diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 26be946..219b2ad 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -9,8 +9,15 @@ jobs:
   deploy:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v3
-    - name: Build and publish to pypi
-      uses: JRubics/poetry-publish@v1.13
-      with:
-        pypi_token: ${{ secrets.PYPI_TOKEN }}
+      - uses: actions/checkout@v6
+
+      - name: Setup uv
+        uses: astral-sh/setup-uv@v7
+        with:
+          version: "latest"
+
+      - name: Build distribution
+        run: uv build
+
+      - name: Publish to PyPI
+        run: uv publish
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 8cf05d0..24c6f0d 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -6,9 +6,10 @@ name: PyTest
 on:
   # Triggers the workflow on push or pull request events but only for the "master" branch
   push:
-    branches: [ "master" ]
+    branches: [ "**" ]
   pull_request:
-    branches: [ "master" ]
+    branches: [ "**" ]
+    types: [ opened, synchronize, reopened ]
 
   # Allows you to run this workflow manually from the Actions tab
   workflow_dispatch:
@@ -17,13 +18,19 @@ jobs:
   test:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v3
-    - run: pipx install poetry
-    - uses: actions/setup-python@v4
-      with:
-        python-version: '3.8'
-        cache: 'poetry'
-    - run: poetry install --with test
-    - run: poetry run pytest
-      env:
-        QT_QPA_PLATFORM: "offscreen"
+      - uses: actions/checkout@v6
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
+        with:
+          enable-cache: true
+
+      - name: Set up Python
+        run: uv python install
+
+      - name: Install the project
+        run: uv sync --locked --all-extras --dev
+
+      - run: uv run pytest
+        env:
+          QT_QPA_PLATFORM: "offscreen"
diff --git a/.github/workflows/ruff.yaml b/.github/workflows/ruff.yaml
new file mode 100644
index 0000000..5f01353
--- /dev/null
+++ b/.github/workflows/ruff.yaml
@@ -0,0 +1,31 @@
+name: ruff
+
+on:
+  push:
+    branches: [ '**' ]
+  pull_request:
+    branches: [ '**' ]
+    types: [ opened, synchronize, reopened ]
+
+jobs:
+  type-check:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v6
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
+        with:
+          enable-cache: true
+
+      - name: Set up Python
+        run: uv python install
+
+      - name: Install the project
+        run: uv sync --locked --all-extras --dev
+
+      - name: Run Ruff
+        run: uvx ruff check --output-format=github .
+
+      - name: Run Ty
+        run: uvx ty check
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 621ca9d..e897222 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -1,22 +1,18 @@
-# Read the Docs configuration file
-# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
-
-# Required
 version: 2
 
-build:
-  os: ubuntu-22.04
-  tools:
-    python: "3.12"
-
-# Build documentation in the docs/ directory with Sphinx
 sphinx:
   configuration: docs/conf.py
 
-# Optionally build your docs in additional formats such as PDF and ePub
-formats: all
-
-# Optionally set the version of Python and requirements required to build your docs
-python:
-  install:
-    - requirements: docs/requirements.readthedocs.txt
+build:
+  os: ubuntu-24.04
+  tools:
+    python: "3.13"
+  jobs:
+    pre_create_environment:
+      - asdf plugin add uv
+      - asdf install uv latest
+      - asdf global uv latest
+    create_environment:
+      - uv venv "${READTHEDOCS_VIRTUALENV_PATH}"
+    install:
+      - UV_PROJECT_ENVIRONMENT="${READTHEDOCS_VIRTUALENV_PATH}" uv sync --frozen --group docs
diff --git a/CLAUDE.md b/CLAUDE.md
new file mode 100644
index 0000000..9c17a3e
--- /dev/null
+++ b/CLAUDE.md
@@ -0,0 +1,103 @@
+# CLAUDE.md
+
+This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
+
+## Project Overview
+
+Pylustrator is an interactive Python tool for reproducible figure creation in scientific publications. It provides a GUI integrated with Matplotlib that allows users to interactively drag/resize plot elements, adjust formatting, and automatically generate Python code that reproduces all modifications.
+
+## Build & Development Commands
+
+```bash
+# Install dependencies
+uv sync
+
+# Install with dev dependencies (includes ruff linter)
+uv sync --extra dev
+
+# Install with test dependencies
+uv sync --extra test
+
+# Run tests
+uv run pytest
+
+# Run tests in headless mode (required for CI/Linux)
+QT_QPA_PLATFORM=offscreen uv run pytest
+
+# Run a single test
+uv run pytest tests/test_axes.py::TestAxes::test_method_name
+
+# Lint with ruff
+uv run ruff check .
+
+# Build documentation
+uv sync --group docs
+uv run sphinx-build -b html docs docs/_build
+```
+
+## Architecture
+
+### Core Flow
+```
+pylustrator.start() → patches plt.figure/plt.show
+    ↓
+PlotWindow (Qt GUI) created for each figure
+    ↓
+DragManager handles interactions → Selection manages multi-element transforms
+    ↓
+ChangeTracker monitors modifications → generates Python code
+    ↓
+Code inserted into source file before plt.show()
+```
+
+### Key Modules
+
+| Module | Purpose |
+|--------|---------|
+| `QtGuiDrag.py` | Entry point; patches matplotlib, creates PlotWindow |
+| `change_tracker.py` | Tracks modifications, generates reproducible Python code, manages undo/redo |
+| `drag_helper.py` | Mouse interactions, object selection, grabber classes |
+| `snap.py` | Alignment snapping; `TargetWrapper` provides unified interface for matplotlib objects |
+| `QLinkableWidgets.py` | `Linkable` mixin binds Qt widgets to matplotlib artist properties bidirectionally |
+| `components/plot_layout.py` | Graphics scene/view management, DPI awareness |
+| `components/qitem_properties.py` | Property editor panel (largest component) |
+| `helper_functions.py` | Utility functions like `fig_text()`, `add_axes()`, `changeFigureSize()` |
+
+### Key Patterns
+
+1. **Matplotlib Monkey-Patching**: `initialize()` patches `plt.figure()` and `plt.show()` to create GUI windows
+
+2. **TargetWrapper**: Unified interface for all matplotlib artists in `snap.py`:
+   ```python
+   wrapper = TargetWrapper(matplotlib_artist)
+   position = wrapper.get_position()
+   wrapper.set_position([x, y, w, h])
+   ```
+
+3. **Linkable Mixin**: Qt widgets auto-sync with matplotlib properties in `QLinkableWidgets.py`
+
+4. **Stack Introspection**: `ChangeTracker` uses traceback to find where to insert generated code in source files
+
+5. **Special Attributes**: Objects use `_pylustrator_*` attributes for tracking:
+   - `_pylustrator_reference` - object creation location
+   - `_pylustrator_old_args` - initial property values
+   - `_pylustrator_cached_*` - property caching
+
+### Testing
+
+Tests use `BaseTest` class from `tests/base_test_class.py` with helpers:
+- `run_plot_script()` - creates and runs test figures
+- `move_element()` - simulates drag operations
+- `check_line_in_file()` - verifies generated code
+- `change_property2()` - tests property modifications
+
+## Dependencies & Compatibility
+
+- Python 3.9+
+- Matplotlib 2.0+ (branching for 3.6.0+ features)
+- PyQt5 5.6+ (with PyQt6/PySide6 support)
+- macOS Retina/DPI awareness is actively maintained
+
+## Current Development Focus
+
+The `fix_mac_display` branch addresses macOS display scaling with DPR (Device Pixel Ratio) awareness in `plot_layout.py`, `drag_helper.py`, and `snap.py`.
diff --git a/development/add_copyright_notice.py b/development/add_copyright_notice.py
index 95fff49..3b06576 100644
--- a/development/add_copyright_notice.py
+++ b/development/add_copyright_notice.py
@@ -12,15 +12,17 @@
         if file.endswith(".py"):
             print(file)
             full_filename = os.path.join(root, file)
-            with open(full_filename+".tmp", "w") as fp2:
+            with open(full_filename + ".tmp", "w") as fp2:
                 fp2.write(notice.format(file))
                 with open(full_filename, "r") as fp1:
                     start = False
                     for line in fp1.readlines():
-                        if not start and not (line.startswith("#") or line.strip() == ""):
+                        if not start and not (
+                            line.startswith("#") or line.strip() == ""
+                        ):
                             start = True
                         if start:
                             fp2.write(line)
                             continue
 
-            shutil.move(full_filename+".tmp", full_filename)
+            shutil.move(full_filename + ".tmp", full_filename)
diff --git a/development/raise_version_number.py b/development/raise_version_number.py
index 9d68fa3..144c440 100644
--- a/development/raise_version_number.py
+++ b/development/raise_version_number.py
@@ -33,23 +33,29 @@
 try:
     new_version = sys.argv[1]
 except IndexError:
-    print(f"ERROR: no new version number supplied. Current {package_name} version is {current_version}", file=sys.stderr)
+    print(
+        f"ERROR: no new version number supplied. Current {package_name} version is {current_version}",
+        file=sys.stderr,
+    )
     sys.exit(1)
 
 # check if new version name differs
 if current_version == new_version:
-    print(f"ERROR: new {package_name} version {new_version} is the same as old version {current_version}.", file=sys.stderr)
+    print(
+        f"ERROR: new {package_name} version {new_version} is the same as old version {current_version}.",
+        file=sys.stderr,
+    )
     sys.exit(1)
 
 print(f"setting {package_name} version number from {current_version} to {new_version}")
 
-files = ["setup.py", "meta.yaml", "docs/conf.py", package_name+"/__init__.py"]
+files = ["pyproject.toml", "meta.yaml", "docs/conf.py", package_name + "/__init__.py"]
 
 # Let's go
 for file in files:
     if replace_version(file, current_version, new_version):
         os.system(f"git add {file}")
-    
+
 # commit changes
-os.system("git commit -m \"set version to v%s\"" % new_version)
-os.system("git tag \"v%s\"" % new_version)
+os.system('git commit -m "set version to v%s"' % new_version)
+os.system('git tag "v%s"' % new_version)
diff --git a/development/release_tools.py b/development/release_tools.py
index 193d3a6..719238e 100644
--- a/development/release_tools.py
+++ b/development/release_tools.py
@@ -40,7 +40,7 @@ def replace_version(file, version_old, version_new):
 def get_setup_properties():
     path = Path(__file__).parent
     for i in range(3):
-        setup_file = path / "setup.py"
+        setup_file = path / "pyproject.toml"
         if setup_file.exists():
             os.chdir(setup_file.parent)
             with setup_file.open("r") as fp:
diff --git a/development/send_to_pypi.py b/development/send_to_pypi.py
deleted file mode 100644
index a27437d..0000000
--- a/development/send_to_pypi.py
+++ /dev/null
@@ -1,63 +0,0 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-# send_to_pypi.py
-
-# Copyright (c) 2016-2020, Richard Gerum
-#
-# This file is part of Pylustrator.
-#
-# Pylustrator is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-#
-# Pylustrator is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
-
-from __future__ import print_function, division
-import os
-import sys
-
-current_folder = os.getcwd()
-
-try:
-    # go to parent folder
-    os.chdir(os.path.join(os.path.dirname(__file__), ".."))
-
-    sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", "pylustrator"))
-    import pylustrator
-
-    current_version = pylustrator.__version__
-
-    from optparse import OptionParser
-
-    parser = OptionParser()
-    parser.add_option("-u", "--username", action="store", dest="username")
-    parser.add_option("-p", "--password", action="store", dest="password")
-    (options, args) = parser.parse_args()
-
-    # upgrade twine (used for uploading)
-    os.system("pip install twine --upgrade")
-
-    # pack clickpoints
-    os.system("python setup.py sdist")
-
-    # the command
-    command_string = "twine upload dist/pylustrator-%s.tar.gz" % current_version
-    # optionally add the username
-    if options.username:
-        command_string += " --username %s" % options.username
-    # optionally add the password
-    if options.password:
-        command_string += " --password %s" % options.password
-    # print the command string
-    print(command_string)
-    # and execute it
-    os.system(command_string)
-finally:
-    os.chdir(current_folder)
diff --git a/docs/conf.py b/docs/conf.py
index 3b7ed8a..05c4208 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -21,7 +21,6 @@
 
 import sys
 import os
-import shlex
 
 print(os.getcwd())
 
@@ -30,12 +29,13 @@
 # documentation root, use os.path.abspath to make it absolute, like shown here.
 sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
 
-import mock
+import mock  # noqa: E402
+
 # try to import the modules of the package and mock everything that is not found
 while True:
     try:
         # here are the modules that should be imported for the documentation
-        import pylustrator
+        import pylustrator  # noqa: F401
     # if an import error occurs
     except ImportError as err:
         # get the module name from the error message
@@ -51,46 +51,46 @@
 # -- General configuration ------------------------------------------------
 
 # If your documentation needs a minimal Sphinx version, state it here.
-#needs_sphinx = '1.0'
+# needs_sphinx = '1.0'
 
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
 extensions = [
-    'sphinx.ext.autodoc',
-    'sphinx.ext.napoleon',
-    'sphinx.ext.mathjax',
-    'sphinx.ext.viewcode',
-#    'nbsphinx',
+    "sphinx.ext.autodoc",
+    "sphinx.ext.napoleon",
+    "sphinx.ext.mathjax",
+    "sphinx.ext.viewcode",
+    #    'nbsphinx',
 ]
 
 # Add any paths that contain templates here, relative to this directory.
-templates_path = ['_templates']
+templates_path = ["_templates"]
 
 # The suffix(es) of source filenames.
 # You can specify multiple suffix as a list of string:
 # source_suffix = ['.rst', '.md']
-source_suffix = '.rst'
+source_suffix = ".rst"
 
