From 3ca494d90a4a1d9683c4b5ed3d2788885a2bbee5 Mon Sep 17 00:00:00 2001 From: clemsgrs Date: Fri, 20 Mar 2026 01:30:54 +0000 Subject: [PATCH 1/6] Optimize tar tile extraction with dense region reads --- README.md | 8 +- docs/artifacts.md | 4 + docs/cli.md | 4 +- hs2p/api.py | 153 ++++++++++++++++++- hs2p/sampling.py | 2 + hs2p/wsi/__init__.py | 49 ++++++ tests/test_fixture_artifacts_regression.py | 4 +- tests/test_tile_extraction.py | 166 ++++++++++++++++++++- tests/test_tiling_api.py | 14 ++ 9 files changed, 389 insertions(+), 15 deletions(-) diff --git a/README.md b/README.md index 5d20e57..eea0034 100644 --- a/README.md +++ b/README.md @@ -27,14 +27,14 @@ You can also upload your own pyramidal WSI (up to 1 GB). pip install hs2p ``` -Optional CuCIM install for faster tile tar export when using `tiling.backend="cucim"`: +Optional cuCIM install for faster tile tar export when using `tiling.backend="cucim"`: ```bash pip install cucim-cu12 ``` -Use the CuCIM wheel that matches your CUDA runtime. The base `hs2p` install does not -require CuCIM. +Use the cuCIM wheel that matches your CUDA runtime. The base `hs2p` install does not +require cuCIM. ## Workflows @@ -134,7 +134,7 @@ For a first run, start from [hs2p/configs/default.yaml](hs2p/configs/default.yam Optional: - `save_tiles` - - also write `tiles/{sample_id}.tiles.tar` archives; with `tiling.backend="cucim"` this uses batched CuCIM reads during tar extraction + - also write `tiles/{sample_id}.tiles.tar` archives; with `tiling.backend="cucim"` this uses batched CuCIM reads during tar extraction, and other backends coalesce dense `8x8` / `4x4` regions before slicing them back into tiles Run tiling: diff --git a/docs/artifacts.md b/docs/artifacts.md index 35ab2d8..b645cbe 100644 --- a/docs/artifacts.md +++ b/docs/artifacts.md @@ -45,8 +45,12 @@ Each successful output produces: - Native spacing of the level that was read - `read_tile_size_px` - Tile width and height at the read level before mapping back to level 0 +- `read_step_px` + - Step between neighboring tile origins at the read level - `tile_size_lv0` - Tile width and height expressed in level-0 pixels +- `step_px_lv0` + - Step between neighboring tile origins in level-0 pixels - `overlap` - Requested overlap fraction between neighboring tiles - `tissue_threshold` diff --git a/docs/cli.md b/docs/cli.md index 6144e73..25550e5 100644 --- a/docs/cli.md +++ b/docs/cli.md @@ -136,9 +136,9 @@ When enabled, every candidate tile that passes the tissue mask check is read fro When `save_tiles: true`, HS2P also writes a `tiles/{sample_id}.tiles.tar` archive with JPEG-encoded tile images. -- For non-CuCIM backends, tar extraction uses the existing sequential reader. +- For non-CuCIM backends, tar extraction still uses the `wholeslidedata` reader, but dense `8x8` and `4x4` tile blocks are coalesced into larger contiguous reads before slicing them back into tiles. - For `tiling.backend: cucim`, tar extraction uses a CuCIM batch-read fast path and reuses the per-slide worker count from `speed.num_workers`. -- Installing CuCIM is optional. If `backend: cucim` is selected but CuCIM is not installed, HS2P falls back to the sequential export path and emits a warning. +- Installing CuCIM is optional. If `backend: cucim` is selected but CuCIM is not installed, HS2P falls back to the `wholeslidedata` export path and emits a warning. ## Resume and precomputed artifacts diff --git a/hs2p/api.py b/hs2p/api.py index d7e2c71..afa6a4a 100644 --- a/hs2p/api.py +++ b/hs2p/api.py @@ -98,6 +98,8 @@ class TilingResult: tissue_threshold: float num_tiles: int config_hash: str + read_step_px: int | None = None + step_px_lv0: int | None = None tissue_fraction: np.ndarray | None = None annotation: str | None = None selection_strategy: str | None = None @@ -281,6 +283,8 @@ def _compute_tiling_result( ), ) ), + read_step_px=extraction.read_step_px, + step_px_lv0=extraction.step_px_lv0, selection_strategy=( CoordinateSelectionStrategy.MERGED_DEFAULT_TILING if sampling_spec is not None @@ -424,7 +428,9 @@ def save_tiling_result( "read_level": result.read_level, "read_spacing_um": result.read_spacing_um, "read_tile_size_px": result.read_tile_size_px, + "read_step_px": result.read_step_px, "tile_size_lv0": result.tile_size_lv0, + "step_px_lv0": result.step_px_lv0, "overlap": result.overlap, "tissue_threshold": result.tissue_threshold, "num_tiles": result.num_tiles, @@ -585,6 +591,8 @@ def extract_tiles_to_tar( tissue_threshold=result.tissue_threshold, num_tiles=len(kept), config_hash=result.config_hash, + read_step_px=result.read_step_px, + step_px_lv0=result.step_px_lv0, tissue_fraction=( result.tissue_fraction[kept] if result.tissue_fraction is not None @@ -656,15 +664,138 @@ def _iter_wsd_tile_arrays_for_tar_extraction( import wholeslidedata as wsd wsi = wsd.WholeSlideImage(result.image_path, backend=result.backend) - for i in range(result.num_tiles): - yield wsi.get_patch( - int(result.x[i]), - int(result.y[i]), - int(result.read_tile_size_px), - int(result.read_tile_size_px), + read_step_px = _resolve_read_step_px(result) + step_px_lv0 = _resolve_step_px_lv0(result) + for read_plan in _iter_wsd_read_plans_for_tar_extraction( + result=result, + read_step_px=read_step_px, + step_px_lv0=step_px_lv0, + ): + region = wsi.get_patch( + int(read_plan.x), + int(read_plan.y), + int(read_plan.read_size_px), + int(read_plan.read_size_px), spacing=float(result.read_spacing_um), center=False, ) + region = np.asarray(region) + if read_plan.block_size == 1: + yield region + continue + for x_idx in range(read_plan.block_size): + x0 = x_idx * read_step_px + for y_idx in range(read_plan.block_size): + y0 = y_idx * read_step_px + yield region[ + y0 : y0 + int(result.read_tile_size_px), + x0 : x0 + int(result.read_tile_size_px), + ] + + +@dataclass(frozen=True) +class _WSDTarReadPlan: + x: int + y: int + read_size_px: int + block_size: int + + +def _resolve_read_step_px(result: TilingResult) -> int: + if result.read_step_px is not None: + return int(result.read_step_px) + return max( + 1, + int(round(int(result.read_tile_size_px) * (1.0 - float(result.overlap)), 0)), + ) + + +def _resolve_step_px_lv0(result: TilingResult) -> int: + if result.step_px_lv0 is not None: + return int(result.step_px_lv0) + if result.x.size > 1: + unique_x = np.unique(np.sort(result.x.astype(np.int64, copy=False))) + diffs = np.diff(unique_x) + diffs = diffs[diffs > 0] + if diffs.size > 0: + return int(diffs.min()) + if result.y.size > 1: + unique_y = np.unique(np.sort(result.y.astype(np.int64, copy=False))) + diffs = np.diff(unique_y) + diffs = diffs[diffs > 0] + if diffs.size > 0: + return int(diffs.min()) + return max( + 1, + int(round(int(result.tile_size_lv0) * (1.0 - float(result.overlap)), 0)), + ) + + +def _iter_wsd_read_plans_for_tar_extraction( + *, + result: TilingResult, + read_step_px: int, + step_px_lv0: int, +): + if step_px_lv0 <= 0: + step_px_lv0 = int(result.tile_size_lv0) + coord_to_index = { + (int(x), int(y)): idx + for idx, (x, y) in enumerate( + zip( + result.x.astype(np.int64, copy=False).tolist(), + result.y.astype(np.int64, copy=False).tolist(), + ) + ) + } + consumed = np.zeros(result.num_tiles, dtype=bool) + block_sizes = (8, 4) + tile_size_px = int(result.read_tile_size_px) + + for idx in range(result.num_tiles): + if consumed[idx]: + continue + x0 = int(result.x[idx]) + y0 = int(result.y[idx]) + grouped = False + for block_size in block_sizes: + if result.num_tiles < block_size * block_size: + continue + indices: list[int] = [] + for x_idx in range(block_size): + for y_idx in range(block_size): + coord = ( + x0 + x_idx * step_px_lv0, + y0 + y_idx * step_px_lv0, + ) + match_idx = coord_to_index.get(coord) + if match_idx is None or consumed[match_idx]: + indices = [] + break + indices.append(match_idx) + if not indices or len(indices) < (x_idx + 1) * block_size: + break + if not indices: + continue + for match_idx in indices: + consumed[match_idx] = True + yield _WSDTarReadPlan( + x=x0, + y=y0, + read_size_px=tile_size_px + (block_size - 1) * read_step_px, + block_size=block_size, + ) + grouped = True + break + if grouped: + continue + consumed[idx] = True + yield _WSDTarReadPlan( + x=x0, + y=y0, + read_size_px=tile_size_px, + block_size=1, + ) def _needs_pixel_filtering(filtering: FilterConfig) -> bool: @@ -741,6 +872,16 @@ def load_tiling_result( tissue_threshold=float(meta["tissue_threshold"]), num_tiles=int(meta["num_tiles"]), config_hash=str(meta["config_hash"]), + read_step_px=( + int(meta["read_step_px"]) + if meta.get("read_step_px") is not None + else None + ), + step_px_lv0=( + int(meta["step_px_lv0"]) + if meta.get("step_px_lv0") is not None + else None + ), annotation=( str(meta["annotation"]) if meta.get("annotation") is not None else None ), diff --git a/hs2p/sampling.py b/hs2p/sampling.py index a16ccb7..1f2dab2 100644 --- a/hs2p/sampling.py +++ b/hs2p/sampling.py @@ -178,6 +178,8 @@ def _save_sampling_coordinates( output_mode=output_mode, annotation=annotation, ), + read_step_px=extraction.read_step_px, + step_px_lv0=extraction.step_px_lv0, annotation=annotation, selection_strategy=selection_strategy, output_mode=output_mode, diff --git a/hs2p/wsi/__init__.py b/hs2p/wsi/__init__.py index 8512104..cb24d00 100644 --- a/hs2p/wsi/__init__.py +++ b/hs2p/wsi/__init__.py @@ -73,7 +73,9 @@ class CoordinateExtractionResult: read_level: Pyramid level actually read from the slide. read_spacing_um: Native spacing of the pyramid level that was read. read_tile_size_px: Tile width and height at the read level. + read_step_px: Step between neighboring tiles at the read level. resize_factor: Resize factor between the read level and requested spacing. + step_px_lv0: Step between neighboring tiles in level-0 pixels. tile_size_lv0: Tile width and height expressed in level-0 pixels. """ @@ -84,8 +86,10 @@ class CoordinateExtractionResult: read_level: int read_spacing_um: float read_tile_size_px: int + read_step_px: int | None = None resize_factor: float tile_size_lv0: int + step_px_lv0: int | None = None def __init__( self, @@ -97,8 +101,10 @@ def __init__( read_level: int, read_spacing_um: float, read_tile_size_px: int, + read_step_px: int | None = None, resize_factor: float, tile_size_lv0: int, + step_px_lv0: int | None = None, coordinates: list[tuple[int, int]] | None = None, ): if x is None or y is None: @@ -124,8 +130,10 @@ def __init__( self.read_level = read_level self.read_spacing_um = read_spacing_um self.read_tile_size_px = read_tile_size_px + self.read_step_px = read_step_px self.resize_factor = resize_factor self.tile_size_lv0 = tile_size_lv0 + self.step_px_lv0 = step_px_lv0 @property def coordinates(self) -> list[tuple[int, int]]: @@ -166,6 +174,36 @@ def sort_coordinates_with_tissue(coordinates, tissue_percentages, contour_indice return sorted_coordinates, sorted_tissue_percentages, sorted_contour_indices +def _infer_step_px_lv0_from_coordinates( + x: np.ndarray, + y: np.ndarray, + *, + fallback: int, +) -> int: + positive_diffs: list[np.ndarray] = [] + if x.size > 1: + x_diffs = np.diff(np.unique(np.sort(x))) + x_diffs = x_diffs[x_diffs > 0] + if x_diffs.size > 0: + positive_diffs.append(x_diffs.astype(np.int64, copy=False)) + if y.size > 1: + y_diffs = np.diff(np.unique(np.sort(y))) + y_diffs = y_diffs[y_diffs > 0] + if y_diffs.size > 0: + positive_diffs.append(y_diffs.astype(np.int64, copy=False)) + if not positive_diffs: + return int(fallback) + + inferred = int(min(int(diffs.min()) for diffs in positive_diffs)) + if inferred <= 0: + return int(fallback) + if inferred < fallback: + return inferred + if inferred % fallback == 0: + return int(fallback) + return inferred + + def get_mask_coverage(mask: np.ndarray, val: int): """ Determine the percentage of a mask that is equal to value `val`. @@ -388,6 +426,13 @@ def _extract_coordinate_result_from_wsi( ) x = np.array([x for x, _ in sorted_coordinates], dtype=np.int64) y = np.array([y for _, y in sorted_coordinates], dtype=np.int64) + read_step_px = int(round(read_tile_size_px * (1.0 - tiling_params.overlap), 0)) + fallback_step_px_lv0 = int(round(tile_size_lv0 * (1.0 - tiling_params.overlap), 0)) + step_px_lv0 = _infer_step_px_lv0_from_coordinates( + x, + y, + fallback=fallback_step_px_lv0, + ) return CoordinateExtractionResult( contour_indices=sorted_contour_indices, tissue_percentages=sorted_tissue_percentages, @@ -396,8 +441,10 @@ def _extract_coordinate_result_from_wsi( read_level=tile_level, read_spacing_um=tile_spacing, read_tile_size_px=read_tile_size_px, + read_step_px=read_step_px, resize_factor=resize_factor, tile_size_lv0=tile_size_lv0, + step_px_lv0=step_px_lv0, ) @@ -597,8 +644,10 @@ def execute_coordinate_request( read_level=merged_result.read_level, read_spacing_um=merged_result.read_spacing_um, read_tile_size_px=merged_result.read_tile_size_px, + read_step_px=merged_result.read_step_px, resize_factor=merged_result.resize_factor, tile_size_lv0=merged_result.tile_size_lv0, + step_px_lv0=merged_result.step_px_lv0, ) return UnifiedCoordinateResponse(per_annotation_results=per_annotation_results) diff --git a/tests/test_fixture_artifacts_regression.py b/tests/test_fixture_artifacts_regression.py index 2c1f662..7963039 100644 --- a/tests/test_fixture_artifacts_regression.py +++ b/tests/test_fixture_artifacts_regression.py @@ -113,7 +113,7 @@ def test_generated_tiles_match_checked_in_artifacts(real_fixture_paths, tmp_path for key in generated.files: