walk branch October 31, 2026 03:47
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