 # The encoding of source files.
-#source_encoding = 'utf-8-sig'
+# source_encoding = 'utf-8-sig'
 
 # The master toctree document.
-master_doc = 'index'
+master_doc = "index"
 
 # General information about the project.
-project = u'pylustrator'
-copyright = u'2018, Richard Gerum'
-author = u'Richard Gerum'
+project = "pylustrator"
+copyright = "2018, Richard Gerum"
+author = "Richard Gerum"
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
 # built documents.
 #
 # The short X.Y version.
-version = '1.3.0'
+version = "1.3.0"
 # The full version, including alpha/beta/rc tags.
-release = '1.3.0'
+release = "1.3.0"
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
@@ -101,37 +101,37 @@
 
 # There are two options for replacing |today|: either, you set today to some
 # non-false value, then it is used:
-#today = ''
+# today = ''
 # Else, today_fmt is used as the format for a strftime call.
-#today_fmt = '%B %d, %Y'
+# today_fmt = '%B %d, %Y'
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
-exclude_patterns = ['_build']
+exclude_patterns = ["_build"]
 
 # The reST default role (used for this markup: `text`) to use for all
 # documents.
-#default_role = None
+# default_role = None
 
 # If true, '()' will be appended to :func: etc. cross-reference text.
-#add_function_parentheses = True
+# add_function_parentheses = True
 
 # If true, the current module name will be prepended to all description
 # unit titles (such as .. function::).
-#add_module_names = True
+# add_module_names = True
 
 # If true, sectionauthor and moduleauthor directives will be shown in the
 # output. They are ignored by default.
-#show_authors = False
+# show_authors = False
 
 # The name of the Pygments (syntax highlighting) style to use.
-pygments_style = 'sphinx'
+pygments_style = "sphinx"
 
 # A list of ignored prefixes for module index sorting.
-#modindex_common_prefix = []
+# modindex_common_prefix = []
 
 # If true, keep warnings as "system message" paragraphs in the built documents.
-#keep_warnings = False
+# keep_warnings = False
 
 # If true, `todo` and `todoList` produce output, else they produce nothing.
 todo_include_todos = False
@@ -141,161 +141,160 @@
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
-import sphinx_rtd_theme
+import sphinx_rtd_theme  # noqa: E402
 
 html_theme = "sphinx_rtd_theme"
 
 html_theme_path = [sphinx_rtd_theme.get_html_theme_path()]
-#html_theme = 'alabaster'
+# html_theme = 'alabaster'
 
 # Theme options are theme-specific and customize the look and feel of a theme
 # further.  For a list of options available for each theme, see the
 # documentation.
-#html_theme_options = {}
+# html_theme_options = {}
 
 # Add any paths that contain custom themes here, relative to this directory.
-#html_theme_path = []
+# html_theme_path = []
 
 # The name for this set of Sphinx documents.  If None, it defaults to
 # "<project> v<release> documentation".
-#html_title = None
+# html_title = None
 
 # A shorter title for the navigation bar.  Default is the same as html_title.
-#html_short_title = None
+# html_short_title = None
 
 # The name of an image file (relative to this directory) to place at the top
 # of the sidebar.
-#html_logo = None
+# html_logo = None
 
 # The name of an image file (within the static path) to use as favicon of the
 # docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
 # pixels large.
-#html_favicon = None
+# html_favicon = None
 
 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,
 # so a file named "default.css" will overwrite the builtin "default.css".
-#html_static_path = ['_static']
+# html_static_path = ['_static']
 
 # Add any extra paths that contain custom files (such as robots.txt or
 # .htaccess) here, relative to this directory. These files are copied
 # directly to the root of the documentation.
-#html_extra_path = []
+# html_extra_path = []
 
 # If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
 # using the given strftime format.
-#html_last_updated_fmt = '%b %d, %Y'
+# html_last_updated_fmt = '%b %d, %Y'
 
 # If true, SmartyPants will be used to convert quotes and dashes to
 # typographically correct entities.
-#html_use_smartypants = True
+# html_use_smartypants = True
 
 # Custom sidebar templates, maps document names to template names.
-#html_sidebars = {}
+# html_sidebars = {}
 
 # Additional templates that should be rendered to pages, maps page names to
 # template names.
-#html_additional_pages = {}
+# html_additional_pages = {}
 
 # If false, no module index is generated.
-#html_domain_indices = True
+# html_domain_indices = True
 
 # If false, no index is generated.
-#html_use_index = True
+# html_use_index = True
 
 # If true, the index is split into individual pages for each letter.
-#html_split_index = False
+# html_split_index = False
 
 # If true, links to the reST sources are added to the pages.
-#html_show_sourcelink = True
+# html_show_sourcelink = True
 
 # If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
-#html_show_sphinx = True
+# html_show_sphinx = True
 
 # If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
-#html_show_copyright = True
+# html_show_copyright = True
 
 # If true, an OpenSearch description file will be output, and all pages will
 # contain a <link> tag referring to it.  The value of this option must be the
 # base URL from which the finished HTML is served.
-#html_use_opensearch = ''
+# html_use_opensearch = ''
 
 # This is the file name suffix for HTML files (e.g. ".xhtml").
-#html_file_suffix = None
+# html_file_suffix = None
 
 # Language to be used for generating the HTML full-text search index.
 # Sphinx supports the following languages:
 #   'da', 'de', 'en', 'es', 'fi', 'fr', 'hu', 'it', 'ja'
 #   'nl', 'no', 'pt', 'ro', 'ru', 'sv', 'tr'
-#html_search_language = 'en'
+# html_search_language = 'en'
 
 # A dictionary with options for the search language support, empty by default.
 # Now only 'ja' uses this config value
-#html_search_options = {'type': 'default'}
+# html_search_options = {'type': 'default'}
 
 # The name of a javascript file (relative to the configuration directory) that
 # implements a search results scorer. If empty, the default will be used.
-#html_search_scorer = 'scorer.js'
+# html_search_scorer = 'scorer.js'
 
 # Output file base name for HTML help builder.
-htmlhelp_basename = 'pylustratordoc'
+htmlhelp_basename = "pylustratordoc"
 
 # -- Options for LaTeX output ---------------------------------------------
 
 latex_elements = {
-# The paper size ('letterpaper' or 'a4paper').
-#'papersize': 'letterpaper',
-
-# The font size ('10pt', '11pt' or '12pt').
-#'pointsize': '10pt',
-
-# Additional stuff for the LaTeX preamble.
-#'preamble': '',
-
-# Latex figure (float) alignment
-#'figure_align': 'htbp',
+    # The paper size ('letterpaper' or 'a4paper').
+    #'papersize': 'letterpaper',
+    # The font size ('10pt', '11pt' or '12pt').
+    #'pointsize': '10pt',
+    # Additional stuff for the LaTeX preamble.
+    #'preamble': '',
+    # Latex figure (float) alignment
+    #'figure_align': 'htbp',
 }
 
 # Grouping the document tree into LaTeX files. List of tuples
 # (source start file, target name, title,
 #  author, documentclass [howto, manual, or own class]).
 latex_documents = [
-  (master_doc, 'pylustrator.tex', u'pylustrator Documentation',
-   u'Richard Gerum', 'manual'),
+    (
+        master_doc,
+        "pylustrator.tex",
+        "pylustrator Documentation",
+        "Richard Gerum",
+        "manual",
+    ),
 ]
 
 # The name of an image file (relative to this directory) to place at the top of
 # the title page.
-#latex_logo = None
+# latex_logo = None
 
 # For "manual" documents, if this is true, then toplevel headings are parts,
 # not chapters.
-#latex_use_parts = False
+# latex_use_parts = False
 
 # If true, show page references after internal links.
-#latex_show_pagerefs = False
+# latex_show_pagerefs = False
 
 # If true, show URL addresses after external links.
-#latex_show_urls = False
+# latex_show_urls = False
 
 # Documents to append as an appendix to all manuals.
-#latex_appendices = []
+# latex_appendices = []
 
 # If false, no module index is generated.
-#latex_domain_indices = True
+# latex_domain_indices = True
 
 
 # -- Options for manual page output ---------------------------------------
 
 # One entry per manual page. List of tuples
 # (source start file, name, description, authors, manual section).
-man_pages = [
-    (master_doc, 'pylustrator', u'Pylustrator Documentation',
-     [author], 1)
-]
+man_pages = [(master_doc, "pylustrator", "Pylustrator Documentation", [author], 1)]
 
 # If true, show URL addresses after external links.
-#man_show_urls = False
+# man_show_urls = False
 
 
 # -- Options for Texinfo output -------------------------------------------
@@ -304,19 +303,25 @@
 # (source start file, target name, title, author,
 #  dir menu entry, description, category)
 texinfo_documents = [
-  (master_doc, 'pylustrator', u'Pylustrator Documentation',
-   author, 'pylustrator', 'One line description of project.',
-   'Miscellaneous'),
+    (
+        master_doc,
+        "pylustrator",
+        "Pylustrator Documentation",
+        author,
+        "pylustrator",
+        "One line description of project.",
+        "Miscellaneous",
+    ),
 ]
 
 # Documents to append as an appendix to all manuals.
-#texinfo_appendices = []
+# texinfo_appendices = []
 
 # If false, no module index is generated.
-#texinfo_domain_indices = True
+# texinfo_domain_indices = True
 
 # How to display URL addresses: 'footnote', 'no', or 'inline'.
-#texinfo_show_urls = 'footnote'
+# texinfo_show_urls = 'footnote'
 
 # If true, do not generate a @detailmenu in the "Top" node's menu.
-#texinfo_no_detailmenu = False
+# texinfo_no_detailmenu = False
diff --git a/docs/example_pylustrator.py b/docs/example_pylustrator.py
index 7712ce2..06b3c02 100644
--- a/docs/example_pylustrator.py
+++ b/docs/example_pylustrator.py
@@ -12,7 +12,7 @@
 np.random.seed(1)
 t = np.arange(0.0, 2, 0.001)
 y = 2 * np.sin(np.pi * t)
-a, b = np.random.normal(loc=(5., 3.), scale=(2., 4.), size=(100,2)).T
+a, b = np.random.normal(loc=(5.0, 3.0), scale=(2.0, 4.0), size=(100, 2)).T
 b += a
 
 plt.figure(1)
@@ -27,4 +27,10 @@
 plt.bar(1, np.mean(b))
 
 # show the plot in a pylustrator window
+#% start: automatic generated code from pylustrator
+plt.figure(1).ax_dict = {ax.get_label(): ax for ax in plt.figure(1).axes}
+import matplotlib as mpl
+getattr(plt.figure(1), '_pylustrator_init', lambda: ...)()
+plt.figure(1).axes[2].patches[0].set_facecolor("#008f00ff")
+#% end: automatic generated code from pylustrator
 plt.show()
diff --git a/docs/plot2.py b/docs/plot2.py
index fb3761c..9f3fd36 100644
--- a/docs/plot2.py
+++ b/docs/plot2.py
@@ -2,9 +2,7 @@
 import numpy as np
 
 np.random.seed(1)
-a, b = np.random.normal(loc=(5., 3.),
-                        scale=(2., 4.),
-                        size=(100, 2)).T
+a, b = np.random.normal(loc=(5.0, 3.0), scale=(2.0, 4.0), size=(100, 2)).T
 b += a
 