np.testing.assert_array_equal(generated[key], golden_tiles[key]) - assert set(meta) == set(golden_meta) + assert set(meta) >= set(golden_meta) assert meta["sample_id"] == golden_meta["sample_id"] == "test-wsi" assert ( Path(meta["image_path"]).name @@ -130,7 +130,9 @@ def test_generated_tiles_match_checked_in_artifacts(real_fixture_paths, tmp_path assert meta["target_tile_size_px"] == golden_meta["target_tile_size_px"] assert meta["read_level"] == golden_meta["read_level"] assert meta["read_spacing_um"] == pytest.approx(golden_meta["read_spacing_um"]) + assert meta["read_step_px"] == meta["read_tile_size_px"] assert meta["read_tile_size_px"] == golden_meta["read_tile_size_px"] + assert meta["step_px_lv0"] == meta["tile_size_lv0"] assert meta["tile_size_lv0"] == golden_meta["tile_size_lv0"] assert meta["overlap"] == pytest.approx(golden_meta["overlap"]) assert meta["tissue_threshold"] == pytest.approx(golden_meta["tissue_threshold"]) diff --git a/tests/test_tile_extraction.py b/tests/test_tile_extraction.py index 0ff02ff..c4e412e 100644 --- a/tests/test_tile_extraction.py +++ b/tests/test_tile_extraction.py @@ -1,8 +1,8 @@ """Tests for extract_tiles_to_tar() and the save_tiles pipeline option.""" import io -import types import tarfile +import types from pathlib import Path from unittest.mock import MagicMock, patch @@ -10,7 +10,11 @@ import pytest from PIL import Image -from hs2p.api import TilingResult, extract_tiles_to_tar +from hs2p.api import ( + TilingResult, + _iter_wsd_tile_arrays_for_tar_extraction, + extract_tiles_to_tar, +) from hs2p.configs.models import FilterConfig @@ -18,7 +22,11 @@ def _make_tiling_result( num_tiles: int = 3, tile_size: int = 256, sample_id: str = "slide-1", + *, + step_px: int | None = None, ) -> TilingResult: + if step_px is None: + step_px = tile_size return TilingResult( sample_id=sample_id, image_path=Path("/data/slide-1.svs"), @@ -37,6 +45,8 @@ def _make_tiling_result( tissue_threshold=0.1, num_tiles=num_tiles, config_hash="abc123", + read_step_px=step_px, + step_px_lv0=step_px, ) @@ -47,6 +57,60 @@ def _solid_patch(color: tuple[int, int, int], size: int = 256) -> np.ndarray: return arr +def _make_grid_tiling_result( + *, + columns: int, + rows: int, + tile_size: int, + step_px: int, +) -> TilingResult: + x_coords: list[int] = [] + y_coords: list[int] = [] + for x_idx in range(columns): + for y_idx in range(rows): + x_coords.append(x_idx * step_px) + y_coords.append(y_idx * step_px) + return TilingResult( + sample_id="grid-slide", + image_path=Path("/data/grid-slide.svs"), + mask_path=None, + backend="openslide", + x=np.asarray(x_coords, dtype=np.int64), + y=np.asarray(y_coords, dtype=np.int64), + tile_index=np.arange(columns * rows, dtype=np.int32), + target_spacing_um=0.5, + target_tile_size_px=tile_size, + read_level=0, + read_spacing_um=0.5, + read_tile_size_px=tile_size, + tile_size_lv0=tile_size, + overlap=0.0 if step_px == tile_size else 1.0 - (step_px / tile_size), + tissue_threshold=0.1, + num_tiles=columns * rows, + config_hash="grid-hash", + read_step_px=step_px, + step_px_lv0=step_px, + ) + + +def _make_grouped_region( + *, + block_size: int, + tile_size: int, + step_px: int, +) -> np.ndarray: + region_size = tile_size + (block_size - 1) * step_px + region = np.zeros((region_size, region_size, 3), dtype=np.uint8) + for x_idx in range(block_size): + for y_idx in range(block_size): + tile_index = x_idx * block_size + y_idx + value = tile_index + 1 + y0 = y_idx * step_px + x0 = x_idx * step_px + region[y0 : y0 + tile_size, x0 : x0 + tile_size] = value + return region + + class TestExtractTilesToTar: """Unit tests for extract_tiles_to_tar().""" @@ -299,6 +363,104 @@ def _import_module(name): assert out_result is result mock_wsd.assert_called_once_with(result.image_path, backend="cucim") + def test_wsd_iterator_groups_dense_8x8_grid_into_one_read(self): + result = _make_grid_tiling_result(columns=8, rows=8, tile_size=16, step_px=16) + grouped_region = _make_grouped_region(block_size=8, tile_size=16, step_px=16) + + mock_wsi = MagicMock() + mock_wsi.get_patch.side_effect = [grouped_region] + + with patch("wholeslidedata.WholeSlideImage", return_value=mock_wsi): + tiles = list(_iter_wsd_tile_arrays_for_tar_extraction(result=result)) + + assert len(tiles) == 64 + assert mock_wsi.get_patch.call_count == 1 + mock_wsi.get_patch.assert_called_once_with( + 0, + 0, + 128, + 128, + spacing=0.5, + center=False, + ) + assert int(tiles[0][0, 0, 0]) == 1 + assert int(tiles[1][0, 0, 0]) == 2 + assert int(tiles[8][0, 0, 0]) == 9 + assert int(tiles[-1][0, 0, 0]) == 64 + + def test_wsd_iterator_groups_dense_4x4_grid_into_one_read(self): + result = _make_grid_tiling_result(columns=4, rows=4, tile_size=16, step_px=16) + grouped_region = _make_grouped_region(block_size=4, tile_size=16, step_px=16) + + mock_wsi = MagicMock() + mock_wsi.get_patch.side_effect = [grouped_region] + + with patch("wholeslidedata.WholeSlideImage", return_value=mock_wsi): + tiles = list(_iter_wsd_tile_arrays_for_tar_extraction(result=result)) + + assert len(tiles) == 16 + mock_wsi.get_patch.assert_called_once_with( + 0, + 0, + 64, + 64, + spacing=0.5, + center=False, + ) + assert int(tiles[0][0, 0, 0]) == 1 + assert int(tiles[-1][0, 0, 0]) == 16 + + def test_wsd_iterator_uses_stride_based_group_size_when_tiles_overlap(self): + result = _make_grid_tiling_result(columns=4, rows=4, tile_size=32, step_px=24) + grouped_region = _make_grouped_region(block_size=4, tile_size=32, step_px=24) + + mock_wsi = MagicMock() + mock_wsi.get_patch.side_effect = [grouped_region] + + with patch("wholeslidedata.WholeSlideImage", return_value=mock_wsi): + tiles = list(_iter_wsd_tile_arrays_for_tar_extraction(result=result)) + + assert len(tiles) == 16 + mock_wsi.get_patch.assert_called_once_with( + 0, + 0, + 104, + 104, + spacing=0.5, + center=False, + ) + + def test_wsd_iterator_falls_back_to_single_tile_reads_for_incomplete_4x4_grid(self): + result = _make_grid_tiling_result(columns=4, rows=4, tile_size=16, step_px=16) + keep_mask = np.ones(result.num_tiles, dtype=bool) + keep_mask[-1] = False + result = TilingResult( + **{ + **{ + field.name: getattr(result, field.name) + for field in result.__dataclass_fields__.values() + }, + "x": result.x[keep_mask], + "y": result.y[keep_mask], + "tile_index": np.arange(15, dtype=np.int32), + "num_tiles": 15, + } + ) + + mock_wsi = MagicMock() + mock_wsi.get_patch.side_effect = [ + _solid_patch((idx, idx, idx), size=16) for idx in range(15) + ] + + with patch("wholeslidedata.WholeSlideImage", return_value=mock_wsi): + tiles = list(_iter_wsd_tile_arrays_for_tar_extraction(result=result)) + + assert len(tiles) == 15 + assert mock_wsi.get_patch.call_count == 15 + for call in mock_wsi.get_patch.call_args_list: + args = call.args + assert args[2:] == (16, 16) + class TestNeedsPixelFiltering: def test_no_filtering(self): diff --git a/tests/test_tiling_api.py b/tests/test_tiling_api.py index c3f6f02..3aaef32 100644 --- a/tests/test_tiling_api.py +++ b/tests/test_tiling_api.py @@ -94,6 +94,8 @@ def _fake_extraction() -> CoordinateExtractionResult: read_tile_size_px=448, resize_factor=2.0, tile_size_lv0=448, + read_step_px=448, + step_px_lv0=448, ) @@ -123,6 +125,8 @@ def _build_result( tissue_threshold=0.1, num_tiles=1, config_hash=config_hash, + read_step_px=224, + step_px_lv0=224, ) @@ -324,6 +328,8 @@ def test_save_tiling_result_writes_expected_npz_and_json(tmp_path: Path): tissue_threshold=0.1, num_tiles=2, config_hash="abc123", + read_step_px=224, + step_px_lv0=224, ) artifacts = save_tiling_result(result, output_dir=tmp_path) @@ -357,8 +363,10 @@ def test_save_tiling_result_writes_expected_npz_and_json(tmp_path: Path): "overlap", "read_level", "read_spacing_um", + "read_step_px", "read_tile_size_px", "sample_id", + "step_px_lv0", "target_spacing_um", "target_tile_size_px", "tile_size_lv0", @@ -373,8 +381,10 @@ def test_save_tiling_result_writes_expected_npz_and_json(tmp_path: Path): "target_tile_size_px": 224, "read_level": 0, "read_spacing_um": 0.5, + "read_step_px": 224, "read_tile_size_px": 224, "tile_size_lv0": 224, + "step_px_lv0": 224, "overlap": 0.0, "tissue_threshold": 0.1, "num_tiles": 2, @@ -402,6 +412,8 @@ def test_save_and_load_tiling_result_round_trip(tmp_path: Path): tissue_threshold=0.2, num_tiles=2, config_hash="roundtrip-hash", + read_step_px=202, + step_px_lv0=202, ) artifacts = save_tiling_result(result, output_dir=tmp_path) @@ -413,7 +425,9 @@ def test_save_and_load_tiling_result_round_trip(tmp_path: Path): assert loaded.backend == result.backend assert loaded.read_level == result.read_level assert loaded.read_spacing_um == result.read_spacing_um + assert loaded.read_step_px == result.read_step_px assert loaded.read_tile_size_px == result.read_tile_size_px + assert loaded.step_px_lv0 == result.step_px_lv0 assert loaded.tile_size_lv0 == result.tile_size_lv0 assert loaded.overlap == result.overlap assert loaded.tissue_threshold == result.tissue_threshold From 25c9c7ba33477bf10b4435a66cc1710798636399 Mon Sep 17 00:00:00 2001 From: clemsgrs Date: Fri, 20 Mar 2026 01:42:56 +0000 Subject: [PATCH 2/6] Add tile read strategy benchmark script --- hs2p/benchmarking.py | 123 +++++++ scripts/benchmark_tile_read_strategies.py | 383 ++++++++++++++++++++++ tests/test_benchmarking.py | 139 ++++++++ 3 files changed, 645 insertions(+) create mode 100644 hs2p/benchmarking.py create mode 100644 scripts/benchmark_tile_read_strategies.py create mode 100644 tests/test_benchmarking.py diff --git a/hs2p/benchmarking.py b/hs2p/benchmarking.py new file mode 100644 index 0000000..58340cb --- /dev/null +++ b/hs2p/benchmarking.py @@ -0,0 +1,123 @@ +from __future__ import annotations + +from dataclasses import dataclass +from typing import Iterable + +import numpy as np + +from hs2p.api import ( + TilingResult, + _iter_wsd_read_plans_for_tar_extraction, + _resolve_read_step_px, + _resolve_step_px_lv0, +) + + +@dataclass(frozen=True) +class TileReadPlan: + x: int + y: int + read_size_px: int + block_size: int + + +def build_read_plans( + result: TilingResult, + *, + use_supertiles: bool, +) -> list[TileReadPlan]: + if not use_supertiles: + tile_size_px = int(result.read_tile_size_px) + return [ + TileReadPlan( + x=int(x), + y=int(y), + read_size_px=tile_size_px, + block_size=1, + ) + for x, y in zip( + result.x.astype(np.int64, copy=False).tolist(), + result.y.astype(np.int64, copy=False).tolist(), + ) + ] + + read_step_px = _resolve_read_step_px(result) + step_px_lv0 = _resolve_step_px_lv0(result) + return [ + TileReadPlan( + x=int(plan.x), + y=int(plan.y), + read_size_px=int(plan.read_size_px), + block_size=int(plan.block_size), + ) + for plan in _iter_wsd_read_plans_for_tar_extraction( + result=result, + read_step_px=read_step_px, + step_px_lv0=step_px_lv0, + ) + ] + + +def group_read_plans_by_read_size( + plans: Iterable[TileReadPlan], +) -> dict[int, list[TileReadPlan]]: + grouped: dict[int, list[TileReadPlan]] = {} + for plan in plans: + grouped.setdefault(int(plan.read_size_px), []).append(plan) + return grouped + + +def iter_tiles_from_region( + region: np.ndarray, + plan: TileReadPlan, + *, + tile_size_px: int, + read_step_px: int, +): + region = np.asarray(region) + if plan.block_size == 1: + yield region[:tile_size_px, :tile_size_px] + return + for x_idx in range(plan.block_size): + x0 = x_idx * read_step_px + for y_idx in range(plan.block_size): + y0 = y_idx * read_step_px + yield region[ + y0 : y0 + tile_size_px, + x0 : x0 + tile_size_px, + ] + + +def limit_tiling_result(result: TilingResult, *, max_tiles: int) -> TilingResult: + if max_tiles <= 0 or max_tiles >= result.num_tiles: + return result + kept = slice(0, int(max_tiles)) + return TilingResult( + sample_id=result.sample_id, + image_path=result.image_path, + mask_path=result.mask_path, + backend=result.backend, + x=result.x[kept], + y=result.y[kept], + tile_index=np.arange(int(max_tiles), dtype=np.int32), + target_spacing_um=result.target_spacing_um, + target_tile_size_px=result.target_tile_size_px, + read_level=result.read_level, + read_spacing_um=result.read_spacing_um, + read_tile_size_px=result.read_tile_size_px, + tile_size_lv0=result.tile_size_lv0, + overlap=result.overlap, + tissue_threshold=result.tissue_threshold, + num_tiles=int(max_tiles), + config_hash=result.config_hash, + read_step_px=result.read_step_px, + step_px_lv0=result.step_px_lv0, + tissue_fraction=( + result.tissue_fraction[kept] + if result.tissue_fraction is not None + else None + ), + annotation=result.annotation, + selection_strategy=result.selection_strategy, + output_mode=result.output_mode, + ) diff --git a/scripts/benchmark_tile_read_strategies.py b/scripts/benchmark_tile_read_strategies.py new file mode 100644 index 0000000..e5bd07c --- /dev/null +++ b/scripts/benchmark_tile_read_strategies.py @@ -0,0 +1,383 @@ +#!