Performance app

[Josef-Haupt]

No description provided.

[Copilot]

Pull Request Overview

This PR upgrades the performance application by updating dependency requirements, refining GUI component APIs, and introducing new evaluation modules for data preprocessing, metric computation, and visualization. Key changes include:

• Updating pyproject.toml to include "scikit-learn" and "seaborn" as dependencies.
• Renaming and refactoring functions and UI widget configurations (e.g. removal of "elem_classes") across various GUI modules.
• Adding new modules under birdnet_analyzer/evaluation for preprocessing, core assessment, plotting, and metrics computation.

Reviewed Changes

Copilot reviewed 25 out of 26 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
pyproject.toml	Updated dependency list to support enhanced performance tracking.
birdnet_analyzer/gui/utils.py	Renamed function for clarity and added a new file save dialog helper.
birdnet_analyzer/gui/train.py	Removed the "elem_classes" property from a UI List widget.
birdnet_analyzer/gui/single_file.py	Removed the "elem_classes" property to standardize UI elements.
birdnet_analyzer/gui/settings.py	Added error-handling when updating state configuration.
birdnet_analyzer/gui/segments.py	Removed the "elem_classes" property from a widget.
birdnet_analyzer/gui/multi_file.py	Removed the "elem_classes" property and updated function calls.
birdnet_analyzer/gui/init.py	Imported the new evaluation module.
birdnet_analyzer/evaluation/*	Introduced new modules for data preprocessing, core performance assessment, plotting, and metrics.

Files not reviewed (1)

• birdnet_analyzer/lang/en.json: Language not supported

Comments suppressed due to low confidence (5)

birdnet_analyzer/gui/utils.py:111

• [nitpick] The function rename improves clarity; please ensure that its docstring is updated to reflect the new name.

def get_audio_files_and_durations(folder, max_files=None):

birdnet_analyzer/gui/train.py:201

• [nitpick] Verify that removing the 'elem_classes' property does not adversely affect the UI layout.

                    elem_classes="matrix-mh-200",

birdnet_analyzer/gui/single_file.py:207

• [nitpick] Confirm that the UI remains consistent after the removal of the 'elem_classes' property from this widget.

            elem_classes="matrix-mh-200",

birdnet_analyzer/gui/multi_file.py:97

• [nitpick] Ensure that the removal of 'elem_classes' from the multi-file grid does not negatively impact the widget's styling.

                    elem_classes="matrix-mh-200",

birdnet_analyzer/gui/segments.py:171

• [nitpick] Review the elimination of 'elem_classes' to confirm it aligns with the overall UI design requirements.

            elem_classes="matrix-mh-200",

[Copilot]

Pull Request Overview

This PR enhances the project’s performance analysis capabilities and cleans up UI components. Key changes include:

• Updates to dependency definitions and formatting in pyproject.toml.
• Refactoring of file-related utility functions (e.g. renaming get_files_and_durations to get_audio_files_and_durations and adding save_file_dialog) and minor UI adjustments.
• Introduction of new evaluation modules for data preprocessing, performance assessment, plotting, and metrics calculation.

Reviewed Changes

Copilot reviewed 35 out of 35 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
pyproject.toml	Reformatted dependency lists and added new dependencies
birdnet_analyzer/gui/utils.py	Renamed audio file function and added file save dialog
birdnet_analyzer/gui/train.py & single_file.py	Removed UI element styling parameters
birdnet_analyzer/gui/settings.py	Modified error handling in set_state
birdnet_analyzer/gui/segments.py & multi_file.py	Removed redundant UI class parameters and updated function calls
birdnet_analyzer/gui/init.py	Imported new evaluation module
birdnet_analyzer/evaluation/*	Introduced new modules for preprocessing, core assessment, plotting, and metrics

Comments suppressed due to low confidence (1)

birdnet_analyzer/evaluation/assessment/metrics.py:383

• Instead of checking exception messages via substring matching to handle AUROC computation errors, consider using more robust error handling (or catching specific exceptions) to improve maintainability and clarity.

except ValueError as e: