From ba8af017cf1d1782fd085704e8fd535a75c3dc71 Mon Sep 17 00:00:00 2001 From: d33bs Date: Fri, 6 Feb 2026 16:38:36 -0700 Subject: [PATCH 01/10] add dlpack for zero-copy capability with tensors --- .github/workflows/run-tests.yml | 4 +- docs/src/dlpack.md | 94 +++ .../learning_to_fly_with_ome-arrow.ipynb | 177 +++- .../learning_to_fly_with_ome-arrow.py | 35 + docs/src/index.md | 1 + docs/src/python-api.md | 10 + pyproject.toml | 4 + src/ome_arrow/__init__.py | 1 + src/ome_arrow/core.py | 63 +- src/ome_arrow/ingest.py | 54 +- src/ome_arrow/tensor.py | 758 ++++++++++++++++++ tests/test_tensor.py | 249 ++++++ uv.lock | 373 ++++++++- 13 files changed, 1771 insertions(+), 52 deletions(-) create mode 100644 docs/src/dlpack.md create mode 100644 src/ome_arrow/tensor.py create mode 100644 tests/test_tensor.py diff --git a/.github/workflows/run-tests.yml b/.github/workflows/run-tests.yml index 43dd4d3..67a3ae2 100644 --- a/.github/workflows/run-tests.yml +++ b/.github/workflows/run-tests.yml @@ -42,7 +42,7 @@ jobs: python-version: ${{ matrix.python_version }} - name: Install the latest version of uv uses: astral-sh/setup-uv@v7 - - name: Sync dependencies (with viz extra) - run: uv sync --frozen --extra viz + - name: Sync dependencies (with viz + dlpack extras) + run: uv sync --frozen --extra viz --extra dlpack - name: Run pytest run: uv run --frozen pytest diff --git a/docs/src/dlpack.md b/docs/src/dlpack.md new file mode 100644 index 0000000..88d606e --- /dev/null +++ b/docs/src/dlpack.md @@ -0,0 +1,94 @@ +# Exporting OME-Arrow pixel data via DLPack + +OME-Arrow exposes a small tensor view API for pixel data. The returned +`TensorView` can export DLPack capsules for zero-copy interoperability on CPU +and (optionally) GPU. + +Key defaults: + +- 2D views default to `CHW` layout. +- 5D views default to `TZCHW` layout. +- Use `layout="HWC"` (or any TZCHW permutation) to override. + +## PyTorch + +```python +from ome_arrow import OMEArrow + +obj = OMEArrow("example.ome.parquet") +view = obj.tensor_view(t=0, z=0, c=0) + +# DLPack capsule -> torch.Tensor +import torch + +capsule = view.to_dlpack(mode="arrow", device="cpu") +flat = torch.utils.dlpack.from_dlpack(capsule) +tensor = flat.reshape(view.shape) +``` + +## JAX + +```python +from ome_arrow import OMEArrow + +obj = OMEArrow("example.ome.parquet") +view = obj.tensor_view(t=0, z=0, c=0, layout="HWC") + +import jax + +capsule = view.to_dlpack(mode="arrow", device="cpu") +flat = jax.dlpack.from_dlpack(capsule) +arr = flat.reshape(view.shape) +``` + +## Iteration examples + +```python +from ome_arrow import OMEArrow + +obj = OMEArrow("example.ome.parquet") +view = obj.tensor_view() + +# Batch over time (T) dimension. +for cap in view.iter_dlpack(batch_size=2, shuffle=False, mode="numpy"): + batch = np.from_dlpack(cap) + # batch shape: (batch, Z, C, H, W) in TZCHW layout +``` + +```python +from ome_arrow import OMEArrow + +obj = OMEArrow("example.ome.parquet") +view = obj.tensor_view(t=0, z=0) + +# Tile over spatial region. +for cap in view.iter_dlpack(tiles=(256, 256), shuffle=True, seed=123, mode="numpy"): + tile = np.from_dlpack(cap) + # tile shape: (C, H, W) in CHW layout +``` + +## Ownership and lifetime + +`TensorView.to_dlpack()` returns a DLPack-capable object (with `__dlpack__`) +that references the underlying Arrow values buffer in `mode="arrow"`, or a +NumPy buffer in `mode="numpy"`. Keep the `TensorView` (or any NumPy array +returned by `to_numpy`) alive until the consumer finishes using the DLPack +object. + +`mode="arrow"` currently requires a single `(t, z, c)` selection and a full-frame +ROI. Use `mode="numpy"` for batches, crops, or layout reshaping beyond a simple +reshape. + +Zero-copy guarantees depend on the source: Arrow-backed inputs preserve buffers, +while records built from Python lists or NumPy arrays will materialize once into +Arrow buffers. + +## Optional dependencies + +CPU DLPack export uses Arrow buffers by default. For GPU (`device="cuda"`), +`mode="numpy"`, or the convenience wrappers `to_torch()` / `to_jax()`, +install the optional extras: + +``` +pip install "ome-arrow[dlpack]" +``` diff --git a/docs/src/examples/learning_to_fly_with_ome-arrow.ipynb b/docs/src/examples/learning_to_fly_with_ome-arrow.ipynb index f1ff777..b8fe395 100644 --- a/docs/src/examples/learning_to_fly_with_ome-arrow.ipynb +++ b/docs/src/examples/learning_to_fly_with_ome-arrow.ipynb @@ -34,7 +34,7 @@ "2D image, single-channel - shape (T=1, C=1, Z=1, Y=512, X=512)" ], "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -43,7 +43,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -129,7 +129,7 @@ "3D image (z-stack), multi-channel (2 channels) - shape (T=1, C=2, Z=22, Y=128, X=128)" ], "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -138,7 +138,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -160,19 +160,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "383e1f10-b32f-47cb-9906-15dd9947b09a", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ee038f8ceae842e5b6190bcf038c1318", + "model_id": "4ade046dcfe6438c9144745f1651b278", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "Widget(value='