From e119a5345f0d5b3c8e1ccd22dc24986a88057969 Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 16:43:16 +0100 Subject: [PATCH 01/64] Add functionality to copy from the instance mask to the label mask --- src/client/dcp_client/gui/napari_window.py | 37 ++++++++++++++++++++++ 1 file changed, 37 insertions(+) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index ecef6a8..355cb2b 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -8,6 +8,8 @@ from dcp_client.app import Application from dcp_client.utils import utils +from napari.qt import thread_worker +import numpy as np class NapariWindow(QWidget): '''Napari Window Widget object. @@ -31,6 +33,11 @@ def __init__(self, app: Application): for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=utils.get_path_stem(seg_file)) + layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] + + layer.mouse_drag_callbacks.append(self.copy_mask_callback) + layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + main_window = self.viewer.window._qt_window layout = QVBoxLayout() layout.addWidget(main_window) @@ -50,6 +57,35 @@ def __init__(self, app: Application): self.setLayout(layout) self.show() + def copy_mask_callback(self, layer, event): + + source_mask = layer.data + + if event.type == "mouse_press": + + c, event_x, event_y = event.position + c, event_x, event_y = int(c), int(np.round(event_x)), int(np.round(event_y)) + self.event_coords = (c, event_x, event_y) + + elif event.type == "set_data": + + if self.event_coords is not None: + c, event_x, event_y = self.event_coords + + if c == 0: + + # idx = np.ix_((range(event_x - 1, event_x + 2), range(event_y - 1, event_y + 2))) + labels, counts = np.unique(source_mask[0,event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) + labels = labels[labels > 0] + + idx = np.argmax(counts[labels > 0]) + + label = labels[idx] + + mask_fill = source_mask[0] == label + source_mask[1][mask_fill] = label + + def on_add_to_curated_button_clicked(self): ''' Defines what happens when the button is clicked. @@ -78,6 +114,7 @@ def on_add_to_curated_button_clicked(self): self.app.delete_images(self.app.seg_filepaths) # TODO Create the Archive folder for the rest? Or move them as well? + self.viewer.close() self.close() def on_add_to_inprogress_button_clicked(self): From 89aaf2e7b028ef85da724af86f3500e12c7f1c76 Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 16:50:36 +0100 Subject: [PATCH 02/64] Add functionality to delete from instance segmentatio mask --- src/client/dcp_client/gui/napari_window.py | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 355cb2b..d5ce018 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -74,16 +74,15 @@ def copy_mask_callback(self, layer, event): if c == 0: - # idx = np.ix_((range(event_x - 1, event_x + 2), range(event_y - 1, event_y + 2))) labels, counts = np.unique(source_mask[0,event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) - labels = labels[labels > 0] + + if labels.size > 0: - idx = np.argmax(counts[labels > 0]) + idx = np.argmax(counts) + label = labels[idx] - label = labels[idx] - - mask_fill = source_mask[0] == label - source_mask[1][mask_fill] = label + mask_fill = source_mask[0] == label + source_mask[1][mask_fill] = label def on_add_to_curated_button_clicked(self): From f5fa6627cdbc18564604540288152d3b0fc93803 Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 20:25:50 +0100 Subject: [PATCH 03/64] Add dropdown list and confirmation button --- src/client/dcp_client/gui/napari_window.py | 65 ++++++++++++++++------ 1 file changed, 49 insertions(+), 16 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index d5ce018..f5fce20 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -1,7 +1,8 @@ from __future__ import annotations from typing import List, TYPE_CHECKING -from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout +from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout, QComboBox, QLabel, QGridLayout +from PyQt5.QtCore import Qt import napari if TYPE_CHECKING: @@ -29,33 +30,58 @@ def __init__(self, app: Application): # Set the viewer self.viewer = napari.Viewer(show=False) + self.viewer.add_image(img, name=utils.get_path_stem(self.app.cur_selected_img)) + for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=utils.get_path_stem(seg_file)) layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] - layer.mouse_drag_callbacks.append(self.copy_mask_callback) - layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + self.changed = False main_window = self.viewer.window._qt_window - layout = QVBoxLayout() - layout.addWidget(main_window) + layout = QGridLayout() + layout.addWidget(main_window, 0, 0, 1, 4) + + # User hint + message_label = QLabel('Choose an active mask') + message_label.setAlignment(Qt.AlignRight) + layout.addWidget(message_label, 1, 0) - buttons_layout = QHBoxLayout() + # Drop list to choose which is an active mask + self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) + self.mask_choice_dropdown.addItem('Labels Mask', userData=1) + layout.addWidget(self.mask_choice_dropdown, 1, 1) + self.mask_choice_dropdown.currentIndexChanged.connect(self.on_mask_choice_changed) + + # when user has chosen the mask, we don't want to change it anymore to avoid errors + lock_button = QPushButton("Confirm Final Choice") + lock_button.clicked.connect(self.set_active_mask) + + layer.mouse_drag_callbacks.append(self.copy_mask_callback) + layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + + layout.addWidget(lock_button, 1, 2) add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') - buttons_layout.addWidget(add_to_inprogress_button) + layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) add_to_inprogress_button.clicked.connect(self.on_add_to_inprogress_button_clicked) add_to_curated_button = QPushButton('Move to \'Curated dataset\' folder') - buttons_layout.addWidget(add_to_curated_button) + layout.addWidget(add_to_curated_button, 2, 2, 1, 2) add_to_curated_button.clicked.connect(self.on_add_to_curated_button_clicked) - layout.addLayout(buttons_layout) - self.setLayout(layout) - self.show() + + # self.show() + def set_active_mask(self): + self.mask_choice_dropdown.setDisabled(True) + self.active_mask_index = self.mask_choice_dropdown.currentData() + + def on_mask_choice_changed(self, index): + self.active_mask_index = self.mask_choice_dropdown.itemData(index) def copy_mask_callback(self, layer, event): @@ -71,18 +97,25 @@ def copy_mask_callback(self, layer, event): if self.event_coords is not None: c, event_x, event_y = self.event_coords + + if c == self.active_mask_index: - if c == 0: - - labels, counts = np.unique(source_mask[0,event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) + labels, counts = np.unique(source_mask[c, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) if labels.size > 0: idx = np.argmax(counts) label = labels[idx] - mask_fill = source_mask[0] == label - source_mask[1][mask_fill] = label + mask_fill = source_mask[c] == label + source_mask[abs(c - 1)][mask_fill] = label + + self.changed = True + + else: + + mask_fill = source_mask[abs(c - 1)] == 0 + source_mask[c][mask_fill] = 0 def on_add_to_curated_button_clicked(self): From 8490549752e3e8918846ae2471e1ca951b655e4a Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 20:40:10 +0100 Subject: [PATCH 04/64] Set instance mask as the default and modify the interface for the option with only one mask --- src/client/dcp_client/gui/napari_window.py | 47 +++++++++++++--------- 1 file changed, 27 insertions(+), 20 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index f5fce20..7330e56 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -44,26 +44,33 @@ def __init__(self, app: Application): layout = QGridLayout() layout.addWidget(main_window, 0, 0, 1, 4) - # User hint - message_label = QLabel('Choose an active mask') - message_label.setAlignment(Qt.AlignRight) - layout.addWidget(message_label, 1, 0) - - # Drop list to choose which is an active mask - self.mask_choice_dropdown = QComboBox() - self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) - self.mask_choice_dropdown.addItem('Labels Mask', userData=1) - layout.addWidget(self.mask_choice_dropdown, 1, 1) - self.mask_choice_dropdown.currentIndexChanged.connect(self.on_mask_choice_changed) - - # when user has chosen the mask, we don't want to change it anymore to avoid errors - lock_button = QPushButton("Confirm Final Choice") - lock_button.clicked.connect(self.set_active_mask) - - layer.mouse_drag_callbacks.append(self.copy_mask_callback) - layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) - - layout.addWidget(lock_button, 1, 2) + # set first mask as active by default + self.active_mask_index = 0 + + if layer.data.shape[0] >= 2: + # User hint + message_label = QLabel('Choose an active mask') + message_label.setAlignment(Qt.AlignRight) + layout.addWidget(message_label, 1, 0) + + # Drop list to choose which is an active mask + + self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) + self.mask_choice_dropdown.addItem('Labels Mask', userData=1) + layout.addWidget(self.mask_choice_dropdown, 1, 1) + + + + # when user has chosen the mask, we don't want to change it anymore to avoid errors + lock_button = QPushButton("Confirm Final Choice") + lock_button.clicked.connect(self.set_active_mask) + + layout.addWidget(lock_button, 1, 2) + layer.mouse_drag_callbacks.append(self.copy_mask_callback) + layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + + add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) From e9de6a86300ab0589549d0a0604c0931f221ed2d Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 21:02:15 +0100 Subject: [PATCH 05/64] Lock fill bucket in active mask; lock erase and brush on other mask --- src/client/dcp_client/gui/napari_window.py | 88 ++++++++++++++++++---- 1 file changed, 74 insertions(+), 14 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 7330e56..e4c1df1 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -1,16 +1,30 @@ from __future__ import annotations from typing import List, TYPE_CHECKING +import numpy as np + from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout, QComboBox, QLabel, QGridLayout from PyQt5.QtCore import Qt import napari +from napari.qt import thread_worker +import numpy as np if TYPE_CHECKING: from dcp_client.app import Application from dcp_client.utils import utils -from napari.qt import thread_worker -import numpy as np + +widget_list = [ + 'ellipse_button', + 'line_button', + 'path_button', + 'polygon_button', + 'vertex_remove_button', + 'vertex_insert_button', + 'move_back_button', + 'move_front_button', + 'label_eraser', +] class NapariWindow(QWidget): '''Napari Window Widget object. @@ -29,38 +43,45 @@ def __init__(self, app: Application): self.app.search_segs() # Set the viewer + + # with thread_worker(): self.viewer = napari.Viewer(show=False) self.viewer.add_image(img, name=utils.get_path_stem(self.app.cur_selected_img)) - + for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=utils.get_path_stem(seg_file)) layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[layer] self.changed = False + self.event_coords = None main_window = self.viewer.window._qt_window + layout = QGridLayout() layout.addWidget(main_window, 0, 0, 1, 4) # set first mask as active by default self.active_mask_index = 0 + self.switch_to_active_mask() + if layer.data.shape[0] >= 2: # User hint message_label = QLabel('Choose an active mask') message_label.setAlignment(Qt.AlignRight) layout.addWidget(message_label, 1, 0) - + # Drop list to choose which is an active mask - + self.mask_choice_dropdown = QComboBox() self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) self.mask_choice_dropdown.addItem('Labels Mask', userData=1) layout.addWidget(self.mask_choice_dropdown, 1, 1) - + # when user has chosen the mask, we don't want to change it anymore to avoid errors lock_button = QPushButton("Confirm Final Choice") @@ -70,7 +91,6 @@ def __init__(self, app: Application): layer.mouse_drag_callbacks.append(self.copy_mask_callback) layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) - add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) @@ -82,40 +102,77 @@ def __init__(self, app: Application): self.setLayout(layout) - # self.show() + def switch_controls(self, target_widget, status: bool): + getattr(self.qctrl, target_widget).setEnabled(status) + + def switch_to_active_mask(self): + self.switch_controls("paint_button", True) + self.switch_controls("erase_button", True) + self.switch_controls("fill_button", False) + + def switch_to_non_active_mask(self): + self.switch_controls("paint_button", False) + self.switch_controls("erase_button", False) + self.switch_controls("fill_button", True) + def set_active_mask(self): self.mask_choice_dropdown.setDisabled(True) self.active_mask_index = self.mask_choice_dropdown.currentData() + if self.active_mask_index == 1: + self.switch_to_non_active_mask() - def on_mask_choice_changed(self, index): - self.active_mask_index = self.mask_choice_dropdown.itemData(index) def copy_mask_callback(self, layer, event): source_mask = layer.data - + if event.type == "mouse_press": c, event_x, event_y = event.position c, event_x, event_y = int(c), int(np.round(event_x)), int(np.round(event_y)) + + if source_mask[c, event_x, event_y] == 0: + self.new_pixel = True + else: + self.new_pixel = False + self.event_coords = (c, event_x, event_y) elif event.type == "set_data": + if self.viewer.dims.current_step[0] == self.active_mask_index: + self.switch_to_active_mask() + else: + self.switch_to_non_active_mask() + if self.event_coords is not None: + c, event_x, event_y = self.event_coords if c == self.active_mask_index: labels, counts = np.unique(source_mask[c, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) - - if labels.size > 0: + if labels.size > 0: + idx = np.argmax(counts) label = labels[idx] mask_fill = source_mask[c] == label - source_mask[abs(c - 1)][mask_fill] = label + + labels_seg, counts_seg = np.unique( + source_mask[abs(c - 1)][mask_fill], + return_counts=True + ) + idx_seg = np.argmax(counts_seg) + label_seg = labels_seg[idx_seg] + + if self.new_pixel or label == 0: + # print(label, label_seg) + source_mask[abs(c - 1)][mask_fill] = label + # else: + # print("nothing to expand") + # source_mask[abs(c - 1)][mask_fill] = label self.changed = True @@ -123,6 +180,7 @@ def copy_mask_callback(self, layer, event): mask_fill = source_mask[abs(c - 1)] == 0 source_mask[c][mask_fill] = 0 + def on_add_to_curated_button_clicked(self): @@ -141,6 +199,7 @@ def on_add_to_curated_button_clicked(self): message_text = "Please select the segmenation you wish to save from the layer list" utils.create_warning_box(message_text, message_title="Warning") return + seg = self.viewer.layers[cur_seg_selected].data # Move original image @@ -181,4 +240,5 @@ def on_add_to_inprogress_button_clicked(self): seg = self.viewer.layers[cur_seg_selected].data self.app.save_image(self.app.inprogr_data_path, cur_seg_selected+'.tiff', seg) + self.viewer.close() self.close() \ No newline at end of file From d4653df5baf037a16adb6537e2b35d82b1954a51 Mon Sep 17 00:00:00 2001 From: Mariia Date: Mon, 11 Dec 2023 23:00:45 +0100 Subject: [PATCH 06/64] Fix color change issue in labels, separate colors for intersecting objects --- src/client/dcp_client/gui/napari_window.py | 101 +++++++++++++++++---- 1 file changed, 83 insertions(+), 18 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index e4c1df1..b4a0ec0 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -9,6 +9,17 @@ from napari.qt import thread_worker import numpy as np +from skimage.filters import sobel +from skimage.morphology import diamond, disk, octagon +from skimage.segmentation import watershed +from skimage.feature import canny, peak_local_max + +from scipy import ndimage as ndi + +import cv2 + +from copy import deepcopy + if TYPE_CHECKING: from dcp_client.app import Application @@ -39,7 +50,7 @@ def __init__(self, app: Application): self.setWindowTitle("napari viewer") # Load image and get corresponding segmentation filenames - img = self.app.load_image() + self.img = self.app.load_image() self.app.search_segs() # Set the viewer @@ -47,16 +58,17 @@ def __init__(self, app: Application): # with thread_worker(): self.viewer = napari.Viewer(show=False) - self.viewer.add_image(img, name=utils.get_path_stem(self.app.cur_selected_img)) - + self.viewer.add_image(self.img, name=utils.get_path_stem(self.app.cur_selected_img)) + for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=utils.get_path_stem(seg_file)) - layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] - self.qctrl = self.viewer.window.qt_viewer.controls.widgets[layer] + self.layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] self.changed = False self.event_coords = None + self.active_mask_instance = None main_window = self.viewer.window._qt_window @@ -66,9 +78,15 @@ def __init__(self, app: Application): # set first mask as active by default self.active_mask_index = 0 + self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) + self.instances_updated = set() + + self.find_edges(use_prev=False) + self.prev_mask = self.layer.data[0] + self.switch_to_active_mask() - if layer.data.shape[0] >= 2: + if self.layer.data.shape[0] >= 2: # User hint message_label = QLabel('Choose an active mask') message_label.setAlignment(Qt.AlignRight) @@ -81,15 +99,13 @@ def __init__(self, app: Application): self.mask_choice_dropdown.addItem('Labels Mask', userData=1) layout.addWidget(self.mask_choice_dropdown, 1, 1) - - # when user has chosen the mask, we don't want to change it anymore to avoid errors lock_button = QPushButton("Confirm Final Choice") lock_button.clicked.connect(self.set_active_mask) layout.addWidget(lock_button, 1, 2) - layer.mouse_drag_callbacks.append(self.copy_mask_callback) - layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + self.layer.mouse_drag_callbacks.append(self.copy_mask_callback) + self.layer.events.set_data.connect(lambda event: self.copy_mask_callback(self.layer, event)) add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') @@ -106,22 +122,62 @@ def switch_controls(self, target_widget, status: bool): getattr(self.qctrl, target_widget).setEnabled(status) def switch_to_active_mask(self): + self.switch_controls("paint_button", True) self.switch_controls("erase_button", True) self.switch_controls("fill_button", False) + + self.active_mask = True def switch_to_non_active_mask(self): + + self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) + self.switch_controls("paint_button", False) self.switch_controls("erase_button", False) self.switch_controls("fill_button", True) + self.active_mask = False + def set_active_mask(self): self.mask_choice_dropdown.setDisabled(True) self.active_mask_index = self.mask_choice_dropdown.currentData() + self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) + self.prev_mask = self.layer.data[self.active_mask] if self.active_mask_index == 1: self.switch_to_non_active_mask() + def find_edges(self, idx=None, use_prev=False): + + if idx is not None and not isinstance(idx, list): + idx = [idx] + + source_mask = self.layer.data[self.active_mask_index] + instances = np.unique(source_mask)[1:] + edges = np.zeros_like(source_mask).astype(int) + + kernel = np.ones((5, 5)) + + if len(instances): + for c in instances: + if idx is None or c in idx: + + mask_instance = (source_mask == c).astype(np.uint8) + mask_diff = mask_instance + + edge_mask = 255 * (canny(255 * (mask_diff)) > 0).astype(np.uint8) + edge_mask = cv2.morphologyEx( + edge_mask, + cv2.MORPH_CLOSE, + kernel, + ) + edges = edges + edge_mask + + edges = edges > 0 + + self.layer.data = self.layer.data * np.invert(edges).astype(np.uint8) + def copy_mask_callback(self, layer, event): source_mask = layer.data @@ -138,7 +194,11 @@ def copy_mask_callback(self, layer, event): self.event_coords = (c, event_x, event_y) + + elif event.type == "set_data": + + active_mask_current = self.active_mask if self.viewer.dims.current_step[0] == self.active_mask_index: self.switch_to_active_mask() @@ -160,6 +220,9 @@ def copy_mask_callback(self, layer, event): mask_fill = source_mask[c] == label + self.changed = True + self.instances_updated.add(label) + labels_seg, counts_seg = np.unique( source_mask[abs(c - 1)][mask_fill], return_counts=True @@ -167,20 +230,22 @@ def copy_mask_callback(self, layer, event): idx_seg = np.argmax(counts_seg) label_seg = labels_seg[idx_seg] - if self.new_pixel or label == 0: - # print(label, label_seg) + if not label in self.instances: source_mask[abs(c - 1)][mask_fill] = label - # else: - # print("nothing to expand") - # source_mask[abs(c - 1)][mask_fill] = label + else: + source_mask[abs(c - 1)][mask_fill] = label_seg - self.changed = True + self.instances.add(label) - else: + if (active_mask_current) and (not self.active_mask): + + self.instances_updated = set() + self.prev_mask = source_mask + else: + mask_fill = source_mask[abs(c - 1)] == 0 source_mask[c][mask_fill] = 0 - def on_add_to_curated_button_clicked(self): From 24e2b57a7a3bf5b0470c15e9e7db9bd8a7059014 Mon Sep 17 00:00:00 2001 From: Mariia Date: Tue, 12 Dec 2023 13:55:56 +0100 Subject: [PATCH 07/64] Add comments --- src/client/dcp_client/gui/napari_window.py | 43 +++++++++++++--------- 1 file changed, 26 insertions(+), 17 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index b4a0ec0..1087a6e 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -78,11 +78,14 @@ def __init__(self, app: Application): # set first mask as active by default self.active_mask_index = 0 + # unique labels self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) - self.instances_updated = set() + # for copying contours + # self.instances_updated = set() + # For each instance find the contours and set the color of it to 0 to be invisible self.find_edges(use_prev=False) - self.prev_mask = self.layer.data[0] + # self.prev_mask = self.layer.data[0] self.switch_to_active_mask() @@ -147,26 +150,28 @@ def set_active_mask(self): if self.active_mask_index == 1: self.switch_to_non_active_mask() - def find_edges(self, idx=None, use_prev=False): - + def find_edges(self, idx=None): + ''' + idx - indices of the specific labels from which to get contour + ''' if idx is not None and not isinstance(idx, list): idx = [idx] - source_mask = self.layer.data[self.active_mask_index] + active_mask = self.layer.data[self.active_mask_index] - instances = np.unique(source_mask)[1:] - edges = np.zeros_like(source_mask).astype(int) + instances = np.unique(active_mask)[1:] + edges = np.zeros_like(active_mask).astype(int) + # to merge the discontinuous contours kernel = np.ones((5, 5)) if len(instances): - for c in instances: - if idx is None or c in idx: + for i in instances: + if idx is None or i in idx: - mask_instance = (source_mask == c).astype(np.uint8) - mask_diff = mask_instance + mask_instance = (active_mask == i).astype(np.uint8) - edge_mask = 255 * (canny(255 * (mask_diff)) > 0).astype(np.uint8) + edge_mask = 255 * (canny(255 * (mask_instance)) > 0).astype(np.uint8) edge_mask = cv2.morphologyEx( edge_mask, cv2.MORPH_CLOSE, @@ -174,8 +179,9 @@ def find_edges(self, idx=None, use_prev=False): ) edges = edges + edge_mask + # if masks are intersecting then we want to count it only once edges = edges > 0 - + # cut the contours self.layer.data = self.layer.data * np.invert(edges).astype(np.uint8) def copy_mask_callback(self, layer, event): @@ -220,9 +226,10 @@ def copy_mask_callback(self, layer, event): mask_fill = source_mask[c] == label - self.changed = True + # self.changed = True self.instances_updated.add(label) + # Find the color of the label mask at the given point labels_seg, counts_seg = np.unique( source_mask[abs(c - 1)][mask_fill], return_counts=True @@ -230,6 +237,8 @@ def copy_mask_callback(self, layer, event): idx_seg = np.argmax(counts_seg) label_seg = labels_seg[idx_seg] + # If a new color is used, then it is copied to a label mask + # Otherwise, we copy the existing color from the label mask if not label in self.instances: source_mask[abs(c - 1)][mask_fill] = label else: @@ -237,10 +246,10 @@ def copy_mask_callback(self, layer, event): self.instances.add(label) - if (active_mask_current) and (not self.active_mask): + # if (active_mask_current) and (not self.active_mask): - self.instances_updated = set() - self.prev_mask = source_mask + # self.instances_updated = set() + # self.prev_mask = source_mask else: From 5b9b388e320e0a269f9b2b34cc411183029911a4 Mon Sep 17 00:00:00 2001 From: Mariia Date: Tue, 12 Dec 2023 21:59:28 +0100 Subject: [PATCH 08/64] Lock the confirmation Button; Delete redundant lines --- src/client/dcp_client/gui/napari_window.py | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 1087a6e..ffc75b0 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -81,10 +81,10 @@ def __init__(self, app: Application): # unique labels self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) # for copying contours - # self.instances_updated = set() + self.instances_updated = set() # For each instance find the contours and set the color of it to 0 to be invisible - self.find_edges(use_prev=False) + self.find_edges() # self.prev_mask = self.layer.data[0] self.switch_to_active_mask() @@ -98,12 +98,14 @@ def __init__(self, app: Application): # Drop list to choose which is an active mask self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.setEnabled(False) self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) self.mask_choice_dropdown.addItem('Labels Mask', userData=1) layout.addWidget(self.mask_choice_dropdown, 1, 1) # when user has chosen the mask, we don't want to change it anymore to avoid errors lock_button = QPushButton("Confirm Final Choice") + lock_button.setEnabled(False) lock_button.clicked.connect(self.set_active_mask) layout.addWidget(lock_button, 1, 2) @@ -227,7 +229,7 @@ def copy_mask_callback(self, layer, event): mask_fill = source_mask[c] == label # self.changed = True - self.instances_updated.add(label) + # self.instances_updated.add(label) # Find the color of the label mask at the given point labels_seg, counts_seg = np.unique( @@ -239,17 +241,21 @@ def copy_mask_callback(self, layer, event): # If a new color is used, then it is copied to a label mask # Otherwise, we copy the existing color from the label mask + + # print(self.instances) + # print(label) + if not label in self.instances: source_mask[abs(c - 1)][mask_fill] = label else: source_mask[abs(c - 1)][mask_fill] = label_seg - self.instances.add(label) + # self.instances.add(label) # if (active_mask_current) and (not self.active_mask): # self.instances_updated = set() - # self.prev_mask = source_mask + # self.prev_mask = source_mask else: From 3f0634e3318941cd73ed4e86ad8948a137ca788a Mon Sep 17 00:00:00 2001 From: Mariia Date: Tue, 12 Dec 2023 22:07:23 +0100 Subject: [PATCH 09/64] Delete print lines --- src/client/dcp_client/gui/napari_window.py | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index ffc75b0..eb88dfe 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -242,21 +242,11 @@ def copy_mask_callback(self, layer, event): # If a new color is used, then it is copied to a label mask # Otherwise, we copy the existing color from the label mask - # print(self.instances) - # print(label) - if not label in self.instances: source_mask[abs(c - 1)][mask_fill] = label else: source_mask[abs(c - 1)][mask_fill] = label_seg - # self.instances.add(label) - - # if (active_mask_current) and (not self.active_mask): - - # self.instances_updated = set() - # self.prev_mask = source_mask - else: mask_fill = source_mask[abs(c - 1)] == 0 From 98f4a0c98e87353fee87d159d9e1452506eed493 Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 16:43:16 +0100 Subject: [PATCH 10/64] Add functionality to copy from the instance mask to the label mask --- src/client/dcp_client/gui/napari_window.py | 37 ++++++++++++++++++++++ 1 file changed, 37 insertions(+) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index ecef6a8..355cb2b 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -8,6 +8,8 @@ from dcp_client.app import Application from dcp_client.utils import utils +from napari.qt import thread_worker +import numpy as np class NapariWindow(QWidget): '''Napari Window Widget object. @@ -31,6 +33,11 @@ def __init__(self, app: Application): for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=utils.get_path_stem(seg_file)) + layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] + + layer.mouse_drag_callbacks.append(self.copy_mask_callback) + layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + main_window = self.viewer.window._qt_window layout = QVBoxLayout() layout.addWidget(main_window) @@ -50,6 +57,35 @@ def __init__(self, app: Application): self.setLayout(layout) self.show() + def copy_mask_callback(self, layer, event): + + source_mask = layer.data + + if event.type == "mouse_press": + + c, event_x, event_y = event.position + c, event_x, event_y = int(c), int(np.round(event_x)), int(np.round(event_y)) + self.event_coords = (c, event_x, event_y) + + elif event.type == "set_data": + + if self.event_coords is not None: + c, event_x, event_y = self.event_coords + + if c == 0: + + # idx = np.ix_((range(event_x - 1, event_x + 2), range(event_y - 1, event_y + 2))) + labels, counts = np.unique(source_mask[0,event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) + labels = labels[labels > 0] + + idx = np.argmax(counts[labels > 0]) + + label = labels[idx] + + mask_fill = source_mask[0] == label + source_mask[1][mask_fill] = label + + def on_add_to_curated_button_clicked(self): ''' Defines what happens when the button is clicked. @@ -78,6 +114,7 @@ def on_add_to_curated_button_clicked(self): self.app.delete_images(self.app.seg_filepaths) # TODO Create the Archive folder for the rest? Or move them as well? + self.viewer.close() self.close() def on_add_to_inprogress_button_clicked(self): From 548b915ae8d519e2a7954b2f75055364879d1b00 Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 16:50:36 +0100 Subject: [PATCH 11/64] Add functionality to delete from instance segmentatio mask --- src/client/dcp_client/gui/napari_window.py | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 355cb2b..d5ce018 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -74,16 +74,15 @@ def copy_mask_callback(self, layer, event): if c == 0: - # idx = np.ix_((range(event_x - 1, event_x + 2), range(event_y - 1, event_y + 2))) labels, counts = np.unique(source_mask[0,event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) - labels = labels[labels > 0] + + if labels.size > 0: - idx = np.argmax(counts[labels > 0]) + idx = np.argmax(counts) + label = labels[idx] - label = labels[idx] - - mask_fill = source_mask[0] == label - source_mask[1][mask_fill] = label + mask_fill = source_mask[0] == label + source_mask[1][mask_fill] = label def on_add_to_curated_button_clicked(self): From f1b8f60fbe36cd29e05ff0daea42cf76c858949d Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 20:25:50 +0100 Subject: [PATCH 12/64] Add dropdown list and confirmation button --- src/client/dcp_client/gui/napari_window.py | 65 ++++++++++++++++------ 1 file changed, 49 insertions(+), 16 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index d5ce018..f5fce20 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -1,7 +1,8 @@ from __future__ import annotations from typing import List, TYPE_CHECKING -from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout +from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout, QComboBox, QLabel, QGridLayout +from PyQt5.QtCore import Qt import napari if TYPE_CHECKING: @@ -29,33 +30,58 @@ def __init__(self, app: Application): # Set the viewer self.viewer = napari.Viewer(show=False) + self.viewer.add_image(img, name=utils.get_path_stem(self.app.cur_selected_img)) + for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=utils.get_path_stem(seg_file)) layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] - layer.mouse_drag_callbacks.append(self.copy_mask_callback) - layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + self.changed = False main_window = self.viewer.window._qt_window - layout = QVBoxLayout() - layout.addWidget(main_window) + layout = QGridLayout() + layout.addWidget(main_window, 0, 0, 1, 4) + + # User hint + message_label = QLabel('Choose an active mask') + message_label.setAlignment(Qt.AlignRight) + layout.addWidget(message_label, 1, 0) - buttons_layout = QHBoxLayout() + # Drop list to choose which is an active mask + self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) + self.mask_choice_dropdown.addItem('Labels Mask', userData=1) + layout.addWidget(self.mask_choice_dropdown, 1, 1) + self.mask_choice_dropdown.currentIndexChanged.connect(self.on_mask_choice_changed) + + # when user has chosen the mask, we don't want to change it anymore to avoid errors + lock_button = QPushButton("Confirm Final Choice") + lock_button.clicked.connect(self.set_active_mask) + + layer.mouse_drag_callbacks.append(self.copy_mask_callback) + layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + + layout.addWidget(lock_button, 1, 2) add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') - buttons_layout.addWidget(add_to_inprogress_button) + layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) add_to_inprogress_button.clicked.connect(self.on_add_to_inprogress_button_clicked) add_to_curated_button = QPushButton('Move to \'Curated dataset\' folder') - buttons_layout.addWidget(add_to_curated_button) + layout.addWidget(add_to_curated_button, 2, 2, 1, 2) add_to_curated_button.clicked.connect(self.on_add_to_curated_button_clicked) - layout.addLayout(buttons_layout) - self.setLayout(layout) - self.show() + + # self.show() + def set_active_mask(self): + self.mask_choice_dropdown.setDisabled(True) + self.active_mask_index = self.mask_choice_dropdown.currentData() + + def on_mask_choice_changed(self, index): + self.active_mask_index = self.mask_choice_dropdown.itemData(index) def copy_mask_callback(self, layer, event): @@ -71,18 +97,25 @@ def copy_mask_callback(self, layer, event): if self.event_coords is not None: c, event_x, event_y = self.event_coords + + if c == self.active_mask_index: - if c == 0: - - labels, counts = np.unique(source_mask[0,event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) + labels, counts = np.unique(source_mask[c, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) if labels.size > 0: idx = np.argmax(counts) label = labels[idx] - mask_fill = source_mask[0] == label - source_mask[1][mask_fill] = label + mask_fill = source_mask[c] == label + source_mask[abs(c - 1)][mask_fill] = label + + self.changed = True + + else: + + mask_fill = source_mask[abs(c - 1)] == 0 + source_mask[c][mask_fill] = 0 def on_add_to_curated_button_clicked(self): From 385d5f56197cbafb84b66f7a599d06d3866eba25 Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 20:40:10 +0100 Subject: [PATCH 13/64] Set instance mask as the default and modify the interface for the option with only one mask --- src/client/dcp_client/gui/napari_window.py | 47 +++++++++++++--------- 1 file changed, 27 insertions(+), 20 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index f5fce20..7330e56 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -44,26 +44,33 @@ def __init__(self, app: Application): layout = QGridLayout() layout.addWidget(main_window, 0, 0, 1, 4) - # User hint - message_label = QLabel('Choose an active mask') - message_label.setAlignment(Qt.AlignRight) - layout.addWidget(message_label, 1, 0) - - # Drop list to choose which is an active mask - self.mask_choice_dropdown = QComboBox() - self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) - self.mask_choice_dropdown.addItem('Labels Mask', userData=1) - layout.addWidget(self.mask_choice_dropdown, 1, 1) - self.mask_choice_dropdown.currentIndexChanged.connect(self.on_mask_choice_changed) - - # when user has chosen the mask, we don't want to change it anymore to avoid errors - lock_button = QPushButton("Confirm Final Choice") - lock_button.clicked.connect(self.set_active_mask) - - layer.mouse_drag_callbacks.append(self.copy_mask_callback) - layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) - - layout.addWidget(lock_button, 1, 2) + # set first mask as active by default + self.active_mask_index = 0 + + if layer.data.shape[0] >= 2: + # User hint + message_label = QLabel('Choose an active mask') + message_label.setAlignment(Qt.AlignRight) + layout.addWidget(message_label, 1, 0) + + # Drop list to choose which is an active mask + + self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) + self.mask_choice_dropdown.addItem('Labels Mask', userData=1) + layout.addWidget(self.mask_choice_dropdown, 1, 1) + + + + # when user has chosen the mask, we don't want to change it anymore to avoid errors + lock_button = QPushButton("Confirm Final Choice") + lock_button.clicked.connect(self.set_active_mask) + + layout.addWidget(lock_button, 1, 2) + layer.mouse_drag_callbacks.append(self.copy_mask_callback) + layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + + add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) From 4b4bcac89650bd8ecba6f912eb25cc9651091acb Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 7 Dec 2023 21:02:15 +0100 Subject: [PATCH 14/64] Lock fill bucket in active mask; lock erase and brush on other mask --- src/client/dcp_client/gui/napari_window.py | 88 ++++++++++++++++++---- 1 file changed, 74 insertions(+), 14 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 7330e56..e4c1df1 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -1,16 +1,30 @@ from __future__ import annotations from typing import List, TYPE_CHECKING +import numpy as np + from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout, QComboBox, QLabel, QGridLayout from PyQt5.QtCore import Qt import napari +from napari.qt import thread_worker +import numpy as np if TYPE_CHECKING: from dcp_client.app import Application from dcp_client.utils import utils -from napari.qt import thread_worker -import numpy as np + +widget_list = [ + 'ellipse_button', + 'line_button', + 'path_button', + 'polygon_button', + 'vertex_remove_button', + 'vertex_insert_button', + 'move_back_button', + 'move_front_button', + 'label_eraser', +] class NapariWindow(QWidget): '''Napari Window Widget object. @@ -29,38 +43,45 @@ def __init__(self, app: Application): self.app.search_segs() # Set the viewer + + # with thread_worker(): self.viewer = napari.Viewer(show=False) self.viewer.add_image(img, name=utils.get_path_stem(self.app.cur_selected_img)) - + for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=utils.get_path_stem(seg_file)) layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[layer] self.changed = False + self.event_coords = None main_window = self.viewer.window._qt_window + layout = QGridLayout() layout.addWidget(main_window, 0, 0, 1, 4) # set first mask as active by default self.active_mask_index = 0 + self.switch_to_active_mask() + if layer.data.shape[0] >= 2: # User hint message_label = QLabel('Choose an active mask') message_label.setAlignment(Qt.AlignRight) layout.addWidget(message_label, 1, 0) - + # Drop list to choose which is an active mask - + self.mask_choice_dropdown = QComboBox() self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) self.mask_choice_dropdown.addItem('Labels Mask', userData=1) layout.addWidget(self.mask_choice_dropdown, 1, 1) - + # when user has chosen the mask, we don't want to change it anymore to avoid errors lock_button = QPushButton("Confirm Final Choice") @@ -70,7 +91,6 @@ def __init__(self, app: Application): layer.mouse_drag_callbacks.append(self.copy_mask_callback) layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) - add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) @@ -82,40 +102,77 @@ def __init__(self, app: Application): self.setLayout(layout) - # self.show() + def switch_controls(self, target_widget, status: bool): + getattr(self.qctrl, target_widget).setEnabled(status) + + def switch_to_active_mask(self): + self.switch_controls("paint_button", True) + self.switch_controls("erase_button", True) + self.switch_controls("fill_button", False) + + def switch_to_non_active_mask(self): + self.switch_controls("paint_button", False) + self.switch_controls("erase_button", False) + self.switch_controls("fill_button", True) + def set_active_mask(self): self.mask_choice_dropdown.setDisabled(True) self.active_mask_index = self.mask_choice_dropdown.currentData() + if self.active_mask_index == 1: + self.switch_to_non_active_mask() - def on_mask_choice_changed(self, index): - self.active_mask_index = self.mask_choice_dropdown.itemData(index) def copy_mask_callback(self, layer, event): source_mask = layer.data - + if event.type == "mouse_press": c, event_x, event_y = event.position c, event_x, event_y = int(c), int(np.round(event_x)), int(np.round(event_y)) + + if source_mask[c, event_x, event_y] == 0: + self.new_pixel = True + else: + self.new_pixel = False + self.event_coords = (c, event_x, event_y) elif event.type == "set_data": + if self.viewer.dims.current_step[0] == self.active_mask_index: + self.switch_to_active_mask() + else: + self.switch_to_non_active_mask() + if self.event_coords is not None: + c, event_x, event_y = self.event_coords if c == self.active_mask_index: labels, counts = np.unique(source_mask[c, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) - - if labels.size > 0: + if labels.size > 0: + idx = np.argmax(counts) label = labels[idx] mask_fill = source_mask[c] == label - source_mask[abs(c - 1)][mask_fill] = label + + labels_seg, counts_seg = np.unique( + source_mask[abs(c - 1)][mask_fill], + return_counts=True + ) + idx_seg = np.argmax(counts_seg) + label_seg = labels_seg[idx_seg] + + if self.new_pixel or label == 0: + # print(label, label_seg) + source_mask[abs(c - 1)][mask_fill] = label + # else: + # print("nothing to expand") + # source_mask[abs(c - 1)][mask_fill] = label self.changed = True @@ -123,6 +180,7 @@ def copy_mask_callback(self, layer, event): mask_fill = source_mask[abs(c - 1)] == 0 source_mask[c][mask_fill] = 0 + def on_add_to_curated_button_clicked(self): @@ -141,6 +199,7 @@ def on_add_to_curated_button_clicked(self): message_text = "Please select the segmenation you wish to save from the layer list" utils.create_warning_box(message_text, message_title="Warning") return + seg = self.viewer.layers[cur_seg_selected].data # Move original image @@ -181,4 +240,5 @@ def on_add_to_inprogress_button_clicked(self): seg = self.viewer.layers[cur_seg_selected].data self.app.save_image(self.app.inprogr_data_path, cur_seg_selected+'.tiff', seg) + self.viewer.close() self.close() \ No newline at end of file From 06e00af223acb1f7a3b673433594f08d6b2dcd28 Mon Sep 17 00:00:00 2001 From: Mariia Date: Mon, 11 Dec 2023 23:00:45 +0100 Subject: [PATCH 15/64] Fix color change issue in labels, separate colors for intersecting objects --- src/client/dcp_client/gui/napari_window.py | 101 +++++++++++++++++---- 1 file changed, 83 insertions(+), 18 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index e4c1df1..b4a0ec0 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -9,6 +9,17 @@ from napari.qt import thread_worker import numpy as np +from skimage.filters import sobel +from skimage.morphology import diamond, disk, octagon +from skimage.segmentation import watershed +from skimage.feature import canny, peak_local_max + +from scipy import ndimage as ndi + +import cv2 + +from copy import deepcopy + if TYPE_CHECKING: from dcp_client.app import Application @@ -39,7 +50,7 @@ def __init__(self, app: Application): self.setWindowTitle("napari viewer") # Load image and get corresponding segmentation filenames - img = self.app.load_image() + self.img = self.app.load_image() self.app.search_segs() # Set the viewer @@ -47,16 +58,17 @@ def __init__(self, app: Application): # with thread_worker(): self.viewer = napari.Viewer(show=False) - self.viewer.add_image(img, name=utils.get_path_stem(self.app.cur_selected_img)) - + self.viewer.add_image(self.img, name=utils.get_path_stem(self.app.cur_selected_img)) + for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=utils.get_path_stem(seg_file)) - layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] - self.qctrl = self.viewer.window.qt_viewer.controls.widgets[layer] + self.layer = self.viewer.layers[utils.get_path_stem(self.app.seg_filepaths[0])] + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] self.changed = False self.event_coords = None + self.active_mask_instance = None main_window = self.viewer.window._qt_window @@ -66,9 +78,15 @@ def __init__(self, app: Application): # set first mask as active by default self.active_mask_index = 0 + self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) + self.instances_updated = set() + + self.find_edges(use_prev=False) + self.prev_mask = self.layer.data[0] + self.switch_to_active_mask() - if layer.data.shape[0] >= 2: + if self.layer.data.shape[0] >= 2: # User hint message_label = QLabel('Choose an active mask') message_label.setAlignment(Qt.AlignRight) @@ -81,15 +99,13 @@ def __init__(self, app: Application): self.mask_choice_dropdown.addItem('Labels Mask', userData=1) layout.addWidget(self.mask_choice_dropdown, 1, 1) - - # when user has chosen the mask, we don't want to change it anymore to avoid errors lock_button = QPushButton("Confirm Final Choice") lock_button.clicked.connect(self.set_active_mask) layout.addWidget(lock_button, 1, 2) - layer.mouse_drag_callbacks.append(self.copy_mask_callback) - layer.events.set_data.connect(lambda event: self.copy_mask_callback(layer, event)) + self.layer.mouse_drag_callbacks.append(self.copy_mask_callback) + self.layer.events.set_data.connect(lambda event: self.copy_mask_callback(self.layer, event)) add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') @@ -106,22 +122,62 @@ def switch_controls(self, target_widget, status: bool): getattr(self.qctrl, target_widget).setEnabled(status) def switch_to_active_mask(self): + self.switch_controls("paint_button", True) self.switch_controls("erase_button", True) self.switch_controls("fill_button", False) + + self.active_mask = True def switch_to_non_active_mask(self): + + self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) + self.switch_controls("paint_button", False) self.switch_controls("erase_button", False) self.switch_controls("fill_button", True) + self.active_mask = False + def set_active_mask(self): self.mask_choice_dropdown.setDisabled(True) self.active_mask_index = self.mask_choice_dropdown.currentData() + self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) + self.prev_mask = self.layer.data[self.active_mask] if self.active_mask_index == 1: self.switch_to_non_active_mask() + def find_edges(self, idx=None, use_prev=False): + + if idx is not None and not isinstance(idx, list): + idx = [idx] + + source_mask = self.layer.data[self.active_mask_index] + instances = np.unique(source_mask)[1:] + edges = np.zeros_like(source_mask).astype(int) + + kernel = np.ones((5, 5)) + + if len(instances): + for c in instances: + if idx is None or c in idx: + + mask_instance = (source_mask == c).astype(np.uint8) + mask_diff = mask_instance + + edge_mask = 255 * (canny(255 * (mask_diff)) > 0).astype(np.uint8) + edge_mask = cv2.morphologyEx( + edge_mask, + cv2.MORPH_CLOSE, + kernel, + ) + edges = edges + edge_mask + + edges = edges > 0 + + self.layer.data = self.layer.data * np.invert(edges).astype(np.uint8) + def copy_mask_callback(self, layer, event): source_mask = layer.data @@ -138,7 +194,11 @@ def copy_mask_callback(self, layer, event): self.event_coords = (c, event_x, event_y) + + elif event.type == "set_data": + + active_mask_current = self.active_mask if self.viewer.dims.current_step[0] == self.active_mask_index: self.switch_to_active_mask() @@ -160,6 +220,9 @@ def copy_mask_callback(self, layer, event): mask_fill = source_mask[c] == label + self.changed = True + self.instances_updated.add(label) + labels_seg, counts_seg = np.unique( source_mask[abs(c - 1)][mask_fill], return_counts=True @@ -167,20 +230,22 @@ def copy_mask_callback(self, layer, event): idx_seg = np.argmax(counts_seg) label_seg = labels_seg[idx_seg] - if self.new_pixel or label == 0: - # print(label, label_seg) + if not label in self.instances: source_mask[abs(c - 1)][mask_fill] = label - # else: - # print("nothing to expand") - # source_mask[abs(c - 1)][mask_fill] = label + else: + source_mask[abs(c - 1)][mask_fill] = label_seg - self.changed = True + self.instances.add(label) - else: + if (active_mask_current) and (not self.active_mask): + + self.instances_updated = set() + self.prev_mask = source_mask + else: + mask_fill = source_mask[abs(c - 1)] == 0 source_mask[c][mask_fill] = 0 - def on_add_to_curated_button_clicked(self): From 8c680a824aea9e3319ff6c60caaa54475f59f412 Mon Sep 17 00:00:00 2001 From: Mariia Date: Tue, 12 Dec 2023 13:55:56 +0100 Subject: [PATCH 16/64] Add comments --- src/client/dcp_client/gui/napari_window.py | 43 +++++++++++++--------- 1 file changed, 26 insertions(+), 17 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index b4a0ec0..1087a6e 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -78,11 +78,14 @@ def __init__(self, app: Application): # set first mask as active by default self.active_mask_index = 0 + # unique labels self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) - self.instances_updated = set() + # for copying contours + # self.instances_updated = set() + # For each instance find the contours and set the color of it to 0 to be invisible self.find_edges(use_prev=False) - self.prev_mask = self.layer.data[0] + # self.prev_mask = self.layer.data[0] self.switch_to_active_mask() @@ -147,26 +150,28 @@ def set_active_mask(self): if self.active_mask_index == 1: self.switch_to_non_active_mask() - def find_edges(self, idx=None, use_prev=False): - + def find_edges(self, idx=None): + ''' + idx - indices of the specific labels from which to get contour + ''' if idx is not None and not isinstance(idx, list): idx = [idx] - source_mask = self.layer.data[self.active_mask_index] + active_mask = self.layer.data[self.active_mask_index] - instances = np.unique(source_mask)[1:] - edges = np.zeros_like(source_mask).astype(int) + instances = np.unique(active_mask)[1:] + edges = np.zeros_like(active_mask).astype(int) + # to merge the discontinuous contours kernel = np.ones((5, 5)) if len(instances): - for c in instances: - if idx is None or c in idx: + for i in instances: + if idx is None or i in idx: - mask_instance = (source_mask == c).astype(np.uint8) - mask_diff = mask_instance + mask_instance = (active_mask == i).astype(np.uint8) - edge_mask = 255 * (canny(255 * (mask_diff)) > 0).astype(np.uint8) + edge_mask = 255 * (canny(255 * (mask_instance)) > 0).astype(np.uint8) edge_mask = cv2.morphologyEx( edge_mask, cv2.MORPH_CLOSE, @@ -174,8 +179,9 @@ def find_edges(self, idx=None, use_prev=False): ) edges = edges + edge_mask + # if masks are intersecting then we want to count it only once edges = edges > 0 - + # cut the contours self.layer.data = self.layer.data * np.invert(edges).astype(np.uint8) def copy_mask_callback(self, layer, event): @@ -220,9 +226,10 @@ def copy_mask_callback(self, layer, event): mask_fill = source_mask[c] == label - self.changed = True + # self.changed = True self.instances_updated.add(label) + # Find the color of the label mask at the given point labels_seg, counts_seg = np.unique( source_mask[abs(c - 1)][mask_fill], return_counts=True @@ -230,6 +237,8 @@ def copy_mask_callback(self, layer, event): idx_seg = np.argmax(counts_seg) label_seg = labels_seg[idx_seg] + # If a new color is used, then it is copied to a label mask + # Otherwise, we copy the existing color from the label mask if not label in self.instances: source_mask[abs(c - 1)][mask_fill] = label else: @@ -237,10 +246,10 @@ def copy_mask_callback(self, layer, event): self.instances.add(label) - if (active_mask_current) and (not self.active_mask): + # if (active_mask_current) and (not self.active_mask): - self.instances_updated = set() - self.prev_mask = source_mask + # self.instances_updated = set() + # self.prev_mask = source_mask else: From aab134bf07e8bf5a8f0baa66d5d64985019f239a Mon Sep 17 00:00:00 2001 From: Mariia Date: Tue, 12 Dec 2023 21:59:28 +0100 Subject: [PATCH 17/64] Lock the confirmation Button; Delete redundant lines --- src/client/dcp_client/gui/napari_window.py | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 1087a6e..ffc75b0 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -81,10 +81,10 @@ def __init__(self, app: Application): # unique labels self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) # for copying contours - # self.instances_updated = set() + self.instances_updated = set() # For each instance find the contours and set the color of it to 0 to be invisible - self.find_edges(use_prev=False) + self.find_edges() # self.prev_mask = self.layer.data[0] self.switch_to_active_mask() @@ -98,12 +98,14 @@ def __init__(self, app: Application): # Drop list to choose which is an active mask self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.setEnabled(False) self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) self.mask_choice_dropdown.addItem('Labels Mask', userData=1) layout.addWidget(self.mask_choice_dropdown, 1, 1) # when user has chosen the mask, we don't want to change it anymore to avoid errors lock_button = QPushButton("Confirm Final Choice") + lock_button.setEnabled(False) lock_button.clicked.connect(self.set_active_mask) layout.addWidget(lock_button, 1, 2) @@ -227,7 +229,7 @@ def copy_mask_callback(self, layer, event): mask_fill = source_mask[c] == label # self.changed = True - self.instances_updated.add(label) + # self.instances_updated.add(label) # Find the color of the label mask at the given point labels_seg, counts_seg = np.unique( @@ -239,17 +241,21 @@ def copy_mask_callback(self, layer, event): # If a new color is used, then it is copied to a label mask # Otherwise, we copy the existing color from the label mask + + # print(self.instances) + # print(label) + if not label in self.instances: source_mask[abs(c - 1)][mask_fill] = label else: source_mask[abs(c - 1)][mask_fill] = label_seg - self.instances.add(label) + # self.instances.add(label) # if (active_mask_current) and (not self.active_mask): # self.instances_updated = set() - # self.prev_mask = source_mask + # self.prev_mask = source_mask else: From a049960bc7df976ca96e14786d6f6be0128b748c Mon Sep 17 00:00:00 2001 From: Mariia Date: Tue, 12 Dec 2023 22:07:23 +0100 Subject: [PATCH 18/64] Delete print lines --- src/client/dcp_client/gui/napari_window.py | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index ffc75b0..eb88dfe 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -242,21 +242,11 @@ def copy_mask_callback(self, layer, event): # If a new color is used, then it is copied to a label mask # Otherwise, we copy the existing color from the label mask - # print(self.instances) - # print(label) - if not label in self.instances: source_mask[abs(c - 1)][mask_fill] = label else: source_mask[abs(c - 1)][mask_fill] = label_seg - # self.instances.add(label) - - # if (active_mask_current) and (not self.active_mask): - - # self.instances_updated = set() - # self.prev_mask = source_mask - else: mask_fill = source_mask[abs(c - 1)] == 0 From 366a44dc9ddb20438fc5ec8ce677b4019c13c828 Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Wed, 13 Dec 2023 10:01:49 +0100 Subject: [PATCH 19/64] add opencv --- src/client/requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/src/client/requirements.txt b/src/client/requirements.txt index e92f6e4..8cb315d 100644 --- a/src/client/requirements.txt +++ b/src/client/requirements.txt @@ -1,3 +1,4 @@ napari[pyqt5]>=0.4.17 bentoml[grpc]>=1.0.13 +opencv-python>=4.8.1 pytest>=7.4.3 \ No newline at end of file From a5c96d7c2cc9d119f6eb0c5c7dce1c789e688cd8 Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Wed, 13 Dec 2023 14:31:54 +0100 Subject: [PATCH 20/64] remove uneeded imports and changed PyQt5 to pyqt --- src/client/dcp_client/gui/main_window.py | 4 ++-- src/client/dcp_client/gui/napari_window.py | 21 ++++----------------- src/client/dcp_client/gui/welcome_window.py | 4 ++-- 3 files changed, 8 insertions(+), 21 deletions(-) diff --git a/src/client/dcp_client/gui/main_window.py b/src/client/dcp_client/gui/main_window.py index 76264d4..1f99106 100644 --- a/src/client/dcp_client/gui/main_window.py +++ b/src/client/dcp_client/gui/main_window.py @@ -1,8 +1,8 @@ from __future__ import annotations from typing import TYPE_CHECKING -from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QFileSystemModel, QHBoxLayout, QLabel, QTreeView -from PyQt5.QtCore import Qt +from qtpy.QtWidgets import QWidget, QPushButton, QVBoxLayout, QFileSystemModel, QHBoxLayout, QLabel, QTreeView +from qtpy.QtCore import Qt from dcp_client.utils import settings from dcp_client.utils.utils import IconProvider, create_warning_box diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index eb88dfe..b7a8454 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -1,25 +1,14 @@ from __future__ import annotations from typing import List, TYPE_CHECKING -import numpy as np - -from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout, QComboBox, QLabel, QGridLayout -from PyQt5.QtCore import Qt +from qtpy.QtWidgets import QWidget, QPushButton, QComboBox, QLabel, QGridLayout +from qtpy.QtCore import Qt import napari -from napari.qt import thread_worker -import numpy as np - -from skimage.filters import sobel -from skimage.morphology import diamond, disk, octagon -from skimage.segmentation import watershed -from skimage.feature import canny, peak_local_max - -from scipy import ndimage as ndi +import numpy as np +from skimage.feature import canny import cv2 -from copy import deepcopy - if TYPE_CHECKING: from dcp_client.app import Application @@ -54,8 +43,6 @@ def __init__(self, app: Application): self.app.search_segs() # Set the viewer - - # with thread_worker(): self.viewer = napari.Viewer(show=False) self.viewer.add_image(self.img, name=utils.get_path_stem(self.app.cur_selected_img)) diff --git a/src/client/dcp_client/gui/welcome_window.py b/src/client/dcp_client/gui/welcome_window.py index 8886d7e..64ce29f 100644 --- a/src/client/dcp_client/gui/welcome_window.py +++ b/src/client/dcp_client/gui/welcome_window.py @@ -1,8 +1,8 @@ from __future__ import annotations from typing import TYPE_CHECKING -from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout, QLabel, QFileDialog, QLineEdit -from PyQt5.QtCore import Qt +from qtpy.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout, QLabel, QFileDialog, QLineEdit +from qtpy.QtCore import Qt from dcp_client.gui.main_window import MainWindow from dcp_client.utils.utils import create_warning_box From a8573f50c920e93f37d45e5b605156c6202f40e8 Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Wed, 13 Dec 2023 14:43:08 +0100 Subject: [PATCH 21/64] remove opencv dependency, switch to skimage --- src/client/dcp_client/gui/napari_window.py | 14 ++++---------- src/client/requirements.txt | 1 - 2 files changed, 4 insertions(+), 11 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index b7a8454..67d8d33 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -7,7 +7,7 @@ import numpy as np from skimage.feature import canny -import cv2 +from skimage.morphology import closing, square if TYPE_CHECKING: from dcp_client.app import Application @@ -149,10 +149,7 @@ def find_edges(self, idx=None): active_mask = self.layer.data[self.active_mask_index] instances = np.unique(active_mask)[1:] - edges = np.zeros_like(active_mask).astype(int) - - # to merge the discontinuous contours - kernel = np.ones((5, 5)) + edges = np.zeros_like(active_mask).astype(int) if len(instances): for i in instances: @@ -161,11 +158,8 @@ def find_edges(self, idx=None): mask_instance = (active_mask == i).astype(np.uint8) edge_mask = 255 * (canny(255 * (mask_instance)) > 0).astype(np.uint8) - edge_mask = cv2.morphologyEx( - edge_mask, - cv2.MORPH_CLOSE, - kernel, - ) + # to merge the discontinuous contours + edges = closing(edges, square(5)) edges = edges + edge_mask # if masks are intersecting then we want to count it only once diff --git a/src/client/requirements.txt b/src/client/requirements.txt index 8cb315d..e92f6e4 100644 --- a/src/client/requirements.txt +++ b/src/client/requirements.txt @@ -1,4 +1,3 @@ napari[pyqt5]>=0.4.17 bentoml[grpc]>=1.0.13 -opencv-python>=4.8.1 pytest>=7.4.3 \ No newline at end of file From a03bf3a93b43a1ed64bfa26de178d688aa9cc980 Mon Sep 17 00:00:00 2001 From: Mariia Date: Tue, 19 Dec 2023 22:44:53 +0100 Subject: [PATCH 22/64] Restructure code according to the review --- src/client/dcp_client/app.py | 83 +++++++++++++ src/client/dcp_client/gui/napari_window.py | 133 ++++++++------------- 2 files changed, 134 insertions(+), 82 deletions(-) diff --git a/src/client/dcp_client/app.py b/src/client/dcp_client/app.py index b5e89c2..efa274e 100644 --- a/src/client/dcp_client/app.py +++ b/src/client/dcp_client/app.py @@ -6,6 +6,10 @@ from dcp_client.utils import utils from dcp_client.utils import settings +#changed from here +from skimage.feature import canny, peak_local_max +import numpy as np +import cv2 class Model(ABC): @abstractmethod @@ -138,4 +142,83 @@ def delete_images(self, image_names): if os.path.exists(os.path.join(self.cur_selected_path, image_name)): self.fs_image_storage.delete_image(self.cur_selected_path, image_name) + +class Compute4Mask: + + @staticmethod + def get_unique_objects(active_mask): + """ + Get unique objects from the active mask. + """ + + return set(np.unique(active_mask)[1:]) + + @staticmethod + def find_edges(instance_mask, idx=None): + ''' + Find edges in the instance mask. + + Parameters: + - instance_mask (numpy.ndarray): The instance mask array. + - idx (list, optional): Indices of specific labels to get contours. + + Returns: + - numpy.ndarray: Array representing edges in the instance segmentation mask. + ''' + if idx is not None and not isinstance(idx, list): + idx = [idx] + + instances = np.unique(instance_mask)[1:] + edges = np.zeros_like(instance_mask).astype(int) + + # to merge the discontinuous contours + kernel = np.ones((5, 5)) + + if len(instances): + for i in instances: + if idx is None or i in idx: + + mask_instance = (instance_mask == i).astype(np.uint8) + + edge_mask = 255 * (canny(255 * (mask_instance)) > 0).astype(np.uint8) + edge_mask = cv2.morphologyEx( + edge_mask, + cv2.MORPH_CLOSE, + kernel, + ) + edges = edges + edge_mask + + # if masks are intersecting then we want to count it only once + edges = edges > 0 + + return edges + + @staticmethod + def get_rounded_pos(event_position): + """ + Get rounded position from the event position. + """ + + c, event_x, event_y = event_position + return int(c), int(np.round(event_x)), int(np.round(event_y)) + + @staticmethod + def argmax (counts): + + return np.argmax(counts) + + @staticmethod + def get_unique_counts_around_event(source_mask, c, event_x, event_y): + """ + Get unique counts around the specified event position in the source mask. + """ + return np.unique(source_mask[c, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) + + @staticmethod + def get_unique_counts_for_mask(source_mask, c, mask_fill): + """ + Get unique counts for the specified mask in the source mask. + """ + return np.unique(source_mask[abs(c - 1)][mask_fill], return_counts=True) + diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index eb88dfe..e839fdd 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -1,24 +1,12 @@ from __future__ import annotations from typing import List, TYPE_CHECKING -import numpy as np - from PyQt5.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout, QComboBox, QLabel, QGridLayout from PyQt5.QtCore import Qt import napari from napari.qt import thread_worker -import numpy as np - -from skimage.filters import sobel -from skimage.morphology import diamond, disk, octagon -from skimage.segmentation import watershed -from skimage.feature import canny, peak_local_max - -from scipy import ndimage as ndi - -import cv2 +from dcp_client.app import Compute4Mask -from copy import deepcopy if TYPE_CHECKING: from dcp_client.app import Application @@ -50,7 +38,7 @@ def __init__(self, app: Application): self.setWindowTitle("napari viewer") # Load image and get corresponding segmentation filenames - self.img = self.app.load_image() + img = self.app.load_image() self.app.search_segs() # Set the viewer @@ -58,7 +46,7 @@ def __init__(self, app: Application): # with thread_worker(): self.viewer = napari.Viewer(show=False) - self.viewer.add_image(self.img, name=utils.get_path_stem(self.app.cur_selected_img)) + self.viewer.add_image(img, name=utils.get_path_stem(self.app.cur_selected_img)) for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=utils.get_path_stem(seg_file)) @@ -79,13 +67,14 @@ def __init__(self, app: Application): self.active_mask_index = 0 # unique labels - self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) + self.instances = Compute4Mask.get_unique_objects(self.layer.data[self.active_mask_index]) + # for copying contours self.instances_updated = set() # For each instance find the contours and set the color of it to 0 to be invisible - self.find_edges() - # self.prev_mask = self.layer.data[0] + edges = Compute4Mask.find_edges(instance_mask=self.layer.data[0]) + self.layer.data = self.layer.data * (~edges).astype(int) self.switch_to_active_mask() @@ -103,7 +92,7 @@ def __init__(self, app: Application): self.mask_choice_dropdown.addItem('Labels Mask', userData=1) layout.addWidget(self.mask_choice_dropdown, 1, 1) - # when user has chosen the mask, we don't want to change it anymore to avoid errors + # when user has chosens the mask, we don't want to change it anymore to avoid errors lock_button = QPushButton("Confirm Final Choice") lock_button.setEnabled(False) lock_button.clicked.connect(self.set_active_mask) @@ -124,19 +113,35 @@ def __init__(self, app: Application): self.setLayout(layout) def switch_controls(self, target_widget, status: bool): + """ + Enable or disable a specific widget. + + Parameters: + - target_widget (str): The name of the widget to be controlled within the QCtrl object. + - status (bool): If True, the widget will be enabled; if False, it will be disabled. + + """ getattr(self.qctrl, target_widget).setEnabled(status) def switch_to_active_mask(self): + """ + Switch the application to the active mask mode by enabling 'paint_button', 'erase_button' + and 'fill_button'. + """ self.switch_controls("paint_button", True) self.switch_controls("erase_button", True) - self.switch_controls("fill_button", False) + self.switch_controls("fill_button", True) self.active_mask = True def switch_to_non_active_mask(self): + """ + Switch the application to non-active mask mode by enabling 'fill_button' and disabling 'paint_button' and 'erase_button'. + """ + + self.instances = Compute4Mask.get_unique_objects(self.layer.data[self.active_mask_index]) - self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) self.switch_controls("paint_button", False) self.switch_controls("erase_button", False) @@ -145,69 +150,33 @@ def switch_to_non_active_mask(self): self.active_mask = False def set_active_mask(self): - self.mask_choice_dropdown.setDisabled(True) - self.active_mask_index = self.mask_choice_dropdown.currentData() - self.instances = set(np.unique(self.layer.data[self.active_mask_index])[1:]) - self.prev_mask = self.layer.data[self.active_mask] + """ + Sets the active mask index based on the drop down list, by default + instance segmentation mask is an active mask with index 0. + If the active mask index is 1, it switches to non-active mask mode. + """ if self.active_mask_index == 1: self.switch_to_non_active_mask() - def find_edges(self, idx=None): - ''' - idx - indices of the specific labels from which to get contour - ''' - if idx is not None and not isinstance(idx, list): - idx = [idx] - - active_mask = self.layer.data[self.active_mask_index] - - instances = np.unique(active_mask)[1:] - edges = np.zeros_like(active_mask).astype(int) - - # to merge the discontinuous contours - kernel = np.ones((5, 5)) - - if len(instances): - for i in instances: - if idx is None or i in idx: - - mask_instance = (active_mask == i).astype(np.uint8) - - edge_mask = 255 * (canny(255 * (mask_instance)) > 0).astype(np.uint8) - edge_mask = cv2.morphologyEx( - edge_mask, - cv2.MORPH_CLOSE, - kernel, - ) - edges = edges + edge_mask - - # if masks are intersecting then we want to count it only once - edges = edges > 0 - # cut the contours - self.layer.data = self.layer.data * np.invert(edges).astype(np.uint8) - + def copy_mask_callback(self, layer, event): + """ + Handles mouse press and set data events to copy masks based on the active mask index. + Parameters: + - layer: The layer object associated with the mask. + - event: The event triggering the callback. + """ source_mask = layer.data if event.type == "mouse_press": - c, event_x, event_y = event.position - c, event_x, event_y = int(c), int(np.round(event_x)), int(np.round(event_y)) - - if source_mask[c, event_x, event_y] == 0: - self.new_pixel = True - else: - self.new_pixel = False - + c, event_x, event_y = Compute4Mask.get_rounded_pos(event.position) self.event_coords = (c, event_x, event_y) - elif event.type == "set_data": - active_mask_current = self.active_mask - if self.viewer.dims.current_step[0] == self.active_mask_index: self.switch_to_active_mask() else: @@ -218,25 +187,25 @@ def copy_mask_callback(self, layer, event): c, event_x, event_y = self.event_coords if c == self.active_mask_index: + + # When clicking, the mouse provides a continuous position. + # To identify the color placement, we examine nearby positions within one pixel [idx_x - 1, idx_x + 1] and [idx_y - 1, idx_y + 1]. - labels, counts = np.unique(source_mask[c, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) + labels, counts = Compute4Mask.get_unique_counts_around_event(source_mask, c, event_x, event_y) if labels.size > 0: - idx = np.argmax(counts) + # index of the most common color in the area around the click excluding 0 + idx = Compute4Mask.argmax(counts) + # the most common color in the area around the click label = labels[idx] - + # get the mask of the instance mask_fill = source_mask[c] == label - # self.changed = True - # self.instances_updated.add(label) - # Find the color of the label mask at the given point - labels_seg, counts_seg = np.unique( - source_mask[abs(c - 1)][mask_fill], - return_counts=True - ) - idx_seg = np.argmax(counts_seg) + # Determine the most common color in the label mask + labels_seg, counts_seg = Compute4Mask.get_unique_counts_for_mask(source_mask, c, mask_fill) + idx_seg = Compute4Mask.argmax(counts_seg) label_seg = labels_seg[idx_seg] # If a new color is used, then it is copied to a label mask @@ -248,7 +217,7 @@ def copy_mask_callback(self, layer, event): source_mask[abs(c - 1)][mask_fill] = label_seg else: - + # the only action to be applied to the instance mask is erasing. mask_fill = source_mask[abs(c - 1)] == 0 source_mask[c][mask_fill] = 0 From 9e04613a947919029d1667825c77b67ba65b5f15 Mon Sep 17 00:00:00 2001 From: Mariia Date: Tue, 19 Dec 2023 23:10:34 +0100 Subject: [PATCH 23/64] Restructure code according to the review --- src/client/dcp_client/gui/main_window.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/client/dcp_client/gui/main_window.py b/src/client/dcp_client/gui/main_window.py index 1f99106..93af783 100644 --- a/src/client/dcp_client/gui/main_window.py +++ b/src/client/dcp_client/gui/main_window.py @@ -12,6 +12,7 @@ from dcp_client.app import Application + class MainWindow(QWidget): '''Main Window Widget object. Opens the main window of the app where selected images in both directories are listed. @@ -147,7 +148,7 @@ def on_launch_napari_button_clicked(self): create_warning_box(message_text, message_title="Warning") else: self.nap_win = NapariWindow(self.app) - self.nap_win.show() + self.nap_win.show() if __name__ == "__main__": import sys From eb9daf7d1e9d8313790e0d19a4ee31ec0b2fa344 Mon Sep 17 00:00:00 2001 From: Mariia Date: Wed, 20 Dec 2023 16:10:11 +0100 Subject: [PATCH 24/64] Replaced cv2 function with skimage --- src/client/dcp_client/app.py | 12 +++--------- 1 file changed, 3 insertions(+), 9 deletions(-) diff --git a/src/client/dcp_client/app.py b/src/client/dcp_client/app.py index efa274e..cea93bd 100644 --- a/src/client/dcp_client/app.py +++ b/src/client/dcp_client/app.py @@ -8,8 +8,9 @@ #changed from here from skimage.feature import canny, peak_local_max +from skimage.morphology import closing, square import numpy as np -import cv2 + class Model(ABC): @abstractmethod @@ -171,9 +172,6 @@ def find_edges(instance_mask, idx=None): instances = np.unique(instance_mask)[1:] edges = np.zeros_like(instance_mask).astype(int) - # to merge the discontinuous contours - kernel = np.ones((5, 5)) - if len(instances): for i in instances: if idx is None or i in idx: @@ -181,11 +179,7 @@ def find_edges(instance_mask, idx=None): mask_instance = (instance_mask == i).astype(np.uint8) edge_mask = 255 * (canny(255 * (mask_instance)) > 0).astype(np.uint8) - edge_mask = cv2.morphologyEx( - edge_mask, - cv2.MORPH_CLOSE, - kernel, - ) + edges = closing(edges, square(5)) edges = edges + edge_mask # if masks are intersecting then we want to count it only once From 1dab8d357ae261f2a6b4c11713190bd57b4e01e0 Mon Sep 17 00:00:00 2001 From: Mariia Date: Wed, 20 Dec 2023 18:37:39 +0100 Subject: [PATCH 25/64] Move the Compute4Mask to utils --- src/client/dcp_client/app.py | 72 --------------------- src/client/dcp_client/gui/napari_window.py | 2 +- src/client/dcp_client/utils/utils.py | 75 ++++++++++++++++++++++ 3 files changed, 76 insertions(+), 73 deletions(-) diff --git a/src/client/dcp_client/app.py b/src/client/dcp_client/app.py index cea93bd..c3a77b4 100644 --- a/src/client/dcp_client/app.py +++ b/src/client/dcp_client/app.py @@ -144,75 +144,3 @@ def delete_images(self, image_names): self.fs_image_storage.delete_image(self.cur_selected_path, image_name) -class Compute4Mask: - - @staticmethod - def get_unique_objects(active_mask): - """ - Get unique objects from the active mask. - """ - - return set(np.unique(active_mask)[1:]) - - @staticmethod - def find_edges(instance_mask, idx=None): - ''' - Find edges in the instance mask. - - Parameters: - - instance_mask (numpy.ndarray): The instance mask array. - - idx (list, optional): Indices of specific labels to get contours. - - Returns: - - numpy.ndarray: Array representing edges in the instance segmentation mask. - ''' - if idx is not None and not isinstance(idx, list): - idx = [idx] - - instances = np.unique(instance_mask)[1:] - edges = np.zeros_like(instance_mask).astype(int) - - if len(instances): - for i in instances: - if idx is None or i in idx: - - mask_instance = (instance_mask == i).astype(np.uint8) - - edge_mask = 255 * (canny(255 * (mask_instance)) > 0).astype(np.uint8) - edges = closing(edges, square(5)) - edges = edges + edge_mask - - # if masks are intersecting then we want to count it only once - edges = edges > 0 - - return edges - - @staticmethod - def get_rounded_pos(event_position): - """ - Get rounded position from the event position. - """ - - c, event_x, event_y = event_position - return int(c), int(np.round(event_x)), int(np.round(event_y)) - - @staticmethod - def argmax (counts): - - return np.argmax(counts) - - @staticmethod - def get_unique_counts_around_event(source_mask, c, event_x, event_y): - """ - Get unique counts around the specified event position in the source mask. - """ - return np.unique(source_mask[c, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) - - @staticmethod - def get_unique_counts_for_mask(source_mask, c, mask_fill): - """ - Get unique counts for the specified mask in the source mask. - """ - return np.unique(source_mask[abs(c - 1)][mask_fill], return_counts=True) - - diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 6e8b719..d399244 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -5,7 +5,7 @@ from qtpy.QtCore import Qt import napari from napari.qt import thread_worker -from dcp_client.app import Compute4Mask +from dcp_client.utils.utils import Compute4Mask if TYPE_CHECKING: diff --git a/src/client/dcp_client/utils/utils.py b/src/client/dcp_client/utils/utils.py index c7ca5bf..65587e8 100644 --- a/src/client/dcp_client/utils/utils.py +++ b/src/client/dcp_client/utils/utils.py @@ -1,6 +1,9 @@ from PyQt5.QtWidgets import QFileIconProvider, QMessageBox from PyQt5.QtCore import QSize from PyQt5.QtGui import QPixmap, QIcon +import numpy as np +from skimage.feature import canny, peak_local_max +from skimage.morphology import closing, square from pathlib import Path, PurePath import json @@ -57,3 +60,75 @@ def get_path_parent(filepath): return str(Path(filepath).parent) def join_path(root_dir, filepath): return str(Path(root_dir, filepath)) +class Compute4Mask: + + @staticmethod + def get_unique_objects(active_mask): + """ + Get unique objects from the active mask. + """ + + return set(np.unique(active_mask)[1:]) + + @staticmethod + def find_edges(instance_mask, idx=None): + ''' + Find edges in the instance mask. + + Parameters: + - instance_mask (numpy.ndarray): The instance mask array. + - idx (list, optional): Indices of specific labels to get contours. + + Returns: + - numpy.ndarray: Array representing edges in the instance segmentation mask. + ''' + if idx is not None and not isinstance(idx, list): + idx = [idx] + + instances = np.unique(instance_mask)[1:] + edges = np.zeros_like(instance_mask).astype(int) + + if len(instances): + for i in instances: + if idx is None or i in idx: + + mask_instance = (instance_mask == i).astype(np.uint8) + + edge_mask = 255 * (canny(255 * (mask_instance)) > 0).astype(np.uint8) + edges = closing(edges, square(5)) + edges = edges + edge_mask + + # if masks are intersecting then we want to count it only once + edges = edges > 0 + + return edges + + @staticmethod + def get_rounded_pos(event_position): + """ + Get rounded position from the event position. + """ + + c, event_x, event_y = event_position + return int(c), int(np.round(event_x)), int(np.round(event_y)) + + @staticmethod + def argmax (counts): + + return np.argmax(counts) + + @staticmethod + def get_unique_counts_around_event(source_mask, c, event_x, event_y): + """ + Get unique counts around the specified event position in the source mask. + """ + return np.unique(source_mask[c, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) + + @staticmethod + def get_unique_counts_for_mask(source_mask, c, mask_fill): + """ + Get unique counts for the specified mask in the source mask. + """ + return np.unique(source_mask[abs(c - 1)][mask_fill], return_counts=True) + + From 2bc24e87690f16948b94ef7c49ccfdda4973a401 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sat, 6 Jan 2024 16:47:36 +0100 Subject: [PATCH 26/64] delete imports --- src/client/dcp_client/app.