/usr/bin/env python3 +from __future__ import annotations + +import argparse +import csv +import importlib +import statistics +import sys +import time +from pathlib import Path +from typing import Any + +_REPO_ROOT = Path(__file__).resolve().parents[1] +if str(_REPO_ROOT) not in sys.path: + sys.path.insert(0, str(_REPO_ROOT)) + +import numpy as np + + +MODE_CONFIG = { + "regular_wsd": { + "reader": "wsd", + "use_supertiles": False, + "description": "wholeslidedata tile-by-tile reads", + }, + "supertiles_wsd": { + "reader": "wsd", + "use_supertiles": True, + "description": "wholeslidedata dense 8x8/4x4 supertile reads", + }, + "cucim_batch_regular": { + "reader": "cucim_batch", + "use_supertiles": False, + "description": "CuCIM batched regular tile reads", + }, + "cucim_batch_supertiles": { + "reader": "cucim_batch", + "use_supertiles": True, + "description": "CuCIM batched dense 8x8/4x4 supertile reads", + }, +} + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser( + description=( + "Benchmark tile-read strategies on an existing hs2p tiling artifact." + ), + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--coordinates-npz", + type=Path, + required=True, + help="Path to {sample_id}.coordinates.npz.", + ) + parser.add_argument( + "--coordinates-meta", + type=Path, + required=True, + help="Path to {sample_id}.coordinates.meta.json.", + ) + parser.add_argument( + "--output-dir", + type=Path, + required=True, + help="Directory where benchmark CSV outputs are written.", + ) + parser.add_argument( + "--modes", + nargs="+", + choices=tuple(MODE_CONFIG), + default=list(MODE_CONFIG), + help="Read strategies to benchmark.", + ) + parser.add_argument( + "--repeat", + type=int, + default=3, + help="Number of timed repetitions per mode.", + ) + parser.add_argument( + "--warmup", + type=int, + default=1, + help="Untimed warmup repetitions per mode.", + ) + parser.add_argument( + "--max-tiles", + type=int, + default=0, + help="Use only the first N tiles from the artifact. Set to 0 to use all tiles.", + ) + parser.add_argument( + "--num-workers", + type=int, + default=4, + help="Worker count passed to CuCIM batch reads.", + ) + return parser.parse_args() + + +def write_csv(rows: list[dict[str, Any]], path: Path) -> Path: + path.parent.mkdir(parents=True, exist_ok=True) + if not rows: + raise ValueError(f"No rows available for CSV output: {path}") + fieldnames = list(rows[0].keys()) + with path.open("w", newline="") as handle: + writer = csv.DictWriter(handle, fieldnames=fieldnames) + writer.writeheader() + writer.writerows(rows) + return path + + +def summarize_results(rows: list[dict[str, Any]]) -> list[dict[str, Any]]: + grouped: dict[str, list[dict[str, Any]]] = {} + for row in rows: + grouped.setdefault(str(row["mode"]), []).append(row) + + summary_rows: list[dict[str, Any]] = [] + for mode, mode_rows in grouped.items(): + elapsed = [float(row["elapsed_s"]) for row in mode_rows] + tiles_per_second = [float(row["tiles_per_second"]) for row in mode_rows] + megapixels_per_second = [ + float(row["megapixels_per_second"]) for row in mode_rows + ] + summary_rows.append( + { + "mode": mode, + "description": mode_rows[0]["description"], + "repeat": len(mode_rows), + "tiles": int(mode_rows[0]["tiles"]), + "regions": int(mode_rows[0]["regions"]), + "regions_per_tile": float(mode_rows[0]["regions_per_tile"]), + "mean_elapsed_s": round(statistics.mean(elapsed), 6), + "std_elapsed_s": round( + statistics.pstdev(elapsed) if len(elapsed) > 1 else 0.0, + 6, + ), + "mean_tiles_per_second": round(statistics.mean(tiles_per_second), 2), + "std_tiles_per_second": round( + statistics.pstdev(tiles_per_second) + if len(tiles_per_second) > 1 + else 0.0, + 2, + ), + "mean_megapixels_per_second": round( + statistics.mean(megapixels_per_second), 2 + ), + } + ) + return summary_rows + + +def _touch_tile(tile: np.ndarray) -> int: + arr = np.asarray(tile) + return int(arr[0, 0].sum()) + int(arr[-1, -1].sum()) + + +def _consume_region_tiles( + region: np.ndarray, + *, + block_size: int, + tile_size_px: int, + read_step_px: int, +) -> tuple[int, int]: + from hs2p.benchmarking import TileReadPlan, iter_tiles_from_region + + checksum = 0 + tile_count = 0 + for tile in iter_tiles_from_region( + region, + plan=TileReadPlan(x=0, y=0, read_size_px=int(region.shape[0]), block_size=block_size), + tile_size_px=tile_size_px, + read_step_px=read_step_px, + ): + checksum += _touch_tile(tile) + tile_count += 1 + return checksum, tile_count + + +def benchmark_wsd_mode( + *, + result, + plans, + read_step_px: int, +) -> tuple[float, int, int]: + import wholeslidedata as wsd + + wsi = wsd.WholeSlideImage(result.image_path, backend=result.backend) + tile_size_px = int(result.read_tile_size_px) + checksum = 0 + tile_count = 0 + start = time.perf_counter() + for plan in plans: + region = wsi.get_patch( + int(plan.x), + int(plan.y), + int(plan.read_size_px), + int(plan.read_size_px), + spacing=float(result.read_spacing_um), + center=False, + ) + region_checksum, region_tiles = _consume_region_tiles( + np.asarray(region), + block_size=int(plan.block_size), + tile_size_px=tile_size_px, + read_step_px=read_step_px, + ) + checksum += region_checksum + tile_count += region_tiles + elapsed = time.perf_counter() - start + return elapsed, tile_count, checksum + + +def _require_cucim(): + try: + return importlib.import_module("cucim") + except ModuleNotFoundError as exc: + raise RuntimeError( + "CuCIM is required for the requested benchmark modes but is not installed." + ) from exc + + +def benchmark_cucim_batch_mode( + *, + result, + plans, + read_step_px: int, + num_workers: int, +) -> tuple[float, int, int]: + from hs2p.benchmarking import group_read_plans_by_read_size + + cucim = _require_cucim() + cu_image = cucim.CuImage(str(result.image_path)) + tile_size_px = int(result.read_tile_size_px) + checksum = 0 + tile_count = 0 + start = time.perf_counter() + for read_size_px, size_plans in group_read_plans_by_read_size(plans).items(): + locations = [(int(plan.x), int(plan.y)) for plan in size_plans] + regions = cu_image.read_region( + locations, + (int(read_size_px), int(read_size_px)), + level=int(result.read_level), + num_workers=max(1, int(num_workers)), + ) + for plan, region in zip(size_plans, regions): + region_checksum, region_tiles = _consume_region_tiles( + np.asarray(region), + block_size=int(plan.block_size), + tile_size_px=tile_size_px, + read_step_px=read_step_px, + ) + checksum += region_checksum + tile_count += region_tiles + elapsed = time.perf_counter() - start + return elapsed, tile_count, checksum + + +def run_mode( + *, + mode: str, + result, + repeat_index: int, + read_step_px: int, + num_workers: int, +) -> dict[str, Any]: + from hs2p.benchmarking import build_read_plans + + mode_cfg = MODE_CONFIG[mode] + plans = build_read_plans(result, use_supertiles=mode_cfg["use_supertiles"]) + pixels_read = sum(int(plan.read_size_px) * int(plan.read_size_px) for plan in plans) + + if mode_cfg["reader"] == "wsd": + elapsed, tile_count, checksum = benchmark_wsd_mode( + result=result, + plans=plans, + read_step_px=read_step_px, + ) + elif mode_cfg["reader"] == "cucim_batch": + elapsed, tile_count, checksum = benchmark_cucim_batch_mode( + result=result, + plans=plans, + read_step_px=read_step_px, + num_workers=num_workers, + ) + else: + raise ValueError(f"Unsupported mode: {mode}") + + return { + "sample_id": result.sample_id, + "image_path": str(result.image_path), + "mode": mode, + "description": mode_cfg["description"], + "repeat_index": repeat_index, + "tiles": tile_count, + "regions": len(plans), + "regions_per_tile": round(len(plans) / max(tile_count, 1), 6), + "read_level": int(result.read_level), + "read_tile_size_px": int(result.read_tile_size_px), + "read_step_px": int(read_step_px), + "step_px_lv0": int(result.step_px_lv0 or result.tile_size_lv0), + "elapsed_s": round(elapsed, 6), + "tiles_per_second": round(tile_count / elapsed if elapsed > 0 else 0.0, 2), + "megapixels_read": round(pixels_read / 1_000_000.0, 6), + "megapixels_per_second": round( + (pixels_read / 1_000_000.0) / elapsed if elapsed > 0 else 0.0, + 2, + ), + "checksum": checksum, + "num_workers": int(num_workers), + } + + +def print_result_row(row: dict[str, Any]) -> None: + print( + f"{row['mode']:<24} rep={int(row['repeat_index']) + 1} " + f"tiles={int(row['tiles']):>7,d} regions={int(row['regions']):>7,d} " + f"elapsed={float(row['elapsed_s']):>8.3f}s " + f"throughput={float(row['tiles_per_second']):>10,.0f} tiles/s", + flush=True, + ) + + +def main() -> int: + from hs2p.api import load_tiling_result + from hs2p.benchmarking import limit_tiling_result + + args = parse_args() + result = load_tiling_result(args.coordinates_npz, args.coordinates_meta) + result = limit_tiling_result(result, max_tiles=int(args.max_tiles)) + read_step_px = int(result.read_step_px or result.read_tile_size_px) + args.output_dir.mkdir(parents=True, exist_ok=True) + + total_runs = len(args.modes) * (int(args.warmup) + int(args.repeat)) + run_counter = 0 + + if any(mode.startswith("cucim_") for mode in args.modes): + _require_cucim() + + timed_rows: list[dict[str, Any]] = [] + for mode in args.modes: + for warmup_idx in range(int(args.warmup)): + run_counter += 1 + print( + f"[{run_counter}/{total_runs}] warmup {mode} ({warmup_idx + 1}/{args.warmup})", + flush=True, + ) + run_mode( + mode=mode, + result=result, + repeat_index=warmup_idx, + read_step_px=read_step_px, + num_workers=int(args.num_workers), + ) + for repeat_index in range(int(args.repeat)): + run_counter += 1 + print( + f"[{run_counter}/{total_runs}] timed {mode} ({repeat_index + 1}/{args.repeat})", + flush=True, + ) + row = run_mode( + mode=mode, + result=result, + repeat_index=repeat_index, + read_step_px=read_step_px, + num_workers=int(args.num_workers), + ) + print_result_row(row) + timed_rows.append(row) + + summary_rows = summarize_results(timed_rows) + runs_csv_path = write_csv(timed_rows, args.output_dir / "benchmark_runs.csv") + summary_csv_path = write_csv(summary_rows, args.output_dir / "benchmark_summary.csv") + + print(f"\nWrote {runs_csv_path}", flush=True) + print(f"Wrote {summary_csv_path}", flush=True) + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/tests/test_benchmarking.py b/tests/test_benchmarking.py new file mode 100644 index 0000000..a7224f0 --- /dev/null +++ b/tests/test_benchmarking.py @@ -0,0 +1,139 @@ +from pathlib import Path + +import numpy as np + +from hs2p.api import TilingResult +from hs2p.benchmarking import ( + TileReadPlan, + build_read_plans, + group_read_plans_by_read_size, + iter_tiles_from_region, + limit_tiling_result, +) + + +def _make_grid_result( + *, + columns: int, + rows: int, + tile_size_px: int, + step_px: int | None = None, +) -> TilingResult: + if step_px is None: + step_px = tile_size_px + x_coords: list[int] = [] + y_coords: list[int] = [] + for x_idx in range(columns): + for y_idx in range(rows): + x_coords.append(x_idx * step_px) + y_coords.append(y_idx * step_px) + return TilingResult( + sample_id="bench-slide", + image_path=Path("/tmp/bench-slide.svs"), + mask_path=None, + backend="openslide", + x=np.asarray(x_coords, dtype=np.int64), + y=np.asarray(y_coords, dtype=np.int64), + tile_index=np.arange(columns * rows, dtype=np.int32), + target_spacing_um=0.5, + target_tile_size_px=tile_size_px, + read_level=0, + read_spacing_um=0.5, + read_tile_size_px=tile_size_px, + tile_size_lv0=tile_size_px, + overlap=0.0 if step_px == tile_size_px else 1.0 - (step_px / tile_size_px), + tissue_threshold=0.1, + num_tiles=columns * rows, + config_hash="bench-hash", + read_step_px=step_px, + step_px_lv0=step_px, + ) + + +def _make_grouped_region(*, block_size: int, tile_size_px: int, step_px: int) -> np.ndarray: + region_size = tile_size_px + (block_size - 1) * step_px + region = np.zeros((region_size, region_size, 3), dtype=np.uint8) + for x_idx in range(block_size): + for y_idx in range(block_size): + tile_value = x_idx * block_size + y_idx + 1 + x0 = x_idx * step_px + y0 = y_idx * step_px + region[y0 : y0 + tile_size_px, x0 : x0 + tile_size_px] = tile_value + return region + + +def test_build_read_plans_without_supertiles_uses_one_plan_per_tile(): + result = _make_grid_result(columns=3, rows=1, tile_size_px=32) + + plans = build_read_plans(result, use_supertiles=False) + + assert plans == [ + TileReadPlan(x=0, y=0, read_size_px=32, block_size=1), + TileReadPlan(x=32, y=0, read_size_px=32, block_size=1), + TileReadPlan(x=64, y=0, read_size_px=32, block_size=1), + ] + + +def test_build_read_plans_with_supertiles_prefers_dense_8x8_blocks(): + result = _make_grid_result(columns=8, rows=8, tile_size_px=32) + + plans = build_read_plans(result, use_supertiles=True) + + assert plans == [TileReadPlan(x=0, y=0, read_size_px=256, block_size=8)] + + +def test_build_read_plans_with_supertiles_uses_4x4_when_8x8_is_not_available(): + result = _make_grid_result(columns=4, rows=4, tile_size_px=32) + + plans = build_read_plans(result, use_supertiles=True) + + assert plans == [TileReadPlan(x=0, y=0, read_size_px=128, block_size=4)] + + +def test_group_read_plans_by_read_size_preserves_first_seen_order(): + plans = [ + TileReadPlan(x=0, y=0, read_size_px=256, block_size=8), + TileReadPlan(x=512, y=0, read_size_px=32, block_size=1), + TileReadPlan(x=768, y=0, read_size_px=256, block_size=8), + ] + + grouped = group_read_plans_by_read_size(plans) + + assert list(grouped) == [256, 32] + assert grouped[256] == [plans[0], plans[2]] + assert grouped[32] == [plans[1]] + + +def test_iter_tiles_from_region_slices_in_x_major_order(): + region = _make_grouped_region(block_size=4, tile_size_px=8, step_px=8) + plan = TileReadPlan(x=0, y=0, read_size_px=32, block_size=4) + + tiles = list(iter_tiles_from_region(region, plan, tile_size_px=8, read_step_px=8)) + + assert len(tiles) == 16 + assert int(tiles[0][0, 0, 0]) == 1 + assert int(tiles[1][0, 0, 0]) == 2 + assert int(tiles[4][0, 0, 0]) == 5 + assert int(tiles[-1][0, 0, 0]) == 16 + + +def test_iter_tiles_from_region_uses_stride_for_overlap_reads(): + region = _make_grouped_region(block_size=4, tile_size_px=12, step_px=8) + plan = TileReadPlan(x=0, y=0, read_size_px=36, block_size=4) + + tiles = list(iter_tiles_from_region(region, plan, tile_size_px=12, read_step_px=8)) + + assert len(tiles) == 16 + assert tiles[0].shape == (12, 12, 3) + assert int(tiles[1][0, 0, 0]) == 2 + + +def test_limit_tiling_result_trims_arrays_and_reindexes_tiles(): + result = _make_grid_result(columns=3, rows=2, tile_size_px=16) + + limited = limit_tiling_result(result, max_tiles=4) + + assert limited.num_tiles == 4 + np.testing.assert_array_equal(limited.x, np.array([0, 0, 16, 16], dtype=np.int64)) + np.testing.assert_array_equal(limited.y, np.array([0, 16, 0, 16], dtype=np.int64)) + np.testing.assert_array_equal(limited.tile_index, np.array([0, 1, 2, 3], dtype=np.int32)) From f364bef92fa862706c92ede98c5c386ebbdd909c Mon Sep 17 00:00:00 2001 From: clemsgrs Date: Fri, 20 Mar 2026 10:31:07 +0000 Subject: [PATCH 3/6] enforce stricter CoordinateExtractionResult contract --- hs2p/sampling.py | 3 ++- hs2p/wsi/__init__.py | 16 +++++++----- tests/test_sampling_process_slide.py | 37 ++++++++++++++++++++++++++-- tests/test_tiling_api.py | 8 ++++++ 4 files changed, 55 insertions(+), 9 deletions(-) diff --git a/hs2p/sampling.py b/hs2p/sampling.py index 1f2dab2..d79c70b 100644 --- a/hs2p/sampling.py +++ b/hs2p/sampling.py @@ -32,6 +32,7 @@ import hs2p.progress as progress from hs2p.utils import setup, load_csv from hs2p.wsi import ( + CoordinateExtractionResult, CoordinateSelectionStrategy, UnifiedCoordinateRequest, execute_coordinate_request, @@ -141,7 +142,7 @@ def _save_sampling_coordinates( filter_config: FilterConfig, annotation: str, coordinates: list[tuple[int, int]], - extraction, + extraction: CoordinateExtractionResult, resolved_sampling_spec: ResolvedSamplingSpec, selection_strategy: str | None = None, output_mode: str = CoordinateOutputMode.PER_ANNOTATION, diff --git a/hs2p/wsi/__init__.py b/hs2p/wsi/__init__.py index cb24d00..dc0629a 100644 --- a/hs2p/wsi/__init__.py +++ b/hs2p/wsi/__init__.py @@ -86,10 +86,10 @@ class CoordinateExtractionResult: read_level: int read_spacing_um: float read_tile_size_px: int - read_step_px: int | None = None + read_step_px: int resize_factor: float tile_size_lv0: int - step_px_lv0: int | None = None + step_px_lv0: int def __init__( self, @@ -101,10 +101,10 @@ def __init__( read_level: int, read_spacing_um: float, read_tile_size_px: int, - read_step_px: int | None = None, + read_step_px: int, resize_factor: float, tile_size_lv0: int, - step_px_lv0: int | None = None, + step_px_lv0: int, coordinates: list[tuple[int, int]] | None = None, ): if x is None or y is None: @@ -122,6 +122,10 @@ def __init__( expected_y = np.array([coord[1] for coord in coordinates], dtype=np.int64) if not np.array_equal(x, expected_x) or not np.array_equal(y, expected_y): raise ValueError("coordinates must match the provided x and y arrays") + if int(read_step_px) <= 0: + raise ValueError(f"read_step_px must be > 0, got {read_step_px}") + if int(step_px_lv0) <= 0: + raise ValueError(f"step_px_lv0 must be > 0, got {step_px_lv0}") self.contour_indices = list(contour_indices) self.tissue_percentages = list(tissue_percentages) @@ -130,10 +134,10 @@ def __init__( self.read_level = read_level self.read_spacing_um = read_spacing_um self.read_tile_size_px = read_tile_size_px - self.read_step_px = read_step_px + self.read_step_px = int(read_step_px) self.resize_factor = resize_factor self.tile_size_lv0 = tile_size_lv0 - self.step_px_lv0 = step_px_lv0 + self.step_px_lv0 = int(step_px_lv0) @property def coordinates(self) -> list[tuple[int, int]]: diff --git a/tests/test_sampling_process_slide.py b/tests/test_sampling_process_slide.py index c7af272..9cebb50 100644 --- a/tests/test_sampling_process_slide.py +++ b/tests/test_sampling_process_slide.py @@ -794,11 +794,18 @@ def _fake_save_tiling_result(result, output_dir, tiles_dir=None): color_mapping={"background": None, "tumor": None, "stroma": None}, tissue_percentage={"background": None, "tumor": 0.7, "stroma": 0.2}, ) - extraction = SimpleNamespace( + extraction = sampling_mod.CoordinateExtractionResult( + contour_indices=[], + tissue_percentages=[], + x=np.array([], dtype=np.int64), + y=np.array([], dtype=np.int64), read_level=0, read_spacing_um=0.5, read_tile_size_px=256, + read_step_px=256, + resize_factor=1.0, tile_size_lv0=256, + step_px_lv0=256, ) sampling_mod._save_sampling_coordinates( sample_id="sample-1", @@ -817,6 +824,8 @@ def _fake_save_tiling_result(result, output_dir, tiles_dir=None): result = captured["result"] assert result.tissue_threshold == 0.7 + assert result.read_step_px == 256 + assert result.step_px_lv0 == 256 assert result.config_hash == sampling_mod.compute_effective_config_hash( tiling=tiling_config, segmentation=segmentation_config, @@ -871,11 +880,18 @@ def test_save_sampling_coordinates_writes_sampling_metadata_fields(tmp_path): color_mapping={"background": None, "tumor": None}, tissue_percentage={"background": None, "tumor": 0.7}, ) - extraction = SimpleNamespace( + extraction = sampling_mod.CoordinateExtractionResult( + contour_indices=[], + tissue_percentages=[], + x=np.array([], dtype=np.int64), + y=np.array([], dtype=np.int64), read_level=0, read_spacing_um=0.5, read_tile_size_px=256, + read_step_px=256, + resize_factor=1.0, tile_size_lv0=256, + step_px_lv0=256, ) artifacts = sampling_mod._save_sampling_coordinates( sample_id="sample-1", @@ -896,3 +912,20 @@ def test_save_sampling_coordinates_writes_sampling_metadata_fields(tmp_path): assert meta["annotation"] == "tumor" assert meta["selection_strategy"] == "joint_sampling" assert meta["output_mode"] == "per_annotation" + assert meta["read_step_px"] == 256 + assert meta["step_px_lv0"] == 256 + + +def test_coordinate_extraction_result_requires_stride_metadata(): + with pytest.raises(TypeError): + sampling_mod.CoordinateExtractionResult( + contour_indices=[], + tissue_percentages=[], + x=np.array([], dtype=np.int64), + y=np.array([], dtype=np.int64), + read_level=0, + read_spacing_um=0.5, + read_tile_size_px=256, + resize_factor=1.0, + tile_size_lv0=256, + ) diff --git a/tests/test_tiling_api.py b/tests/test_tiling_api.py index 3aaef32..9e8cfbd 100644 --- a/tests/test_tiling_api.py +++ b/tests/test_tiling_api.py @@ -888,8 +888,10 @@ def _bad_extraction(**kwargs): read_level=1, read_spacing_um=1.0, read_tile_size_px=448, + read_step_px=448, resize_factor=2.0, tile_size_lv0=448, + step_px_lv0=448, ) monkeypatch.setattr("hs2p.api.extract_coordinates", _bad_extraction) @@ -1039,8 +1041,10 @@ def test_tile_slides_omits_tiling_preview_path_when_no_tiles( read_level=0, read_spacing_um=0.5, read_tile_size_px=224, + read_step_px=224, resize_factor=1.0, tile_size_lv0=224, + step_px_lv0=224, ), ) monkeypatch.setattr( @@ -1526,8 +1530,10 @@ def test_coordinate_extraction_result_is_not_tuple_iterable(): read_level=0, read_spacing_um=0.5, read_tile_size_px=224, + read_step_px=224, resize_factor=1.0, tile_size_lv0=224, + step_px_lv0=224, ) with pytest.raises(TypeError, match="not iterable"): @@ -1543,8 +1549,10 @@ def test_coordinate_extraction_result_rebuilds_coordinates_from_x_and_y_arrays() read_level=0, read_spacing_um=0.5, read_tile_size_px=224, + read_step_px=224, resize_factor=1.0, tile_size_lv0=224, + step_px_lv0=224, ) assert result.coordinates == [(10, 20), (30, 40)] From 77ddd9d047ce1c041173e1cac06134342d54be1d Mon Sep 17 00:00:00 2001 From: clemsgrs Date: Fri, 20 Mar 2026 12:13:02 +0000 Subject: [PATCH 4/6] add integration tests to CI + refresh the checked-in gt files to match new stricter format --- .github/workflows/pr-test.yaml | 11 +++- scripts/benchmark_tile_read_strategies.py | 53 +++++++++++++---- tests/fixtures/gt/mask-visu.jpg | Bin 114964 -> 118172 bytes tests/fixtures/gt/slide-visu.jpg | Bin 0 -> 174170 bytes .../gt/test-wsi.coordinates.meta.json | 6 +- tests/fixtures/gt/test-wsi.coordinates.npz | Bin 12020 -> 12020 bytes tests/fixtures/gt/tiling-visu.jpg | Bin 185333 -> 186861 bytes tests/test_benchmarking.py | 55 ++++++++++++++++++ 8 files changed, 111 insertions(+), 14 deletions(-) create mode 100644 tests/fixtures/gt/slide-visu.jpg diff --git a/.github/workflows/pr-test.yaml b/.github/workflows/pr-test.yaml index 28753dc..dc8bca3 100644 --- a/.github/workflows/pr-test.yaml +++ b/.github/workflows/pr-test.yaml @@ -55,7 +55,7 @@ jobs: cache-from: type=gha cache-to: type=gha,mode=max - - name: Run revamped tests in container + - name: Run default fast tests in container run: | set -euo pipefail docker run --rm \ @@ -63,3 +63,12 @@ jobs: -w /workspace \ hs2p:${{ github.sha }} \ bash -lc "python -m pip install --no-cache-dir pytest pytest-cov && MPLCONFIGDIR=/tmp/mpl python -m pytest -q tests" + + - name: Run fixture integration regressions in container + run: | + set -euo pipefail + docker run --rm \ + -v "$GITHUB_WORKSPACE:/workspace" \ + -w /workspace \ + hs2p:${{ github.sha }} \ + bash -lc "python -m pip install --no-cache-dir pytest pytest-cov && MPLCONFIGDIR=/tmp/mpl python -m pytest -q -m integration tests/test_fixture_artifacts_regression.py tests/test_real_fixture_smoke_regression.py" diff --git a/scripts/benchmark_tile_read_strategies.py b/scripts/benchmark_tile_read_strategies.py index e5bd07c..2815a09 100644 --- a/scripts/benchmark_tile_read_strategies.py +++ b/scripts/benchmark_tile_read_strategies.py @@ -44,21 +44,15 @@ def parse_args() -> argparse.Namespace: parser = argparse.ArgumentParser( description=( - "Benchmark tile-read strategies on an existing hs2p tiling artifact." + "Benchmark tile-read strategies from a fresh tiling result generated from an hs2p config file." ), formatter_class=argparse.ArgumentDefaultsHelpFormatter, ) parser.add_argument( - "--coordinates-npz", + "--config-file", type=Path, required=True, - help="Path to {sample_id}.coordinates.npz.", - ) - parser.add_argument( - "--coordinates-meta", - type=Path, - required=True, - help="Path to {sample_id}.coordinates.meta.json.", + help="Path to an hs2p config file whose CSV contains exactly one slide.", ) parser.add_argument( "--output-dir", @@ -323,14 +317,49 @@ def print_result_row(row: dict[str, Any]) -> None: ) +def load_single_slide_result_from_config( + *, + config_file: Path, + num_workers: int, +): + from hs2p.api import tile_slide + from hs2p.configs.resolvers import ( + resolve_filter_config, + resolve_segmentation_config, + resolve_tiling_config, + ) + from hs2p.utils import load_csv + from hs2p.utils.config import get_cfg_from_file + + cfg = get_cfg_from_file(config_file) + whole_slides = load_csv(cfg) + if len(whole_slides) != 1: + raise ValueError( + f"Benchmark config must resolve to exactly one slide, got {len(whole_slides)}" + ) + tiling = resolve_tiling_config(cfg) + segmentation = resolve_segmentation_config(cfg) + filtering = resolve_filter_config(cfg) + result = tile_slide( + whole_slide=whole_slides[0], + tiling=tiling, + segmentation=segmentation, + filtering=filtering, + num_workers=int(num_workers), + ) + return result + + def main() -> int: - from hs2p.api import load_tiling_result from hs2p.benchmarking import limit_tiling_result args = parse_args() - result = load_tiling_result(args.coordinates_npz, args.coordinates_meta) + result = load_single_slide_result_from_config( + config_file=args.config_file, + num_workers=int(args.num_workers), + ) result = limit_tiling_result(result, max_tiles=int(args.max_tiles)) - read_step_px = int(result.read_step_px or result.read_tile_size_px) + read_step_px = int(result.read_step_px) args.output_dir.mkdir(parents=True, exist_ok=True) total_runs = len(args.modes) * (int(args.warmup) + int(args.repeat)) diff --git a/tests/fixtures/gt/mask-visu.jpg b/tests/fixtures/gt/mask-visu.jpg index 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zr5ura4&3^)o`d;yM^_^c)xhUE$MjN!lhY@VpBQ`fFer1D(6TGxWi)y<9Qj9An2d*4 zKKKbWWWM+TAy3s>#jek%wPgqB9IE|aUpxnhJaXBml*!AdXMfPI;axkz?