From d1d81cc4a04ab9bc2f8beec0f54862faea777734 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Wed, 21 Sep 2022 15:22:00 +0800 Subject: [PATCH 01/34] first commit Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 285 ++++++++++++++++++ 1 file changed, 285 insertions(+) create mode 100644 monai/apps/pathology/transforms/post/array.py diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py new file mode 100644 index 0000000000..f812496930 --- /dev/null +++ b/monai/apps/pathology/transforms/post/array.py @@ -0,0 +1,285 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from typing import Hashable, Mapping, Optional + +import numpy as np +import torch + +from monai.config.type_definitions import NdarrayOrTensor +from monai.networks.nets import HoVerNet +from monai.transforms.post.array import GetInstancelabelledSegMap +from monai.transforms.transform import Transform +from monai.transforms.utils import generate_spatial_bounding_box +from monai.utils import convert_to_numpy, optional_import + +find_contours, has_findcontours = optional_import("skimage.measure", name="find_contours") +moments, has_moments = optional_import("skimage.measure", name="moments") + +__all__ = ["PostProcessHoVerNetOutput"] + + +def _coords_to_pixel(current, previous): + """For contour coordinate generation. + Given the previous and current border positions, + returns the int pixel that marks the extremity + of the segmented pixels + """ + + p_delta = (current[0] - previous[0], current[1] - previous[1]) + + if p_delta == (0.0, 1.0) or p_delta == (0.5, 0.5) or p_delta == (1.0, 0.0): + row = int(current[0] + 0.5) + col = int(current[1]) + elif p_delta == (0.0, -1.0) or p_delta == (0.5, -0.5): + row = int(current[0]) + col = int(current[1]) + elif p_delta == (-1, 0.0) or p_delta == (-0.5, -0.5): + row = int(current[0]) + col = int(current[1] + 0.5) + elif p_delta == (-0.5, 0.5): + row = int(current[0] + 0.5) + col = int(current[1] + 0.5) + + return row, col + + +def _dist_from_topleft(sequence, h, w): + """For contour coordinate generation. + Each sequence of cordinates describes a boundary between + foreground and background starting and ending at two sides + of the bounding box. To order the sequences correctly, + we compute the distannce from the topleft of the bounding box + around the perimeter in a clock-wise direction. + Args: + sequence: list of border points + h: height of the bounding box + w: width of the bounding box + Returns: + distance: the distance round the perimeter of the bounding + box from the top-left origin + """ + + first = sequence[0] + if first[0] == 0: + distance = first[1] + elif first[1] == w - 1: + distance = w + first[0] + elif first[0] == h - 1: + distance = 2 * w + h - first[1] + else: + distance = 2 * (w + h) - first[0] + + return distance + + +def _sp_contours_to_cv(contours, h, w): + """Converts Scipy-style contours to a more succinct version + which only includes the pixels to which lines need to + be drawn (i.e. not the intervening pixels along each line). + Args: + contours: scipy-style clockwise line segments, with line separating foreground/background + h: Height of bounding box - used to detect direction of line segment + w: Width of bounding box - used to detect direction of line segment + Returns: + pixels: the pixels that need to be joined by straight lines to + describe the outmost pixels of the foreground similar to + OpenCV's cv.CHAIN_APPROX_SIMPLE (anti-clockwise) + """ + pixels = None + sequences = [] + corners = [False, False, False, False] + + for group in contours: + sequence = [] + last_added = None + prev = None + corner = -1 + + for i, coord in enumerate(group): + if i == 0: + if coord[0] == 0.0: + # originating from the top, so must be heading south east + corner = 1 + pixel = (0, int(coord[1] - 0.5)) + if pixel[1] == w - 1: + corners[1] = True + elif pixel[1] == 0.0: + corners[0] = True + elif coord[1] == 0.0: + corner = 0 + # originating from the left, so must be heading north east + pixel = (int(coord[0] + 0.5), 0) + elif coord[0] == h - 1: + corner = 3 + # originating from the bottom, so must be heading north west + pixel = (int(coord[0]), int(coord[1] + 0.5)) + if pixel[1] == w - 1: + corners[2] = True + elif coord[1] == w - 1: + corner = 2 + # originating from the right, so must be heading south west + pixel = (int(coord[0] - 0.5), int(coord[1])) + + sequence.append(pixel) + last_added = pixel + elif i == len(group) - 1: + # add this point + pixel = _coords_to_pixel(coord, prev) + if pixel != last_added: + sequence.append(pixel) + last_added = pixel + elif np.any(coord - prev != group[i + 1] - coord): + pixel = _coords_to_pixel(coord, prev) + if pixel != last_added: + sequence.append(pixel) + last_added = pixel + + # flag whether each corner has been crossed + if i == len(group) - 1: + if corner == 0: + if coord[0] == 0: + corners[corner] = True + elif corner == 1: + if coord[1] == w - 1: + corners[corner] = True + elif corner == 2: + if coord[0] == h - 1: + corners[corner] = True + elif corner == 3: + if coord[1] == 0.0: + corners[corner] = True + + prev = coord + + dist = _dist_from_topleft(sequence, h, w) + + sequences.append({"distance": dist, "sequence": sequence}) + + # check whether we need to insert any missing corners + if corners[0] is False: + sequences.append({"distance": 0, "sequence": [(0, 0)]}) + if corners[1] is False: + sequences.append({"distance": w, "sequence": [(0, w - 1)]}) + if corners[2] is False: + sequences.append({"distance": w + h, "sequence": [(h - 1, w - 1)]}) + if corners[3] is False: + sequences.append({"distance": 2 * w + h, "sequence": [(h - 1, 0)]}) + + # now, join the sequences into a single contour + # starting at top left and rotating clockwise + sequences.sort(key=lambda x: x.get("distance")) + + last = (-1, -1) + for sequence in sequences: + if sequence["sequence"][0] == last: + pixels.pop() + + if pixels: + pixels = [*pixels, *sequence["sequence"]] + else: + pixels = sequence["sequence"] + + last = pixels[-1] + + if pixels[0] == last: + pixels.pop(0) + + if pixels[0] == (0, 0): + pixels.append(pixels.pop(0)) + + pixels = np.array(pixels).astype("int32") + pixels = np.flip(pixels) + + return pixels + + +class PostProcessHoVerNetOutput(Transform): + """Post processing script for image tiles. + Args: + output_classes: number of types considered at output of nc branch + return_centroids: whether to generate coords for each nucleus instance + """ + + def __init__(self, output_classes: Optional[int] = None, return_centroids: bool = True) -> None: + self.output_classes = output_classes + self.return_centroids = return_centroids + + def __call__(self, pred: Mapping[Hashable, NdarrayOrTensor]): + """ + Args: + pred: a dict combined output of NC, NP and HV branches + Returns: + pred_inst: pixel-wise nuclear instance segmentation prediction + pred_type: pixel-wise nuclear type prediction + """ + NP_pred = pred[HoVerNet.Branch.NP.value] + HV_pred = pred[HoVerNet.Branch.HV.value] + if self.output_classes is not None: + NC_pred = pred[HoVerNet.Branch.NC.value] + + pred_inst = GetInstancelabelledSegMap()(NP_pred, HV_pred) + + inst_info_dict = None + if self.return_centroids or self.output_classes is not None: + inst_id_list = torch.unique(pred_inst)[1:] # exlcude background + inst_info_dict = {} + for inst_id in inst_id_list: + inst_map = pred_inst == inst_id + box_start, box_end = generate_spatial_bounding_box(inst_map) + inst_bbox = torch.tensor([box_start, box_end]) + inst_map = inst_map[inst_bbox[0][0] : inst_bbox[1][0], inst_bbox[0][1] : inst_bbox[1][1]] + inst_map_np = convert_to_numpy(inst_map.squeeze(), dtype=np.uint8) # squeeze remove channel dim + inst_moment = moments(inst_map_np, order=3) + + inst_contour_cv = find_contours(inst_map_np, 0.5) + inst_contour = _sp_contours_to_cv(inst_contour_cv, inst_map.shape[0], inst_map.shape[1]) + + # < 3 points dont make a contour, so skip, likely artifact too + # as the contours obtained via approximation => too small or sthg + if inst_contour.shape[0] < 3: + continue + if len(inst_contour.shape) != 2: + continue # ! check for tricky shape + + inst_centroid = [(inst_moment[0, 1] / inst_moment[0, 0]), (inst_moment[1, 0] / inst_moment[0, 0])] + inst_centroid = np.array(inst_centroid) + inst_contour[:, 0] += inst_bbox[0][1] # X + inst_contour[:, 1] += inst_bbox[0][0] # Y + inst_centroid[0] += inst_bbox[0][1] # X why [0][1] represent x?? + inst_centroid[1] += inst_bbox[0][0] # Y + inst_info_dict[inst_id] = { # inst_id should start at 1 + "bounding_box": inst_bbox, + "centroid": inst_centroid, + "contour": inst_contour, + "type_probability": None, + "type": None, + } + if self.output_classes is not None: + for inst_id in list(inst_info_dict.keys()): + rmin, cmin, rmax, cmax = (inst_info_dict[inst_id]["bounding_box"]).flatten() + inst_map_crop = pred_inst[:, rmin:rmax, cmin:cmax] + inst_type_crop = NC_pred[:, rmin:rmax, cmin:cmax] + inst_map_crop = inst_map_crop == inst_id + inst_type = inst_type_crop[inst_map_crop] + type_list, type_pixels = torch.unique(inst_type, return_counts=True) + type_list = list(zip(type_list, type_pixels)) + type_list = sorted(type_list, key=lambda x: x[1], reverse=True) + inst_type = type_list[0][0] + if inst_type == 0: # ! pick the 2nd most dominant if exist + if len(type_list) > 1: + inst_type = type_list[1][0] + type_dict = {v[0]: v[1] for v in type_list} + type_prob = type_dict[inst_type] / (np.sum(inst_map_crop) + 1.0e-6) + inst_info_dict[inst_id]["type"] = int(inst_type) + inst_info_dict[inst_id]["type_probability"] = float(type_prob) + + return pred_inst, inst_info_dict From 4136ec73df208b630d0d610e65430f327219d7fd Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Wed, 21 Sep 2022 18:36:14 +0800 Subject: [PATCH 02/34] add unittest Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/__init__.py | 1 + .../pathology/transforms/post/__init__.py | 12 + monai/apps/pathology/transforms/post/array.py | 48 +++- tests/RUA.py | 210 ++++++++++++++++++ tests/test_postprocess_hovernet_output.py | 85 +++++++ 5 files changed, 344 insertions(+), 12 deletions(-) create mode 100644 monai/apps/pathology/transforms/post/__init__.py create mode 100644 tests/RUA.py create mode 100644 tests/test_postprocess_hovernet_output.py diff --git a/monai/apps/pathology/transforms/__init__.py b/monai/apps/pathology/transforms/__init__.py index 290c0ba6a8..9fdaf5b29c 100644 --- a/monai/apps/pathology/transforms/__init__.py +++ b/monai/apps/pathology/transforms/__init__.py @@ -20,3 +20,4 @@ NormalizeHEStainsD, NormalizeHEStainsDict, ) +from .post.array import PostProcessHoVerNetOutput \ No newline at end of file diff --git a/monai/apps/pathology/transforms/post/__init__.py b/monai/apps/pathology/transforms/post/__init__.py new file mode 100644 index 0000000000..14d8a94d12 --- /dev/null +++ b/monai/apps/pathology/transforms/post/__init__.py @@ -0,0 +1,12 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from .array import PostProcessHoVerNetOutput \ No newline at end of file diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index f812496930..4889857013 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -9,16 +9,17 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Hashable, Mapping, Optional +from typing import Hashable, Mapping, Optional, Union, Sequence import numpy as np import torch from monai.config.type_definitions import NdarrayOrTensor from monai.networks.nets import HoVerNet -from monai.transforms.post.array import GetInstancelabelledSegMap +from monai.transforms.post.array import GetInstanceLevelSegMap, Activations, AsDiscrete from monai.transforms.transform import Transform from monai.transforms.utils import generate_spatial_bounding_box +from monai.utils.enums import TransformBackends from monai.utils import convert_to_numpy, optional_import find_contours, has_findcontours = optional_import("skimage.measure", name="find_contours") @@ -205,28 +206,51 @@ def _sp_contours_to_cv(contours, h, w): class PostProcessHoVerNetOutput(Transform): """Post processing script for image tiles. Args: - output_classes: number of types considered at output of nc branch - return_centroids: whether to generate coords for each nucleus instance + output_classes: number of types considered at output of NC branch. + return_centroids: whether to generate coords for each nucleus instance. + Defaults to True. """ - - def __init__(self, output_classes: Optional[int] = None, return_centroids: bool = True) -> None: + + backend = [TransformBackends.TORCH] + + def __init__( + self, + output_classes: Optional[int] = None, + return_centroids: bool = True, + threshold_pred: float = 0.5, + threshold_overall: float = 0.4, + min_size: int = 10, + sigma: Union[Sequence[float], float, Sequence[torch.Tensor], torch.Tensor] = 0.4, + kernel_size: int = 17, + radius: int = 2, + ) -> None: self.output_classes = output_classes self.return_centroids = return_centroids - - def __call__(self, pred: Mapping[Hashable, NdarrayOrTensor]): + self.getinstancelevelsegmap = GetInstanceLevelSegMap( + threshold_pred = threshold_pred, + threshold_overall = threshold_overall, + min_size = min_size, + sigma = sigma, + kernel_size = kernel_size, + radius = radius, + ) + + def __call__(self, pred: Mapping[Hashable, torch.Tensor]): """ Args: - pred: a dict combined output of NC, NP and HV branches + pred: a dict combined output of NC, NP and HV branches. Returns: - pred_inst: pixel-wise nuclear instance segmentation prediction - pred_type: pixel-wise nuclear type prediction + pred_inst: pixel-wise nuclear instance segmentation prediction. + inst_info_dict: a instance-level information dictionary containing bounding_box, centroid and contour. + If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. """ NP_pred = pred[HoVerNet.Branch.NP.value] HV_pred = pred[HoVerNet.Branch.HV.value] if self.output_classes is not None: NC_pred = pred[HoVerNet.Branch.NC.value] + NC_pred = AsDiscrete(argmax=True)(Activations(softmax=True)(NC_pred)) - pred_inst = GetInstancelabelledSegMap()(NP_pred, HV_pred) + pred_inst = self.getinstancelevelsegmap(NP_pred, HV_pred) inst_info_dict = None if self.return_centroids or self.output_classes is not None: diff --git a/tests/RUA.py b/tests/RUA.py new file mode 100644 index 0000000000..243f5977b5 --- /dev/null +++ b/tests/RUA.py @@ -0,0 +1,210 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import numpy as np +from skimage.measure import find_contours + +from monai.transforms.utils import generate_spatial_bounding_box + + +def _coords_to_pixel(current, previous): + """For contour coordinate generation. + Given the previous and current border positions, + returns the int pixel that marks the extremity + of the segmented pixels + """ + + p_delta = (current[0] - previous[0], current[1] - previous[1]) + + if p_delta == (0.0, 1.0): + row = int(current[0] + 0.5) + col = int(current[1]) + elif p_delta == (0.0, -1.0): + row = int(current[0]) + col = int(current[1]) + elif p_delta == (0.5, 0.5): + row = int(current[0] + 0.5) + col = int(current[1]) + elif p_delta == (0.5, -0.5): + row = int(current[0]) + col = int(current[1]) + elif p_delta == (1.0, 0.0): + row = int(current[0] + 0.5) + col = int(current[1]) + elif p_delta == (-1, 0.0): + row = int(current[0]) + col = int(current[1] + 0.5) + elif p_delta == (-0.5, 0.5): + row = int(current[0] + 0.5) + col = int(current[1] + 0.5) + elif p_delta == (-0.5, -0.5): + row = int(current[0]) + col = int(current[1] + 0.5) + + return row, col + + +def _dist_from_topleft(sequence, h, w): + """For contour coordinate generation. + Each sequence of cordinates describes a boundary between + foreground and background starting and ending at two sides + of the bounding box. To order the sequences correctly, + we compute the distannce from the topleft of the bounding box + around the perimeter in a clock-wise direction. + Args: + sequence: list of border points + h: height of the bounding box + w: width of the bounding box + Returns: + distance: the distance round the perimeter of the bounding + box from the top-left origin + """ + + first = sequence[0] + if first[0] == 0: + distance = first[1] + elif first[1] == w - 1: + distance = w + first[0] + elif first[0] == h - 1: + distance = 2 * w + h - first[1] + else: + distance = 2 * (w + h) - first[0] + + return distance + + +def _sp_contours_to_cv(contours, h, w): + """Converts Scipy-style contours to a more succinct version + which only includes the pixels to which lines need to + be drawn (i.e. not the intervening pixels along each line). + Args: + contours: scipy-style clockwise line segments, with line separating foreground/background + h: Height of bounding box - used to detect direction of line segment + w: Width of bounding box - used to detect direction of line segment + Returns: + pixels: the pixels that need to be joined by straight lines to + describe the outmost pixels of the foreground similar to + OpenCV's cv.CHAIN_APPROX_SIMPLE (anti-clockwise) + """ + pixels = None + sequences = [] + corners = [False, False, False, False] + + for group in contours: + sequence = [] + last_added = None + prev = None + corner = -1 + + for i, coord in enumerate(group): + if i == 0: + if coord[0] == 0.0: + # originating from the top, so must be heading south east + corner = 1 + pixel = (0, int(coord[1] - 0.5)) + if pixel[1] == w - 1: + corners[1] = True + elif pixel[1] == 0.0: + corners[0] = True + elif coord[1] == 0.0: + corner = 0 + # originating from the left, so must be heading north east + pixel = (int(coord[0] + 0.5), 0) + elif coord[0] == h - 1: + corner = 3 + # originating from the bottom, so must be heading north west + pixel = (int(coord[0]), int(coord[1] + 0.5)) + if pixel[1] == w - 1: + corners[2] = True + elif coord[1] == w - 1: + corner = 2 + # originating from the right, so must be heading south west + pixel = (int(coord[0] - 0.5), int(coord[1])) + + sequence.append(pixel) + last_added = pixel + elif i == len(group) - 1: + # add this point + pixel = _coords_to_pixel(coord, prev) + if pixel != last_added: + sequence.append(pixel) + last_added = pixel + elif np.any(coord - prev != group[i + 1] - coord): + pixel = _coords_to_pixel(coord, prev) + if pixel != last_added: + sequence.append(pixel) + last_added = pixel + + # flag whether each corner has been crossed + if i == len(group) - 1: + if corner == 0: + if coord[0] == 0: + corners[corner] = True + elif corner == 1: + if coord[1] == w - 1: + corners[corner] = True + elif corner == 2: + if coord[0] == h - 1: + corners[corner] = True + elif corner == 3: + if coord[1] == 0.0: + corners[corner] = True + + prev = coord + + dist = _dist_from_topleft(sequence, h, w) + + sequences.append({"distance": dist, "sequence": sequence}) + + # check whether we need to insert any missing corners + if corners[0] is False: + sequences.append({"distance": 0, "sequence": [(0, 0)]}) + if corners[1] is False: + sequences.append({"distance": w, "sequence": [(0, w - 1)]}) + if corners[2] is False: + sequences.append({"distance": w + h, "sequence": [(h - 1, w - 1)]}) + if corners[3] is False: + sequences.append({"distance": 2 * w + h, "sequence": [(h - 1, 0)]}) + + # now, join the sequences into a single contour + # starting at top left and rotating clockwise + sequences.sort(key=lambda x: x.get("distance")) + + last = (-1, -1) + for sequence in sequences: + if sequence["sequence"][0] == last: + pixels.pop() + + if pixels: + pixels = [*pixels, *sequence["sequence"]] + else: + pixels = sequence["sequence"] + + last = pixels[-1] + + if pixels[0] == last: + pixels.pop(0) + + if pixels[0] == (0, 0): + pixels.append(pixels.pop(0)) + + pixels = np.array(pixels).astype("int32") + pixels = np.flip(pixels) + + return pixels + + +a = np.array([[0, 1, 1, 1], [1, 1, 1, 1], [1, 1, 1, 1], [1, 1, 1, 0]]) +print(a) +b = find_contours(a, 0.5) +print(b) + +pixels = _sp_contours_to_cv(b, 4, 4) +print(pixels) diff --git a/tests/test_postprocess_hovernet_output.py b/tests/test_postprocess_hovernet_output.py new file mode 100644 index 0000000000..f559205af7 --- /dev/null +++ b/tests/test_postprocess_hovernet_output.py @@ -0,0 +1,85 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms import PostProcessHoVerNetOutput +from monai.transforms.intensity.array import ComputeHoVerMaps +from monai.networks.nets import HoVerNet +from monai.utils import min_version, optional_import +from tests.utils import TEST_NDARRAYS + +_, has_skimage = optional_import("skimage", "0.19.3", min_version) + + +TESTS = [] +for p in TEST_NDARRAYS: + TEST_CASE_MASK = np.zeros((1, 10, 10), dtype="int16") + TEST_CASE_MASK[:, 2:6, 2:6] = 1 + TEST_CASE_MASK[:, 7:10, 7:10] = 2 + mask = p(TEST_CASE_MASK) + + TEST_CASE_NP = np.zeros((1, 10, 10)) + TEST_CASE_NP[:, 2:6, 2:6] = 0.7 + TEST_CASE_NP[:, 7:10, 7:10] = 0.6 + probs_map_np = p(TEST_CASE_NP) + + TEST_CASE_NC = np.zeros((2, 10, 10)) + TEST_CASE_NC[0, 2:6, 2:6] = 0.8 + TEST_CASE_NC[1, 2:6, 2:6] = 1.8 + TEST_CASE_NC[0, 7:10, 7:10] = 0.6 + TEST_CASE_NC[1, 7:10, 7:10] = 1.9 + probs_map_nc = p(TEST_CASE_NC) + + expected_shape = (1, 10, 10) + TESTS.append( + [ + { + "threshold_pred": 0.5, + "threshold_overall": 0.4, + "min_size": 4, + "sigma": 0.4, + "kernel_size": 3, + "radius": 2, + }, + p, + probs_map_np, + probs_map_nc, + mask, + expected_shape, + ] + ) + + +@unittest.skipUnless(has_skimage, "Requires scikit-image library.") +class TestGetInstanceLevelSegMap(unittest.TestCase): + @parameterized.expand(TESTS) + def test_output(self, args, in_type, probs_map_np, probs_map_nc, mask, expected): + + hover_map = in_type(ComputeHoVerMaps()(mask)) + pred = { + HoVerNet.Branch.NP.value: probs_map_np, + HoVerNet.Branch.NC.value: probs_map_nc, + HoVerNet.Branch.HV.value: hover_map, + } + + postprocesshovernetoutput = PostProcessHoVerNetOutput(**args) + output = postprocesshovernetoutput(pred) + + # temporarily only test shape + self.assertTupleEqual(output[0].shape, expected) + + +if __name__ == "__main__": + unittest.main() From 93437f41e103ed27fefed537ee72cb3664cbd160 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 21 Sep 2022 10:37:06 +0000 Subject: [PATCH 03/34] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- monai/apps/pathology/transforms/__init__.py | 2 +- monai/apps/pathology/transforms/post/__init__.py | 2 +- monai/apps/pathology/transforms/post/array.py | 9 ++++----- tests/RUA.py | 1 - 4 files changed, 6 insertions(+), 8 deletions(-) diff --git a/monai/apps/pathology/transforms/__init__.py b/monai/apps/pathology/transforms/__init__.py index 9fdaf5b29c..c4df936fb5 100644 --- a/monai/apps/pathology/transforms/__init__.py +++ b/monai/apps/pathology/transforms/__init__.py @@ -20,4 +20,4 @@ NormalizeHEStainsD, NormalizeHEStainsDict, ) -from .post.array import PostProcessHoVerNetOutput \ No newline at end of file +from .post.array import PostProcessHoVerNetOutput diff --git a/monai/apps/pathology/transforms/post/__init__.py b/monai/apps/pathology/transforms/post/__init__.py index 14d8a94d12..bdf89305a0 100644 --- a/monai/apps/pathology/transforms/post/__init__.py +++ b/monai/apps/pathology/transforms/post/__init__.py @@ -9,4 +9,4 @@ # See the License for the specific language governing permissions and # limitations under the License. -from .array import PostProcessHoVerNetOutput \ No newline at end of file +from .array import PostProcessHoVerNetOutput diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 4889857013..e27d246d20 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -14,7 +14,6 @@ import numpy as np import torch -from monai.config.type_definitions import NdarrayOrTensor from monai.networks.nets import HoVerNet from monai.transforms.post.array import GetInstanceLevelSegMap, Activations, AsDiscrete from monai.transforms.transform import Transform @@ -210,12 +209,12 @@ class PostProcessHoVerNetOutput(Transform): return_centroids: whether to generate coords for each nucleus instance. Defaults to True. """ - + backend = [TransformBackends.TORCH] def __init__( - self, - output_classes: Optional[int] = None, + self, + output_classes: Optional[int] = None, return_centroids: bool = True, threshold_pred: float = 0.5, threshold_overall: float = 0.4, @@ -241,7 +240,7 @@ def __call__(self, pred: Mapping[Hashable, torch.Tensor]): pred: a dict combined output of NC, NP and HV branches. Returns: pred_inst: pixel-wise nuclear instance segmentation prediction. - inst_info_dict: a instance-level information dictionary containing bounding_box, centroid and contour. + inst_info_dict: a instance-level information dictionary containing bounding_box, centroid and contour. If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. """ NP_pred = pred[HoVerNet.Branch.NP.value] diff --git a/tests/RUA.py b/tests/RUA.py index 243f5977b5..597f87e11f 100644 --- a/tests/RUA.py +++ b/tests/RUA.py @@ -11,7 +11,6 @@ import numpy as np from skimage.measure import find_contours -from monai.transforms.utils import generate_spatial_bounding_box def _coords_to_pixel(current, previous): From ae0862cebbbdf8bf80cfd5f7ef4cee3e566ef433 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Wed, 21 Sep 2022 23:18:43 +0800 Subject: [PATCH 04/34] add dictionary tranform Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/__init__.py | 3 +- .../pathology/transforms/post/__init__.py | 1 + monai/apps/pathology/transforms/post/array.py | 51 ++++---- .../pathology/transforms/post/dictionary.py | 115 ++++++++++++++++++ tests/test_postprocess_hovernet_output.py | 12 +- tests/test_postprocess_hovernet_outputd.py | 87 +++++++++++++ 6 files changed, 236 insertions(+), 33 deletions(-) create mode 100644 monai/apps/pathology/transforms/post/dictionary.py create mode 100644 tests/test_postprocess_hovernet_outputd.py diff --git a/monai/apps/pathology/transforms/__init__.py b/monai/apps/pathology/transforms/__init__.py index c4df936fb5..fb4af68b1b 100644 --- a/monai/apps/pathology/transforms/__init__.py +++ b/monai/apps/pathology/transforms/__init__.py @@ -9,6 +9,8 @@ # See the License for the specific language governing permissions and # limitations under the License. +from .post.array import PostProcessHoVerNetOutput +from .post.dictionary import PostProcessHoVerNetOutputD, PostProcessHoVerNetOutputd, PostProcessHoVerNetOutputDict from .spatial.array import SplitOnGrid, TileOnGrid from .spatial.dictionary import SplitOnGridd, SplitOnGridD, SplitOnGridDict, TileOnGridd, TileOnGridD, TileOnGridDict from .stain.array import ExtractHEStains, NormalizeHEStains @@ -20,4 +22,3 @@ NormalizeHEStainsD, NormalizeHEStainsDict, ) -from .post.array import PostProcessHoVerNetOutput diff --git a/monai/apps/pathology/transforms/post/__init__.py b/monai/apps/pathology/transforms/post/__init__.py index bdf89305a0..6397b55a4b 100644 --- a/monai/apps/pathology/transforms/post/__init__.py +++ b/monai/apps/pathology/transforms/post/__init__.py @@ -10,3 +10,4 @@ # limitations under the License. from .array import PostProcessHoVerNetOutput +from .dictionary import PostProcessHoVerNetOutputD, PostProcessHoVerNetOutputd, PostProcessHoVerNetOutputDict diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index e27d246d20..7cbfd3c27c 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -9,17 +9,19 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Hashable, Mapping, Optional, Union, Sequence +from typing import Optional, Sequence, Union import numpy as np import torch -from monai.networks.nets import HoVerNet +from monai.config.type_definitions import NdarrayOrTensor +from monai.data.meta_tensor import get_track_meta + from monai.transforms.post.array import GetInstanceLevelSegMap, Activations, AsDiscrete +from monai.transforms.croppad.array import BoundingRect from monai.transforms.transform import Transform -from monai.transforms.utils import generate_spatial_bounding_box +from monai.utils import convert_to_numpy, convert_to_tensor, optional_import from monai.utils.enums import TransformBackends -from monai.utils import convert_to_numpy, optional_import find_contours, has_findcontours = optional_import("skimage.measure", name="find_contours") moments, has_moments = optional_import("skimage.measure", name="moments") @@ -222,34 +224,38 @@ def __init__( sigma: Union[Sequence[float], float, Sequence[torch.Tensor], torch.Tensor] = 0.4, kernel_size: int = 17, radius: int = 2, - ) -> None: + ) -> None: self.output_classes = output_classes self.return_centroids = return_centroids - self.getinstancelevelsegmap = GetInstanceLevelSegMap( - threshold_pred = threshold_pred, - threshold_overall = threshold_overall, - min_size = min_size, - sigma = sigma, - kernel_size = kernel_size, - radius = radius, + + self.get_bbox = BoundingRect() + self.get_instance_level_seg_map = GetInstanceLevelSegMap( + threshold_pred=threshold_pred, + threshold_overall=threshold_overall, + min_size=min_size, + sigma=sigma, + kernel_size=kernel_size, + radius=radius, ) - def __call__(self, pred: Mapping[Hashable, torch.Tensor]): + def __call__(self, NP_pred: NdarrayOrTensor, HV_pred: NdarrayOrTensor, NC_pred: Optional[NdarrayOrTensor] = None): """ Args: - pred: a dict combined output of NC, NP and HV branches. + NP_pred: segmentation branch output with shape [1, W, H, [D]]. + HV_pred: hover map branch output with shape [2, W, H, [D]]. + NC_pred: classification branch output with shape [1, W, H, [D]]. Defaults to None. Returns: pred_inst: pixel-wise nuclear instance segmentation prediction. inst_info_dict: a instance-level information dictionary containing bounding_box, centroid and contour. If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. """ - NP_pred = pred[HoVerNet.Branch.NP.value] - HV_pred = pred[HoVerNet.Branch.HV.value] - if self.output_classes is not None: - NC_pred = pred[HoVerNet.Branch.NC.value] + NP_pred = convert_to_tensor(NP_pred, track_meta=get_track_meta()) + HV_pred = convert_to_tensor(HV_pred, track_meta=get_track_meta()) + if NC_pred is not None: NC_pred = AsDiscrete(argmax=True)(Activations(softmax=True)(NC_pred)) + NC_pred = convert_to_tensor(NC_pred, track_meta=get_track_meta()) - pred_inst = self.getinstancelevelsegmap(NP_pred, HV_pred) + pred_inst = self.get_instance_level_seg_map(NP_pred, HV_pred) inst_info_dict = None if self.return_centroids or self.output_classes is not None: @@ -257,9 +263,8 @@ def __call__(self, pred: Mapping[Hashable, torch.Tensor]): inst_info_dict = {} for inst_id in inst_id_list: inst_map = pred_inst == inst_id - box_start, box_end = generate_spatial_bounding_box(inst_map) - inst_bbox = torch.tensor([box_start, box_end]) - inst_map = inst_map[inst_bbox[0][0] : inst_bbox[1][0], inst_bbox[0][1] : inst_bbox[1][1]] + inst_bbox = self.get_bbox(inst_map) + inst_map = inst_map[inst_bbox[0][0] : inst_bbox[0][1], inst_bbox[1][0] : inst_bbox[1][1]] inst_map_np = convert_to_numpy(inst_map.squeeze(), dtype=np.uint8) # squeeze remove channel dim inst_moment = moments(inst_map_np, order=3) @@ -305,4 +310,4 @@ def __call__(self, pred: Mapping[Hashable, torch.Tensor]): inst_info_dict[inst_id]["type"] = int(inst_type) inst_info_dict[inst_id]["type_probability"] = float(type_prob) - return pred_inst, inst_info_dict + return (pred_inst, inst_info_dict) diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py new file mode 100644 index 0000000000..58f8b3ea20 --- /dev/null +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -0,0 +1,115 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from typing import Hashable, Mapping, Optional, Sequence, Union + +import numpy as np +import torch + +from monai.apps.pathology.transforms.post.array import PostProcessHoVerNetOutput +from monai.config import KeysCollection +from monai.config.type_definitions import NdarrayOrTensor +from monai.networks.nets import HoVerNet +from monai.transforms.transform import MapTransform +from monai.utils import optional_import + +find_contours, has_findcontours = optional_import("skimage.measure", name="find_contours") +moments, has_moments = optional_import("skimage.measure", name="moments") + +__all__ = ["PostProcessHoVerNetOutputDict", "PostProcessHoVerNetOutputD", "PostProcessHoVerNetOutputd"] + + +class PostProcessHoVerNetOutputd(MapTransform): + """ + Post processing script for image tiles. It assumes that the output of the network is a dictionary, including segmentation, + hovermap, and classification(optional) branch. + """ + + backend = PostProcessHoVerNetOutput.backend + + def __init__( + self, + keys: KeysCollection = HoVerNet.Branch.NP.value, + HV_pred_key: str = HoVerNet.Branch.HV.value, + NC_pred_key: str = HoVerNet.Branch.NC.value, + inst_info_dict_key: str = "inst_info", + output_classes: Optional[int] = None, + return_centroids: bool = True, + threshold_pred: float = 0.5, + threshold_overall: float = 0.4, + min_size: int = 10, + sigma: Union[Sequence[float], float, Sequence[torch.Tensor], torch.Tensor] = 0.4, + kernel_size: int = 17, + radius: int = 2, + allow_missing_keys: bool = False, + ) -> None: + """ + Args: + HV_pred_key: hover map branch output key. Defaults to `HoVerNet.Branch.HV.value`. + NC_pred_key: classification branch output key. Defaults to `HoVerNet.Branch.NC.value`. + inst_info_dict_key: a dict contaning a instance-level information dictionary will be added, which including bounding_box, + centroid and contour. If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. + Defaults to "inst_info". + threshold_pred: threshold the float values of prediction to int 0 or 1 with specified theashold. Defaults to 0.5. + threshold_overall: threshold the float values of overall gradient map to int 0 or 1 with specified theashold. + Defaults to 0.4. + min_size: objects smaller than this size are removed. Defaults to 10. + sigma: std. could be a single value, or `spatial_dims` number of values. Defaults to 0.4. + kernel_size: the size of the Sobel kernel. Defaults to 17. + radius: the radius of the disk-shaped footprint. Defaults to 2. + output_classes: number of types considered at output of NC branch. + return_centroids: whether to generate coords for each nucleus instance. + Defaults to True. + allow_missing_keys: don't raise exception if key is missing. + """ + super().