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/src/client/dcp_client/app.py b/src/client/dcp_client/app.py index c3a77b4..e9eb25e 100644 --- a/src/client/dcp_client/app.py +++ b/src/client/dcp_client/app.py @@ -6,11 +6,6 @@ from dcp_client.utils import utils from dcp_client.utils import settings -#changed from here -from skimage.feature import canny, peak_local_max -from skimage.morphology import closing, square -import numpy as np - class Model(ABC): @abstractmethod From 04d24340b6eeb344f67e6c0cf515363a9cf7ab2f Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 7 Jan 2024 22:35:37 +0100 Subject: [PATCH 27/64] Allow for copy paste of paths in welcome window --- src/client/dcp_client/gui/welcome_window.py | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/src/client/dcp_client/gui/welcome_window.py b/src/client/dcp_client/gui/welcome_window.py index 64ce29f..30552d6 100644 --- a/src/client/dcp_client/gui/welcome_window.py +++ b/src/client/dcp_client/gui/welcome_window.py @@ -44,8 +44,14 @@ def __init__(self, app: Application): self.text_layout.addWidget(train_label) self.val_textbox = QLineEdit(self) + self.val_textbox.textEdited.connect(lambda x: self.on_text_changed(self.val_textbox, "eval", x)) + self.inprogr_textbox = QLineEdit(self) + self.inprogr_textbox.textEdited.connect(lambda x: self.on_text_changed(self.inprogr_textbox, "inprogress", x)) + self.train_textbox = QLineEdit(self) + self.train_textbox.textEdited.connect(lambda x: self.on_text_changed(self.train_textbox, "train", x)) + self.path_layout.addWidget(self.val_textbox) self.path_layout.addWidget(self.inprogr_textbox) self.path_layout.addWidget(self.train_textbox) @@ -105,6 +111,21 @@ def browse_train_clicked(self): self.app.train_data_path = fd.selectedFiles()[0] self.train_textbox.setText(self.app.train_data_path) + def on_text_changed(self, field_obj, field_name, text): + ''' + Update data paths based on text changes in input fields. + Used for copying paths in the welcome window. + ''' + + if field_name == "train": + self.app.train_data_path = text + elif field_name == "eval": + self.app.eval_data_path = text + elif field_name == "inprogress": + self.app.inprogr_data_path = text + field_obj.setText(text) + + def browse_inprogr_clicked(self): ''' From ecd58c31840683994dad58738a789745eea6afd2 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 7 Jan 2024 23:10:39 +0100 Subject: [PATCH 28/64] Prevent using non-unique directory names in the welcome window. --- src/client/dcp_client/gui/welcome_window.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/src/client/dcp_client/gui/welcome_window.py b/src/client/dcp_client/gui/welcome_window.py index 30552d6..e091d2e 100644 --- a/src/client/dcp_client/gui/welcome_window.py +++ b/src/client/dcp_client/gui/welcome_window.py @@ -142,16 +142,20 @@ def browse_inprogr_clicked(self): def start_main(self): ''' - Starts the main window after the user clicks 'Start' and only if both evaluation and train directories are chosen. + Starts the main window after the user clicks 'Start' and only if both evaluation and train directories are chosen and all unique. ''' - - if self.app.train_data_path and self.app.eval_data_path: + if self.app.inprogr_data_path == self.app.train_data_path == self.app.eval_data_path: + message_text = "All directory names must be distinct." + create_warning_box(message_text, message_title="Warning") + + elif self.app.train_data_path and self.app.eval_data_path: self.hide() self.mw = MainWindow(self.app) else: message_text = "You need to specify a folder both for your uncurated and curated dataset (even if the curated folder is currently empty). Please go back and select folders for both." create_warning_box(message_text, message_title="Warning") + def start_upload(self): message_text = ("Your current configurations are set to run some operations on the cloud. \n" "For this we need to upload your data to our server." From 65eab3eb02a25ca6d708a69c553c6c0669210757 Mon Sep 17 00:00:00 2001 From: Mariia Date: Fri, 12 Jan 2024 21:07:49 +0100 Subject: [PATCH 29/64] delete widget_list --- src/client/dcp_client/gui/napari_window.py | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index d399244..b6b103a 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -13,17 +13,6 @@ from dcp_client.utils import utils -widget_list = [ - 'ellipse_button', - 'line_button', - 'path_button', - 'polygon_button', - 'vertex_remove_button', - 'vertex_insert_button', - 'move_back_button', - 'move_front_button', - 'label_eraser', -] class NapariWindow(QWidget): '''Napari Window Widget object. From e4af3da1b0367af1498ae86705cea214b929a079 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 15:06:15 +0100 Subject: [PATCH 30/64] fix empty mask, when no image input present --- src/client/dcp_client/gui/napari_window.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index e7a66a0..a5347a3 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -36,7 +36,11 @@ def __init__(self, app: Application): for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=get_path_stem(seg_file)) - self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] + if len(self.app.seg_filepaths): + self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] + else: + self.layer = None + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] self.changed = False From def63d1a1069cbd18cc52fef5890a7d8292786f7 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 15:11:13 +0100 Subject: [PATCH 31/64] fix if missing one line --- src/client/dcp_client/gui/napari_window.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index a5347a3..2b55afa 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -38,10 +38,9 @@ def __init__(self, app: Application): if len(self.app.seg_filepaths): self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] else: self.layer = None - - self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] self.changed = False self.event_coords = None From b42e90cba187ca0d749aa0aec58a45dcd8d2e248 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 15:19:49 +0100 Subject: [PATCH 32/64] add needed code in if clause --- src/client/dcp_client/gui/napari_window.py | 80 +++++++++++----------- 1 file changed, 39 insertions(+), 41 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 2b55afa..8ed41a7 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -36,12 +36,6 @@ def __init__(self, app: Application): for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=get_path_stem(seg_file)) - if len(self.app.seg_filepaths): - self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] - self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] - else: - self.layer = None - self.changed = False self.event_coords = None self.active_mask_instance = None @@ -55,50 +49,54 @@ def __init__(self, app: Application): self.active_mask_index = 0 # unique labels - self.instances = Compute4Mask.get_unique_objects(self.layer.data[self.active_mask_index]) - - # for copying contours - self.instances_updated = set() + if len(self.app.seg_filepaths): + + self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] + self.instances = Compute4Mask.get_unique_objects(self.layer.data[self.active_mask_index]) + + # for copying contours + self.instances_updated = set() - # For each instance find the contours and set the color of it to 0 to be invisible - edges = Compute4Mask.find_edges(instance_mask=self.layer.data[0]) - self.layer.data = self.layer.data * (~edges).astype(int) + # For each instance find the contours and set the color of it to 0 to be invisible + edges = Compute4Mask.find_edges(instance_mask=self.layer.data[0]) + self.layer.data = self.layer.data * (~edges).astype(int) - self.switch_to_active_mask() + self.switch_to_active_mask() - if self.layer.data.shape[0] >= 2: - # User hint - message_label = QLabel('Choose an active mask') - message_label.setAlignment(Qt.AlignRight) - layout.addWidget(message_label, 1, 0) - - # Drop list to choose which is an active mask + if self.layer.data.shape[0] >= 2: + # User hint + message_label = QLabel('Choose an active mask') + message_label.setAlignment(Qt.AlignRight) + layout.addWidget(message_label, 1, 0) - self.mask_choice_dropdown = QComboBox() - self.mask_choice_dropdown.setEnabled(False) - self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) - self.mask_choice_dropdown.addItem('Labels Mask', userData=1) - layout.addWidget(self.mask_choice_dropdown, 1, 1) + # Drop list to choose which is an active mask + + self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.setEnabled(False) + self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) + self.mask_choice_dropdown.addItem('Labels Mask', userData=1) + layout.addWidget(self.mask_choice_dropdown, 1, 1) - # when user has chosens the mask, we don't want to change it anymore to avoid errors - lock_button = QPushButton("Confirm Final Choice") - lock_button.setEnabled(False) - lock_button.clicked.connect(self.set_active_mask) + # when user has chosens the mask, we don't want to change it anymore to avoid errors + lock_button = QPushButton("Confirm Final Choice") + lock_button.setEnabled(False) + lock_button.clicked.connect(self.set_active_mask) - layout.addWidget(lock_button, 1, 2) - self.layer.mouse_drag_callbacks.append(self.copy_mask_callback) - self.layer.events.set_data.connect(lambda event: self.copy_mask_callback(self.layer, event)) + layout.addWidget(lock_button, 1, 2) + self.layer.mouse_drag_callbacks.append(self.copy_mask_callback) + self.layer.events.set_data.connect(lambda event: self.copy_mask_callback(self.layer, event)) - add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') - layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) - add_to_inprogress_button.clicked.connect(self.on_add_to_inprogress_button_clicked) - - add_to_curated_button = QPushButton('Move to \'Curated dataset\' folder') - layout.addWidget(add_to_curated_button, 2, 2, 1, 2) - add_to_curated_button.clicked.connect(self.on_add_to_curated_button_clicked) + add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') + layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) + add_to_inprogress_button.clicked.connect(self.on_add_to_inprogress_button_clicked) + + add_to_curated_button = QPushButton('Move to \'Curated dataset\' folder') + layout.addWidget(add_to_curated_button, 2, 2, 1, 2) + add_to_curated_button.clicked.connect(self.on_add_to_curated_button_clicked) - self.setLayout(layout) + self.setLayout(layout) def switch_controls(self, target_widget, status: bool): """ From c02bd6ec1cf961f68d1911ba3a9c8272f8072800 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 15:54:51 +0100 Subject: [PATCH 33/64] test update to handle case of missing --- src/client/dcp_client/gui/napari_window.py | 77 +++++++++++----------- src/client/test/test_main_window.py | 3 +- 2 files changed, 40 insertions(+), 40 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 8ed41a7..e7a66a0 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -36,6 +36,9 @@ def __init__(self, app: Application): for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=get_path_stem(seg_file)) + self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] + self.changed = False self.event_coords = None self.active_mask_instance = None @@ -49,54 +52,50 @@ def __init__(self, app: Application): self.active_mask_index = 0 # unique labels - if len(self.app.seg_filepaths): - - self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] - self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] - self.instances = Compute4Mask.get_unique_objects(self.layer.data[self.active_mask_index]) - - # for copying contours - self.instances_updated = set() + self.instances = Compute4Mask.get_unique_objects(self.layer.data[self.active_mask_index]) + + # for copying contours + self.instances_updated = set() - # For each instance find the contours and set the color of it to 0 to be invisible - edges = Compute4Mask.find_edges(instance_mask=self.layer.data[0]) - self.layer.data = self.layer.data * (~edges).astype(int) + # For each instance find the contours and set the color of it to 0 to be invisible + edges = Compute4Mask.find_edges(instance_mask=self.layer.data[0]) + self.layer.data = self.layer.data * (~edges).astype(int) - self.switch_to_active_mask() + self.switch_to_active_mask() - if self.layer.data.shape[0] >= 2: - # User hint - message_label = QLabel('Choose an active mask') - message_label.setAlignment(Qt.AlignRight) - layout.addWidget(message_label, 1, 0) + if self.layer.data.shape[0] >= 2: + # User hint + message_label = QLabel('Choose an active mask') + message_label.setAlignment(Qt.AlignRight) + layout.addWidget(message_label, 1, 0) + + # Drop list to choose which is an active mask - # Drop list to choose which is an active mask - - self.mask_choice_dropdown = QComboBox() - self.mask_choice_dropdown.setEnabled(False) - self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) - self.mask_choice_dropdown.addItem('Labels Mask', userData=1) - layout.addWidget(self.mask_choice_dropdown, 1, 1) + self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.setEnabled(False) + self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) + self.mask_choice_dropdown.addItem('Labels Mask', userData=1) + layout.addWidget(self.mask_choice_dropdown, 1, 1) - # when user has chosens the mask, we don't want to change it anymore to avoid errors - lock_button = QPushButton("Confirm Final Choice") - lock_button.setEnabled(False) - lock_button.clicked.connect(self.set_active_mask) + # when user has chosens the mask, we don't want to change it anymore to avoid errors + lock_button = QPushButton("Confirm Final Choice") + lock_button.setEnabled(False) + lock_button.clicked.connect(self.set_active_mask) - layout.addWidget(lock_button, 1, 2) - self.layer.mouse_drag_callbacks.append(self.copy_mask_callback) - self.layer.events.set_data.connect(lambda event: self.copy_mask_callback(self.layer, event)) + layout.addWidget(lock_button, 1, 2) + self.layer.mouse_drag_callbacks.append(self.copy_mask_callback) + self.layer.events.set_data.connect(lambda event: self.copy_mask_callback(self.layer, event)) - add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') - layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) - add_to_inprogress_button.clicked.connect(self.on_add_to_inprogress_button_clicked) - - add_to_curated_button = QPushButton('Move to \'Curated dataset\' folder') - layout.addWidget(add_to_curated_button, 2, 2, 1, 2) - add_to_curated_button.clicked.connect(self.on_add_to_curated_button_clicked) + add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') + layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) + add_to_inprogress_button.clicked.connect(self.on_add_to_inprogress_button_clicked) + + add_to_curated_button = QPushButton('Move to \'Curated dataset\' folder') + layout.addWidget(add_to_curated_button, 2, 2, 1, 2) + add_to_curated_button.clicked.connect(self.on_add_to_curated_button_clicked) - self.setLayout(layout) + self.setLayout(layout) def switch_controls(self, target_widget, status: bool): """ diff --git a/src/client/test/test_main_window.py b/src/client/test/test_main_window.py index ca80c6d..94e5334 100644 --- a/src/client/test/test_main_window.py +++ b/src/client/test/test_main_window.py @@ -139,7 +139,8 @@ def test_launch_napari_button_click_without_selection(qtbot, app): def test_launch_napari_button_click(qtbot, app): settings.accepted_types = setup_global_variable - # Simulate selection of an image to view before clivking on view button + app.seg_filepaths = 'train_data_path/astronaut.png' + # Simulate selection of an image to view before clicking on view button index = app.list_view_eval.indexAt(app.list_view_eval.viewport().rect().topLeft()) pos = app.list_view_eval.visualRect(index).center() # Simulate file click From a1eb731c0f3ff7b8238a26b5ab791049a287dbcd Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 16:14:58 +0100 Subject: [PATCH 34/64] fix test --- src/client/test/test_main_window.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/client/test/test_main_window.py b/src/client/test/test_main_window.py index 94e5334..2d94b83 100644 --- a/src/client/test/test_main_window.py +++ b/src/client/test/test_main_window.py @@ -139,7 +139,7 @@ def test_launch_napari_button_click_without_selection(qtbot, app): def test_launch_napari_button_click(qtbot, app): settings.accepted_types = setup_global_variable - app.seg_filepaths = 'train_data_path/astronaut.png' + app.seg_filepaths = ['train_data_path/astronaut.png'] # Simulate selection of an image to view before clicking on view button index = app.list_view_eval.indexAt(app.list_view_eval.viewport().rect().topLeft()) pos = app.list_view_eval.visualRect(index).center() From 1964693cf4484649fedbf6bd2bd12814e2187ade Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 16:22:32 +0100 Subject: [PATCH 35/64] fix test with path --- src/client/test/test_main_window.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/client/test/test_main_window.py b/src/client/test/test_main_window.py index 2d94b83..75ea3f3 100644 --- a/src/client/test/test_main_window.py +++ b/src/client/test/test_main_window.py @@ -139,7 +139,6 @@ def test_launch_napari_button_click_without_selection(qtbot, app): def test_launch_napari_button_click(qtbot, app): settings.accepted_types = setup_global_variable - app.seg_filepaths = ['train_data_path/astronaut.png'] # Simulate selection of an image to view before clicking on view button index = app.list_view_eval.indexAt(app.list_view_eval.viewport().rect().topLeft()) pos = app.list_view_eval.visualRect(index).center() @@ -148,6 +147,7 @@ def test_launch_napari_button_click(qtbot, app): Qt.LeftButton, pos=pos) app.on_item_eval_selected(index) + app.seg_filepaths = ['train_data_path/astronaut.png'] # Now click the view button qtbot.mouseClick(app.launch_nap_button, Qt.LeftButton) # Assert that the napari window has launched From d79b1c259c8aa782c98fe9d45c369213dfe876ee Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 18:02:21 +0100 Subject: [PATCH 36/64] change to handle missing seg mask --- src/client/dcp_client/gui/napari_window.py | 44 ++++++++++++---------- src/client/test/test_main_window.py | 1 - 2 files changed, 25 insertions(+), 20 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index e7a66a0..ce3d105 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -36,9 +36,6 @@ def __init__(self, app: Application): for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=get_path_stem(seg_file)) - self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] - self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] - self.changed = False self.event_coords = None self.active_mask_instance = None @@ -48,6 +45,12 @@ def __init__(self, app: Application): layout = QGridLayout() layout.addWidget(main_window, 0, 0, 1, 4) + if len(self.app.seg_filepaths): + self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] + else: + self.layer = self.viewer.layers[get_path_stem(self.app.cur_selected_img)] + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] + # set first mask as active by default self.active_mask_index = 0 @@ -61,6 +64,9 @@ def __init__(self, app: Application): edges = Compute4Mask.find_edges(instance_mask=self.layer.data[0]) self.layer.data = self.layer.data * (~edges).astype(int) + self.layer.mouse_drag_callbacks.append(self.copy_mask_callback) + self.layer.events.set_data.connect(lambda event: self.copy_mask_callback(self.layer, event)) + self.switch_to_active_mask() if self.layer.data.shape[0] >= 2: @@ -68,24 +74,21 @@ def __init__(self, app: Application): message_label = QLabel('Choose an active mask') message_label.setAlignment(Qt.AlignRight) layout.addWidget(message_label, 1, 0) - - # Drop list to choose which is an active mask - self.mask_choice_dropdown = QComboBox() - self.mask_choice_dropdown.setEnabled(False) - self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) - self.mask_choice_dropdown.addItem('Labels Mask', userData=1) - layout.addWidget(self.mask_choice_dropdown, 1, 1) - - # when user has chosens the mask, we don't want to change it anymore to avoid errors - lock_button = QPushButton("Confirm Final Choice") - lock_button.setEnabled(False) - lock_button.clicked.connect(self.set_active_mask) + # Drop list to choose which is an active mask + + self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.setEnabled(False) + self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) + self.mask_choice_dropdown.addItem('Labels Mask', userData=1) + layout.addWidget(self.mask_choice_dropdown, 1, 1) - layout.addWidget(lock_button, 1, 2) - self.layer.mouse_drag_callbacks.append(self.copy_mask_callback) - self.layer.events.set_data.connect(lambda event: self.copy_mask_callback(self.layer, event)) + # when user has chosens the mask, we don't want to change it anymore to avoid errors + lock_button = QPushButton("Confirm Final Choice") + lock_button.setEnabled(False) + lock_button.clicked.connect(self.set_active_mask) + layout.addWidget(lock_button, 1, 2) add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) @@ -106,7 +109,10 @@ def switch_controls(self, target_widget, status: bool): - status (bool): If True, the widget will be enabled; if False, it will be disabled. """ - getattr(self.qctrl, target_widget).setEnabled(status) + try: + getattr(self.qctrl, target_widget).setEnabled(status) + except: + pass def switch_to_active_mask(self): """ diff --git a/src/client/test/test_main_window.py b/src/client/test/test_main_window.py index 75ea3f3..836f611 100644 --- a/src/client/test/test_main_window.py +++ b/src/client/test/test_main_window.py @@ -147,7 +147,6 @@ def test_launch_napari_button_click(qtbot, app): Qt.LeftButton, pos=pos) app.on_item_eval_selected(index) - app.seg_filepaths = ['train_data_path/astronaut.png'] # Now click the view button qtbot.mouseClick(app.launch_nap_button, Qt.LeftButton) # Assert that the napari window has launched From 478325a78385845054aee7a56984bd22b1c0dae1 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 18:27:02 +0100 Subject: [PATCH 37/64] cover event function clause --- src/client/test/test_main_window.