+ct18Hav- z1>tKq&>L~XJEgHd$f;Kh>HiIJi(PRl{a_v>dk*}cCu0B`Z+`-Nlb{rBP2^0iFeDsU zJ_lyGhLl$BL7CQm;yJ)$=*u}MTx0al>_SL7y2@=%h~$! QBkGCIMo0@`;Q5dL0vG>db^rhX diff --git a/tests/test_benchmarking.py b/tests/test_benchmarking.py index a7224f0..6a7a294 100644 --- a/tests/test_benchmarking.py +++ b/tests/test_benchmarking.py @@ -1,3 +1,4 @@ +import importlib.util from pathlib import Path import numpy as np @@ -62,6 +63,22 @@ def _make_grouped_region(*, block_size: int, tile_size_px: int, step_px: int) -> return region +def _load_benchmark_script_module(): + script_path = ( + Path(__file__).resolve().parents[1] + / "scripts" + / "benchmark_tile_read_strategies.py" + ) + spec = importlib.util.spec_from_file_location( + "benchmark_tile_read_strategies_script", + script_path, + ) + assert spec is not None and spec.loader is not None + module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(module) + return module + + def test_build_read_plans_without_supertiles_uses_one_plan_per_tile(): result = _make_grid_result(columns=3, rows=1, tile_size_px=32) @@ -137,3 +154,41 @@ def test_limit_tiling_result_trims_arrays_and_reindexes_tiles(): np.testing.assert_array_equal(limited.x, np.array([0, 0, 16, 16], dtype=np.int64)) np.testing.assert_array_equal(limited.y, np.array([0, 16, 0, 16], dtype=np.int64)) np.testing.assert_array_equal(limited.tile_index, np.array([0, 1, 2, 3], dtype=np.int32)) + + +def test_load_single_slide_result_from_config_builds_fresh_tiling_result(tmp_path: Path): + module = _load_benchmark_script_module() + fixture_dir = Path(__file__).resolve().parent / "fixtures" / "input" + csv_path = tmp_path / "slides.csv" + csv_path.write_text( + "sample_id,image_path,mask_path\n" + f"test-wsi,{fixture_dir / 'test-wsi.tif'},{fixture_dir / 'test-mask.tif'}\n" + ) + config_path = tmp_path / "config.yaml" + config_path.write_text( + f"csv: {csv_path}\n" + f"output_dir: {tmp_path / 'output'}\n" + "save_previews: false\n" + "save_tiles: false\n" + "resume: false\n" + "tiling:\n" + " backend: asap\n" + " params:\n" + " target_spacing_um: 0.5\n" + " target_tile_size_px: 224\n" + " tolerance: 0.05\n" + " overlap: 0.0\n" + " tissue_threshold: 0.1\n" + " drop_holes: false\n" + " use_padding: true\n" + ) + + result = module.load_single_slide_result_from_config( + config_file=config_path, + num_workers=1, + ) + + assert result.sample_id == "test-wsi" + assert result.read_step_px > 0 + assert result.step_px_lv0 > 0 + assert result.num_tiles > 0 From 936d7adaf548f3a46619a23bb1d27995fdffc00d Mon Sep 17 00:00:00 2001 From: clemsgrs Date: Fri, 20 Mar 2026 16:54:35 +0000 Subject: [PATCH 5/6] fix super tile implementation bug --- hs2p/progress.py | 5 +- hs2p/wsi/__init__.py | 89 +-- scripts/benchmark_tile_read_strategies.py | 273 +++++++-- scripts/benchmark_tiling_cli.py | 716 ++++++++++++++++++++++ tests/fixtures/gt/mask-visu.jpg | Bin 118172 -> 116558 bytes tests/test_benchmarking.py | 78 +++ tests/test_mocked_multires_tiling.py | 94 +++ tests/test_overlay_semantics.py | 39 ++ tests/test_progress.py | 116 ++++ 9 files changed, 1328 insertions(+), 82 deletions(-) create mode 100644 scripts/benchmark_tiling_cli.py diff --git a/hs2p/progress.py b/hs2p/progress.py index 5efb3d2..8cd9622 100644 --- a/hs2p/progress.py +++ b/hs2p/progress.py @@ -155,9 +155,8 @@ def emit(self, event: ProgressEvent) -> None: ("Slides", str(payload["total"])), ("Completed", str(payload["completed"])), ("Failed", str(payload["failed"])), - ("Zero-tile successes", str(payload["zero_tile_successes"])), - ("Tiles", str(payload["discovered_tiles"])), - ("Process list", payload["process_list_path"]), + ("Zero-tile", str(payload["zero_tile_successes"])), + ("Total tiles", str(payload["discovered_tiles"])), ], ) return diff --git a/hs2p/wsi/__init__.py b/hs2p/wsi/__init__.py index dc0629a..aea32be 100644 --- a/hs2p/wsi/__init__.py +++ b/hs2p/wsi/__init__.py @@ -178,34 +178,23 @@ def sort_coordinates_with_tissue(coordinates, tissue_percentages, contour_indice return sorted_coordinates, sorted_tissue_percentages, sorted_contour_indices -def _infer_step_px_lv0_from_coordinates( - x: np.ndarray, - y: np.ndarray, +def _compute_stride_metadata_from_geometry( *, - fallback: int, -) -> int: - positive_diffs: list[np.ndarray] = [] - if x.size > 1: - x_diffs = np.diff(np.unique(np.sort(x))) - x_diffs = x_diffs[x_diffs > 0] - if x_diffs.size > 0: - positive_diffs.append(x_diffs.astype(np.int64, copy=False)) - if y.size > 1: - y_diffs = np.diff(np.unique(np.sort(y))) - y_diffs = y_diffs[y_diffs > 0] - if y_diffs.size > 0: - positive_diffs.append(y_diffs.astype(np.int64, copy=False)) - if not positive_diffs: - return int(fallback) - - inferred = int(min(int(diffs.min()) for diffs in positive_diffs)) - if inferred <= 0: - return int(fallback) - if inferred < fallback: - return inferred - if inferred % fallback == 0: - return int(fallback) - return inferred + tiling_params: TilingConfig, + read_tile_size_px: int, + tile_level: int, + level_downsamples: list[tuple[float, float]], +) -> tuple[int, int]: + read_step_px = max(1, int(read_tile_size_px * (1.0 - tiling_params.overlap))) + tile_downsample = level_downsamples[tile_level] + step_x_lv0 = int(round(read_step_px * tile_downsample[0], 0)) + step_y_lv0 = int(round(read_step_px * tile_downsample[1], 0)) + if step_x_lv0 != step_y_lv0: + raise ValueError( + "anisotropic level-0 step is not supported for scalar step_px_lv0 metadata: " + f"x={step_x_lv0}, y={step_y_lv0}" + ) + return read_step_px, step_x_lv0 def get_mask_coverage(mask: np.ndarray, val: int): @@ -303,6 +292,25 @@ def _read_aligned_mask( ) +def _pad_array_to_shape( + arr: np.ndarray, *, target_width: int, target_height: int +) -> np.ndarray: + """Pad an array on the bottom and right without resampling its contents.""" + if arr.shape[1] == target_width and arr.shape[0] == target_height: + return arr + if arr.shape[1] > target_width or arr.shape[0] > target_height: + raise ValueError( + "Cannot pad an array to a smaller shape; expected the target canvas to be at least as large as the source" + ) + if arr.ndim == 2: + padded = np.zeros((target_height, target_width), dtype=arr.dtype) + padded[: arr.shape[0], : arr.shape[1]] = arr + return padded + padded = np.zeros((target_height, target_width, arr.shape[2]), dtype=arr.dtype) + padded[: arr.shape[0], : arr.shape[1], :] = arr + return padded + + def _extract_padded_crop( arr: np.ndarray, *, @@ -430,12 +438,11 @@ def _extract_coordinate_result_from_wsi( ) x = np.array([x for x, _ in sorted_coordinates], dtype=np.int64) y = np.array([y for _, y in sorted_coordinates], dtype=np.int64) - read_step_px = int(round(read_tile_size_px * (1.0 - tiling_params.overlap), 0)) - fallback_step_px_lv0 = int(round(tile_size_lv0 * (1.0 - tiling_params.overlap), 0)) - step_px_lv0 = _infer_step_px_lv0_from_coordinates( - x, - y, - fallback=fallback_step_px_lv0, + read_step_px, step_px_lv0 = _compute_stride_metadata_from_geometry( + tiling_params=tiling_params, + read_tile_size_px=read_tile_size_px, + tile_level=tile_level, + level_downsamples=wsi.level_downsamples, ) return CoordinateExtractionResult( contour_indices=sorted_contour_indices, @@ -862,6 +869,7 @@ def overlay_mask_on_slide( vis_level = wsi_object.get_best_level_for_downsample_custom(downsample) wsi_arr = wsi_object.get_slide(vis_level) height, width, _ = wsi_arr.shape + base_width, base_height = width, height wsi = Image.fromarray(wsi_arr).convert("RGBA") if tile_size_lv0 is not None: @@ -895,11 +903,11 @@ def overlay_mask_on_slide( scale = mask_width / width mask_arr = mask_object.get_slide(spacing=mask_spacing) - mask_arr = mask_arr[:, :, 0] - mask_height, mask_width = mask_arr.shape + if mask_arr.ndim == 3: + mask_arr = mask_arr[:, :, 0] mask_arr = cv2.resize( mask_arr.astype(np.uint8), - (int(round(mask_width / scale, 0)), int(round(mask_height / scale, 0))), + (base_width, base_height), interpolation=cv2.INTER_NEAREST, ) elif mask_arr is not None: @@ -907,7 +915,7 @@ def overlay_mask_on_slide( mask_arr = mask_arr[:, :, 0] mask_arr = cv2.resize( mask_arr.astype(np.uint8), - (width, height), + (base_width, base_height), interpolation=cv2.INTER_NEAREST, ) else: @@ -915,6 +923,13 @@ def overlay_mask_on_slide( "Provide annotation_mask_path or mask_arr to overlay_mask_on_slide()" ) + if tile_size_lv0 is not None and (width != base_width or height != base_height): + mask_arr = _pad_array_to_shape( + mask_arr, + target_width=width, + target_height=height, + ) + mask = Image.fromarray(mask_arr) alpha_content = _build_overlay_alpha( diff --git a/scripts/benchmark_tile_read_strategies.py b/scripts/benchmark_tile_read_strategies.py index 2815a09..9542fbd 100644 --- a/scripts/benchmark_tile_read_strategies.py +++ b/scripts/benchmark_tile_read_strategies.py @@ -8,13 +8,23 @@ import sys import time from pathlib import Path -from typing import Any +from typing import Any, Callable _REPO_ROOT = Path(__file__).resolve().parents[1] if str(_REPO_ROOT) not in sys.path: sys.path.insert(0, str(_REPO_ROOT)) import numpy as np +from rich.console import Console +from rich.progress import ( + BarColumn, + MofNCompleteColumn, + Progress, + SpinnerColumn, + TextColumn, + TimeElapsedColumn, + TimeRemainingColumn, +) MODE_CONFIG = { @@ -40,6 +50,8 @@ }, } +ProgressCallback = Callable[[int, int], None] + def parse_args() -> argparse.Namespace: parser = argparse.ArgumentParser( @@ -173,11 +185,166 @@ def _consume_region_tiles( return checksum, tile_count +class BenchmarkProgressReporter: + def __init__( + self, + *, + total_runs: int, + console: Console | None = None, + force_rich: bool | None = None, + plain_update_interval_s: float = 2.0, + ) -> None: + self.total_runs = max(1, int(total_runs)) + self.console = console or Console() + self.use_rich = self.console.is_terminal if force_rich is None else force_rich + self.plain_update_interval_s = max(0.1, float(plain_update_interval_s)) + self._progress: Progress | None = None + self._overall_task_id: int | None = None + self._run_task_id: int | None = None + self._active_total_regions = 0 + self._active_total_tiles = 0 + self._active_completed_regions = 0 + self._active_completed_tiles = 0 + self._last_plain_update = 0.0 + + def __enter__(self) -> "BenchmarkProgressReporter": + if self.use_rich: + self._progress = Progress( + SpinnerColumn(), + TextColumn("[bold]{task.description}"), + BarColumn(bar_width=None), + MofNCompleteColumn(), + TextColumn("tiles {task.fields[tiles_status]}"), + TimeElapsedColumn(), + TimeRemainingColumn(), + console=self.console, + transient=False, + expand=True, + ) + self._progress.start() + self._overall_task_id = self._progress.add_task( + "[cyan]All benchmark runs", + total=self.total_runs, + tiles_status="", + ) + return self + + def __exit__(self, exc_type, exc, exc_tb) -> None: + if self._progress is not None: + self._progress.stop() + + def print_banner(self, *, result, modes: list[str], repeat: int, warmup: int) -> None: + self.console.print( + ( + f"[bold]Benchmarking[/bold] sample={result.sample_id} " + f"tiles={int(result.num_tiles):,} read_tile={int(result.read_tile_size_px)}px " + f"modes={', '.join(modes)} repeat={int(repeat)} warmup={int(warmup)}" + ), + highlight=False, + ) + + def start_run( + self, + *, + run_counter: int, + phase: str, + mode: str, + iteration_index: int, + iteration_total: int, + total_regions: int, + total_tiles: int, + ) -> None: + self._active_total_regions = max(1, int(total_regions)) + self._active_total_tiles = max(1, int(total_tiles)) + self._active_completed_regions = 0 + self._active_completed_tiles = 0 + self._last_plain_update = 0.0 + description = ( + f"[green]{run_counter}/{self.total_runs}[/green] " + f"{phase} {mode} ({int(iteration_index) + 1}/{int(iteration_total)})" + ) + if self._progress is not None and self._overall_task_id is not None: + if self._run_task_id is not None: + self._progress.remove_task(self._run_task_id) + self._progress.update( + self._overall_task_id, + description=f"[cyan]All benchmark runs ({run_counter}/{self.total_runs})", + ) + self._run_task_id = self._progress.add_task( + description, + total=self._active_total_regions, + completed=0, + tiles_status=f"0/{self._active_total_tiles:,}", + ) + self._progress.refresh() + return + self.console.print( + ( + f"[{run_counter}/{self.total_runs}] {phase} {mode} " + f"({int(iteration_index) + 1}/{int(iteration_total)}) " + f"regions=0/{self._active_total_regions:,} " + f"tiles=0/{self._active_total_tiles:,}" + ), + highlight=False, + ) + + def advance(self, regions: int, tiles: int) -> None: + self._active_completed_regions += int(regions) + self._active_completed_tiles += int(tiles) + tiles_status = f"{self._active_completed_tiles:,}/{self._active_total_tiles:,}" + if self._progress is not None and self._run_task_id is not None: + self._progress.update( + self._run_task_id, + advance=int(regions), + tiles_status=tiles_status, + ) + return + now = time.monotonic() + if ( + self._last_plain_update == 0.0 + or now - self._last_plain_update >= self.plain_update_interval_s + or self._active_completed_regions >= self._active_total_regions + ): + self.console.print( + ( + f" progress regions={self._active_completed_regions:,}/" + f"{self._active_total_regions:,} " + f"tiles={tiles_status}" + ), + highlight=False, + ) + self._last_plain_update = now + + def finish_run(self) -> None: + if self._progress is not None and self._overall_task_id is not None: + if self._run_task_id is not None: + self._progress.update( + self._run_task_id, + completed=self._active_total_regions, + tiles_status=( + f"{self._active_total_tiles:,}/{self._active_total_tiles:,}" + ), + ) + self._progress.advance(self._overall_task_id, 1) + + def print_result_row(self, row: dict[str, Any]) -> None: + self.console.print( + ( + f"{row['mode']:<24} rep={int(row['repeat_index']) + 1} " + f"tiles={int(row['tiles']):>7,d} regions={int(row['regions']):>7,d} " + f"elapsed={float(row['elapsed_s']):>8.3f}s " + f"throughput={float(row['tiles_per_second']):>10,.0f} tiles/s" + ), + highlight=False, + ) + + def benchmark_wsd_mode( *, result, plans, read_step_px: int, + progress_callback: ProgressCallback | None = None, ) -> tuple[float, int, int]: import wholeslidedata as wsd @@ -203,6 +370,8 @@ def benchmark_wsd_mode( ) checksum += region_checksum tile_count += region_tiles + if progress_callback is not None: + progress_callback(1, region_tiles) elapsed = time.perf_counter() - start return elapsed, tile_count, checksum @@ -222,6 +391,7 @@ def benchmark_cucim_batch_mode( plans, read_step_px: int, num_workers: int, + progress_callback: ProgressCallback | None = None, ) -> tuple[float, int, int]: from hs2p.benchmarking import group_read_plans_by_read_size @@ -248,6 +418,8 @@ def benchmark_cucim_batch_mode( ) checksum += region_checksum tile_count += region_tiles + if progress_callback is not None: + progress_callback(1, region_tiles) elapsed = time.perf_counter() - start return elapsed, tile_count, checksum @@ -259,6 +431,7 @@ def run_mode( repeat_index: int, read_step_px: int, num_workers: int, + progress_callback: ProgressCallback | None = None, ) -> dict[str, Any]: from hs2p.benchmarking import build_read_plans @@ -271,6 +444,7 @@ def run_mode( result=result, plans=plans, read_step_px=read_step_px, + progress_callback=progress_callback, ) elif mode_cfg["reader"] == "cucim_batch": elapsed, tile_count, checksum = benchmark_cucim_batch_mode( @@ -278,6 +452,7 @@ def run_mode( plans=plans, read_step_px=read_step_px, num_workers=num_workers, + progress_callback=progress_callback, ) else: raise ValueError(f"Unsupported mode: {mode}") @@ -307,16 +482,6 @@ def run_mode( } -def print_result_row(row: dict[str, Any]) -> None: - print( - f"{row['mode']:<24} rep={int(row['repeat_index']) + 1} " - f"tiles={int(row['tiles']):>7,d} regions={int(row['regions']):>7,d} " - f"elapsed={float(row['elapsed_s']):>8.3f}s " - f"throughput={float(row['tiles_per_second']):>10,.0f} tiles/s", - flush=True, - ) - - def load_single_slide_result_from_config( *, config_file: Path, @@ -351,7 +516,7 @@ def load_single_slide_result_from_config( def main() -> int: - from hs2p.benchmarking import limit_tiling_result + from hs2p.benchmarking import build_read_plans, limit_tiling_result args = parse_args() result = load_single_slide_result_from_config( @@ -363,41 +528,65 @@ def main() -> int: args.output_dir.mkdir(parents=True, exist_ok=True) total_runs = len(args.modes) * (int(args.warmup) + int(args.repeat)) - run_counter = 0 if any(mode.startswith("cucim_") for mode in args.modes): _require_cucim() timed_rows: list[dict[str, Any]] = [] - for mode in args.modes: - for warmup_idx in range(int(args.warmup)): - run_counter += 1 - print( - f"[{run_counter}/{total_runs}] warmup {mode} ({warmup_idx + 1}/{args.warmup})", - flush=True, - ) - run_mode( - mode=mode, - result=result, - repeat_index=warmup_idx, - read_step_px=read_step_px, - num_workers=int(args.num_workers), - ) - for repeat_index in range(int(args.repeat)): - run_counter += 1 - print( - f"[{run_counter}/{total_runs}] timed {mode} ({repeat_index + 1}/{args.repeat})", - flush=True, - ) - row = run_mode( - mode=mode, - result=result, - repeat_index=repeat_index, - read_step_px=read_step_px, - num_workers=int(args.num_workers), - ) - print_result_row(row) - timed_rows.append(row) + run_counter = 0 + with BenchmarkProgressReporter(total_runs=total_runs) as reporter: + reporter.print_banner( + result=result, + modes=list(args.modes), + repeat=int(args.repeat), + warmup=int(args.warmup), + ) + for mode in args.modes: + mode_cfg = MODE_CONFIG[mode] + plans = build_read_plans(result, use_supertiles=mode_cfg["use_supertiles"]) + total_tiles = sum(int(plan.block_size) * int(plan.block_size) for plan in plans) + for warmup_idx in range(int(args.warmup)): + run_counter += 1 + reporter.start_run( + run_counter=run_counter, + phase="warmup", + mode=mode, + iteration_index=warmup_idx, + iteration_total=int(args.warmup), + total_regions=len(plans), + total_tiles=total_tiles, + ) + run_mode( + mode=mode, + result=result, + repeat_index=warmup_idx, + read_step_px=read_step_px, + num_workers=int(args.num_workers), + progress_callback=reporter.advance, + ) + reporter.finish_run() + for repeat_index in range(int(args.repeat)): + run_counter += 1 + reporter.start_run( + run_counter=run_counter, + phase="timed", + mode=mode, + iteration_index=repeat_index, + iteration_total=int(args.repeat), + total_regions=len(plans), + total_tiles=total_tiles, + ) + row = run_mode( + mode=mode, + result=result, + repeat_index=repeat_index, + read_step_px=read_step_px, + num_workers=int(args.num_workers), + progress_callback=reporter.advance, + ) + reporter.finish_run() + reporter.print_result_row(row) + timed_rows.append(row) summary_rows = summarize_results(timed_rows) runs_csv_path = write_csv(timed_rows, args.output_dir / "benchmark_runs.csv") diff --git a/scripts/benchmark_tiling_cli.py b/scripts/benchmark_tiling_cli.py new file mode 100644 index 0000000..0e357d7 --- /dev/null +++ b/scripts/benchmark_tiling_cli.py @@ -0,0 +1,716 @@ +#!/usr/bin/env python3 +from __future__ import annotations + +import argparse +import copy +import csv +import json +import shutil +import statistics +import subprocess +import sys +import tempfile +import time +from pathlib import Path +from typing import Any + +import numpy as np +from omegaconf import OmegaConf + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser( + description=( + "Benchmark hs2p tiling CLI wall-clock speed on the current checkout " + "versus a legacy git ref such as main." + ) + ) + parser.add_argument( + "--slides-csv", + required=True, + help="CSV with wsi_path, mask_path, and optional sample_id columns.", + ) + parser.add_argument( + "--config-file", + required=True, + help="Base tiling config in either the current or legacy hs2p schema.", + ) + parser.add_argument( + "--output-dir", + required=True, + help="Directory where benchmark inputs, logs, outputs, and summaries are written.", + ) + parser.add_argument( + "--legacy-ref", + default="main", + help="Git ref to benchmark as the legacy implementation (default: main).", + ) + parser.add_argument( + "--repeat", + type=int, + default=1, + help="Number of times to run each branch (default: 1).", + ) + parser.add_argument( + "--python", + default=sys.executable, + help="Python executable for the current checkout (default: current interpreter).", + ) + parser.add_argument( + "--legacy-python", + default=None, + help="Optional Python executable for the legacy worktree (defaults to --python).", + ) + parser.add_argument( + "--disable-visualize", + action="store_true", + help="Force visualize=false in both generated configs to benchmark tiling without preview I/O.", + ) + parser.add_argument( + "--keep-worktree", + action="store_true", + help="Keep the temporary legacy worktree after the benchmark completes.", + ) + return parser.parse_args() + + +def _string_or_none(value: str | None) -> str | None: + if value is None: + return None + cleaned = value.strip() + if cleaned == "": + return None + return cleaned + + +def _make_unique_sample_id(raw_id: str, seen: dict[str, int]) -> str: + count = seen.get(raw_id, 0) + 1 + seen[raw_id] = count + if count == 1: + return raw_id + return f"{raw_id}-{count}" + + +def load_benchmark_rows(csv_path: Path) -> list[dict[str, str | None]]: + with csv_path.open(newline="") as handle: + reader = csv.DictReader(handle) + if reader.fieldnames is None: + raise ValueError(f"Input CSV {csv_path} is empty.") + fieldnames = set(reader.fieldnames) + if "wsi_path" in fieldnames: + slide_key = "wsi_path" + elif "image_path" in fieldnames: + slide_key = "image_path" + else: + raise ValueError( + "Input CSV must contain either 'wsi_path' or 'image_path'." + ) + + seen_ids: dict[str, int] = {} + rows: list[dict[str, str | None]] = [] + for index, row in enumerate(reader, start=1): + raw_wsi_path = _string_or_none(row.get(slide_key)) + if raw_wsi_path is None: + raise ValueError(f"Row {index} is missing {slide_key}.") + sample_id = _string_or_none(row.get("sample_id")) + if sample_id is None: + sample_id = Path(raw_wsi_path).stem + sample_id = _make_unique_sample_id(sample_id, seen_ids) + rows.append( + { + "sample_id": sample_id, + "wsi_path": raw_wsi_path, + "mask_path": _string_or_none(row.get("mask_path")), + } + ) + if not rows: + raise ValueError(f"Input CSV {csv_path} does not contain any slides.") + return rows + + +def branch_csv_rows( + rows: list[dict[str, str | None]], *, schema: str +) -> list[dict[str, str | None]]: + if schema == "current": + return [ + { + "sample_id": row["sample_id"], + "image_path": row["wsi_path"], + "mask_path": row["mask_path"], + } + for row in rows + ] + if schema == "legacy": + return [ + { + "wsi_path": row["wsi_path"], + "mask_path": row["mask_path"], + } + for row in rows + ] + raise ValueError(f"Unsupported schema: {schema}") + + +def write_branch_csv( + rows: list[dict[str, str | None]], *, schema: str, csv_path: Path +) -> Path: + schema_rows = branch_csv_rows(rows, schema=schema) + fieldnames = list(schema_rows[0].keys()) + with csv_path.open("w", newline="") as handle: + writer = csv.DictWriter(handle, fieldnames=fieldnames) + writer.writeheader() + writer.writerows(schema_rows) + return csv_path + + +def build_branch_config( + base_config: dict[str, Any], + *, + schema: str, + csv_path: Path, + output_dir: Path, + visualize: bool | None, +) -> dict[str, Any]: + cfg = copy.deepcopy(base_config) + cfg["csv"] = str(csv_path) + cfg["output_dir"] = str(output_dir) + cfg["resume"] = False + if visualize is not None: + cfg["visualize"] = visualize + + tiling = cfg.setdefault("tiling", {}) + params = tiling.setdefault("params", {}) + + if schema == "current": + replacements = { + "tiling.read_coordinates_from": "tiling.read_tiles_from", + "tiling.params.spacing": "tiling.params.target_spacing_um", + "tiling.params.tile_size": "tiling.params.target_tile_size_px", + "tiling.params.min_tissue_percentage": "tiling.params.tissue_threshold", + } + if "read_coordinates_from" in tiling: + tiling["read_tiles_from"] = tiling.pop("read_coordinates_from") + if "spacing" in params: + params["target_spacing_um"] = params.pop("spacing") + if "tile_size" in params: + params["target_tile_size_px"] = params.pop("tile_size") + if "min_tissue_percentage" in params: + params["tissue_threshold"] = params.pop("min_tissue_percentage") + elif schema == "legacy": + replacements = { + "tiling.read_tiles_from": "tiling.read_coordinates_from", + "tiling.params.target_spacing_um": "tiling.params.spacing", + "tiling.params.target_tile_size_px": "tiling.params.tile_size", + "tiling.params.tissue_threshold": "tiling.params.min_tissue_percentage", + } + if "read_tiles_from" in tiling: + tiling["read_coordinates_from"] = tiling.pop("read_tiles_from") + if "target_spacing_um" in params: + params["spacing"] = params.pop("target_spacing_um") + if "target_tile_size_px" in params: + params["tile_size"] = params.pop("target_tile_size_px") + if "tissue_threshold" in params: + params["min_tissue_percentage"] = params.pop("tissue_threshold") + else: + raise ValueError(f"Unsupported schema: {schema}") + + return _rewrite_config_strings(cfg, replacements) + + +def _rewrite_config_strings(value: Any, replacements: dict[str, str]) -> Any: + if isinstance(value, dict): + return { + key: _rewrite_config_strings(nested_value, replacements) + for key, nested_value in value.items() + } + if isinstance(value, list): + return [_rewrite_config_strings(item, replacements) for item in value] + if isinstance(value, str): + updated = value + for old, new in replacements.items(): + updated = updated.replace(old, new) + return updated + return value + + +def write_branch_config(config: dict[str, Any], config_path: Path) -> Path: + OmegaConf.save(config=OmegaConf.create(config), f=config_path) + return config_path + + +def run_command(command: list[str], *, cwd: Path, log_path: Path) -> int: + with log_path.open("w") as log_handle: + result = subprocess.run( + command, + cwd=cwd, + stdout=log_handle, + stderr=subprocess.STDOUT, + check=False, + ) + return result.returncode + + +def parse_process_list(process_list_path: Path) -> dict[str, Any]: + if not process_list_path.is_file(): + return { + "num_slides": 0, + "failed_slides": 0, + "slides_with_tiles": None, + } + + with process_list_path.open(newline="") as handle: + reader = csv.DictReader(handle) + rows = list(reader) + + failed_slides = sum(row.get("tiling_status") == "failed" for row in rows) + slides_with_tiles: int | None = None + if rows and "num_tiles" in rows[0]: + slides_with_tiles = sum( + int(float(row.get("num_tiles", "0") or 0)) > 0 for row in rows + ) + return { + "num_slides": len(rows), + "failed_slides": failed_slides, + "slides_with_tiles": slides_with_tiles, + } + + +def git_output(repo_root: Path, *args: str) -> str: + return subprocess.check_output( + ["git", *args], + cwd=repo_root, + text=True, + ).strip() + + +def resolve_git_ref(repo_root: Path, git_ref: str) -> str: + return git_output(repo_root, "rev-parse", "--short", git_ref) + + +def create_legacy_worktree( + *, repo_root: Path, legacy_ref: str, workspace_root: Path +) -> Path: + worktree_path = Path( + tempfile.mkdtemp(prefix="legacy-worktree-", dir=str(workspace_root)) + ) + subprocess.check_call( + ["git", "worktree", "add", "--detach", str(worktree_path), legacy_ref], + cwd=repo_root, + ) + return worktree_path + + +def remove_legacy_worktree(*, repo_root: Path, worktree_path: Path) -> None: + subprocess.run( + ["git", "worktree", "remove", "--force", str(worktree_path)], + cwd=repo_root, + check=False, + ) + shutil.rmtree(worktree_path, ignore_errors=True) + + +def benchmark_branch( + *, + branch_label: str, + schema: str, + repo_root: Path, + python_executable: str, + csv_rows: list[dict[str, str | None]], + base_config: dict[str, Any], + output_root: Path, + repeat: int, + visualize_override: bool | None, + git_ref: str, +) -> list[dict[str, Any]]: + records: list[dict[str, Any]] = [] + branch_root = output_root / branch_label + branch_root.mkdir(parents=True, exist_ok=True) + + for run_index in range(1, repeat + 1): + run_root = branch_root / f"run-{run_index:02d}" + inputs_dir = run_root / "inputs" + cli_output_dir = run_root / "tiling-output" + inputs_dir.mkdir(parents=True, exist_ok=True) + cli_output_dir.mkdir(parents=True, exist_ok=True) + + branch_csv_path = write_branch_csv( + csv_rows, + schema=schema, + csv_path=inputs_dir / "slides.csv", + ) + branch_config = build_branch_config( + base_config, + schema=schema, + csv_path=branch_csv_path, + output_dir=cli_output_dir, + visualize=visualize_override, + ) + branch_config_path = write_branch_config( + branch_config, + inputs_dir / "config.yaml", + ) + + command = [ + python_executable, + "-m", + "hs2p.tiling", + "--config-file", + str(branch_config_path), + "--skip-datetime", + "--skip-logging", + ] + print( + f"[{branch_label}] run {run_index}/{repeat}: " + + " ".join(command) + ) + start = time.perf_counter() + exit_code = run_command( + command, + cwd=repo_root, + log_path=run_root / "tiling-cli.log", + ) + elapsed_seconds = time.perf_counter() - start + process_list_stats = parse_process_list(cli_output_dir / "process_list.csv") + num_slides = process_list_stats["num_slides"] + records.append( + { + "branch_label": branch_label, + "schema": schema, + "git_ref": git_ref, + "run_index": run_index, + "elapsed_seconds": round(elapsed_seconds, 6), + "num_slides": num_slides, + "failed_slides": process_list_stats["failed_slides"], + "slides_with_tiles": process_list_stats["slides_with_tiles"], + "slides_per_second": round(num_slides / elapsed_seconds, 6) + if elapsed_seconds > 0 + else None, + "exit_code": exit_code, + "output_dir": str(cli_output_dir), + "process_list_path": str(cli_output_dir / "process_list.csv"), + "log_path": str(run_root / "tiling-cli.log"), + } + ) + return records + + +def summarize_records(records: list[dict[str, Any]]) -> list[dict[str, Any]]: + by_branch: dict[str, list[dict[str, Any]]] = {} + for record in records: + by_branch.setdefault(record["branch_label"], []).append(record) + + summary_rows: list[dict[str, Any]] = [] + for branch_label, branch_records in by_branch.items(): + elapsed_values = [record["elapsed_seconds"] for record in branch_records] + slide_rates = [ + record["slides_per_second"] + for record in branch_records + if record["slides_per_second"] is not None + ] + summary_rows.append( + { + "branch_label": branch_label, + "schema": branch_records[0]["schema"], + "git_ref": branch_records[0]["git_ref"], + "repeats": len(branch_records), + "mean_seconds": round(statistics.mean(elapsed_values), 6), + "min_seconds": round(min(elapsed_values), 6), + "max_seconds": round(max(elapsed_values), 6), + "stdev_seconds": round(statistics.stdev(elapsed_values), 6) + if len(elapsed_values) > 1 + else 0.0, + "mean_slides_per_second": round(statistics.mean(slide_rates), 6) + if slide_rates + else None, + "failed_runs": sum(record["exit_code"] != 0 for record in branch_records), + "failed_slides_total": sum( + int(record["failed_slides"]) for record in branch_records + ), + } + ) + return sorted(summary_rows, key=lambda row: row["branch_label"]) + + +def write_csv(rows: list[dict[str, Any]], csv_path: Path) -> Path: + if not rows: + raise ValueError("Cannot write an empty CSV.") + with csv_path.open("w", newline="") as handle: + writer = csv.DictWriter(handle, fieldnames=list(rows[0].keys())) + writer.writeheader() + writer.writerows(rows) + return csv_path + + +def legacy_output_stem(wsi_path: str) -> str: + return Path(wsi_path).stem.replace(" ", "_") + + +def _load_current_artifact( + *, + sample_id: str, + output_dir: Path, +) -> dict[str, Any] | None: + npz_path = output_dir / "coordinates" / f"{sample_id}.tiles.npz" + meta_path = output_dir / "coordinates" / f"{sample_id}.tiles.meta.json" + if not npz_path.is_file() or not meta_path.is_file(): + return None + with npz_path.open("rb") as handle: + tiles = np.load(handle, allow_pickle=False) + x = tiles["x"].astype(np.int64, copy=False) + y = tiles["y"].astype(np.int64, copy=False) + meta = json.loads(meta_path.read_text()) + return { + "x": x, + "y": y, + "num_tiles": int(meta["num_tiles"]), + "target_spacing_um": float(meta["target_spacing_um"]), + "target_tile_size_px": int(meta["target_tile_size_px"]), + "read_level": int(meta["read_level"]), + "read_tile_size_px": int(meta["read_tile_size_px"]), + "tile_size_lv0": int(meta["tile_size_lv0"]), + } + + +def _load_legacy_artifact( + *, + wsi_path: str, + output_dir: Path, +) -> dict[str, Any] | None: + npy_path = output_dir / "coordinates" / f"{legacy_output_stem(wsi_path)}.npy" + if not npy_path.is_file(): + return None + data = np.load(npy_path, allow_pickle=False) + x = np.asarray(data["x"], dtype=np.int64) + y = np.asarray(data["y"], dtype=np.int64) + metadata: dict[str, Any] = { + "x": x, + "y": y, + "num_tiles": int(len(data)), + "target_spacing_um": None, + "target_tile_size_px": None, + "read_level": None, + "read_tile_size_px": None, + "tile_size_lv0": None, + } + if len(data) > 0: + metadata.update( + { + "target_spacing_um": float(data["target_spacing"][0]), + "target_tile_size_px": int(data["target_tile_size"][0]), + "read_level": int(data["tile_level"][0]), + "read_tile_size_px": int(data["tile_size_resized"][0]), + "tile_size_lv0": int(data["tile_size_lv0"][0]), + } + ) + return metadata + + +def _float_matches(left: float | None, right: float | None, *, tol: float = 1e-9) -> bool: + if left is None or right is None: + return left is None and right is None + return abs(left - right) <= tol + + +def compare_branch_outputs( + *, + rows: list[dict[str, str | None]], + current_output_dir: Path, + legacy_output_dir: Path, +) -> list[dict[str, Any]]: + comparison_rows: list[dict[str, Any]] = [] + metadata_keys = ( + "num_tiles", + "target_spacing_um", + "target_tile_size_px", + "read_level", + "read_tile_size_px", + "tile_size_lv0", + ) + for row in rows: + current = _load_current_artifact( + sample_id=str(row["sample_id"]), + output_dir=current_output_dir, + ) + legacy = _load_legacy_artifact( + wsi_path=str(row["wsi_path"]), + output_dir=legacy_output_dir, + ) + detail = "" + coordinates_match = False + metadata_match = False + status = "match" + if current is None and legacy is None: + status = "missing_both_outputs" + detail = "missing current and legacy artifact" + elif current is None: + status = "missing_current_output" + detail = "missing current artifact" + elif legacy is None: + status = "missing_legacy_output" + detail = "missing legacy artifact" + else: + coordinates_match = bool( + np.array_equal(current["x"], legacy["x"]) + and np.array_equal(current["y"], legacy["y"]) + ) + mismatched_meta: list[str] = [] + for key in metadata_keys: + left = current[key] + right = legacy[key] + if isinstance(left, float) or isinstance(right, float): + if not _float_matches(left, right): + mismatched_meta.append(key) + elif left != right: + mismatched_meta.append(key) + metadata_match = not mismatched_meta + if not coordinates_match or not metadata_match: + status = "mismatch" + details: list[str] = [] + if not coordinates_match: + details.append("coordinate arrays differ") + if mismatched_meta: + details.append( + "metadata mismatch: " + ", ".join(mismatched_meta) + ) + detail = "; ".join(details) + comparison_rows.append( + { + "sample_id": row["sample_id"], + "wsi_path": row["wsi_path"], + "mask_path": row["mask_path"], + "coordinates_match": coordinates_match, + "metadata_match": metadata_match, + "status": status, + "detail": detail, + "current_num_tiles": None if current is None else current["num_tiles"], + "legacy_num_tiles": None if legacy is None else legacy["num_tiles"], + } + ) + return comparison_rows + + +def print_summary(summary_rows: list[dict[str, Any]]) -> None: + print("\nBenchmark summary") + print("=================") + for row in summary_rows: + print( + f"{row['branch_label']} ({row['git_ref']}): " + f"mean={row['mean_seconds']:.3f}s, " + f"min={row['min_seconds']:.3f}s, " + f"max={row['max_seconds']:.3f}s, " + f"slides/s={row['mean_slides_per_second']}" + ) + legacy = next((row for row in summary_rows if row["branch_label"] == "legacy"), None) + current = next((row for row in summary_rows if row["branch_label"] == "current"), None) + if legacy is not None and current is not None and current["mean_seconds"] > 0: + speedup = legacy["mean_seconds"] / current["mean_seconds"] + print(f"Current-vs-legacy speedup: {speedup:.3f}x") + + +def main() -> int: + args = parse_args() + repo_root = Path(__file__).resolve().parents[1] + slides_csv = Path(args.slides_csv).resolve() + config_file = Path(args.config_file).resolve() + output_root = Path(args.output_dir).resolve() + output_root.mkdir(parents=True, exist_ok=True) + + csv_rows = load_benchmark_rows(slides_csv) + base_config = OmegaConf.to_container( + OmegaConf.load(config_file), + resolve=False, + ) + if not isinstance(base_config, dict): + raise ValueError("Config file must resolve to a mapping.") + + visualize_override = False if args.disable_visualize else None + legacy_python = args.legacy_python or args.python + current_ref = git_output(repo_root, "rev-parse", "--abbrev-ref", "HEAD") + legacy_worktree: Path | None = None + + try: + legacy_worktree = create_legacy_worktree( + repo_root=repo_root, + legacy_ref=args.legacy_ref, + workspace_root=output_root, + ) + legacy_ref_resolved = resolve_git_ref(repo_root, args.legacy_ref) + current_ref_resolved = resolve_git_ref(repo_root, "HEAD") + + records = [] + records.extend( + benchmark_branch( + branch_label="current", + schema="current", + repo_root=repo_root, + python_executable=args.python, + csv_rows=csv_rows, + base_config=base_config, + output_root=output_root / "runs", + repeat=args.repeat, + visualize_override=visualize_override, + git_ref=f"{current_ref}@{current_ref_resolved}", + ) + ) + records.extend( + benchmark_branch( + branch_label="legacy", + schema="legacy", + repo_root=legacy_worktree, + python_executable=legacy_python, + csv_rows=csv_rows, + base_config=base_config, + output_root=output_root / "runs", + repeat=args.repeat, + visualize_override=visualize_override, + git_ref=f"{args.legacy_ref}@{legacy_ref_resolved}", + ) + ) + summary_rows = summarize_records(records) + runs_csv = write_csv(records, output_root / "benchmark_runs.csv") + summary_csv = write_csv(summary_rows, output_root / "benchmark_summary.csv") + current_run_one = next( + record + for record in records + if record["branch_label"] == "current" and record["run_index"] == 1 + ) + legacy_run_one = next( + record + for record in records + if record["branch_label"] == "legacy" and record["run_index"] == 1 + ) + output_comparison_rows = compare_branch_outputs( + rows=csv_rows, + current_output_dir=Path(current_run_one["output_dir"]), + legacy_output_dir=Path(legacy_run_one["output_dir"]), + ) + output_comparison_csv = write_csv( + output_comparison_rows, + output_root / "output_comparison.csv", + ) + print_summary(summary_rows) + print(f"\nPer-run results: {runs_csv}") + print(f"Summary results: {summary_csv}") + print(f"Output comparison: {output_comparison_csv}") + + failed_runs = [record for record in records if record["exit_code"] != 0] + failed_output_checks = [ + row for row in output_comparison_rows if row["status"] != "match" + ] + if failed_runs: + print("\nOne or more benchmark runs failed. Check the per-run log_path entries.") + return 1 + if failed_output_checks: + print( + "\nCurrent and legacy outputs differ. " + "Check output_comparison.csv for per-slide details." + ) + return 1 + return 0 + finally: + if legacy_worktree is not None and not args.keep_worktree: + remove_legacy_worktree(repo_root=repo_root, worktree_path=legacy_worktree) + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/tests/fixtures/gt/mask-visu.jpg b/tests/fixtures/gt/mask-visu.jpg index d1bb3f01da2d53c6831116675cec9b121cfedbff..689754accbf1824d1d60986cf4b2f65c8820089e 100644 GIT binary patch delta 106106 zcmYhC`9D;D`1jA)rX*TaWCk_LTG_I%`D9DhND_){*~Y$~K~x%Jrz|tdo-Jj~UNP1g z86j&m7?TiVEQ4{+_x|2L+<(AX9_PH@*LA&Kuje~27fQfD->b8O3vTO?!xLA2kW!?* zok}QKHuERgwjrN>@(9;uY02dEzGckHQHDO8K|7UQiD^nFsK4)tQn!g*Up13o4bs!v zbVFN`+c*N&Y|J4my0C9pd?Fu$A9xxB8#xisqp)VmE<8~=-Kx%>q zBv6H~cLdwg@7oFmq+D(=xXJDlW@(EJm=2L1Ja;~+>Ul^_xlfcT0eb~@I~S5vF}JUrClm$9h)e2RC97Ft$JWFwwW6u z&cWL(K*r{WmXJt;SE`0M#Z+|`wzE=5Qa??_jp90-m_|feVwP~Hdw#H)9hJ-UlgeXti1F;_D5h zKKdGgp~3szg^vZGYd{3A$DT)Q`K3|E70nwGW9~kytzDVEa@*HxyAFZn&FXB!