__init__(keys, allow_missing_keys) + self.NP_pred_key = keys + self.HV_pred_key = HV_pred_key + self.NC_pred_key = NC_pred_key + self.inst_info_dict_key = inst_info_dict_key + self.output_classes = output_classes + self.return_centroids = return_centroids + + self.converter = PostProcessHoVerNetOutput( + output_classes=output_classes, + return_centroids=return_centroids, + threshold_pred=threshold_pred, + threshold_overall=threshold_overall, + min_size=min_size, + sigma=sigma, + kernel_size=kernel_size, + radius=radius, + ) + + def __call__(self, pred: Mapping[Hashable, NdarrayOrTensor]): + """ + Args: + pred: a dict combined output of classification(NC, optional), segmentation(NP) and hover map(HV) branches. + Returns: + pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary stored in + `inst_info_dict_key`. + """ + d = dict(pred) + for key in self.key_iterator(d): + NP_pred = d[key] + HV_pred = d[self.HV_pred_key] + if self.output_classes is not None: + NC_pred = d[self.NC_pred_key] + else: + NC_pred = None + + d[key], inst_info_dict = self.converter(NP_pred, HV_pred, NC_pred) + d[self.inst_info_dict_key] = inst_info_dict + + return d + + +PostProcessHoVerNetOutputDict = PostProcessHoVerNetOutputD = PostProcessHoVerNetOutputd diff --git a/tests/test_postprocess_hovernet_output.py b/tests/test_postprocess_hovernet_output.py index f559205af7..0b4f743e1f 100644 --- a/tests/test_postprocess_hovernet_output.py +++ b/tests/test_postprocess_hovernet_output.py @@ -15,8 +15,8 @@ from parameterized import parameterized from monai.apps.pathology.transforms import PostProcessHoVerNetOutput -from monai.transforms.intensity.array import ComputeHoVerMaps from monai.networks.nets import HoVerNet +from monai.transforms.intensity.array import ComputeHoVerMaps from monai.utils import min_version, optional_import from tests.utils import TEST_NDARRAYS @@ -63,19 +63,13 @@ @unittest.skipUnless(has_skimage, "Requires scikit-image library.") -class TestGetInstanceLevelSegMap(unittest.TestCase): +class TestPostProcessHoVerNetOutput(unittest.TestCase): @parameterized.expand(TESTS) def test_output(self, args, in_type, probs_map_np, probs_map_nc, mask, expected): - hover_map = in_type(ComputeHoVerMaps()(mask)) - pred = { - HoVerNet.Branch.NP.value: probs_map_np, - HoVerNet.Branch.NC.value: probs_map_nc, - HoVerNet.Branch.HV.value: hover_map, - } postprocesshovernetoutput = PostProcessHoVerNetOutput(**args) - output = postprocesshovernetoutput(pred) + output = postprocesshovernetoutput(probs_map_np, hover_map, probs_map_nc) # temporarily only test shape self.assertTupleEqual(output[0].shape, expected) diff --git a/tests/test_postprocess_hovernet_outputd.py b/tests/test_postprocess_hovernet_outputd.py new file mode 100644 index 0000000000..f011daca66 --- /dev/null +++ b/tests/test_postprocess_hovernet_outputd.py @@ -0,0 +1,87 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms import PostProcessHoVerNetOutputd +from monai.networks.nets import HoVerNet +from monai.transforms.intensity.array import ComputeHoVerMaps +from monai.utils import min_version, optional_import +from tests.utils import TEST_NDARRAYS + +_, has_skimage = optional_import("skimage", "0.19.3", min_version) + + +TESTS = [] +for p in TEST_NDARRAYS: + TEST_CASE_MASK = np.zeros((1, 10, 10), dtype="int16") + TEST_CASE_MASK[:, 2:6, 2:6] = 1 + TEST_CASE_MASK[:, 7:10, 7:10] = 2 + mask = p(TEST_CASE_MASK) + + TEST_CASE_NP = np.zeros((1, 10, 10)) + TEST_CASE_NP[:, 2:6, 2:6] = 0.7 + TEST_CASE_NP[:, 7:10, 7:10] = 0.6 + probs_map_np = p(TEST_CASE_NP) + + TEST_CASE_NC = np.zeros((2, 10, 10)) + TEST_CASE_NC[0, 2:6, 2:6] = 0.8 + TEST_CASE_NC[1, 2:6, 2:6] = 1.8 + TEST_CASE_NC[0, 7:10, 7:10] = 0.6 + TEST_CASE_NC[1, 7:10, 7:10] = 1.9 + probs_map_nc = p(TEST_CASE_NC) + + expected_shape = (1, 10, 10) + TESTS.append( + [ + { + "output_classes": 2, + "threshold_pred": 0.5, + "threshold_overall": 0.4, + "min_size": 4, + "sigma": 0.4, + "kernel_size": 3, + "radius": 2, + }, + p, + probs_map_np, + probs_map_nc, + mask, + expected_shape, + ] + ) + + +@unittest.skipUnless(has_skimage, "Requires scikit-image library.") +class TestPostProcessHoVerNetOutputd(unittest.TestCase): + @parameterized.expand(TESTS) + def test_output(self, args, in_type, probs_map_np, probs_map_nc, mask, expected): + + hover_map = in_type(ComputeHoVerMaps()(mask)) + pred = { + HoVerNet.Branch.NP.value: probs_map_np, + HoVerNet.Branch.NC.value: probs_map_nc, + HoVerNet.Branch.HV.value: hover_map, + } + + post_process_hovernet_output = PostProcessHoVerNetOutputd(keys=HoVerNet.Branch.NP.value, **args) + output = post_process_hovernet_output(pred) + + # temporarily only test shape + self.assertTupleEqual(output[HoVerNet.Branch.NP.value].shape, expected) + self.assertIsInstance(output["inst_info"], dict) + + +if __name__ == "__main__": + unittest.main() From 1c9992952fe4f01c41a0b4b1ea69fef13864421a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 21 Sep 2022 15:19:37 +0000 Subject: [PATCH 05/34] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- monai/apps/pathology/transforms/post/dictionary.py | 1 - tests/test_postprocess_hovernet_output.py | 1 - 2 files changed, 2 deletions(-) diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 58f8b3ea20..35e85f3802 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -11,7 +11,6 @@ from typing import Hashable, Mapping, Optional, Sequence, Union -import numpy as np import torch from monai.apps.pathology.transforms.post.array import PostProcessHoVerNetOutput diff --git a/tests/test_postprocess_hovernet_output.py b/tests/test_postprocess_hovernet_output.py index 0b4f743e1f..4b27e3cfa3 100644 --- a/tests/test_postprocess_hovernet_output.py +++ b/tests/test_postprocess_hovernet_output.py @@ -15,7 +15,6 @@ from parameterized import parameterized from monai.apps.pathology.transforms import PostProcessHoVerNetOutput -from monai.networks.nets import HoVerNet from monai.transforms.intensity.array import ComputeHoVerMaps from monai.utils import min_version, optional_import from tests.utils import TEST_NDARRAYS From fac143c0295a77676b7ce3564dbff54da93cbc48 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Thu, 22 Sep 2022 14:26:43 +0800 Subject: [PATCH 06/34] update docstring and doc Signed-off-by: KumoLiu --- docs/source/apps.rst | 11 +++ monai/apps/pathology/transforms/post/array.py | 89 ++++++++++++------- .../pathology/transforms/post/dictionary.py | 66 +++++++------- 3 files changed, 101 insertions(+), 65 deletions(-) diff --git a/docs/source/apps.rst b/docs/source/apps.rst index b9da2625fc..a965e549ff 100644 --- a/docs/source/apps.rst +++ b/docs/source/apps.rst @@ -126,6 +126,17 @@ Applications .. autoclass:: TileOnGridd :members: +.. automodule:: monai.apps.pathology.transforms.post.array +.. autofunction:: _coords_to_pixel +.. autofunction:: _dist_from_topleft +.. autofunction:: _sp_contours_to_cv +.. autoclass:: PostProcessHoVerNetOutput + :members: + +.. automodule:: monai.apps.pathology.transforms.post.dictionary +.. autoclass:: PostProcessHoVerNetOutputd + :members: + `Detection` ----------- diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 7cbfd3c27c..4a1ac7fb8e 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -16,24 +16,30 @@ from monai.config.type_definitions import NdarrayOrTensor from monai.data.meta_tensor import get_track_meta +from monai.transforms.croppad.array import BoundingRect from monai.transforms.post.array import GetInstanceLevelSegMap, Activations, AsDiscrete -from monai.transforms.croppad.array import BoundingRect from monai.transforms.transform import Transform from monai.utils import convert_to_numpy, convert_to_tensor, optional_import from monai.utils.enums import TransformBackends -find_contours, has_findcontours = optional_import("skimage.measure", name="find_contours") -moments, has_moments = optional_import("skimage.measure", name="moments") +find_contours, _ = optional_import("skimage.measure", name="find_contours") +moments, _ = optional_import("skimage.measure", name="moments") + __all__ = ["PostProcessHoVerNetOutput"] -def _coords_to_pixel(current, previous): - """For contour coordinate generation. +def _coords_to_pixel(current, previous) -> Sequence[int]: + """ + For contour coordinate generation. Given the previous and current border positions, returns the int pixel that marks the extremity of the segmented pixels + + Args: + current: coordinates of the current border positions + previous: coordinates of the previous border positions """ p_delta = (current[0] - previous[0], current[1] - previous[1]) @@ -54,20 +60,23 @@ def _coords_to_pixel(current, previous): return row, col -def _dist_from_topleft(sequence, h, w): - """For contour coordinate generation. +def _dist_from_topleft(sequence, h, w) -> int: + """ + For contour coordinate generation. Each sequence of cordinates describes a boundary between foreground and background starting and ending at two sides of the bounding box. To order the sequences correctly, we compute the distannce from the topleft of the bounding box around the perimeter in a clock-wise direction. - Args: - sequence: list of border points - h: height of the bounding box - w: width of the bounding box - Returns: - distance: the distance round the perimeter of the bounding - box from the top-left origin + + Args: + sequence: list of border points + h: height of the bounding box + w: width of the bounding box + + Returns: + the distance round the perimeter of the bounding + box from the top-left origin """ first = sequence[0] @@ -83,18 +92,21 @@ def _dist_from_topleft(sequence, h, w): return distance -def _sp_contours_to_cv(contours, h, w): - """Converts Scipy-style contours to a more succinct version - which only includes the pixels to which lines need to - be drawn (i.e. not the intervening pixels along each line). +def _sp_contours_to_cv(contours, h, w) -> np.array: + """ + Converts Scipy-style contours to a more succinct version + which only includes the pixels to which lines need to + be drawn (i.e. not the intervening pixels along each line). + Args: contours: scipy-style clockwise line segments, with line separating foreground/background h: Height of bounding box - used to detect direction of line segment w: Width of bounding box - used to detect direction of line segment + Returns: - pixels: the pixels that need to be joined by straight lines to - describe the outmost pixels of the foreground similar to - OpenCV's cv.CHAIN_APPROX_SIMPLE (anti-clockwise) + the pixels that need to be joined by straight lines to + describe the outmost pixels of the foreground similar to + OpenCV's cv.CHAIN_APPROX_SIMPLE (anti-clockwise) """ pixels = None sequences = [] @@ -205,11 +217,22 @@ def _sp_contours_to_cv(contours, h, w): class PostProcessHoVerNetOutput(Transform): - """Post processing script for image tiles. + """ + Post processing script for image tiles. It assumes network has three branches, with a segmentation branch that returns `np_pred`, + a hover map branch that returns `hv_pred` and an optional classification branch that returns `nc_pred`. After this tranform, it + will return pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary. + Args: output_classes: number of types considered at output of NC branch. return_centroids: whether to generate coords for each nucleus instance. Defaults to True. + threshold_pred: threshold the float values of prediction to int 0 or 1 with specified theashold. Defaults to 0.5. + threshold_overall: threshold the float values of overall gradient map to int 0 or 1 with specified theashold. + Defaults to 0.4. + min_size: objects smaller than this size are removed. Defaults to 10. + sigma: std. could be a single value, or `spatial_dims` number of values. Defaults to 0.4. + kernel_size: the size of the Sobel kernel. Defaults to 17. + radius: the radius of the disk-shaped footprint. Defaults to 2. """ backend = [TransformBackends.TORCH] @@ -238,24 +261,24 @@ def __init__( radius=radius, ) - def __call__(self, NP_pred: NdarrayOrTensor, HV_pred: NdarrayOrTensor, NC_pred: Optional[NdarrayOrTensor] = None): + def __call__(self, np_pred: NdarrayOrTensor, hv_pred: NdarrayOrTensor, nc_pred: Optional[NdarrayOrTensor] = None): """ Args: - NP_pred: segmentation branch output with shape [1, W, H, [D]]. - HV_pred: hover map branch output with shape [2, W, H, [D]]. - NC_pred: classification branch output with shape [1, W, H, [D]]. Defaults to None. + np_pred: segmentation branch output with shape [1, W, H, [D]]. + hv_pred: hover map branch output with shape [2, W, H, [D]]. + nc_pred: classification branch output with shape [1, W, H, [D]]. Defaults to None. Returns: pred_inst: pixel-wise nuclear instance segmentation prediction. inst_info_dict: a instance-level information dictionary containing bounding_box, centroid and contour. If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. """ - NP_pred = convert_to_tensor(NP_pred, track_meta=get_track_meta()) - HV_pred = convert_to_tensor(HV_pred, track_meta=get_track_meta()) - if NC_pred is not None: - NC_pred = AsDiscrete(argmax=True)(Activations(softmax=True)(NC_pred)) - NC_pred = convert_to_tensor(NC_pred, track_meta=get_track_meta()) + np_pred = convert_to_tensor(np_pred, track_meta=get_track_meta()) + hv_pred = convert_to_tensor(hv_pred, track_meta=get_track_meta()) + if nc_pred is not None: + nc_pred = AsDiscrete(argmax=True)(Activations(softmax=True)(nc_pred)) + nc_pred = convert_to_tensor(nc_pred, track_meta=get_track_meta()) - pred_inst = self.get_instance_level_seg_map(NP_pred, HV_pred) + pred_inst = self.get_instance_level_seg_map(np_pred, hv_pred) inst_info_dict = None if self.return_centroids or self.output_classes is not None: @@ -295,7 +318,7 @@ def __call__(self, NP_pred: NdarrayOrTensor, HV_pred: NdarrayOrTensor, NC_pred: for inst_id in list(inst_info_dict.keys()): rmin, cmin, rmax, cmax = (inst_info_dict[inst_id]["bounding_box"]).flatten() inst_map_crop = pred_inst[:, rmin:rmax, cmin:cmax] - inst_type_crop = NC_pred[:, rmin:rmax, cmin:cmax] + inst_type_crop = nc_pred[:, rmin:rmax, cmin:cmax] inst_map_crop = inst_map_crop == inst_id inst_type = inst_type_crop[inst_map_crop] type_list, type_pixels = torch.unique(inst_type, return_counts=True) diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 35e85f3802..8b8a4c0eb3 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -13,23 +13,43 @@ import torch -from monai.apps.pathology.transforms.post.array import PostProcessHoVerNetOutput from monai.config import KeysCollection from monai.config.type_definitions import NdarrayOrTensor from monai.networks.nets import HoVerNet from monai.transforms.transform import MapTransform from monai.utils import optional_import -find_contours, has_findcontours = optional_import("skimage.measure", name="find_contours") -moments, has_moments = optional_import("skimage.measure", name="moments") +from .array import PostProcessHoVerNetOutput + +find_contours, _ = optional_import("skimage.measure", name="find_contours") +moments, _ = optional_import("skimage.measure", name="moments") __all__ = ["PostProcessHoVerNetOutputDict", "PostProcessHoVerNetOutputD", "PostProcessHoVerNetOutputd"] class PostProcessHoVerNetOutputd(MapTransform): """ - Post processing script for image tiles. It assumes that the output of the network is a dictionary, including segmentation, - hovermap, and classification(optional) branch. + Dictionary-based transform that post processing image tiles. It assumes network has three branches, with a segmentation branch that + returns `np_pred`, a hover map branch that returns `hv_pred` and an optional classification branch that returns `nc_pred`. After this + tranform, it will return pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary. + + Args: + hv_pred_key: hover map branch output key. Defaults to `HoVerNet.Branch.HV.value`. + nv_pred_key: classification branch output key. Defaults to `HoVerNet.Branch.NC.value`. + inst_info_dict_key: a dict contaning a instance-level information dictionary will be added, which including bounding_box, + centroid and contour. If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. + Defaults to "inst_info". + output_classes: number of types considered at output of NC branch. + return_centroids: whether to generate coords for each nucleus instance. + Defaults to True. + threshold_pred: threshold the float values of prediction to int 0 or 1 with specified theashold. Defaults to 0.5. + threshold_overall: threshold the float values of overall gradient map to int 0 or 1 with specified theashold. + Defaults to 0.4. + min_size: objects smaller than this size are removed. Defaults to 10. + sigma: std. could be a single value, or `spatial_dims` number of values. Defaults to 0.4. + kernel_size: the size of the Sobel kernel. Defaults to 17. + radius: the radius of the disk-shaped footprint. Defaults to 2. + allow_missing_keys: don't raise exception if key is missing. """ backend = PostProcessHoVerNetOutput.backend @@ -37,8 +57,8 @@ class PostProcessHoVerNetOutputd(MapTransform): def __init__( self, keys: KeysCollection = HoVerNet.Branch.NP.value, - HV_pred_key: str = HoVerNet.Branch.HV.value, - NC_pred_key: str = HoVerNet.Branch.NC.value, + hv_pred_key: str = HoVerNet.Branch.HV.value, + nv_pred_key: str = HoVerNet.Branch.NC.value, inst_info_dict_key: str = "inst_info", output_classes: Optional[int] = None, return_centroids: bool = True, @@ -50,29 +70,10 @@ def __init__( radius: int = 2, allow_missing_keys: bool = False, ) -> None: - """ - Args: - HV_pred_key: hover map branch output key. Defaults to `HoVerNet.Branch.HV.value`. - NC_pred_key: classification branch output key. Defaults to `HoVerNet.Branch.NC.value`. - inst_info_dict_key: a dict contaning a instance-level information dictionary will be added, which including bounding_box, - centroid and contour. If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. - Defaults to "inst_info". - threshold_pred: threshold the float values of prediction to int 0 or 1 with specified theashold. Defaults to 0.5. - threshold_overall: threshold the float values of overall gradient map to int 0 or 1 with specified theashold. - Defaults to 0.4. - min_size: objects smaller than this size are removed. Defaults to 10. - sigma: std. could be a single value, or `spatial_dims` number of values. Defaults to 0.4. - kernel_size: the size of the Sobel kernel. Defaults to 17. - radius: the radius of the disk-shaped footprint. Defaults to 2. - output_classes: number of types considered at output of NC branch. - return_centroids: whether to generate coords for each nucleus instance. - Defaults to True. - allow_missing_keys: don't raise exception if key is missing. - """ super().__init__(keys, allow_missing_keys) self.NP_pred_key = keys - self.HV_pred_key = HV_pred_key - self.NC_pred_key = NC_pred_key + self.hv_pred_key = hv_pred_key + self.nv_pred_key = nv_pred_key self.inst_info_dict_key = inst_info_dict_key self.output_classes = output_classes self.return_centroids = return_centroids @@ -92,20 +93,21 @@ def __call__(self, pred: Mapping[Hashable, NdarrayOrTensor]): """ Args: pred: a dict combined output of classification(NC, optional), segmentation(NP) and hover map(HV) branches. + Returns: pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary stored in `inst_info_dict_key`. """ d = dict(pred) for key in self.key_iterator(d): - NP_pred = d[key] - HV_pred = d[self.HV_pred_key] + np_pred = d[key] + hv_pred = d[self.hv_pred_key] if self.output_classes is not None: - NC_pred = d[self.NC_pred_key] + NC_pred = d[self.nv_pred_key] else: NC_pred = None - d[key], inst_info_dict = self.converter(NP_pred, HV_pred, NC_pred) + d[key], inst_info_dict = self.converter(np_pred, hv_pred, NC_pred) d[self.inst_info_dict_key] = inst_info_dict return d From 59f42c4a1bae571322d58c6bd0541f24550790e8 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 22 Sep 2022 06:27:29 +0000 Subject: [PATCH 07/34] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- monai/apps/pathology/transforms/post/array.py | 6 +++--- monai/apps/pathology/transforms/post/dictionary.py | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 4a1ac7fb8e..34e3657bb1 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -97,7 +97,7 @@ def _sp_contours_to_cv(contours, h, w) -> np.array: Converts Scipy-style contours to a more succinct version which only includes the pixels to which lines need to be drawn (i.e. not the intervening pixels along each line). - + Args: contours: scipy-style clockwise line segments, with line separating foreground/background h: Height of bounding box - used to detect direction of line segment @@ -218,8 +218,8 @@ def _sp_contours_to_cv(contours, h, w) -> np.array: class PostProcessHoVerNetOutput(Transform): """ - Post processing script for image tiles. It assumes network has three branches, with a segmentation branch that returns `np_pred`, - a hover map branch that returns `hv_pred` and an optional classification branch that returns `nc_pred`. After this tranform, it + Post processing script for image tiles. It assumes network has three branches, with a segmentation branch that returns `np_pred`, + a hover map branch that returns `hv_pred` and an optional classification branch that returns `nc_pred`. After this tranform, it will return pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary. Args: diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 8b8a4c0eb3..89a15ae756 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -29,8 +29,8 @@ class PostProcessHoVerNetOutputd(MapTransform): """ - Dictionary-based transform that post processing image tiles. It assumes network has three branches, with a segmentation branch that - returns `np_pred`, a hover map branch that returns `hv_pred` and an optional classification branch that returns `nc_pred`. After this + Dictionary-based transform that post processing image tiles. It assumes network has three branches, with a segmentation branch that + returns `np_pred`, a hover map branch that returns `hv_pred` and an optional classification branch that returns `nc_pred`. After this tranform, it will return pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary. Args: @@ -93,7 +93,7 @@ def __call__(self, pred: Mapping[Hashable, NdarrayOrTensor]): """ Args: pred: a dict combined output of classification(NC, optional), segmentation(NP) and hover map(HV) branches. - + Returns: pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary stored in `inst_info_dict_key`. From 5251f22f70698692ed29caaa50cd9617c87d7be0 Mon Sep 17 00:00:00 2001 From: Behrooz <3968947+drbeh@users.noreply.github.com> Date: Fri, 23 Sep 2022 22:58:24 +0000 Subject: [PATCH 08/34] Remove redundant file RUA.py Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> --- tests/RUA.py | 209 --------------------------------------------------- 1 file changed, 209 deletions(-) delete mode 100644 tests/RUA.py diff --git a/tests/RUA.py b/tests/RUA.py deleted file mode 100644 index 597f87e11f..0000000000 --- a/tests/RUA.py +++ /dev/null @@ -1,209 +0,0 @@ -# Copyright (c) MONAI Consortium -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# http://www.apache.org/licenses/LICENSE-2.0 -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import numpy as np -from skimage.measure import find_contours - - - -def _coords_to_pixel(current, previous): - """For contour coordinate generation. - Given the previous and current border positions, - returns the int pixel that marks the extremity - of the segmented pixels - """ - - p_delta = (current[0] - previous[0], current[1] - previous[1]) - - if p_delta == (0.0, 1.0): - row = int(current[0] + 0.5) - col = int(current[1]) - elif p_delta == (0.0, -1.0): - row = int(current[0]) - col = int(current[1]) - elif p_delta == (0.5, 0.5): - row = int(current[0] + 0.5) - col = int(current[1]) - elif p_delta == (0.5, -0.5): - row = int(current[0]) - col = int(current[1]) - elif p_delta == (1.0, 0.0): - row = int(current[0] + 0.5) - col = int(current[1]) - elif p_delta == (-1, 0.0): - row = int(current[0]) - col = int(current[1] + 0.5) - elif p_delta == (-0.5, 0.5): - row = int(current[0] + 0.5) - col = int(current[1] + 0.5) - elif p_delta == (-0.5, -0.5): - row = int(current[0]) - col = int(current[1] + 0.5) - - return row, col - - -def _dist_from_topleft(sequence, h, w): - """For contour coordinate generation. - Each sequence of cordinates describes a boundary between - foreground and background starting and ending at two sides - of the bounding box. To order the sequences correctly, - we compute the distannce from the topleft of the bounding box - around the perimeter in a clock-wise direction. - Args: - sequence: list of border points - h: height of the bounding box - w: width of the bounding box - Returns: - distance: the distance round the perimeter of the bounding - box from the top-left origin - """ - - first = sequence[0] - if first[0] == 0: - distance = first[1] - elif first[1] == w - 1: - distance = w + first[0] - elif first[0] == h - 1: - distance = 2 * w + h - first[1] - else: - distance = 2 * (w + h) - first[0] - - return distance - - -def _sp_contours_to_cv(contours, h, w): - """Converts Scipy-style contours to a more succinct version - which only includes the pixels to which lines need to - be drawn (i.e. not the intervening pixels along each line). - Args: - contours: scipy-style clockwise line segments, with line separating foreground/background - h: Height of bounding box - used to detect direction of line segment - w: Width of bounding box - used to detect direction of line segment - Returns: - pixels: the pixels that need to be joined by straight lines to - describe the outmost pixels of the foreground similar to - OpenCV's cv.CHAIN_APPROX_SIMPLE (anti-clockwise) - """ - pixels = None - sequences = [] - corners = [False, False, False, False] - - for group in contours: - sequence = [] - last_added = None - prev = None - corner = -1 - - for i, coord in enumerate(group): - if i == 0: - if coord[0] == 0.0: - # originating from the top, so must be heading south east - corner = 1 - pixel = (0, int(coord[1] - 0.5)) - if pixel[1] == w - 1: - corners[1] = True - elif pixel[1] == 0.0: - corners[0] = True - elif coord[1] == 0.0: - corner = 0 - # originating from the left, so must be heading north east - pixel = (int(coord[0] + 0.5), 0) - elif coord[0] == h - 1: - corner = 3 - # originating from the bottom, so must be heading north west - pixel = (int(coord[0]), int(coord[1] + 0.5)) - if pixel[1] == w - 1: - corners[2] = True - elif coord[1] == w - 1: - corner = 2 - # originating from the right, so must be heading south west - pixel = (int(coord[0] - 0.5), int(coord[1])) - - sequence.append(pixel) - last_added = pixel - elif i == len(group) - 1: - # add this point - pixel = _coords_to_pixel(coord, prev) - if pixel != last_added: - sequence.append(pixel) - last_added = pixel - elif np.any(coord - prev != group[i + 1] - coord): - pixel = _coords_to_pixel(coord, prev) - if pixel != last_added: - sequence.append(pixel) - last_added = pixel - - # flag whether each corner has been crossed - if i == len(group) - 1: - if corner == 0: - if coord[0] == 0: - corners[corner] = True - elif corner == 1: - if coord[1] == w - 1: - corners[corner] = True - elif corner == 2: - if coord[0] == h - 1: - corners[corner] = True - elif corner == 3: - if coord[1] == 0.0: - corners[corner] = True - - prev = coord - - dist = _dist_from_topleft(sequence, h, w) - - sequences.append({"distance": dist, "sequence": sequence}) - - # check whether we need to insert any missing corners - if corners[0] is False: - sequences.append({"distance": 0, "sequence": [(0, 0)]}) - if corners[1] is False: - sequences.append({"distance": w, "sequence": [(0, w - 1)]}) - if corners[2] is False: - sequences.append({"distance": w + h, "sequence": [(h - 1, w - 1)]}) - if corners[3] is False: - sequences.append({"distance": 2 * w + h, "sequence": [(h - 1, 0)]}) - - # now, join the sequences into a single contour - # starting at top left and rotating clockwise - sequences.sort(key=lambda x: x.get("distance")) - - last = (-1, -1) - for sequence in sequences: - if sequence["sequence"][0] == last: - pixels.pop() - - if pixels: - pixels = [*pixels, *sequence["sequence"]] - else: - pixels = sequence["sequence"] - - last = pixels[-1] - - if pixels[0] == last: - pixels.pop(0) - - if pixels[0] == (0, 0): - pixels.append(pixels.pop(0)) - - pixels = np.array(pixels).astype("int32") - pixels = np.flip(pixels) - - return pixels - - -a = np.array([[0, 1, 1, 1], [1, 1, 1, 1], [1, 1, 1, 1], [1, 1, 1, 0]]) -print(a) -b = find_contours(a, 0.5) -print(b) - -pixels = _sp_contours_to_cv(b, 4, 4) -print(pixels) From 324bb743289f3abe21357ddb8d7250db2542ab45 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Mon, 26 Sep 2022 10:34:09 +0800 Subject: [PATCH 09/34] update apps.rst Signed-off-by: KumoLiu --- docs/source/apps.rst | 3 --- 1 file changed, 3 deletions(-) diff --git a/docs/source/apps.rst b/docs/source/apps.rst index a965e549ff..82919848d1 100644 --- a/docs/source/apps.rst +++ b/docs/source/apps.rst @@ -127,9 +127,6 @@ Applications :members: .. automodule:: monai.apps.pathology.transforms.post.array -.. autofunction:: _coords_to_pixel -.. autofunction:: _dist_from_topleft -.. autofunction:: _sp_contours_to_cv .. autoclass:: PostProcessHoVerNetOutput :members: From 826c961e478302f21946217f08836c14e07be4d2 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Tue, 27 Sep 2022 13:22:11 +0800 Subject: [PATCH 10/34] add `GenerateSuccinctContour` Signed-off-by: KumoLiu --- docs/source/apps.rst | 4 + monai/apps/pathology/transforms/__init__.py | 11 +- .../pathology/transforms/post/__init__.py | 11 +- monai/apps/pathology/transforms/post/array.py | 339 +++++++++--------- .../pathology/transforms/post/dictionary.py | 40 ++- tests/test_generate_succinct_contour.py | 41 +++ tests/test_generate_succinct_contourd.py | 43 +++ 7 files changed, 314 insertions(+), 175 deletions(-) create mode 100644 tests/test_generate_succinct_contour.py create mode 100644 tests/test_generate_succinct_contourd.py diff --git a/docs/source/apps.rst b/docs/source/apps.rst index 82919848d1..f92acd11ab 100644 --- a/docs/source/apps.rst +++ b/docs/source/apps.rst @@ -127,10 +127,14 @@ Applications :members: .. automodule:: monai.apps.pathology.transforms.post.array +.. autoclass:: GenerateSuccinctContour + :members: .. autoclass:: PostProcessHoVerNetOutput :members: .. automodule:: monai.apps.pathology.transforms.post.dictionary +.. autoclass:: GenerateSuccinctContourd + :members: .. autoclass:: PostProcessHoVerNetOutputd :members: diff --git a/monai/apps/pathology/transforms/__init__.py b/monai/apps/pathology/transforms/__init__.py index fb4af68b1b..ad9990d4d3 100644 --- a/monai/apps/pathology/transforms/__init__.py +++ b/monai/apps/pathology/transforms/__init__.py @@ -9,8 +9,15 @@ # See the License for the specific language governing permissions and # limitations under the License. -from .post.array import PostProcessHoVerNetOutput -from .post.dictionary import PostProcessHoVerNetOutputD, PostProcessHoVerNetOutputd, PostProcessHoVerNetOutputDict +from .post.array import GenerateSuccinctContour, PostProcessHoVerNetOutput +from .post.dictionary import ( + GenerateSuccinctContourD, + GenerateSuccinctContourd, + GenerateSuccinctContourDict, + PostProcessHoVerNetOutputD, + PostProcessHoVerNetOutputd, + PostProcessHoVerNetOutputDict, +) from .spatial.array import SplitOnGrid, TileOnGrid from .spatial.dictionary import SplitOnGridd, SplitOnGridD, SplitOnGridDict, TileOnGridd, TileOnGridD, TileOnGridDict from .stain.array import ExtractHEStains, NormalizeHEStains diff --git a/monai/apps/pathology/transforms/post/__init__.py b/monai/apps/pathology/transforms/post/__init__.py index 6397b55a4b..bfdcff6716 100644 --- a/monai/apps/pathology/transforms/post/__init__.py +++ b/monai/apps/pathology/transforms/post/__init__.py @@ -9,5 +9,12 @@ # See the License for the specific language governing permissions and # limitations under the License. -from .array import PostProcessHoVerNetOutput -from .dictionary import PostProcessHoVerNetOutputD, PostProcessHoVerNetOutputd, PostProcessHoVerNetOutputDict +from .array import GenerateSuccinctContour, PostProcessHoVerNetOutput +from .dictionary import ( + GenerateSuccinctContourD, + GenerateSuccinctContourd, + GenerateSuccinctContourDict, + PostProcessHoVerNetOutputD, + PostProcessHoVerNetOutputd, + PostProcessHoVerNetOutputDict, +) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 34e3657bb1..8a62ae2629 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -9,7 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Optional, Sequence, Union +from typing import Optional, Sequence, Tuple, Union, List import numpy as np import torch @@ -18,7 +18,7 @@ from monai.data.meta_tensor import get_track_meta from monai.transforms.croppad.array import BoundingRect -from monai.transforms.post.array import GetInstanceLevelSegMap, Activations, AsDiscrete +from monai.transforms.post.array import CalcualteInstanceSegmentationMap, Activations, AsDiscrete from monai.transforms.transform import Transform from monai.utils import convert_to_numpy, convert_to_tensor, optional_import from monai.utils.enums import TransformBackends @@ -27,193 +27,193 @@ moments, _ = optional_import("skimage.measure", name="moments") -__all__ = ["PostProcessHoVerNetOutput"] +__all__ = ["PostProcessHoVerNetOutput", "GenerateSuccinctContours"] -def _coords_to_pixel(current, previous) -> Sequence[int]: +class GenerateSuccinctContour(Transform): """ - For contour coordinate generation. - Given the previous and current border positions, - returns the int pixel that marks the extremity - of the segmented pixels + Converts Scipy-style contours(generated by skimage.measure.find_contours) to a more succinct version which only includes + the pixels to which lines need to be drawn (i.e. not the intervening pixels along each line). Args: - current: coordinates of the current border positions - previous: coordinates of the previous border positions + height: height of bounding box, used to detect direction of line segment. + width: width of bounding box, used to detect direction of line segment. + + Returns: + the pixels that need to be joined by straight lines to describe the outmost pixels of the foreground similar to + OpenCV's cv.CHAIN_APPROX_SIMPLE (anti-clockwise) """ - p_delta = (current[0] - previous[0], current[1] - previous[1]) + backend = [TransformBackends.NUMPY] - if p_delta == (0.0, 1.0) or p_delta == (0.5, 0.5) or p_delta == (1.0, 0.0): - row = int(current[0] + 0.5) - col = int(current[1]) - elif p_delta == (0.0, -1.0) or p_delta == (0.5, -0.5): - row = int(current[0]) - col = int(current[1]) - elif p_delta == (-1, 0.0) or p_delta == (-0.5, -0.5): - row = int(current[0]) - col = int(current[1] + 0.5) - elif p_delta == (-0.5, 0.5): - row = int(current[0] + 0.5) - col = int(current[1] + 0.5) + def __init__( + self, + height: int, + width: int, + ) -> None: + self.height = height + self.width = width + + def _generate_contour_coord(self, current: np.ndarray, previous: np.ndarray) -> Sequence[int]: + """ + Generate contour coordinates. Given the previous and current coordinates of border positions, + returns the int pixel that marks the extremity of the segmented pixels. - return row, col + Args: + current: coordinates of the current border position. + previous: coordinates of the previous border position. + """ + p_delta = (current[0] - previous[0], current[1] - previous[1]) -def _dist_from_topleft(sequence, h, w) -> int: - """ - For contour coordinate generation. - Each sequence of cordinates describes a boundary between - foreground and background starting and ending at two sides - of the bounding box. To order the sequences correctly, - we compute the distannce from the topleft of the bounding box - around the perimeter in a clock-wise direction. + if p_delta == (0.0, 1.0) or p_delta == (0.5, 0.5) or p_delta == (1.0, 0.0): + row = int(current[0] + 0.5) + col = int(current[1]) + elif p_delta == (0.0, -1.0) or p_delta == (0.5, -0.5): + row = int(current[0]) + col = int(current[1]) + elif p_delta == (-1, 0.0) or p_delta == (-0.5, -0.5): + row = int(current[0]) + col = int(current[1] + 0.5) + elif p_delta == (-0.5, 0.5): + row = int(current[0] + 0.5) + col = int(current[1] + 0.5) - Args: - sequence: list of border points - h: height of the bounding box - w: width of the bounding box + return row, col - Returns: - the distance round the perimeter of the bounding - box from the top-left origin - """ - - first = sequence[0] - if first[0] == 0: - distance = first[1] - elif first[1] == w - 1: - distance = w + first[0] - elif first[0] == h - 1: - distance = 2 * w + h - first[1] - else: - distance = 2 * (w + h) - first[0] + def _calculate_distance_from_topleft(self, sequence: Sequence[Tuple[int]]) -> int: + """ + Each sequence of coordinates describes a boundary between foreground and background starting and ending at two sides + of the bounding box. To order the sequences correctly, we compute the distance from the topleft of the bounding box + around the perimeter in a clockwise direction. - return distance + Args: + sequence: list of border points coordinates. + Returns: + the distance round the perimeter of the bounding box from the top-left origin + """ -def _sp_contours_to_cv(contours, h, w) -> np.array: - """ - Converts Scipy-style contours to a more succinct version - which only includes the pixels to which lines need to - be drawn (i.e. not the intervening pixels along each line). + first_coord = sequence[0] + if first_coord[0] == 0: + distance = first_coord[1] + elif first_coord[1] == self.width - 1: + distance = self.width + first_coord[0] + elif first_coord[0] == self.height - 1: + distance = 2 * self.width + self.height - first_coord[1] + else: + distance = 2 * (self.width + self.height) - first_coord[0] - Args: - contours: scipy-style clockwise line segments, with line separating foreground/background - h: Height of bounding box - used to detect direction of line segment - w: Width of bounding box - used to detect direction of line segment + return distance - Returns: - the pixels that need to be joined by straight lines to - describe the outmost pixels of the foreground similar to - OpenCV's cv.CHAIN_APPROX_SIMPLE (anti-clockwise) - """ - pixels = None - sequences = [] - corners = [False, False, False, False] - - for group in contours: - sequence = [] - last_added = None - prev = None - corner = -1 - - for i, coord in enumerate(group): - if i == 0: - if coord[0] == 0.0: + def __call__(self, contours: List[np.ndarray]) -> np.ndarray: + """ + Args: + contours: list of (n, 2)-ndarrays, scipy-style clockwise line segments, with lines separating foreground/background. + Each contour is an ndarray of shape (n, 2), consisting of n (row, column) coordinates along the contour. + """ + pixels = None + sequences = [] + corners = [False, False, False, False] + + for group in contours: + sequence = [] + last_added = None + prev = None + corner = -1 + + for i, coord in enumerate(group): + if i == 0: # originating from the top, so must be heading south east - corner = 1 - pixel = (0, int(coord[1] - 0.5)) - if pixel[1] == w - 1: - corners[1] = True - elif pixel[1] == 0.0: - corners[0] = True - elif coord[1] == 0.0: - corner = 0 + if coord[0] == 0.0: + corner = 1 + pixel = (0, int(coord[1] - 0.5)) + if pixel[1] == self.width - 1: + corners[1] = True + elif pixel[1] == 0.0: + corners[0] = True # originating from the left, so must be heading north east - pixel = (int(coord[0] + 0.5), 0) - elif coord[0] == h - 1: - corner = 3 + elif coord[1] == 0.0: + corner = 0 + pixel = (int(coord[0] + 0.5), 0) # originating from the bottom, so must be heading north west - pixel = (int(coord[0]), int(coord[1] + 0.5)) - if pixel[1] == w - 1: - corners[2] = True - elif coord[1] == w - 1: - corner = 2 + elif coord[0] == self.height - 1: + corner = 3 + pixel = (int(coord[0]), int(coord[1] + 0.5)) + if pixel[1] == self.width - 1: + corners[2] = True # originating from the right, so must be heading south west - pixel = (int(coord[0] - 0.5), int(coord[1])) - - sequence.append(pixel) - last_added = pixel - elif i == len(group) - 1: - # add this point - pixel = _coords_to_pixel(coord, prev) - if pixel != last_added: - sequence.append(pixel) - last_added = pixel - elif np.any(coord - prev != group[i + 1] - coord): - pixel = _coords_to_pixel(coord, prev) - if pixel != last_added: + elif coord[1] == self.width - 1: + corner = 2 + pixel = (int(coord[0] - 0.5), int(coord[1])) sequence.append(pixel) last_added = pixel - - # flag whether each corner has been crossed - if i == len(group) - 1: - if corner == 0: - if coord[0] == 0: - corners[corner] = True - elif corner == 1: - if coord[1] == w - 1: - corners[corner] = True - elif corner == 2: - if coord[0] == h - 1: - corners[corner] = True - elif corner == 3: - if coord[1] == 0.0: - corners[corner] = True - - prev = coord - - dist = _dist_from_topleft(sequence, h, w) - - sequences.append({"distance": dist, "sequence": sequence}) - - # check whether we need to insert any missing corners - if corners[0] is False: - sequences.append({"distance": 0, "sequence": [(0, 0)]}) - if corners[1] is False: - sequences.append({"distance": w, "sequence": [(0, w - 1)]}) - if corners[2] is False: - sequences.append({"distance": w + h, "sequence": [(h - 1, w - 1)]}) - if corners[3] is False: - sequences.append({"distance": 2 * w + h, "sequence": [(h - 1, 0)]}) - - # now, join the sequences into a single contour - # starting at top left and rotating clockwise - sequences.sort(key=lambda x: x.get("distance")) - - last = (-1, -1) - for sequence in sequences: - if sequence["sequence"][0] == last: - pixels.pop() - - if pixels: - pixels = [*pixels, *sequence["sequence"]] - else: - pixels = sequence["sequence"] - - last = pixels[-1] - - if pixels[0] == last: - pixels.pop(0) - - if pixels[0] == (0, 0): - pixels.append(pixels.pop(0)) - - pixels = np.array(pixels).astype("int32") - pixels = np.flip(pixels) - - return pixels + elif i == len(group) - 1: + # add this point + pixel = self._generate_contour_coord(coord, prev) + if pixel != last_added: + sequence.append(pixel) + last_added = pixel + elif np.any(coord - prev != group[i + 1] - coord): + pixel = self._generate_contour_coord(coord, prev) + if pixel != last_added: + sequence.append(pixel) + last_added = pixel + + # flag whether each corner has been crossed + if i == len(group) - 1: + if corner == 0: + if coord[0] == 0: + corners[corner] = True + elif corner == 1: + if coord[1] == self.width - 1: + corners[corner] = True + elif corner == 2: + if coord[0] == self.height - 1: + corners[corner] = True + elif corner == 3: + if coord[1] == 0.0: + corners[corner] = True + + prev = coord + dist = self._calculate_distance_from_topleft(sequence) + + sequences.append({"distance": dist, "sequence": sequence}) + + # check whether we need to insert any missing corners + if corners[0] is False: + sequences.append({"distance": 0, "sequence": [(0, 0)]}) + if corners[1] is False: + sequences.append({"distance": self.width, "sequence": [(0, self.width - 1)]}) + if corners[2] is False: + sequences.append({"distance": self.width + self.height, "sequence": [(self.height - 1, self.width - 1)]}) + if corners[3] is False: + sequences.append({"distance": 2 * self.width + self.height, "sequence": [(self.height - 1, 0)]}) + + # join the sequences into a single contour + # starting at top left and rotating clockwise + sequences.sort(key=lambda x: x.get("distance")) + + last = (-1, -1) + for sequence in sequences: + if sequence["sequence"][0] == last: + pixels.pop() + if pixels: + pixels = [*pixels, *sequence["sequence"]] + else: + pixels = sequence["sequence"] + last = pixels[-1] + + if pixels[0] == last: + pixels.pop(0) + + if pixels[0] == (0, 0): + pixels.append(pixels.pop(0)) + + pixels = np.array(pixels).astype("int32") + pixels = np.flip(pixels) + + return pixels class PostProcessHoVerNetOutput(Transform): @@ -231,7 +231,7 @@ class PostProcessHoVerNetOutput(Transform): Defaults to 0.4. min_size: objects smaller than this size are removed. Defaults to 10. sigma: std. could be a single value, or `spatial_dims` number of values. Defaults to 0.4. - kernel_size: the size of the Sobel kernel. Defaults to 17. + kernel_size: the size of the Sobel kernel. Defaults to 21. radius: the radius of the disk-shaped footprint. Defaults to 2. """ @@ -245,14 +245,14 @@ def __init__( threshold_overall: float = 0.4, min_size: int = 10, sigma: Union[Sequence[float], float, Sequence[torch.Tensor], torch.Tensor] = 0.4, - kernel_size: int = 17, + kernel_size: int = 21, radius: int = 2, ) -> None: self.output_classes = output_classes self.return_centroids = return_centroids self.get_bbox = BoundingRect() - self.get_instance_level_seg_map = GetInstanceLevelSegMap( + self.get_instance_level_seg_map = CalcualteInstanceSegmentationMap( threshold_pred=threshold_pred, threshold_overall=threshold_overall, min_size=min_size, @@ -292,7 +292,8 @@ def __call__(self, np_pred: NdarrayOrTensor, hv_pred: NdarrayOrTensor, nc_pred: inst_moment = moments(inst_map_np, order=3) inst_contour_cv = find_contours(inst_map_np, 0.5) - inst_contour = _sp_contours_to_cv(inst_contour_cv, inst_map.shape[0], inst_map.shape[1]) + generate_contour = GenerateSuccinctContour(inst_map.shape[0], inst_map.shape[1]) + inst_contour = generate_contour(inst_contour_cv) # < 3 points dont make a contour, so skip, likely artifact too # as the contours obtained via approximation => too small or sthg diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 89a15ae756..b5d7dd0d4f 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -9,6 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +from turtle import width from typing import Hashable, Mapping, Optional, Sequence, Union import torch @@ -19,12 +20,46 @@ from monai.transforms.transform import MapTransform from monai.utils import optional_import -from .array import PostProcessHoVerNetOutput +from .array import GenerateSuccinctContour, PostProcessHoVerNetOutput find_contours, _ = optional_import("skimage.measure", name="find_contours") moments, _ = optional_import("skimage.measure", name="moments") -__all__ = ["PostProcessHoVerNetOutputDict", "PostProcessHoVerNetOutputD", "PostProcessHoVerNetOutputd"] +__all__ = [ + "GenerateSuccinctContourDict", + "GenerateSuccinctContourD", + "GenerateSuccinctContourd", + "PostProcessHoVerNetOutputDict", + "PostProcessHoVerNetOutputD", + "PostProcessHoVerNetOutputd", +] + + +class GenerateSuccinctContourd(MapTransform): + """ + Args: + height: height of bounding box, used to detect direction of line segment. + width: width of bounding box, used to detect direction of line segment. + allow_missing_keys: don't raise exception if key is missing. + + """ + backend = GenerateSuccinctContour.backend + def __init__( + self, + keys: KeysCollection, + height: int, + width: int, + allow_missing_keys: bool = False + ) -> None: + super().__init__(keys, allow_missing_keys) + self.converter = GenerateSuccinctContour(height=height, width=width) + + def __call__(self, data): + d = dict(data) + for key in self.key_iterator(d): + d[key] = self.converter(d[key]) + + return d class PostProcessHoVerNetOutputd(MapTransform): @@ -114,3 +149,4 @@ def __call__(self, pred: Mapping[Hashable, NdarrayOrTensor]): PostProcessHoVerNetOutputDict = PostProcessHoVerNetOutputD = PostProcessHoVerNetOutputd +GenerateSuccinctContourDict = GenerateSuccinctContourD = GenerateSuccinctContourd diff --git a/tests/test_generate_succinct_contour.py b/tests/test_generate_succinct_contour.py new file mode 100644 index 0000000000..9295096d2f --- /dev/null +++ b/tests/test_generate_succinct_contour.py @@ -0,0 +1,41 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms.post.array import GenerateSuccinctContour + +TEST_CASE_1 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0. , 1.5]]), + np.array([[0. , 2.5], [0.5, 3. ], [1. , 3.5], [1.5, 4. ]]), + np.array([[4. , 1.5], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), + np.array([[2.5, 4. ], [3. , 3.5], [3.5, 3. ], [4. , 2.5]])], 5, 5, [[2, 0], [0, 2], [2, 4], [4, 2]]] + +TEST_CASE_2 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0.5, 2. ], [0. , 2.5]]), + np.array([[0. , 3.5], [0.5, 4. ], [0.5, 5. ], [1. , 5.5], [1.5, 6. ]]), + np.array([[4. , 2.5], [3.5, 2. ], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), + np.array([[2.5, 6. ], [3. , 5.5], [3.5, 5. ], [3.5, 4. ], [4. , 3.5]])], 5, 7, + [[3, 0], [2, 1], [1, 1], [0, 2], [1, 3], [2, 3], [3, 4], [4, 3], [5, 3], [6, 2], [5, 1], [4, 1]]] + + + +class TestGenerateSuccinctContour(unittest.TestCase): + @parameterized.expand([TEST_CASE_1, TEST_CASE_2]) + def test_shape(self, test_data, height, width, expected): + result = GenerateSuccinctContour(height=height, width=width)(test_data) + np.testing.assert_allclose(result, expected) + + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_generate_succinct_contourd.py b/tests/test_generate_succinct_contourd.py new file mode 100644 index 0000000000..11c7a8b8f6 --- /dev/null +++ b/tests/test_generate_succinct_contourd.py @@ -0,0 +1,43 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms.post.dictionary import GenerateSuccinctContourd + +y, x = np.ogrid[0: 5, 0: 5] +TEST_CASE_1 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0. , 1.5]]), + np.array([[0. , 2.5], [0.5, 3. ], [1. , 3.5], [1.5, 4. ]]), + np.array([[4. , 1.5], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), + np.array([[2.5, 4. ], [3. , 3.5], [3.5, 3. ], [4. , 2.5]])], 5, 5, [[2, 0], [0, 2], [2, 4], [4, 2]]] + +TEST_CASE_2 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0.5, 2. ], [0. , 2.5]]), + np.array([[0. , 3.5], [0.5, 4. ], [0.5, 5. ], [1. , 5.5], [1.5, 6. ]]), + np.array([[4. , 2.5], [3.5, 2. ], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), + np.array([[2.5, 6. ], [3. , 5.5], [3.5, 5. ], [3.5, 4. ], [4. , 3.5]])], 5, 7, + [[3, 0], [2, 1], [1, 1], [0, 2], [1, 3], [2, 3], [3, 4], [4, 3], [5, 3], [6, 2], [5, 1], [4, 1]]] + + + +class TestGenerateSuccinctContour(unittest.TestCase): + @parameterized.expand([TEST_CASE_1, TEST_CASE_2]) + def test_shape(self, data, height, width, expected): + test_data = {'contour': data} + result = GenerateSuccinctContourd(keys="contour", height=height, width=width)(test_data) + np.testing.assert_allclose(result["contour"], expected) + + + +if __name__ == "__main__": + unittest.main() From 48f796f8e7bd49b3ddbb606c24332b1298e42071 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 27 Sep 2022 05:26:06 +0000 Subject: [PATCH 11/34] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- monai/apps/pathology/transforms/__init__.py | 8 ++++---- monai/apps/pathology/transforms/post/__init__.py | 8 ++++---- monai/apps/pathology/transforms/post/array.py | 10 +++++----- monai/apps/pathology/transforms/post/dictionary.py | 8 ++++---- tests/test_generate_succinct_contour.py | 14 +++++++------- tests/test_generate_succinct_contourd.py | 14 +++++++------- 6 files changed, 31 insertions(+), 31 deletions(-) diff --git a/monai/apps/pathology/transforms/__init__.py b/monai/apps/pathology/transforms/__init__.py index ad9990d4d3..cd126c5c90 100644 --- a/monai/apps/pathology/transforms/__init__.py +++ b/monai/apps/pathology/transforms/__init__.py @@ -11,11 +11,11 @@ from .post.array import GenerateSuccinctContour, PostProcessHoVerNetOutput from .post.dictionary import ( - GenerateSuccinctContourD, - GenerateSuccinctContourd, + GenerateSuccinctContourD, + GenerateSuccinctContourd, GenerateSuccinctContourDict, - PostProcessHoVerNetOutputD, - PostProcessHoVerNetOutputd, + PostProcessHoVerNetOutputD, + PostProcessHoVerNetOutputd, PostProcessHoVerNetOutputDict, ) from .spatial.array import SplitOnGrid, TileOnGrid diff --git a/monai/apps/pathology/transforms/post/__init__.py b/monai/apps/pathology/transforms/post/__init__.py index bfdcff6716..3f1200bb48 100644 --- a/monai/apps/pathology/transforms/post/__init__.py +++ b/monai/apps/pathology/transforms/post/__init__.py @@ -11,10 +11,10 @@ from .array import GenerateSuccinctContour, PostProcessHoVerNetOutput from .dictionary import ( - GenerateSuccinctContourD, - GenerateSuccinctContourd, + GenerateSuccinctContourD, + GenerateSuccinctContourd, GenerateSuccinctContourDict, - PostProcessHoVerNetOutputD, - PostProcessHoVerNetOutputd, + PostProcessHoVerNetOutputD, + PostProcessHoVerNetOutputd, PostProcessHoVerNetOutputDict, ) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 8a62ae2629..4bdf904225 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -53,10 +53,10 @@ def __init__( ) -> None: self.height = height self.width = width - + def _generate_contour_coord(self, current: np.ndarray, previous: np.ndarray) -> Sequence[int]: """ - Generate contour coordinates. Given the previous and current coordinates of border positions, + Generate contour coordinates. Given the previous and current coordinates of border positions, returns the int pixel that marks the extremity of the segmented pixels. Args: @@ -107,7 +107,7 @@ def _calculate_distance_from_topleft(self, sequence: Sequence[Tuple[int]]) -> in return distance def __call__(self, contours: List[np.ndarray]) -> np.ndarray: - """ + """ Args: contours: list of (n, 2)-ndarrays, scipy-style clockwise line segments, with lines separating foreground/background. Each contour is an ndarray of shape (n, 2), consisting of n (row, column) coordinates along the contour. @@ -159,7 +159,7 @@ def __call__(self, contours: List[np.ndarray]) -> np.ndarray: if pixel != last_added: sequence.append(pixel) last_added = pixel - + # flag whether each corner has been crossed if i == len(group) - 1: if corner == 0: @@ -179,7 +179,7 @@ def __call__(self, contours: List[np.ndarray]) -> np.ndarray: dist = self._calculate_distance_from_topleft(sequence) sequences.append({"distance": dist, "sequence": sequence}) - + # check whether we need to insert any missing corners if corners[0] is False: sequences.append({"distance": 0, "sequence": [(0, 0)]}) diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index b5d7dd0d4f..b744e9a34c 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -29,8 +29,8 @@ "GenerateSuccinctContourDict", "GenerateSuccinctContourD", "GenerateSuccinctContourd", - "PostProcessHoVerNetOutputDict", - "PostProcessHoVerNetOutputD", + "PostProcessHoVerNetOutputDict", + "PostProcessHoVerNetOutputD", "PostProcessHoVerNetOutputd", ] @@ -45,7 +45,7 @@ class GenerateSuccinctContourd(MapTransform): """ backend = GenerateSuccinctContour.backend def __init__( - self, + self, keys: KeysCollection, height: int, width: int, @@ -53,7 +53,7 @@ def __init__( ) -> None: super().__init__(keys, allow_missing_keys) self.converter = GenerateSuccinctContour(height=height, width=width) - + def __call__(self, data): d = dict(data) for key in self.key_iterator(d): diff --git a/tests/test_generate_succinct_contour.py b/tests/test_generate_succinct_contour.py index 9295096d2f..1112ff70aa 100644 --- a/tests/test_generate_succinct_contour.py +++ b/tests/test_generate_succinct_contour.py @@ -16,15 +16,15 @@ from monai.apps.pathology.transforms.post.array import GenerateSuccinctContour -TEST_CASE_1 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0. , 1.5]]), - np.array([[0. , 2.5], [0.5, 3. ], [1. , 3.5], [1.5, 4. ]]), - np.array([[4. , 1.5], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), +TEST_CASE_1 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0. , 1.5]]), + np.array([[0. , 2.5], [0.5, 3. ], [1. , 3.5], [1.5, 4. ]]), + np.array([[4. , 1.5], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), np.array([[2.5, 4. ], [3. , 3.5], [3.5, 3. ], [4. , 2.5]])], 5, 5, [[2, 0], [0, 2], [2, 4], [4, 2]]] -TEST_CASE_2 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0.5, 2. ], [0. , 2.5]]), - np.array([[0. , 3.5], [0.5, 4. ], [0.5, 5. ], [1. , 5.5], [1.5, 6. ]]), - np.array([[4. , 2.5], [3.5, 2. ], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), - np.array([[2.5, 6. ], [3. , 5.5], [3.5, 5. ], [3.5, 4. ], [4. , 3.5]])], 5, 7, +TEST_CASE_2 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0.5, 2. ], [0. , 2.5]]), + np.array([[0. , 3.5], [0.5, 4. ], [0.5, 5. ], [1. , 5.5], [1.5, 6. ]]), + np.array([[4. , 2.5], [3.5, 2. ], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), + np.array([[2.5, 6. ], [3. , 5.5], [3.5, 5. ], [3.5, 4. ], [4. , 3.5]])], 5, 7, [[3, 0], [2, 1], [1, 1], [0, 2], [1, 3], [2, 3], [3, 4], [4, 3], [5, 3], [6, 2], [5, 1], [4, 1]]] diff --git a/tests/test_generate_succinct_contourd.py b/tests/test_generate_succinct_contourd.py index 11c7a8b8f6..a00c7872b2 100644 --- a/tests/test_generate_succinct_contourd.py +++ b/tests/test_generate_succinct_contourd.py @@ -17,15 +17,15 @@ from monai.apps.pathology.transforms.post.dictionary import GenerateSuccinctContourd y, x = np.ogrid[0: 5, 0: 5] -TEST_CASE_1 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0. , 1.5]]), - np.array([[0. , 2.5], [0.5, 3. ], [1. , 3.5], [1.5, 4. ]]), - np.array([[4. , 1.5], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), +TEST_CASE_1 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0. , 1.5]]), + np.array([[0. , 2.5], [0.5, 3. ], [1. , 3.5], [1.5, 4. ]]), + np.array([[4. , 1.5], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), np.array([[2.5, 4. ], [3. , 3.5], [3.5, 3. ], [4. , 2.5]])], 5, 5, [[2, 0], [0, 2], [2, 4], [4, 2]]] -TEST_CASE_2 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0.5, 2. ], [0. , 2.5]]), - np.array([[0. , 3.5], [0.5, 4. ], [0.5, 5. ], [1. , 5.5], [1.5, 6. ]]), - np.array([[4. , 2.5], [3.5, 2. ], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), - np.array([[2.5, 6. ], [3. , 5.5], [3.5, 5. ], [3.5, 4. ], [4. , 3.5]])], 5, 7, +TEST_CASE_2 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0.5, 2. ], [0. , 2.5]]), + np.array([[0. , 3.5], [0.5, 4. ], [0.5, 5. ], [1. , 5.5], [1.5, 6. ]]), + np.array([[4. , 2.5], [3.5, 2. ], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), + np.array([[2.5, 6. ], [3. , 5.5], [3.5, 5. ], [3.5, 4. ], [4. , 3.5]])], 5, 7, [[3, 0], [2, 1], [1, 1], [0, 2], [1, 3], [2, 3], [3, 4], [4, 3], [5, 3], [6, 2], [5, 1], [4, 1]]] From dc280c9105d3a6b38c788c636b99097edd4f785b Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Wed, 28 Sep 2022 11:32:10 +0800 Subject: [PATCH 12/34] update unittest in `PostProcessHoVerNetOutput` Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 58 +++++------ .../pathology/transforms/post/dictionary.py | 32 +++--- tests/test_postprocess_hovernet_output.py | 73 ++++++-------- tests/test_postprocess_hovernet_outputd.py | 95 ++++++++---------- tests/testing_data/hovernet_test_data_raw.npz | Bin 0 -> 1184446 bytes 5 files changed, 114 insertions(+), 144 deletions(-) create mode 100644 tests/testing_data/hovernet_test_data_raw.npz diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 4bdf904225..cc65c9b13f 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -15,18 +15,16 @@ import torch from monai.config.type_definitions import NdarrayOrTensor -from monai.data.meta_tensor import get_track_meta from monai.transforms.croppad.array import BoundingRect from monai.transforms.post.array import CalcualteInstanceSegmentationMap, Activations, AsDiscrete from monai.transforms.transform import Transform -from monai.utils import convert_to_numpy, convert_to_tensor, optional_import +from monai.utils import convert_to_numpy, optional_import, convert_to_dst_type from monai.utils.enums import TransformBackends find_contours, _ = optional_import("skimage.measure", name="find_contours") moments, _ = optional_import("skimage.measure", name="moments") - __all__ = ["PostProcessHoVerNetOutput", "GenerateSuccinctContours"] @@ -226,7 +224,6 @@ class PostProcessHoVerNetOutput(Transform): output_classes: number of types considered at output of NC branch. return_centroids: whether to generate coords for each nucleus instance. Defaults to True. - threshold_pred: threshold the float values of prediction to int 0 or 1 with specified theashold. Defaults to 0.5. threshold_overall: threshold the float values of overall gradient map to int 0 or 1 with specified theashold. Defaults to 0.4. min_size: objects smaller than this size are removed. Defaults to 10. @@ -241,7 +238,6 @@ def __init__( self, output_classes: Optional[int] = None, return_centroids: bool = True, - threshold_pred: float = 0.5, threshold_overall: float = 0.4, min_size: int = 10, sigma: Union[Sequence[float], float, Sequence[torch.Tensor], torch.Tensor] = 0.4, @@ -251,9 +247,10 @@ def __init__( self.output_classes = output_classes self.return_centroids = return_centroids + self.activation = Activations(softmax=True) + self.asdiscrete = AsDiscrete(argmax=True) self.get_bbox = BoundingRect() self.get_instance_level_seg_map = CalcualteInstanceSegmentationMap( - threshold_pred=threshold_pred, threshold_overall=threshold_overall, min_size=min_size, sigma=sigma, @@ -261,41 +258,43 @@ def __init__( radius=radius, ) - def __call__(self, np_pred: NdarrayOrTensor, hv_pred: NdarrayOrTensor, nc_pred: Optional[NdarrayOrTensor] = None): + def __call__(self, seg_pred: NdarrayOrTensor, hover_pred: NdarrayOrTensor, type_pred: Optional[NdarrayOrTensor] = None): """ Args: - np_pred: segmentation branch output with shape [1, W, H, [D]]. - hv_pred: hover map branch output with shape [2, W, H, [D]]. - nc_pred: classification branch output with shape [1, W, H, [D]]. Defaults to None. + seg_pred: segmentation branch output with shape [2, H, W]. + hover_pred: hover map branch output with shape [2, H, W]. + type_pred: classification branch output with shape [B, H, W]. Defaults to None. Returns: pred_inst: pixel-wise nuclear instance segmentation prediction. inst_info_dict: a instance-level information dictionary containing bounding_box, centroid and contour. If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. """ - np_pred = convert_to_tensor(np_pred, track_meta=get_track_meta()) - hv_pred = convert_to_tensor(hv_pred, track_meta=get_track_meta()) - if nc_pred is not None: - nc_pred = AsDiscrete(argmax=True)(Activations(softmax=True)(nc_pred)) - nc_pred = convert_to_tensor(nc_pred, track_meta=get_track_meta()) + seg_pred = self.activation(seg_pred) + seg_pred = self.asdiscrete(seg_pred) + seg_pred = convert_to_numpy(seg_pred) + hover_pred = convert_to_numpy(hover_pred) + if type_pred is not None: + type_pred = self.activation(type_pred) + type_pred = self.asdiscrete(type_pred) + type_pred = convert_to_numpy(type_pred) - pred_inst = self.get_instance_level_seg_map(np_pred, hv_pred) + pred_inst = self.get_instance_level_seg_map(seg_pred, hover_pred) inst_info_dict = None if self.return_centroids or self.output_classes is not None: - inst_id_list = torch.unique(pred_inst)[1:] # exlcude background + inst_id_list = np.unique(pred_inst)[1:] # exlcude background inst_info_dict = {} for inst_id in inst_id_list: inst_map = pred_inst == inst_id inst_bbox = self.get_bbox(inst_map) - inst_map = inst_map[inst_bbox[0][0] : inst_bbox[0][1], inst_bbox[1][0] : inst_bbox[1][1]] - inst_map_np = convert_to_numpy(inst_map.squeeze(), dtype=np.uint8) # squeeze remove channel dim - inst_moment = moments(inst_map_np, order=3) + inst_map = inst_map[0, inst_bbox[0][0] : inst_bbox[0][1], inst_bbox[0][2] : inst_bbox[0][3]] + inst_moment = moments(inst_map, order=3) - inst_contour_cv = find_contours(inst_map_np, 0.5) + inst_contour_cv = find_contours(inst_map, level=0.5) generate_contour = GenerateSuccinctContour(inst_map.shape[0], inst_map.shape[1]) inst_contour = generate_contour(inst_contour_cv) - # < 3 points dont make a contour, so skip, likely artifact too + # < 3 points don't make a contour, so skip, likely artifact too # as the contours obtained via approximation => too small or sthg if inst_contour.shape[0] < 3: continue @@ -304,9 +303,9 @@ def __call__(self, np_pred: NdarrayOrTensor, hv_pred: NdarrayOrTensor, nc_pred: inst_centroid = [(inst_moment[0, 1] / inst_moment[0, 0]), (inst_moment[1, 0] / inst_moment[0, 0])] inst_centroid = np.array(inst_centroid) - inst_contour[:, 0] += inst_bbox[0][1] # X + inst_contour[:, 0] += inst_bbox[0][2] # X inst_contour[:, 1] += inst_bbox[0][0] # Y - inst_centroid[0] += inst_bbox[0][1] # X why [0][1] represent x?? + inst_centroid[0] += inst_bbox[0][2] # X inst_centroid[1] += inst_bbox[0][0] # Y inst_info_dict[inst_id] = { # inst_id should start at 1 "bounding_box": inst_bbox, @@ -315,14 +314,15 @@ def __call__(self, np_pred: NdarrayOrTensor, hv_pred: NdarrayOrTensor, nc_pred: "type_probability": None, "type": None, } + if self.output_classes is not None: for inst_id in list(inst_info_dict.keys()): - rmin, cmin, rmax, cmax = (inst_info_dict[inst_id]["bounding_box"]).flatten() - inst_map_crop = pred_inst[:, rmin:rmax, cmin:cmax] - inst_type_crop = nc_pred[:, rmin:rmax, cmin:cmax] - inst_map_crop = inst_map_crop == inst_id + rmin, rmax, cmin, cmax = (inst_info_dict[inst_id]["bounding_box"]).flatten() + inst_map_crop = pred_inst[0, rmin:rmax, cmin:cmax] + inst_type_crop = type_pred[0, rmin:rmax, cmin:cmax] + inst_map_crop = (inst_map_crop == inst_id) inst_type = inst_type_crop[inst_map_crop] - type_list, type_pixels = torch.unique(inst_type, return_counts=True) + type_list, type_pixels = np.unique(inst_type, return_counts=True) type_list = list(zip(type_list, type_pixels)) type_list = sorted(type_list, key=lambda x: x[1], reverse=True) inst_type = type_list[0][0] diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index b744e9a34c..bdca226962 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -69,20 +69,19 @@ class PostProcessHoVerNetOutputd(MapTransform): tranform, it will return pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary. Args: - hv_pred_key: hover map branch output key. Defaults to `HoVerNet.Branch.HV.value`. - nv_pred_key: classification branch output key. Defaults to `HoVerNet.Branch.NC.value`. + hover_pred_key: hover map branch output key. Defaults to `HoVerNet.Branch.HV.value`. + type_pred_key: classification branch output key. Defaults to `HoVerNet.Branch.NC.value`. inst_info_dict_key: a dict contaning a instance-level information dictionary will be added, which including bounding_box, centroid and contour. If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. Defaults to "inst_info". - output_classes: number of types considered at output of NC branch. + output_classes: number of types considered at output of NC branch. Defaults to None. return_centroids: whether to generate coords for each nucleus instance. Defaults to True. - threshold_pred: threshold the float values of prediction to int 0 or 1 with specified theashold. Defaults to 0.5. threshold_overall: threshold the float values of overall gradient map to int 0 or 1 with specified theashold. Defaults to 0.4. min_size: objects smaller than this size are removed. Defaults to 10. sigma: std. could be a single value, or `spatial_dims` number of values. Defaults to 0.4. - kernel_size: the size of the Sobel kernel. Defaults to 17. + kernel_size: the size of the Sobel kernel. Defaults to 21. radius: the radius of the disk-shaped footprint. Defaults to 2. allow_missing_keys: don't raise exception if key is missing. """ @@ -92,23 +91,21 @@ class PostProcessHoVerNetOutputd(MapTransform): def __init__( self, keys: KeysCollection = HoVerNet.Branch.NP.value, - hv_pred_key: str = HoVerNet.Branch.HV.value, - nv_pred_key: str = HoVerNet.Branch.NC.value, + hover_pred_key: str = HoVerNet.Branch.HV.value, + type_pred_key: str = HoVerNet.Branch.NC.value, inst_info_dict_key: str = "inst_info", output_classes: Optional[int] = None, return_centroids: bool = True, - threshold_pred: float = 0.5, threshold_overall: float = 0.4, min_size: int = 10, sigma: Union[Sequence[float], float, Sequence[torch.Tensor], torch.Tensor] = 0.4, - kernel_size: int = 17, + kernel_size: int = 21, radius: int = 2, allow_missing_keys: bool = False, ) -> None: super().__init__(keys, allow_missing_keys) - self.NP_pred_key = keys - self.hv_pred_key = hv_pred_key - self.nv_pred_key = nv_pred_key + self.hover_pred_key = hover_pred_key + self.type_pred_key = type_pred_key self.inst_info_dict_key = inst_info_dict_key self.output_classes = output_classes self.return_centroids = return_centroids @@ -116,7 +113,6 @@ def __init__( self.converter = PostProcessHoVerNetOutput( output_classes=output_classes, return_centroids=return_centroids, - threshold_pred=threshold_pred, threshold_overall=threshold_overall, min_size=min_size, sigma=sigma, @@ -135,14 +131,14 @@ def __call__(self, pred: Mapping[Hashable, NdarrayOrTensor]): """ d = dict(pred) for key in self.key_iterator(d): - np_pred = d[key] - hv_pred = d[self.hv_pred_key] + seg_pred = d[key] + hover_pred = d[self.hover_pred_key] if self.output_classes is not None: - NC_pred = d[self.nv_pred_key] + type_pred = d[self.type_pred_key] else: - NC_pred = None + type_pred = None - d[key], inst_info_dict = self.converter(np_pred, hv_pred, NC_pred) + d[key], inst_info_dict = self.converter(seg_pred, hover_pred, type_pred) d[self.inst_info_dict_key] = inst_info_dict return d diff --git a/tests/test_postprocess_hovernet_output.py b/tests/test_postprocess_hovernet_output.py index 4b27e3cfa3..888b6ac382 100644 --- a/tests/test_postprocess_hovernet_output.py +++ b/tests/test_postprocess_hovernet_output.py @@ -9,69 +9,58 @@ # See the License for the specific language governing permissions and # limitations under the License. +import os import unittest import numpy as np from parameterized import parameterized -from monai.apps.pathology.transforms import PostProcessHoVerNetOutput -from monai.transforms.intensity.array import ComputeHoVerMaps +from monai.apps.pathology.transforms.post.array import PostProcessHoVerNetOutput from monai.utils import min_version, optional_import -from tests.utils import TEST_NDARRAYS +from tests.utils import TEST_NDARRAYS, assert_allclose _, has_skimage = optional_import("skimage", "0.19.3", min_version) +_, has_scipy = optional_import("scipy", "1.8.1", min_version) +Image, has_pil = optional_import("PIL", name="Image") +test_data_path = os.path.join(os.path.dirname(__file__), "testing_data", "hovernet_test_data_raw.npz") +prediction = np.load(test_data_path) + +kwargs = { + "threshold_overall": 0.4, + "min_size": 10, + "sigma": 0.4, + "kernel_size": 21, + "radius": 2, + } TESTS = [] for p in TEST_NDARRAYS: - TEST_CASE_MASK = np.zeros((1, 10, 10), dtype="int16") - TEST_CASE_MASK[:, 2:6, 2:6] = 1 - TEST_CASE_MASK[:, 7:10, 7:10] = 2 - mask = p(TEST_CASE_MASK) - - TEST_CASE_NP = np.zeros((1, 10, 10)) - TEST_CASE_NP[:, 2:6, 2:6] = 0.7 - TEST_CASE_NP[:, 7:10, 7:10] = 0.6 - probs_map_np = p(TEST_CASE_NP) + type_pred = prediction["nc_map"] + seg_pred = prediction["prob_map"] + hover_map = prediction["hover_map"] + expected = prediction["pred_instance"][None] - TEST_CASE_NC = np.zeros((2, 10, 10)) - TEST_CASE_NC[0, 2:6, 2:6] = 0.8 - TEST_CASE_NC[1, 2:6, 2:6] = 1.8 - TEST_CASE_NC[0, 7:10, 7:10] = 0.6 - TEST_CASE_NC[1, 7:10, 7:10] = 1.9 - probs_map_nc = p(TEST_CASE_NC) - - expected_shape = (1, 10, 10) - TESTS.append( - [ - { - "threshold_pred": 0.5, - "threshold_overall": 0.4, - "min_size": 4, - "sigma": 0.4, - "kernel_size": 3, - "radius": 2, - }, - p, - probs_map_np, - probs_map_nc, - mask, - expected_shape, - ] - ) + TESTS.append([kwargs, p, type_pred, seg_pred, hover_map, expected, 20]) @unittest.skipUnless(has_skimage, "Requires scikit-image library.") +@unittest.skipUnless(has_scipy, "Requires scipy library.") +@unittest.skipUnless(has_pil, "Requires PIL library.") class TestPostProcessHoVerNetOutput(unittest.TestCase): @parameterized.expand(TESTS) - def test_output(self, args, in_type, probs_map_np, probs_map_nc, mask, expected): - hover_map = in_type(ComputeHoVerMaps()(mask)) + def test_output(self, args, in_type, type_pred, seg_pred, hover_map, expected, expected_num): postprocesshovernetoutput = PostProcessHoVerNetOutput(**args) - output = postprocesshovernetoutput(probs_map_np, hover_map, probs_map_nc) + output = postprocesshovernetoutput(in_type(seg_pred), in_type(hover_map), in_type(type_pred)) + pred_type = list(output[1].keys()) + + self.assertTupleEqual(output[0].shape, expected.shape) + self.assertEqual(len(pred_type), expected_num) + self.assertEqual(output[1][pred_type[0]]["type"], None) + self.assertEqual(output[1][pred_type[0]]["type_probability"], None) + assert_allclose(output[0], expected, type_test=False) - # temporarily only test shape - self.assertTupleEqual(output[0].shape, expected) if __name__ == "__main__": diff --git a/tests/test_postprocess_hovernet_outputd.py b/tests/test_postprocess_hovernet_outputd.py index f011daca66..519b0d8c66 100644 --- a/tests/test_postprocess_hovernet_outputd.py +++ b/tests/test_postprocess_hovernet_outputd.py @@ -9,78 +9,63 @@ # See the License for the specific language governing permissions and # limitations under the License. +import os import unittest import numpy as np from parameterized import parameterized -from monai.apps.pathology.transforms import PostProcessHoVerNetOutputd -from monai.networks.nets import HoVerNet -from monai.transforms.intensity.array import ComputeHoVerMaps +from monai.apps.pathology.transforms.post.dictionary import PostProcessHoVerNetOutputd from monai.utils import min_version, optional_import -from tests.utils import TEST_NDARRAYS +from tests.utils import TEST_NDARRAYS, assert_allclose _, has_skimage = optional_import("skimage", "0.19.3", min_version) - +_, has_scipy = optional_import("scipy", "1.8.1", min_version) +Image, has_pil = optional_import("PIL", name="Image") + +test_data_path = os.path.join(os.path.dirname(__file__), "testing_data", "hovernet_test_data_raw.npz") +prediction = np.load(test_data_path) + +kwargs = { + "keys": "seg_pred", + "hover_pred_key": "hover_map", + "type_pred_key": "type_pred", + "inst_info_dict_key": "inst_info", + "threshold_overall": 0.4, + "min_size": 10, + "sigma": 0.4, + "kernel_size": 21, + "radius": 2, + } TESTS = [] for p in TEST_NDARRAYS: - TEST_CASE_MASK = np.zeros((1, 10, 10), dtype="int16") - TEST_CASE_MASK[:, 2:6, 2:6] = 1 - TEST_CASE_MASK[:, 7:10, 7:10] = 2 - mask = p(TEST_CASE_MASK) - - TEST_CASE_NP = np.zeros((1, 10, 10)) - TEST_CASE_NP[:, 2:6, 2:6] = 0.7 - TEST_CASE_NP[:, 7:10, 7:10] = 0.6 - probs_map_np = p(TEST_CASE_NP) - - TEST_CASE_NC = np.zeros((2, 10, 10)) - TEST_CASE_NC[0, 2:6, 2:6] = 0.8 - TEST_CASE_NC[1, 2:6, 2:6] = 1.8 - TEST_CASE_NC[0, 7:10, 7:10] = 0.6 - TEST_CASE_NC[1, 7:10, 7:10] = 1.9 - probs_map_nc = p(TEST_CASE_NC) + type_pred = prediction["nc_map"] + seg_pred = prediction["prob_map"] + hover_map = prediction["hover_map"] + expected = prediction["pred_instance"][None] - expected_shape = (1, 10, 10) - TESTS.append( - [ - { - "output_classes": 2, - "threshold_pred": 0.5, - "threshold_overall": 0.4, - "min_size": 4, - "sigma": 0.4, - "kernel_size": 3, - "radius": 2, - }, - p, - probs_map_np, - probs_map_nc, - mask, - expected_shape, - ] - ) + TESTS.append([kwargs, p, type_pred, seg_pred, hover_map, expected, 20]) @unittest.skipUnless(has_skimage, "Requires scikit-image library.") +@unittest.skipUnless(has_scipy, "Requires scipy library.") +@unittest.skipUnless(has_pil, "Requires PIL library.") class TestPostProcessHoVerNetOutputd(unittest.TestCase): @parameterized.expand(TESTS) - def test_output(self, args, in_type, probs_map_np, probs_map_nc, mask, expected): - - hover_map = in_type(ComputeHoVerMaps()(mask)) - pred = { - HoVerNet.Branch.NP.value: probs_map_np, - HoVerNet.Branch.NC.value: probs_map_nc, - HoVerNet.Branch.HV.value: hover_map, - } - - post_process_hovernet_output = PostProcessHoVerNetOutputd(keys=HoVerNet.Branch.NP.value, **args) - output = post_process_hovernet_output(pred) - - # temporarily only test shape - self.assertTupleEqual(output[HoVerNet.Branch.NP.value].shape, expected) - self.assertIsInstance(output["inst_info"], dict) + def test_output(self, args, in_type, type_pred, seg_pred, hover_map, expected, expected_num): + + postprocesshovernetoutputd = PostProcessHoVerNetOutputd(**args) + input = {"seg_pred": in_type(seg_pred), "hover_map": in_type(hover_map), "type_pred": in_type(type_pred)} + output = postprocesshovernetoutputd(input) + pred_type = list(output["inst_info"].keys()) + + self.assertIn("inst_info", output) + self.assertEqual(len(pred_type), expected_num) + self.assertEqual(output["inst_info"][pred_type[0]]["type"], None) + self.assertEqual(output["inst_info"][pred_type[0]]["type_probability"], None) + self.assertTupleEqual(output["seg_pred"].shape, expected.shape) + assert_allclose(output["seg_pred"], expected, type_test=False) if __name__ == "__main__": diff --git a/tests/testing_data/hovernet_test_data_raw.npz b/tests/testing_data/hovernet_test_data_raw.npz new file mode 100644 index 0000000000000000000000000000000000000000..9f0ebea3dcc362d93f3de73c02e1c5c6c69f58c4 GIT binary patch literal 1184446 zcmb5VhdWn~`#)~)y+gKSMUgVk<3Xh&r9{Ih6_rrhX{Wun_TC%SOM|4LtU|+XAW2I` zDfKumbxrBpA*wZMxvrH0s}vU zW9a;qkb1NNF8@}+SZXJBO*w!8vk&99!a=+@&qDVjmDr?GfJIFO7;>uy=R7{ZK>G!D z+|I|{Ay3hN_AQ+MdKC*iZeqLdHTcfIiD<7hzK@{AnF!l{1|1T|aVmKa^nPuC*RT}a^q-4ccjlw~^fWj&PQ%T` 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00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 28 Sep 2022 03:33:11 +0000 Subject: [PATCH 13/34] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- monai/apps/pathology/transforms/post/array.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index cc65c9b13f..ac9ebec3c0 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -19,7 +19,7 @@ from monai.transforms.post.array import CalcualteInstanceSegmentationMap, Activations, AsDiscrete from monai.transforms.transform import Transform -from monai.utils import convert_to_numpy, optional_import, convert_to_dst_type +from monai.utils import convert_to_numpy, optional_import from monai.utils.enums import TransformBackends find_contours, _ = optional_import("skimage.measure", name="find_contours") From e01cb5f0a12180ab572bfeea9544e43493824833 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Wed, 28 Sep 2022 14:50:36 +0800 Subject: [PATCH 14/34] fix CI Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 70 ++++++++----------- .../pathology/transforms/post/dictionary.py | 13 ++-- tests/test_generate_succinct_contour.py | 35 ++++++---- tests/test_generate_succinct_contourd.py | 39 +++++++---- tests/test_postprocess_hovernet_output.py | 9 +-- tests/test_postprocess_hovernet_outputd.py | 20 +++--- 6 files changed, 93 insertions(+), 93 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index cc65c9b13f..9e0bd346a5 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -9,7 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Optional, Sequence, Tuple, Union, List +from typing import Dict, List, Optional, Sequence, Tuple, Union import numpy as np import torch @@ -19,13 +19,13 @@ from monai.transforms.post.array import CalcualteInstanceSegmentationMap, Activations, AsDiscrete from monai.transforms.transform import Transform -from monai.utils import convert_to_numpy, optional_import, convert_to_dst_type +from monai.utils import convert_to_numpy, optional_import from monai.utils.enums import TransformBackends find_contours, _ = optional_import("skimage.measure", name="find_contours") moments, _ = optional_import("skimage.measure", name="moments") -__all__ = ["PostProcessHoVerNetOutput", "GenerateSuccinctContours"] +__all__ = ["PostProcessHoVerNetOutput", "GenerateSuccinctContour"] class GenerateSuccinctContour(Transform): @@ -44,15 +44,11 @@ class GenerateSuccinctContour(Transform): backend = [TransformBackends.NUMPY] - def __init__( - self, - height: int, - width: int, - ) -> None: + def __init__(self, height: int, width: int) -> None: self.height = height self.width = width - def _generate_contour_coord(self, current: np.ndarray, previous: np.ndarray) -> Sequence[int]: + def _generate_contour_coord(self, current: np.ndarray, previous: np.ndarray) -> Tuple[int, int]: """ Generate contour coordinates. Given the previous and current coordinates of border positions, returns the int pixel that marks the extremity of the segmented pixels. @@ -79,7 +75,7 @@ def _generate_contour_coord(self, current: np.ndarray, previous: np.ndarray) -> return row, col - def _calculate_distance_from_topleft(self, sequence: Sequence[Tuple[int]]) -> int: + def _calculate_distance_from_topleft(self, sequence: Sequence[Tuple[int, int]]) -> int: """ Each sequence of coordinates describes a boundary between foreground and background starting and ending at two sides of the bounding box. To order the sequences correctly, we compute the distance from the topleft of the bounding box @@ -91,7 +87,7 @@ def _calculate_distance_from_topleft(self, sequence: Sequence[Tuple[int]]) -> in Returns: the distance round the perimeter of the bounding box from the top-left origin """ - + distance: int first_coord = sequence[0] if first_coord[0] == 0: distance = first_coord[1] @@ -110,12 +106,12 @@ def __call__(self, contours: List[np.ndarray]) -> np.ndarray: contours: list of (n, 2)-ndarrays, scipy-style clockwise line segments, with lines separating foreground/background. Each contour is an ndarray of shape (n, 2), consisting of n (row, column) coordinates along the contour. """ - pixels = None + pixels: List[Tuple[int, int]] = [] sequences = [] corners = [False, False, False, False] for group in contours: - sequence = [] + sequence: List[Tuple[int, int]] = [] last_added = None prev = None corner = -1 @@ -148,12 +144,12 @@ def __call__(self, contours: List[np.ndarray]) -> np.ndarray: last_added = pixel elif i == len(group) - 1: # add this point - pixel = self._generate_contour_coord(coord, prev) + pixel = self._generate_contour_coord(coord, prev) # type: ignore if pixel != last_added: sequence.append(pixel) last_added = pixel elif np.any(coord - prev != group[i + 1] - coord): - pixel = self._generate_contour_coord(coord, prev) + pixel = self._generate_contour_coord(coord, prev) # type: ignore if pixel != last_added: sequence.append(pixel) last_added = pixel @@ -190,16 +186,16 @@ def __call__(self, contours: List[np.ndarray]) -> np.ndarray: # join the sequences into a single contour # starting at top left and rotating clockwise - sequences.sort(key=lambda x: x.get("distance")) + sequences.sort(key=lambda x: x.get("distance")) # type: ignore last = (-1, -1) - for sequence in sequences: - if sequence["sequence"][0] == last: + for _sequence in sequences: + if _sequence["sequence"][0] == last: # type: ignore pixels.pop() if pixels: - pixels = [*pixels, *sequence["sequence"]] + pixels = [*pixels, *_sequence["sequence"]] # type: ignore else: - pixels = sequence["sequence"] + pixels = _sequence["sequence"] # type: ignore last = pixels[-1] if pixels[0] == last: @@ -208,10 +204,7 @@ def __call__(self, contours: List[np.ndarray]) -> np.ndarray: if pixels[0] == (0, 0): pixels.append(pixels.pop(0)) - pixels = np.array(pixels).astype("int32") - pixels = np.flip(pixels) - - return pixels + return np.flip(convert_to_numpy(pixels, dtype=np.int32)) # type: ignore class PostProcessHoVerNetOutput(Transform): @@ -232,7 +225,7 @@ class PostProcessHoVerNetOutput(Transform): radius: the radius of the disk-shaped footprint. Defaults to 2. """ - backend = [TransformBackends.TORCH] + backend = [TransformBackends.NUMPY] def __init__( self, @@ -251,14 +244,10 @@ def __init__( self.asdiscrete = AsDiscrete(argmax=True) self.get_bbox = BoundingRect() self.get_instance_level_seg_map = CalcualteInstanceSegmentationMap( - threshold_overall=threshold_overall, - min_size=min_size, - sigma=sigma, - kernel_size=kernel_size, - radius=radius, + threshold_overall=threshold_overall, min_size=min_size, sigma=sigma, kernel_size=kernel_size, radius=radius ) - def __call__(self, seg_pred: NdarrayOrTensor, hover_pred: NdarrayOrTensor, type_pred: Optional[NdarrayOrTensor] = None): + def __call__(self, seg_pred: NdarrayOrTensor, hover_pred: NdarrayOrTensor, type_pred: Optional[NdarrayOrTensor] = None) -> Tuple[NdarrayOrTensor, Dict]: # type: ignore """ Args: seg_pred: segmentation branch output with shape [2, H, W]. @@ -301,8 +290,9 @@ def __call__(self, seg_pred: NdarrayOrTensor, hover_pred: NdarrayOrTensor, type_ if len(inst_contour.shape) != 2: continue # ! check for tricky shape - inst_centroid = [(inst_moment[0, 1] / inst_moment[0, 0]), (inst_moment[1, 0] / inst_moment[0, 0])] - inst_centroid = np.array(inst_centroid) + inst_centroid = np.array( + [(inst_moment[0, 1] / inst_moment[0, 0]), (inst_moment[1, 0] / inst_moment[0, 0])] + ) inst_contour[:, 0] += inst_bbox[0][2] # X inst_contour[:, 1] += inst_bbox[0][0] # Y inst_centroid[0] += inst_bbox[0][2] # X @@ -317,21 +307,21 @@ def __call__(self, seg_pred: NdarrayOrTensor, hover_pred: NdarrayOrTensor, type_ if self.output_classes is not None: for inst_id in list(inst_info_dict.keys()): - rmin, rmax, cmin, cmax = (inst_info_dict[inst_id]["bounding_box"]).flatten() + rmin, rmax, cmin, cmax = (inst_info_dict[inst_id]["bounding_box"]).flatten() # type: ignore inst_map_crop = pred_inst[0, rmin:rmax, cmin:cmax] - inst_type_crop = type_pred[0, rmin:rmax, cmin:cmax] - inst_map_crop = (inst_map_crop == inst_id) - inst_type = inst_type_crop[inst_map_crop] + inst_type_crop = type_pred[0, rmin:rmax, cmin:cmax] # type: ignore + inst_map_crop = inst_map_crop == inst_id + inst_type = inst_type_crop[inst_map_crop] # type: ignore type_list, type_pixels = np.unique(inst_type, return_counts=True) type_list = list(zip(type_list, type_pixels)) - type_list = sorted(type_list, key=lambda x: x[1], reverse=True) + type_list = sorted(type_list, key=lambda x: x[1], reverse=True) # type: ignore inst_type = type_list[0][0] if inst_type == 0: # ! pick the 2nd most dominant if exist if len(type_list) > 1: inst_type = type_list[1][0] type_dict = {v[0]: v[1] for v in type_list} type_prob = type_dict[inst_type] / (np.sum(inst_map_crop) + 1.0e-6) - inst_info_dict[inst_id]["type"] = int(inst_type) - inst_info_dict[inst_id]["type_probability"] = float(type_prob) + inst_info_dict[inst_id]["type"] = int(inst_type) # type: ignore + inst_info_dict[inst_id]["type_probability"] = float(type_prob) # type: ignore return (pred_inst, inst_info_dict) diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index bdca226962..814159199a 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -9,7 +9,6 @@ # See the License for the specific language governing permissions and # limitations under the License. -from turtle import width from typing import Hashable, Mapping, Optional, Sequence, Union import torch @@ -43,14 +42,10 @@ class GenerateSuccinctContourd(MapTransform): allow_missing_keys: don't raise exception if key is missing. """ + backend = GenerateSuccinctContour.backend - def __init__( - self, - keys: KeysCollection, - height: int, - width: int, - allow_missing_keys: bool = False - ) -> None: + + def __init__(self, keys: KeysCollection, height: int, width: int, allow_missing_keys: bool = False) -> None: super().__init__(keys, allow_missing_keys) self.converter = GenerateSuccinctContour(height=height, width=width) @@ -139,7 +134,7 @@ def __call__(self, pred: Mapping[Hashable, NdarrayOrTensor]): type_pred = None d[key], inst_info_dict = self.converter(seg_pred, hover_pred, type_pred) - d[self.inst_info_dict_key] = inst_info_dict + d[self.inst_info_dict_key] = inst_info_dict # type: ignore return d diff --git a/tests/test_generate_succinct_contour.py b/tests/test_generate_succinct_contour.py index 1112ff70aa..478c23b522 100644 --- a/tests/test_generate_succinct_contour.py +++ b/tests/test_generate_succinct_contour.py @@ -16,17 +16,29 @@ from monai.apps.pathology.transforms.post.array import GenerateSuccinctContour -TEST_CASE_1 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0. , 1.5]]), - np.array([[0. , 2.5], [0.5, 3. ], [1. , 3.5], [1.5, 4. ]]), - np.array([[4. , 1.5], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), - np.array([[2.5, 4. ], [3. , 3.5], [3.5, 3. ], [4. , 2.5]])], 5, 5, [[2, 0], [0, 2], [2, 4], [4, 2]]] - -TEST_CASE_2 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0.5, 2. ], [0. , 2.5]]), - np.array([[0. , 3.5], [0.5, 4. ], [0.5, 5. ], [1. , 5.5], [1.5, 6. ]]), - np.array([[4. , 2.5], [3.5, 2. ], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), - np.array([[2.5, 6. ], [3. , 5.5], [3.5, 5. ], [3.5, 4. ], [4. , 3.5]])], 5, 7, - [[3, 0], [2, 1], [1, 1], [0, 2], [1, 3], [2, 3], [3, 4], [4, 3], [5, 3], [6, 2], [5, 1], [4, 1]]] - +TEST_CASE_1 = [ + [ + np.array([[1.5, 0.0], [1.0, 0.5], [0.5, 1.0], [0.0, 1.5]]), + np.array([[0.0, 2.5], [0.5, 3.0], [1.0, 3.5], [1.5, 4.0]]), + np.array([[4.0, 1.5], [3.5, 1.0], [3.0, 0.5], [2.5, 0.0]]), + np.array([[2.5, 4.0], [3.0, 3.5], [3.5, 3.0], [4.0, 2.5]]), + ], + 5, + 5, + [[2, 0], [0, 2], [2, 4], [4, 2]], +] + +TEST_CASE_2 = [ + [ + np.array([[1.5, 0.0], [1.0, 0.5], [0.5, 1.0], [0.5, 2.0], [0.0, 2.5]]), + np.array([[0.0, 3.5], [0.5, 4.0], [0.5, 5.0], [1.0, 5.5], [1.5, 6.0]]), + np.array([[4.0, 2.5], [3.5, 2.0], [3.5, 1.0], [3.0, 0.5], [2.5, 0.0]]), + np.array([[2.5, 6.0], [3.0, 5.5], [3.5, 5.0], [3.5, 4.0], [4.0, 3.5]]), + ], + 5, + 7, + [[3, 0], [2, 1], [1, 1], [0, 2], [1, 3], [2, 3], [3, 4], [4, 3], [5, 3], [6, 2], [5, 1], [4, 1]], +] class TestGenerateSuccinctContour(unittest.TestCase): @@ -36,6 +48,5 @@ def test_shape(self, test_data, height, width, expected): np.testing.assert_allclose(result, expected) - if __name__ == "__main__": unittest.main() diff --git a/tests/test_generate_succinct_contourd.py b/tests/test_generate_succinct_contourd.py index a00c7872b2..b34142ec0d 100644 --- a/tests/test_generate_succinct_contourd.py +++ b/tests/test_generate_succinct_contourd.py @@ -16,28 +16,39 @@ from monai.apps.pathology.transforms.post.dictionary import GenerateSuccinctContourd -y, x = np.ogrid[0: 5, 0: 5] -TEST_CASE_1 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0. , 1.5]]), - np.array([[0. , 2.5], [0.5, 3. ], [1. , 3.5], [1.5, 4. ]]), - np.array([[4. , 1.5], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), - np.array([[2.5, 4. ], [3. , 3.5], [3.5, 3. ], [4. , 2.5]])], 5, 5, [[2, 0], [0, 2], [2, 4], [4, 2]]] - -TEST_CASE_2 = [[np.array([[1.5, 0. ], [1. , 0.5], [0.5, 1. ], [0.5, 2. ], [0. , 2.5]]), - np.array([[0. , 3.5], [0.5, 4. ], [0.5, 5. ], [1. , 5.5], [1.5, 6. ]]), - np.array([[4. , 2.5], [3.5, 2. ], [3.5, 1. ], [3. , 0.5], [2.5, 0. ]]), - np.array([[2.5, 6. ], [3. , 5.5], [3.5, 5. ], [3.5, 4. ], [4. , 3.5]])], 5, 7, - [[3, 0], [2, 1], [1, 1], [0, 2], [1, 3], [2, 3], [3, 4], [4, 3], [5, 3], [6, 2], [5, 1], [4, 1]]] - +y, x = np.ogrid[0:5, 0:5] +TEST_CASE_1 = [ + [ + np.array([[1.5, 0.0], [1.0, 0.5], [0.5, 1.0], [0.0, 1.5]]), + np.array([[0.0, 2.5], [0.5, 3.0], [1.0, 3.5], [1.5, 4.0]]), + np.array([[4.0, 1.5], [3.5, 1.0], [3.0, 0.5], [2.5, 0.0]]), + np.array([[2.5, 4.0], [3.0, 3.5], [3.5, 3.0], [4.0, 2.5]]), + ], + 5, + 5, + [[2, 0], [0, 2], [2, 4], [4, 2]], +] + +TEST_CASE_2 = [ + [ + np.array([[1.5, 0.0], [1.0, 0.5], [0.5, 1.0], [0.5, 2.0], [0.0, 2.5]]), + np.array([[0.0, 3.5], [0.5, 4.0], [0.5, 5.0], [1.0, 5.5], [1.5, 6.0]]), + np.array([[4.0, 2.5], [3.5, 2.0], [3.5, 1.0], [3.0, 0.5], [2.5, 0.0]]), + np.array([[2.5, 6.0], [3.0, 5.5], [3.5, 5.0], [3.5, 4.0], [4.0, 3.5]]), + ], + 5, + 7, + [[3, 0], [2, 1], [1, 1], [0, 2], [1, 3], [2, 3], [3, 4], [4, 3], [5, 3], [6, 2], [5, 1], [4, 1]], +] class TestGenerateSuccinctContour(unittest.TestCase): @parameterized.expand([TEST_CASE_1, TEST_CASE_2]) def test_shape(self, data, height, width, expected): - test_data = {'contour': data} + test_data = {"contour": data} result = GenerateSuccinctContourd(keys="contour", height=height, width=width)(test_data) np.testing.assert_allclose(result["contour"], expected) - if __name__ == "__main__": unittest.main() diff --git a/tests/test_postprocess_hovernet_output.py b/tests/test_postprocess_hovernet_output.py index 888b6ac382..c77e0ccada 100644 --- a/tests/test_postprocess_hovernet_output.py +++ b/tests/test_postprocess_hovernet_output.py @@ -26,13 +26,7 @@ test_data_path = os.path.join(os.path.dirname(__file__), "testing_data", "hovernet_test_data_raw.npz") prediction = np.load(test_data_path) -kwargs = { - "threshold_overall": 0.4, - "min_size": 10, - "sigma": 0.4, - "kernel_size": 21, - "radius": 2, - } +kwargs = {"threshold_overall": 0.4, "min_size": 10, "sigma": 0.4, "kernel_size": 21, "radius": 2} TESTS = [] for p in TEST_NDARRAYS: @@ -62,6 +56,5 @@ def test_output(self, args, in_type, type_pred, seg_pred, hover_map, expected, e assert_allclose(output[0], expected, type_test=False) - if __name__ == "__main__": unittest.main() diff --git a/tests/test_postprocess_hovernet_outputd.py b/tests/test_postprocess_hovernet_outputd.py index 519b0d8c66..5ebfb41444 100644 --- a/tests/test_postprocess_hovernet_outputd.py +++ b/tests/test_postprocess_hovernet_outputd.py @@ -27,16 +27,16 @@ prediction = np.load(test_data_path) kwargs = { - "keys": "seg_pred", - "hover_pred_key": "hover_map", - "type_pred_key": "type_pred", - "inst_info_dict_key": "inst_info", - "threshold_overall": 0.4, - "min_size": 10, - "sigma": 0.4, - "kernel_size": 21, - "radius": 2, - } + "keys": "seg_pred", + "hover_pred_key": "hover_map", + "type_pred_key": "type_pred", + "inst_info_dict_key": "inst_info", + "threshold_overall": 0.4, + "min_size": 10, + "sigma": 0.4, + "kernel_size": 21, + "radius": 2, +} TESTS = [] for p in TEST_NDARRAYS: From 99ff3a31f7782909de52169c0077978f28bdf9be Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Wed, 12 Oct 2022 21:52:20 +0800 Subject: [PATCH 15/34] refactor `PostProcessHoVerNetOutput` Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 186 +++++++----------- 1 file changed, 73 insertions(+), 113 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 9e0bd346a5..365cc33e31 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -16,8 +16,14 @@ from monai.config.type_definitions import NdarrayOrTensor from monai.transforms.croppad.array import BoundingRect - -from monai.transforms.post.array import CalcualteInstanceSegmentationMap, Activations, AsDiscrete +from monai.transforms.post.array import Activations, AsDiscrete +from monai.apps.pathology.transforms.post.array import ( + Watershed, + GenerateProbabilityMap, + GenerateMask, + GenerateMarkers, + GenerateDistanceMap, +) from monai.transforms.transform import Transform from monai.utils import convert_to_numpy, optional_import from monai.utils.enums import TransformBackends @@ -207,121 +213,75 @@ def __call__(self, contours: List[np.ndarray]) -> np.ndarray: return np.flip(convert_to_numpy(pixels, dtype=np.int32)) # type: ignore -class PostProcessHoVerNetOutput(Transform): +class GenerateInstanceContour(Transform): """ - Post processing script for image tiles. It assumes network has three branches, with a segmentation branch that returns `np_pred`, - a hover map branch that returns `hv_pred` and an optional classification branch that returns `nc_pred`. After this tranform, it - will return pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary. + Generate contour for each instance. Use `GenerateSuccinctContour` to only include + the pixels to which lines need to be drawn Args: - output_classes: number of types considered at output of NC branch. - return_centroids: whether to generate coords for each nucleus instance. - Defaults to True. - threshold_overall: threshold the float values of overall gradient map to int 0 or 1 with specified theashold. - Defaults to 0.4. - min_size: objects smaller than this size are removed. Defaults to 10. - sigma: std. could be a single value, or `spatial_dims` number of values. Defaults to 0.4. - kernel_size: the size of the Sobel kernel. Defaults to 21. - radius: the radius of the disk-shaped footprint. Defaults to 2. - """ - - backend = [TransformBackends.NUMPY] + points_num: assumed that the created contour does not form a contour if it does not contain more points + than the specified value. Defaults to 3. + level: optional. Value along which to find contours in the array. By default, the level is set + to (max(image) + min(image)) / 2. - def __init__( - self, - output_classes: Optional[int] = None, - return_centroids: bool = True, - threshold_overall: float = 0.4, - min_size: int = 10, - sigma: Union[Sequence[float], float, Sequence[torch.Tensor], torch.Tensor] = 0.4, - kernel_size: int = 21, - radius: int = 2, - ) -> None: - self.output_classes = output_classes - self.return_centroids = return_centroids - - self.activation = Activations(softmax=True) - self.asdiscrete = AsDiscrete(argmax=True) - self.get_bbox = BoundingRect() - self.get_instance_level_seg_map = CalcualteInstanceSegmentationMap( - threshold_overall=threshold_overall, min_size=min_size, sigma=sigma, kernel_size=kernel_size, radius=radius - ) - - def __call__(self, seg_pred: NdarrayOrTensor, hover_pred: NdarrayOrTensor, type_pred: Optional[NdarrayOrTensor] = None) -> Tuple[NdarrayOrTensor, Dict]: # type: ignore + """ + def __init__(self, points_num: int = 3, level: Optional[float] = None) -> None: + self.level = level + self.points_num = points_num + + def __call__(self, instance_map, offset): """ Args: - seg_pred: segmentation branch output with shape [2, H, W]. - hover_pred: hover map branch output with shape [2, H, W]. - type_pred: classification branch output with shape [B, H, W]. Defaults to None. - Returns: - pred_inst: pixel-wise nuclear instance segmentation prediction. - inst_info_dict: a instance-level information dictionary containing bounding_box, centroid and contour. - If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. + """ - seg_pred = self.activation(seg_pred) - seg_pred = self.asdiscrete(seg_pred) - seg_pred = convert_to_numpy(seg_pred) - hover_pred = convert_to_numpy(hover_pred) - if type_pred is not None: - type_pred = self.activation(type_pred) - type_pred = self.asdiscrete(type_pred) - type_pred = convert_to_numpy(type_pred) - - pred_inst = self.get_instance_level_seg_map(seg_pred, hover_pred) - - inst_info_dict = None - if self.return_centroids or self.output_classes is not None: - inst_id_list = np.unique(pred_inst)[1:] # exlcude background - inst_info_dict = {} - for inst_id in inst_id_list: - inst_map = pred_inst == inst_id - inst_bbox = self.get_bbox(inst_map) - inst_map = inst_map[0, inst_bbox[0][0] : inst_bbox[0][1], inst_bbox[0][2] : inst_bbox[0][3]] - inst_moment = moments(inst_map, order=3) - - inst_contour_cv = find_contours(inst_map, level=0.5) - generate_contour = GenerateSuccinctContour(inst_map.shape[0], inst_map.shape[1]) - inst_contour = generate_contour(inst_contour_cv) - - # < 3 points don't make a contour, so skip, likely artifact too - # as the contours obtained via approximation => too small or sthg - if inst_contour.shape[0] < 3: - continue - if len(inst_contour.shape) != 2: - continue # ! check for tricky shape - - inst_centroid = np.array( - [(inst_moment[0, 1] / inst_moment[0, 0]), (inst_moment[1, 0] / inst_moment[0, 0])] - ) - inst_contour[:, 0] += inst_bbox[0][2] # X - inst_contour[:, 1] += inst_bbox[0][0] # Y - inst_centroid[0] += inst_bbox[0][2] # X - inst_centroid[1] += inst_bbox[0][0] # Y - inst_info_dict[inst_id] = { # inst_id should start at 1 - "bounding_box": inst_bbox, - "centroid": inst_centroid, - "contour": inst_contour, - "type_probability": None, - "type": None, - } - - if self.output_classes is not None: - for inst_id in list(inst_info_dict.keys()): - rmin, rmax, cmin, cmax = (inst_info_dict[inst_id]["bounding_box"]).flatten() # type: ignore - inst_map_crop = pred_inst[0, rmin:rmax, cmin:cmax] - inst_type_crop = type_pred[0, rmin:rmax, cmin:cmax] # type: ignore - inst_map_crop = inst_map_crop == inst_id - inst_type = inst_type_crop[inst_map_crop] # type: ignore - type_list, type_pixels = np.unique(inst_type, return_counts=True) - type_list = list(zip(type_list, type_pixels)) - type_list = sorted(type_list, key=lambda x: x[1], reverse=True) # type: ignore - inst_type = type_list[0][0] - if inst_type == 0: # ! pick the 2nd most dominant if exist - if len(type_list) > 1: - inst_type = type_list[1][0] - type_dict = {v[0]: v[1] for v in type_list} - type_prob = type_dict[inst_type] / (np.sum(inst_map_crop) + 1.0e-6) - inst_info_dict[inst_id]["type"] = int(inst_type) # type: ignore - inst_info_dict[inst_id]["type_probability"] = float(type_prob) # type: ignore - - return (pred_inst, inst_info_dict) + inst_contour_cv = find_contours(instance_map, level=self.level) + generate_contour = GenerateSuccinctContour(instance_map.shape[0], instance_map.shape[1]) + inst_contour = generate_contour(inst_contour_cv) + + # < `self.points_num` points don't make a contour, so skip, likely artifact too + # as the contours obtained via approximation => too small or sthg + if inst_contour.shape[0] < self.points_num: + return False + elif len(inst_contour.shape) != 2: + return False # ! check for tricky shape + else: + inst_contour[:, 0] += offset[0] # X + inst_contour[:, 1] += offset[1] # Y + + return inst_contour + + +class GenerateInstanceCentroid(Transform): + def __init__(self) -> None: + pass + + def __call__(self, pred_instance_map, offset) -> Any: + inst_moment = moments(pred_instance_map, order=3) + + inst_centroid = np.array( + [(inst_moment[0, 1] / inst_moment[0, 0]), (inst_moment[1, 0] / inst_moment[0, 0])] + ) + inst_centroid[0] += offset[0] # X + inst_centroid[1] += offset[1] # Y + + return inst_centroid + + +class GenerateInstanceType(Transform): + def __init__(self) -> None: + super().