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Fix GUI freeze when showing trajectory plots in Analyze Videos #3466
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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|
@@ -53,73 +53,40 @@ class AnalyzeVideos(DefaultTab): | |
| def __init__(self, root, parent, h1_description): | ||
| super().__init__(root, parent, h1_description) | ||
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|
||
| self._pending_plot_timer = QTimer(self) | ||
| self._pending_plot_timer.setSingleShot(True) | ||
| self._pending_plot_timer.setInterval(0) | ||
| self._pending_plot_timer.timeout.connect(self._show_pending_trajectory_plots) | ||
| self._pending_plot_options: AnalyzeVideosOptions | None = None | ||
| self._pending_plot_batches: list[tuple[str, list[Path]]] | None = None | ||
| self._analysis_failed = False | ||
| self._plot_options: AnalyzeVideosOptions | None = None | ||
| self._plotted_batches: list[tuple[str, list[Path]]] = [] | ||
|
|
||
| self._show_plots_timer = QTimer(self) | ||
| self._show_plots_timer.setSingleShot(True) | ||
| self._show_plots_timer.setInterval(0) | ||
| self._show_plots_timer.timeout.connect(self._show_plotted_batches) | ||
|
|
||
| self._set_page() | ||
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||
| @property | ||
| def files(self): | ||
| return self.video_selection_widget.files | ||
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||
| @Slot(object) | ||
| def _handle_analysis_error(self, _error): | ||
| self._analysis_failed = True | ||
| @Slot() | ||
| def _show_plotted_batches(self): | ||
| options = self._plot_options | ||
| if options is None or not options.show_trajectory_plots or not self._plotted_batches: | ||
| return | ||
|
|
||
| def _show_trajectory_plots_safely( | ||
| self, | ||
| options: AnalyzeVideosOptions, | ||
| batches: list[tuple[str, list[Path]]], | ||
| ): | ||
| try: | ||
| self._show_trajectory_plots(options, batches) | ||
| self._show_trajectory_plots(options, self._plotted_batches) | ||
| except Exception as error: | ||
| self.root.logger.error( | ||
| "Failed to display trajectory plots.", | ||
| exc_info=True, | ||
| ) | ||
| self.root.show_task_error(error) | ||
|
|
||
| def _clear_pending_trajectory_plots(self) -> None: | ||
| self._pending_plot_options = None | ||
| self._pending_plot_batches = None | ||
|
|
||
| @Slot() | ||
| def _show_pending_trajectory_plots(self): | ||
| options = self._pending_plot_options | ||
| batches = self._pending_plot_batches | ||
|
|
||
| self._clear_pending_trajectory_plots() | ||
|
|
||
| if options is None or batches is None: | ||
| return | ||
|
|
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| self._show_trajectory_plots_safely(options, batches) | ||
|
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||
| @Slot() | ||
| def _handle_analysis_finished(self): | ||
| should_show_plots = ( | ||
| not self._analysis_failed | ||
| and self._pending_plot_options is not None | ||
| and self._pending_plot_batches is not None | ||
| and self._pending_plot_options.plot_trajectories | ||
| and self._pending_plot_options.show_trajectory_plots | ||
| ) | ||
|
|
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| self._analysis_failed = False | ||
|
|
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| if should_show_plots: | ||
| self._pending_plot_timer.start() | ||
| else: | ||
| self._clear_pending_trajectory_plots() | ||
|
|
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| self.analyze_videos_btn.setEnabled(True) | ||
| self.root._progress_bar.hide() | ||
| self._show_plots_timer.start() | ||
|
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||
|
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||
| def _set_page(self): | ||
| self.main_layout.addWidget(_create_label_widget("Video Selection", "font:bold")) | ||
|
|
@@ -454,7 +421,9 @@ def _run_postprocessing_for_group( | |
| track_method=options.track_method, | ||
| ) | ||
|
|
||
| if options.plot_trajectories and not options.show_trajectory_plots: | ||
| if options.plot_trajectories: | ||
| # Matplotlib windows cannot open from this worker thread; they are | ||
| # shown from the GUI thread once analysis finishes. | ||
| deeplabcut.plot_trajectories( | ||
| options.config_path, | ||
| videos=videos, | ||
|
|
@@ -465,6 +434,7 @@ def _run_postprocessing_for_group( | |
| showfigures=False, | ||
|
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||
| track_method=options.track_method, | ||
| ) | ||
| self._plotted_batches.append((videotype, videos)) | ||
|
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| def _convert_outputs_to_csv_once_per_folder(self, batches: list[tuple[str, list[Path]]]): | ||
| folders = self._get_unique_video_parent_folders(batches) | ||
|
|
@@ -494,7 +464,7 @@ def _show_trajectory_plots( | |
| ) | ||
|
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|
Comment on lines
+455
to
+465
Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. The worker thread had already run This can be fixed in a follow-up PR (see #3578) |
||
| def analyze_videos(self): | ||
| self._pending_plot_timer.stop() | ||
| self._show_plots_timer.stop() | ||
|
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||
| options = self._collect_options() | ||
| batches = self._get_video_batches() | ||
|
|
@@ -512,22 +482,14 @@ def analyze_videos(self): | |
| cfg.default_track_method = options.track_method | ||
| cfg.to_yaml(self.root.config_path, overwrite=True, log_changes=True, mark_clean=True) | ||
|
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||
| self._pending_plot_options = options | ||
| self._pending_plot_batches = batches | ||
| self._analysis_failed = False | ||
| self._plot_options = options | ||
| self._plotted_batches = [] | ||
|
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||
| func = partial(self._run_pipeline, options, batches) | ||
|
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| self.worker, self.thread = move_to_separate_thread(func) | ||
|
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| self.worker.error.connect(self._handle_analysis_error) | ||
| self.worker.error.connect(self.root.show_task_error) | ||
|
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| self.worker.finished.connect( | ||
| self._handle_analysis_finished, | ||
| Qt.ConnectionType.QueuedConnection, | ||
| ) | ||
|
|
||
| self.worker.finished.connect(self._handle_analysis_finished) | ||
| self.thread.start() | ||
| self.analyze_videos_btn.setEnabled(False) | ||
| self.root._progress_bar.show() | ||
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,114 @@ | ||
| # | ||
| # DeepLabCut Toolbox (deeplabcut.org) | ||
| # © A. & M.W. Mathis Labs | ||
| # https://github.com/DeepLabCut/DeepLabCut | ||
| # | ||
| # Licensed under GNU Lesser General Public License v3.0 | ||
| # | ||
| """Tests for trajectory plotting in the Analyze Videos tab.""" | ||
|
|
||
| import logging | ||
| from pathlib import Path | ||
| from types import SimpleNamespace | ||
| from unittest.mock import MagicMock | ||
|
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||
| import pytest | ||
|
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||
| pytest.importorskip("PySide6") | ||
| pytest.importorskip("pytestqt") | ||
|
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| from PySide6 import QtCore, QtWidgets | ||
|
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| import deeplabcut.gui.tabs.analyze_videos as analyze_videos_tab | ||
| from deeplabcut.gui.components import DefaultTab | ||
| from deeplabcut.gui.tabs.analyze_videos import AnalyzeVideos, AnalyzeVideosOptions | ||
|
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| BATCHES = [(".avi", [Path("a.avi")]), (".mp4", [Path("b.mp4")])] | ||
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| class FakeRoot(QtCore.QObject): | ||
| """Minimal stand-in for MainWindow as seen by AnalyzeVideos.""" | ||
|
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||
| def __init__(self): | ||
| super().__init__() | ||
| self.logger = logging.getLogger(__name__) | ||
| self._progress_bar = MagicMock() | ||
| self.task_errors = [] | ||
|
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| def reload_project_config(self): | ||
| pass | ||
|
|
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| def show_task_error(self, error): | ||
| self.task_errors.append(error) | ||
|
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|
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| def _options(show_trajectory_plots: bool) -> AnalyzeVideosOptions: | ||
| return AnalyzeVideosOptions( | ||
| config_path="config.yaml", | ||
| shuffle=1, | ||
| save_as_csv=False, | ||
| filter_data=False, | ||
| plot_trajectories=True, | ||
| show_trajectory_plots=show_trajectory_plots, | ||
| displayed_bodyparts=(), | ||
| create_video_all_detections=False, | ||
| auto_track=False, | ||
| calibrate_assembly=False, | ||
| assemble_with_ID_only=False, | ||
| num_animals_in_videos=None, | ||
| cropping=None, | ||
| dynamic_cropping_params=(False, 0.5, 10), | ||
| track_method=None, | ||
| ) | ||
|
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|
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| @pytest.fixture | ||
| def plot_calls(monkeypatch): | ||
| """Fake DeepLabCut API where analysing the .mp4 batch fails; records plot calls.""" | ||
| calls = [] | ||
|
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||
| def analyze_videos(*args, video_extensions, **kwargs): | ||
| if video_extensions == ".mp4": | ||
| raise ValueError("synthetic analysis failure") | ||
|
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| def plot_trajectories(*args, video_extensions, showfigures, **kwargs): | ||
| calls.append((video_extensions, showfigures)) | ||
|
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| fake_api = SimpleNamespace(analyze_videos=analyze_videos, plot_trajectories=plot_trajectories) | ||
| monkeypatch.setattr(analyze_videos_tab, "deeplabcut", fake_api) | ||
| return calls | ||
|
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|
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| @pytest.fixture | ||
| def tab(qtbot, monkeypatch): | ||
| """An AnalyzeVideos tab without its widgets, which need a loaded project.""" | ||
| monkeypatch.setattr(DefaultTab, "_init_default_layout", lambda self: None) | ||
| monkeypatch.setattr(AnalyzeVideos, "_set_page", lambda self: None) | ||
|
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| tab = AnalyzeVideos(FakeRoot(), parent=None, h1_description="") | ||
| tab.analyze_videos_btn = QtWidgets.QPushButton() | ||
| tab.analyze_videos_btn.setEnabled(False) | ||
| qtbot.addWidget(tab) | ||
| return tab | ||
|
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|
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||
| def _run_failing_pipeline(tab, options): | ||
| tab._plot_options = options | ||
| with pytest.raises(RuntimeError, match="synthetic analysis failure"): | ||
| tab._run_pipeline(options, BATCHES) | ||
| tab._handle_analysis_finished() | ||
|
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|
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| def test_plots_of_successful_batches_are_saved_and_shown_after_later_failure(tab, plot_calls, qtbot): | ||
| _run_failing_pipeline(tab, _options(show_trajectory_plots=True)) | ||
|
|
||
| assert tab.analyze_videos_btn.isEnabled() | ||
| qtbot.waitUntil(lambda: len(plot_calls) == 2, timeout=1000) | ||
| assert plot_calls == [(".avi", False), (".avi", True)] | ||
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| def test_plots_are_saved_but_not_shown_when_display_is_off(tab, plot_calls, qtbot): | ||
| _run_failing_pipeline(tab, _options(show_trajectory_plots=False)) | ||
|
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| qtbot.wait(50) | ||
| assert plot_calls == [(".avi", False)] |
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