 plt.figure(0, (4, 4))
diff --git a/matplotlib-stubs/figure.pyi b/matplotlib-stubs/figure.pyi
new file mode 100644
index 0000000..ce8b786
--- /dev/null
+++ b/matplotlib-stubs/figure.pyi
@@ -0,0 +1,65 @@
+from matplotlib.figure import _AxesStack  # ty:ignore[unresolved-import]
+from matplotlib.axes import Axes
+from matplotlib.legend import Legend
+from matplotlib.patches import Patch
+
+from pylustrator.QtGuiDrag import PlotWindow
+from pylustrator.change_tracker import ChangeTracker
+from pylustrator.drag_helper import DragManager, GrabbableRectangleSelection
+from typing import Any, List, Callable, Tuple
+from matplotlib.text import Text
+from matplotlib.transforms import Transform
+
+
+class Figure:
+    window: PlotWindow
+    change_tracker: ChangeTracker
+    figure_dragger: DragManager
+    selection: GrabbableRectangleSelection
+    transFigure: Transform
+    get_size_inches: Callable[[], Tuple[float, float]]
+
+    def set_size_inches(
+            self, w: float, h: float, *args: Any, **kwargs: Any
+    ) -> None: ...
+
+    dpi: float
+    canvas: Any
+    figure: Any
+    bbox: Any
+    axes: List[Axes]
+    texts: List[Text]
+    patches: List[Patch]
+    legends: List[Legend]
+    subfigs: List[SubFigure]
+    number: int | float | str
+
+    def text(self, x: float, y: float, *args: Any, **kwargs: Any) -> Text: ...
+
+    def savefig(self, fname: Any, *args: Any, **kwargs: Any) -> None: ...
+
+    signals: Any
+    _pyl_graphics_scene_snapparent: Any
+    _axstack: _AxesStack
+    dpi_scale_trans: Any
+
+    def _make_key(self, ax: Axes) -> Any: ...
+
+    no_figure_dragger_selection_update: bool
+
+
+class SubFigure:
+    bbox: Any
+
+    axes: List[Axes]
+    texts: List[Text]
+    patches: List[Patch]
+    legends: List[Legend]
+    subfigs: List[SubFigure]
+
+    transFigure: Transform
+    transSubfigure: Transform
+
+    dpi_scale_trans: Any
+
+    _parent: Figure
diff --git a/matplotlib-stubs/matplotlib/__init__.pyi b/matplotlib-stubs/matplotlib/__init__.pyi
new file mode 100644
index 0000000..e69de29
diff --git a/matplotlib-stubs/matplotlib/text.pyi b/matplotlib-stubs/matplotlib/text.pyi
new file mode 100644
index 0000000..59a04c9
--- /dev/null
+++ b/matplotlib-stubs/matplotlib/text.pyi
@@ -0,0 +1,49 @@
+from typing import Any, Tuple
+
+
+class Text:
+    def get_fontname(self) -> str: ...
+
+    def set_fontname(self, name: str) -> None: ...
+
+    def get_fontweight(self) -> str: ...
+
+    def set_fontweight(self, weight: str) -> None: ...
+
+    def get_weight(self) -> str: ...
+
+    def set_weight(self, weight: str) -> None: ...
+
+    def get_fontstyle(self) -> str: ...
+
+    def set_fontstyle(self, style: str) -> None: ...
+
+    def get_style(self) -> str: ...
+
+    def set_style(self, style: str) -> None: ...
+
+    def get_fontsize(self) -> float: ...
+
+    def set_fontsize(self, size: float | int) -> None: ...
+
+    def get_horizontalalignment(self) -> str: ...
+
+    def set_horizontalalignment(self, align: str) -> None: ...
+
+    def get_ha(self) -> str: ...
+
+    def set_ha(self, align: str) -> None: ...
+
+    def get_va(self) -> str: ...
+
+    def set_color(self, color: Any) -> None: ...
+
+    def get_color(self) -> Any: ...
+
+    def get_text(self) -> str: ...
+
+    def get_rotation(self) -> float | str: ...
+
+    def get_position(self) -> Tuple[float, float]: ...
+
+    pad_offset: float
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 62ab811..0000000
--- a/poetry.lock
+++ /dev/null
@@ -1,975 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
-
-[[package]]
-name = "colorama"
-version = "0.4.6"
-description = "Cross-platform colored terminal text."
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-files = [
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-    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
-]
-
-[[package]]
-name = "contourpy"
-version = "1.3.0"
-description = "Python library for calculating contours of 2D quadrilateral grids"
-optional = false
-python-versions = ">=3.9"
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-
-[[package]]
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-]
-
-[package.dependencies]
-numpy = ">=1.22.4,<2.3"
-
-[package.extras]
-dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
-doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.12.0)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
-test = ["array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
-
-[[package]]
-name = "six"
-version = "1.16.0"
-description = "Python 2 and 3 compatibility utilities"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
-files = [
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-]
-
-[[package]]
-name = "tifffile"
-version = "2024.8.30"
-description = "Read and write TIFF files"
-optional = false
-python-versions = ">=3.9"
-files = [
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-
-[package.dependencies]
-numpy = "*"
-
-[package.extras]
-all = ["defusedxml", "fsspec", "imagecodecs (>=2023.8.12)", "lxml", "matplotlib", "zarr"]
-codecs = ["imagecodecs (>=2023.8.12)"]
-plot = ["matplotlib"]
-test = ["cmapfile", "czifile", "dask", "defusedxml", "fsspec", "imagecodecs", "lfdfiles", "lxml", "ndtiff", "oiffile", "psdtags", "pytest", "roifile", "xarray", "zarr"]
-xml = ["defusedxml", "lxml"]
-zarr = ["fsspec", "zarr"]
-
-[[package]]
-name = "tomli"
-version = "2.1.0"
-description = "A lil' TOML parser"
-optional = false
-python-versions = ">=3.8"
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-[[package]]
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-version = "3.21.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
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-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = ">=3.9"
-content-hash = "60414ee022fc5582e48c83a2d952b35a50000aed277af4b62a4c0cd77bf2ad0a"
diff --git a/pylustrator/QLinkableWidgets.py b/pylustrator/QLinkableWidgets.py
index 3b8ca21..ab91591 100644
--- a/pylustrator/QLinkableWidgets.py
+++ b/pylustrator/QLinkableWidgets.py
@@ -19,25 +19,39 @@
 # You should have received a copy of the GNU General Public License
 # along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
 
-from typing import Optional, Sequence
+from typing import TYPE_CHECKING, Optional, Sequence, Callable
 
 import matplotlib as mpl
 import matplotlib.pyplot as plt
-import matplotlib.transforms as transforms
 import numpy as np
 from matplotlib.artist import Artist
-from matplotlib.figure import Figure
 from matplotlib.text import Text
 from matplotlib.axes import Axes
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
+from matplotlib.figure import Figure
+from matplotlib.transforms import Transform
+
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
+    from PyQt5.QtCore import pyqtSignal as Signal
+else:
+    from qtpy import QtCore, QtGui, QtWidgets
+    from qtpy.QtCore import Signal
+from PyQt5.QtCore import pyqtBoundSignal
 from .helper_functions import main_figure
 
 
 class Linkable:
-    """ a class that automatically links a widget with the property of a matplotlib artist
-    """
+    """a class that automatically links a widget with the property of a matplotlib artist"""
+
+    editingFinished = Signal()
 
-    def link(self, property_name: str, signal: QtCore.Signal = None, condition: callable = None, direct: bool = False):
+    def link(
+            self,
+            property_name: str,
+            signal: pyqtBoundSignal | None = None,
+            condition: Optional[Callable] = None,
+            direct: bool = False,
+    ):
         self.element = None
         self.direct = direct
         self.property_name = property_name
@@ -63,21 +77,34 @@ def set(v):
             self.getLinkedProperty = get
             self.serializeLinkedProperty = lambda x: "." + property_name + " = %s" % x
         else:
+
             def set(v, v_list=None):
                 if v_list is None:
-                    v = [v]+[v]*len(main_figure(self.element).selection.targets)
+                    v = [v] + [v] * len(main_figure(self.element).selection.targets)
                 else:
                     v = v_list
 
                 # special treatment for the xylabels, as they are not directly the target objects
                 label_object = None
-                if isinstance(self.element, Text) and len(main_figure(self.element).selection.targets) and isinstance(main_figure(self.element).selection.targets[0].target, Axes):
+                if (
+                        isinstance(self.element, Text)
+                        and len(main_figure(self.element).selection.targets)
+                        and isinstance(
+                    main_figure(self.element).selection.targets[0].target, Axes
+                )
+                ):
                     for elm in main_figure(self.element).selection.targets:
                         elm = elm.target
-                        if self.element == getattr(getattr(elm, f"get_xaxis")(), "get_label")():
+                        if (
+                                self.element
+                                == getattr(getattr(elm, "get_xaxis")(), "get_label")()
+                        ):
                             label_object = "x"
                             break
-                        if self.element == getattr(getattr(elm, f"get_yaxis")(), "get_label")():
+                        if (
+                                self.element
+                                == getattr(getattr(elm, "get_yaxis")(), "get_label")()
+                        ):
                             label_object = "y"
                             break
 
@@ -89,12 +116,16 @@ def set(v, v_list=None):
                     elm = elm.target
                     # special treatment for the xylabels, as they are not directly the target objects
                     if label_object is not None:
-                        elm = getattr(getattr(elm, f"get_{label_object}axis")(), "get_label")()
+                        elm = getattr(
+                            getattr(elm, f"get_{label_object}axis")(), "get_label"
+                        )()
                     if elm != self.element:
                         try:
                             index += 1
-                            getattr(elm, "set_" + property_name, None)(v[index])
-                        except TypeError as err:
+                            getattr(elm, "set_" + property_name, lambda x: None)(
+                                v[index]
+                            )
+                        except TypeError:
                             pass
                         else:
                             elements.append(elm)
@@ -102,33 +133,69 @@ def set(v, v_list=None):
 
             def getAll():
                 label_object = None
-                if isinstance(self.element, Text) and len(main_figure(self.element).selection.targets) and isinstance(main_figure(self.element).selection.targets[0].target, Axes):
+                if (
+                        isinstance(self.element, Text)
+                        and len(main_figure(self.element).selection.targets)
+                        and isinstance(
+                    main_figure(self.element).selection.targets[0].target, Axes
+                )
+                ):
                     for elm in main_figure(self.element).selection.targets:
                         elm = elm.target
-                        if self.element == getattr(getattr(elm, f"get_xaxis")(), "get_label")():
+                        if (
+                                self.element
+                                == getattr(getattr(elm, "get_xaxis")(), "get_label")()
+                        ):
                             label_object = "x"
                             break
-                        if self.element == getattr(getattr(elm, f"get_yaxis")(), "get_label")():
+                        if (
+                                self.element
+                                == getattr(getattr(elm, "get_yaxis")(), "get_label")()
+                        ):
                             label_object = "y"
                             break
 
-                values = [(self.element, property_name, getattr(self.element, "get_" + property_name)())]
-                for index, elm in enumerate(main_figure(self.element).selection.targets):
+                values = [
+                    (
+                        self.element,
+                        property_name,
+                        getattr(self.element, "get_" + property_name)(),
+                    )
+                ]
+                for index, elm in enumerate(
+                        main_figure(self.element).selection.targets
+                ):
                     elm = elm.target
                     # special treatment for the xylabels, as they are not directly the target objects
                     if label_object is not None:
-                        elm = getattr(getattr(elm, f"get_{label_object}axis")(), "get_label")()
+                        elm = getattr(
+                            getattr(elm, f"get_{label_object}axis")(), "get_label"
+                        )()
                     if elm != self.element:
                         try:
-                            values.append([elm, property_name, getattr(elm, "get_" + property_name, None)()])
-                        except TypeError as err:
+                            values.append(
+                                [
+                                    elm,
+                                    property_name,
+                                    getattr(
+                                        elm, "get_" + property_name, lambda: None
+                                    )(),
+                                ]
+                            )
+                        except TypeError:
                             pass
                 return values
 
-            self.setLinkedProperty = set  # lambda text: getattr(self.element, "set_"+property_name)(text)
-            self.getLinkedProperty = lambda: getattr(self.element, "get_" + property_name)()
+            self.setLinkedProperty = (
+                set  # lambda text: getattr(self.element, "set_"+property_name)(text)
+            )
+            self.getLinkedProperty = lambda: getattr(
+                self.element, "get_" + property_name
+            )()
             self.getLinkedPropertyAll = getAll
-            self.serializeLinkedProperty = lambda x: ".set_" + property_name + "(%s)" % x
+            self.serializeLinkedProperty = (
+                lambda x: ".set_" + property_name + "(%s)" % x
+            )
 
         if condition is None:
             self.condition = lambda x: True
@@ -136,10 +203,11 @@ def getAll():
             self.condition = condition
 
         self.editingFinished.connect(self.updateLink)
-        signal.connect(self.setTarget)
+        if signal is not None:
+            signal.connect(self.setTarget)
 
     def setTarget(self, element: Artist):
-        """ set the target for the widget """
+        """set the target for the widget"""
         self.element = element
         try:
             self.set(self.getLinkedProperty())
@@ -149,8 +217,17 @@ def setTarget(self, element: Artist):
         else:
             self.show()
 
+    def setEnabled(self, enabled):
+        pass
+
+    def hide(self):
+        pass
+
+    def show(self):
+        pass
+
     def updateLink(self):
-        """ update the linked property """
+        """update the linked property"""
         old_value = self.getLinkedPropertyAll()
 
         try:
@@ -161,7 +238,7 @@ def updateLink(self):
         new_value = self.getLinkedPropertyAll()
 
         def save_change(element):
-            if isinstance(element, mpl.figure.Figure):
+            if isinstance(element, Figure):
                 fig = element
             else:
                 fig = main_figure(element)
@@ -169,19 +246,31 @@ def save_change(element):
             if isinstance(element, Text):
                 fig.change_tracker.addNewTextChange(element)
             else:
-                fig.change_tracker.addChange(element, self.serializeLinkedProperty(self.getSerialized()))
+                fig.change_tracker.addChange(
+                    element, self.serializeLinkedProperty(self.getSerialized(element))
+                )
+
+        if (
+                self.property_name == "xlim"
+                or self.property_name == "ylim"
+                or self.property_name == "xlabel"
+                or self.property_name == "ylabel"
+        ):
+            def save_change(element):
+                element.figure.change_tracker.addNewAxesChange(element)
 
         def undo():
             for elem, property_name, value in old_value:
-                getattr(elem, "set_" + property_name, None)(value)
+                getattr(elem, "set_" + property_name, lambda x: None)(value)
                 save_change(elem)
+
         def redo():
             for elem, property_name, value in new_value:
-                getattr(elem, "set_" + property_name, None)(value)
+                getattr(elem, "set_" + property_name, lambda x: None)(value)
                 save_change(elem)
 
         element = elements[0]
-        if isinstance(element, mpl.figure.Figure):
+        if isinstance(element, Figure):
             fig = element
         else:
             fig = main_figure(element)
@@ -192,24 +281,24 @@ def redo():
         main_figure(self.element).signals.figure_selection_property_changed.emit()
 
     def set(self, value):
-        """ set the value (to be overloaded) """
+        """set the value (to be overloaded)"""
         pass
 
     def get(self):
-        """ get the value """
+        """get the value"""
         return None
 
-    def getSerialized(self):
-        """ serialize the value for saving as a command """
+    def getSerialized(self, element):
+        """serialize the value for saving as a command"""
         return ""
 
 
 class FreeNumberInput(QtWidgets.QLineEdit):
     send_signal = True
-    valueChanged = QtCore.Signal(float)
+    valueChanged = Signal(float)
 
     def __init__(self):
-        """ Like a QSpinBox for number import, but without min or max range or a fixed resolution.
+        """Like a QSpinBox for number import, but without min or max range or a fixed resolution.
         Especially important for the limits of logarithmic plots.
 