__init__() + + def __call__(self, instance_type_map, instance_seg_map, instance_id): + instance_map = instance_map == instance_id + inst_type = instance_type_map[instance_id] # type: ignore + type_list, type_pixels = np.unique(inst_type, return_counts=True) + type_list = list(zip(type_list, type_pixels)) + type_list = sorted(type_list, key=lambda x: x[1], reverse=True) # type: ignore + inst_type = type_list[0][0] + if inst_type == 0: # ! pick the 2nd most dominant if exist + if len(type_list) > 1: + inst_type = type_list[1][0] + type_dict = {v[0]: v[1] for v in type_list} + type_prob = type_dict[inst_type] / (np.sum(instance_id) + 1.0e-6) + + return int(inst_type), float(type_prob) From 3fcadb5d274719df04ec8ea2e6f3219ebf796431 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 12 Oct 2022 13:53:58 +0000 Subject: [PATCH 16/34] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- monai/apps/pathology/transforms/post/array.py | 25 ++++++------------- 1 file changed, 7 insertions(+), 18 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 365cc33e31..19666a06d1 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -9,21 +9,10 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Dict, List, Optional, Sequence, Tuple, Union +from typing import List, Optional, Sequence, Tuple import numpy as np -import torch - -from monai.config.type_definitions import NdarrayOrTensor -from monai.transforms.croppad.array import BoundingRect -from monai.transforms.post.array import Activations, AsDiscrete -from monai.apps.pathology.transforms.post.array import ( - Watershed, - GenerateProbabilityMap, - GenerateMask, - GenerateMarkers, - GenerateDistanceMap, -) + from monai.transforms.transform import Transform from monai.utils import convert_to_numpy, optional_import from monai.utils.enums import TransformBackends @@ -221,18 +210,18 @@ class GenerateInstanceContour(Transform): Args: points_num: assumed that the created contour does not form a contour if it does not contain more points than the specified value. Defaults to 3. - level: optional. Value along which to find contours in the array. By default, the level is set - to (max(image) + min(image)) / 2. + level: optional. Value along which to find contours in the array. By default, the level is set + to (max(image) + min(image)) / 2. """ def __init__(self, points_num: int = 3, level: Optional[float] = None) -> None: self.level = level self.points_num = points_num - + def __call__(self, instance_map, offset): """ Args: - + """ inst_contour_cv = find_contours(instance_map, level=self.level) generate_contour = GenerateSuccinctContour(instance_map.shape[0], instance_map.shape[1]) @@ -270,7 +259,7 @@ def __call__(self, pred_instance_map, offset) -> Any: class GenerateInstanceType(Transform): def __init__(self) -> None: super().__init__() - + def __call__(self, instance_type_map, instance_seg_map, instance_id): instance_map = instance_map == instance_id inst_type = instance_type_map[instance_id] # type: ignore From c14137806d22b2c4623957ec9a7f64e54fddcf4b Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Thu, 13 Oct 2022 12:13:04 +0800 Subject: [PATCH 17/34] finish array refactor Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 97 ++++++++++++------- 1 file changed, 61 insertions(+), 36 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 365cc33e31..290fddd0fb 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -9,29 +9,22 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Dict, List, Optional, Sequence, Tuple, Union +from typing import List, Optional, Sequence, Tuple, Union import numpy as np -import torch - -from monai.config.type_definitions import NdarrayOrTensor -from monai.transforms.croppad.array import BoundingRect -from monai.transforms.post.array import Activations, AsDiscrete -from monai.apps.pathology.transforms.post.array import ( - Watershed, - GenerateProbabilityMap, - GenerateMask, - GenerateMarkers, - GenerateDistanceMap, -) + +from monai.config.type_definitions import DtypeLike, NdarrayOrTensor from monai.transforms.transform import Transform +from monai.transforms.utils_pytorch_numpy_unification import unique from monai.utils import convert_to_numpy, optional_import from monai.utils.enums import TransformBackends +from monai.utils.misc import ensure_tuple_rep +from monai.utils.type_conversion import convert_to_dst_type find_contours, _ = optional_import("skimage.measure", name="find_contours") -moments, _ = optional_import("skimage.measure", name="moments") +centroid, _ = optional_import("skimage.measure", name="centroid") -__all__ = ["PostProcessHoVerNetOutput", "GenerateSuccinctContour"] +__all__ = ["GenerateSuccinctContour", "GenerateInstanceContour", "GenerateInstanceCentroid", "GenerateInstanceType"] class GenerateSuccinctContour(Transform): @@ -215,7 +208,7 @@ def __call__(self, contours: List[np.ndarray]) -> np.ndarray: class GenerateInstanceContour(Transform): """ - Generate contour for each instance. Use `GenerateSuccinctContour` to only include + Generate contour for each instance in a 2D array. Use `GenerateSuccinctContour` to only include the pixels to which lines need to be drawn Args: @@ -229,52 +222,84 @@ def __init__(self, points_num: int = 3, level: Optional[float] = None) -> None: self.level = level self.points_num = points_num - def __call__(self, instance_map, offset): + def __call__(self, image: NdarrayOrTensor, offset: Optional[Sequence[int]] = (0, 0)) -> np.ndarray: """ Args: - + image: instance-level segmentation result. Shape should be [C, H, W] + offset: optional, offset of starting position of the instance in the array, default is (0, 0). """ - inst_contour_cv = find_contours(instance_map, level=self.level) - generate_contour = GenerateSuccinctContour(instance_map.shape[0], instance_map.shape[1]) + inst_contour_cv = find_contours(image, level=self.level) + generate_contour = GenerateSuccinctContour(image.shape[0], image.shape[1]) inst_contour = generate_contour(inst_contour_cv) # < `self.points_num` points don't make a contour, so skip, likely artifact too # as the contours obtained via approximation => too small or sthg if inst_contour.shape[0] < self.points_num: + print(f"< {self.points_num} points don't make a contour, so skip") return False elif len(inst_contour.shape) != 2: + print(f"{len(inst_contour.shape)} != 2, check for tricky shape") return False # ! check for tricky shape else: inst_contour[:, 0] += offset[0] # X inst_contour[:, 1] += offset[1] # Y - return inst_contour class GenerateInstanceCentroid(Transform): - def __init__(self) -> None: - pass + """ + Generate instance centroid using `skimage.measure.centroid`. + + Args: + dtype: the data type of output centroid. - def __call__(self, pred_instance_map, offset) -> Any: - inst_moment = moments(pred_instance_map, order=3) + """ + def __init__(self, dtype: Optional[DtypeLike] = None) -> None: + self.dtype = dtype - inst_centroid = np.array( - [(inst_moment[0, 1] / inst_moment[0, 0]), (inst_moment[1, 0] / inst_moment[0, 0])] - ) - inst_centroid[0] += offset[0] # X - inst_centroid[1] += offset[1] # Y + def __call__(self, image: NdarrayOrTensor, offset: Union[Sequence[int], int] = 0) -> np.ndarray: + """ + Args: + image: instance-level segmentation result. Shape should be [1, H, W, [D]] + offset: optional, offset of starting position of the instance in the array, default is 0 for each dim. - return inst_centroid + """ + image = convert_to_numpy(image) + image = image.squeeze(0) # squeeze channel dim + ndim = len(image.shape) + offset = ensure_tuple_rep(offset, ndim) + + inst_centroid = centroid(image) + for i in range(ndim): + inst_centroid[i] += offset[i] + + return convert_to_dst_type(inst_centroid, image, dtype=self.dtype) class GenerateInstanceType(Transform): + """ + Generate instance type and probability for each instance. + """ def __init__(self) -> None: super().__init__() - def __call__(self, instance_type_map, instance_seg_map, instance_id): - instance_map = instance_map == instance_id - inst_type = instance_type_map[instance_id] # type: ignore - type_list, type_pixels = np.unique(inst_type, return_counts=True) + def __call__(self, bbox, type_pred, seg_pred, instance_id): + """ + Args: + bbox: bounding box coordinates of the instance, shape is [channel, 2 * spatial dims]. + type_pred: pixel-level type prediction map after activation function. + seg_pred: pixel-level segmentation prediction map after activation function. + instance_id: get instance type from specified instance id. + """ + + rmin, rmax, cmin, cmax = bbox.flatten() + seg_map_crop = seg_pred[0, rmin:rmax, cmin:cmax] + type_map_crop = type_pred[0, rmin:rmax, cmin:cmax] + + seg_map_crop = seg_map_crop == instance_id + inst_type = type_map_crop[seg_map_crop] # type: ignore + type_list = unique(inst_type) + type_pixels = len(type_list) type_list = list(zip(type_list, type_pixels)) type_list = sorted(type_list, key=lambda x: x[1], reverse=True) # type: ignore inst_type = type_list[0][0] @@ -282,6 +307,6 @@ def __call__(self, instance_type_map, instance_seg_map, instance_id): if len(type_list) > 1: inst_type = type_list[1][0] type_dict = {v[0]: v[1] for v in type_list} - type_prob = type_dict[inst_type] / (np.sum(instance_id) + 1.0e-6) + type_prob = type_dict[inst_type] / (sum(seg_map_crop) + 1.0e-6) return int(inst_type), float(type_prob) From 03621a2a0b59d5faafd65161378197fa617e0545 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 13 Oct 2022 04:15:25 +0000 Subject: [PATCH 18/34] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- monai/apps/pathology/transforms/post/array.py | 13 ++----------- 1 file changed, 2 insertions(+), 11 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index cef7a5659d..c9548fa913 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -14,15 +14,6 @@ import numpy as np from monai.config.type_definitions import NdarrayOrTensor -from monai.transforms.croppad.array import BoundingRect -from monai.transforms.post.array import Activations, AsDiscrete -from monai.apps.pathology.transforms.post.array import ( - Watershed, - GenerateProbabilityMap, - GenerateMask, - GenerateMarkers, - GenerateDistanceMap, -) from monai.transforms.transform import Transform from monai.transforms.utils_pytorch_numpy_unification import unique from monai.utils import convert_to_numpy, optional_import @@ -230,7 +221,7 @@ class GenerateInstanceContour(Transform): def __init__(self, points_num: int = 3, level: Optional[float] = None) -> None: self.level = level self.points_num = points_num - + def __call__(self, image: NdarrayOrTensor, offset: Optional[Sequence[int]] = (0, 0)) -> np.ndarray: """ Args: @@ -291,7 +282,7 @@ class GenerateInstanceType(Transform): """ def __init__(self) -> None: super().__init__() - + def __call__(self, bbox, type_pred, seg_pred, instance_id): """ Args: From 0dc41b5011fc11b08d239f9d796dd31696873aec Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Thu, 13 Oct 2022 14:52:33 +0800 Subject: [PATCH 19/34] refactor dict transform Signed-off-by: KumoLiu --- .../pathology/transforms/post/__init__.py | 5 +- monai/apps/pathology/transforms/post/array.py | 25 +- .../pathology/transforms/post/dictionary.py | 218 ++++++++++++------ 3 files changed, 163 insertions(+), 85 deletions(-) diff --git a/monai/apps/pathology/transforms/post/__init__.py b/monai/apps/pathology/transforms/post/__init__.py index 3f1200bb48..1654b0a284 100644 --- a/monai/apps/pathology/transforms/post/__init__.py +++ b/monai/apps/pathology/transforms/post/__init__.py @@ -9,12 +9,9 @@ # See the License for the specific language governing permissions and # limitations under the License. -from .array import GenerateSuccinctContour, PostProcessHoVerNetOutput +from .array import GenerateSuccinctContour from .dictionary import ( GenerateSuccinctContourD, GenerateSuccinctContourd, GenerateSuccinctContourDict, - PostProcessHoVerNetOutputD, - PostProcessHoVerNetOutputd, - PostProcessHoVerNetOutputDict, ) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index c9548fa913..cfa943af45 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -13,7 +13,7 @@ import numpy as np -from monai.config.type_definitions import NdarrayOrTensor +from monai.config.type_definitions import DtypeLike, NdarrayOrTensor from monai.transforms.transform import Transform from monai.transforms.utils_pytorch_numpy_unification import unique from monai.utils import convert_to_numpy, optional_import @@ -218,6 +218,9 @@ class GenerateInstanceContour(Transform): to (max(image) + min(image)) / 2. """ + + backend = [TransformBackends.NUMPY] + def __init__(self, points_num: int = 3, level: Optional[float] = None) -> None: self.level = level self.points_num = points_num @@ -236,10 +239,10 @@ def __call__(self, image: NdarrayOrTensor, offset: Optional[Sequence[int]] = (0, # as the contours obtained via approximation => too small or sthg if inst_contour.shape[0] < self.points_num: print(f"< {self.points_num} points don't make a contour, so skip") - return False + return None elif len(inst_contour.shape) != 2: print(f"{len(inst_contour.shape)} != 2, check for tricky shape") - return False # ! check for tricky shape + return None # ! check for tricky shape else: inst_contour[:, 0] += offset[0] # X inst_contour[:, 1] += offset[1] # Y @@ -254,6 +257,9 @@ class GenerateInstanceCentroid(Transform): dtype: the data type of output centroid. """ + + backend = [TransformBackends.NUMPY] + def __init__(self, dtype: Optional[DtypeLike] = None) -> None: self.dtype = dtype @@ -280,15 +286,24 @@ class GenerateInstanceType(Transform): """ Generate instance type and probability for each instance. """ + + backend = [TransformBackends.NUMPY] + def __init__(self) -> None: super().__init__() - def __call__(self, bbox, type_pred, seg_pred, instance_id): + def __call__( + self, + type_pred: NdarrayOrTensor, + seg_pred: NdarrayOrTensor, + bbox: np.ndarray, + instance_id: int + ) -> Sequence[int, float]: """ Args: - bbox: bounding box coordinates of the instance, shape is [channel, 2 * spatial dims]. type_pred: pixel-level type prediction map after activation function. seg_pred: pixel-level segmentation prediction map after activation function. + bbox: bounding box coordinates of the instance, shape is [channel, 2 * spatial dims]. instance_id: get instance type from specified instance id. """ diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 814159199a..8e3b1d41c1 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -9,17 +9,14 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Hashable, Mapping, Optional, Sequence, Union - -import torch +from typing import Optional from monai.config import KeysCollection -from monai.config.type_definitions import NdarrayOrTensor -from monai.networks.nets import HoVerNet +from monai.config.type_definitions import DtypeLike from monai.transforms.transform import MapTransform from monai.utils import optional_import -from .array import GenerateSuccinctContour, PostProcessHoVerNetOutput +from .array import GenerateSuccinctContour, GenerateInstanceContour, GenerateInstanceCentroid, GenerateInstanceType find_contours, _ = optional_import("skimage.measure", name="find_contours") moments, _ = optional_import("skimage.measure", name="moments") @@ -28,15 +25,26 @@ "GenerateSuccinctContourDict", "GenerateSuccinctContourD", "GenerateSuccinctContourd", - "PostProcessHoVerNetOutputDict", - "PostProcessHoVerNetOutputD", - "PostProcessHoVerNetOutputd", + "GenerateInstanceContourDict", + "GenerateInstanceContourD", + "GenerateInstanceContourd", + "GenerateInstanceCentroidDict", + "GenerateInstanceCentroidD", + "GenerateInstanceCentroidd", + "GenerateInstanceTypeDict", + "GenerateInstanceTypeD", + "GenerateInstanceTyped", ] class GenerateSuccinctContourd(MapTransform): """ + Dictionary-based wrapper of :py:class:`monai.apps.pathology.transforms.post.array.GenerateSuccinctContour`. + Converts Scipy-style contours(generated by skimage.measure.find_contours) to a more succinct version which + only includes the pixels to which lines need to be drawn (i.e. not the intervening pixels along each line). + Args: + keys: keys of the corresponding items to be transformed. height: height of bounding box, used to detect direction of line segment. width: width of bounding box, used to detect direction of line segment. allow_missing_keys: don't raise exception if key is missing. @@ -57,87 +65,145 @@ def __call__(self, data): return d -class PostProcessHoVerNetOutputd(MapTransform): +class GenerateInstanceContourd(MapTransform): + """ + Dictionary-based wrapper of :py:class:`monai.apps.pathology.transforms.post.array.GenerateInstanceContour`. + Generate contour for each instance in a 2D array. Use `GenerateSuccinctContour` to only include the pixels + to which lines need to be drawn + + Args: + keys: keys of the corresponding items to be transformed. + contour_key_postfix: the output contour coordinates will be written to the value of + `{key}_{contour_key_postfix}`. + offset_key: keys of offset used in `GenerateInstanceContour`. + points_num: assumed that the created contour does not form a contour if it does not contain more points + than the specified value. Defaults to 3. + level: optional. Value along which to find contours in the array. By default, the level is set + to (max(image) + min(image)) / 2. + allow_missing_keys: don't raise exception if key is missing. + + """ + + backend = GenerateInstanceContour.backend + + def __init__( + self, + keys: KeysCollection, + contour_key_postfix: str = "contour", + offset_key: Optional[str] = None, + points_num: int = 3, + level: Optional[float] = None, + allow_missing_keys: bool = False + ) -> None: + super().__init__(keys, allow_missing_keys) + self.converter = GenerateInstanceContour(points_num=points_num, level=level) + self.contour_key_postfix = contour_key_postfix + self.offset_key = offset_key + + def __call__(self, data): + d = dict(data) + for key in self.key_iterator(d): + offset = d[self.offset_key] if self.offset_key else None + contour = self.converter(d[key], offset) + key_to_add = f"{key}_{self.contour_key_postfix}" + if key_to_add in d: + raise KeyError(f"Contour with key {key_to_add} already exists.") + d[key_to_add] = contour + return d + + +class GenerateInstanceCentroidd(MapTransform): """ - Dictionary-based transform that post processing image tiles. It assumes network has three branches, with a segmentation branch that - returns `np_pred`, a hover map branch that returns `hv_pred` and an optional classification branch that returns `nc_pred`. After this - tranform, it will return pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary. + Dictionary-based wrapper of :py:class:`monai.apps.pathology.transforms.post.array.GenerateInstanceCentroid`. + Generate instance centroid using `skimage.measure.centroid`. Args: - hover_pred_key: hover map branch output key. Defaults to `HoVerNet.Branch.HV.value`. - type_pred_key: classification branch output key. Defaults to `HoVerNet.Branch.NC.value`. - inst_info_dict_key: a dict contaning a instance-level information dictionary will be added, which including bounding_box, - centroid and contour. If output_classes is not None, the dictionary will also contain pixel-wise nuclear type prediction. - Defaults to "inst_info". - output_classes: number of types considered at output of NC branch. Defaults to None. - return_centroids: whether to generate coords for each nucleus instance. - Defaults to True. - threshold_overall: threshold the float values of overall gradient map to int 0 or 1 with specified theashold. - Defaults to 0.4. - min_size: objects smaller than this size are removed. Defaults to 10. - sigma: std. could be a single value, or `spatial_dims` number of values. Defaults to 0.4. - kernel_size: the size of the Sobel kernel. Defaults to 21. - radius: the radius of the disk-shaped footprint. Defaults to 2. + keys: keys of the corresponding items to be transformed. + centroid_key_postfix: the output centroid coordinates will be written to the value of + `{key}_{centroid_key_postfix}`. + offset_key: keys of offset used in `GenerateInstanceCentroid`. + dtype: the data type of output centroid. allow_missing_keys: don't raise exception if key is missing. + """ - backend = PostProcessHoVerNetOutput.backend + backend = GenerateInstanceCentroid.backend def __init__( - self, - keys: KeysCollection = HoVerNet.Branch.NP.value, - hover_pred_key: str = HoVerNet.Branch.HV.value, - type_pred_key: str = HoVerNet.Branch.NC.value, - inst_info_dict_key: str = "inst_info", - output_classes: Optional[int] = None, - return_centroids: bool = True, - threshold_overall: float = 0.4, - min_size: int = 10, - sigma: Union[Sequence[float], float, Sequence[torch.Tensor], torch.Tensor] = 0.4, - kernel_size: int = 21, - radius: int = 2, - allow_missing_keys: bool = False, + self, + keys: KeysCollection, + centroid_key_postfix: str = "centroid", + offset_key: Optional[str] = None, + dtype: Optional[DtypeLike] = None, + allow_missing_keys: bool = False ) -> None: super().__init__(keys, allow_missing_keys) - self.hover_pred_key = hover_pred_key - self.type_pred_key = type_pred_key - self.inst_info_dict_key = inst_info_dict_key - self.output_classes = output_classes - self.return_centroids = return_centroids - - self.converter = PostProcessHoVerNetOutput( - output_classes=output_classes, - return_centroids=return_centroids, - threshold_overall=threshold_overall, - min_size=min_size, - sigma=sigma, - kernel_size=kernel_size, - radius=radius, - ) - - def __call__(self, pred: Mapping[Hashable, NdarrayOrTensor]): - """ - Args: - pred: a dict combined output of classification(NC, optional), segmentation(NP) and hover map(HV) branches. - - Returns: - pixel-wise nuclear instance segmentation prediction and a instance-level information dictionary stored in - `inst_info_dict_key`. - """ - d = dict(pred) + self.converter = GenerateInstanceCentroid(dtype=dtype) + self.centroid_key_postfix = centroid_key_postfix + self.offset_key = offset_key + + def __call__(self, data): + d = dict(data) for key in self.key_iterator(d): - seg_pred = d[key] - hover_pred = d[self.hover_pred_key] - if self.output_classes is not None: - type_pred = d[self.type_pred_key] - else: - type_pred = None + offset = d[self.offset_key] if self.offset_key else None + centroid = self.converter(d[key], offset) + key_to_add = f"{key}_{self.centroid_key_postfix}" + if key_to_add in d: + raise KeyError(f"Centroid with key {key_to_add} already exists.") + d[key_to_add] = centroid + return d + + +class GenerateInstanceTyped(MapTransform): + """ + Dictionary-based wrapper of :py:class:`monai.apps.pathology.transforms.post.array.GenerateInstanceType`. + Generate instance type and probability for each instance. - d[key], inst_info_dict = self.converter(seg_pred, hover_pred, type_pred) - d[self.inst_info_dict_key] = inst_info_dict # type: ignore + Args: + keys: keys of the corresponding items to be transformed. + type_info_key: the output instance type and probability will be written to the value of + `{type_info_key}`. + bbox_key: keys of bounding box. + seg_pred_key: keys of segmentation prediction map. + instance_id_key: keys of instance id. + allow_missing_keys: don't raise exception if key is missing. + + """ + backend = GenerateInstanceType.backend + + def __init__( + self, + keys: KeysCollection, + type_info_key: str = "type_info", + bbox_key: str = "bbox", + seg_pred_key: str = "seg", + instance_id_key: str = "id", + allow_missing_keys: bool = False + ) -> None: + super().__init__(keys, allow_missing_keys) + self.converter = GenerateInstanceType() + self.type_info_key = type_info_key + self.bbox_key = bbox_key + self.seg_pred_key = seg_pred_key + self.instance_id_key = instance_id_key + + def __call__(self, data): + d = dict(data) + for key in self.key_iterator(d): + seg = d[self.seg_pred_key] + bbox = d[self.bbox_key] + id = d[self.instance_id_key] + instance_type, type_prob = self.converter(d[key], seg, bbox, id) + key_to_add = f"{self.type_info_key}" + if key_to_add in d: + raise KeyError(f"Type information with key {key_to_add} already exists.") + d[key_to_add] = {'inst_type': instance_type, 'type_prob': type_prob} return d -PostProcessHoVerNetOutputDict = PostProcessHoVerNetOutputD = PostProcessHoVerNetOutputd + GenerateSuccinctContourDict = GenerateSuccinctContourD = GenerateSuccinctContourd +GenerateInstanceContourDict = GenerateInstanceContourD = GenerateInstanceContourd +GenerateInstanceCentroidDict = GenerateInstanceCentroidD = GenerateInstanceCentroidd +GenerateInstanceTypeDict = GenerateInstanceTypeD = GenerateInstanceTyped From 1e752cf16af5cfafe7ddd7fdf547470e1a6c90e4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 13 Oct 2022 06:53:33 +0000 Subject: [PATCH 20/34] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- monai/apps/pathology/transforms/post/array.py | 2 +- .../pathology/transforms/post/dictionary.py | 22 +++++++++---------- 2 files changed, 12 insertions(+), 12 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index cfa943af45..495926e147 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -293,7 +293,7 @@ def __init__(self) -> None: super().__init__() def __call__( - self, + self, type_pred: NdarrayOrTensor, seg_pred: NdarrayOrTensor, bbox: np.ndarray, diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 8e3b1d41c1..ccff9ea48f 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -40,9 +40,9 @@ class GenerateSuccinctContourd(MapTransform): """ Dictionary-based wrapper of :py:class:`monai.apps.pathology.transforms.post.array.GenerateSuccinctContour`. - Converts Scipy-style contours(generated by skimage.measure.find_contours) to a more succinct version which + Converts Scipy-style contours(generated by skimage.measure.find_contours) to a more succinct version which only includes the pixels to which lines need to be drawn (i.e. not the intervening pixels along each line). - + Args: keys: keys of the corresponding items to be transformed. height: height of bounding box, used to detect direction of line segment. @@ -70,10 +70,10 @@ class GenerateInstanceContourd(MapTransform): Dictionary-based wrapper of :py:class:`monai.apps.pathology.transforms.post.array.GenerateInstanceContour`. Generate contour for each instance in a 2D array. Use `GenerateSuccinctContour` to only include the pixels to which lines need to be drawn - + Args: keys: keys of the corresponding items to be transformed. - contour_key_postfix: the output contour coordinates will be written to the value of + contour_key_postfix: the output contour coordinates will be written to the value of `{key}_{contour_key_postfix}`. offset_key: keys of offset used in `GenerateInstanceContour`. points_num: assumed that the created contour does not form a contour if it does not contain more points @@ -87,12 +87,12 @@ class GenerateInstanceContourd(MapTransform): backend = GenerateInstanceContour.backend def __init__( - self, + self, keys: KeysCollection, contour_key_postfix: str = "contour", offset_key: Optional[str] = None, - points_num: int = 3, - level: Optional[float] = None, + points_num: int = 3, + level: Optional[float] = None, allow_missing_keys: bool = False ) -> None: super().__init__(keys, allow_missing_keys) @@ -119,7 +119,7 @@ class GenerateInstanceCentroidd(MapTransform): Args: keys: keys of the corresponding items to be transformed. - centroid_key_postfix: the output centroid coordinates will be written to the value of + centroid_key_postfix: the output centroid coordinates will be written to the value of `{key}_{centroid_key_postfix}`. offset_key: keys of offset used in `GenerateInstanceCentroid`. dtype: the data type of output centroid. @@ -130,7 +130,7 @@ class GenerateInstanceCentroidd(MapTransform): backend = GenerateInstanceCentroid.backend def __init__( - self, + self, keys: KeysCollection, centroid_key_postfix: str = "centroid", offset_key: Optional[str] = None, @@ -161,7 +161,7 @@ class GenerateInstanceTyped(MapTransform): Args: keys: keys of the corresponding items to be transformed. - type_info_key: the output instance type and probability will be written to the value of + type_info_key: the output instance type and probability will be written to the value of `{type_info_key}`. bbox_key: keys of bounding box. seg_pred_key: keys of segmentation prediction map. @@ -173,7 +173,7 @@ class GenerateInstanceTyped(MapTransform): backend = GenerateInstanceType.backend def __init__( - self, + self, keys: KeysCollection, type_info_key: str = "type_info", bbox_key: str = "bbox", From 4a11feec291ca8be884a7ee4835ea0a5fef9f447 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Thu, 13 Oct 2022 15:13:26 +0800 Subject: [PATCH 21/34] update init and minor fix Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/__init__.py | 14 +++++--- .../pathology/transforms/post/__init__.py | 11 ++++++- monai/apps/pathology/transforms/post/array.py | 29 +++++++--------- .../pathology/transforms/post/dictionary.py | 33 +++++++++---------- 4 files changed, 48 insertions(+), 39 deletions(-) diff --git a/monai/apps/pathology/transforms/__init__.py b/monai/apps/pathology/transforms/__init__.py index cd126c5c90..6b0c44b0ac 100644 --- a/monai/apps/pathology/transforms/__init__.py +++ b/monai/apps/pathology/transforms/__init__.py @@ -9,14 +9,20 @@ # See the License for the specific language governing permissions and # limitations under the License. -from .post.array import GenerateSuccinctContour, PostProcessHoVerNetOutput +from .post.array import GenerateInstanceCentroid, GenerateInstanceContour, GenerateInstanceType, GenerateSuccinctContour from .post.dictionary import ( + GenerateInstanceCentroidD, + GenerateInstanceCentroidd, + GenerateInstanceCentroidDict, + GenerateInstanceContourD, + GenerateInstanceContourd, + GenerateInstanceContourDict, + GenerateInstanceTypeD, + GenerateInstanceTyped, + GenerateInstanceTypeDict, GenerateSuccinctContourD, GenerateSuccinctContourd, GenerateSuccinctContourDict, - PostProcessHoVerNetOutputD, - PostProcessHoVerNetOutputd, - PostProcessHoVerNetOutputDict, ) from .spatial.array import SplitOnGrid, TileOnGrid from .spatial.dictionary import SplitOnGridd, SplitOnGridD, SplitOnGridDict, TileOnGridd, TileOnGridD, TileOnGridDict diff --git a/monai/apps/pathology/transforms/post/__init__.py b/monai/apps/pathology/transforms/post/__init__.py index 1654b0a284..e28f2b31ce 100644 --- a/monai/apps/pathology/transforms/post/__init__.py +++ b/monai/apps/pathology/transforms/post/__init__.py @@ -9,8 +9,17 @@ # See the License for the specific language governing permissions and # limitations under the License. -from .array import GenerateSuccinctContour +from .array import GenerateInstanceCentroid, GenerateInstanceContour, GenerateInstanceType, GenerateSuccinctContour from .dictionary import ( + GenerateInstanceCentroidD, + GenerateInstanceCentroidd, + GenerateInstanceCentroidDict, + GenerateInstanceContourD, + GenerateInstanceContourd, + GenerateInstanceContourDict, + GenerateInstanceTypeD, + GenerateInstanceTyped, + GenerateInstanceTypeDict, GenerateSuccinctContourD, GenerateSuccinctContourd, GenerateSuccinctContourDict, diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index cfa943af45..2509f8ff65 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -15,7 +15,6 @@ from monai.config.type_definitions import DtypeLike, NdarrayOrTensor from monai.transforms.transform import Transform -from monai.transforms.utils_pytorch_numpy_unification import unique from monai.utils import convert_to_numpy, optional_import from monai.utils.enums import TransformBackends from monai.utils.misc import ensure_tuple_rep @@ -239,13 +238,14 @@ def __call__(self, image: NdarrayOrTensor, offset: Optional[Sequence[int]] = (0, # as the contours obtained via approximation => too small or sthg if inst_contour.shape[0] < self.points_num: print(f"< {self.points_num} points don't make a contour, so skip") - return None + return None # type: ignore + # check for tricky shape elif len(inst_contour.shape) != 2: print(f"{len(inst_contour.shape)} != 2, check for tricky shape") - return None # ! check for tricky shape + return None # type: ignore else: - inst_contour[:, 0] += offset[0] # X - inst_contour[:, 1] += offset[1] # Y + inst_contour[:, 0] += offset[0] # X # type: igonre + inst_contour[:, 1] += offset[1] # Y # type: igonre return inst_contour @@ -271,7 +271,7 @@ def __call__(self, image: NdarrayOrTensor, offset: Union[Sequence[int], int] = 0 """ image = convert_to_numpy(image) - image = image.squeeze(0) # squeeze channel dim + image = image.squeeze(0) # squeeze channel dim ndim = len(image.shape) offset = ensure_tuple_rep(offset, ndim) @@ -279,7 +279,7 @@ def __call__(self, image: NdarrayOrTensor, offset: Union[Sequence[int], int] = 0 for i in range(ndim): inst_centroid[i] += offset[i] - return convert_to_dst_type(inst_centroid, image, dtype=self.dtype) + return convert_to_dst_type(inst_centroid, image, dtype=self.dtype)[0] class GenerateInstanceType(Transform): @@ -292,13 +292,9 @@ class GenerateInstanceType(Transform): def __init__(self) -> None: super().