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Author SHA1 Message Date
ykcheungab b5d7533e24 examples: make StreamPipeline the recommended entry, archive the manual loop
The two canonical examples taught the advanced path: they sequenced
get_img() -> compute_deformation() -> compute_contact() -> read_info() by hand
and unpacked a 13-element tuple positionally, which is what led developers to
reach for the compute backend, the capture queue and the stitch mode. The
managed alternative already existed and was documented nowhere.

Library (add-only, nothing removed):

- FrameSnapshot.image_size_raw carries the capture resolution, so a caller can
  compare it with the processed frame instead of reaching into Sensor.
- StreamPipeline.reset() resets the tracker and force filters *safely*. It is
  queued and applied by the flow stage before its next frame, never inline:
  Sensor.reset rebases initial_img on the current Sensor.img, which the flow
  stage is reading concurrently, so a caller-thread reset would capture a
  half-written reference frame. Idempotent.
- TactileProcessor.pipeline(produce) and FingerRuntime.pipeline() build a
  pipeline without the caller naming a backend concept; the latter is
  `with runtime.pipeline(contact=True) as pipe`.

Examples:

- examples/basic_pipeline.py and examples/finger_pipeline.py rewritten onto
  StreamPipeline + FrameSnapshot: one object, one call per frame, no tuple, and
  no compute backend, queue or stitch setting in sight.
- examples/archive/basic_pipeline_manual.py and _finger_pipeline_manual.py keep
  the previous versions byte-for-byte apart from a supersede header, so code
  copied from them keeps working. The finger header also records the archived
  --show defect (store_true with default=True, so it could never be disabled).
- examples/_display.py holds the shared display helpers, so an example no longer
  hand-rolls depth normalisation and colormap application.
- examples/README.md leads with the recommended pair and documents the manual
  form as still-supported, and states that examples/gui/ is moving to
  orisys-studio.

Tests: three added to tests/test_pipeline.py, covering the reset queue (it must
not run on the caller's thread and must land before the first compute_flow),
image_size_raw, and the None case when a producer reports no size. Verified the
reset test fails when reset() is made inline, so it discriminates.

Verified end-to-end against real media: basic_pipeline on data/sample/s1_480p.mp4
(box) reaches ~113 FPS and exits 0; finger_pipeline on data/dd02-0703/1.mp4
(finger) reaches ~140 FPS with mask coverage 0.41 and exits 0. Both archived
manual versions still run. tests/test_pipeline.py: 20 passed. Full suite:
342 passed, 3 failed - all three failures reproduce on the pristine tree
(import precedence, longrun timing, and a stale ruff version literal in
docs/code-review.md) and are unrelated to this change.
2026-09-30 17:09:02 +08:00