         Attributes:
@@ -218,11 +307,11 @@ def __init__(self):
             valueChanged : a signal that is emitted when the value is changed by the user
         """
         QtWidgets.QLineEdit.__init__(self)
-        #self.setMaximumWidth(50)
+        # self.setMaximumWidth(50)
         self.textChanged.connect(self.emitValueChanged)
 
     def emitValueChanged(self):
-        """ connected to the textChanged signal """
+        """connected to the textChanged signal"""
         if self.send_signal:
             try:
                 value = self.value()
@@ -233,7 +322,7 @@ def emitValueChanged(self):
                 pass
 
     def value(self) -> Optional[float]:
-        """ return the value of the input field """
+        """return the value of the input field"""
         try:
             return float(self.text())
         except ValueError:
@@ -243,7 +332,7 @@ def value(self) -> Optional[float]:
                 return None
 
     def setValue(self, value: float):
-        """ set the value of the input field """
+        """set the value of the input field"""
         self.send_signal = False
         try:
             self.setText(str(value))
@@ -253,14 +342,21 @@ def setValue(self, value: float):
 
 
 class DimensionsWidget(QtWidgets.QWidget, Linkable):
-    valueChanged = QtCore.Signal(tuple)
-    valueChangedX = QtCore.Signal(float)
-    valueChangedY = QtCore.Signal(float)
+    valueChanged = Signal(tuple)
+    valueChangedX = Signal(float)
+    valueChangedY = Signal(float)
     transform = None
     noSignal = False
 
-    def __init__(self, layout: QtWidgets.QLayout, text: str, join: str, unit: str, free: bool = False):
-        """ a widget that lets the user input a pair of dimensions (e.g. widh and height)
+    def __init__(
+            self,
+            layout: QtWidgets.QLayout,
+            text: str,
+            join: str,
+            unit: str,
+            free: bool = False,
+    ):
+        """a widget that lets the user input a pair of dimensions (e.g. widh and height)
 
         Args:
             layout: the layout to which to add the widget
@@ -271,10 +367,10 @@ def __init__(self, layout: QtWidgets.QLayout, text: str, join: str, unit: str, f
         """
         QtWidgets.QWidget.__init__(self)
         layout.addWidget(self)
-        self.layout = QtWidgets.QHBoxLayout(self)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
         self.text = QtWidgets.QLabel(text)
-        self.layout.addWidget(self.text)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main.addWidget(self.text)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         if free:
             self.input1 = FreeNumberInput()
@@ -286,11 +382,11 @@ def __init__(self, layout: QtWidgets.QLayout, text: str, join: str, unit: str, f
             self.input1.setMinimum(-99999)
             self.input1.setMaximumWidth(100)
         self.input1.valueChanged.connect(self.onValueChangedX)
-        self.layout.addWidget(self.input1)
+        self.layout_main.addWidget(self.input1)
 
         self.text2 = QtWidgets.QLabel(join)
         self.text2.setMaximumWidth(self.text2.fontMetrics().width(join))
-        self.layout.addWidget(self.text2)
+        self.layout_main.addWidget(self.text2)
 
         if free:
             self.input2 = FreeNumberInput()
@@ -302,42 +398,42 @@ def __init__(self, layout: QtWidgets.QLayout, text: str, join: str, unit: str, f
             self.input2.setMinimum(-99999)
             self.input2.setMaximumWidth(100)
         self.input2.valueChanged.connect(self.onValueChangedY)
-        self.layout.addWidget(self.input2)
+        self.layout_main.addWidget(self.input2)
 
         self.editingFinished = self.valueChanged
 
     def setLabel(self, text: str):
-        """ set the text of the label """
+        """set the text of the label"""
         self.text.setText(text)
 
     def setUnit(self, unit: str):
-        """ Sets the text for the unit for the values """
+        """Sets the text for the unit for the values"""
         self.input1.setSuffix(" " + unit)
         self.input2.setSuffix(" " + unit)
 
-    def setTransform(self, transform: mpl.transforms.Transform):
-        """ set the transform for the units """
+    def setTransform(self, transform: Transform):
+        """set the transform for the units"""
         self.transform = transform
 
     def onValueChangedX(self):
-        """ called when the value was changed -> emit the value changed signal """
+        """called when the value was changed -> emit the value changed signal"""
         if not self.noSignal:
             self.valueChangedX.emit(self.value()[0])
             self.valueChanged.emit(tuple(self.value()))
 
     def onValueChangedY(self):
-        """ called when the value was changed -> emit the value changed signal """
+        """called when the value was changed -> emit the value changed signal"""
         if not self.noSignal:
             self.valueChangedY.emit(self.value()[1])
             self.valueChanged.emit(tuple(self.value()))
 
     def onValueChanged(self):
-        """ called when the value was changed -> emit the value changed signal """
+        """called when the value was changed -> emit the value changed signal"""
         if not self.noSignal:
             self.valueChanged.emit(tuple(self.value()))
 
     def setValue(self, values: tuple, signal=False):
-        """ set the two values """
+        """set the two values"""
         self.noSignal = True
         if self.transform:
             values = self.transform.transform(values)
@@ -348,32 +444,42 @@ def setValue(self, values: tuple, signal=False):
             self.onValueChanged()
 
     def value(self):
-        """ get the value """
+        """get the value"""
         tuple = (self.input1.value(), self.input2.value())
         if self.transform:
             tuple = self.transform.inverted().transform(tuple)
         return tuple
 
     def get(self) -> tuple:
-        """ get the value (used for the Linkable parent class) """
+        """get the value (used for the Linkable parent class)"""
         return self.value()
 
     def set(self, value: tuple):
-        """ set both values (used for the Linkable parent class) """
+        """set both values (used for the Linkable parent class)"""
         self.setValue(value)
 
-    def getSerialized(self) -> str:
-        """ serialize the values """
+    def getSerialized(self, element) -> str:
+        """serialize the values"""
+        return ", ".join(
+            [str(i) for i in getattr(element, f"get_{self.property_name}")()]
+        )
         return ", ".join([str(i) for i in self.get()])
 
 
 class TextWidget(QtWidgets.QWidget, Linkable):
-    editingFinished = QtCore.Signal()
+    editingFinished = Signal()
     noSignal = False
     last_text = None
 
-    def __init__(self, layout: QtWidgets.QLayout, text: str, multiline: bool = False, horizontal: bool = True, allow_literal_decoding=False):
-        """ a text input widget with a label.
+    def __init__(
+            self,
+            layout: QtWidgets.QLayout,
+            text: str,
+            multiline: bool = False,
+            horizontal: bool = True,
+            allow_literal_decoding=False,
+    ):
+        """a text input widget with a label.
 
         Args:
             layout: the layout to which to add the widget
@@ -385,12 +491,14 @@ def __init__(self, layout: QtWidgets.QLayout, text: str, multiline: bool = False
         layout.addWidget(self)
         self.allow_literal_decoding = allow_literal_decoding
         if horizontal:
-            self.layout = QtWidgets.QHBoxLayout(self)
+            layout_obj = QtWidgets.QHBoxLayout(self)
         else:
-            self.layout = QtWidgets.QVBoxLayout(self)
+            layout_obj = QtWidgets.QVBoxLayout(self)
+        self.setLayout(layout_obj)
+        self.layout_main = layout_obj
         self.label = QtWidgets.QLabel(text)
-        self.layout.addWidget(self.label)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main.addWidget(self.label)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.multiline = multiline
         if multiline:
@@ -400,19 +508,19 @@ def __init__(self, layout: QtWidgets.QLayout, text: str, multiline: bool = False
         else:
             self.input1 = QtWidgets.QLineEdit()
             self.input1.editingFinished.connect(self.valueChangeEvent)
-        self.layout.addWidget(self.input1)
+        self.layout_main.addWidget(self.input1)
 
     def valueChangeEvent(self):
-        """ an event that is triggered when the text in the input field is changed """
+        """an event that is triggered when the text in the input field is changed"""
         if not self.noSignal and self.input1.text() != self.last_text:
             self.editingFinished.emit()
 
     def setLabel(self, text: str):
-        """ set the text of the label """
+        """set the text of the label"""
         self.label.setLabel(text)
 
     def setText(self, text: str, signal=False):
-        """ set contents of the text input widget """
+        """set contents of the text input widget"""
         self.noSignal = True
         text = text.replace("\n", "\\n")
         self.last_text = text
@@ -425,12 +533,13 @@ def setText(self, text: str, signal=False):
             self.editingFinished.emit()
 
     def text(self) -> str:
-        """ return the text """
+        """return the text"""
         text = self.input1.text()
         return text.replace("\\n", "\n")
 
     def get(self) -> str:
         import ast
+
         """ get the value (used for the Linkable parent class) """
         if self.allow_literal_decoding:
             try:
@@ -440,19 +549,26 @@ def get(self) -> str:
         return self.text()
 
     def set(self, value: str):
-        """ set the value (used for the Linkable parent class) """
+        """set the value (used for the Linkable parent class)"""
         self.setText(str(value))
 
-    def getSerialized(self) -> str:
-        """ serialize the value (used for the Linkable parent class) """
-        return "\"" + str(self.get()) + "\""
+    def getSerialized(self, element) -> str:
+        """serialize the value (used for the Linkable parent class)"""
+        return '"' + str(self.get()) + '"'
+
 
 class NumberWidget(QtWidgets.QWidget, Linkable):
-    editingFinished = QtCore.Signal()
+    editingFinished = Signal()
     noSignal = False
 
-    def __init__(self, layout: QtWidgets.QLayout, text: str, min: float = None, use_float: bool = True):
-        """ A spin box with a label next to it.
+    def __init__(
+            self,
+            layout: QtWidgets.QLayout,
+            text: str,
+            min: float | None = None,
+            use_float: bool = True,
+    ):
+        """A spin box with a label next to it.
 
         Args:
             layout: the layout to which to add the widget
@@ -462,10 +578,10 @@ def __init__(self, layout: QtWidgets.QLayout, text: str, min: float = None, use_
         """
         QtWidgets.QWidget.__init__(self)
         layout.addWidget(self)
-        self.layout = QtWidgets.QHBoxLayout(self)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
         self.label = QtWidgets.QLabel(text)
-        self.layout.addWidget(self.label)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main.addWidget(self.label)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.type = float if use_float else int
         if use_float is False:
@@ -475,19 +591,19 @@ def __init__(self, layout: QtWidgets.QLayout, text: str, min: float = None, use_
         if min is not None:
             self.input1.setMinimum(min)
         self.input1.valueChanged.connect(self.valueChangeEvent)
-        self.layout.addWidget(self.input1)
+        self.layout_main.addWidget(self.input1)
 
     def valueChangeEvent(self):
-        """ when the value of the spin box changes """
+        """when the value of the spin box changes"""
         if not self.noSignal:
             self.editingFinished.emit()
 
     def setLabel(self, text: str):
-        """ set the text label """
+        """set the text label"""
         self.label.setLabel(text)
 
     def setValue(self, text: float, signal=False):
-        """ set the value of the spin box """
+        """set the value of the spin box"""
         self.noSignal = True
         self.input1.setValue(text)
         self.noSignal = False
@@ -495,29 +611,29 @@ def setValue(self, text: float, signal=False):
             self.editingFinished.emit()
 
     def value(self) -> float:
-        """ get the value of the spin box """
+        """get the value of the spin box"""
         text = self.input1.value()
         return text
 
     def get(self) -> float:
-        """ get the value (used for the Linkable parent class) """
+        """get the value (used for the Linkable parent class)"""
         return self.value()
 
     def set(self, value: float):
-        """ set the value (used for the Linkable parent class) """
+        """set the value (used for the Linkable parent class)"""
         self.setValue(value)
 
-    def getSerialized(self) -> str:
-        """ serialize the value (used for the Linkable parent class) """
+    def getSerialized(self, element) -> str:
+        """serialize the value (used for the Linkable parent class)"""
         return str(self.get())
 
 
 class ComboWidget(QtWidgets.QWidget, Linkable):
-    editingFinished = QtCore.Signal()
+    editingFinished = Signal()
     noSignal = False
 
     def __init__(self, layout: QtWidgets.QLayout, text: str, values: Sequence):
-        """ A combo box widget with a label
+        """A combo box widget with a label
 
         Args:
             layout: the layout to which to add the widget
@@ -526,31 +642,31 @@ def __init__(self, layout: QtWidgets.QLayout, text: str, values: Sequence):
         """
         QtWidgets.QWidget.__init__(self)
         layout.addWidget(self)
-        self.layout = QtWidgets.QHBoxLayout(self)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
         self.label = QtWidgets.QLabel(text)
-        self.layout.addWidget(self.label)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main.addWidget(self.label)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.values = values
 
         self.input1 = QtWidgets.QComboBox()
         self.input1.addItems(values)
-        self.layout.addWidget(self.input1)
+        self.layout_main.addWidget(self.input1)
 
         self.input1.currentIndexChanged.connect(self.valueChangeEvent)
-        self.layout.addWidget(self.input1)
+        self.layout_main.addWidget(self.input1)
 
     def valueChangeEvent(self):
-        """ called when the value has changed """
+        """called when the value has changed"""
         if not self.noSignal:
             self.editingFinished.emit()
 
     def setLabel(self, text: str):
-        """ set the text of the label """
+        """set the text of the label"""
         self.label.setLabel(text)
 
     def setText(self, text: str, signal=False):
-        """ set the value of the combo box """
+        """set the value of the combo box"""
         self.noSignal = True
         index = self.values.index(text)
         self.input1.setCurrentIndex(index)
@@ -559,30 +675,30 @@ def setText(self, text: str, signal=False):
             self.editingFinished.emit()
 
     def text(self) -> str:
-        """ get the value of the combo box """
+        """get the value of the combo box"""
         index = self.input1.currentIndex()
         return self.values[index]
 
     def get(self) -> str:
-        """ get the value (used for the Linkable parent class) """
+        """get the value (used for the Linkable parent class)"""
         return self.text()
 
     def set(self, value: str):
-        """ set the value (used for the Linkable parent class) """
+        """set the value (used for the Linkable parent class)"""
         self.setText(value)
 