__init__() - def __call__( - self, - type_pred: NdarrayOrTensor, - seg_pred: NdarrayOrTensor, - bbox: np.ndarray, - instance_id: int - ) -> Sequence[int, float]: + def __call__( # type: ignore + self, type_pred: NdarrayOrTensor, seg_pred: NdarrayOrTensor, bbox: np.ndarray, instance_id: int + ) -> Tuple[int, float]: """ Args: type_pred: pixel-level type prediction map after activation function. @@ -313,8 +309,7 @@ def __call__( seg_map_crop = seg_map_crop == instance_id inst_type = type_map_crop[seg_map_crop] # type: ignore - type_list = unique(inst_type) - type_pixels = len(type_list) + type_list, type_pixels = np.unique(inst_type, return_counts=True) type_list = list(zip(type_list, type_pixels)) type_list = sorted(type_list, key=lambda x: x[1], reverse=True) # type: ignore inst_type = type_list[0][0] @@ -324,4 +319,4 @@ def __call__( type_dict = {v[0]: v[1] for v in type_list} type_prob = type_dict[inst_type] / (sum(seg_map_crop) + 1.0e-6) - return int(inst_type), float(type_prob) + return (int(inst_type), float(type_prob)) diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 8e3b1d41c1..cc3298c433 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -16,7 +16,7 @@ from monai.transforms.transform import MapTransform from monai.utils import optional_import -from .array import GenerateSuccinctContour, GenerateInstanceContour, GenerateInstanceCentroid, GenerateInstanceType +from .array import GenerateInstanceCentroid, GenerateInstanceContour, GenerateInstanceType, GenerateSuccinctContour find_contours, _ = optional_import("skimage.measure", name="find_contours") moments, _ = optional_import("skimage.measure", name="moments") @@ -40,9 +40,9 @@ class GenerateSuccinctContourd(MapTransform): """ Dictionary-based wrapper of :py:class:`monai.apps.pathology.transforms.post.array.GenerateSuccinctContour`. - Converts Scipy-style contours(generated by skimage.measure.find_contours) to a more succinct version which + Converts Scipy-style contours(generated by skimage.measure.find_contours) to a more succinct version which only includes the pixels to which lines need to be drawn (i.e. not the intervening pixels along each line). - + Args: keys: keys of the corresponding items to be transformed. height: height of bounding box, used to detect direction of line segment. @@ -70,10 +70,10 @@ class GenerateInstanceContourd(MapTransform): Dictionary-based wrapper of :py:class:`monai.apps.pathology.transforms.post.array.GenerateInstanceContour`. Generate contour for each instance in a 2D array. Use `GenerateSuccinctContour` to only include the pixels to which lines need to be drawn - + Args: keys: keys of the corresponding items to be transformed. - contour_key_postfix: the output contour coordinates will be written to the value of + contour_key_postfix: the output contour coordinates will be written to the value of `{key}_{contour_key_postfix}`. offset_key: keys of offset used in `GenerateInstanceContour`. points_num: assumed that the created contour does not form a contour if it does not contain more points @@ -87,13 +87,13 @@ class GenerateInstanceContourd(MapTransform): backend = GenerateInstanceContour.backend def __init__( - self, + self, keys: KeysCollection, contour_key_postfix: str = "contour", offset_key: Optional[str] = None, - points_num: int = 3, - level: Optional[float] = None, - allow_missing_keys: bool = False + points_num: int = 3, + level: Optional[float] = None, + allow_missing_keys: bool = False, ) -> None: super().__init__(keys, allow_missing_keys) self.converter = GenerateInstanceContour(points_num=points_num, level=level) @@ -119,7 +119,7 @@ class GenerateInstanceCentroidd(MapTransform): Args: keys: keys of the corresponding items to be transformed. - centroid_key_postfix: the output centroid coordinates will be written to the value of + centroid_key_postfix: the output centroid coordinates will be written to the value of `{key}_{centroid_key_postfix}`. offset_key: keys of offset used in `GenerateInstanceCentroid`. dtype: the data type of output centroid. @@ -130,12 +130,12 @@ class GenerateInstanceCentroidd(MapTransform): backend = GenerateInstanceCentroid.backend def __init__( - self, + self, keys: KeysCollection, centroid_key_postfix: str = "centroid", offset_key: Optional[str] = None, dtype: Optional[DtypeLike] = None, - allow_missing_keys: bool = False + allow_missing_keys: bool = False, ) -> None: super().__init__(keys, allow_missing_keys) self.converter = GenerateInstanceCentroid(dtype=dtype) @@ -161,7 +161,7 @@ class GenerateInstanceTyped(MapTransform): Args: keys: keys of the corresponding items to be transformed. - type_info_key: the output instance type and probability will be written to the value of + type_info_key: the output instance type and probability will be written to the value of `{type_info_key}`. bbox_key: keys of bounding box. seg_pred_key: keys of segmentation prediction map. @@ -173,13 +173,13 @@ class GenerateInstanceTyped(MapTransform): backend = GenerateInstanceType.backend def __init__( - self, + self, keys: KeysCollection, type_info_key: str = "type_info", bbox_key: str = "bbox", seg_pred_key: str = "seg", instance_id_key: str = "id", - allow_missing_keys: bool = False + allow_missing_keys: bool = False, ) -> None: super().__init__(keys, allow_missing_keys) self.converter = GenerateInstanceType() @@ -198,11 +198,10 @@ def __call__(self, data): key_to_add = f"{self.type_info_key}" if key_to_add in d: raise KeyError(f"Type information with key {key_to_add} already exists.") - d[key_to_add] = {'inst_type': instance_type, 'type_prob': type_prob} + d[key_to_add] = {"inst_type": instance_type, "type_prob": type_prob} return d - GenerateSuccinctContourDict = GenerateSuccinctContourD = GenerateSuccinctContourd GenerateInstanceContourDict = GenerateInstanceContourD = GenerateInstanceContourd GenerateInstanceCentroidDict = GenerateInstanceCentroidD = GenerateInstanceCentroidd From 93a56db22083dcb04c5861046152adb4bd8e25c1 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Thu, 13 Oct 2022 15:18:47 +0800 Subject: [PATCH 22/34] minor fix Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index c34ced4345..4ffb5de8ca 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -298,7 +298,7 @@ def __call__( seg_pred: NdarrayOrTensor, bbox: np.ndarray, instance_id: int - ) -> Sequence[int, float]: + ) -> Tuple[int, float]: """ Args: type_pred: pixel-level type prediction map after activation function. From 0ce10fbfb1d28e1940ddce1815e685eabecc3ab1 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Thu, 13 Oct 2022 15:27:30 +0800 Subject: [PATCH 23/34] fix flake8 Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 6 +----- monai/apps/pathology/transforms/post/dictionary.py | 2 +- 2 files changed, 2 insertions(+), 6 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 4ffb5de8ca..50ec2b15ac 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -293,11 +293,7 @@ def __init__(self) -> None: super().__init__() def __call__( - self, - type_pred: NdarrayOrTensor, - seg_pred: NdarrayOrTensor, - bbox: np.ndarray, - instance_id: int + self, type_pred: NdarrayOrTensor, seg_pred: NdarrayOrTensor, bbox: np.ndarray, instance_id: int ) -> Tuple[int, float]: """ Args: diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 28f2dee130..cc3298c433 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -93,7 +93,7 @@ def __init__( offset_key: Optional[str] = None, points_num: int = 3, level: Optional[float] = None, - allow_missing_keys: bool = False + allow_missing_keys: bool = False, ) -> None: super().__init__(keys, allow_missing_keys) self.converter = GenerateInstanceContour(points_num=points_num, level=level) From a6b96194eb6b4dfd3f4188667001185580a3fb34 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Thu, 13 Oct 2022 15:29:09 +0800 Subject: [PATCH 24/34] remove outdated unittest Signed-off-by: KumoLiu --- tests/test_postprocess_hovernet_output.py | 60 ------------------ tests/test_postprocess_hovernet_outputd.py | 72 ---------------------- 2 files changed, 132 deletions(-) delete mode 100644 tests/test_postprocess_hovernet_output.py delete mode 100644 tests/test_postprocess_hovernet_outputd.py diff --git a/tests/test_postprocess_hovernet_output.py b/tests/test_postprocess_hovernet_output.py deleted file mode 100644 index c77e0ccada..0000000000 --- a/tests/test_postprocess_hovernet_output.py +++ /dev/null @@ -1,60 +0,0 @@ -# Copyright (c) MONAI Consortium -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# http://www.apache.org/licenses/LICENSE-2.0 -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -import os -import unittest - -import numpy as np -from parameterized import parameterized - -from monai.apps.pathology.transforms.post.array import PostProcessHoVerNetOutput -from monai.utils import min_version, optional_import -from tests.utils import TEST_NDARRAYS, assert_allclose - -_, has_skimage = optional_import("skimage", "0.19.3", min_version) -_, has_scipy = optional_import("scipy", "1.8.1", min_version) -Image, has_pil = optional_import("PIL", name="Image") - -test_data_path = os.path.join(os.path.dirname(__file__), "testing_data", "hovernet_test_data_raw.npz") -prediction = np.load(test_data_path) - -kwargs = {"threshold_overall": 0.4, "min_size": 10, "sigma": 0.4, "kernel_size": 21, "radius": 2} - -TESTS = [] -for p in TEST_NDARRAYS: - type_pred = prediction["nc_map"] - seg_pred = prediction["prob_map"] - hover_map = prediction["hover_map"] - expected = prediction["pred_instance"][None] - - TESTS.append([kwargs, p, type_pred, seg_pred, hover_map, expected, 20]) - - -@unittest.skipUnless(has_skimage, "Requires scikit-image library.") -@unittest.skipUnless(has_scipy, "Requires scipy library.") -@unittest.skipUnless(has_pil, "Requires PIL library.") -class TestPostProcessHoVerNetOutput(unittest.TestCase): - @parameterized.expand(TESTS) - def test_output(self, args, in_type, type_pred, seg_pred, hover_map, expected, expected_num): - - postprocesshovernetoutput = PostProcessHoVerNetOutput(**args) - output = postprocesshovernetoutput(in_type(seg_pred), in_type(hover_map), in_type(type_pred)) - pred_type = list(output[1].keys()) - - self.assertTupleEqual(output[0].shape, expected.shape) - self.assertEqual(len(pred_type), expected_num) - self.assertEqual(output[1][pred_type[0]]["type"], None) - self.assertEqual(output[1][pred_type[0]]["type_probability"], None) - assert_allclose(output[0], expected, type_test=False) - - -if __name__ == "__main__": - unittest.main() diff --git a/tests/test_postprocess_hovernet_outputd.py b/tests/test_postprocess_hovernet_outputd.py deleted file mode 100644 index 5ebfb41444..0000000000 --- a/tests/test_postprocess_hovernet_outputd.py +++ /dev/null @@ -1,72 +0,0 @@ -# Copyright (c) MONAI Consortium -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# http://www.apache.org/licenses/LICENSE-2.0 -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -import os -import unittest - -import numpy as np -from parameterized import parameterized - -from monai.apps.pathology.transforms.post.dictionary import PostProcessHoVerNetOutputd -from monai.utils import min_version, optional_import -from tests.utils import TEST_NDARRAYS, assert_allclose - -_, has_skimage = optional_import("skimage", "0.19.3", min_version) -_, has_scipy = optional_import("scipy", "1.8.1", min_version) -Image, has_pil = optional_import("PIL", name="Image") - -test_data_path = os.path.join(os.path.dirname(__file__), "testing_data", "hovernet_test_data_raw.npz") -prediction = np.load(test_data_path) - -kwargs = { - "keys": "seg_pred", - "hover_pred_key": "hover_map", - "type_pred_key": "type_pred", - "inst_info_dict_key": "inst_info", - "threshold_overall": 0.4, - "min_size": 10, - "sigma": 0.4, - "kernel_size": 21, - "radius": 2, -} - -TESTS = [] -for p in TEST_NDARRAYS: - type_pred = prediction["nc_map"] - seg_pred = prediction["prob_map"] - hover_map = prediction["hover_map"] - expected = prediction["pred_instance"][None] - - TESTS.append([kwargs, p, type_pred, seg_pred, hover_map, expected, 20]) - - -@unittest.skipUnless(has_skimage, "Requires scikit-image library.") -@unittest.skipUnless(has_scipy, "Requires scipy library.") -@unittest.skipUnless(has_pil, "Requires PIL library.") -class TestPostProcessHoVerNetOutputd(unittest.TestCase): - @parameterized.expand(TESTS) - def test_output(self, args, in_type, type_pred, seg_pred, hover_map, expected, expected_num): - - postprocesshovernetoutputd = PostProcessHoVerNetOutputd(**args) - input = {"seg_pred": in_type(seg_pred), "hover_map": in_type(hover_map), "type_pred": in_type(type_pred)} - output = postprocesshovernetoutputd(input) - pred_type = list(output["inst_info"].keys()) - - self.assertIn("inst_info", output) - self.assertEqual(len(pred_type), expected_num) - self.assertEqual(output["inst_info"][pred_type[0]]["type"], None) - self.assertEqual(output["inst_info"][pred_type[0]]["type_probability"], None) - self.assertTupleEqual(output["seg_pred"].shape, expected.shape) - assert_allclose(output["seg_pred"], expected, type_test=False) - - -if __name__ == "__main__": - unittest.main() From 64063b8285dbe19501aceda447ac8d268502fe89 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Thu, 13 Oct 2022 15:40:01 +0800 Subject: [PATCH 25/34] minor fix Signed-off-by: KumoLiu --- docs/source/apps.rst | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/docs/source/apps.rst b/docs/source/apps.rst index 6e82c1ad60..8c50f7e877 100644 --- a/docs/source/apps.rst +++ b/docs/source/apps.rst @@ -129,13 +129,21 @@ Applications .. automodule:: monai.apps.pathology.transforms.post.array .. autoclass:: GenerateSuccinctContour :members: -.. autoclass:: PostProcessHoVerNetOutput +.. autoclass:: GenerateInstanceContour + :members: +.. autoclass:: GenerateInstanceCentroid + :members: +.. autoclass:: GenerateInstanceType :members: .. automodule:: monai.apps.pathology.transforms.post.dictionary .. autoclass:: GenerateSuccinctContourd :members: -.. autoclass:: PostProcessHoVerNetOutputd +.. autoclass:: GenerateInstanceContourd + :members: +.. autoclass:: GenerateInstanceCentroidd + :members: +.. autoclass:: GenerateInstanceTyped :members: `Detection` From 5a591cf5d57ca772ea4019825c1cf6e9e22ad023 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Mon, 17 Oct 2022 11:34:51 +0800 Subject: [PATCH 26/34] fix flake8 Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 50ec2b15ac..492e5896d3 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -244,8 +244,8 @@ def __call__(self, image: NdarrayOrTensor, offset: Optional[Sequence[int]] = (0, print(f"{len(inst_contour.shape)} != 2, check for tricky shape") return None # type: ignore else: - inst_contour[:, 0] += offset[0] # X # type: igonre - inst_contour[:, 1] += offset[1] # Y # type: igonre + inst_contour[:, 0] += offset[0] # type: igonre + inst_contour[:, 1] += offset[1] # type: igonre return inst_contour @@ -279,7 +279,7 @@ def __call__(self, image: NdarrayOrTensor, offset: Union[Sequence[int], int] = 0 for i in range(ndim): inst_centroid[i] += offset[i] - return convert_to_dst_type(inst_centroid, image, dtype=self.dtype)[0] + return convert_to_dst_type(inst_centroid, image, dtype=self.dtype)[0] # type: ignore class GenerateInstanceType(Transform): @@ -292,7 +292,7 @@ class GenerateInstanceType(Transform): def __init__(self) -> None: super().__init__() - def __call__( + def __call__( # type: ignore self, type_pred: NdarrayOrTensor, seg_pred: NdarrayOrTensor, bbox: np.ndarray, instance_id: int ) -> Tuple[int, float]: """ From a4406b74fe73524157e934b6291dcf581371e849 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Mon, 17 Oct 2022 11:43:22 +0800 Subject: [PATCH 27/34] minor fix Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 492e5896d3..4b2b86c132 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -244,8 +244,8 @@ def __call__(self, image: NdarrayOrTensor, offset: Optional[Sequence[int]] = (0, print(f"{len(inst_contour.shape)} != 2, check for tricky shape") return None # type: ignore else: - inst_contour[:, 0] += offset[0] # type: igonre - inst_contour[:, 1] += offset[1] # type: igonre + inst_contour[:, 0] += offset[0] # type: ignore + inst_contour[:, 1] += offset[1] # type: ignore return inst_contour From 849269dde148f5201294b69670724c62eb0bc7ef Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Fri, 28 Oct 2022 17:31:58 +0800 Subject: [PATCH 28/34] add unit tests Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 10 +++- .../pathology/transforms/post/dictionary.py | 2 +- .../utils_pytorch_numpy_unification.py | 4 +- tests/test_generate_instance_centroid.py | 49 ++++++++++++++++ tests/test_generate_instance_centroidd.py | 51 +++++++++++++++++ tests/test_generate_instance_contour.py | 53 ++++++++++++++++++ tests/test_generate_instance_contourd.py | 56 +++++++++++++++++++ tests/test_generate_instance_type.py | 49 ++++++++++++++++ tests/test_generate_instance_typed.py | 51 +++++++++++++++++ 9 files changed, 319 insertions(+), 6 deletions(-) create mode 100644 tests/test_generate_instance_centroid.py create mode 100644 tests/test_generate_instance_centroidd.py create mode 100644 tests/test_generate_instance_contour.py create mode 100644 tests/test_generate_instance_contourd.py create mode 100644 tests/test_generate_instance_type.py create mode 100644 tests/test_generate_instance_typed.py diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 4b2b86c132..09a5b7bd5c 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -15,6 +15,7 @@ from monai.config.type_definitions import DtypeLike, NdarrayOrTensor from monai.transforms.transform import Transform +from monai.transforms.utils_pytorch_numpy_unification import sum, unique from monai.utils import convert_to_numpy, optional_import from monai.utils.enums import TransformBackends from monai.utils.misc import ensure_tuple_rep @@ -230,6 +231,8 @@ def __call__(self, image: NdarrayOrTensor, offset: Optional[Sequence[int]] = (0, image: instance-level segmentation result. Shape should be [C, H, W] offset: optional, offset of starting position of the instance in the array, default is (0, 0). """ + image = image.squeeze() # squeeze channel dim + image = convert_to_numpy(image) inst_contour_cv = find_contours(image, level=self.level) generate_contour = GenerateSuccinctContour(image.shape[0], image.shape[1]) inst_contour = generate_contour(inst_contour_cv) @@ -260,7 +263,7 @@ class GenerateInstanceCentroid(Transform): backend = [TransformBackends.NUMPY] - def __init__(self, dtype: Optional[DtypeLike] = None) -> None: + def __init__(self, dtype: Optional[DtypeLike] = int) -> None: self.dtype = dtype def __call__(self, image: NdarrayOrTensor, offset: Union[Sequence[int], int] = 0) -> np.ndarray: @@ -307,9 +310,10 @@ def __call__( # type: ignore seg_map_crop = seg_pred[0, rmin:rmax, cmin:cmax] type_map_crop = type_pred[0, rmin:rmax, cmin:cmax] - seg_map_crop = seg_map_crop == instance_id + seg_map_crop = convert_to_dst_type(seg_map_crop == instance_id, type_map_crop, dtype=bool)[0] + inst_type = type_map_crop[seg_map_crop] # type: ignore - type_list, type_pixels = np.unique(inst_type, return_counts=True) + type_list, type_pixels = unique(inst_type, return_counts=True) type_list = list(zip(type_list, type_pixels)) type_list = sorted(type_list, key=lambda x: x[1], reverse=True) # type: ignore inst_type = type_list[0][0] diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index cc3298c433..8ea83d259e 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -134,7 +134,7 @@ def __init__( keys: KeysCollection, centroid_key_postfix: str = "centroid", offset_key: Optional[str] = None, - dtype: Optional[DtypeLike] = None, + dtype: Optional[DtypeLike] = int, allow_missing_keys: bool = False, ) -> None: super().__init__(keys, allow_missing_keys) diff --git a/monai/transforms/utils_pytorch_numpy_unification.py b/monai/transforms/utils_pytorch_numpy_unification.py index e97e61c73c..aef4a32fe3 100644 --- a/monai/transforms/utils_pytorch_numpy_unification.py +++ b/monai/transforms/utils_pytorch_numpy_unification.py @@ -387,13 +387,13 @@ def mode(x: NdarrayTensor, dim: int = -1, to_long: bool = True) -> NdarrayTensor return o -def unique(x: NdarrayTensor) -> NdarrayTensor: +def unique(x: NdarrayTensor, **kwargs) -> NdarrayTensor: """`torch.unique` with equivalent implementation for numpy. Args: x: array/tensor. """ - return np.unique(x) if isinstance(x, (np.ndarray, list)) else torch.unique(x) # type: ignore + return np.unique(x, **kwargs) if isinstance(x, (np.ndarray, list)) else torch.unique(x, **kwargs) # type: ignore def linalg_inv(x: NdarrayTensor) -> NdarrayTensor: diff --git a/tests/test_generate_instance_centroid.py b/tests/test_generate_instance_centroid.py new file mode 100644 index 0000000000..bc4a87af1a --- /dev/null +++ b/tests/test_generate_instance_centroid.py @@ -0,0 +1,49 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms.post.array import GenerateInstanceCentroid +from monai.transforms import BoundingRect +from tests.utils import TEST_NDARRAYS, assert_allclose + +y, x = np.ogrid[0:30, 0:30] +get_bbox = BoundingRect() + +TEST_CASE_1 = [(x - 2) ** 2 + (y - 2) ** 2 <= 2**2, [0, 0], [2, 2]] + +TEST_CASE_2 = [(x - 8) ** 2 + (y - 8) ** 2 <= 2**2, [6, 6], [8, 8]] + + +TEST_CASE_3 = [(x - 5) ** 2 / 3**2 + (y - 5) ** 2 / 2**2 <= 1, [2, 3], [4, 6]] + + +TEST_CASE = [] +for p in TEST_NDARRAYS: + TEST_CASE.append([p, *TEST_CASE_1]) + TEST_CASE.append([p, *TEST_CASE_2]) + TEST_CASE.append([p, *TEST_CASE_3]) + + +class TestGenerateInstanceCentroid(unittest.TestCase): + @parameterized.expand(TEST_CASE) + def test_shape(self, in_type, test_data, offset, expected): + inst_bbox = get_bbox(test_data[None]) + inst_map = test_data[inst_bbox[0][0] : inst_bbox[0][1], inst_bbox[0][2] : inst_bbox[0][3]] + result = GenerateInstanceCentroid()(in_type(inst_map[None]), offset=offset) + assert_allclose(result, expected, type_test=False) + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_generate_instance_centroidd.py b/tests/test_generate_instance_centroidd.py new file mode 100644 index 0000000000..35e8c0d58a --- /dev/null +++ b/tests/test_generate_instance_centroidd.py @@ -0,0 +1,51 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms.post.dictionary import GenerateInstanceCentroidd +from monai.transforms import BoundingRect +from tests.utils import TEST_NDARRAYS, assert_allclose + +y, x = np.ogrid[0:30, 0:30] +get_bbox = BoundingRect() + +TEST_CASE_1 = [(x - 2) ** 2 + (y - 2) ** 2 <= 2**2, [0, 0], [2, 2]] + +TEST_CASE_2 = [(x - 8) ** 2 + (y - 8) ** 2 <= 2**2, [6, 6], [8, 8]] + + +TEST_CASE_3 = [(x - 5) ** 2 / 3**2 + (y - 5) ** 2 / 2**2 <= 1, [2, 3], [4, 6]] + +TEST_CASE = [] +for p in TEST_NDARRAYS: + TEST_CASE.append([p, *TEST_CASE_1]) + TEST_CASE.append([p, *TEST_CASE_2]) + TEST_CASE.append([p, *TEST_CASE_3]) + + +class TestGenerateInstanceCentroidd(unittest.TestCase): + @parameterized.expand(TEST_CASE) + def test_shape(self, in_type, test_data, offset, expected): + inst_bbox = get_bbox(test_data[None]) + inst_map = test_data[inst_bbox[0][0] : inst_bbox[0][1], inst_bbox[0][2] : inst_bbox[0][3]] + test_case = {"image": in_type(inst_map[None]), "offset": offset} + result = GenerateInstanceCentroidd(keys="image", centroid_key_postfix="centroid", offset_key="offset")( + test_case + ) + assert_allclose(result["image_centroid"], expected, type_test=False) + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_generate_instance_contour.py b/tests/test_generate_instance_contour.py new file mode 100644 index 0000000000..f49d6df025 --- /dev/null +++ b/tests/test_generate_instance_contour.py @@ -0,0 +1,53 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms.post.array import GenerateInstanceContour +from monai.transforms import BoundingRect +from tests.utils import TEST_NDARRAYS, assert_allclose + +y, x = np.ogrid[0:30, 0:30] +get_bbox = BoundingRect() + +TEST_CASE_1 = [(x - 2) ** 2 + (y - 2) ** 2 <= 2**2, 3, [0, 0], [[2, 0], [0, 2], [2, 4], [4, 2]]] + +TEST_CASE_2 = [(x - 8) ** 2 + (y - 8) ** 2 <= 2**2, 3, [8, 8], [[10, 8], [8, 10], [10, 12], [12, 10]]] + +TEST_CASE_3 = [ + (x - 5) ** 2 / 3**2 + (y - 5) ** 2 / 2**2 <= 1, + 3, + [2, 3], + [[5, 3], [4, 4], [3, 4], [2, 5], [3, 6], [4, 6], [5, 7], [6, 6], [7, 6], [8, 5], [7, 4], [6, 4]], +] + +TEST_CASE = [] +for p in TEST_NDARRAYS: + TEST_CASE.append([p, *TEST_CASE_1]) + TEST_CASE.append([p, *TEST_CASE_2]) + TEST_CASE.append([p, *TEST_CASE_3]) + + +class TestGenerateInstanceContour(unittest.TestCase): + @parameterized.expand(TEST_CASE) + def test_shape(self, in_type, test_data, points_num, offset, expected): + + inst_bbox = get_bbox(test_data[None]) + inst_map = test_data[inst_bbox[0][0] : inst_bbox[0][1], inst_bbox[0][2] : inst_bbox[0][3]] + result = GenerateInstanceContour(points_num=points_num)(in_type(inst_map[None]), offset=offset) + assert_allclose(result, expected, type_test=False) + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_generate_instance_contourd.py b/tests/test_generate_instance_contourd.py new file mode 100644 index 0000000000..ff4aa139b9 --- /dev/null +++ b/tests/test_generate_instance_contourd.py @@ -0,0 +1,56 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms.post.dictionary import GenerateInstanceContourd +from monai.transforms import BoundingRect +from tests.utils import TEST_NDARRAYS, assert_allclose + +y, x = np.ogrid[0:30, 0:30] +get_bbox = BoundingRect() + +TEST_CASE_1 = [(x - 2) ** 2 + (y - 2) ** 2 <= 2**2, 3, [0, 0], [[2, 0], [0, 2], [2, 4], [4, 2]]] + +TEST_CASE_2 = [(x - 10) ** 2 + (y - 10) ** 2 <= 2**2, 3, [8, 8], [[10, 8], [8, 10], [10, 12], [12, 10]]] + + +TEST_CASE_3 = [ + (x - 5) ** 2 / 3**2 + (y - 5) ** 2 / 2**2 <= 1, + 3, + [2, 3], + [[5, 3], [4, 4], [3, 4], [2, 5], [3, 6], [4, 6], [5, 7], [6, 6], [7, 6], [8, 5], [7, 4], [6, 4]], +] + +TEST_CASE = [] +for p in TEST_NDARRAYS: + TEST_CASE.append([p, *TEST_CASE_1]) + TEST_CASE.append([p, *TEST_CASE_2]) + TEST_CASE.append([p, *TEST_CASE_3]) + + +class TestGenerateInstanceContourd(unittest.TestCase): + @parameterized.expand(TEST_CASE) + def test_shape(self, in_type, test_data, points_num, offset, expected): + inst_bbox = get_bbox(test_data[None]) + inst_map = test_data[inst_bbox[0][0] : inst_bbox[0][1], inst_bbox[0][2] : inst_bbox[0][3]] + test_data = {"image": in_type(inst_map[None]), "offset": offset} + result = GenerateInstanceContourd( + keys="image", contour_key_postfix="contour", offset_key="offset", points_num=points_num + )(test_data) + assert_allclose(result["image_contour"], expected, type_test=False) + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_generate_instance_type.py b/tests/test_generate_instance_type.py new file mode 100644 index 0000000000..8a083d19b7 --- /dev/null +++ b/tests/test_generate_instance_type.py @@ -0,0 +1,49 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms.post.array import GenerateInstanceType +from tests.utils import TEST_NDARRAYS, assert_allclose + +y, x = np.ogrid[0:30, 0:30] + +TEST_CASE_1 = [ + (x - 2) ** 2 + (y - 2) ** 2 <= 2**2, + (x - 2) ** 2 + (y - 3) ** 2 <= 2**2, + np.array([[0, 5, 0, 5]]), + [1, 0.6666666111111158], +] + +TEST_CASE_2 = [ + (x - 8) ** 2 / 3**2 + (y - 8) ** 2 / 2**2 <= 1, + (x - 7) ** 2 / 3**2 + (y - 7) ** 2 / 2**2 <= 1, + np.array([[6, 11, 5, 12]]), + [1, 0.7058823114186875], +] +TEST_CASE = [] +for p in TEST_NDARRAYS: + TEST_CASE.append([p, *TEST_CASE_1]) + TEST_CASE.append([p, *TEST_CASE_2]) + + +class TestGenerateInstanceType(unittest.TestCase): + @parameterized.expand(TEST_CASE) + def test_shape(self, in_type, type_pred, seg_pred, bbox, expected): + result = GenerateInstanceType()(in_type(type_pred[None]), in_type(seg_pred[None]), bbox, 1) + assert_allclose(result, expected) + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_generate_instance_typed.py b/tests/test_generate_instance_typed.py new file mode 100644 index 0000000000..08d9f550a9 --- /dev/null +++ b/tests/test_generate_instance_typed.py @@ -0,0 +1,51 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +from parameterized import parameterized + +from monai.apps.pathology.transforms.post.dictionary import GenerateInstanceTyped +from tests.utils import TEST_NDARRAYS, assert_allclose + +y, x = np.ogrid[0:30, 0:30] + +TEST_CASE_1 = [ + (x - 2) ** 2 + (y - 2) ** 2 <= 2**2, + (x - 2) ** 2 + (y - 3) ** 2 <= 2**2, + np.array([[0, 5, 0, 5]]), + [1, 0.6666666111111158], +] + +TEST_CASE_2 = [ + (x - 8) ** 2 / 3**2 + (y - 8) ** 2 / 2**2 <= 1, + (x - 7) ** 2 / 3**2 + (y - 7) ** 2 / 2**2 <= 1, + np.array([[6, 11, 5, 12]]), + [1, 0.7058823114186875], +] +TEST_CASE = [] +for p in TEST_NDARRAYS: + TEST_CASE.append([p, *TEST_CASE_1]) + TEST_CASE.append([p, *TEST_CASE_2]) + + +class TestGenerateInstanceTyped(unittest.TestCase): + @parameterized.expand(TEST_CASE) + def test_shape(self, in_type, type_pred, seg_pred, bbox, expected): + test_data = {"type_pred": in_type(type_pred[None]), "seg": in_type(seg_pred[None]), "bbox": bbox, "id": 1} + result = GenerateInstanceTyped(keys="type_pred")(test_data) + assert_allclose(result["type_info"]["inst_type"], expected[0]) + assert_allclose(result["type_info"]["type_prob"], expected[1]) + + +if __name__ == "__main__": + unittest.main() From 11db1411113ff37c5d962c0a9527ca337ced216a Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Fri, 28 Oct 2022 17:53:19 +0800 Subject: [PATCH 29/34] minor fix Signed-off-by: KumoLiu --- tests/test_generate_instance_centroid.py | 5 ++++- tests/test_generate_instance_centroidd.py | 5 ++++- tests/test_generate_instance_contour.py | 4 ++++ tests/test_generate_instance_contourd.py | 4 ++++ 4 files changed, 16 insertions(+), 2 deletions(-) diff --git a/tests/test_generate_instance_centroid.py b/tests/test_generate_instance_centroid.py index bc4a87af1a..46f94be637 100644 --- a/tests/test_generate_instance_centroid.py +++ b/tests/test_generate_instance_centroid.py @@ -16,8 +16,11 @@ from monai.apps.pathology.transforms.post.array import GenerateInstanceCentroid from monai.transforms import BoundingRect +from monai.utils import min_version, optional_import from tests.utils import TEST_NDARRAYS, assert_allclose +_, has_skimage = optional_import("skimage", "0.19.3", min_version) + y, x = np.ogrid[0:30, 0:30] get_bbox = BoundingRect() @@ -25,7 +28,6 @@ TEST_CASE_2 = [(x - 8) ** 2 + (y - 8) ** 2 <= 2**2, [6, 6], [8, 8]] - TEST_CASE_3 = [(x - 5) ** 2 / 3**2 + (y - 5) ** 2 / 2**2 <= 1, [2, 3], [4, 6]] @@ -36,6 +38,7 @@ TEST_CASE.append([p, *TEST_CASE_3]) +@unittest.skipUnless(has_skimage, "Requires scikit-image library.") class TestGenerateInstanceCentroid(unittest.TestCase): @parameterized.expand(TEST_CASE) def test_shape(self, in_type, test_data, offset, expected): diff --git a/tests/test_generate_instance_centroidd.py b/tests/test_generate_instance_centroidd.py index 35e8c0d58a..f989de5ff2 100644 --- a/tests/test_generate_instance_centroidd.py +++ b/tests/test_generate_instance_centroidd.py @@ -16,8 +16,11 @@ from monai.apps.pathology.transforms.post.dictionary import GenerateInstanceCentroidd from monai.transforms import BoundingRect +from monai.utils import min_version, optional_import from tests.utils import TEST_NDARRAYS, assert_allclose +_, has_skimage = optional_import("skimage", "0.19.3", min_version) + y, x = np.ogrid[0:30, 0:30] get_bbox = BoundingRect() @@ -25,7 +28,6 @@ TEST_CASE_2 = [(x - 8) ** 2 + (y - 8) ** 2 <= 2**2, [6, 6], [8, 8]] - TEST_CASE_3 = [(x - 5) ** 2 / 3**2 + (y - 5) ** 2 / 2**2 <= 1, [2, 3], [4, 6]] TEST_CASE = [] @@ -35,6 +37,7 @@ TEST_CASE.append([p, *TEST_CASE_3]) +@unittest.skipUnless(has_skimage, "Requires scikit-image library.") class TestGenerateInstanceCentroidd(unittest.TestCase): @parameterized.expand(TEST_CASE) def test_shape(self, in_type, test_data, offset, expected): diff --git a/tests/test_generate_instance_contour.py b/tests/test_generate_instance_contour.py index f49d6df025..22b778c06c 100644 --- a/tests/test_generate_instance_contour.py +++ b/tests/test_generate_instance_contour.py @@ -16,8 +16,11 @@ from monai.apps.pathology.transforms.post.array import GenerateInstanceContour from monai.transforms import BoundingRect +from monai.utils import min_version, optional_import from tests.utils import TEST_NDARRAYS, assert_allclose +_, has_skimage = optional_import("skimage", "0.19.3", min_version) + y, x = np.ogrid[0:30, 0:30] get_bbox = BoundingRect() @@ -39,6 +42,7 @@ TEST_CASE.append([p, *TEST_CASE_3]) +@unittest.skipUnless(has_skimage, "Requires scikit-image library.") class TestGenerateInstanceContour(unittest.TestCase): @parameterized.expand(TEST_CASE) def test_shape(self, in_type, test_data, points_num, offset, expected): diff --git a/tests/test_generate_instance_contourd.py b/tests/test_generate_instance_contourd.py index ff4aa139b9..9c9c1efbe6 100644 --- a/tests/test_generate_instance_contourd.py +++ b/tests/test_generate_instance_contourd.py @@ -16,8 +16,11 @@ from monai.apps.pathology.transforms.post.dictionary import GenerateInstanceContourd from monai.transforms import BoundingRect +from monai.utils import min_version, optional_import from tests.utils import TEST_NDARRAYS, assert_allclose +_, has_skimage = optional_import("skimage", "0.19.3", min_version) + y, x = np.ogrid[0:30, 0:30] get_bbox = BoundingRect() @@ -40,6 +43,7 @@ TEST_CASE.append([p, *TEST_CASE_3]) +@unittest.skipUnless(has_skimage, "Requires scikit-image library.") class TestGenerateInstanceContourd(unittest.TestCase): @parameterized.expand(TEST_CASE) def test_shape(self, in_type, test_data, points_num, offset, expected): From 612a5aaa43928db17c278377e224751e65003962 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 1 Nov 2022 06:03:13 +0000 Subject: [PATCH 30/34] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/__init__.py | 6 +++--- monai/apps/pathology/transforms/post/__init__.py | 6 +++--- monai/apps/pathology/transforms/post/dictionary.py | 1 - 3 files changed, 6 insertions(+), 7 deletions(-) diff --git