Add boundary modes to `@stencil`
Add configurable boundary handling modes to `@stencil` for out-of-bounds accesses.
numba-stencil-boundary-modes
Normalized profile
What this task asks for
Add configurable boundary handling modes to `@stencil` for out-of-bounds accesses. Default `cval` is 0. Use `@stencil('wrap')` for a single mode, or `mode=('wrap', 'nearest')` for per-dimension control. For reflect and symmetric modes, if the reflected index is still out of bounds, use `cval` for that access. Invalid mode raises `NumbaValueError`. Mode tuple length must match array dimensions. The `mode` parameter must work alongside existing stencil options: `cval`, `neighborhood`, and `standard_indexing`.
Intent
- feature implementation
- configuration tuning
Work surfaces
- library API
Technology
- Numba
Expected artifacts
- repository patch
What makes it difficult
- multidimensional indexing and boundary-condition semantics
Published evidence
Model × harness outcomes
Counts are tied to these exact configurations. Harnesses are not treated as equivalent across benchmarks.
- Models
- 13
- Configurations
- 41
- Trials
- 164
Showing 41 of 41 configurations
| Model | Harness | Effort | Result | Passes |
|---|---|---|---|---|
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | low | Mixed | 1/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | medium | Mixed | 2/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | high | Mixed | 2/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | xhigh | All passed | 4/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | max | Mixed | 3/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | low | Mixed | 3/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | medium | All passed | 4/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | high | All passed | 4/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | xhigh | Mixed | 3/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | max | All passed | 4/4 |
| claude-sonnet-4-6anthropic | mini-swe-agentpublished configuration | high | Mixed | 1/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | medium | No passes | 0/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | high | Mixed | 1/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | xhigh | Mixed | 2/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | max | Mixed | 3/4 |
| gemini-3-1-pro-previewvertex_ai | mini-swe-agentpublished configuration | high | Mixed | 2/4 |
| gemini-3-5-flashvertex_ai | mini-swe-agentpublished configuration | medium | Mixed | 1/4 |
| glm-5-2zai | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| glm-5-2zai | mini-swe-agentpublished configuration | max | No passes | 0/4 |
| gpt-5-4openai | mini-swe-agentpublished configuration | xhigh | Mixed | 2/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | medium | All passed | 4/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | high | All passed | 4/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | xhigh | Mixed | 3/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | medium | No passes | 0/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | high | All passed | 4/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | xhigh | All passed | 4/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | max | Mixed | 3/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | low | Mixed | 2/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | medium | All passed | 4/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | high | Mixed | 3/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | xhigh | All passed | 4/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | max | All passed | 4/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | low | Mixed | 1/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | medium | Mixed | 2/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | high | Mixed | 3/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | xhigh | All passed | 4/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | max | All passed | 4/4 |
| kimi-k2-7-codeopenrouter | mini-swe-agentpublished configuration | default | Mixed | 2/4 |