^#-TJ 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test_benchmark_wsd_mode_reports_region_and_tile_progress(monkeypatch): + module = _load_benchmark_script_module() + result = _make_grid_result(columns=2, rows=1, tile_size_px=8) + plans = [ + TileReadPlan(x=0, y=0, read_size_px=8, block_size=1), + TileReadPlan(x=8, y=0, read_size_px=8, block_size=1), + ] + + class _FakeWSI: + def __init__(self, *_args, **_kwargs): + pass + + def get_patch(self, *_args, **_kwargs): + return np.ones((8, 8, 3), dtype=np.uint8) + + monkeypatch.setitem( + sys.modules, + "wholeslidedata", + SimpleNamespace(WholeSlideImage=_FakeWSI), + ) + updates: list[tuple[int, int]] = [] + + elapsed, tile_count, checksum = module.benchmark_wsd_mode( + result=result, + plans=plans, + read_step_px=8, + progress_callback=lambda regions, tiles: updates.append((regions, tiles)), + ) + + assert elapsed >= 0.0 + assert tile_count == 2 + assert checksum > 0 + assert updates == [(1, 1), (1, 1)] + + +def test_benchmark_cucim_batch_mode_reports_region_and_tile_progress(monkeypatch): + module = _load_benchmark_script_module() + result = _make_grid_result(columns=4, rows=4, tile_size_px=8) + plans = [ + TileReadPlan(x=0, y=0, read_size_px=8, block_size=1), + TileReadPlan(x=0, y=0, read_size_px=32, block_size=4), + ] + + class _FakeCuImage: + def __init__(self, *_args, **_kwargs): + pass + + def read_region(self, locations, size, level, num_workers): + assert level == 0 + assert num_workers == 2 + return [ + np.zeros((int(size[0]), int(size[1]), 3), dtype=np.uint8) + for _ in locations + ] + + monkeypatch.setattr( + module, + "_require_cucim", + lambda: SimpleNamespace(CuImage=_FakeCuImage), + ) + updates: list[tuple[int, int]] = [] + + elapsed, tile_count, checksum = module.benchmark_cucim_batch_mode( + result=result, + plans=plans, + read_step_px=8, + num_workers=2, + progress_callback=lambda regions, tiles: updates.append((regions, tiles)), + ) + + assert elapsed >= 0.0 + assert tile_count == 17 + assert checksum == 0 + assert updates == [(1, 1), (1, 16)] diff --git a/tests/test_mocked_multires_tiling.py b/tests/test_mocked_multires_tiling.py index 55b2f46..30d49e1 100644 --- a/tests/test_mocked_multires_tiling.py +++ b/tests/test_mocked_multires_tiling.py @@ -1,4 +1,5 @@ from pathlib import Path +from types import SimpleNamespace import numpy as np @@ -178,6 +179,99 @@ def test_extract_coordinates_match_expected_coordinates_across_spacings(fake_bac assert result.tile_size_lv0 == exp["tile_size_lv0"] +def test_extract_coordinate_result_preserves_stride_when_contours_have_offset_origins(): + class FakeWSI: + level_downsamples = [(1.0, 1.0)] + + def get_tile_coordinates( + self, + tiling_params, + filter_params, + annotation=None, + disable_tqdm=False, + num_workers=1, + ): + del tiling_params, filter_params, annotation, disable_tqdm, num_workers + return ( + [ + (0, 0), + (0, 224), + (224, 0), + (224, 224), + (225, 0), + (225, 224), + ], + [1.0] * 6, + [0, 0, 0, 0, 1, 1], + 0, + 1.0, + 224, + ) + + def get_level_spacing(self, level): + assert level == 0 + return 0.5 + + result = wsi_api._extract_coordinate_result_from_wsi( + wsi=FakeWSI(), + tiling_params=SimpleNamespace( + target_tile_size_px=224, + overlap=0.0, + ), + filter_params=SimpleNamespace(), + disable_tqdm=True, + num_workers=1, + ) + + assert result.read_step_px == 224 + assert result.step_px_lv0 == 224 + + +def test_extract_coordinate_result_uses_actual_overlap_stride_in_level0_pixels(): + class FakeWSI: + level_downsamples = [(1.0, 1.0), (2.0, 2.0)] + + def get_tile_coordinates( + self, + tiling_params, + filter_params, + annotation=None, + disable_tqdm=False, + num_workers=1, + ): + del tiling_params, filter_params, annotation, disable_tqdm, num_workers + return ( + [ + (100, 100), + (100, 502), + (502, 100), + (502, 502), + ], + [1.0] * 4, + [0, 0, 0, 0], + 1, + 1.0, + 448, + ) + + def get_level_spacing(self, level): + return [0.5, 1.0][level] + + result = wsi_api._extract_coordinate_result_from_wsi( + wsi=FakeWSI(), + tiling_params=SimpleNamespace( + target_tile_size_px=224, + overlap=0.1, + ), + filter_params=SimpleNamespace(), + disable_tqdm=True, + num_workers=1, + ) + + assert result.read_step_px == 201 + assert result.step_px_lv0 == 402 + + def test_extract_coordinates_segments_maskless_slides_without_annotation_pct_crash( monkeypatch, ): diff --git a/tests/test_overlay_semantics.py b/tests/test_overlay_semantics.py index ff122f2..13be25b 100644 --- a/tests/test_overlay_semantics.py +++ b/tests/test_overlay_semantics.py @@ -172,6 +172,45 @@ def get_slide(self, spacing): assert not np.array_equal(overlay_arr[0, 1], slide_arr[0, 1]) +def test_overlay_mask_on_slide_pads_mask_without_resizing_content(monkeypatch): + slide_arr = np.full((2, 2, 3), 120, dtype=np.uint8) + mask_arr = np.array([[0, 0], [0, 1]], dtype=np.uint8) + + class FakeWSI: + def __init__(self, path, backend="asap"): + self.path = Path(path) + self.spacings = [0.5] + self.level_dimensions = [(2, 2)] + self.level_downsamples = [(1.0, 1.0)] + + def get_best_level_for_downsample_custom(self, downsample): + return 0 + + def get_slide(self, spacing): + return slide_arr + + monkeypatch.setattr(wsi_mod, "WholeSlideImage", FakeWSI) + + overlay = wsi_mod.overlay_mask_on_slide( + wsi_path=Path("fake-wsi.tif"), + annotation_mask_path=None, + mask_arr=mask_arr, + downsample=1, + backend="openslide", + alpha=0.5, + tile_size_lv0=3, + ) + overlay_arr = np.array(overlay.convert("RGB")) + + assert overlay_arr.shape == (3, 3, 3) + assert np.array_equal(overlay_arr[2, 0], np.array([255, 255, 255], dtype=np.uint8)) + assert np.array_equal(overlay_arr[2, 1], np.array([255, 255, 255], dtype=np.uint8)) + assert np.array_equal(overlay_arr[2, 2], np.array([255, 255, 255], dtype=np.uint8)) + assert np.array_equal(overlay_arr[0, 2], np.array([255, 255, 255], dtype=np.uint8)) + assert np.array_equal(overlay_arr[1, 2], np.array([255, 255, 255], dtype=np.uint8)) + assert not np.array_equal(overlay_arr[1, 1], slide_arr[1, 1]) + + def test_extract_coordinates_uses_overlay_mask_preview_instead_of_line_rendering( monkeypatch, tmp_path: Path ): diff --git a/tests/test_progress.py b/tests/test_progress.py index f780c6e..987ba2d 100644 --- a/tests/test_progress.py +++ b/tests/test_progress.py @@ -58,6 +58,78 @@ def __init__(self, file=None): monkeypatch.setitem(sys.modules, "rich.console", fake_console) +def _install_fake_rich_progress(monkeypatch): + fake_progress = types.ModuleType("rich.progress") + + class FakeProgress: + def __init__(self, *args, **kwargs): + self.tasks = {} + self.next_task_id = 1 + + def start(self): + return None + + def stop(self): + return None + + def add_task(self, description, total=None): + task_id = self.next_task_id + self.next_task_id += 1 + self.tasks[task_id] = { + "description": description, + "total": total, + "completed": 0, + } + return task_id + + def update(self, task_id, **kwargs): + self.tasks[task_id].update(kwargs) + + class _Identity: + def __init__(self, *args, **kwargs): + pass + + fake_progress.BarColumn = _Identity + fake_progress.MofNCompleteColumn = _Identity + fake_progress.Progress = FakeProgress + fake_progress.SpinnerColumn = _Identity + fake_progress.TaskProgressColumn = _Identity + fake_progress.TextColumn = _Identity + fake_progress.TimeElapsedColumn = _Identity + fake_progress.TimeRemainingColumn = _Identity + monkeypatch.setitem(sys.modules, "rich.progress", fake_progress) + + +def _install_fake_rich_summary_types(monkeypatch): + fake_panel = types.ModuleType("rich.panel") + fake_table = types.ModuleType("rich.table") + + class FakePanel: + @staticmethod + def fit(table, title=None, border_style=None): + return SimpleNamespace(table=table, title=title, border_style=border_style) + + class FakeTable: + def __init__(self, *args, **kwargs): + self.columns = [] + self.rows = [] + + def add_column(self, *args, **kwargs): + self.columns.append((args, kwargs)) + + def add_row(self, *args): + self.rows.append(args) + + @staticmethod + def grid(*args, **kwargs): + return FakeTable(*args, **kwargs) + + fake_panel.Panel = FakePanel + fake_table.Table = FakeTable + monkeypatch.setitem(sys.modules, "rich.panel", fake_panel) + monkeypatch.setitem(sys.modules, "rich.table", fake_table) + + def _tiling_config() -> TilingConfig: return TilingConfig( backend="asap", @@ -142,6 +214,50 @@ def test_create_cli_progress_reporter_falls_back_when_stdout_is_not_terminal( assert isinstance(reporter, progress.PlainTextCliProgressReporter) +def test_rich_tiling_summary_uses_zero_tile_label_without_process_list(monkeypatch): + import hs2p.progress as progress + + _install_fake_rich_console(monkeypatch, is_terminal=True) + _install_fake_rich_progress(monkeypatch) + _install_fake_rich_summary_types(monkeypatch) + + captured = {} + + class FakeConsole: + def print(self, *args, **kwargs): + captured["printed"] = args + + reporter = progress.RichCliProgressReporter(output_dir="out", console=FakeConsole()) + monkeypatch.setattr( + reporter, + "_print_summary", + lambda title, rows: captured.update({"title": title, "rows": rows}), + ) + + reporter.emit( + progress.ProgressEvent( + kind="tiling.finished", + payload={ + "total": 3, + "completed": 2, + "failed": 1, + "zero_tile_successes": 4, + "discovered_tiles": 7, + "process_list_path": "ignored.csv", + }, + ) + ) + + assert captured["title"] == "Tiling Summary" + assert captured["rows"] == [ + ("Slides", "3"), + ("Completed", "2"), + ("Failed", "1"), + ("Zero-tile", "4"), + ("Total tiles", "7"), + ] + + def test_tiling_main_installs_progress_reporter_only_during_pipeline_run( monkeypatch, tmp_path: Path ): From 18a7b61521cddb47836da69c40b2617844b85584 Mon Sep 17 00:00:00 2001 From: clemsgrs Date: Fri, 20 Mar 2026 17:00:26 +0000 Subject: [PATCH 6/6] improve benchmark reporting terminology --- scripts/benchmark_tile_read_strategies.py | 55 ++++++++++++----------- 1 file changed, 28 insertions(+), 27 deletions(-) diff --git a/scripts/benchmark_tile_read_strategies.py b/scripts/benchmark_tile_read_strategies.py index 9542fbd..c45f6a5 100644 --- a/scripts/benchmark_tile_read_strategies.py +++ b/scripts/benchmark_tile_read_strategies.py @@ -136,8 +136,8 @@ def summarize_results(rows: list[dict[str, Any]]) -> list[dict[str, Any]]: "description": mode_rows[0]["description"], "repeat": len(mode_rows), "tiles": int(mode_rows[0]["tiles"]), - "regions": int(mode_rows[0]["regions"]), - "regions_per_tile": float(mode_rows[0]["regions_per_tile"]), + "read_calls": int(mode_rows[0]["read_calls"]), + "tiles_per_read": float(mode_rows[0]["tiles_per_read"]), "mean_elapsed_s": round(statistics.mean(elapsed), 6), "std_elapsed_s": round( statistics.pstdev(elapsed) if len(elapsed) > 1 else 0.0, @@ -201,9 +201,9 @@ def __init__( self._progress: Progress | None = None self._overall_task_id: int | None = None self._run_task_id: int | None = None - self._active_total_regions = 0 + self._active_total_read_calls = 0 self._active_total_tiles = 0 - self._active_completed_regions = 0 + self._active_completed_read_calls = 0 self._active_completed_tiles = 0 self._last_plain_update = 0.0 @@ -251,12 +251,12 @@ def start_run( mode: str, iteration_index: int, iteration_total: int, - total_regions: int, + total_read_calls: int, total_tiles: int, ) -> None: - self._active_total_regions = max(1, int(total_regions)) + self._active_total_read_calls = max(1, int(total_read_calls)) self._active_total_tiles = max(1, int(total_tiles)) - self._active_completed_regions = 0 + self._active_completed_read_calls = 0 self._active_completed_tiles = 0 self._last_plain_update = 0.0 description = ( @@ -272,24 +272,24 @@ def start_run( ) self._run_task_id = self._progress.add_task( description, - total=self._active_total_regions, + total=self._active_total_read_calls, completed=0, tiles_status=f"0/{self._active_total_tiles:,}", ) self._progress.refresh() return - self.console.print( - ( - f"[{run_counter}/{self.total_runs}] {phase} {mode} " - f"({int(iteration_index) + 1}/{int(iteration_total)}) " - f"regions=0/{self._active_total_regions:,} " - f"tiles=0/{self._active_total_tiles:,}" - ), - highlight=False, - ) + self.console.print( + ( + f"[{run_counter}/{self.total_runs}] {phase} {mode} " + f"({int(iteration_index) + 1}/{int(iteration_total)}) " + f"read_calls=0/{self._active_total_read_calls:,} " + f"tiles=0/{self._active_total_tiles:,}" + ), + highlight=False, + ) def advance(self, regions: int, tiles: int) -> None: - self._active_completed_regions += int(regions) + self._active_completed_read_calls += int(regions) self._active_completed_tiles += int(tiles) tiles_status = f"{self._active_completed_tiles:,}/{self._active_total_tiles:,}" if self._progress is not None and self._run_task_id is not None: @@ -303,12 +303,12 @@ def advance(self, regions: int, tiles: int) -> None: if ( self._last_plain_update == 0.0 or now - self._last_plain_update >= self.plain_update_interval_s - or self._active_completed_regions >= self._active_total_regions + or self._active_completed_read_calls >= self._active_total_read_calls ): self.console.print( ( - f" progress regions={self._active_completed_regions:,}/" - f"{self._active_total_regions:,} " + f" progress read_calls={self._active_completed_read_calls:,}/" + f"{self._active_total_read_calls:,} " f"tiles={tiles_status}" ), highlight=False, @@ -320,7 +320,7 @@ def finish_run(self) -> None: if self._run_task_id is not None: self._progress.update( self._run_task_id, - completed=self._active_total_regions, + completed=self._active_total_read_calls, tiles_status=( f"{self._active_total_tiles:,}/{self._active_total_tiles:,}" ), @@ -331,7 +331,8 @@ def print_result_row(self, row: dict[str, Any]) -> None: self.console.print( ( f"{row['mode']:<24} rep={int(row['repeat_index']) + 1} " - f"tiles={int(row['tiles']):>7,d} regions={int(row['regions']):>7,d} " + f"tiles={int(row['tiles']):>7,d} " + f"read_calls={int(row['read_calls']):>7,d} " f"elapsed={float(row['elapsed_s']):>8.3f}s " f"throughput={float(row['tiles_per_second']):>10,.0f} tiles/s" ), @@ -464,8 +465,8 @@ def run_mode( "description": mode_cfg["description"], "repeat_index": repeat_index, "tiles": tile_count, - "regions": len(plans), - "regions_per_tile": round(len(plans) / max(tile_count, 1), 6), + "read_calls": len(plans), + "tiles_per_read": round(tile_count / max(len(plans), 1), 6), "read_level": int(result.read_level), "read_tile_size_px": int(result.read_tile_size_px), "read_step_px": int(read_step_px), @@ -553,7 +554,7 @@ def main() -> int: mode=mode, iteration_index=warmup_idx, iteration_total=int(args.warmup), - total_regions=len(plans), + total_read_calls=len(plans), total_tiles=total_tiles, ) run_mode( @@ -573,7 +574,7 @@ def main() -> int: mode=mode, iteration_index=repeat_index, iteration_total=int(args.repeat), - total_regions=len(plans), + total_read_calls=len(plans), total_tiles=total_tiles, ) row = run_mode(