a/monai/apps/pathology/transforms/__init__.py b/monai/apps/pathology/transforms/__init__.py index c55818c08d..0497a70b91 100644 --- a/monai/apps/pathology/transforms/__init__.py +++ b/monai/apps/pathology/transforms/__init__.py @@ -10,9 +10,9 @@ # limitations under the License. from .post.array import ( - GenerateInstanceCentroid, - GenerateInstanceContour, - GenerateInstanceType, + GenerateInstanceCentroid, + GenerateInstanceContour, + GenerateInstanceType, GenerateSuccinctContour, GenerateDistanceMap, GenerateInstanceBorder, diff --git a/monai/apps/pathology/transforms/post/__init__.py b/monai/apps/pathology/transforms/post/__init__.py index 0c23ab356a..a7b5814f25 100644 --- a/monai/apps/pathology/transforms/post/__init__.py +++ b/monai/apps/pathology/transforms/post/__init__.py @@ -10,9 +10,9 @@ # limitations under the License. from .array import ( - GenerateInstanceCentroid, - GenerateInstanceContour, - GenerateInstanceType, + GenerateInstanceCentroid, + GenerateInstanceContour, + GenerateInstanceType, GenerateSuccinctContour, GenerateDistanceMap, GenerateInstanceBorder, diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 53a7ed0049..612c8fc487 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -490,4 +490,3 @@ def __call__(self, data): GenerateInstanceContourDict = GenerateInstanceContourD = GenerateInstanceContourd GenerateInstanceCentroidDict = GenerateInstanceCentroidD = GenerateInstanceCentroidd GenerateInstanceTypeDict = GenerateInstanceTypeD = GenerateInstanceTyped - From 7a4cafb3d12b408ad57f984c7012ae84d40b0e59 Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Tue, 1 Nov 2022 14:36:20 +0800 Subject: [PATCH 31/34] fix flake8 Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/__init__.py | 16 ++++++++-------- monai/apps/pathology/transforms/post/__init__.py | 16 ++++++++-------- monai/apps/pathology/transforms/post/array.py | 12 ++++-------- .../apps/pathology/transforms/post/dictionary.py | 7 +++---- 4 files changed, 23 insertions(+), 28 deletions(-) diff --git a/monai/apps/pathology/transforms/__init__.py b/monai/apps/pathology/transforms/__init__.py index 0497a70b91..3e784b8ebf 100644 --- a/monai/apps/pathology/transforms/__init__.py +++ b/monai/apps/pathology/transforms/__init__.py @@ -10,17 +10,23 @@ # limitations under the License. from .post.array import ( + GenerateDistanceMap, + GenerateInstanceBorder, GenerateInstanceCentroid, GenerateInstanceContour, GenerateInstanceType, GenerateSuccinctContour, - GenerateDistanceMap, - GenerateInstanceBorder, GenerateWatershedMarkers, GenerateWatershedMask, Watershed, ) from .post.dictionary import ( + GenerateDistanceMapD, + GenerateDistanceMapd, + GenerateDistanceMapDict, + GenerateInstanceBorderD, + GenerateInstanceBorderd, + GenerateInstanceBorderDict, GenerateInstanceCentroidD, GenerateInstanceCentroidd, GenerateInstanceCentroidDict, @@ -33,12 +39,6 @@ GenerateSuccinctContourD, GenerateSuccinctContourd, GenerateSuccinctContourDict, - GenerateDistanceMapD, - GenerateDistanceMapd, - GenerateDistanceMapDict, - GenerateInstanceBorderD, - GenerateInstanceBorderd, - GenerateInstanceBorderDict, GenerateWatershedMarkersD, GenerateWatershedMarkersd, GenerateWatershedMarkersDict, diff --git a/monai/apps/pathology/transforms/post/__init__.py b/monai/apps/pathology/transforms/post/__init__.py index a7b5814f25..3e6af77ce6 100644 --- a/monai/apps/pathology/transforms/post/__init__.py +++ b/monai/apps/pathology/transforms/post/__init__.py @@ -10,17 +10,23 @@ # limitations under the License. from .array import ( + GenerateDistanceMap, + GenerateInstanceBorder, GenerateInstanceCentroid, GenerateInstanceContour, GenerateInstanceType, GenerateSuccinctContour, - GenerateDistanceMap, - GenerateInstanceBorder, GenerateWatershedMarkers, GenerateWatershedMask, Watershed, ) from .dictionary import ( + GenerateDistanceMapD, + GenerateDistanceMapd, + GenerateDistanceMapDict, + GenerateInstanceBorderD, + GenerateInstanceBorderd, + GenerateInstanceBorderDict, GenerateInstanceCentroidD, GenerateInstanceCentroidd, GenerateInstanceCentroidDict, @@ -33,12 +39,6 @@ GenerateSuccinctContourD, GenerateSuccinctContourd, GenerateSuccinctContourDict, - GenerateDistanceMapD, - GenerateDistanceMapd, - GenerateDistanceMapDict, - GenerateInstanceBorderD, - GenerateInstanceBorderd, - GenerateInstanceBorderDict, GenerateWatershedMarkersD, GenerateWatershedMarkersd, GenerateWatershedMarkersDict, diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 3abc37d3b4..44aa4e2065 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -9,21 +9,16 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import List, Optional, Sequence, Tuple, Union, Callable +from typing import Callable, List, Optional, Sequence, Tuple, Union import numpy as np from monai.config.type_definitions import DtypeLike, NdarrayOrTensor -from monai.transforms.transform import Transform -from monai.transforms.utils_pytorch_numpy_unification import sum, unique -from monai.utils import convert_to_numpy, optional_import -from monai.utils.enums import TransformBackends -from monai.utils.misc import ensure_tuple_rep -from monai.utils.type_conversion import convert_to_dst_type from monai.transforms.post.array import Activations, AsDiscrete, RemoveSmallObjects, SobelGradients from monai.transforms.transform import Transform -from monai.transforms.utils_pytorch_numpy_unification import max, maximum, min +from monai.transforms.utils_pytorch_numpy_unification import max, maximum, min, sum, unique from monai.utils import TransformBackends, convert_to_numpy, optional_import +from monai.utils.misc import ensure_tuple_rep from monai.utils.type_conversion import convert_to_dst_type label, _ = optional_import("scipy.ndimage.measurements", name="label") @@ -347,6 +342,7 @@ class GenerateSuccinctContour(Transform): the pixels that need to be joined by straight lines to describe the outmost pixels of the foreground similar to OpenCV's cv.CHAIN_APPROX_SIMPLE (anti-clockwise) """ + def __init__(self, height: int, width: int) -> None: self.height = height self.width = width diff --git a/monai/apps/pathology/transforms/post/dictionary.py b/monai/apps/pathology/transforms/post/dictionary.py index 612c8fc487..c358eebf39 100644 --- a/monai/apps/pathology/transforms/post/dictionary.py +++ b/monai/apps/pathology/transforms/post/dictionary.py @@ -16,13 +16,13 @@ from monai.apps.pathology.transforms.post.array import ( GenerateDistanceMap, GenerateInstanceBorder, - GenerateWatershedMarkers, - GenerateWatershedMask, - Watershed, GenerateInstanceCentroid, GenerateInstanceContour, GenerateInstanceType, GenerateSuccinctContour, + GenerateWatershedMarkers, + GenerateWatershedMask, + Watershed, ) from monai.config.type_definitions import DtypeLike, KeysCollection, NdarrayOrTensor from monai.transforms.transform import MapTransform @@ -480,7 +480,6 @@ def __call__(self, data): return d - WatershedD = WatershedDict = Watershedd GenerateWatershedMaskD = GenerateWatershedMaskDict = GenerateWatershedMaskd GenerateInstanceBorderD = GenerateInstanceBorderDict = GenerateInstanceBorderd From 495c5160ad2436af540cae8b27101739eac6026d Mon Sep 17 00:00:00 2001 From: KumoLiu Date: Wed, 2 Nov 2022 10:10:33 +0800 Subject: [PATCH 32/34] remove test data Signed-off-by: KumoLiu --- tests/testing_data/hovernet_test_data_raw.npz | Bin 1184446 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 tests/testing_data/hovernet_test_data_raw.npz diff --git a/tests/testing_data/hovernet_test_data_raw.npz b/tests/testing_data/hovernet_test_data_raw.npz deleted file mode 100644 index 9f0ebea3dcc362d93f3de73c02e1c5c6c69f58c4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1184446 zcmb5VhdWn~`#)~)y+gKSMUgVk<3Xh&r9{Ih6_rrhX{Wun_TC%SOM|4LtU|+XAW2I` zDfKumbxrBpA*wZMxvrH0s}vU 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monai-bot <64792179+monai-bot@users.noreply.github.com> Date: Tue, 1 Nov 2022 13:27:02 +0000 Subject: [PATCH 33/34] auto updates (#5445) Signed-off-by: monai-bot - auto style fixing - bump versioneer to 0.23 from 0.19 Signed-off-by: monai-bot Signed-off-by: Wenqi Li Co-authored-by: Wenqi Li Signed-off-by: KumoLiu --- monai/_version.py | 248 +++++-- monai/apps/pathology/transforms/post/array.py | 2 +- tests/test_generate_instance_border.py | 1 - tests/test_generate_instance_borderd.py | 1 - tests/test_generate_watershed_mask.py | 1 - tests/test_generate_watershed_maskd.py | 1 - tests/test_sobel_gradient.py | 1 - tests/test_sobel_gradientd.py | 1 - versioneer.py | 700 +++++++++++++----- 9 files changed, 690 insertions(+), 266 deletions(-) diff --git a/monai/_version.py b/monai/_version.py index 79f569dd79..256d3654d9 100644 --- a/monai/_version.py +++ b/monai/_version.py @@ -6,7 +6,7 @@ # that just contains the computed version number. # This file is released into the public domain. Generated by -# versioneer-0.19 (https://github.com/python-versioneer/python-versioneer) +# versioneer-0.23 (https://github.com/python-versioneer/python-versioneer) """Git implementation of _version.py.""" @@ -15,6 +15,8 @@ import re import subprocess import sys +from typing import Callable, Dict +import functools def get_keywords(): @@ -52,8 +54,8 @@ class NotThisMethod(Exception): """Exception raised if a method is not valid for the current scenario.""" -LONG_VERSION_PY = {} -HANDLERS = {} +LONG_VERSION_PY: Dict[str, str] = {} +HANDLERS: Dict[str, Dict[str, Callable]] = {} def register_vcs_handler(vcs, method): # decorator @@ -71,17 +73,25 @@ def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, env=None): """Call the given command(s).""" assert isinstance(commands, list) - p = None - for c in commands: + process = None + + popen_kwargs = {} + if sys.platform == "win32": + # This hides the console window if pythonw.exe is used + startupinfo = subprocess.STARTUPINFO() + startupinfo.dwFlags |= subprocess.STARTF_USESHOWWINDOW + popen_kwargs["startupinfo"] = startupinfo + + for command in commands: try: - dispcmd = str([c] + args) + dispcmd = str([command] + args) # remember shell=False, so use git.cmd on windows, not just git - p = subprocess.Popen([c] + args, cwd=cwd, env=env, - stdout=subprocess.PIPE, - stderr=(subprocess.PIPE if hide_stderr - else None)) + process = subprocess.Popen([command] + args, cwd=cwd, env=env, + stdout=subprocess.PIPE, + stderr=(subprocess.PIPE if hide_stderr + else None), **popen_kwargs) break - except EnvironmentError: + except OSError: e = sys.exc_info()[1] if e.errno == errno.ENOENT: continue @@ -93,13 +103,13 @@ def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, if verbose: print("unable to find command, tried %s" % (commands,)) return None, None - stdout = p.communicate()[0].strip().decode() - if p.returncode != 0: + stdout = process.communicate()[0].strip().decode() + if process.returncode != 0: if verbose: print("unable to run %s (error)" % dispcmd) print("stdout was %s" % stdout) - return None, p.returncode - return stdout, p.returncode + return None, process.returncode + return stdout, process.returncode def versions_from_parentdir(parentdir_prefix, root, verbose): @@ -111,15 +121,14 @@ def versions_from_parentdir(parentdir_prefix, root, verbose): """ rootdirs = [] - for i in range(3): + for _ in range(3): dirname = os.path.basename(root) if dirname.startswith(parentdir_prefix): return {"version": dirname[len(parentdir_prefix):], "full-revisionid": None, "dirty": False, "error": None, "date": None} - else: - rootdirs.append(root) - root = os.path.dirname(root) # up a level + rootdirs.append(root) + root = os.path.dirname(root) # up a level if verbose: print("Tried directories %s but none started with prefix %s" % @@ -136,22 +145,21 @@ def git_get_keywords(versionfile_abs): # _version.py. keywords = {} try: - f = open(versionfile_abs, "r") - for line in f.readlines(): - if line.strip().startswith("git_refnames ="): - mo = re.search(r'=\s*"(.*)"', line) - if mo: - keywords["refnames"] = mo.group(1) - if line.strip().startswith("git_full ="): - mo = re.search(r'=\s*"(.*)"', line) - if mo: - keywords["full"] = mo.group(1) - if line.strip().startswith("git_date ="): - mo = re.search(r'=\s*"(.*)"', line) - if mo: - keywords["date"] = mo.group(1) - f.close() - except EnvironmentError: + with open(versionfile_abs, "r") as fobj: + for line in fobj: + if line.strip().startswith("git_refnames ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["refnames"] = mo.group(1) + if line.strip().startswith("git_full ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["full"] = mo.group(1) + if line.strip().startswith("git_date ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["date"] = mo.group(1) + except OSError: pass return keywords @@ -159,8 +167,8 @@ def git_get_keywords(versionfile_abs): @register_vcs_handler("git", "keywords") def git_versions_from_keywords(keywords, tag_prefix, verbose): """Get version information from git keywords.""" - if not keywords: - raise NotThisMethod("no keywords at all, weird") + if "refnames" not in keywords: + raise NotThisMethod("Short version file found") date = keywords.get("date") if date is not None: # Use only the last line. Previous lines may contain GPG signature @@ -179,11 +187,11 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): if verbose: print("keywords are unexpanded, not using") raise NotThisMethod("unexpanded keywords, not a git-archive tarball") - refs = set([r.strip() for r in refnames.strip("()").split(",")]) + refs = {r.strip() for r in refnames.strip("()").split(",")} # starting in git-1.8.3, tags are listed as "tag: foo-1.0" instead of # just "foo-1.0". If we see a "tag: " prefix, prefer those. TAG = "tag: " - tags = set([r[len(TAG):] for r in refs if r.startswith(TAG)]) + tags = {r[len(TAG):] for r in refs if r.startswith(TAG)} if not tags: # Either we're using git < 1.8.3, or there really are no tags. We use # a heuristic: assume all version tags have a digit. The old git %d @@ -192,7 +200,7 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): # between branches and tags. By ignoring refnames without digits, we # filter out many common branch names like "release" and # "stabilization", as well as "HEAD" and "master". - tags = set([r for r in refs if re.search(r'\d', r)]) + tags = {r for r in refs if re.search(r'\d', r)} if verbose: print("discarding '%s', no digits" % ",".join(refs - tags)) if verbose: @@ -201,6 +209,11 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): # sorting will prefer e.g. "2.0" over "2.0rc1" if ref.startswith(tag_prefix): r = ref[len(tag_prefix):] + # Filter out refs that exactly match prefix or that don't start + # with a number once the prefix is stripped (mostly a concern + # when prefix is '') + if not re.match(r'\d', r): + continue if verbose: print("picking %s" % r) return {"version": r, @@ -216,7 +229,7 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): @register_vcs_handler("git", "pieces_from_vcs") -def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): +def git_pieces_from_vcs(tag_prefix, root, verbose, runner=run_command): """Get version from 'git describe' in the root of the source tree. This only gets called if the git-archive 'subst' keywords were *not* @@ -227,8 +240,15 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): if sys.platform == "win32": GITS = ["git.cmd", "git.exe"] - out, rc = run_command(GITS, ["rev-parse", "--git-dir"], cwd=root, - hide_stderr=True) + # GIT_DIR can interfere with correct operation of Versioneer. + # It may be intended to be passed to the Versioneer-versioned project, + # but that should not change where we get our version from. + env = os.environ.copy() + env.pop("GIT_DIR", None) + runner = functools.partial(runner, env=env) + + _, rc = runner(GITS, ["rev-parse", "--git-dir"], cwd=root, + hide_stderr=True) if rc != 0: if verbose: print("Directory %s not under git control" % root) @@ -236,15 +256,15 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): # if there is a tag matching tag_prefix, this yields TAG-NUM-gHEX[-dirty] # if there isn't one, this yields HEX[-dirty] (no NUM) - describe_out, rc = run_command(GITS, ["describe", "--tags", "--dirty", - "--always", "--long", - "--match", "%s*" % tag_prefix], - cwd=root) + describe_out, rc = runner(GITS, [ + "describe", "--tags", "--dirty", "--always", "--long", + "--match", f"{tag_prefix}[[:digit:]]*" + ], cwd=root) # --long was added in git-1.5.5 if describe_out is None: raise NotThisMethod("'git describe' failed") describe_out = describe_out.strip() - full_out, rc = run_command(GITS, ["rev-parse", "HEAD"], cwd=root) + full_out, rc = runner(GITS, ["rev-parse", "HEAD"], cwd=root) if full_out is None: raise NotThisMethod("'git rev-parse' failed") full_out = full_out.strip() @@ -254,6 +274,39 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): pieces["short"] = full_out[:7] # maybe improved later pieces["error"] = None + branch_name, rc = runner(GITS, ["rev-parse", "--abbrev-ref", "HEAD"], + cwd=root) + # --abbrev-ref was added in git-1.6.3 + if rc != 0 or branch_name is None: + raise NotThisMethod("'git rev-parse --abbrev-ref' returned error") + branch_name = branch_name.strip() + + if branch_name == "HEAD": + # If we aren't exactly on a branch, pick a branch which represents + # the current commit. If all else fails, we are on a branchless + # commit. + branches, rc = runner(GITS, ["branch", "--contains"], cwd=root) + # --contains was added in git-1.5.4 + if rc != 0 or branches is None: + raise NotThisMethod("'git branch --contains' returned error") + branches = branches.split("\n") + + # Remove the first line if we're running detached + if "(" in branches[0]: + branches.pop(0) + + # Strip off the leading "* " from the list of branches. + branches = [branch[2:] for branch in branches] + if "master" in branches: + branch_name = "master" + elif not branches: + branch_name = None + else: + # Pick the first branch that is returned. Good or bad. + branch_name = branches[0] + + pieces["branch"] = branch_name + # parse describe_out. It will be like TAG-NUM-gHEX[-dirty] or HEX[-dirty] # TAG might have hyphens. git_describe = describe_out @@ -270,7 +323,7 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): # TAG-NUM-gHEX mo = re.search(r'^(.+)-(\d+)-g([0-9a-f]+)$', git_describe) if not mo: - # unparseable. Maybe git-describe is misbehaving? + # unparsable. Maybe git-describe is misbehaving? pieces["error"] = ("unable to parse git-describe output: '%s'" % describe_out) return pieces @@ -295,13 +348,11 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): else: # HEX: no tags pieces["closest-tag"] = None - count_out, rc = run_command(GITS, ["rev-list", "HEAD", "--count"], - cwd=root) - pieces["distance"] = int(count_out) # total number of commits + out, rc = runner(GITS, ["rev-list", "HEAD", "--left-right"], cwd=root) + pieces["distance"] = len(out.split()) # total number of commits # commit date: see ISO-8601 comment in git_versions_from_keywords() - date = run_command(GITS, ["show", "-s", "--format=%ci", "HEAD"], - cwd=root)[0].strip() + date = runner(GITS, ["show", "-s", "--format=%ci", "HEAD"], cwd=root)[0].strip() # Use only the last line. Previous lines may contain GPG signature # information. date = date.splitlines()[-1] @@ -342,16 +393,64 @@ def render_pep440(pieces): return rendered +def render_pep440_branch(pieces): + """TAG[[.dev0]+DISTANCE.gHEX[.dirty]] . + + The ".dev0" means not master branch. Note that .dev0 sorts backwards + (a feature branch will appear "older" than the master branch). + + Exceptions: + 1: no tags. 0[.dev0]+untagged.DISTANCE.gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0" + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+untagged.%d.g%s" % (pieces["distance"], + pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + +def pep440_split_post(ver): + """Split pep440 version string at the post-release segment. + + Returns the release segments before the post-release and the + post-release version number (or -1 if no post-release segment is present). + """ + vc = str.split(ver, ".post") + return vc[0], int(vc[1] or 0) if len(vc) == 2 else None + + def render_pep440_pre(pieces): - """TAG[.post0.devDISTANCE] -- No -dirty. + """TAG[.postN.devDISTANCE] -- No -dirty. Exceptions: 1: no tags. 0.post0.devDISTANCE """ if pieces["closest-tag"]: - rendered = pieces["closest-tag"] if pieces["distance"]: - rendered += ".post0.dev%d" % pieces["distance"] + # update the post release segment + tag_version, post_version = pep440_split_post(pieces["closest-tag"]) + rendered = tag_version + if post_version is not None: + rendered += ".post%d.dev%d" % (post_version + 1, pieces["distance"]) + else: + rendered += ".post0.dev%d" % (pieces["distance"]) + else: + # no commits, use the tag as the version + rendered = pieces["closest-tag"] else: # exception #1 rendered = "0.post0.dev%d" % pieces["distance"] @@ -385,6 +484,35 @@ def render_pep440_post(pieces): return rendered +def render_pep440_post_branch(pieces): + """TAG[.postDISTANCE[.dev0]+gHEX[.dirty]] . + + The ".dev0" means not master branch. + + Exceptions: + 1: no tags. 0.postDISTANCE[.dev0]+gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += ".post%d" % pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "g%s" % pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0.post%d" % pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+g%s" % pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + def render_pep440_old(pieces): """TAG[.postDISTANCE[.dev0]] . @@ -461,10 +589,14 @@ def render(pieces, style): if style == "pep440": rendered = render_pep440(pieces) + elif style == "pep440-branch": + rendered = render_pep440_branch(pieces) elif style == "pep440-pre": rendered = render_pep440_pre(pieces) elif style == "pep440-post": rendered = render_pep440_post(pieces) + elif style == "pep440-post-branch": + rendered = render_pep440_post_branch(pieces) elif style == "pep440-old": rendered = render_pep440_old(pieces) elif style == "git-describe": @@ -500,7 +632,7 @@ def get_versions(): # versionfile_source is the relative path from the top of the source # tree (where the .git directory might live) to this file. Invert # this to find the root from __file__. - for i in cfg.versionfile_source.split('/'): + for _ in cfg.versionfile_source.split('/'): root = os.path.dirname(root) except NameError: return {"version": "0+unknown", "full-revisionid": None, diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 44aa4e2065..9ddbc08c3d 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -60,7 +60,7 @@ def __init__(self, connectivity: Optional[int] = 1, dtype: DtypeLike = np.uint8) self.connectivity = connectivity self.dtype = dtype - def __call__( # type: ignore + def __call__( self, image: NdarrayOrTensor, mask: Optional[NdarrayOrTensor] = None, markers: Optional[NdarrayOrTensor] = None ) -> NdarrayOrTensor: """ diff --git a/tests/test_generate_instance_border.py b/tests/test_generate_instance_border.py index ae265b5774..1cb7e39c31 100644 --- a/tests/test_generate_instance_border.py +++ b/tests/test_generate_instance_border.py @@ -22,7 +22,6 @@ np.random.RandomState(123) - for p in TEST_NDARRAYS: EXCEPTION_TESTS.append( [ diff --git a/tests/test_generate_instance_borderd.py b/tests/test_generate_instance_borderd.py index f1139676c0..a4ee5221a6 100644 --- a/tests/test_generate_instance_borderd.py +++ b/tests/test_generate_instance_borderd.py @@ -22,7 +22,6 @@ np.random.RandomState(123) - for p in TEST_NDARRAYS: EXCEPTION_TESTS.append( [ diff --git a/tests/test_generate_watershed_mask.py b/tests/test_generate_watershed_mask.py index d6ad491dc6..1e2d84c7d2 100644 --- a/tests/test_generate_watershed_mask.py +++ b/tests/test_generate_watershed_mask.py @@ -26,7 +26,6 @@ np.random.RandomState(123) - for p in TEST_NDARRAYS: EXCEPTION_TESTS.append( [ diff --git a/tests/test_generate_watershed_maskd.py b/tests/test_generate_watershed_maskd.py index 5c9699d8fb..4e3a2ee15c 100644 --- a/tests/test_generate_watershed_maskd.py +++ b/tests/test_generate_watershed_maskd.py @@ -26,7 +26,6 @@ np.random.RandomState(123) - for p in TEST_NDARRAYS: EXCEPTION_TESTS.append( [ diff --git a/tests/test_sobel_gradient.py b/tests/test_sobel_gradient.py index d8366f576a..ba092516b7 100644 --- a/tests/test_sobel_gradient.py +++ b/tests/test_sobel_gradient.py @@ -82,7 +82,6 @@ torch.cat([OUTPUT_3x3[0:1], OUTPUT_3x3[1:2] + 0.5]), ] - TEST_CASE_KERNEL_0 = [ {"kernel_size": 3, "dtype": torch.float64}, (torch.tensor([-0.5, 0.0, 0.5], dtype=torch.float64), torch.tensor([0.25, 0.5, 0.25], dtype=torch.float64)), diff --git a/tests/test_sobel_gradientd.py b/tests/test_sobel_gradientd.py index e4de0c4b54..b53812aeb9 100644 --- a/tests/test_sobel_gradientd.py +++ b/tests/test_sobel_gradientd.py @@ -34,7 +34,6 @@ OUTPUT_3x3_ZERO_PAD[1, 7, 0] = OUTPUT_3x3_ZERO_PAD[1, 7, -1] = 3.0 / 8.0 OUTPUT_3x3_ZERO_PAD[1, 9, 0] = OUTPUT_3x3_ZERO_PAD[1, 9, -1] = -3.0 / 8.0 - TEST_CASE_0 = [{"image": IMAGE}, {"keys": "image", "kernel_size": 3, "dtype": torch.float32}, {"image": OUTPUT_3x3}] TEST_CASE_1 = [{"image": IMAGE}, {"keys": "image", "kernel_size": 3, "dtype": torch.float64}, {"image": OUTPUT_3x3}] TEST_CASE_2 = [ diff --git a/versioneer.py b/versioneer.py index 9112ac66a5..a06587fc3f 100644 --- a/versioneer.py +++ b/versioneer.py @@ -1,4 +1,4 @@ -# Version: 0.19 +# Version: 0.23 """The Versioneer - like a rocketeer, but for versions. @@ -8,12 +8,12 @@ * like a rocketeer, but for versions! * https://github.com/python-versioneer/python-versioneer * Brian Warner -* License: Public Domain -* Compatible with: Python 3.6, 3.7, 3.8, 3.9 and pypy3 +* License: Public Domain (CC0-1.0) +* Compatible with: Python 3.7, 3.8, 3.9, 3.10 and pypy3 * [![Latest Version][pypi-image]][pypi-url] * [![Build Status][travis-image]][travis-url] -This is a tool for managing a recorded version number in distutils-based +This is a tool for managing a recorded version number in distutils/setuptools-based python projects. The goal is to remove the tedious and error-prone "update the embedded version string" step from your release process. Making a new release should be as easy as recording a new tag in your version-control @@ -255,6 +255,8 @@ dependency * [minver](https://github.com/jbweston/miniver) - a lightweight reimplementation of versioneer +* [versioningit](https://github.com/jwodder/versioningit) - a PEP 518-based setuptools + plugin ## License @@ -271,6 +273,11 @@ [travis-url]: https://travis-ci.com/github/python-versioneer/python-versioneer """ +# pylint:disable=invalid-name,import-outside-toplevel,missing-function-docstring +# pylint:disable=missing-class-docstring,too-many-branches,too-many-statements +# pylint:disable=raise-missing-from,too-many-lines,too-many-locals,import-error +# pylint:disable=too-few-public-methods,redefined-outer-name,consider-using-with +# pylint:disable=attribute-defined-outside-init,too-many-arguments import configparser import errno @@ -279,6 +286,8 @@ import re import subprocess import sys +from typing import Callable, Dict +import functools class VersioneerConfig: @@ -315,11 +324,11 @@ def get_root(): # module-import table will cache the first one. So we can't use # os.path.dirname(__file__), as that will find whichever # versioneer.py was first imported, even in later projects. - me = os.path.realpath(os.path.abspath(__file__)) - me_dir = os.path.normcase(os.path.splitext(me)[0]) + my_path = os.path.realpath(os.path.abspath(__file__)) + me_dir = os.path.normcase(os.path.splitext(my_path)[0]) vsr_dir = os.path.normcase(os.path.splitext(versioneer_py)[0]) if me_dir != vsr_dir: - print("Warning: build in %s is using versioneer.py from %s" % (os.path.dirname(me), versioneer_py)) + print("Warning: build in %s is using versioneer.py from %s" % (os.path.dirname(my_path), versioneer_py)) except NameError: pass return root @@ -327,31 +336,29 @@ def get_root(): def get_config_from_root(root): """Read the project setup.cfg file to determine Versioneer config.""" - # This might raise EnvironmentError (if setup.cfg is missing), or + # This might raise OSError (if setup.cfg is missing), or # configparser.NoSectionError (if it lacks a [versioneer] section), or # configparser.NoOptionError (if it lacks "VCS="). See the docstring at # the top of versioneer.py for instructions on writing your setup.cfg . setup_cfg = os.path.join(root, "setup.cfg") parser = configparser.ConfigParser() - with open(setup_cfg, "r") as f: - parser.read_file(f) + with open(setup_cfg, "r") as cfg_file: + parser.read_file(cfg_file) VCS = parser.get("versioneer", "VCS") # mandatory - def get(parser, name): - if parser.has_option("versioneer", name): - return parser.get("versioneer", name) - return None + # Dict-like interface for non-mandatory entries + section = parser["versioneer"] cfg = VersioneerConfig() cfg.VCS = VCS - cfg.style = get(parser, "style") or "" - cfg.versionfile_source = get(parser, "versionfile_source") - cfg.versionfile_build = get(parser, "versionfile_build") - cfg.tag_prefix = get(parser, "tag_prefix") - if cfg.tag_prefix in ("''", '""'): + cfg.style = section.get("style", "") + cfg.versionfile_source = section.get("versionfile_source") + cfg.versionfile_build = section.get("versionfile_build") + cfg.tag_prefix = section.get("tag_prefix") + if cfg.tag_prefix in ("''", '""', None): cfg.tag_prefix = "" - cfg.parentdir_prefix = get(parser, "parentdir_prefix") - cfg.verbose = get(parser, "verbose") + cfg.parentdir_prefix = section.get("parentdir_prefix") + cfg.verbose = section.get("verbose") return cfg @@ -360,8 +367,8 @@ class NotThisMethod(Exception): # these dictionaries contain VCS-specific tools -LONG_VERSION_PY = {} -HANDLERS = {} +LONG_VERSION_PY: Dict[str, str] = {} +HANDLERS: Dict[str, Dict[str, Callable]] = {} def register_vcs_handler(vcs, method): # decorator @@ -369,9 +376,7 @@ def register_vcs_handler(vcs, method): # decorator def decorate(f): """Store f in HANDLERS[vcs][method].""" - if vcs not in HANDLERS: - HANDLERS[vcs] = {} - HANDLERS[vcs][method] = f + HANDLERS.setdefault(vcs, {})[method] = f return f return decorate @@ -380,16 +385,29 @@ def decorate(f): def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, env=None): """Call the given command(s).""" assert isinstance(commands, list) - p = None - for c in commands: + process = None + + popen_kwargs = {} + if sys.platform == "win32": + # This hides the console window if pythonw.exe is used + startupinfo = subprocess.STARTUPINFO() + startupinfo.dwFlags |= subprocess.STARTF_USESHOWWINDOW + popen_kwargs["startupinfo"] = startupinfo + + for command in commands: try: - dispcmd = str([c] + args) + dispcmd = str([command] + args) # remember shell=False, so use git.cmd on windows, not just git - p = subprocess.Popen( - [c] + args, cwd=cwd, env=env, stdout=subprocess.PIPE, stderr=(subprocess.PIPE if hide_stderr else None) + process = subprocess.Popen( + [command] + args, + cwd=cwd, + env=env, + stdout=subprocess.PIPE, + stderr=(subprocess.PIPE if hide_stderr else None), + **popen_kwargs, ) break - except EnvironmentError: + except OSError: e = sys.exc_info()[1] if e.errno == errno.ENOENT: continue @@ -401,13 +419,13 @@ def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, env= if verbose: print("unable to find command, tried %s" % (commands,)) return None, None - stdout = p.communicate()[0].strip().decode() - if p.returncode != 0: + stdout = process.communicate()[0].strip().decode() + if process.returncode != 0: if verbose: print("unable to run %s (error)" % dispcmd) print("stdout was %s" % stdout) - return None, p.returncode - return stdout, p.returncode + return None, process.returncode + return stdout, process.returncode LONG_VERSION_PY[ @@ -420,7 +438,7 @@ def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, env= # that just contains the computed version number. # This file is released into the public domain. Generated by -# versioneer-0.19 (https://github.com/python-versioneer/python-versioneer) +# versioneer-0.23 (https://github.com/python-versioneer/python-versioneer) """Git implementation of _version.py.""" @@ -429,6 +447,8 @@ def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, env= import re import subprocess import sys +from typing import Callable, Dict +import functools def get_keywords(): @@ -466,8 +486,8 @@ class NotThisMethod(Exception): """Exception raised if a method is not valid for the current scenario.""" -LONG_VERSION_PY = {} -HANDLERS = {} +LONG_VERSION_PY: Dict[str, str] = {} +HANDLERS: Dict[str, Dict[str, Callable]] = {} def register_vcs_handler(vcs, method): # decorator @@ -485,17 +505,25 @@ def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, env=None): """Call the given command(s).""" assert isinstance(commands, list) - p = None - for c in commands: + process = None + + popen_kwargs = {} + if sys.platform == "win32": + # This hides the console window if pythonw.exe is used + startupinfo = subprocess.STARTUPINFO() + startupinfo.dwFlags |= subprocess.STARTF_USESHOWWINDOW + popen_kwargs["startupinfo"] = startupinfo + + for command in commands: try: - dispcmd = str([c] + args) + dispcmd = str([command] + args) # remember shell=False, so use git.cmd on windows, not just git - p = subprocess.Popen([c] + args, cwd=cwd, env=env, - stdout=subprocess.PIPE, - stderr=(subprocess.PIPE if hide_stderr - else None)) + process = subprocess.Popen([command] + args, cwd=cwd, env=env, + stdout=subprocess.PIPE, + stderr=(subprocess.PIPE if hide_stderr + else None), **popen_kwargs) break - except EnvironmentError: + except OSError: e = sys.exc_info()[1] if e.errno == errno.ENOENT: continue @@ -507,13 +535,13 @@ def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, if verbose: print("unable to find command, tried %%s" %% (commands,)) return None, None - stdout = p.communicate()[0].strip().decode() - if p.returncode != 0: + stdout = process.communicate()[0].strip().decode() + if process.returncode != 0: if verbose: print("unable to run %%s (error)" %% dispcmd) print("stdout was %%s" %% stdout) - return None, p.returncode - return stdout, p.returncode + return None, process.returncode + return stdout, process.returncode def versions_from_parentdir(parentdir_prefix, root, verbose): @@ -525,15 +553,14 @@ def versions_from_parentdir(parentdir_prefix, root, verbose): """ rootdirs = [] - for i in range(3): + for _ in range(3): dirname = os.path.basename(root) if dirname.startswith(parentdir_prefix): return {"version": dirname[len(parentdir_prefix):], "full-revisionid": None, "dirty": False, "error": None, "date": None} - else: - rootdirs.append(root) - root = os.path.dirname(root) # up a level + rootdirs.append(root) + root = os.path.dirname(root) # up a level if verbose: print("Tried directories %%s but none started with prefix %%s" %% @@ -550,22 +577,21 @@ def git_get_keywords(versionfile_abs): # _version.py. keywords = {} try: - f = open(versionfile_abs, "r") - for line in f.readlines(): - if line.strip().startswith("git_refnames ="): - mo = re.search(r'=\s*"(.