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/client/test/test_main_window.py b/src/client/test/test_main_window.py index 836f611..f1167f7 100644 --- a/src/client/test/test_main_window.py +++ b/src/client/test/test_main_window.py @@ -152,6 +152,7 @@ def test_launch_napari_button_click(qtbot, app): # Assert that the napari window has launched assert hasattr(app, 'nap_win') assert app.nap_win.isVisible() + qtbot.mouseClick(app.nap_win.mask_choice_dropdown, Qt.LeftButton) @pytest.fixture(scope='session', autouse=True) From 04e23ce00013acc6827f23c00b61dc29a35d8930 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 18:53:29 +0100 Subject: [PATCH 38/64] cover more cases --- src/client/dcp_client/gui/napari_window.py | 4 ++-- src/client/test/test_main_window.py | 4 ++++ 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index ce3d105..ff164e8 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -159,9 +159,9 @@ def copy_mask_callback(self, layer, event): """ source_mask = layer.data - - if event.type == "mouse_press": + if event.type == "mouse_press": + # assert 0 == 1 c, event_x, event_y = Compute4Mask.get_rounded_pos(event.position) self.event_coords = (c, event_x, event_y) diff --git a/src/client/test/test_main_window.py b/src/client/test/test_main_window.py index f1167f7..1f6cf33 100644 --- a/src/client/test/test_main_window.py +++ b/src/client/test/test_main_window.py @@ -152,9 +152,13 @@ def test_launch_napari_button_click(qtbot, app): # Assert that the napari window has launched assert hasattr(app, 'nap_win') assert app.nap_win.isVisible() + + # app.nap_win.copy_mask_callback(app.nap_win.layer, dict()) + app.nap_win.switch_to_non_active_mask() qtbot.mouseClick(app.nap_win.mask_choice_dropdown, Qt.LeftButton) + @pytest.fixture(scope='session', autouse=True) def cleanup_files(request): # This code runs after all tests from all files have completed From be48681f9e27c89235f2a44808213aa9bc313f62 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 14 Jan 2024 19:05:01 +0100 Subject: [PATCH 39/64] fix to cover event function --- src/client/dcp_client/gui/napari_window.py | 2 ++ src/client/test/test_main_window.py | 2 ++ 2 files changed, 4 insertions(+) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index ff164e8..7b046b9 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -168,6 +168,8 @@ def copy_mask_callback(self, layer, event): elif event.type == "set_data": + assert 0 == 1 + if self.viewer.dims.current_step[0] == self.active_mask_index: self.switch_to_active_mask() else: diff --git a/src/client/test/test_main_window.py b/src/client/test/test_main_window.py index 1f6cf33..8302805 100644 --- a/src/client/test/test_main_window.py +++ b/src/client/test/test_main_window.py @@ -155,6 +155,8 @@ def test_launch_napari_button_click(qtbot, app): # app.nap_win.copy_mask_callback(app.nap_win.layer, dict()) app.nap_win.switch_to_non_active_mask() + app.nap_win.layer.data[:5,:5] = 1 + qtbot.mouseClick(app.nap_win.mask_choice_dropdown, Qt.LeftButton) From 5b48b54c49c55c2808a8c4cf22935ba47dee0ae7 Mon Sep 17 00:00:00 2001 From: Mariia Date: Wed, 17 Jan 2024 14:34:14 +0100 Subject: [PATCH 40/64] Add a test to check the distinct paths in the welcome window. --- src/client/dcp_client/gui/welcome_window.py | 8 ++++---- src/client/test/test_welcome_window.py | 18 +++++++++++++++++- 2 files changed, 21 insertions(+), 5 deletions(-) diff --git a/src/client/dcp_client/gui/welcome_window.py b/src/client/dcp_client/gui/welcome_window.py index cb566b4..928f08b 100644 --- a/src/client/dcp_client/gui/welcome_window.py +++ b/src/client/dcp_client/gui/welcome_window.py @@ -146,15 +146,15 @@ def start_main(self): Starts the main window after the user clicks 'Start' and only if both evaluation and train directories are chosen and all unique. ''' if self.app.inprogr_data_path == self.app.train_data_path == self.app.eval_data_path: - message_text = "All directory names must be distinct." - create_warning_box(message_text, message_title="Warning") + self.message_text = "All directory names must be distinct." + _ = self.create_warning_box(self.message_text, message_title="Warning") elif self.app.train_data_path and self.app.eval_data_path: self.hide() self.mw = MainWindow(self.app) else: - message_text = "You need to specify a folder both for your uncurated and curated dataset (even if the curated folder is currently empty). Please go back and select folders for both." - _ = self.create_warning_box(message_text, message_title="Warning") + self.message_text = "You need to specify a folder both for your uncurated and curated dataset (even if the curated folder is currently empty). Please go back and select folders for both." + _ = self.create_warning_box(self.message_text, message_title="Warning") def start_upload_and_main(self): ''' diff --git a/src/client/test/test_welcome_window.py b/src/client/test/test_welcome_window.py index 204a1cc..abd0b66 100644 --- a/src/client/test/test_welcome_window.py +++ b/src/client/test/test_welcome_window.py @@ -3,6 +3,7 @@ sys.path.append('../') from PyQt5.QtCore import Qt +from PyQt5.QtWidgets import QWidget, QMessageBox from dcp_client.gui.welcome_window import WelcomeWindow from dcp_client.app import Application @@ -32,7 +33,22 @@ def test_welcome_window_initialization(app): assert app.val_textbox.text() == "" assert app.inprogr_textbox.text() == "" assert app.train_textbox.text() == "" - + +def test_warning_for_same_paths(qtbot, app, monkeypatch): + app.app.eval_data_path = "/same/path" + app.app.train_data_path = "/same/path" + app.app.inprogr_data_path = "/same/path" + + # Define a custom exec method that always returns QMessageBox.Ok + def custom_exec(self): + return QMessageBox.Ok + + monkeypatch.setattr(QMessageBox, 'exec', custom_exec) + qtbot.mouseClick(app.start_button, Qt.LeftButton) + + assert app.create_warning_box + assert app.message_text == "All directory names must be distinct." + '''' # TODO wait for github respose def test_browse_eval_clicked(qtbot, app, monkeypatch): From 89f64c67b58b91ce4ae8945dc27ad4919b0d054c Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 18 Jan 2024 15:04:52 +0100 Subject: [PATCH 41/64] Add test on_text_changed function --- src/client/test/test_welcome_window.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/src/client/test/test_welcome_window.py b/src/client/test/test_welcome_window.py index abd0b66..400ede9 100644 --- a/src/client/test/test_welcome_window.py +++ b/src/client/test/test_welcome_window.py @@ -49,6 +49,19 @@ def custom_exec(self): assert app.create_warning_box assert app.message_text == "All directory names must be distinct." +def test_on_text_changed(qtbot, app): + app.app.train_data_path = "/initial/train/path" + app.app.eval_data_path = "/initial/eval/path" + app.app.inprogr_data_path = "/initial/inprogress/path" + + app.on_text_changed(field_obj=None, field_name="train", text="/new/train/path") + assert app.app.train_data_path == "/new/train/path" + + app.on_text_changed(field_obj=None, field_name="eval", text="/new/eval/path") + assert app.app.eval_data_path == "/new/eval/path" + + app.on_text_changed(field_obj=None, field_name="inprogress", text="/new/inprogress/path") + assert app.app.inprogr_data_path == "/new/inprogress/path" '''' # TODO wait for github respose def test_browse_eval_clicked(qtbot, app, monkeypatch): From 6d671f8b60167ae733ca3b7f1fa68b54616364ec Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 18 Jan 2024 15:45:34 +0100 Subject: [PATCH 42/64] Fix an error in test_on_text_changed --- src/client/test/test_welcome_window.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/src/client/test/test_welcome_window.py b/src/client/test/test_welcome_window.py index 400ede9..64b71a6 100644 --- a/src/client/test/test_welcome_window.py +++ b/src/client/test/test_welcome_window.py @@ -54,13 +54,14 @@ def test_on_text_changed(qtbot, app): app.app.eval_data_path = "/initial/eval/path" app.app.inprogr_data_path = "/initial/inprogress/path" - app.on_text_changed(field_obj=None, field_name="train", text="/new/train/path") + + app.on_text_changed(field_obj=app.train_textbox, field_name="train", text="/new/train/path") assert app.app.train_data_path == "/new/train/path" - app.on_text_changed(field_obj=None, field_name="eval", text="/new/eval/path") + app.on_text_changed(field_obj=app.val_textbox, field_name="eval", text="/new/eval/path") assert app.app.eval_data_path == "/new/eval/path" - app.on_text_changed(field_obj=None, field_name="inprogress", text="/new/inprogress/path") + app.on_text_changed(field_obj=app.inprogr_textbox, field_name="inprogress", text="/new/inprogress/path") assert app.app.inprogr_data_path == "/new/inprogress/path" '''' # TODO wait for github respose From 79d32842033c91dbb746c66585aede0a1de42475 Mon Sep 17 00:00:00 2001 From: Mariia Date: Thu, 18 Jan 2024 15:57:29 +0100 Subject: [PATCH 43/64] test memory issue --- src/client/test/test_welcome_window.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/client/test/test_welcome_window.py b/src/client/test/test_welcome_window.py index 64b71a6..a6cf5ec 100644 --- a/src/client/test/test_welcome_window.py +++ b/src/client/test/test_welcome_window.py @@ -22,7 +22,7 @@ def app(qtbot): rsyncer = DataRSync(user_name="local", host_name="local", server_repo_path='.') application = Application(BentomlModel(), rsyncer, FilesystemImageStorage(), "0.0.0.0", 7010) # Create an instance of WelcomeWindow - #q_app = QApplication([]) + # q_app = QApplication([]) widget = WelcomeWindow(application) qtbot.addWidget(widget) yield widget @@ -54,7 +54,6 @@ def test_on_text_changed(qtbot, app): app.app.eval_data_path = "/initial/eval/path" app.app.inprogr_data_path = "/initial/inprogress/path" - app.on_text_changed(field_obj=app.train_textbox, field_name="train", text="/new/train/path") assert app.app.train_data_path == "/new/train/path" From 41defb5758ffb0e1086e44aff8328bf39ca7ae72 Mon Sep 17 00:00:00 2001 From: Mariia Date: Fri, 19 Jan 2024 00:37:55 +0100 Subject: [PATCH 44/64] Refactor the copy mask function --- src/client/dcp_client/gui/napari_window.py | 97 ++++++++++++--------- src/client/dcp_client/gui/welcome_window.py | 4 +- src/client/test/test_main_window.py | 4 - 3 files changed, 58 insertions(+), 47 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 7b046b9..f5da289 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -149,6 +149,49 @@ def set_active_mask(self): if self.active_mask_index == 1: self.switch_to_non_active_mask() + def save_click_coordinates(self,event_position): + """ + Save click coordinates + """ + + c, event_x, event_y = Compute4Mask.get_rounded_pos(event_position) + self.event_coords = (c, event_x, event_y) + return self.event_coords + + def switch_user_mask(self): + + if self.viewer.dims.current_step[0] == self.active_mask_index: + self.switch_to_active_mask() + else: + self.switch_to_non_active_mask() + + def get_position_label(self, source_mask, mask_fill=None): + + c, event_x, event_y = self.event_coords + + if mask_fill is not None: + labels, counts = Compute4Mask.get_unique_counts_for_mask(source_mask, c, mask_fill) + else: + # When clicking, the mouse provides a continuous position. + # To identify the color placement, we examine nearby positions within one pixel [idx_x - 1, idx_x + 1] and [idx_y - 1, idx_y + 1]. + labels, counts = Compute4Mask.get_unique_counts_around_event(source_mask, c, event_x, event_y) + + # index of the most common color in the area around the click excluding 0 + idx = Compute4Mask.argmax(counts) + # the most common color in the area around the click + label = labels[idx] + + return label + + def update_source_mask(self, source_mask, mask_fill, c, label, label_seg): + + if not label in self.instances: + source_mask[abs(c - 1)][mask_fill] = label + else: + source_mask[abs(c - 1)][mask_fill] = label_seg + + return source_mask + def copy_mask_callback(self, layer, event): """ @@ -161,53 +204,23 @@ def copy_mask_callback(self, layer, event): source_mask = layer.data if event.type == "mouse_press": - # assert 0 == 1 - c, event_x, event_y = Compute4Mask.get_rounded_pos(event.position) - self.event_coords = (c, event_x, event_y) - - + self.save_click_coordinates(event.position) elif event.type == "set_data": - - assert 0 == 1 - - if self.viewer.dims.current_step[0] == self.active_mask_index: - self.switch_to_active_mask() - else: - self.switch_to_non_active_mask() - + self.switch_user_mask() if self.event_coords is not None: - c, event_x, event_y = self.event_coords - if c == self.active_mask_index: - # When clicking, the mouse provides a continuous position. - # To identify the color placement, we examine nearby positions within one pixel [idx_x - 1, idx_x + 1] and [idx_y - 1, idx_y + 1]. - - labels, counts = Compute4Mask.get_unique_counts_around_event(source_mask, c, event_x, event_y) - - if labels.size > 0: - - # index of the most common color in the area around the click excluding 0 - idx = Compute4Mask.argmax(counts) - # the most common color in the area around the click - label = labels[idx] - # get the mask of the instance - mask_fill = source_mask[c] == label - - # Find the color of the label mask at the given point - # Determine the most common color in the label mask - labels_seg, counts_seg = Compute4Mask.get_unique_counts_for_mask(source_mask, c, mask_fill) - idx_seg = Compute4Mask.argmax(counts_seg) - label_seg = labels_seg[idx_seg] - - # If a new color is used, then it is copied to a label mask - # Otherwise, we copy the existing color from the label mask - - if not label in self.instances: - source_mask[abs(c - 1)][mask_fill] = label - else: - source_mask[abs(c - 1)][mask_fill] = label_seg + # get the mask of the instance + label = self.get_position_label(source_mask) + mask_fill = source_mask[c] == label + label_seg = self.get_position_label(source_mask, mask_fill=mask_fill) + # Find the color of the label mask at the given point + # Determine the most common color in the label mask + + # If a new color is used, then it is copied to a label mask + # Otherwise, we copy the existing color from the label mask + self.update_source_mask(source_mask, mask_fill, c, label, label_seg) else: # the only action to be applied to the instance mask is erasing. diff --git a/src/client/dcp_client/gui/welcome_window.py b/src/client/dcp_client/gui/welcome_window.py index 928f08b..8c40219 100644 --- a/src/client/dcp_client/gui/welcome_window.py +++ b/src/client/dcp_client/gui/welcome_window.py @@ -145,10 +145,12 @@ def start_main(self): ''' Starts the main window after the user clicks 'Start' and only if both evaluation and train directories are chosen and all unique. ''' - if self.app.inprogr_data_path == self.app.train_data_path == self.app.eval_data_path: + + if len({self.app.inprogr_data_path, self.app.train_data_path, self.app.eval_data_path})<3: self.message_text = "All directory names must be distinct." _ = self.create_warning_box(self.message_text, message_title="Warning") + elif self.app.train_data_path and self.app.eval_data_path: self.hide() self.mw = MainWindow(self.app) diff --git a/src/client/test/test_main_window.py b/src/client/test/test_main_window.py index 8302805..ec56459 100644 --- a/src/client/test/test_main_window.py +++ b/src/client/test/test_main_window.py @@ -153,11 +153,7 @@ def test_launch_napari_button_click(qtbot, app): assert hasattr(app, 'nap_win') assert app.nap_win.isVisible() - # app.nap_win.copy_mask_callback(app.nap_win.layer, dict()) - app.nap_win.switch_to_non_active_mask() - app.nap_win.layer.data[:5,:5] = 1 - qtbot.mouseClick(app.nap_win.mask_choice_dropdown, Qt.LeftButton) From 92324b204e2a7bc4faacc826be38db3cec28a894 Mon Sep 17 00:00:00 2001 From: Mariia Date: Fri, 19 Jan 2024 15:22:31 +0100 Subject: [PATCH 45/64] Add documentation to the new functions. --- src/client/dcp_client/gui/napari_window.py | 35 ++++++++++++++++++---- 1 file changed, 30 insertions(+), 5 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index f5da289..fe6a592 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -151,7 +151,11 @@ def set_active_mask(self): def save_click_coordinates(self,event_position): """ - Save click coordinates + Save coordinates of the rounded position of a click event. + Parameters: + - event_position (tuple): A tuple representing the position of the click event. + Returns: + - tuple: The saved click coordinates in the format (c, event_x, event_y). """ c, event_x, event_y = Compute4Mask.get_rounded_pos(event_position) @@ -159,13 +163,21 @@ def save_click_coordinates(self,event_position): return self.event_coords def switch_user_mask(self): - + """ + Switch between active and non-active masks. + By default, the first mask is set as the active mask. + This function is useful when determining which buttons should be activated and + which should be locked + """ if self.viewer.dims.current_step[0] == self.active_mask_index: self.switch_to_active_mask() else: self.switch_to_non_active_mask() def get_position_label(self, source_mask, mask_fill=None): + """ + Retrieve the most common color label in the specified position or surrounding area. + """ c, event_x, event_y = self.event_coords @@ -184,7 +196,20 @@ def get_position_label(self, source_mask, mask_fill=None): return label def update_source_mask(self, source_mask, mask_fill, c, label, label_seg): + """ + Copy the color to the label mask. + Parameters: + - source_mask (numpy.ndarray): The original source mask to be updated. + - mask_fill (numpy.ndarray): Boolean mask indicating the area to be updated. + - c (int): Index of the active mask. + - label (int): The new color. + - label_seg (int): The existing color. + + If a new color is used, it is copied to a label mask; + otherwise, the existing color is copied from the label mask. + + """ if not label in self.instances: source_mask[abs(c - 1)][mask_fill] = label else: @@ -208,16 +233,16 @@ def copy_mask_callback(self, layer, event): elif event.type == "set_data": self.switch_user_mask() if self.event_coords is not None: - c, event_x, event_y = self.event_coords + c, _, _ = self.event_coords if c == self.active_mask_index: # get the mask of the instance label = self.get_position_label(source_mask) mask_fill = source_mask[c] == label - label_seg = self.get_position_label(source_mask, mask_fill=mask_fill) # Find the color of the label mask at the given point # Determine the most common color in the label mask - + label_seg = self.get_position_label(source_mask, mask_fill=mask_fill) + # If a new color is used, then it is copied to a label mask # Otherwise, we copy the existing color from the label mask self.update_source_mask(source_mask, mask_fill, c, label, label_seg) From f746561fd8300c80554607edb478c58bb10e5220 Mon Sep 17 00:00:00 2001 From: Mariia Date: Fri, 19 Jan 2024 19:42:40 +0100 Subject: [PATCH 46/64] Add tests for napari_ window --- src/client/dcp_client/gui/napari_window.py | 2 +- src/client/dcp_client/utils/fsimagestorage.py | 1 + src/client/dcp_client/utils/utils.py | 2 +- src/client/eval_data_path/cat.png | Bin 0 -> 219203 bytes src/client/in_prog/coffee.png | Bin 0 -> 448757 bytes src/client/test/test_napari_window.py | 106 ++++++++++++++++++ 6 files changed, 109 insertions(+), 2 deletions(-) create mode 100644 src/client/eval_data_path/cat.png create mode 100644 src/client/in_prog/coffee.png create mode 100644 src/client/test/test_napari_window.py diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index fe6a592..f522c1f 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -191,7 +191,7 @@ def get_position_label(self, source_mask, mask_fill=None): # index of the most common color in the area around the click excluding 0 idx = Compute4Mask.argmax(counts) # the most common color in the area around the click - label = labels[idx] + label = labels[idx] if idx is not None else 0 return label diff --git a/src/client/dcp_client/utils/fsimagestorage.py b/src/client/dcp_client/utils/fsimagestorage.py index d4b10e2..c50df0a 100644 --- a/src/client/dcp_client/utils/fsimagestorage.py +++ b/src/client/dcp_client/utils/fsimagestorage.py @@ -6,6 +6,7 @@ class FilesystemImageStorage(ImageStorage): def load_image(self, from_directory, cur_selected_img): + print("from directory", from_directory, "cur selected img", cur_selected_img) # Read the selected image and read the segmentation if any: return imread(os.path.join(from_directory, cur_selected_img)) diff --git a/src/client/dcp_client/utils/utils.py b/src/client/dcp_client/utils/utils.py index d0c9477..6c70d6e 100644 --- a/src/client/dcp_client/utils/utils.py +++ b/src/client/dcp_client/utils/utils.py @@ -108,7 +108,7 @@ def get_rounded_pos(event_position): @staticmethod def argmax (counts): - return np.argmax(counts) + return np.argmax(counts) if len(counts) > 0 else None @staticmethod def get_unique_counts_around_event(source_mask, c, event_x, event_y): diff --git a/src/client/eval_data_path/cat.png b/src/client/eval_data_path/cat.png new file mode 100644 index 0000000000000000000000000000000000000000..82ef36e53a6d2903fbe4648d36050310410461a9 GIT binary patch literal 219203 zcmWh!cRbYpAHTEmm2np`GEbDN>`fdFCG*@N+2i6AarP)A&WMQYnR(|>T(XHmb{rz3 zjI&2pobmJfcDsg00aQ;!!?lslTS`plKCHbi^d;SN8^;VjbJpN&B(;?b+lRkr!#}CBE6wU%k9py zH&$e0`z5aS;2RDdzwa1;KV0%3PvpN5?s%EurHh!i(v827TZ_HpRte{c=hSl+0Ftxi 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zq_7kTfX4l>R`BfEMW;WRFY2QN?maj@zuazD+g;P-1t-=Xzq|irKCP!5$JNKb`sKXR z|Mx$?A1AtO3^%inKK|PpO)-Cab(tG+yY;pdJnfm$@#tj^=kuL0(P5}h_f)}lQ`Y&K zHbnteNP!B>W|2?QIC9mUdwts<|LNhhnr-&RY2z81`e>YuyR;?!