Scientific Stack Status

NumPy and scientific-stack bring-up status for native extension execution.

This page tracks the public snapshot of scientific-stack compatibility through direct native-extension execution gates.

Base NumPy Gate (2026-02-24 artifact)

Gate	Status
`numpy_import`	PASS
`numpy_ndarray_sum`	PASS
`numpy_numerictypes_core`	PASS

Direct Scientific-Stack Probe Snapshot (2026-02-24 artifact)

Probe	Status
`scipy_import`	PASS
`pandas_import`	FAIL
`pandas_series_sum`	FAIL
`matplotlib_import`	FAIL
`matplotlib_pyplot_smoke`	FAIL

Current Failure Shapes

Pandas direct-mode probes currently fail because pyarrow is not found during pandas._libs.lib initialization.
Matplotlib direct-mode probes currently fail with stack overflow.

Run Gate Probes

Shell

  $ python3 scripts/probe_numpy_gate.py --pyrs target/debug/pyrs --cpython-lib .local/Python-3.14.3/Lib --out perf/numpy_gate_latest.json --timeout 20  $ python3 scripts/probe_numpy_gate.py --pyrs target/debug/pyrs --cpython-lib .local/Python-3.14.3/Lib --include-scientific-stack --probe-local-stack --python-probe-bin .venv-ext314/bin/python --out perf/numpy_gate_direct_latest.json --timeout 30

Canonical Internal Trackers

docs/NUMPY_BRINGUP_GATE.md
docs/EXTENSION_CAPABILITY_MATRIX.md
perf/numpy_gate_direct_latest.json