*)"', line) - if mo: - keywords["refnames"] = mo.group(1) - if line.strip().startswith("git_full ="): - mo = re.search(r'=\s*"(.*)"', line) - if mo: - keywords["full"] = mo.group(1) - if line.strip().startswith("git_date ="): - mo = re.search(r'=\s*"(.*)"', line) - if mo: - keywords["date"] = mo.group(1) - f.close() - except EnvironmentError: + with open(versionfile_abs, "r") as fobj: + for line in fobj: + if line.strip().startswith("git_refnames ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["refnames"] = mo.group(1) + if line.strip().startswith("git_full ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["full"] = mo.group(1) + if line.strip().startswith("git_date ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["date"] = mo.group(1) + except OSError: pass return keywords @@ -573,8 +599,8 @@ def git_get_keywords(versionfile_abs): @register_vcs_handler("git", "keywords") def git_versions_from_keywords(keywords, tag_prefix, verbose): """Get version information from git keywords.""" - if not keywords: - raise NotThisMethod("no keywords at all, weird") + if "refnames" not in keywords: + raise NotThisMethod("Short version file found") date = keywords.get("date") if date is not None: # Use only the last line. Previous lines may contain GPG signature @@ -593,11 +619,11 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): if verbose: print("keywords are unexpanded, not using") raise NotThisMethod("unexpanded keywords, not a git-archive tarball") - refs = set([r.strip() for r in refnames.strip("()").split(",")]) + refs = {r.strip() for r in refnames.strip("()").split(",")} # starting in git-1.8.3, tags are listed as "tag: foo-1.0" instead of # just "foo-1.0". If we see a "tag: " prefix, prefer those. TAG = "tag: " - tags = set([r[len(TAG):] for r in refs if r.startswith(TAG)]) + tags = {r[len(TAG):] for r in refs if r.startswith(TAG)} if not tags: # Either we're using git < 1.8.3, or there really are no tags. We use # a heuristic: assume all version tags have a digit. The old git %%d @@ -606,7 +632,7 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): # between branches and tags. By ignoring refnames without digits, we # filter out many common branch names like "release" and # "stabilization", as well as "HEAD" and "master". - tags = set([r for r in refs if re.search(r'\d', r)]) + tags = {r for r in refs if re.search(r'\d', r)} if verbose: print("discarding '%%s', no digits" %% ",".join(refs - tags)) if verbose: @@ -615,6 +641,11 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): # sorting will prefer e.g. "2.0" over "2.0rc1" if ref.startswith(tag_prefix): r = ref[len(tag_prefix):] + # Filter out refs that exactly match prefix or that don't start + # with a number once the prefix is stripped (mostly a concern + # when prefix is '') + if not re.match(r'\d', r): + continue if verbose: print("picking %%s" %% r) return {"version": r, @@ -630,7 +661,7 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): @register_vcs_handler("git", "pieces_from_vcs") -def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): +def git_pieces_from_vcs(tag_prefix, root, verbose, runner=run_command): """Get version from 'git describe' in the root of the source tree. This only gets called if the git-archive 'subst' keywords were *not* @@ -641,8 +672,15 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): if sys.platform == "win32": GITS = ["git.cmd", "git.exe"] - out, rc = run_command(GITS, ["rev-parse", "--git-dir"], cwd=root, - hide_stderr=True) + # GIT_DIR can interfere with correct operation of Versioneer. + # It may be intended to be passed to the Versioneer-versioned project, + # but that should not change where we get our version from. + env = os.environ.copy() + env.pop("GIT_DIR", None) + runner = functools.partial(runner, env=env) + + _, rc = runner(GITS, ["rev-parse", "--git-dir"], cwd=root, + hide_stderr=True) if rc != 0: if verbose: print("Directory %%s not under git control" %% root) @@ -650,15 +688,15 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): # if there is a tag matching tag_prefix, this yields TAG-NUM-gHEX[-dirty] # if there isn't one, this yields HEX[-dirty] (no NUM) - describe_out, rc = run_command(GITS, ["describe", "--tags", "--dirty", - "--always", "--long", - "--match", "%%s*" %% tag_prefix], - cwd=root) + describe_out, rc = runner(GITS, [ + "describe", "--tags", "--dirty", "--always", "--long", + "--match", f"{tag_prefix}[[:digit:]]*" + ], cwd=root) # --long was added in git-1.5.5 if describe_out is None: raise NotThisMethod("'git describe' failed") describe_out = describe_out.strip() - full_out, rc = run_command(GITS, ["rev-parse", "HEAD"], cwd=root) + full_out, rc = runner(GITS, ["rev-parse", "HEAD"], cwd=root) if full_out is None: raise NotThisMethod("'git rev-parse' failed") full_out = full_out.strip() @@ -668,6 +706,39 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): pieces["short"] = full_out[:7] # maybe improved later pieces["error"] = None + branch_name, rc = runner(GITS, ["rev-parse", "--abbrev-ref", "HEAD"], + cwd=root) + # --abbrev-ref was added in git-1.6.3 + if rc != 0 or branch_name is None: + raise NotThisMethod("'git rev-parse --abbrev-ref' returned error") + branch_name = branch_name.strip() + + if branch_name == "HEAD": + # If we aren't exactly on a branch, pick a branch which represents + # the current commit. If all else fails, we are on a branchless + # commit. + branches, rc = runner(GITS, ["branch", "--contains"], cwd=root) + # --contains was added in git-1.5.4 + if rc != 0 or branches is None: + raise NotThisMethod("'git branch --contains' returned error") + branches = branches.split("\n") + + # Remove the first line if we're running detached + if "(" in branches[0]: + branches.pop(0) + + # Strip off the leading "* " from the list of branches. + branches = [branch[2:] for branch in branches] + if "master" in branches: + branch_name = "master" + elif not branches: + branch_name = None + else: + # Pick the first branch that is returned. Good or bad. + branch_name = branches[0] + + pieces["branch"] = branch_name + # parse describe_out. It will be like TAG-NUM-gHEX[-dirty] or HEX[-dirty] # TAG might have hyphens. git_describe = describe_out @@ -684,7 +755,7 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): # TAG-NUM-gHEX mo = re.search(r'^(.+)-(\d+)-g([0-9a-f]+)$', git_describe) if not mo: - # unparseable. Maybe git-describe is misbehaving? + # unparsable. Maybe git-describe is misbehaving? pieces["error"] = ("unable to parse git-describe output: '%%s'" %% describe_out) return pieces @@ -709,13 +780,11 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): else: # HEX: no tags pieces["closest-tag"] = None - count_out, rc = run_command(GITS, ["rev-list", "HEAD", "--count"], - cwd=root) - pieces["distance"] = int(count_out) # total number of commits + out, rc = runner(GITS, ["rev-list", "HEAD", "--left-right"], cwd=root) + pieces["distance"] = len(out.split()) # total number of commits # commit date: see ISO-8601 comment in git_versions_from_keywords() - date = run_command(GITS, ["show", "-s", "--format=%%ci", "HEAD"], - cwd=root)[0].strip() + date = runner(GITS, ["show", "-s", "--format=%%ci", "HEAD"], cwd=root)[0].strip() # Use only the last line. Previous lines may contain GPG signature # information. date = date.splitlines()[-1] @@ -756,16 +825,64 @@ def render_pep440(pieces): return rendered +def render_pep440_branch(pieces): + """TAG[[.dev0]+DISTANCE.gHEX[.dirty]] . + + The ".dev0" means not master branch. Note that .dev0 sorts backwards + (a feature branch will appear "older" than the master branch). + + Exceptions: + 1: no tags. 0[.dev0]+untagged.DISTANCE.gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "%%d.g%%s" %% (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0" + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+untagged.%%d.g%%s" %% (pieces["distance"], + pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + +def pep440_split_post(ver): + """Split pep440 version string at the post-release segment. + + Returns the release segments before the post-release and the + post-release version number (or -1 if no post-release segment is present). + """ + vc = str.split(ver, ".post") + return vc[0], int(vc[1] or 0) if len(vc) == 2 else None + + def render_pep440_pre(pieces): - """TAG[.post0.devDISTANCE] -- No -dirty. + """TAG[.postN.devDISTANCE] -- No -dirty. Exceptions: 1: no tags. 0.post0.devDISTANCE """ if pieces["closest-tag"]: - rendered = pieces["closest-tag"] if pieces["distance"]: - rendered += ".post0.dev%%d" %% pieces["distance"] + # update the post release segment + tag_version, post_version = pep440_split_post(pieces["closest-tag"]) + rendered = tag_version + if post_version is not None: + rendered += ".post%%d.dev%%d" %% (post_version + 1, pieces["distance"]) + else: + rendered += ".post0.dev%%d" %% (pieces["distance"]) + else: + # no commits, use the tag as the version + rendered = pieces["closest-tag"] else: # exception #1 rendered = "0.post0.dev%%d" %% pieces["distance"] @@ -799,6 +916,35 @@ def render_pep440_post(pieces): return rendered +def render_pep440_post_branch(pieces): + """TAG[.postDISTANCE[.dev0]+gHEX[.dirty]] . + + The ".dev0" means not master branch. + + Exceptions: + 1: no tags. 0.postDISTANCE[.dev0]+gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += ".post%%d" %% pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "g%%s" %% pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0.post%%d" %% pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+g%%s" %% pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + def render_pep440_old(pieces): """TAG[.postDISTANCE[.dev0]] . @@ -875,10 +1021,14 @@ def render(pieces, style): if style == "pep440": rendered = render_pep440(pieces) + elif style == "pep440-branch": + rendered = render_pep440_branch(pieces) elif style == "pep440-pre": rendered = render_pep440_pre(pieces) elif style == "pep440-post": rendered = render_pep440_post(pieces) + elif style == "pep440-post-branch": + rendered = render_pep440_post_branch(pieces) elif style == "pep440-old": rendered = render_pep440_old(pieces) elif style == "git-describe": @@ -914,7 +1064,7 @@ def get_versions(): # versionfile_source is the relative path from the top of the source # tree (where the .git directory might live) to this file. Invert # this to find the root from __file__. - for i in cfg.versionfile_source.split('/'): + for _ in cfg.versionfile_source.split('/'): root = os.path.dirname(root) except NameError: return {"version": "0+unknown", "full-revisionid": None, @@ -949,22 +1099,21 @@ def git_get_keywords(versionfile_abs): # _version.py. keywords = {} try: - f = open(versionfile_abs, "r") - for line in f.readlines(): - if line.strip().startswith("git_refnames ="): - mo = re.search(r'=\s*"(.*)"', line) - if mo: - keywords["refnames"] = mo.group(1) - if line.strip().startswith("git_full ="): - mo = re.search(r'=\s*"(.*)"', line) - if mo: - keywords["full"] = mo.group(1) - if line.strip().startswith("git_date ="): - mo = re.search(r'=\s*"(.*)"', line) - if mo: - keywords["date"] = mo.group(1) - f.close() - except EnvironmentError: + with open(versionfile_abs, "r") as fobj: + for line in fobj: + if line.strip().startswith("git_refnames ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["refnames"] = mo.group(1) + if line.strip().startswith("git_full ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["full"] = mo.group(1) + if line.strip().startswith("git_date ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["date"] = mo.group(1) + except OSError: pass return keywords @@ -972,8 +1121,8 @@ def git_get_keywords(versionfile_abs): @register_vcs_handler("git", "keywords") def git_versions_from_keywords(keywords, tag_prefix, verbose): """Get version information from git keywords.""" - if not keywords: - raise NotThisMethod("no keywords at all, weird") + if "refnames" not in keywords: + raise NotThisMethod("Short version file found") date = keywords.get("date") if date is not None: # Use only the last line. Previous lines may contain GPG signature @@ -992,11 +1141,11 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): if verbose: print("keywords are unexpanded, not using") raise NotThisMethod("unexpanded keywords, not a git-archive tarball") - refs = set([r.strip() for r in refnames.strip("()").split(",")]) + refs = {r.strip() for r in refnames.strip("()").split(",")} # starting in git-1.8.3, tags are listed as "tag: foo-1.0" instead of # just "foo-1.0". If we see a "tag: " prefix, prefer those. TAG = "tag: " - tags = set([r[len(TAG) :] for r in refs if r.startswith(TAG)]) + tags = {r[len(TAG) :] for r in refs if r.startswith(TAG)} if not tags: # Either we're using git < 1.8.3, or there really are no tags. We use # a heuristic: assume all version tags have a digit. The old git %d @@ -1005,7 +1154,7 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): # between branches and tags. By ignoring refnames without digits, we # filter out many common branch names like "release" and # "stabilization", as well as "HEAD" and "master". - tags = set([r for r in refs if re.search(r"\d", r)]) + tags = {r for r in refs if re.search(r"\d", r)} if verbose: print("discarding '%s', no digits" % ",".join(refs - tags)) if verbose: @@ -1014,6 +1163,11 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): # sorting will prefer e.g. "2.0" over "2.0rc1" if ref.startswith(tag_prefix): r = ref[len(tag_prefix) :] + # Filter out refs that exactly match prefix or that don't start + # with a number once the prefix is stripped (mostly a concern + # when prefix is '') + if not re.match(r"\d", r): + continue if verbose: print("picking %s" % r) return { @@ -1036,7 +1190,7 @@ def git_versions_from_keywords(keywords, tag_prefix, verbose): @register_vcs_handler("git", "pieces_from_vcs") -def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): +def git_pieces_from_vcs(tag_prefix, root, verbose, runner=run_command): """Get version from 'git describe' in the root of the source tree. This only gets called if the git-archive 'subst' keywords were *not* @@ -1047,7 +1201,14 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): if sys.platform == "win32": GITS = ["git.cmd", "git.exe"] - out, rc = run_command(GITS, ["rev-parse", "--git-dir"], cwd=root, hide_stderr=True) + # GIT_DIR can interfere with correct operation of Versioneer. + # It may be intended to be passed to the Versioneer-versioned project, + # but that should not change where we get our version from. + env = os.environ.copy() + env.pop("GIT_DIR", None) + runner = functools.partial(runner, env=env) + + _, rc = runner(GITS, ["rev-parse", "--git-dir"], cwd=root, hide_stderr=True) if rc != 0: if verbose: print("Directory %s not under git control" % root) @@ -1055,14 +1216,14 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): # if there is a tag matching tag_prefix, this yields TAG-NUM-gHEX[-dirty] # if there isn't one, this yields HEX[-dirty] (no NUM) - describe_out, rc = run_command( - GITS, ["describe", "--tags", "--dirty", "--always", "--long", "--match", "%s*" % tag_prefix], cwd=root + describe_out, rc = runner( + GITS, ["describe", "--tags", "--dirty", "--always", "--long", "--match", f"{tag_prefix}[[:digit:]]*"], cwd=root ) # --long was added in git-1.5.5 if describe_out is None: raise NotThisMethod("'git describe' failed") describe_out = describe_out.strip() - full_out, rc = run_command(GITS, ["rev-parse", "HEAD"], cwd=root) + full_out, rc = runner(GITS, ["rev-parse", "HEAD"], cwd=root) if full_out is None: raise NotThisMethod("'git rev-parse' failed") full_out = full_out.strip() @@ -1072,6 +1233,38 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): pieces["short"] = full_out[:7] # maybe improved later pieces["error"] = None + branch_name, rc = runner(GITS, ["rev-parse", "--abbrev-ref", "HEAD"], cwd=root) + # --abbrev-ref was added in git-1.6.3 + if rc != 0 or branch_name is None: + raise NotThisMethod("'git rev-parse --abbrev-ref' returned error") + branch_name = branch_name.strip() + + if branch_name == "HEAD": + # If we aren't exactly on a branch, pick a branch which represents + # the current commit. If all else fails, we are on a branchless + # commit. + branches, rc = runner(GITS, ["branch", "--contains"], cwd=root) + # --contains was added in git-1.5.4 + if rc != 0 or branches is None: + raise NotThisMethod("'git branch --contains' returned error") + branches = branches.split("\n") + + # Remove the first line if we're running detached + if "(" in branches[0]: + branches.pop(0) + + # Strip off the leading "* " from the list of branches. + branches = [branch[2:] for branch in branches] + if "master" in branches: + branch_name = "master" + elif not branches: + branch_name = None + else: + # Pick the first branch that is returned. Good or bad. + branch_name = branches[0] + + pieces["branch"] = branch_name + # parse describe_out. It will be like TAG-NUM-gHEX[-dirty] or HEX[-dirty] # TAG might have hyphens. git_describe = describe_out @@ -1088,7 +1281,7 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): # TAG-NUM-gHEX mo = re.search(r"^(.+)-(\d+)-g([0-9a-f]+)$", git_describe) if not mo: - # unparseable. Maybe git-describe is misbehaving? + # unparsable. Maybe git-describe is misbehaving? pieces["error"] = "unable to parse git-describe output: '%s'" % describe_out return pieces @@ -1111,11 +1304,11 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): else: # HEX: no tags pieces["closest-tag"] = None - count_out, rc = run_command(GITS, ["rev-list", "HEAD", "--count"], cwd=root) - pieces["distance"] = int(count_out) # total number of commits + out, rc = runner(GITS, ["rev-list", "HEAD", "--left-right"], cwd=root) + pieces["distance"] = len(out.split()) # total number of commits # commit date: see ISO-8601 comment in git_versions_from_keywords() - date = run_command(GITS, ["show", "-s", "--format=%ci", "HEAD"], cwd=root)[0].strip() + date = runner(GITS, ["show", "-s", "--format=%ci", "HEAD"], cwd=root)[0].strip() # Use only the last line. Previous lines may contain GPG signature # information. date = date.splitlines()[-1] @@ -1124,7 +1317,7 @@ def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command): return pieces -def do_vcs_install(manifest_in, versionfile_source, ipy): +def do_vcs_install(versionfile_source, ipy): """Git-specific installation logic for Versioneer. For Git, this means creating/changing .gitattributes to mark _version.py @@ -1133,31 +1326,30 @@ def do_vcs_install(manifest_in, versionfile_source, ipy): GITS = ["git"] if sys.platform == "win32": GITS = ["git.cmd", "git.exe"] - files = [manifest_in, versionfile_source] + files = [versionfile_source] if ipy: files.append(ipy) try: - me = __file__ - if me.endswith(".pyc") or me.endswith(".pyo"): - me = os.path.splitext(me)[0] + ".py" - versioneer_file = os.path.relpath(me) + my_path = __file__ + if my_path.endswith(".pyc") or my_path.endswith(".pyo"): + my_path = os.path.splitext(my_path)[0] + ".py" + versioneer_file = os.path.relpath(my_path) except NameError: versioneer_file = "versioneer.py" files.append(versioneer_file) present = False try: - f = open(".gitattributes", "r") - for line in f.readlines(): - if line.strip().startswith(versionfile_source): - if "export-subst" in line.strip().split()[1:]: - present = True - f.close() - except EnvironmentError: + with open(".gitattributes", "r") as fobj: + for line in fobj: + if line.strip().startswith(versionfile_source): + if "export-subst" in line.strip().split()[1:]: + present = True + break + except OSError: pass if not present: - f = open(".gitattributes", "a+") - f.write("%s export-subst\n" % versionfile_source) - f.close() + with open(".gitattributes", "a+") as fobj: + fobj.write(f"{versionfile_source} export-subst\n") files.append(".gitattributes") run_command(GITS, ["add", "--"] + files) @@ -1171,7 +1363,7 @@ def versions_from_parentdir(parentdir_prefix, root, verbose): """ rootdirs = [] - for i in range(3): + for _ in range(3): dirname = os.path.basename(root) if dirname.startswith(parentdir_prefix): return { @@ -1181,9 +1373,8 @@ def versions_from_parentdir(parentdir_prefix, root, verbose): "error": None, "date": None, } - else: - rootdirs.append(root) - root = os.path.dirname(root) # up a level + rootdirs.append(root) + root = os.path.dirname(root) # up a level if verbose: print("Tried directories %s but none started with prefix %s" % (str(rootdirs), parentdir_prefix)) @@ -1191,7 +1382,7 @@ def versions_from_parentdir(parentdir_prefix, root, verbose): SHORT_VERSION_PY = """ -# This file was generated by 'versioneer.py' (0.19) from +# This file was generated by 'versioneer.py' (0.23) from # revision-control system data, or from the parent directory name of an # unpacked source archive. Distribution tarballs contain a pre-generated copy # of this file. @@ -1213,7 +1404,7 @@ def versions_from_file(filename): try: with open(filename) as f: contents = f.read() - except EnvironmentError: + except OSError: raise NotThisMethod("unable to read _version.py") mo = re.search(r"version_json = '''\n(.*)''' # END VERSION_JSON", contents, re.M | re.S) if not mo: @@ -1264,16 +1455,63 @@ def render_pep440(pieces): return rendered +def render_pep440_branch(pieces): + """TAG[[.dev0]+DISTANCE.gHEX[.dirty]] . + + The ".dev0" means not master branch. Note that .dev0 sorts backwards + (a feature branch will appear "older" than the master branch). + + Exceptions: + 1: no tags. 0[.dev0]+untagged.DISTANCE.gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0" + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+untagged.%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + +def pep440_split_post(ver): + """Split pep440 version string at the post-release segment. + + Returns the release segments before the post-release and the + post-release version number (or -1 if no post-release segment is present). + """ + vc = str.split(ver, ".post") + return vc[0], int(vc[1] or 0) if len(vc) == 2 else None + + def render_pep440_pre(pieces): - """TAG[.post0.devDISTANCE] -- No -dirty. + """TAG[.postN.devDISTANCE] -- No -dirty. Exceptions: 1: no tags. 0.post0.devDISTANCE """ if pieces["closest-tag"]: - rendered = pieces["closest-tag"] if pieces["distance"]: - rendered += ".post0.dev%d" % pieces["distance"] + # update the post release segment + tag_version, post_version = pep440_split_post(pieces["closest-tag"]) + rendered = tag_version + if post_version is not None: + rendered += ".post%d.dev%d" % (post_version + 1, pieces["distance"]) + else: + rendered += ".post0.dev%d" % (pieces["distance"]) + else: + # no commits, use the tag as the version + rendered = pieces["closest-tag"] else: # exception #1 rendered = "0.post0.dev%d" % pieces["distance"] @@ -1307,6 +1545,35 @@ def render_pep440_post(pieces): return rendered +def render_pep440_post_branch(pieces): + """TAG[.postDISTANCE[.dev0]+gHEX[.dirty]] . + + The ".dev0" means not master branch. + + Exceptions: + 1: no tags. 0.postDISTANCE[.dev0]+gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += ".post%d" % pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "g%s" % pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0.post%d" % pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+g%s" % pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + def render_pep440_old(pieces): """TAG[.postDISTANCE[.dev0]] . @@ -1385,10 +1652,14 @@ def render(pieces, style): if style == "pep440": rendered = render_pep440(pieces) + elif style == "pep440-branch": + rendered = render_pep440_branch(pieces) elif style == "pep440-pre": rendered = render_pep440_pre(pieces) elif style == "pep440-post": rendered = render_pep440_post(pieces) + elif style == "pep440-post-branch": + rendered = render_pep440_post_branch(pieces) elif style == "pep440-old": rendered = render_pep440_old(pieces) elif style == "git-describe": @@ -1496,7 +1767,7 @@ def get_version(): def get_cmdclass(cmdclass=None): - """Get the custom setuptools/distutils subclasses used by Versioneer. + """Get the custom setuptools subclasses used by Versioneer. If the package uses a different cmdclass (e.g. one from numpy), it should be provide as an argument. @@ -1518,8 +1789,8 @@ def get_cmdclass(cmdclass=None): cmds = {} if cmdclass is None else cmdclass.copy() - # we add "version" to both distutils and setuptools - from distutils.core import Command + # we add "version" to setuptools + from setuptools import Command class cmd_version(Command): description = "report generated version string" @@ -1543,7 +1814,7 @@ def run(self): cmds["version"] = cmd_version - # we override "build_py" in both distutils and setuptools + # we override "build_py" in setuptools # # most invocation pathways end up running build_py: # distutils/build -> build_py @@ -1558,13 +1829,14 @@ def run(self): # then does setup.py bdist_wheel, or sometimes setup.py install # setup.py egg_info -> ? + # pip install -e . and setuptool/editable_wheel will invoke build_py + # but the build_py command is not expected to copy any files. + # we override different "build_py" commands for both environments if "build_py" in cmds: _build_py = cmds["build_py"] - elif "setuptools" in sys.modules: - from setuptools.command.build_py import build_py as _build_py else: - from distutils.command.build_py import build_py as _build_py + from setuptools.command.build_py import build_py as _build_py class cmd_build_py(_build_py): def run(self): @@ -1572,6 +1844,10 @@ def run(self): cfg = get_config_from_root(root) versions = get_versions() _build_py.run(self) + if getattr(self, "editable_mode", False): + # During editable installs `.py` and data files are + # not copied to build_lib + return # now locate _version.py in the new build/ directory and replace # it with an updated value if cfg.versionfile_build: @@ -1581,10 +1857,10 @@ def run(self): cmds["build_py"] = cmd_build_py - if "setuptools" in sys.modules: - from setuptools.command.build_ext import build_ext as _build_ext + if "build_ext" in cmds: + _build_ext = cmds["build_ext"] else: - from distutils.command.build_ext import build_ext as _build_ext + from setuptools.command.build_ext import build_ext as _build_ext class cmd_build_ext(_build_ext): def run(self): @@ -1600,7 +1876,14 @@ def run(self): return # now locate _version.py in the new build/ directory and replace # it with an updated value - target_versionfile = os.path.join(self.build_lib, cfg.versionfile_source) + target_versionfile = os.path.join(self.build_lib, cfg.versionfile_build) + if not os.path.exists(target_versionfile): + print( + f"Warning: {target_versionfile} does not exist, skipping " + "version update. This can happen if you are running build_ext " + "without first running build_py." + ) + return print("UPDATING %s" % target_versionfile) write_to_version_file(target_versionfile, versions) @@ -1672,13 +1955,48 @@ def run(self): cmds["py2exe"] = cmd_py2exe + # sdist farms its file list building out to egg_info + if "egg_info" in cmds: + _sdist = cmds["egg_info"] + else: + from setuptools.command.egg_info import egg_info as _egg_info + + class cmd_egg_info(_egg_info): + def find_sources(self): + # egg_info.find_sources builds the manifest list and writes it + # in one shot + super().find_sources() + + # Modify the filelist and normalize it + root = get_root() + cfg = get_config_from_root(root) + self.filelist.append("versioneer.py") + if cfg.versionfile_source: + # There are rare cases where versionfile_source might not be + # included by default, so we must be explicit + self.filelist.append(cfg.versionfile_source) + self.filelist.sort() + self.filelist.remove_duplicates() + + # The write method is hidden in the manifest_maker instance that + # generated the filelist and was thrown away + # We will instead replicate their final normalization (to unicode, + # and POSIX-style paths) + from setuptools import unicode_utils + + normalized = [unicode_utils.filesys_decode(f).replace(os.sep, "/") for f in self.filelist.files] + + manifest_filename = os.path.join(self.egg_info, "SOURCES.txt") + with open(manifest_filename, "w") as fobj: + fobj.write("\n".join(normalized)) + + cmds["egg_info"] = cmd_egg_info + # we override different "sdist" commands for both environments if "sdist" in cmds: _sdist = cmds["sdist"] - elif "setuptools" in sys.modules: - from setuptools.command.sdist import sdist as _sdist else: - from distutils.command.sdist import sdist as _sdist + from setuptools.command.sdist import sdist as _sdist class cmd_sdist(_sdist): def run(self): @@ -1742,20 +2060,25 @@ def make_release_tree(self, base_dir, files): """ -INIT_PY_SNIPPET = """ +OLD_SNIPPET = """ from ._version import get_versions __version__ = get_versions()['version'] del get_versions """ +INIT_PY_SNIPPET = """ +from . import {0} +__version__ = {0}.get_versions()['version'] +""" + def do_setup(): """Do main VCS-independent setup function for installing Versioneer.""" root = get_root() try: cfg = get_config_from_root(root) - except (EnvironmentError, configparser.NoSectionError, configparser.NoOptionError) as e: - if isinstance(e, (EnvironmentError, configparser.NoSectionError)): + except (OSError, configparser.NoSectionError, configparser.NoOptionError) as e: + if isinstance(e, (OSError, configparser.NoSectionError)): print("Adding sample versioneer config to setup.cfg", file=sys.stderr) with open(os.path.join(root, "setup.cfg"), "a") as f: f.write(SAMPLE_CONFIG) @@ -1781,53 +2104,28 @@ def do_setup(): try: with open(ipy, "r") as f: old = f.read() - except EnvironmentError: + except OSError: old = "" - if INIT_PY_SNIPPET not in old: + module = os.path.splitext(os.path.basename(cfg.versionfile_source))[0] + snippet = INIT_PY_SNIPPET.format(module) + if OLD_SNIPPET in old: + print(" replacing boilerplate in %s" % ipy) + with open(ipy, "w") as f: + f.write(old.replace(OLD_SNIPPET, snippet)) + elif snippet not in old: print(" appending to %s" % ipy) with open(ipy, "a") as f: - f.write(INIT_PY_SNIPPET) + f.write(snippet) else: print(" %s unmodified" % ipy) else: print(" %s doesn't exist, ok" % ipy) ipy = None - # Make sure both the top-level "versioneer.py" and versionfile_source - # (PKG/_version.py, used by runtime code) are in MANIFEST.in, so - # they'll be copied into source distributions. Pip won't be able to - # install the package without this. - manifest_in = os.path.join(root, "MANIFEST.in") - simple_includes = set() - try: - with open(manifest_in, "r") as f: - for line in f: - if line.startswith("include "): - for include in line.split()[1:]: - simple_includes.add(include) - except EnvironmentError: - pass - # That doesn't cover everything MANIFEST.in can do - # (http://docs.python.org/2/distutils/sourcedist.html#commands), so - # it might give some false negatives. Appending redundant 'include' - # lines is safe, though. - if "versioneer.py" not in simple_includes: - print(" appending 'versioneer.py' to MANIFEST.in") - with open(manifest_in, "a") as f: - f.write("include versioneer.py\n") - else: - print(" 'versioneer.py' already in MANIFEST.in") - if cfg.versionfile_source not in simple_includes: - print(" appending versionfile_source ('%s') to MANIFEST.in" % cfg.versionfile_source) - with open(manifest_in, "a") as f: - f.write("include %s\n" % cfg.versionfile_source) - else: - print(" versionfile_source already in MANIFEST.in") - # Make VCS-specific changes. For git, this means creating/changing # .gitattributes to mark _version.py for export-subst keyword # substitution. - do_vcs_install(manifest_in, cfg.versionfile_source, ipy) + do_vcs_install(cfg.versionfile_source, ipy) return 0 From 3669e4a524e758a0e4d7c098c4ca769c211dc000 Mon Sep 17 00:00:00 2001 From: YunLiu <55491388+KumoLiu@users.noreply.github.com> Date: Wed, 2 Nov 2022 10:08:40 +0800 Subject: [PATCH 34/34] Update monai/apps/pathology/transforms/post/array.py Co-authored-by: Behrooz Hashemian <3968947+drbeh@users.noreply.github.com> Signed-off-by: KumoLiu --- monai/apps/pathology/transforms/post/array.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py index 9ddbc08c3d..55ff531172 100644 --- a/monai/apps/pathology/transforms/post/array.py +++ b/monai/apps/pathology/transforms/post/array.py @@ -340,7 +340,7 @@ class GenerateSuccinctContour(Transform): Returns: the pixels that need to be joined by straight lines to describe the outmost pixels of the foreground similar to - OpenCV's cv.CHAIN_APPROX_SIMPLE (anti-clockwise) + OpenCV's cv.CHAIN_APPROX_SIMPLE (counterclockwise) """ def __init__(self, height: int, width: int) -> None: