intervals-mining-lab / foapy / 28156769744

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feat: decompose intervals pipeline into chain/tuple/distribution stages (#105)

* feat: extract intervals_chain, intervals_tuple, intervals_distribution from intervals.py (#83 #84 #85)

* style: reformat __init__.py

* Added CLAUDE

* Added speckit

* Added speckit

* Added spec

* Clarify

* Added tasks

* feat: decompose intervals pipeline into chain/tuple/distribution stages

Introduces chain_mode, tuple_mode enums and four new pipeline functions:
intervals_chain, intervals_tuple, intervals_distribution,
is_valid_intervals_chain — all vectorised (no Python loops), with
callable binding(chain) and chain_mode(chain) introspection, foapy.ma
variants, ASV benchmarks, and 107 new tests (442 total, 0 failures).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* refactoring

* Fix intervals_tuple

* Added status

* Commit implementation

* Update spec

* Fix specs

* Depricate intervals and mode (#106)

* Depricate intervals and mode

* Apply suggestions from code review

Co-authored-by: Igor Rodionov  <496956+goruha@users.noreply.github.com>

* Fix docs

* Fix benchmarks

* Update src/foapy/core/_intervals_tuple.py

Co-authored-by: Maximus2012 <107984170+Maximus2012@users.noreply.github.com>

* fix: drop Python 3.9 from CI

---------

Co-authored-by: Maximus2012 <mkochetkov9@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Maximus2012 <107984170+Maximus2012@users.noreply.github.com>

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