&8sF~ucNBEwU-|4 zr^zT7A{!IL$Yk!uceiK&iSBS9vG6Bi95t?)OubxaGXpArl3wO&$i> drmV!t{{wLg?bZ4ZrGo$f002ovPDHLkV1o7%*Pj3Y literal 0 HcmV?d00001 diff --git a/src/client/test/test_napari_window.py b/src/client/test/test_napari_window.py new file mode 100644 index 0000000..ad1cdd8 --- /dev/null +++ b/src/client/test/test_napari_window.py @@ -0,0 +1,106 @@ +import os + +from skimage import data +from skimage.io import imsave + +import pytest +from napari.qt import QtViewer +from dcp_client.app import Application +from dcp_client.gui.napari_window import NapariWindow +from PyQt5.QtCore import Qt +from PyQt5.QtWidgets import QWidget, QMessageBox + +from dcp_client.gui.welcome_window import WelcomeWindow +from dcp_client.app import Application +from dcp_client.utils.bentoml_model import BentomlModel +from dcp_client.utils.fsimagestorage import FilesystemImageStorage +from dcp_client.utils.sync_src_dst import DataRSync +from dcp_client.utils import settings + +# @pytest.fixture +# def napari_app(): +# app = Application([]) +# napari_app = QtViewer() +# yield napari_app +# napari_app.close() + +@pytest.fixture +def napari_window(qtbot): + + img1 = data.astronaut() + img2 = data.coffee() + img3 = data.cat() + + if not os.path.exists('in_prog'): + os.mkdir('in_prog') + imsave('in_prog/coffee.png', img2) + + if not os.path.exists('eval_data_path'): + os.mkdir('eval_data_path') + imsave('eval_data_path/cat.png', img3) + + rsyncer = DataRSync(user_name="local", host_name="local", server_repo_path='.') + application = Application( + BentomlModel(), + rsyncer, + FilesystemImageStorage(), + "0.0.0.0", + 7010, + os.path.join(os.getcwd(), 'eval_data_path') + ) + + application.cur_selected_img = 'cat.png' + application.cur_selected_path = 'eval_data_path' + + widget = NapariWindow(application) + qtbot.addWidget(widget) + yield widget + widget.close() + + +def test_napari_window_initialization(napari_window): + assert napari_window.viewer is not None + assert napari_window.qctrl is not None + assert napari_window.mask_choice_dropdown is not None + +def test_switch_to_active_mask(napari_window): + napari_window.switch_to_active_mask() + assert napari_window.active_mask is True + + +def test_switch_to_non_active_mask(napari_window): + napari_window.switch_to_non_active_mask() + assert napari_window.active_mask is False + + +def test_set_active_mask(napari_window): + napari_window.active_mask_index = 0 + napari_window.set_active_mask() + assert napari_window.active_mask is True + + napari_window.active_mask_index = 1 + napari_window.set_active_mask() + assert napari_window.active_mask is False + + +def test_save_click_coordinates(napari_window): + + event_position = (0, 10, 20) + result = napari_window.save_click_coordinates(event_position) + assert result is not None + + +def test_switch_user_mask(napari_window): + + # napari_window.viewer.dims.current_step[0] = 1 + napari_window.switch_user_mask() + assert napari_window.active_mask is False + + +def test_get_position_label(napari_window): + napari_window.event_coords = (0, 10, 20) + result = napari_window.get_position_label(napari_window.layer.data) + assert result is not None + + + From 9922ce8eb5fe0f31c206e204d009adfb7b4b8503 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 21 Jan 2024 16:02:10 +0100 Subject: [PATCH 47/64] Add test for update_source_mask function --- src/client/test/test_napari_window.py | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/src/client/test/test_napari_window.py b/src/client/test/test_napari_window.py index ad1cdd8..2227ab2 100644 --- a/src/client/test/test_napari_window.py +++ b/src/client/test/test_napari_window.py @@ -2,6 +2,7 @@ from skimage import data from skimage.io import imsave +import numpy as np import pytest from napari.qt import QtViewer @@ -46,7 +47,10 @@ def napari_window(qtbot): FilesystemImageStorage(), "0.0.0.0", 7010, - os.path.join(os.getcwd(), 'eval_data_path') + os.path.join(os.getcwd(), 'eval_data_path'), + os.path.join(os.getcwd(), 'train_data_path'), + os.path.join(os.getcwd(), 'inprog_data_path') + ) application.cur_selected_img = 'cat.png' @@ -103,4 +107,14 @@ def test_get_position_label(napari_window): assert result is not None +def test_update_source_mask_new_color(napari_window): + source_mask = np.zeros((1, 3, 3)) + mask_fill = np.ones((3, 3), dtype=bool) + c = 1 + label = 5 + label_seg = 10 + + result = napari_window.update_source_mask(source_mask, mask_fill, c, label, label_seg) + assert np.array_equal(result, 5*np.ones_like(result)) + From f6ac5c4352cec5ffaf89bebf2dd7816e93fbcf35 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 21 Jan 2024 19:55:13 +0100 Subject: [PATCH 48/64] Add tests for add_to_curated_button function --- src/client/dcp_client/gui/napari_window.py | 3 +- src/client/dcp_client/utils/fsimagestorage.py | 2 +- src/client/test/test_napari_window.py | 57 ++++++++++++++++--- 3 files changed, 51 insertions(+), 11 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index f522c1f..896d0c0 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -311,4 +311,5 @@ def on_add_to_inprogress_button_clicked(self): self.app.save_image(self.app.inprogr_data_path, cur_seg_selected+'.tiff', seg) self.viewer.close() - self.close() \ No newline at end of file + self.close() + \ No newline at end of file diff --git a/src/client/dcp_client/utils/fsimagestorage.py b/src/client/dcp_client/utils/fsimagestorage.py index c50df0a..98af9af 100644 --- a/src/client/dcp_client/utils/fsimagestorage.py +++ b/src/client/dcp_client/utils/fsimagestorage.py @@ -6,11 +6,11 @@ class FilesystemImageStorage(ImageStorage): def load_image(self, from_directory, cur_selected_img): - print("from directory", from_directory, "cur selected img", cur_selected_img) # Read the selected image and read the segmentation if any: return imread(os.path.join(from_directory, cur_selected_img)) def move_image(self, from_directory, to_directory, cur_selected_img): + print(f"from:{os.path.join(from_directory, cur_selected_img)}, to:{os.path.join(to_directory, cur_selected_img)}") os.replace(os.path.join(from_directory, cur_selected_img), os.path.join(to_directory, cur_selected_img)) def save_image(self, to_directory, cur_selected_img, img): diff --git a/src/client/test/test_napari_window.py b/src/client/test/test_napari_window.py index 2227ab2..55a1579 100644 --- a/src/client/test/test_napari_window.py +++ b/src/client/test/test_napari_window.py @@ -32,12 +32,17 @@ def napari_window(qtbot): img2 = data.coffee() img3 = data.cat() - if not os.path.exists('in_prog'): - os.mkdir('in_prog') - imsave('in_prog/coffee.png', img2) + if not os.path.exists('train_data_path'): + os.mkdir('train_data_path') + imsave('train_data_path/astronaut.png', img1) + + if not os.path.exists('inprogr_data_path'): + os.mkdir('inprogr_data_path') + imsave('inprogr_data_path/coffee.png', img2) if not os.path.exists('eval_data_path'): os.mkdir('eval_data_path') + imsave('eval_data_path/cat_seg.png', img3) imsave('eval_data_path/cat.png', img3) rsyncer = DataRSync(user_name="local", host_name="local", server_repo_path='.') @@ -49,18 +54,19 @@ def napari_window(qtbot): 7010, os.path.join(os.getcwd(), 'eval_data_path'), os.path.join(os.getcwd(), 'train_data_path'), - os.path.join(os.getcwd(), 'inprog_data_path') - + os.path.join(os.getcwd(), 'inprogr_data_path') ) application.cur_selected_img = 'cat.png' - application.cur_selected_path = 'eval_data_path' + application.cur_selected_path = application.eval_data_path widget = NapariWindow(application) qtbot.addWidget(widget) yield widget widget.close() + + def test_napari_window_initialization(napari_window): assert napari_window.viewer is not None @@ -95,10 +101,9 @@ def test_save_click_coordinates(napari_window): def test_switch_user_mask(napari_window): - - # napari_window.viewer.dims.current_step[0] = 1 + napari_window.switch_user_mask() - assert napari_window.active_mask is False + assert napari_window.active_mask is True def test_get_position_label(napari_window): @@ -118,3 +123,37 @@ def test_update_source_mask_new_color(napari_window): assert np.array_equal(result, 5*np.ones_like(result)) +def test_on_add_to_curated_button_clicked(napari_window, monkeypatch): + # Mock the create_warning_box method + def mock_create_warning_box(message_text, message_title): + return None + + monkeypatch.setattr(napari_window, 'create_warning_box', mock_create_warning_box) + + # assert napari_window.app.cur_selected_path == 'eval_data_path' + + napari_window.viewer.layers.selection.active.name = 'cat_seg' + + # Simulate the button click + napari_window.on_add_to_curated_button_clicked() + + assert os.path.exists('train_data_path/cat_seg.tiff') + assert os.path.exists('train_data_path/cat.png') + assert not os.path.exists('eval_data_path/cat.png') + +@pytest.fixture(scope='session', autouse=True) +def cleanup_files(request): + # This code runs after all tests from all files have completed + yield + # Clean up + for fname in os.listdir('train_data_path'): + os.remove(os.path.join('train_data_path', fname)) + os.rmdir('train_data_path') + + for fname in os.listdir('inprogr_data_path'): + os.remove(os.path.join('inprogr_data_path', fname)) + os.rmdir('inprogr_data_path') + + for fname in os.listdir('eval_data_path'): + os.remove(os.path.join('eval_data_path', fname)) + os.rmdir('eval_data_path') \ No newline at end of file From 684b363a54d8c30441e3b0698f1066106f49a1fe Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 21 Jan 2024 20:44:26 +0100 Subject: [PATCH 49/64] change test: remove extra cleanup, change file name --- src/client/dcp_client/gui/napari_window.py | 2 +- src/client/test/test_napari_window.py | 54 ++++++++++++---------- src/client/test/test_welcome_window.py | 6 ++- 3 files changed, 36 insertions(+), 26 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 896d0c0..9f6bffd 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -83,7 +83,7 @@ def __init__(self, app: Application): self.mask_choice_dropdown.addItem('Labels Mask', userData=1) layout.addWidget(self.mask_choice_dropdown, 1, 1) - # when user has chosens the mask, we don't want to change it anymore to avoid errors + # when user has chosen the mask, we don't want to change it anymore to avoid errors lock_button = QPushButton("Confirm Final Choice") lock_button.setEnabled(False) lock_button.clicked.connect(self.set_active_mask) diff --git a/src/client/test/test_napari_window.py b/src/client/test/test_napari_window.py index 55a1579..962bddf 100644 --- a/src/client/test/test_napari_window.py +++ b/src/client/test/test_napari_window.py @@ -42,8 +42,11 @@ def napari_window(qtbot): if not os.path.exists('eval_data_path'): os.mkdir('eval_data_path') - imsave('eval_data_path/cat_seg.png', img3) imsave('eval_data_path/cat.png', img3) + imsave('eval_data_path/cat_seg.png', img3) + + imsave('eval_data_path/cat_test.png', img3) + imsave('eval_data_path/cat_test_seg.png', img3) rsyncer = DataRSync(user_name="local", host_name="local", server_repo_path='.') application = Application( @@ -57,7 +60,7 @@ def napari_window(qtbot): os.path.join(os.getcwd(), 'inprogr_data_path') ) - application.cur_selected_img = 'cat.png' + application.cur_selected_img = 'cat_test.png' application.cur_selected_path = application.eval_data_path widget = NapariWindow(application) @@ -75,7 +78,7 @@ def test_napari_window_initialization(napari_window): def test_switch_to_active_mask(napari_window): napari_window.switch_to_active_mask() - assert napari_window.active_mask is True + assert napari_window.active_mask def test_switch_to_non_active_mask(napari_window): @@ -132,28 +135,31 @@ def mock_create_warning_box(message_text, message_title): # assert napari_window.app.cur_selected_path == 'eval_data_path' - napari_window.viewer.layers.selection.active.name = 'cat_seg' + napari_window.app.cur_selected_img = 'cat_test.png' + napari_window.app.cur_selected_path = napari_window.app.eval_data_path + + napari_window.viewer.layers.selection.active.name = 'cat_test_seg' # Simulate the button click napari_window.on_add_to_curated_button_clicked() - assert os.path.exists('train_data_path/cat_seg.tiff') - assert os.path.exists('train_data_path/cat.png') - assert not os.path.exists('eval_data_path/cat.png') - -@pytest.fixture(scope='session', autouse=True) -def cleanup_files(request): - # This code runs after all tests from all files have completed - yield - # Clean up - for fname in os.listdir('train_data_path'): - os.remove(os.path.join('train_data_path', fname)) - os.rmdir('train_data_path') - - for fname in os.listdir('inprogr_data_path'): - os.remove(os.path.join('inprogr_data_path', fname)) - os.rmdir('inprogr_data_path') - - for fname in os.listdir('eval_data_path'): - os.remove(os.path.join('eval_data_path', fname)) - os.rmdir('eval_data_path') \ No newline at end of file + assert os.path.exists('train_data_path/cat_test_seg.tiff') + assert os.path.exists('train_data_path/cat_test.png') + assert not os.path.exists('eval_data_path/cat_test.png') + +# @pytest.fixture(scope='session', autouse=True) +# def cleanup_files(request): +# # This code runs after all tests from all files have completed +# yield +# # Clean up +# for fname in os.listdir('train_data_path'): +# os.remove(os.path.join('train_data_path', fname)) +# os.rmdir('train_data_path') + +# for fname in os.listdir('inprogr_data_path'): +# os.remove(os.path.join('inprogr_data_path', fname)) +# os.rmdir('inprogr_data_path') + +# for fname in os.listdir('eval_data_path'): +# os.remove(os.path.join('eval_data_path', fname)) +# os.rmdir('eval_data_path') \ No newline at end of file diff --git a/src/client/test/test_welcome_window.py b/src/client/test/test_welcome_window.py index a6cf5ec..ddeab54 100644 --- a/src/client/test/test_welcome_window.py +++ b/src/client/test/test_welcome_window.py @@ -25,7 +25,7 @@ def app(qtbot): # q_app = QApplication([]) widget = WelcomeWindow(application) qtbot.addWidget(widget) - yield widget + yield widget widget.close() def test_welcome_window_initialization(app): @@ -119,6 +119,10 @@ def test_start_main_not_selected(qtbot, app): def test_start_main(qtbot, app, setup_global_variable): settings.accepted_types = setup_global_variable + + # app.app.cur_selected_path = app.app.eval_data_path + # app.app.cur_selected_img = 'cat.png' + # Set some paths for testing app.app.eval_data_path = "/path/to/eval" app.app.train_data_path = "/path/to/train" From 905aaf573e34bee37e2189e5822fc7e5aef62867 Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 21 Jan 2024 20:59:08 +0100 Subject: [PATCH 50/64] Add cat_test.png --- src/client/dcp_client/app.py | 2 +- src/client/eval_data_path/cat.png | Bin 219203 -> 0 bytes src/client/test/test_napari_window.py | 4 ++-- 3 files changed, 3 insertions(+), 3 deletions(-) delete mode 100644 src/client/eval_data_path/cat.png diff --git a/src/client/dcp_client/app.py b/src/client/dcp_client/app.py index 2e6fd40..c95c35e 100644 --- a/src/client/dcp_client/app.py +++ b/src/client/dcp_client/app.py @@ -62,7 +62,7 @@ def __init__( self.inprogr_data_path = inprogr_data_path self.cur_selected_img = '' self.cur_selected_path = '' - self.seg_filepaths = [] + self.seg_filepaths = [] def upload_data_to_server(self): """ diff --git a/src/client/eval_data_path/cat.png b/src/client/eval_data_path/cat.png deleted file mode 100644 index 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zwKPCD<0_8kZRBY=N7ZzJoLU9M7)%J1&`_jYg`oUz&I00B6;0zmO*tz!WR&q3STXaM zw!^pp9cpBa;Cx{Np}7GGAu=XnL2@8q0g6=Y=cQ>N%;ca{!5xu7 zEu5Z%ln_W`3+E#<4Wc%!~ppWDl`LJ%<8BIG0jH@@BJP=0HV>2_x~t$cZB~)X3x#vPhBn*!ERRzt(k<;pJ_Q(HGlUGxBV5Y#k4>T6&AgdHH8dH)!?uIK z!$+Eym8Sv0nmO=nNa9d&8(EY=o!vL%{axuPa%*cdH;N)&<)xAOuvzu6gh*=~w zr>W@Mx99Rbn8B6;y9ApmD0RqeX2@3-T4 z8pjbV!rkzU2bs?|=Zss2w0S*~&V2868T~%5b;T)bzG3SfOW*f>FE=+g8azrhL8_}V zYAt{(_+@9KXbcW3L?6d}-(SCe{q5_w(`j@EW@JFO>K-ysXg&tSk#@jLlpyp!p`mp5 zl%-Au8HhN>*}m`H_2T07w{PE6%i_5U_%iqbBC-k1yoUQ2YIacPbK=>&$;@lh@}*cKB1(>34GSoXByqdyk81lq52F7u=2cDa`L80AzFG4 zUQT73$88a@S}=A{%xi<;g?Y@(AzR{BN_kyLTav{*mX@ic>k$-DqCRhfKDu1OpGjGtU&)9m!If!!wZFB5b^d5nLE5E+K3Y2_4m#f-#N+ z01V9YwM6r4xHv0OtwBY1lLd(Um+HPSj*t=;lriY8K~QWMP@trHfKD(4`Mm zi^xo~mOi$|Oc7AF65yRda|_o|aB1CXjaX{cdc%?(_{DAX(| z6TkoP^YQ6$I6ikyhXXE? z05ohH8oCijE}hTTh8V>%nuy5!WjFeVDY7eZ@j3s?Oc8jy-4e;|?QM7hoUfNT2K5;l zC60_1iXLRc=!Pg#g_ezCSl Date: Sun, 21 Jan 2024 21:03:46 +0100 Subject: [PATCH 51/64] Add extra file in eval data path --- src/client/test/test_napari_window.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/client/test/test_napari_window.py b/src/client/test/test_napari_window.py index 6b9a753..6eb55a3 100644 --- a/src/client/test/test_napari_window.py +++ b/src/client/test/test_napari_window.py @@ -44,7 +44,7 @@ def napari_window(qtbot): os.mkdir('eval_data_path') imsave('eval_data_path/cat.png', img3) imsave('eval_data_path/cat_seg.png', img3) - + imsave('eval_data_path/cat_test.png', img3) imsave('eval_data_path/cat_test_seg.png', img3) From 3f2edebeaf809a6da874610e22199b3527a0ee9f Mon Sep 17 00:00:00 2001 From: Mariia Date: Sun, 21 Jan 2024 22:06:08 +0100 Subject: [PATCH 52/64] Add description of find_edges function --- src/client/dcp_client/utils/utils.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/client/dcp_client/utils/utils.py b/src/client/dcp_client/utils/utils.py index 6c70d6e..77b6cf1 100644 --- a/src/client/dcp_client/utils/utils.py +++ b/src/client/dcp_client/utils/utils.py @@ -67,6 +67,8 @@ def get_unique_objects(active_mask): def find_edges(instance_mask, idx=None): ''' Find edges in the instance mask. + This function is used to identify the edges of the objects to prevent + problem of the merged objects in napari window (mask). Parameters: - instance_mask (numpy.ndarray): The instance mask array. From 5f587f2b3d12264b43251149cda18d056a94ff00 Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Tue, 23 Jan 2024 15:15:08 +0100 Subject: [PATCH 53/64] remove unecessary imports and change folder name to in_prog to make sure it is cleaned up after tests run --- src/client/test/test_napari_window.py | 23 +++++++---------------- 1 file changed, 7 insertions(+), 16 deletions(-) diff --git a/src/client/test/test_napari_window.py b/src/client/test/test_napari_window.py index 6eb55a3..e6e5186 100644 --- a/src/client/test/test_napari_window.py +++ b/src/client/test/test_napari_window.py @@ -5,13 +5,9 @@ import numpy as np import pytest -from napari.qt import QtViewer from dcp_client.app import Application from dcp_client.gui.napari_window import NapariWindow -from PyQt5.QtCore import Qt -from PyQt5.QtWidgets import QWidget, QMessageBox -from dcp_client.gui.welcome_window import WelcomeWindow from dcp_client.app import Application from dcp_client.utils.bentoml_model import BentomlModel from dcp_client.utils.fsimagestorage import FilesystemImageStorage @@ -36,9 +32,9 @@ def napari_window(qtbot): os.mkdir('train_data_path') imsave('train_data_path/astronaut.png', img1) - if not os.path.exists('inprogr_data_path'): - os.mkdir('inprogr_data_path') - imsave('inprogr_data_path/coffee.png', img2) + if not os.path.exists('in_prog'): + os.mkdir('in_prog') + imsave('in_prog/coffee.png', img2) if not os.path.exists('eval_data_path'): os.mkdir('eval_data_path') @@ -57,7 +53,7 @@ def napari_window(qtbot): 7010, os.path.join(os.getcwd(), 'eval_data_path'), os.path.join(os.getcwd(), 'train_data_path'), - os.path.join(os.getcwd(), 'inprogr_data_path') + os.path.join(os.getcwd(), 'in_prog') ) application.cur_selected_img = 'cat_test.png' @@ -68,9 +64,6 @@ def napari_window(qtbot): yield widget widget.close() - - - def test_napari_window_initialization(napari_window): assert napari_window.viewer is not None assert napari_window.qctrl is not None @@ -79,12 +72,10 @@ def test_napari_window_initialization(napari_window): def test_switch_to_active_mask(napari_window): napari_window.switch_to_active_mask() assert napari_window.active_mask - def test_switch_to_non_active_mask(napari_window): napari_window.switch_to_non_active_mask() assert napari_window.active_mask is False - def test_set_active_mask(napari_window): napari_window.active_mask_index = 0 @@ -156,9 +147,9 @@ def mock_create_warning_box(message_text, message_title): # os.remove(os.path.join('train_data_path', fname)) # os.rmdir('train_data_path') -# for fname in os.listdir('inprogr_data_path'): -# os.remove(os.path.join('inprogr_data_path', fname)) -# os.rmdir('inprogr_data_path') +# for fname in os.listdir('in_prog'): +# os.remove(os.path.join('in_prog', fname)) +# os.rmdir('in_prog') # for fname in os.listdir('eval_data_path'): # os.remove(os.path.join('eval_data_path', fname)) From 68e9dc1b5faf810c70d70868202a72ef0bd082fd Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Tue, 23 Jan 2024 15:16:04 +0100 Subject: [PATCH 54/64] removed unecessary imports --- src/client/dcp_client/gui/napari_window.py | 3 +-- src/client/dcp_client/gui/welcome_window.py | 2 +- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 9f6bffd..bb702d6 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -1,10 +1,9 @@ from __future__ import annotations from typing import List, TYPE_CHECKING -from qtpy.QtWidgets import QWidget, QPushButton, QComboBox, QLabel, QGridLayout +from qtpy.QtWidgets import QPushButton, QComboBox, QLabel, QGridLayout from qtpy.QtCore import Qt import napari -from napari.qt import thread_worker from dcp_client.utils.utils import Compute4Mask diff --git a/src/client/dcp_client/gui/welcome_window.py b/src/client/dcp_client/gui/welcome_window.py index 8c40219..9d4b536 100644 --- a/src/client/dcp_client/gui/welcome_window.py +++ b/src/client/dcp_client/gui/welcome_window.py @@ -1,7 +1,7 @@ from __future__ import annotations from typing import TYPE_CHECKING -from qtpy.QtWidgets import QWidget, QPushButton, QVBoxLayout, QHBoxLayout, QLabel, QFileDialog, QLineEdit +from qtpy.QtWidgets import QPushButton, QVBoxLayout, QHBoxLayout, QLabel, QFileDialog, QLineEdit from qtpy.QtCore import Qt from dcp_client.gui.main_window import MainWindow From 1b7f007d23dd830d9c34721306b39a96d1275113 Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Tue, 23 Jan 2024 15:16:15 +0100 Subject: [PATCH 55/64] remove test file --- src/client/in_prog/coffee.png | Bin 448757 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 src/client/in_prog/coffee.png diff --git a/src/client/in_prog/coffee.png b/src/client/in_prog/coffee.png deleted file mode 100644 index 1341cf77856c9a60b58d9f3615e8964ba5b54c89..0000000000000000000000000000000000000000 GIT binary patch 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zq_7kTfX4l>R`BfEMW;WRFY2QN?maj@zuazD+g;P-1t-=Xzq|irKCP!5$JNKb`sKXR z|Mx$?A1AtO3^%inKK|PpO)-Cab(tG+yY;pdJnfm$@#tj^=kuL0(P5}h_f)}lQ`Y&K zHbnteNP!B>W|2?QIC9mUdwts<|LNhhnr-&RY2z81`e>YuyR;?!&8sF~ucNBEwU-|4 zr^zT7A{!IL$Yk!uceiK&iSBS9vG6Bi95t?)OubxaGXpArl3wO&$i> drmV!t{{wLg?bZ4ZrGo$f002ovPDHLkV1o7%*Pj3Y From cf9eca16f25d0d0b583e9d7582e0e2101bfa7e60 Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Tue, 23 Jan 2024 15:17:47 +0100 Subject: [PATCH 56/64] remove unecessary import --- src/client/test/test_welcome_window.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/client/test/test_welcome_window.py b/src/client/test/test_welcome_window.py index ddeab54..8b453ae 100644 --- a/src/client/test/test_welcome_window.py +++ b/src/client/test/test_welcome_window.py @@ -3,7 +3,7 @@ sys.path.append('../') from PyQt5.QtCore import Qt -from PyQt5.QtWidgets import QWidget, QMessageBox +from PyQt5.QtWidgets import QMessageBox from dcp_client.gui.welcome_window import WelcomeWindow from dcp_client.app import Application From feeda959bac2a0ab08ab86143d9d45f4544aadd6 Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Tue, 23 Jan 2024 15:18:51 +0100 Subject: [PATCH 57/64] removed uneeded import --- src/client/dcp_client/utils/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/client/dcp_client/utils/utils.py b/src/client/dcp_client/utils/utils.py index 77b6cf1..d32c75f 100644 --- a/src/client/dcp_client/utils/utils.py +++ b/src/client/dcp_client/utils/utils.py @@ -2,7 +2,7 @@ from PyQt5.QtCore import QSize from PyQt5.QtGui import QPixmap, QIcon import numpy as np -from skimage.feature import canny, peak_local_max +from skimage.feature import canny from skimage.morphology import closing, square from pathlib import Path, PurePath From 87713a475a029e23b7f52dab35ff3fc4638f313e Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Thu, 1 Feb 2024 16:58:16 +0100 Subject: [PATCH 58/64] major changes to way masks are updated, not yet tested --- src/client/dcp_client/gui/napari_window.py | 246 ++++++--------------- src/client/dcp_client/utils/utils.py | 79 ++++++- 2 files changed, 144 insertions(+), 181 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index bb702d6..1d0e6a1 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -5,12 +5,12 @@ from qtpy.QtCore import Qt import napari from dcp_client.utils.utils import Compute4Mask - +from copy import deepcopy if TYPE_CHECKING: from dcp_client.app import Application -from dcp_client.utils.utils import get_path_stem +from dcp_client.utils.utils import get_path_stem, check_equal_arrays from dcp_client.gui._my_widget import MyWidget class NapariWindow(MyWidget): @@ -35,60 +35,45 @@ def __init__(self, app: Application): for seg_file in self.app.seg_filepaths: self.viewer.add_labels(self.app.load_image(seg_file), name=get_path_stem(seg_file)) - self.changed = False - self.event_coords = None - self.active_mask_instance = None - main_window = self.viewer.window._qt_window - layout = QGridLayout() layout.addWidget(main_window, 0, 0, 1, 4) + # select the first seg as the currently selected layer if there are any segs if len(self.app.seg_filepaths): self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] + self.viewer.layers.selection.events.changed.connect(self.on_seg_channel_changed) + # set first mask as active by default + self.active_mask_index = 0 + self.viewer.dims.events.current_step.connect(self.axis_changed) + # get unique instance labels + self.original_instance_mask = deepcopy(self.layer.data[0]) + self.instances = Compute4Mask.get_unique_objects(self.original_instance_mask) + self.original_class_mask = deepcopy(self.layer.data[1]) + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] + + if self.layer.data.shape[0] >= 2: + # User hint + message_label = QLabel('Choose an active mask') + message_label.setAlignment(Qt.AlignRight) + layout.addWidget(message_label, 1, 0) + + # Drop list to choose which is an active mask + self.mask_choice_dropdown = QComboBox() + self.mask_choice_dropdown.setEnabled(False) + self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) + self.mask_choice_dropdown.addItem('Labels Mask', userData=1) + layout.addWidget(self.mask_choice_dropdown, 1, 1) + + # when user has chosen the mask, we don't want to change it anymore to avoid errors + lock_button = QPushButton("Confirm Final Choice") + lock_button.setEnabled(False) + lock_button.clicked.connect(self.set_active_mask) + + layout.addWidget(lock_button, 1, 2) else: - self.layer = self.viewer.layers[get_path_stem(self.app.cur_selected_img)] - self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] - - # set first mask as active by default - self.active_mask_index = 0 - - # unique labels - self.instances = Compute4Mask.get_unique_objects(self.layer.data[self.active_mask_index]) + self.layer = None - # for copying contours - self.instances_updated = set() - - # For each instance find the contours and set the color of it to 0 to be invisible - edges = Compute4Mask.find_edges(instance_mask=self.layer.data[0]) - self.layer.data = self.layer.data * (~edges).astype(int) - - self.layer.mouse_drag_callbacks.append(self.copy_mask_callback) - self.layer.events.set_data.connect(lambda event: self.copy_mask_callback(self.layer, event)) - - self.switch_to_active_mask() - - if self.layer.data.shape[0] >= 2: - # User hint - message_label = QLabel('Choose an active mask') - message_label.setAlignment(Qt.AlignRight) - layout.addWidget(message_label, 1, 0) - - # Drop list to choose which is an active mask - - self.mask_choice_dropdown = QComboBox() - self.mask_choice_dropdown.setEnabled(False) - self.mask_choice_dropdown.addItem('Instance Segmentation Mask', userData=0) - self.mask_choice_dropdown.addItem('Labels Mask', userData=1) - layout.addWidget(self.mask_choice_dropdown, 1, 1) - - # when user has chosen the mask, we don't want to change it anymore to avoid errors - lock_button = QPushButton("Confirm Final Choice") - lock_button.setEnabled(False) - lock_button.clicked.connect(self.set_active_mask) - - layout.addWidget(lock_button, 1, 2) - add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) add_to_inprogress_button.clicked.connect(self.on_add_to_inprogress_button_clicked) @@ -99,158 +84,73 @@ def __init__(self, app: Application): self.setLayout(layout) - def switch_controls(self, target_widget, status: bool): + def on_seg_channel_changed(self, event): """ - Enable or disable a specific widget. + Is triggered each time the user selects a different layer in the viewer. + """ + selected_layer_name = self.viewer.layers.selection.active.name + if type(self.viewer.layers[selected_layer_name]) == napari.layers.Image: pass + elif self.layer is not None: self.layer = self.viewer[selected_layer_name] - Parameters: - - target_widget (str): The name of the widget to be controlled within the QCtrl object. - - status (bool): If True, the widget will be enabled; if False, it will be disabled. - + def axis_changed(self, event): """ - try: - getattr(self.qctrl, target_widget).setEnabled(status) - except: - pass + Is triggered each time the user switches the viewer between the mask channels. At this point the class mask + needs to be updated according to the changes made tot the instance segmentation mask. + """ + self.active_mask_index = self.viewer.dims.current_step[0] + if self.layer is not None: masks = deepcopy(self.layer.data) + # if user has switched to the instance mask + if self.active_mask_index==0: + #if (self.layer is not None) and (not np.array_equal(masks[1], self.original_class_mask)): self.update_instance_mask(masks[0], masks[1]) + self.switch_to_instance_mask() + # else if user has switched to the class mask + elif self.active_mask_index==1: + if (self.layer is not None) and (not check_equal_arrays(masks[0], self.original_instance_mask)): self.update_labels_mask(masks[0], masks[1]) + self.switch_to_labels_mask() - def switch_to_active_mask(self): + def switch_to_instance_mask(self): """ Switch the application to the active mask mode by enabling 'paint_button', 'erase_button' and 'fill_button'. """ - self.switch_controls("paint_button", True) self.switch_controls("erase_button", True) self.switch_controls("fill_button", True) - self.active_mask = True - - def switch_to_non_active_mask(self): + def switch_to_labels_mask(self): """ Switch the application to non-active mask mode by enabling 'fill_button' and disabling 'paint_button' and 'erase_button'. """ - - self.instances = Compute4Mask.get_unique_objects(self.layer.data[self.active_mask_index]) - - + #self.viewer.mode="PAN_ZOOM" # TODO if eraser or paint is previousy selected you can still use it in class mask self.switch_controls("paint_button", False) self.switch_controls("erase_button", False) self.switch_controls("fill_button", True) - self.active_mask = False - - def set_active_mask(self): - """ - Sets the active mask index based on the drop down list, by default - instance segmentation mask is an active mask with index 0. - If the active mask index is 1, it switches to non-active mask mode. - """ - if self.active_mask_index == 1: - self.switch_to_non_active_mask() - - def save_click_coordinates(self,event_position): + def update_labels_mask(self, instance_mask, labels_mask): """ - Save coordinates of the rounded position of a click event. - Parameters: - - event_position (tuple): A tuple representing the position of the click event. - Returns: - - tuple: The saved click coordinates in the format (c, event_x, event_y). + If the instance mask has changed since the last switch between channels the class mask needs to be updated accordingly. """ + new_labels_mask = Compute4Mask.compute_new_labels_mask(labels_mask, instance_mask, self.original_instance_mask, self.instances) + contours_mask = Compute4Mask.get_contours(instance_mask) + instance_mask[contours_mask==1] = 0 + self.original_instance_mask = instance_mask + self.instances = Compute4Mask.get_unique_objects(self.original_instance_mask) + self.layer.data[1] = new_labels_mask + self.layer.refresh() - c, event_x, event_y = Compute4Mask.get_rounded_pos(event_position) - self.event_coords = (c, event_x, event_y) - return self.event_coords - - def switch_user_mask(self): - """ - Switch between active and non-active masks. - By default, the first mask is set as the active mask. - This function is useful when determining which buttons should be activated and - which should be locked - """ - if self.viewer.dims.current_step[0] == self.active_mask_index: - self.switch_to_active_mask() - else: - self.switch_to_non_active_mask() - - def get_position_label(self, source_mask, mask_fill=None): - """ - Retrieve the most common color label in the specified position or surrounding area. - """ - - c, event_x, event_y = self.event_coords - - if mask_fill is not None: - labels, counts = Compute4Mask.get_unique_counts_for_mask(source_mask, c, mask_fill) - else: - # When clicking, the mouse provides a continuous position. - # To identify the color placement, we examine nearby positions within one pixel [idx_x - 1, idx_x + 1] and [idx_y - 1, idx_y + 1]. - labels, counts = Compute4Mask.get_unique_counts_around_event(source_mask, c, event_x, event_y) - - # index of the most common color in the area around the click excluding 0 - idx = Compute4Mask.argmax(counts) - # the most common color in the area around the click - label = labels[idx] if idx is not None else 0 - - return label - - def update_source_mask(self, source_mask, mask_fill, c, label, label_seg): + def switch_controls(self, target_widget, status: bool): """ - Copy the color to the label mask. + Enable or disable a specific widget. Parameters: - - source_mask (numpy.ndarray): The original source mask to be updated. - - mask_fill (numpy.ndarray): Boolean mask indicating the area to be updated. - - c (int): Index of the active mask. - - label (int): The new color. - - label_seg (int): The existing color. - - If a new color is used, it is copied to a label mask; - otherwise, the existing color is copied from the label mask. - - """ - if not label in self.instances: - source_mask[abs(c - 1)][mask_fill] = label - else: - source_mask[abs(c - 1)][mask_fill] = label_seg - - return source_mask + - target_widget (str): The name of the widget to be controlled within the QCtrl object. + - status (bool): If True, the widget will be enabled; if False, it will be disabled. - - def copy_mask_callback(self, layer, event): - """ - Handles mouse press and set data events to copy masks based on the active mask index. - Parameters: - - layer: The layer object associated with the mask. - - event: The event triggering the callback. """ - - source_mask = layer.data - - if event.type == "mouse_press": - self.save_click_coordinates(event.position) - elif event.type == "set_data": - self.switch_user_mask() - if self.event_coords is not None: - c, _, _ = self.event_coords - if c == self.active_mask_index: - - # get the mask of the instance - label = self.get_position_label(source_mask) - mask_fill = source_mask[c] == label - # Find the color of the label mask at the given point - # Determine the most common color in the label mask - label_seg = self.get_position_label(source_mask, mask_fill=mask_fill) - - # If a new color is used, then it is copied to a label mask - # Otherwise, we copy the existing color from the label mask - self.update_source_mask(source_mask, mask_fill, c, label, label_seg) - - else: - # the only action to be applied to the instance mask is erasing. - mask_fill = source_mask[abs(c - 1)] == 0 - source_mask[c][mask_fill] = 0 - + try: + getattr(self.qctrl, target_widget).setEnabled(status) + except: + pass def on_add_to_curated_button_clicked(self): ''' diff --git a/src/client/dcp_client/utils/utils.py b/src/client/dcp_client/utils/utils.py index d32c75f..19c1fcf 100644 --- a/src/client/dcp_client/utils/utils.py +++ b/src/client/dcp_client/utils/utils.py @@ -4,6 +4,8 @@ import numpy as np from skimage.feature import canny from skimage.morphology import closing, square +from skimage.measure import find_contours +from skimage.draw import polygon_perimeter from pathlib import Path, PurePath import json @@ -53,19 +55,80 @@ def get_path_parent(filepath): return str(Path(filepath).parent) def join_path(root_dir, filepath): return str(Path(root_dir, filepath)) +def check_equal_arrays(array1, array2): + return np.array_equal(array1, array2) + class Compute4Mask: + @staticmethod + def get_contours(instance_mask): + ''' + Find contours of objects in the instance mask. + This function is used to identify the contours of the objects to prevent + the problem of the merged objects in napari window (mask). + + Parameters: + - instance_mask (numpy.ndarray): The instance mask array. + + Returns: + - contour_mask (numpy.ndarray): A binary mask where the contours of all objects in the instance segmentation mask are one and the rest is background. + ''' + labels = np.unique(instance_mask)[1:] # get object instance labels ignoring background + contour_mask= np.zeros_like(instance_mask) + for label in labels: + single_obj_mask = np.zeros_like(instance_mask) + single_obj_mask[instance_mask==label] = 1 + contours = find_contours(single_obj_mask, 0.8) + if len(contours)>1: + contour_sizes = [contour.shape[0] for contour in contours] + contour = contours[contour_sizes.index(max(contour_sizes))].astype(int) + else: contour = contours[0] + + rr, cc = polygon_perimeter(contour[:, 0], contour[:, 1], contour_mask.shape) + contour_mask[rr, cc] = 1 + return contour_mask + + @staticmethod + def compute_new_labels_mask(labels_mask, instance_mask, original_instance_mask, old_instances): + new_labels_mask = np.zeros_like(labels_mask) + for instance_id in np.unique(instance_mask): + where_instance = np.where(instance_mask==instance_id) + # if the label is background skip + if instance_id==0: continue + # if the label is a newly added object, add with the same id to the labels mask + # this is an indication to the user that this object needs to be assigned a class + elif instance_id not in old_instances: + new_labels_mask[where_instance] = instance_id + else: + where_instance_orig = np.where(original_instance_mask==instance_id) + # if the locations of the instance haven't changed, means object wasn't changed, do nothing + num_classes = np.unique(labels_mask[where_instance]) + # if area was erased and object retains same class + if len(num_classes)==1: + new_labels_mask[where_instance] = num_classes[0] + # area was added where there is background + else: + old_class_id = np.unique(labels_mask[where_instance_orig]) + #assert len(old_class_id)==1 + old_class_id = old_class_id[0] + new_labels_mask[where_instance] = old_class_id + + contours_mask = Compute4Mask.get_contours(instance_mask) + new_labels_mask[contours_mask==1] = 0 + return new_labels_mask + + ''' @staticmethod def get_unique_objects(active_mask): """ Get unique objects from the active mask. """ - return set(np.unique(active_mask)[1:]) + return list(np.unique(active_mask)[1:]) @staticmethod def find_edges(instance_mask, idx=None): - ''' + """ Find edges in the instance mask. This function is used to identify the edges of the objects to prevent problem of the merged objects in napari window (mask). @@ -76,7 +139,7 @@ def find_edges(instance_mask, idx=None): Returns: - numpy.ndarray: Array representing edges in the instance segmentation mask. - ''' + """ if idx is not None and not isinstance(idx, list): idx = [idx] @@ -109,21 +172,21 @@ def get_rounded_pos(event_position): @staticmethod def argmax (counts): - return np.argmax(counts) if len(counts) > 0 else None @staticmethod - def get_unique_counts_around_event(source_mask, c, event_x, event_y): + def get_unique_counts_around_event(source_mask, channel_id, event_x, event_y): """ Get unique counts around the specified event position in the source mask. """ - return np.unique(source_mask[c, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) + return np.unique(source_mask[channel_id, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) @staticmethod - def get_unique_counts_for_mask(source_mask, c, mask_fill): + def get_unique_counts_for_mask(source_mask, channel_id, mask_fill): """ Get unique counts for the specified mask in the source mask. """ - return np.unique(source_mask[abs(c - 1)][mask_fill], return_counts=True) + return np.unique(source_mask[abs(channel_id - 1)][mask_fill], return_counts=True) + ''' From 7b72c95927e7dcf0232a947f05c4aa7fda3f2b26 Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Fri, 2 Feb 2024 17:14:36 +0100 Subject: [PATCH 59/64] documentation, if class mask changes update instance, defautl to pan zoom mode, info on hover --- src/client/dcp_client/gui/napari_window.py | 74 +++++++++++---- src/client/dcp_client/utils/utils.py | 101 +++++++-------------- 2 files changed, 90 insertions(+), 85 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 1d0e6a1..18c7c80 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -41,7 +41,8 @@ def __init__(self, app: Application): # select the first seg as the currently selected layer if there are any segs if len(self.app.seg_filepaths): - self.layer = self.viewer.layers[get_path_stem(self.app.seg_filepaths[0])] + self.cur_selected_seg = self.viewer.layers.selection.active.name + self.layer = self.viewer.layers[self.cur_selected_seg] self.viewer.layers.selection.events.changed.connect(self.on_seg_channel_changed) # set first mask as active by default self.active_mask_index = 0 @@ -68,7 +69,7 @@ def __init__(self, app: Application): # when user has chosen the mask, we don't want to change it anymore to avoid errors lock_button = QPushButton("Confirm Final Choice") lock_button.setEnabled(False) - lock_button.clicked.connect(self.set_active_mask) + lock_button.clicked.connect(self.set_editable_mask) layout.addWidget(lock_button, 1, 2) else: @@ -84,13 +85,25 @@ def __init__(self, app: Application): self.setLayout(layout) + def set_editable_mask(self): + """ + This function is not implemented. In theory the use can choose between which mask to edit. + Currently painting and erasing is only possible on instance mask and in the class mask only + the class labels can be changed. + """ + pass + + def on_seg_channel_changed(self, event): """ Is triggered each time the user selects a different layer in the viewer. """ - selected_layer_name = self.viewer.layers.selection.active.name - if type(self.viewer.layers[selected_layer_name]) == napari.layers.Image: pass - elif self.layer is not None: self.layer = self.viewer[selected_layer_name] + try: + self.cur_selected_seg = self.viewer.layers.selection.active.name + if type(self.viewer.layers[self.cur_selected_seg]) == napari.layers.Image: pass + elif self.layer is not None: self.layer = self.viewer.layers[self.cur_selected_seg] + # this will happen when user changes the name of the labels layer + except ValueError: pass def axis_changed(self, event): """ @@ -98,14 +111,14 @@ def axis_changed(self, event): needs to be updated according to the changes made tot the instance segmentation mask. """ self.active_mask_index = self.viewer.dims.current_step[0] - if self.layer is not None: masks = deepcopy(self.layer.data) + masks = deepcopy(self.layer.data) # if user has switched to the instance mask if self.active_mask_index==0: - #if (self.layer is not None) and (not np.array_equal(masks[1], self.original_class_mask)): self.update_instance_mask(masks[0], masks[1]) + if not check_equal_arrays(masks[1], self.original_class_mask): self.update_instance_mask(masks[0], masks[1]) self.switch_to_instance_mask() # else if user has switched to the class mask elif self.active_mask_index==1: - if (self.layer is not None) and (not check_equal_arrays(masks[0], self.original_instance_mask)): self.update_labels_mask(masks[0], masks[1]) + if not check_equal_arrays(masks[0], self.original_instance_mask): self.update_labels_mask(masks[0], masks[1]) self.switch_to_labels_mask() def switch_to_instance_mask(self): @@ -121,14 +134,20 @@ def switch_to_labels_mask(self): """ Switch the application to non-active mask mode by enabling 'fill_button' and disabling 'paint_button' and 'erase_button'. """ - #self.viewer.mode="PAN_ZOOM" # TODO if eraser or paint is previousy selected you can still use it in class mask - self.switch_controls("paint_button", False) - self.switch_controls("erase_button", False) + self.viewer.layers[self.cur_selected_seg].mode = 'pan_zoom' + info_message_paint = "Painting objects is only possible in the instance layer for now." + info_message_erase = "Erasing objects is only possible in the instance layer for now." + self.switch_controls("paint_button", False, info_message_paint) + self.switch_controls("erase_button", False, info_message_erase) self.switch_controls("fill_button", True) def update_labels_mask(self, instance_mask, labels_mask): """ If the instance mask has changed since the last switch between channels the class mask needs to be updated accordingly. + + Parameters: + - instance_mask (numpy.ndarray): The updated instance mask, changed by the user. + - labels_mask (numpy.ndarray): The existing labels mask, which needs to be updated. """ new_labels_mask = Compute4Mask.compute_new_labels_mask(labels_mask, instance_mask, self.original_instance_mask, self.instances) contours_mask = Compute4Mask.get_contours(instance_mask) @@ -138,23 +157,38 @@ def update_labels_mask(self, instance_mask, labels_mask): self.layer.data[1] = new_labels_mask self.layer.refresh() - def switch_controls(self, target_widget, status: bool): + def update_instance_mask(self, instance_mask, labels_mask): + """ + If the labels mask has changed **only if an object has been removed** the instance mask is updated. + + Parameters: + - instance_mask (numpy.ndarray): The existing instance mask, which needs to be updated. + - labels_mask (numpy.ndarray): The updated labels mask, changed by the user. + """ + self.original_instance_mask = Compute4Mask.compute_new_instance_mask(labels_mask, instance_mask) + self.instances = Compute4Mask.get_unique_objects(self.original_instance_mask) + self.layer.data[0] = self.original_instance_mask + self.layer.refresh() + + def switch_controls(self, target_widget, status: bool, info_message=None): """ Enable or disable a specific widget. Parameters: - target_widget (str): The name of the widget to be controlled within the QCtrl object. - status (bool): If True, the widget will be enabled; if False, it will be disabled. - + - info_message (str or None): Optionally add an info message when hovering over some widget. """ try: getattr(self.qctrl, target_widget).setEnabled(status) + if info_message is not None: + getattr(self.qctrl, target_widget).setToolTip(info_message) except: pass def on_add_to_curated_button_clicked(self): ''' - Defines what happens when the button is clicked. + Defines what happens when the "Move to curated dataset folder" button is clicked. ''' if self.app.cur_selected_path == str(self.app.train_data_path): message_text = "Image is already in the \'Curated data\' folder and should not be changed again" @@ -165,7 +199,10 @@ def on_add_to_curated_button_clicked(self): cur_seg_selected = self.viewer.layers.selection.active.name # TODO if more than one item is selected this will break! if '_seg' not in cur_seg_selected: - message_text = "Please select the segmenation you wish to save from the layer list" + message_text = ( + "Please select the segmenation you wish to save from the layer list." + "The labels layer should have the same name as the image to which it corresponds, followed by _seg." + ) _ = self.create_warning_box(message_text, message_title="Warning") return @@ -186,7 +223,7 @@ def on_add_to_curated_button_clicked(self): def on_add_to_inprogress_button_clicked(self): ''' - Defines what happens when the button is clicked. + Defines what happens when the "Move to curation in progress folder" button is clicked. ''' # TODO: Do we allow this? What if they moved it by mistake? User can always manually move from their folders?) if self.app.cur_selected_path == str(self.app.train_data_path): @@ -198,7 +235,10 @@ def on_add_to_inprogress_button_clicked(self): cur_seg_selected = self.viewer.layers.selection.active.name # TODO if more than one item is selected this will break! if '_seg' not in cur_seg_selected: - message_text = "Please select the segmenation you wish to save from the layer list" + message_text = ( + "Please select the segmenation you wish to save from the layer list." + "The labels layer should have the same name as the image to which it corresponds, followed by _seg." + ) _ = self.create_warning_box(message_text, message_title="Warning") return diff --git a/src/client/dcp_client/utils/utils.py b/src/client/dcp_client/utils/utils.py index 19c1fcf..7579c2b 100644 --- a/src/client/dcp_client/utils/utils.py +++ b/src/client/dcp_client/utils/utils.py @@ -88,8 +88,39 @@ def get_contours(instance_mask): contour_mask[rr, cc] = 1 return contour_mask + @staticmethod + def compute_new_instance_mask(labels_mask, instance_mask): + ''' + Given an updated labels mask, update also the instance mask accordingly. So far the user can only remove an entire object in the labels mask view. + Therefore the instance mask can only change by entirely removing an object. + + Parameters: + - labels_mask (numpy.ndarray): The labels mask array, with changes made by the user. + - instance_mask (numpy.ndarray): The existing instance mask, which needs to be updated. + Returns: + - instance_mask (numpy.ndarray): The updated instance mask. + ''' + instance_ids = Compute4Mask.get_unique_objects(instance_mask) + for instance_id in instance_ids: + unique_items_in_class_mask = list(np.unique(labels_mask[instance_mask==instance_id])) + if len(unique_items_in_class_mask)==1 and unique_items_in_class_mask[0]==0: + instance_mask[instance_mask==instance_id] = 0 + return instance_mask + + @staticmethod def compute_new_labels_mask(labels_mask, instance_mask, original_instance_mask, old_instances): + ''' + Given the existing labels mask, the updated instance mask is used to update the labels mask. + + Parameters: + - labels_mask (numpy.ndarray): The existing labels mask, which needs to be updated. + - instance_mask (numpy.ndarray): The instance mask array, with changes made by the user. + - original_instance_mask (numpy.ndarray): The instance mask array, before the changes made by the user. + - old_instances (List): A list of the instance label ids in original_instance_mask. + Returns: + - new_labels_mask (numpy.ndarray): The new labels mask, with updated changes according to those the user has made in the instance mask. + ''' new_labels_mask = np.zeros_like(labels_mask) for instance_id in np.unique(instance_mask): where_instance = np.where(instance_mask==instance_id) @@ -116,77 +147,11 @@ def compute_new_labels_mask(labels_mask, instance_mask, original_instance_mask, contours_mask = Compute4Mask.get_contours(instance_mask) new_labels_mask[contours_mask==1] = 0 return new_labels_mask - - ''' + @staticmethod def get_unique_objects(active_mask): """ Get unique objects from the active mask. """ - return list(np.unique(active_mask)[1:]) - - @staticmethod - def find_edges(instance_mask, idx=None): - """ - Find edges in the instance mask. - This function is used to identify the edges of the objects to prevent - problem of the merged objects in napari window (mask). - - Parameters: - - instance_mask (numpy.ndarray): The instance mask array. - - idx (list, optional): Indices of specific labels to get contours. - - Returns: - - numpy.ndarray: Array representing edges in the instance segmentation mask. - """ - if idx is not None and not isinstance(idx, list): - idx = [idx] - - instances = np.unique(instance_mask)[1:] - edges = np.zeros_like(instance_mask).astype(int) - - if len(instances): - for i in instances: - if idx is None or i in idx: - - mask_instance = (instance_mask == i).astype(np.uint8) - - edge_mask = 255 * (canny(255 * (mask_instance)) > 0).astype(np.uint8) - edges = closing(edges, square(5)) - edges = edges + edge_mask - - # if masks are intersecting then we want to count it only once - edges = edges > 0 - - return edges - - @staticmethod - def get_rounded_pos(event_position): - """ - Get rounded position from the event position. - """ - - c, event_x, event_y = event_position - return int(c), int(np.round(event_x)), int(np.round(event_y)) - - @staticmethod - def argmax (counts): - return np.argmax(counts) if len(counts) > 0 else None - - @staticmethod - def get_unique_counts_around_event(source_mask, channel_id, event_x, event_y): - """ - Get unique counts around the specified event position in the source mask. - """ - return np.unique(source_mask[channel_id, event_x - 1: event_x + 2, event_y - 1: event_y + 2], return_counts=True) - - @staticmethod - def get_unique_counts_for_mask(source_mask, channel_id, mask_fill): - """ - Get unique counts for the specified mask in the source mask. - """ - return np.unique(source_mask[abs(channel_id - 1)][mask_fill], return_counts=True) - - ''' - + \ No newline at end of file From 4c7139c26a30c4a823741c48ccfe633b9897a86b Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Mon, 5 Feb 2024 10:53:29 +0100 Subject: [PATCH 60/64] added add contours funtion to also add border pixels --- src/client/dcp_client/gui/napari_window.py | 37 ++++++++++++++----- src/client/dcp_client/utils/utils.py | 42 +++++++++++++++++----- 2 files changed, 61 insertions(+), 18 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 18c7c80..6abe2c0 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -52,7 +52,10 @@ def __init__(self, app: Application): self.instances = Compute4Mask.get_unique_objects(self.original_instance_mask) self.original_class_mask = deepcopy(self.layer.data[1]) self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] - + # remove border from class mask + self.contours_mask = Compute4Mask.get_contours(self.original_instance_mask) + self.layer.data[1][self.contours_mask!=0] = 0 + if self.layer.data.shape[0] >= 2: # User hint message_label = QLabel('Choose an active mask') @@ -114,11 +117,14 @@ def axis_changed(self, event): masks = deepcopy(self.layer.data) # if user has switched to the instance mask if self.active_mask_index==0: - if not check_equal_arrays(masks[1], self.original_class_mask): self.update_instance_mask(masks[0], masks[1]) + class_mask_with_contours = Compute4Mask.add_contour(masks[1], masks[0], self.contours_mask) + if not check_equal_arrays(class_mask_with_contours.astype(bool), self.original_class_mask.astype(bool)): + self.update_instance_mask(masks[0], masks[1]) self.switch_to_instance_mask() # else if user has switched to the class mask elif self.active_mask_index==1: - if not check_equal_arrays(masks[0], self.original_instance_mask): self.update_labels_mask(masks[0], masks[1]) + if not check_equal_arrays(masks[0], self.original_instance_mask): + self.update_labels_mask(masks[0]) self.switch_to_labels_mask() def switch_to_instance_mask(self): @@ -141,7 +147,7 @@ def switch_to_labels_mask(self): self.switch_controls("erase_button", False, info_message_erase) self.switch_controls("fill_button", True) - def update_labels_mask(self, instance_mask, labels_mask): + def update_labels_mask(self, instance_mask): """ If the instance mask has changed since the last switch between channels the class mask needs to be updated accordingly. @@ -149,12 +155,19 @@ def update_labels_mask(self, instance_mask, labels_mask): - instance_mask (numpy.ndarray): The updated instance mask, changed by the user. - labels_mask (numpy.ndarray): The existing labels mask, which needs to be updated. """ - new_labels_mask = Compute4Mask.compute_new_labels_mask(labels_mask, instance_mask, self.original_instance_mask, self.instances) - contours_mask = Compute4Mask.get_contours(instance_mask) - instance_mask[contours_mask==1] = 0 + self.original_class_mask = Compute4Mask.compute_new_labels_mask(self.original_class_mask, + instance_mask, + self.original_instance_mask, + self.instances) + # update original instance mask and instances self.original_instance_mask = instance_mask self.instances = Compute4Mask.get_unique_objects(self.original_instance_mask) - self.layer.data[1] = new_labels_mask + # compute contours to remove from class mask visualisation + self.contours_mask = Compute4Mask.get_contours(instance_mask) + vis_labels_mask = deepcopy(self.original_class_mask) + vis_labels_mask[self.contours_mask!=0] = 0 + # update the viewer + self.layer.data[1] = vis_labels_mask self.layer.refresh() def update_instance_mask(self, instance_mask, labels_mask): @@ -165,8 +178,14 @@ def update_instance_mask(self, instance_mask, labels_mask): - instance_mask (numpy.ndarray): The existing instance mask, which needs to be updated. - labels_mask (numpy.ndarray): The updated labels mask, changed by the user. """ - self.original_instance_mask = Compute4Mask.compute_new_instance_mask(labels_mask, instance_mask) + # add contours back to labels mask + labels_mask = Compute4Mask.add_contour(labels_mask, instance_mask, self.contours_mask) + # and compute the updated instance mask + self.original_instance_mask = Compute4Mask.compute_new_instance_mask(labels_mask, + instance_mask) self.instances = Compute4Mask.get_unique_objects(self.original_instance_mask) + self.original_class_mask = labels_mask + # update the viewer self.layer.data[0] = self.original_instance_mask self.layer.refresh() diff --git a/src/client/dcp_client/utils/utils.py b/src/client/dcp_client/utils/utils.py index 7579c2b..51dc71a 100644 --- a/src/client/dcp_client/utils/utils.py +++ b/src/client/dcp_client/utils/utils.py @@ -73,21 +73,47 @@ def get_contours(instance_mask): Returns: - contour_mask (numpy.ndarray): A binary mask where the contours of all objects in the instance segmentation mask are one and the rest is background. ''' - labels = np.unique(instance_mask)[1:] # get object instance labels ignoring background + instance_ids = Compute4Mask.get_unique_objects(instance_mask) # get object instance labels ignoring background contour_mask= np.zeros_like(instance_mask) - for label in labels: + for instance_id in instance_ids: + # get a binary mask only of object single_obj_mask = np.zeros_like(instance_mask) - single_obj_mask[instance_mask==label] = 1 + single_obj_mask[instance_mask==instance_id] = 1 + # compute contours for mask contours = find_contours(single_obj_mask, 0.8) + # sometimes little dots appeas as additional contours so remove these if len(contours)>1: contour_sizes = [contour.shape[0] for contour in contours] contour = contours[contour_sizes.index(max(contour_sizes))].astype(int) else: contour = contours[0] - + # and draw onto contours mask rr, cc = polygon_perimeter(contour[:, 0], contour[:, 1], contour_mask.shape) - contour_mask[rr, cc] = 1 + contour_mask[rr, cc] = instance_id return contour_mask + @staticmethod + def add_contour(labels_mask, instance_mask, contours_mask): + ''' + Add contours of objects to the labels mask. + + Parameters: + - labels_mask (numpy.ndarray): The class mask array without the contour pixels annotated. + - instance_mask (numpy.ndarray): The instance mask array. + - contours_mask (numpy.ndarray): The contours mask array, where each contour holds the instance_id. + + Returns: + - labels_mask (numpy.ndarray): The updated class mask including contours. + ''' + instance_ids = Compute4Mask.get_unique_objects(instance_mask) + for instance_id in instance_ids: + where_instances = np.where(instance_mask==instance_id) + class_vals = Compute4Mask.get_unique_objects(labels_mask[where_instances]) + if len(class_vals)==0: continue + else: + labels_mask[np.where(contours_mask==instance_id)] = class_vals[-1] + return labels_mask + + @staticmethod def compute_new_instance_mask(labels_mask, instance_mask): ''' @@ -137,15 +163,13 @@ def compute_new_labels_mask(labels_mask, instance_mask, original_instance_mask, # if area was erased and object retains same class if len(num_classes)==1: new_labels_mask[where_instance] = num_classes[0] - # area was added where there is background + # area was added where there is background or other class else: old_class_id = np.unique(labels_mask[where_instance_orig]) #assert len(old_class_id)==1 old_class_id = old_class_id[0] new_labels_mask[where_instance] = old_class_id - - contours_mask = Compute4Mask.get_contours(instance_mask) - new_labels_mask[contours_mask==1] = 0 + return new_labels_mask @staticmethod From e035288ca4f04540a67b3334813e6775f3b985cc Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Thu, 8 Feb 2024 13:54:09 +0100 Subject: [PATCH 61/64] added support for multiple segs open --- src/client/dcp_client/gui/napari_window.py | 113 +++++++++++---------- 1 file changed, 60 insertions(+), 53 deletions(-) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 6abe2c0..20d1194 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -1,16 +1,14 @@ from __future__ import annotations -from typing import List, TYPE_CHECKING +from typing import TYPE_CHECKING +from copy import deepcopy from qtpy.QtWidgets import QPushButton, QComboBox, QLabel, QGridLayout from qtpy.QtCore import Qt import napari -from dcp_client.utils.utils import Compute4Mask -from copy import deepcopy if TYPE_CHECKING: from dcp_client.app import Application - -from dcp_client.utils.utils import get_path_stem, check_equal_arrays +from dcp_client.utils.utils import get_path_stem, check_equal_arrays, Compute4Mask from dcp_client.gui._my_widget import MyWidget class NapariWindow(MyWidget): @@ -28,11 +26,12 @@ def __init__(self, app: Application): # Load image and get corresponding segmentation filenames img = self.app.load_image() self.app.search_segs() + self.seg_files = self.app.seg_filepaths.copy() # Set the viewer self.viewer = napari.Viewer(show=False) self.viewer.add_image(img, name=get_path_stem(self.app.cur_selected_img)) - for seg_file in self.app.seg_filepaths: + for seg_file in self.seg_files: self.viewer.add_labels(self.app.load_image(seg_file), name=get_path_stem(seg_file)) main_window = self.viewer.window._qt_window @@ -40,21 +39,29 @@ def __init__(self, app: Application): layout.addWidget(main_window, 0, 0, 1, 4) # select the first seg as the currently selected layer if there are any segs - if len(self.app.seg_filepaths): + if len(self.seg_files): self.cur_selected_seg = self.viewer.layers.selection.active.name self.layer = self.viewer.layers[self.cur_selected_seg] self.viewer.layers.selection.events.changed.connect(self.on_seg_channel_changed) # set first mask as active by default self.active_mask_index = 0 self.viewer.dims.events.current_step.connect(self.axis_changed) - # get unique instance labels - self.original_instance_mask = deepcopy(self.layer.data[0]) - self.instances = Compute4Mask.get_unique_objects(self.original_instance_mask) - self.original_class_mask = deepcopy(self.layer.data[1]) + self.original_instance_mask = {} + self.original_class_mask = {} + self.instances = {} + self.contours_mask = {} + for seg_file in self.seg_files: + layer_name = get_path_stem(seg_file) + # get unique instance labels for each seg + self.original_instance_mask[layer_name] = deepcopy(self.viewer.layers[layer_name].data[0]) + self.original_class_mask[layer_name] = deepcopy(self.viewer.layers[layer_name].data[1]) + # compute unique instance ids + self.instances[layer_name] = Compute4Mask.get_unique_objects(self.original_instance_mask[layer_name]) + # remove border from class mask + self.contours_mask[layer_name] = Compute4Mask.get_contours(self.original_instance_mask[layer_name]) + self.viewer.layers[layer_name].data[1][self.contours_mask[layer_name]!=0] = 0 + self.qctrl = self.viewer.window.qt_viewer.controls.widgets[self.layer] - # remove border from class mask - self.contours_mask = Compute4Mask.get_contours(self.original_instance_mask) - self.layer.data[1][self.contours_mask!=0] = 0 if self.layer.data.shape[0] >= 2: # User hint @@ -77,11 +84,12 @@ def __init__(self, app: Application): layout.addWidget(lock_button, 1, 2) else: self.layer = None - + + # add buttons for moving images to other dirs add_to_inprogress_button = QPushButton('Move to \'Curatation in progress\' folder') layout.addWidget(add_to_inprogress_button, 2, 0, 1, 2) add_to_inprogress_button.clicked.connect(self.on_add_to_inprogress_button_clicked) - + add_to_curated_button = QPushButton('Move to \'Curated dataset\' folder') layout.addWidget(add_to_curated_button, 2, 2, 1, 2) add_to_curated_button.clicked.connect(self.on_add_to_curated_button_clicked) @@ -96,18 +104,18 @@ def set_editable_mask(self): """ pass - def on_seg_channel_changed(self, event): """ Is triggered each time the user selects a different layer in the viewer. """ - try: - self.cur_selected_seg = self.viewer.layers.selection.active.name + if (act := self.viewer.layers.selection.active) is not None: + # updater cur_selected_seg with the new selection from the user + self.cur_selected_seg = act.name if type(self.viewer.layers[self.cur_selected_seg]) == napari.layers.Image: pass - elif self.layer is not None: self.layer = self.viewer.layers[self.cur_selected_seg] - # this will happen when user changes the name of the labels layer - except ValueError: pass - + # set self.layer to new selection from user + elif self.layer is not None: self.layer = self.viewer.layers[self.cur_selected_seg] + else: pass + def axis_changed(self, event): """ Is triggered each time the user switches the viewer between the mask channels. At this point the class mask @@ -117,13 +125,13 @@ def axis_changed(self, event): masks = deepcopy(self.layer.data) # if user has switched to the instance mask if self.active_mask_index==0: - class_mask_with_contours = Compute4Mask.add_contour(masks[1], masks[0], self.contours_mask) - if not check_equal_arrays(class_mask_with_contours.astype(bool), self.original_class_mask.astype(bool)): + class_mask_with_contours = Compute4Mask.add_contour(masks[1], masks[0], self.contours_mask[self.cur_selected_seg]) + if not check_equal_arrays(class_mask_with_contours.astype(bool), self.original_class_mask[self.cur_selected_seg].astype(bool)): self.update_instance_mask(masks[0], masks[1]) self.switch_to_instance_mask() # else if user has switched to the class mask elif self.active_mask_index==1: - if not check_equal_arrays(masks[0], self.original_instance_mask): + if not check_equal_arrays(masks[0], self.original_instance_mask[self.cur_selected_seg]): self.update_labels_mask(masks[0]) self.switch_to_labels_mask() @@ -140,7 +148,8 @@ def switch_to_labels_mask(self): """ Switch the application to non-active mask mode by enabling 'fill_button' and disabling 'paint_button' and 'erase_button'. """ - self.viewer.layers[self.cur_selected_seg].mode = 'pan_zoom' + if self.cur_selected_seg in [layer.name for layer in self.viewer.layers]: + self.viewer.layers[self.cur_selected_seg].mode = 'pan_zoom' info_message_paint = "Painting objects is only possible in the instance layer for now." info_message_erase = "Erasing objects is only possible in the instance layer for now." self.switch_controls("paint_button", False, info_message_paint) @@ -155,17 +164,17 @@ def update_labels_mask(self, instance_mask): - instance_mask (numpy.ndarray): The updated instance mask, changed by the user. - labels_mask (numpy.ndarray): The existing labels mask, which needs to be updated. """ - self.original_class_mask = Compute4Mask.compute_new_labels_mask(self.original_class_mask, + self.original_class_mask[self.cur_selected_seg] = Compute4Mask.compute_new_labels_mask(self.original_class_mask[self.cur_selected_seg], instance_mask, - self.original_instance_mask, - self.instances) + self.original_instance_mask[self.cur_selected_seg], + self.instances[self.cur_selected_seg]) # update original instance mask and instances - self.original_instance_mask = instance_mask - self.instances = Compute4Mask.get_unique_objects(self.original_instance_mask) + self.original_instance_mask[self.cur_selected_seg] = instance_mask + self.instances[self.cur_selected_seg] = Compute4Mask.get_unique_objects(self.original_instance_mask[self.cur_selected_seg]) # compute contours to remove from class mask visualisation - self.contours_mask = Compute4Mask.get_contours(instance_mask) - vis_labels_mask = deepcopy(self.original_class_mask) - vis_labels_mask[self.contours_mask!=0] = 0 + self.contours_mask[self.cur_selected_seg] = Compute4Mask.get_contours(instance_mask) + vis_labels_mask = deepcopy(self.original_class_mask[self.cur_selected_seg]) + vis_labels_mask[self.contours_mask[self.cur_selected_seg]!=0] = 0 # update the viewer self.layer.data[1] = vis_labels_mask self.layer.refresh() @@ -179,14 +188,14 @@ def update_instance_mask(self, instance_mask, labels_mask): - labels_mask (numpy.ndarray): The updated labels mask, changed by the user. """ # add contours back to labels mask - labels_mask = Compute4Mask.add_contour(labels_mask, instance_mask, self.contours_mask) + labels_mask = Compute4Mask.add_contour(labels_mask, instance_mask, self.contours_mask[self.cur_selected_seg]) # and compute the updated instance mask - self.original_instance_mask = Compute4Mask.compute_new_instance_mask(labels_mask, + self.original_instance_mask[self.cur_selected_seg] = Compute4Mask.compute_new_instance_mask(labels_mask, instance_mask) - self.instances = Compute4Mask.get_unique_objects(self.original_instance_mask) - self.original_class_mask = labels_mask + self.instances[self.cur_selected_seg] = Compute4Mask.get_unique_objects(self.original_instance_mask[self.cur_selected_seg]) + self.original_class_mask[self.cur_selected_seg] = labels_mask # update the viewer - self.layer.data[0] = self.original_instance_mask + self.layer.data[0] = self.original_instance_mask[self.cur_selected_seg] self.layer.refresh() def switch_controls(self, target_widget, status: bool, info_message=None): @@ -215,26 +224,25 @@ def on_add_to_curated_button_clicked(self): return # take the name of the currently selected layer (by the user) - cur_seg_selected = self.viewer.layers.selection.active.name + seg_name_to_save = self.viewer.layers.selection.active.name # TODO if more than one item is selected this will break! - if '_seg' not in cur_seg_selected: + if '_seg' not in seg_name_to_save: message_text = ( "Please select the segmenation you wish to save from the layer list." "The labels layer should have the same name as the image to which it corresponds, followed by _seg." ) _ = self.create_warning_box(message_text, message_title="Warning") return - - seg = self.viewer.layers[cur_seg_selected].data # Move original image self.app.move_images(self.app.train_data_path) - + # Save the (changed) seg - self.app.save_image(self.app.train_data_path, cur_seg_selected+'.tiff', seg) + seg = self.viewer.layers[seg_name_to_save].data + self.app.save_image(self.app.train_data_path, seg_name_to_save+'.tiff', seg) # We remove seg from the current directory if it exists (both eval and inprogr allowed) - self.app.delete_images(self.app.seg_filepaths) + self.app.delete_images(self.seg_files) # TODO Create the Archive folder for the rest? Or move them as well? self.viewer.close() @@ -251,9 +259,9 @@ def on_add_to_inprogress_button_clicked(self): return # take the name of the currently selected layer (by the user) - cur_seg_selected = self.viewer.layers.selection.active.name + seg_name_to_save = self.viewer.layers.selection.active.name # TODO if more than one item is selected this will break! - if '_seg' not in cur_seg_selected: + if '_seg' not in seg_name_to_save: message_text = ( "Please select the segmenation you wish to save from the layer list." "The labels layer should have the same name as the image to which it corresponds, followed by _seg." @@ -263,11 +271,10 @@ def on_add_to_inprogress_button_clicked(self): # Move original image self.app.move_images(self.app.inprogr_data_path, move_segs=True) - # Save the (changed) seg - this will overwrite existing seg if seg name hasn't been changed in viewer - seg = self.viewer.layers[cur_seg_selected].data - self.app.save_image(self.app.inprogr_data_path, cur_seg_selected+'.tiff', seg) + seg = self.viewer.layers[seg_name_to_save].data + self.app.save_image(self.app.inprogr_data_path, seg_name_to_save+'.tiff', seg) self.viewer.close() self.close() - \ No newline at end of file + \ No newline at end of file From 11ba5d31ddb9b38e50ead799198f68c02035ad2e Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Thu, 8 Feb 2024 14:11:44 +0100 Subject: [PATCH 62/64] adding contours before saving images so no mismatch between pixels in two masks --- src/client/dcp_client/gui/napari_window.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 20d1194..f1f9846 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -239,6 +239,8 @@ def on_add_to_curated_button_clicked(self): # Save the (changed) seg seg = self.viewer.layers[seg_name_to_save].data + contours = Compute4Mask.get_contours(seg[0]) + seg[1] = Compute4Mask.add_contour(seg[1], seg[0], contours) self.app.save_image(self.app.train_data_path, seg_name_to_save+'.tiff', seg) # We remove seg from the current directory if it exists (both eval and inprogr allowed) @@ -273,6 +275,8 @@ def on_add_to_inprogress_button_clicked(self): self.app.move_images(self.app.inprogr_data_path, move_segs=True) # Save the (changed) seg - this will overwrite existing seg if seg name hasn't been changed in viewer seg = self.viewer.layers[seg_name_to_save].data + contours = Compute4Mask.get_contours(seg[0]) + seg[1] = Compute4Mask.add_contour(seg[1], seg[0], contours) self.app.save_image(self.app.inprogr_data_path, seg_name_to_save+'.tiff', seg) self.viewer.close() From 2078af0940ab7475d4aceb144146263688b079bc Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Thu, 8 Feb 2024 14:50:30 +0100 Subject: [PATCH 63/64] updated tests --- src/client/test/test_compute4mask.py | 59 +++++++++++++++++++++++++++ src/client/test/test_napari_window.py | 48 ---------------------- 2 files changed, 59 insertions(+), 48 deletions(-) create mode 100644 src/client/test/test_compute4mask.py diff --git a/src/client/test/test_compute4mask.py b/src/client/test/test_compute4mask.py new file mode 100644 index 0000000..b678ebc --- /dev/null +++ b/src/client/test/test_compute4mask.py @@ -0,0 +1,59 @@ +import numpy as np +import pytest +from dcp_client.utils.utils import Compute4Mask + +@pytest.fixture +def sample_data(): + instance_mask = np.array([[0, 1, 1, 1], + [0, 1, 1, 1], + [0, 1, 1, 1], + [2, 2, 0, 0], + [0, 0, 3, 3]]) + labels_mask = np.array([[0, 1, 1, 1], + [0, 1, 1, 1], + [0, 1, 1, 1], + [2, 2, 0, 0], + [0, 0, 1, 1]]) + return instance_mask, labels_mask + +def test_get_unique_objects(sample_data): + instance_mask, _ = sample_data + unique_objects = Compute4Mask.get_unique_objects(instance_mask) + assert unique_objects == [1, 2, 3] + +def test_get_contours(sample_data): + instance_mask, _ = sample_data + contour_mask = Compute4Mask.get_contours(instance_mask) + assert contour_mask.shape == instance_mask.shape + assert contour_mask[0,1] == 1 # randomly check a contour location is present + +def test_add_contour(sample_data): + instance_mask, labels_mask = sample_data + contours_mask = Compute4Mask.get_contours(instance_mask) + labels_mask_wo_contour = np.copy(labels_mask) + labels_mask_wo_contour[contours_mask!=0] = 0 + updated_labels_mask = Compute4Mask.add_contour(labels_mask_wo_contour, instance_mask, contours_mask) + assert np.array_equal(updated_labels_mask[:3], labels_mask[:3]) + +def test_compute_new_instance_mask(sample_data): + instance_mask, labels_mask = sample_data + labels_mask[labels_mask==1] = 0 + updated_instance_mask = Compute4Mask.compute_new_instance_mask(labels_mask, instance_mask) + assert list(np.unique(updated_instance_mask))==[0,2] + +def test_compute_new_labels_mask_obj_added(sample_data): + instance_mask, labels_mask = sample_data + original_instance_mask = np.copy(instance_mask) + instance_mask[0, 0] = 4 + old_instances = Compute4Mask.get_unique_objects(original_instance_mask) + new_labels_mask = Compute4Mask.compute_new_labels_mask(labels_mask, instance_mask, original_instance_mask, old_instances) + assert new_labels_mask[0,0]==4 + +def test_compute_new_labels_mask_obj_updated(sample_data): + instance_mask, labels_mask = sample_data + original_instance_mask = np.copy(instance_mask) + instance_mask[0] = 0 + old_instances = Compute4Mask.get_unique_objects(original_instance_mask) + new_labels_mask = Compute4Mask.compute_new_labels_mask(labels_mask, instance_mask, original_instance_mask, old_instances) + assert np.all(new_labels_mask[0])==0 + assert np.array_equal(new_labels_mask[1:], labels_mask[1:]) diff --git a/src/client/test/test_napari_window.py b/src/client/test/test_napari_window.py index e6e5186..61a7839 100644 --- a/src/client/test/test_napari_window.py +++ b/src/client/test/test_napari_window.py @@ -69,54 +69,6 @@ def test_napari_window_initialization(napari_window): assert napari_window.qctrl is not None assert napari_window.mask_choice_dropdown is not None -def test_switch_to_active_mask(napari_window): - napari_window.switch_to_active_mask() - assert napari_window.active_mask - -def test_switch_to_non_active_mask(napari_window): - napari_window.switch_to_non_active_mask() - assert napari_window.active_mask is False - -def test_set_active_mask(napari_window): - napari_window.active_mask_index = 0 - napari_window.set_active_mask() - assert napari_window.active_mask is True - - napari_window.active_mask_index = 1 - napari_window.set_active_mask() - assert napari_window.active_mask is False - - -def test_save_click_coordinates(napari_window): - - event_position = (0, 10, 20) - result = napari_window.save_click_coordinates(event_position) - assert result is not None - - -def test_switch_user_mask(napari_window): - - napari_window.switch_user_mask() - assert napari_window.active_mask is True - - -def test_get_position_label(napari_window): - napari_window.event_coords = (0, 10, 20) - result = napari_window.get_position_label(napari_window.layer.data) - assert result is not None - - -def test_update_source_mask_new_color(napari_window): - source_mask = np.zeros((1, 3, 3)) - mask_fill = np.ones((3, 3), dtype=bool) - c = 1 - label = 5 - label_seg = 10 - - result = napari_window.update_source_mask(source_mask, mask_fill, c, label, label_seg) - assert np.array_equal(result, 5*np.ones_like(result)) - - def test_on_add_to_curated_button_clicked(napari_window, monkeypatch): # Mock the create_warning_box method def mock_create_warning_box(message_text, message_title): From 8661eebc26a20b88122f7b42bc7bcf58934e4f46 Mon Sep 17 00:00:00 2001 From: Christina Bukas Date: Thu, 8 Feb 2024 16:26:12 +0100 Subject: [PATCH 64/64] install matplotlib in workflow file for tests to pass --- .github/workflows/test.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 255b0ac..3c45b11 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -49,6 +49,7 @@ jobs: pip install pytest-xvfb pip install coverage pip install -e ".[testing]" + pip install matplotlib working-directory: src/client - name: Install server dependencies (for communication tests)

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