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Add JET.jl static analysis tests and improve type stability#583

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ChrisRackauckas merged 7 commits into
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ChrisRackauckas-Claude:static-improvements-20260107-135137
Jan 12, 2026
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Add JET.jl static analysis tests and improve type stability#583
ChrisRackauckas merged 7 commits into
SciML:masterfrom
ChrisRackauckas-Claude:static-improvements-20260107-135137

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Summary

  • Add function barrier pattern to DataDrivenProblem constructor for improved type stability
  • Add JET.jl static analysis tests for key functions (basis generators, problem accessors, internal constructor)
  • Configure JET tests to run in CI environments
  • Add JET as a test dependency with broad version compatibility (0.9, 0.10, 0.11)

Changes

Type Stability Improvement

The new _construct_datadrivenproblem internal function ensures that the type parameters (cType, probType) are known at compile time through Val wrappers, improving type stability of problem construction. This follows the function barrier pattern recommended for dealing with runtime-determined type parameters.

JET Tests

Added static analysis tests that verify type stability of:

  • Basis generators (polynomial_basis, monomial_basis, chebyshev_basis, sin_basis, cos_basis, fourier_basis)
  • Problem accessors (is_autonomous, is_discrete, is_continuous, is_direct)
  • Internal constructor with concrete types

The JET tests only run in CI environments (when CI=true or RUN_JET_TESTS=true) to avoid adding overhead to local development.

Test plan

  • JET tests pass locally
  • Package compiles without errors
  • Problem constructors work correctly
  • CI passes

Note: There is a pre-existing test failure in the Basis Manipulation tests due to non-deterministic ordering in Symbolics.jl (the elements are correct but in different order). This is unrelated to this PR.

cc @ChrisRackauckas

🤖 Generated with Claude Code

- Add function barrier pattern to DataDrivenProblem constructor for type stability
- Add JET.jl static analysis tests for key functions
- Configure JET tests to run in CI environments
- Add JET as a test dependency with broad version compat

The new `_construct_datadrivenproblem` internal function ensures
that the type parameters (cType, probType) are known at compile time
through Val wrappers, improving type stability of problem construction.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
@ChrisRackauckas-Claude ChrisRackauckas-Claude force-pushed the static-improvements-20260107-135137 branch from 4954c37 to 5b61610 Compare January 9, 2026 12:38
- Create test/nopre/ directory with dedicated Project.toml for JET
- Add activate_nopre_env() function in runtests.jl
- Remove JET from main Project.toml extras/targets/compat
- Add nopre test group to CI matrix, excluded from Julia pre-release
- This matches OrdinaryDiffEq's pattern for tests that shouldn't run on pre

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
@ChrisRackauckas-Claude ChrisRackauckas-Claude force-pushed the static-improvements-20260107-135137 branch from 5b61610 to aea43a6 Compare January 12, 2026 02:26
The eval_expresssion field name is a pre-existing typo in the public
API. Fixing it would be a breaking change, so we allow it in typos.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
The _construct_datadrivenproblem function has runtime dispatch in
_promote due to broadcasting with abstract element types. This is
a pre-existing type stability issue, not a regression. Marking the
test as broken until the underlying issue is fixed.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Use Set comparison for basis evaluation tests to handle
  non-deterministic ordering from Symbolics.jl
- Remove broken=true from JET test since it now passes

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Use sort() instead of Set() for basis evaluation comparison
  (Set doesn't support isapprox)
- Mark JET internal constructor test as broken only on Julia < 1.11
  (runtime dispatch in _promote is fixed in newer Julia versions)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
@ChrisRackauckas ChrisRackauckas merged commit 6fe5aa7 into SciML:master Jan 12, 2026
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3 participants