Commit Graph
3 Commits
Author SHA1 Message Date
kemal bf00b0e453 P3: vectorised nearest-neighbour search; task-driven cloud trials
- fit.py: exact and binned nearest-neighbour searches use one distance
  matrix per searched bin (first-minimum rule kept); fit 2.6 s -> 1.4 s
  per GSA sample, still bit-identical to the oracle
- scripts/validate_p3_large.py: refits 1.2.0 and 1.1.2 transforms for
  every vendor GTC and reports ULP distances per field
- cloud trial runs scripts/cloud/tasks/<TASK>.sh (TASK=p3 default;
  p1p2 = previous validation + ingest)
2026-09-27 22:57:03 +01:00
kemal 2622dc5b88 P2 validation: oracle test and large-scale raw X/Y check
- tests/oracle/test_p2_raw_xy.py: IDAT-assembled raw X/Y and controls
  equal the arrays in oracle GTCs
- validate_p1_large.py: phase-P2 comparison against vendor GTCs with
  diagnostics (channel swap, bead-count disagreements)
- cloud trial: also runs `simurg ingest` on all samples (time/memory),
  disk 250 GB
2026-09-27 20:57:42 +01:00
kemal 46e46037cd Add self-destructing AWS trial and large-scale P1 validation script
scripts/cloud/trial.sh launches one spot instance that validates the
parsers on the 1000 Genomes Omni2.5 set (2141 samples, vendor GTCs)
streamed from the public S3 bucket, uploads the summary and terminates
itself. Cost guards: spot price cap, hard time limit (shutdown =
terminate), EXIT-trap shutdown, CloudWatch idle alarm that terminates
from outside, disk deleted with the instance, monthly budget alert, and
an `audit` command listing anything still billable.

scripts/validate_p1_large.py compares every GTC with BeadArrayFiles,
checks byte-identical round-trips, IDAT pairs and BPM/EGT/CSV.
2026-09-27 19:30:27 +01:00