Sparse-checkout from NVIDIA/cccl main branch to complete cccl_upstream: Added: - python/cuda_cccl/ (226 files) — Python bindings for device-level algorithms Critical for muh toolchain: cuda.compute.reduce_into, scan, radix_sort, etc. Includes 204 .py files with full test coverage for all 27 algorithms - ci/ (163 files) — Build/test infrastructure build_cub.sh, test_cub.sh, build_and_test_targets.sh, matrix.yaml Directly maps to our [INFRA-CI] and [INFRA-BUILD] items - .agent/skills/ (7 files) — NVIDIA's own agent skills for CCCL cccl-style/SKILL.md, cccl-test/SKILL.md, sass-diff/SKILL.md - docs/ (491 files) — Official CCCL documentation CI references, CMake guides, Python compute docs, libcudacxx PTX docs - test/ (12 files) — Top-level integration tests (cuda_smoke, stdpar) - Root configs: .clang-format, .clang-tidy, CONTRIBUTING.md, pyproject.toml - CLAUDE.md symlink → AGENTS.md (NVIDIA's standard) cccl_upstream now mirrors full NVIDIA/cccl structure: Before: 42M (cub + thrust + libcudacxx + cudax + c + examples + benchmarks) After: 53M (+python +ci +docs +.agent +test +configs) This completes the CCCL base needed for: - [muh-bench] items: ci/util/build_and_test_targets.sh for targeted builds - [CCCL-verify] items: python/cuda_cccl/tests/ as reference implementations - [CCCL-test] items: ci/test_cub.sh, ci/test_thrust.sh - Agent workflow: .agent/skills/ for consistent style and test patterns
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Common CCCL Test Guidance
Apply this guidance across CCCL tests unless a path-specific test reference says otherwise.
Local Consistency
- Read nearby tests first and mirror their directory layout, file names, helper types, includes, assertion style, and local gating or skip mechanisms.
Coverage
- Cover relevant edge cases.
- Cover relevant input and output types.
- Cover error behavior when applicable.
- Cover runtime and compile-time behavior when applicable.
- Cover device and host behavior when applicable.
Test Structure
- All tests must have the correct license banner.
- Use the local test harness assertions and helpers.
- Use compile-time checks for compile-time guarantees and constexpr coverage when relevant.
- Negative tests should check the intended diagnostic or failure mode when the local harness supports it.
Portability
- Prefer project test macros and helpers for compiler, dialect, exception, host/device, and platform probes instead of spelling ad hoc checks directly.
- If a test is unsupported, expected to fail, disabled, or skipped on a platform, motivate it with a comment.
Validation
- Use targeted test runs for the project and files being changed.