ollemartensson commented on PR #560:
URL: https://github.com/apache/arrow-julia/pull/560#issuecomment-3240452958
@kou I have now created three distinct PRs:
1. **C Data Interface** - Zero-copy interoperability (37 tests)
2. **Dense Tensor Support** - `arrow.fixed_shape_tensor` extension (61
tests)
3. **Sparse Tensor Support** - COO, CSR/CSC, CSF formats (113 tests)
Each can be reviewed/merged separately.
### Regarding Licensing and AI-Generated Code
**What has been done for assurance/mitigation:**
1. **Research-Based Foundation**: The architectures and approaches come
from my analysis of Apache Arrow
specifications and existing implementations, not from AI creativity. The
AI served as an implementation tool
following my technical direction.
2. **Standard Algorithms**: The code implements well-established patterns:
- C Data Interface follows the official Arrow ABI specification exactly
- Dense tensors implement the canonical `arrow.fixed_shape_tensor`
extension
- Sparse formats use standard COO, CSR/CSC, CSF algorithms from
academic literature
3. **Transparent Process**: All commits include clear AI assistance
attribution, establishing the research →
AI implementation → review workflow.
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