-    def getSerialized(self) -> str:
-        """ serialize the value (used for the Linkable parent class) """
-        return "\"" + str(self.get()) + "\""
+    def getSerialized(self, element) -> str:
+        """serialize the value (used for the Linkable parent class)"""
+        return '"' + str(self.get()) + '"'
 
 
 class CheckWidget(QtWidgets.QWidget, Linkable):
-    editingFinished = QtCore.Signal()
-    stateChanged = QtCore.Signal(int)
+    editingFinished = Signal()
+    stateChanged = Signal(int)
     noSignal = False
 
-    def __init__(self, layout: QtWidgets.QLabel, text: str):
-        """ a widget that contains a checkbox with a label
+    def __init__(self, layout: QtWidgets.QLayout, text: str):
+        """a widget that contains a checkbox with a label
 
         Args:
             layout: the layout to which to add the widget
@@ -590,24 +706,24 @@ def __init__(self, layout: QtWidgets.QLabel, text: str):
         """
         QtWidgets.QWidget.__init__(self)
         layout.addWidget(self)
-        self.layout = QtWidgets.QHBoxLayout(self)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
         self.label = QtWidgets.QLabel(text)
-        self.layout.addWidget(self.label)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main.addWidget(self.label)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.input1 = QtWidgets.QCheckBox()
         self.input1.setTristate(False)
         self.input1.stateChanged.connect(self.onStateChanged)
-        self.layout.addWidget(self.input1)
+        self.layout_main.addWidget(self.input1)
 
     def onStateChanged(self):
-        """ when the state of the checkbox changes """
+        """when the state of the checkbox changes"""
         if not self.noSignal:
             self.stateChanged.emit(self.input1.isChecked())
             self.editingFinished.emit()
 
     def setChecked(self, state: bool, signal=False):
-        """ set the value of the check box """
+        """set the value of the check box"""
         self.noSignal = True
         self.input1.setChecked(state)
         self.noSignal = False
@@ -616,28 +732,28 @@ def setChecked(self, state: bool, signal=False):
             self.editingFinished.emit()
 
     def isChecked(self) -> bool:
-        """ get the value of the checkbox """
+        """get the value of the checkbox"""
         return self.input1.isChecked()
 
     def get(self) -> bool:
-        """ set the value (used for the Linkable parent class) """
+        """set the value (used for the Linkable parent class)"""
         return self.isChecked()
 
     def set(self, value: bool):
-        """ get the value (used for the Linkable parent class) """
+        """get the value (used for the Linkable parent class)"""
         self.setChecked(value)
 
-    def getSerialized(self) -> str:
-        """ serialize the value (used for the Linkable parent class) """
+    def getSerialized(self, element) -> str:
+        """serialize the value (used for the Linkable parent class)"""
         return "True" if self.get() else "False"
 
 
 class RadioWidget(QtWidgets.QWidget):
-    stateChanged = QtCore.Signal(int, str)
+    stateChanged = Signal(int, str)
     noSignal = False
 
     def __init__(self, layout: QtWidgets.QLayout, texts: Sequence[str]):
-        """ a group of radio buttons
+        """a group of radio buttons
 
         Args:
             layout: the layout to which to add the widget
@@ -645,8 +761,8 @@ def __init__(self, layout: QtWidgets.QLayout, texts: Sequence[str]):
         """
         QtWidgets.QWidget.__init__(self)
         layout.addWidget(self)
-        self.layout = QtWidgets.QHBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.radio_buttons = []
 
@@ -655,19 +771,21 @@ def __init__(self, layout: QtWidgets.QLayout, texts: Sequence[str]):
         for name in texts:
             radio = QtWidgets.QRadioButton(name)
             radio.toggled.connect(self.onToggled)
-            self.layout.addWidget(radio)
+            self.layout_main.addWidget(radio)
             self.radio_buttons.append(radio)
         self.radio_buttons[0].setChecked(True)
 
     def onToggled(self, checked: int):
-        """ called when a radio button is toggled """
+        """called when a radio button is toggled"""
         if checked:
-            self.checked = np.argmax([radio.isChecked() for radio in self.radio_buttons])
+            self.checked = np.argmax(
+                [radio.isChecked() for radio in self.radio_buttons]
+            )
             if not self.noSignal:
                 self.stateChanged.emit(self.checked, self.texts[self.checked])
 
     def setState(self, state: int):
-        """ set the state of the widget """
+        """set the state of the widget"""
         self.noSignal = True
         for index, radio in enumerate(self.radio_buttons):
             radio.setChecked(state == index)
@@ -675,15 +793,20 @@ def setState(self, state: int):
         self.noSignal = False
 
     def getState(self) -> int:
-        """ get the state of the widget """
+        """get the state of the widget"""
         return self.checked
 
 
 class QColorWidget(QtWidgets.QWidget, Linkable):
-    valueChanged = QtCore.Signal(str)
+    valueChanged = Signal(str)
 
-    def __init__(self, layout: QtWidgets.QLayout, text: str = None, value: str = None):
-        """ A colored button what acts as an color input
+    def __init__(
+            self,
+            layout: QtWidgets.QLayout,
+            text: str | None = None,
+            value: str | None = None,
+    ):
+        """A colored button what acts as an color input
 
         Args:
             layout: the layout to which to add the widget
@@ -691,16 +814,16 @@ def __init__(self, layout: QtWidgets.QLayout, text: str = None, value: str = Non
             value: the value of the color widget
         """
         super().__init__()
-        self.layout = QtWidgets.QHBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
         layout.addWidget(self)
 
         if text is not None:
             self.label = QtWidgets.QLabel(text)
-            self.layout.addWidget(self.label)
+            self.layout_main.addWidget(self.label)
 
         self.button = QtWidgets.QPushButton()
-        self.layout.addWidget(self.button)
+        self.layout_main.addWidget(self.button)
 
         self.button.clicked.connect(self.OpenDialog)
         # default value for the color
@@ -712,34 +835,41 @@ def __init__(self, layout: QtWidgets.QLayout, text: str = None, value: str = Non
         self.editingFinished = self.valueChanged
 
     def changeEvent(self, event):
-        """ when the widget is enabled """
-        if event.type() == QtCore.QEvent.EnabledChange:
+        """when the widget is enabled"""
+        if event.type() == QtCore.QEvent.Type.EnabledChange:
             if not self.isEnabled():
                 self.button.setStyleSheet("background-color: #f0f0f0;")
             else:
                 self.setColor(self.color)
 
     def OpenDialog(self):
-        """ open a color chooser dialog """
+        """open a color chooser dialog"""
+        parent = self.parent()
+        if parent is None or not isinstance(parent, QtWidgets.QWidget):
+            raise TypeError("parent is None")
         # get new color from color picker
-        self.current_color = QtGui.QColor(*tuple(int(x) for x in mpl.colors.to_rgba_array(self.getColor())[0] * 255))
-        self.dialog = QtWidgets.QColorDialog(self.current_color, self.parent())
+        self.current_color = QtGui.QColor(
+            *tuple(int(x) for x in mpl.colors.to_rgba_array(self.getColor())[0] * 255)
+        )
+        self.dialog = QtWidgets.QColorDialog(self.current_color, parent)
         self.dialog.setOptions(QtWidgets.QColorDialog.ShowAlphaChannel)
-        for index, color in enumerate(plt.rcParams['axes.prop_cycle'].by_key()['color']):
+        for index, color in enumerate(
+                plt.rcParams["axes.prop_cycle"].by_key()["color"]
+        ):
             self.dialog.setCustomColor(index, QtGui.QColor(color))
         self.dialog.open(self.dialog_finished)
         self.dialog.currentColorChanged.connect(self.dialog_changed)
         self.dialog.rejected.connect(self.dialog_rejected)
 
     def dialog_rejected(self):
-        """ called when the dialog is cancelled """
+        """called when the dialog is cancelled"""
         color = self.current_color
         color = color.name() + "%0.2x" % color.alpha()
         self.setColor(color)
         self.valueChanged.emit(self.color)
 
     def dialog_changed(self):
-        """ called when the value in the dialog changes """
+        """called when the value in the dialog changes"""
         color = self.dialog.currentColor()
         # if a color is set, apply it
         if color.isValid():
@@ -748,7 +878,7 @@ def dialog_changed(self):
             self.valueChanged.emit(self.color)
 
     def dialog_finished(self):
-        """ called when the dialog is finished with a click on 'ok' """
+        """called when the dialog is finished with a click on 'ok'"""
         color = self.dialog.selectedColor()
         self.dialog = None
         # if a color is set, apply it
@@ -757,30 +887,39 @@ def dialog_finished(self):
             self.setColor(color)
             self.valueChanged.emit(self.color)
 
-    def setColor(self, value: str):
-        """ set the color """
+    def setColor(self, value: str | None):
+        """set the color"""
         # display and save the new color
         if value is None:
             value = "#FF0000FF"
-        self.button.setAttribute(QtCore.Qt.WA_TranslucentBackground, True)
+        self.button.setAttribute(
+            QtCore.Qt.WidgetAttribute.WA_TranslucentBackground, True
+        )
         if len(value) == 9:
-            self.button.setStyleSheet("background-color: rgba(%d, %d, %d, %d%%);" % (
-            int(value[1:3], 16), int(value[3:5], 16), int(value[5:7], 16), int(value[7:], 16) * 100 / 255))
+            self.button.setStyleSheet(
+                "background-color: rgba(%d, %d, %d, %d%%);"
+                % (
+                    int(value[1:3], 16),
+                    int(value[3:5], 16),
+                    int(value[5:7], 16),
+                    int(value[7:], 16) * 100 / 255,
+                )
+            )
         else:
             self.button.setStyleSheet("background-color: %s;" % (value,))
         self.color = value
 
     def getColor(self) -> str:
-        """ get the color value """
+        """get the color value"""
         # return the color
         return self.color
 
     def get(self):
-        """ get the value (used for the Linkable parent class) """
+        """get the value (used for the Linkable parent class)"""
         return self.getColor()
 
     def set(self, value):
-        """ set the value (used for the Linkable parent class) """
+        """set the value (used for the Linkable parent class)"""
         try:
             if len(value) == 4:
                 self.setColor(mpl.colors.to_hex(value) + "%02X" % int(value[-1] * 255))
@@ -789,6 +928,6 @@ def set(self, value):
         except ValueError:
             self.setColor(None)
 
-    def getSerialized(self) -> str:
-        """ serialize the value (used for the Linkable parent class) """
-        return "\"" + self.color + "\""
+    def getSerialized(self, element) -> str:
+        """serialize the value (used for the Linkable parent class)"""
+        return '"' + self.color + '"'
diff --git a/pylustrator/QtGui.py b/pylustrator/QtGui.py
index c1213a5..71e15c8 100644
--- a/pylustrator/QtGui.py
+++ b/pylustrator/QtGui.py
@@ -1,442 +1,502 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-# QtGui.py
-
-# Copyright (c) 2016-2020, Richard Gerum
-#
-# This file is part of Pylustrator.
-#
-# Pylustrator is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-#
-# Pylustrator is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
-
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
-
-import numpy as np
-import matplotlib.pyplot as plt
-try:  # for matplotlib > 3.0
-    from matplotlib.backends.backend_qtagg import (FigureCanvas, FigureManager, NavigationToolbar2QT as NavigationToolbar)
-except ModuleNotFoundError:
-    from matplotlib.backends.backend_qt5agg import (FigureCanvas, FigureManager, NavigationToolbar2QT as NavigationToolbar)
-from pylustrator.components.matplotlibwidget import MatplotlibWidget
-from matplotlib import _pylab_helpers
-from matplotlib.figure import Figure
-from matplotlib.artist import Artist
-import matplotlib as mpl
-import qtawesome as qta
-
-from .QtShortCuts import QDragableColor
-
-import sys
-
-
-def my_excepthook(type, value, tback):
-    sys.__excepthook__(type, value, tback)
-
-
-sys.excepthook = my_excepthook
-
-""" Matplotlib overload """
-figures = {}
-app = None
-
-
-def initialize():
-    """ patch figure and show to display the color chooser GUI """
-    global app
-    if app is None:
-        app = QtWidgets.QApplication(sys.argv)
-    plt.show = show
-    plt.figure = figure
-
-
-def show():
-    """ the patched show to display the color choose gui """
-    global figures
-    # iterate over figures
-    for figure in figures:
-        # get the window
-        window = figures[figure].window
-        # and show it
-        window.show()
-    # execute the application
-    app.exec_()
-
-
-def figure(num=None, figsize=None, *args, **kwargs):
-    """ the patched figure to initialize to color chooser GUI """
-    global figures
-    # if num is not defined create a new number
-    if num is None:
-        num = len(figures)
-    # if number is not defined
-    if num not in figures.keys():
-        # create a new window and store it
-        canvas = PlotWindow(num, *args, **kwargs).canvas
-        figures[num] = canvas
-    # get the canvas of the figure
-    canvas = figures[num]
-    # set the size if it is defined
-    if figsize is not None:
-        figures[num].window.setGeometry(100, 100, figsize[0] * 80, figsize[1] * 80)
-    # set the figure as the active figure
-    _pylab_helpers.Gcf.set_active(canvas.manager)
-    # return the figure
-    return canvas.figure
-
-
-""" Figure list functions """
-
-
-def addChildren(color_artists: list, parent: Artist):
-    """ find all the children of an Artist that use a color """
-    for artist in parent.get_children():
-        # ignore empty texts
-        if isinstance(artist, mpl.text.Text) and artist.get_text() == "":
-            continue
-
-        # omit the helper objects generated by pylustrator
-        if getattr(artist, "_no_save", False):
-            continue
-
-        # add the children of the item (not for text or ticks)
-        if not isinstance(artist, (mpl.text.Text, mpl.axis.XTick, mpl.axis.YTick)):
-            addChildren(color_artists, artist)
-
-        # iterate over the elements
-        for color_type_name in ["edgecolor", "facecolor", "color", "markeredgecolor", "markerfacecolor"]:
-            colors = getattr(artist, "get_" + color_type_name, lambda: None)()
-            # ignore colors that are not set
-            if colors is None or len(colors) == 0:
-                continue
-
-            # convert to array
-            if (not (isinstance(colors, np.ndarray) and len(colors.shape) > 1) and not isinstance(colors, list)) or \
-                    getattr(colors, "cmap", None) is not None:
-                colors = [colors]
-
-            # iterate over the colors
-            for color in colors:
-                # test if it is a colormap
-                try:
-                    cmap = color.cmap
-                    value = color.value
-                except AttributeError:
-                    cmap = None
-
-                try:
-                    mpl.colors.to_hex(color)
-                except ValueError:
-                    continue
-
-                # omit blacks and whites
-                if mpl.colors.to_hex(color) == "#000000" or mpl.colors.to_hex(color) == "#ffffff":
-                    continue
-
-                # if we have a colormap
-                if cmap:
-                    if getattr(cmap, "get_color", None):
-                        # iterate over the colors of the colormap
-                        for index, color in enumerate(cmap.get_color()):
-                            # convert to hex
-                            color = mpl.colors.to_hex(color)
-                            # check if it is already in the dictionary
-                            if color not in color_artists:
-                                color_artists[color] = []
-                            # add the artist
-                            color_artists[color].append([color_type_name, artist, value, cmap, index])
-                    else:
-                        # check if it is already in the dictionary
-                        if cmap not in color_artists:
-                            color_artists[cmap] = []
-                        color_artists[cmap].append([color_type_name, artist, value, cmap, value])
-                else:
-                    # ignore transparent colors
-                    if mpl.colors.to_rgba(color)[3] == 0:
-                        continue
-                    # convert to hey
-                    color = mpl.colors.to_hex(color)
-                    # check if it is already in the dictionary
-                    if color not in color_artists:
-                        color_artists[color] = []
-                    # add the artist
-                    color_artists[color].append([color_type_name, artist, None, None, None])
-
-
-def figureListColors(figure: Figure):
-    """ add all artist with colors to a list in the figure """
-    figure.color_artists = {}
-    addChildren(figure.color_artists, figure)
-
-
-def figureSwapColor(figure: Figure, new_color: str, color_base: str):
-    """ swap two colors of a figure """
-    if getattr(figure, "color_artists", None) is None:
-        figureListColors(figure)
-    changed_cmaps = []
-    maps = plt.colormaps()
-    for data in figure.color_artists[color_base]:
-        # get the data
-        color_type_name, artist, value, cmap, index = data
-        # if the color is part of a colormap, update the colormap
-        if cmap:
-            # update colormap
-            if cmap not in changed_cmaps:
-                changed_cmaps.append(cmap)
-                if getattr(cmap, "set_color", None) is not None:
-                    cmap.set_color(new_color, index)
-            if getattr(cmap, "set_color", None) is None:
-                if new_color in maps:
-                    cmap = plt.get_cmap(new_color)
-                else:
-                    getattr(artist, "set_" + color_type_name)(new_color)
-                    artist.figure.change_tracker.addChange(artist,
-                                                           ".set_" + color_type_name + "(\"%s\")" % (new_color,))
-                    continue
-            # use the attributes setter method
-            getattr(artist, "set_" + color_type_name)(cmap(value))
-            artist.figure.change_tracker.addChange(artist, ".set_" + color_type_name + "(plt.get_cmap(\"%s\")(%s))" % (
-            cmap.name, str(value)))
-        else:
-            if new_color in maps:
-                cmap = plt.get_cmap(new_color)
-                getattr(artist, "set_" + color_type_name)(cmap(0))
-                artist.figure.change_tracker.addChange(artist,
-                                                       ".set_" + color_type_name + "(plt.get_cmap(\"%s\")(%s))" % (
-                                                           cmap.name, str(0)))
-            else:
-                # use the attributes setter method
-                getattr(artist, "set_" + color_type_name)(new_color)
-                artist.figure.change_tracker.addChange(artist, ".set_" + color_type_name + "(\"%s\")" % (new_color,))
-
-
-""" Window """
-
-
-class ColorChooserWidget(QtWidgets.QWidget):
-    trigger_no_update = False
-
-    def __init__(self, parent: QtWidgets, canvas: FigureCanvas, signals: "Signals"=None):
-        """ A widget to display all curently used colors and let the user switch them.
-
-        Args:
-            parent: the parent widget
-            canvas: the figure's canvas element
-        """
-        QtWidgets.QWidget.__init__(self)
-
-        # initialize color artist dict
-        self.color_artists = {}
-        # tracks how many colors have changed to make sure
-        # that updateColorsText is only called after a
-        # full swap this means 2 colors change
-        self.swap_counter = 0
-
-        # add update push button
-        self.button_update = QtWidgets.QPushButton(qta.icon("ei.refresh"), "update")
-        self.button_update.clicked.connect(self.updateColorsText)
-
-        # add color chooser layout
-        self.layout_right = QtWidgets.QVBoxLayout(self)
-        self.layout_right.addWidget(self.button_update)
-
-        self.layout_colors = QtWidgets.QVBoxLayout()
-        self.layout_right.addLayout(self.layout_colors)
-
-        self.layout_colors2 = QtWidgets.QVBoxLayout()
-        self.layout_right.addLayout(self.layout_colors2)
-
-        self.layout_buttons = QtWidgets.QVBoxLayout()
-        self.layout_right.addLayout(self.layout_buttons)
-        self.button_save = QtWidgets.QPushButton("Save Colors")
-        self.button_save.clicked.connect(self.saveColors)
-        self.layout_buttons.addWidget(self.button_save)
-        self.button_load = QtWidgets.QPushButton("Load Colors")
-        self.button_load.clicked.connect(self.loadColors)
-        self.layout_buttons.addWidget(self.button_load)
-
-        self.canvas = canvas
-        #self.updateColors()
-
-        # add a text widget to allow easy copy and paste
-        self.colors_text_widget = QtWidgets.QTextEdit()
-        self.colors_text_widget.setAcceptRichText(False)
-        self.layout_colors2.addWidget(self.colors_text_widget)
-        self.colors_text_widget.textChanged.connect(self.colorsTextChanged)
-
-        if signals:
-            signals.canvas_changed.connect(self.setCanvas)
-
-    def setCanvas(self, canvas):
-        self.canvas = canvas
-
-    def saveColors(self):
-        """ save the colors to a .txt file """
-        options = QtWidgets.QFileDialog.Options()
-        #  options |= QtWidgets.QFileDialog.DontUseNativeDialog
-
-        path = QtWidgets.QFileDialog.getSaveFileName(self, "Save Color File", getattr(self, "last_save_folder", None),"Text Files (*.txt);;All Files (*)", options=options)
-
-        if isinstance(path, tuple):
-            path = str(path[0])
-        else:
-            path = str(path)
-        if not path:
-            return
-        self.last_save_folder = path
-        with open(path, "w") as fp:
-            fp.write(self.colors_text_widget.toPlainText())
-
-    def loadColors(self):
-        """ load a list of colors from a .txt file """
-        options = QtWidgets.QFileDialog.Options()
-        #  options |= QtWidgets.QFileDialog.DontUseNativeDialog
-
-        path = QtWidgets.QFileDialog.getOpenFileName(self, "Open Color File", getattr(self, "last_save_folder", None), "Text File (*.txt);;All Files (*)", options=options)
-        if isinstance(path, tuple):
-            path = str(path[0])
-        else:
-            path = str(path)
-        # if path is empty
-        if not path:
-            return
-
-        self.last_save_folder = path
-        with open(path, "r") as fp:
-            self.colors_text_widget.setText(fp.read())
-
-    def addColorButton(self, color: str, basecolor: str = None):
-        """ add a button for the given color """
-        try:
-            button = QDragableColor(mpl.colors.to_hex(color))
-        except ValueError:
-            button = QDragableColor(color)
-        self.layout_colors.addWidget(button)
-        button.color_changed.connect(lambda c: self.colorChanged(c, color_base=basecolor))
-        button.color_changed_by_color_picker.connect(lambda e: self.resetSwapcounter(e))
-        if basecolor:
-            self.color_buttons[basecolor] = button
-        self.color_buttons_list.append(button)
-
-    def colorChanged(self, c, color_base):
-        """ update a color when it is changed
-        if colors are swapped then first change both colors
-        and then update the text list of colors
-        """
-        self.color_selected(c, color_base)
-
-        # call updateColorsText after 2 colors have swapped
-        self.swap_counter += 1
-        if self.swap_counter == 2:
-            self.swap_counter = 0
-            self.updateColorsText()
-
-    def resetSwapcounter(self, _):
-        """ when a color changed using the color picker the swap counter is reset """
-        self.swap_counter = 0
-        self.updateColorsText()
-
-    def updateColorsText(self):
-        """ update the text list of colors """
-        # add recursively all artists of the figure
-        figureListColors(self.canvas.figure)
-        self.color_artists = list(self.canvas.figure.color_artists)
-
-        # iterate over all colors
-        self.color_buttons = {}
-        self.color_buttons_list = []
-
-        self.removeColoredButtons()
-
-        for color in self.color_artists[:20]:
-            self.addColorButton(color, color)
-
-        self.trigger_no_update = True
-        try:
-            def colorToText(color):
-                try:
-                    return mpl.colors.to_hex(color)
-                except ValueError:
-                    return color
-
-            self.colors_text_widget.setText("\n".join([colorToText(color) for color in self.color_artists[:10]]))
-        finally:
-            self.trigger_no_update = False
-
-        # update the canvas dimensions
-        self.canvas.updateGeometry()
-
-    def colorsTextChanged(self):
-        """ when the colors in the text widget changed
-        after loading new colors or manually editing the text field
-        """
-        if self.trigger_no_update:
-            return
-
-        maps = plt.colormaps()
-
-        # when the colors in the text edit changed
-        for index, color in enumerate(self.colors_text_widget.toPlainText().split("\n")):
-            try:
-                color = mpl.colors.to_hex(color.strip())
-            except ValueError:
-                if color not in maps:
-                    continue
-            if len(self.color_buttons_list) <= index:
-                self.addColorButton(color)
-            self.color_buttons_list[index].setColor(color)
-
-    def color_selected(self, new_color: str, color_base: str):
-        """ switch two colors """
-        if color_base is None:
-            return
-        figureSwapColor(self.canvas.figure, new_color, color_base)
-        # redraw the plot
-        self.canvas.draw()
-
-    def removeColoredButtons(self):
-        while self.layout_colors.takeAt(0):
-            pass
-        self.color_buttons_list = []
-
-
-class PlotWindow(QtWidgets.QWidget):
-    def __init__(self, number, *args, **kwargs):
-        """ An alternative to the pylustrator gui that only displays the color chooser. Mainly for testing purpose. """
-        QtWidgets.QWidget.__init__(self)
-
-        # widget layout and elements
-        self.setWindowTitle("Figure %s" % number)
-        self.setWindowIcon(qta.icon("fa5.bar-chart"))
-        self.layout_main = QtWidgets.QHBoxLayout(self)
-
-        # add plot layout
-        self.layout_plot = QtWidgets.QVBoxLayout(self)
-        self.layout_main.addLayout(self.layout_plot)
-
-        # add plot canvas
-        self.canvas = MatplotlibWidget(self)
-        self.canvas.window = self
-        self.layout_plot.addWidget(self.canvas)
-        _pylab_helpers.Gcf.set_active(self.canvas.manager)
-
-        # add toolbar
-        self.navi_toolbar = NavigationToolbar(self.canvas, self)
-        self.layout_plot.addWidget(self.navi_toolbar)
-        self.layout_plot.addStretch()
-
-        self.colorWidget = ColorChooserWidget(self, self.canvas)
-        self.layout_main.addWidget(self.colorWidget)
-
-    def showEvent(self, a0: QtGui.QShowEvent):
-        # update the colors
-        self.colorWidget.updateColorsText()
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+# QtGui.py
+
+# Copyright (c) 2016-2020, Richard Gerum
+#
+# This file is part of Pylustrator.
+#
+# Pylustrator is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# Pylustrator is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
+
+from typing import TYPE_CHECKING, Optional
+
+if TYPE_CHECKING:
+    from PyQt5 import QtGui, QtWidgets
+else:
+    from qtpy import QtGui, QtWidgets
+
+import numpy as np
+import matplotlib.pyplot as plt
+
+try:  # for matplotlib > 3.0
+    from matplotlib.backends.backend_qtagg import (
+        FigureCanvas,  # ty:ignore[unresolved-import]
+        NavigationToolbar2QT as NavigationToolbar,
+    )
+except ModuleNotFoundError:
+    from matplotlib.backends.backend_qt5agg import (
+        FigureCanvas,  # ty:ignore[unresolved-import]
+        NavigationToolbar2QT as NavigationToolbar,
+    )
+from pylustrator.components.matplotlibwidget import MatplotlibWidget
+from matplotlib import _pylab_helpers
+from matplotlib.figure import Figure
+from matplotlib.artist import Artist
+from matplotlib.text import Text
+from matplotlib.axis import XTick, YTick
+import matplotlib as mpl
+import qtawesome as qta
+
+from .QtShortCuts import QDragableColor
+
+import sys
+
+
+def my_excepthook(type, value, tback):
+    sys.__excepthook__(type, value, tback)
+
+
+sys.excepthook = my_excepthook
+
+""" Matplotlib overload """
+figures = {}
+app = None
+
+
+def initialize():
+    """patch figure and show to display the color chooser GUI"""
+    global app
+    if app is None:
+        app = QtWidgets.QApplication(sys.argv)
+    plt.show = show  # ty:ignore[invalid-assignment]
+    plt.figure = figure  # ty:ignore[invalid-assignment]
+
+
+def show():
+    """the patched show to display the color choose gui"""
+    global figures
+    # iterate over figures
+    for figure in figures:
+        # get the window
+        window = figures[figure].window
+        # and show it
+        window.show()
+    # execute the application
+    app.exec_()  # ty:ignore[unresolved-attribute]
+
+
+def figure(num=None, figsize=None, *args, **kwargs):
+    """the patched figure to initialize to color chooser GUI"""
+    global figures
+    # if num is not defined create a new number
+    if num is None:
+        num = len(figures)
+    # if number is not defined
+    if num not in figures.keys():
+        # create a new window and store it
+        canvas = PlotWindow(num, *args, **kwargs).canvas
+        figures[num] = canvas
+    # get the canvas of the figure
+    canvas = figures[num]
+    # set the size if it is defined
+    if figsize is not None:
+        figures[num].window.setGeometry(100, 100, figsize[0] * 80, figsize[1] * 80)
+    # set the figure as the active figure
+    _pylab_helpers.Gcf.set_active(canvas.manager)
+    # return the figure
+    return canvas.figure
+
+
+""" Figure list functions """
+
+
+def addChildren(color_artists: dict, parent: Artist):
+    """find all the children of an Artist that use a color"""
+    for artist in parent.get_children():
+        # ignore empty texts
+        if isinstance(artist, Text) and artist.get_text() == "":
+            continue
+
+        # omit the helper objects generated by pylustrator
+        if getattr(artist, "_no_save", False):
+            continue
+
+        # add the children of the item (not for text or ticks)
+        if not isinstance(artist, (Text, XTick, YTick)):
+            addChildren(color_artists, artist)
+
+        # iterate over the elements
+        for color_type_name in [
+            "edgecolor",
+            "facecolor",
+            "color",
+            "markeredgecolor",
+            "markerfacecolor",
+        ]:
+            colors = getattr(artist, "get_" + color_type_name, lambda: None)()
+            # ignore colors that are not set
+            if colors is None or len(colors) == 0:
+                continue
+
+            # convert to array
+            if (
+                    not (isinstance(colors, np.ndarray) and len(colors.shape) > 1)
+                    and not isinstance(colors, list)
+            ) or getattr(colors, "cmap", None) is not None:
+                colors = [colors]
+
+            # iterate over the colors
+            for color in colors:
+                # test if it is a colormap
+                try:
+                    cmap = color.cmap
+                    value = color.value
+                except AttributeError:
+                    cmap = None
+
+                try:
+                    mpl.colors.to_hex(color)
+                except ValueError:
+                    continue
+
+                # omit blacks and whites
+                if (
+                        mpl.colors.to_hex(color) == "#000000"
+                        or mpl.colors.to_hex(color) == "#ffffff"
+                ):
+                    continue
+
+                # if we have a colormap
+                if cmap:
+                    if getattr(cmap, "get_color", None):
+                        # iterate over the colors of the colormap
+                        for index, color in enumerate(cmap.get_color()):
+                            # convert to hex
+                            color = mpl.colors.to_hex(color)
+                            # check if it is already in the dictionary
+                            if color not in color_artists:
+                                color_artists[color] = []
+                            # add the artist
+                            color_artists[color].append(
+                                [color_type_name, artist, value, cmap, index]
+                            )
+                    else:
+                        # check if it is already in the dictionary
+                        if cmap not in color_artists:
+                            color_artists[cmap] = []
+                        color_artists[cmap].append(
+                            [color_type_name, artist, value, cmap, value]
+                        )
+                else:
+                    # ignore transparent colors
+                    if mpl.colors.to_rgba(color)[3] == 0:
+                        continue
+                    # convert to hey
+                    color = mpl.colors.to_hex(color)
+                    # check if it is already in the dictionary
+                    if color not in color_artists:
+                        color_artists[color] = []
+                    # add the artist
+                    color_artists[color].append(
+                        [color_type_name, artist, None, None, None]
+                    )
+
+
+def figureListColors(figure: Figure):
+    """add all artist with colors to a list in the figure"""
+    figure.color_artists = {}  # type: ignore[attr-defined]
+    addChildren(figure.color_artists, figure)  # ty:ignore[invalid-argument-type, unresolved-attribute]
+
+
+def figureSwapColor(figure: Figure, new_color: str, color_base: str):
+    """swap two colors of a figure"""
+    if getattr(figure, "color_artists", None) is None:
+        figureListColors(figure)
+    changed_cmaps = []
+    maps = plt.colormaps()
+    for data in figure.color_artists[color_base]:  # ty:ignore[unresolved-attribute]
+        # get the data
+        color_type_name, artist, value, cmap, index = data
+        # if the color is part of a colormap, update the colormap
+        if cmap:
+            # update colormap
+            if cmap not in changed_cmaps:
+                changed_cmaps.append(cmap)
+                if getattr(cmap, "set_color", None) is not None:
+                    cmap.set_color(new_color, index)
+            if getattr(cmap, "set_color", None) is None:
+                if new_color in maps:
+                    cmap = plt.get_cmap(new_color)
+                else:
+                    getattr(artist, "set_" + color_type_name)(new_color)
+                    artist.figure.change_tracker.addChange(
+                        artist, ".set_" + color_type_name + '("%s")' % (new_color,)
+                    )
+                    continue
+            # use the attributes setter method
+            getattr(artist, "set_" + color_type_name)(cmap(value))
+            artist.figure.change_tracker.addChange(
+                artist,
+                ".set_"
+                + color_type_name
+                + '(plt.get_cmap("%s")(%s))' % (cmap.name, str(value)),
+            )
+        else:
+            if new_color in maps:
+                cmap = plt.get_cmap(new_color)
+                getattr(artist, "set_" + color_type_name)(cmap(0))
+                artist.figure.change_tracker.addChange(
+                    artist,
+                    ".set_"
+                    + color_type_name
+                    + '(plt.get_cmap("%s")(%s))' % (cmap.name, str(0)),
+                )
+            else:
+                # use the attributes setter method
+                getattr(artist, "set_" + color_type_name)(new_color)
+                artist.figure.change_tracker.addChange(
+                    artist, ".set_" + color_type_name + '("%s")' % (new_color,)
+                )
+
+
+""" Window """
+
+
+class ColorChooserWidget(QtWidgets.QWidget):
+    trigger_no_update = False
+
+    def __init__(self, parent: QtWidgets, canvas: FigureCanvas, signals=None):  # ty:ignore[invalid-type-form]
+        """A widget to display all curently used colors and let the user switch them.
+
+        Args:
+            parent: the parent widget
+            canvas: the figure's canvas element
+        """
+        QtWidgets.QWidget.__init__(self)
+
+        # initialize color artist dict
+        self.color_artists = {}
+        # tracks how many colors have changed to make sure
+        # that updateColorsText is only called after a
+        # full swap this means 2 colors change
+        self.swap_counter = 0
+
+        # add update push button
+        self.button_update = QtWidgets.QPushButton(qta.icon("ei.refresh"), "update")
+        self.button_update.clicked.connect(self.updateColorsText)
+
+        # add color chooser layout
+        self.layout_right = QtWidgets.QVBoxLayout(self)
+        self.layout_right.addWidget(self.button_update)
+
+        self.layout_colors = QtWidgets.QVBoxLayout()
+        self.layout_right.addLayout(self.layout_colors)
+
+        self.layout_colors2 = QtWidgets.QVBoxLayout()
+        self.layout_right.addLayout(self.layout_colors2)
+
+        self.layout_buttons = QtWidgets.QVBoxLayout()
+        self.layout_right.addLayout(self.layout_buttons)
+        self.button_save = QtWidgets.QPushButton("Save Colors")
+        self.button_save.clicked.connect(self.saveColors)
+        self.layout_buttons.addWidget(self.button_save)
+        self.button_load = QtWidgets.QPushButton("Load Colors")
+        self.button_load.clicked.connect(self.loadColors)
+        self.layout_buttons.addWidget(self.button_load)
+
+        self.canvas = canvas
+        # self.updateColors()
+
+        # add a text widget to allow easy copy and paste
+        self.colors_text_widget = QtWidgets.QTextEdit()
+        self.colors_text_widget.setAcceptRichText(False)
+        self.layout_colors2.addWidget(self.colors_text_widget)
+        self.colors_text_widget.textChanged.connect(self.colorsTextChanged)
+
+        if signals:
+            signals.canvas_changed.connect(self.setCanvas)
+
+    def setCanvas(self, canvas):
+        self.canvas = canvas
+
+    def saveColors(self):
+        """save the colors to a .txt file"""
+        options = QtWidgets.QFileDialog.Options()
+        #  options |= QtWidgets.QFileDialog.DontUseNativeDialog
+
+        path = QtWidgets.QFileDialog.getSaveFileName(
+            self,
+            "Save Color File",
+            getattr(self, "last_save_folder", None),
+            "Text Files (*.txt);;All Files (*)",
+            options=options,
+        )
+
+        if isinstance(path, tuple):
+            path = str(path[0])
+        else:
+            path = str(path)
+        if not path:
+            return
+        self.last_save_folder = path
+        with open(path, "w") as fp:
+            fp.write(self.colors_text_widget.toPlainText())
+
+    def loadColors(self):
+        """load a list of colors from a .txt file"""
+        options = QtWidgets.QFileDialog.Options()
+        #  options |= QtWidgets.QFileDialog.DontUseNativeDialog
+
+        path = QtWidgets.QFileDialog.getOpenFileName(
+            self,
+            "Open Color File",
+            getattr(self, "last_save_folder", None),
+            "Text File (*.txt);;All Files (*)",
+            options=options,
+        )
+        if isinstance(path, tuple):
+            path = str(path[0])
+        else:
+            path = str(path)
+        # if path is empty
+        if not path:
+            return
+
+        self.last_save_folder = path
+        with open(path, "r") as fp:
+            self.colors_text_widget.setText(fp.read())
+
+    def addColorButton(self, color: str, basecolor: Optional[str] = None):
+        """add a button for the given color"""
+        try:
+            button = QDragableColor(mpl.colors.to_hex(color))
+        except ValueError:
+            button = QDragableColor(color)
+        self.layout_colors.addWidget(button)
+        button.color_changed.connect(
+            lambda c: self.colorChanged(c, color_base=basecolor)
+        )
+        button.color_changed_by_color_picker.connect(lambda e: self.resetSwapcounter(e))
+        if basecolor:
+            self.color_buttons[basecolor] = button
+        self.color_buttons_list.append(button)
+
+    def colorChanged(self, c, color_base):
+        """update a color when it is changed
+        if colors are swapped then first change both colors
+        and then update the text list of colors
+        """
+        self.color_selected(c, color_base)
+
+        # call updateColorsText after 2 colors have swapped
+        self.swap_counter += 1
+        if self.swap_counter == 2:
+            self.swap_counter = 0
+            self.updateColorsText()
+
+    def resetSwapcounter(self, _):
+        """when a color changed using the color picker the swap counter is reset"""
+        self.swap_counter = 0
+        self.updateColorsText()
+
+    def updateColorsText(self):
+        """update the text list of colors"""
+        # add recursively all artists of the figure
+        figureListColors(self.canvas.figure)
+        self.color_artists = list(self.canvas.figure.color_artists)
+
+        # iterate over all colors
+        self.color_buttons = {}
+        self.color_buttons_list = []
+
+        self.removeColoredButtons()
+
+        for color in self.color_artists[:20]:
+            self.addColorButton(color, color)
+
+        self.trigger_no_update = True
+        try:
+
+            def colorToText(color):
+                try:
+                    return mpl.colors.to_hex(color)
+                except ValueError:
+                    return color
+
+            self.colors_text_widget.setText(
+                "\n".join([colorToText(color) for color in self.color_artists[:10]])
+            )
+        finally:
+            self.trigger_no_update = False
+
+        # update the canvas dimensions
+        self.canvas.updateGeometry()
+
+    def colorsTextChanged(self):
+        """when the colors in the text widget changed
+        after loading new colors or manually editing the text field
+        """
+        if self.trigger_no_update:
+            return
+
+        maps = plt.colormaps()
+
+        # when the colors in the text edit changed
+        for index, color in enumerate(
+                self.colors_text_widget.toPlainText().split("\n")
+        ):
+            try:
+                color = mpl.colors.to_hex(color.strip())
+            except ValueError:
+                if color not in maps:
+                    continue
+            if len(self.color_buttons_list) <= index:
+                self.addColorButton(color)
+            self.color_buttons_list[index].setColor(color)
+
+    def color_selected(self, new_color: str, color_base: str):
+        """switch two colors"""
+        if color_base is None:
+            return
+        figureSwapColor(self.canvas.figure, new_color, color_base)
+        # redraw the plot
+        self.canvas.draw()
+
+    def removeColoredButtons(self):
+        while self.layout_colors.takeAt(0):
+            pass
+        self.color_buttons_list = []
+
+
+class PlotWindow(QtWidgets.QWidget):
+    def __init__(self, number, *args, **kwargs):
+        """An alternative to the pylustrator gui that only displays the color chooser. Mainly for testing purpose."""
+        QtWidgets.QWidget.__init__(self)
+
+        # widget layout and elements
+        self.setWindowTitle("Figure %s" % number)
+        self.setWindowIcon(qta.icon("fa5.bar-chart"))
+        self.layout_main = QtWidgets.QHBoxLayout(self)
+
+        # add plot layout
+        self.layout_plot = QtWidgets.QVBoxLayout(self)
+        self.layout_main.addLayout(self.layout_plot)
+
+        # add plot canvas
+        self.canvas = MatplotlibWidget(self)
+        self.canvas.window = self
+        self.layout_plot.addWidget(self.canvas)
+        _pylab_helpers.Gcf.set_active(self.canvas.manager)
+
+        # add toolbar
+        self.navi_toolbar = NavigationToolbar(self.canvas, self)
+        self.layout_plot.addWidget(self.navi_toolbar)
+        self.layout_plot.addStretch()
+
+        self.colorWidget = ColorChooserWidget(self, self.canvas)
+        self.layout_main.addWidget(self.colorWidget)
+
+    def showEvent(self, a0: QtGui.QShowEvent):
+        # update the colors
+        self.colorWidget.updateColorsText()
diff --git a/pylustrator/QtGuiDrag.py b/pylustrator/QtGuiDrag.py
index a16f5ee..645620d 100644
--- a/pylustrator/QtGuiDrag.py
+++ b/pylustrator/QtGuiDrag.py
@@ -20,6 +20,7 @@
 # along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
 import sys
 import traceback
+from typing import TYPE_CHECKING, Any, Optional, cast
 
 from matplotlib import _pylab_helpers
 
@@ -28,13 +29,20 @@
 import matplotlib.pyplot as plt
 from matplotlib.figure import Figure
 from matplotlib.axes._axes import Axes
-from matplotlib.text import Text
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets, _version_info
 
-if _version_info[0] == 6:
-    QAction = QtGui.QAction
-else:
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
+
     QAction = QtWidgets.QAction
+    from PyQt5.QtCore import pyqtSignal as Signal
+else:
+    from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets, _version_info
+
+    if _version_info[0] == 6:
+        QAction = QtGui.QAction
+    else:
+        QAction = QtWidgets.QAction
+    from qtpy.QtCore import Signal
 
 from .ax_rasterisation import rasterizeAxes, restoreAxes
 from .change_tracker import setFigureVariableNames
@@ -62,9 +70,14 @@ def my_excepthook(type, value, tback):
 keys_for_lines = {}
 
 no_save_allowed = False
+setting_use_global_variable_names = False
+old_pltshow: Optional[Any] = None
+old_pltfigure: Optional[Any] = None
 
 
-def initialize(use_global_variable_names=False, use_exception_silencer=False, disable_save=False):
+def initialize(
+    use_global_variable_names=False, use_exception_silencer=False, disable_save=False
+):
     """
     This will overload the commands ``plt.figure()`` and ``plt.show()``.
     If a figure is created after this command was called (directly or indirectly), a GUI window will be initialized
@@ -78,18 +91,39 @@ def initialize(use_global_variable_names=False, use_exception_silencer=False, di
     use_global_variable_names : bool, optional
         if used, try to find global variables that reference a figure and use them in the generated code.
     """
-    global app, keys_for_lines, old_pltshow, old_pltfigure, setting_use_global_variable_names, no_save_allowed
+    global \
+        app, \
+        keys_for_lines, \
+        old_pltshow, \
+        old_pltfigure, \
+        setting_use_global_variable_names, \
+        no_save_allowed
 
     # remember line-numbers where texts are created
     def wrap_text_function(text):
         def wrapped_text(*args, **kwargs):
-            element = text(*args, fontdict=kwargs["fontdict"] if "fontdict" in kwargs else None)
+            element = text(
+                *args, fontdict=kwargs["fontdict"] if "fontdict" in kwargs else None
+            )
             from pylustrator.change_tracker import getReference
+
             stack_position = traceback.extract_stack()[-2]
-            element._pylustrator_reference = dict(reference=getReference(element), stack_position=stack_position)
+            element._pylustrator_reference = dict(
+                reference=getReference(element), stack_position=stack_position
+            )
             old_args = {}
-            properties_to_save = ["position", "text", "ha", "va", "fontsize", "color", "style", "weight", "fontname",
-                                  "rotation"]
+            properties_to_save = [
+                "position",
+                "text",
+                "ha",
+                "va",
+                "fontsize",
+                "color",
+                "style",
+                "weight",
+                "fontname",
+                "rotation",
+            ]
             for name in properties_to_save:
                 try:
                     old_args[name] = getattr(element, f"get_{name}")()
@@ -111,17 +145,20 @@ def wrapped_text(*args, **kwargs):
     Axes.text = wrap_text_function(Axes.text)
     Figure.text = wrap_text_function(Figure.text)
 
-    setattr(Figure, '_pylustrator_init', init_figure)
+    setattr(Figure, "_pylustrator_init", init_figure)
 
     # store write only attribute
     no_save_allowed = disable_save
 
     # warning for shell session
     stack_pos = traceback.extract_stack()[-2]
-    if not stack_pos.filename.endswith('.py') and not stack_pos.filename.startswith("<ipython-input-"):
+    if not stack_pos.filename.endswith(".py") and not stack_pos.filename.startswith(
+        "<ipython-input-"
+    ):
         print(
             "WARNING: you are using pylustartor in a shell session. Changes cannot be saved to a file. They will just be printed.",
-            file=sys.stderr)
+            file=sys.stderr,
+        )
 
     setting_use_global_variable_names = use_global_variable_names
 
@@ -132,35 +169,43 @@ def wrapped_text(*args, **kwargs):
         app = QtWidgets.QApplication(sys.argv)
     old_pltshow = plt.show
     old_pltfigure = plt.figure
-    plt.show = show
+    cast(Any, plt).show = pyl_show
     patchColormapsWithMetaInfo()
 
     # stack_call_position = traceback.extract_stack()[-2]
     # stack_call_position.filename
 
-    plt.keys_for_lines = keys_for_lines
+    cast(Any, plt).keys_for_lines = keys_for_lines
 
     # store the last figure save filename
     sf = Figure.savefig
 
-    def savefig(self, filename, *args, **kwargs):
-        self._last_saved_figure = getattr(self, "_last_saved_figure", []) + [(filename, args, kwargs)]
+    def savefig(self: Figure, filename: Any, *args: Any, **kwargs: Any) -> None:
+        s_any = cast(Any, self)
+        s_any._last_saved_figure = getattr(self, "_last_saved_figure", []) + [
+            (filename, args, kwargs)
+        ]
         sf(self, filename, *args, **kwargs)
 
-    Figure.savefig = savefig
+    cast(Any, Figure).savefig = savefig
 
 
-def pyl_show(hide_window: bool = False):
-    """ the function overloads the matplotlib show function.
+def pyl_show(hide_window: bool = False) -> None:
+    """the function overloads the matplotlib show function.
     It opens a DragManager window instead of the default matplotlib window.
     """
     global figures, app
     # set an application id, so that windows properly stacks them in the task bar
-    if sys.platform[:3] == 'win':
+    if sys.platform[:3] == "win":
         import ctypes
-        myappid = 'rgerum.pylustrator'  # arbitrary string
+
+        myappid = "rgerum.pylustrator"  # arbitrary string
         ctypes.windll.shell32.SetCurrentProcessExplicitAppUserModelID(myappid)
 
+    if app is None:
+        app = QtWidgets.QApplication(sys.argv)
+    if app is None:
+        app = QtWidgets.QApplication(sys.argv)
     if app is None:
         app = QtWidgets.QApplication(sys.argv)
     # iterate over figures
@@ -175,28 +220,33 @@ def pyl_show(hide_window: bool = False):
         # window = _pylab_helpers.Gcf.figs[figure].canvas.window_pylustrator
         # warn about ticks not fitting tick labels
         warnAboutTicks(fig)
-        # add dragger
-        DragManager(fig, no_save_allowed)
+        # set up window canvas, which initializes figure._pyl_scene
         window.setFigure(fig)
+        # add dragger (ChangeTracker.load() sets is_new_text on texts from generated code)
+        DragManager(fig, no_save_allowed)
+        # initialize figure defaults AFTER load, so is_new_text is properly set
+        init_figure(fig)
         window.addFigure(fig)
         window.update()
         # and show it
         if hide_window is False:
             window.show()
-    if hide_window is False:
+    if hide_window is False and app is not None:
         # execute the application
         app.exec_()
 
 
-def show(hide_window: bool = False):
-    """ the function overloads the matplotlib show function.
+def show(*args, **kwargs) -> None:
+    """the function overloads the matplotlib show function.
     It opens a DragManager window instead of the default matplotlib window.
     """
-    global figures
+    global figures, app, old_pltshow, old_pltfigure
+    hide_window = kwargs.pop("hide_window", False)
     # set an application id, so that windows properly stacks them in the task bar
-    if sys.platform[:3] == 'win':
+    if sys.platform[:3] == "win":
         import ctypes
-        myappid = 'rgerum.pylustrator'  # arbitrary string
+
+        myappid = "rgerum.pylustrator"  # arbitrary string
         ctypes.windll.shell32.SetCurrentProcessExplicitAppUserModelID(myappid)
     # iterate over figures
     for figure in _pylab_helpers.Gcf.figs.copy():
@@ -209,23 +259,26 @@ def show(hide_window: bool = False):
         window.setFigure(_pylab_helpers.Gcf.figs[figure].canvas.figure)
         # warn about ticks not fitting tick labels
         warnAboutTicks(window.fig)
-        # add dragger
+        # add dragger (ChangeTracker.load() sets is_new_text on texts from generated code)
         DragManager(_pylab_helpers.Gcf.figs[figure].canvas.figure, no_save_allowed)
+        # initialize figure defaults AFTER load, so is_new_text is properly set
         init_figure(_pylab_helpers.Gcf.figs[figure].canvas.figure)
         window.update()
         # and show it
         if hide_window is False:
             window.show()
-    if hide_window is False:
+    if hide_window is False and app is not None:
         # execute the application
         app.exec_()
 
-    plt.show = old_pltshow
-    plt.figure = old_pltfigure
+    if old_pltshow is not None:
+        plt.show = old_pltshow
+    if old_pltfigure is not None:
+        plt.figure = old_pltfigure
 
 
 class CmapColor(list):
-    """ a color like object that has the colormap as metadata """
+    """a color like object that has the colormap as metadata"""
 
     def setMeta(self, value, cmap):
         self.value = value
@@ -233,23 +286,23 @@ def setMeta(self, value, cmap):
 
 
 def patchColormapsWithMetaInfo():
-    """ all colormaps now return color with metadata from which colormap the color came from """
+    """all colormaps now return color with metadata from which colormap the color came from"""
     from matplotlib.colors import Colormap
 
     cm_call = Colormap.__call__
 
-    def new_call(self, *args, **kwargs):
+    def new_call(self, *args: Any, **kwargs: Any) -> Any:
         c = cm_call(self, *args, **kwargs)
         if isinstance(c, (tuple, list)):
             c = CmapColor(c)
             c.setMeta(args[0], self.name)
         return c
 
-    Colormap.__call__ = new_call
+    cast(Any, Colormap).__call__ = new_call
 
 
 def figure(num=None, figsize=None, force_add=False, *args, **kwargs):
-    """ overloads the matplotlib figure call and wraps the Figure in a PlotWindow """
+    """overloads the matplotlib figure call and wraps the Figure in a PlotWindow"""
     global figures
     # if num is not defined create a new number
     if num is None:
@@ -257,7 +310,7 @@ def figure(num=None, figsize=None, force_add=False, *args, **kwargs):
     # if number is not defined
     if force_add or num not in _pylab_helpers.Gcf.figs.keys():
         # create a new window and store it
-        canvas = PlotWindow(num, figsize, *args, **kwargs).canvas
+        canvas = PlotWindow(num).canvas
         canvas.figure.number = num
         canvas.figure.clf()
         canvas.manager.num = num
@@ -266,7 +319,9 @@ def figure(num=None, figsize=None, force_add=False, *args, **kwargs):
     manager = _pylab_helpers.Gcf.figs[num]
     # set the size if it is defined
     if figsize is not None:
-        _pylab_helpers.Gcf.figs[num].window.setGeometry(100, 100, figsize[0] * 80, figsize[1] * 80)
+        cast(Any, _pylab_helpers.Gcf.figs[num]).window.setGeometry(
+            100, 100, figsize[0] * 80, figsize[1] * 80
+        )
     # set the figure as the active figure
     _pylab_helpers.Gcf.set_active(manager)
     # return the figure
@@ -274,46 +329,54 @@ def figure(num=None, figsize=None, force_add=False, *args, **kwargs):
 
 
 def warnAboutTicks(fig):
-    """ warn if the tick labels and tick values do not match, to prevent users from accidentally setting wrong tick values """
+    """warn if the tick labels and tick values do not match, to prevent users from accidentally setting wrong tick values"""
     import sys
+
     for index, ax in enumerate(fig.axes):
         ticks = ax.get_yticks()
         labels = [t.get_text() for t in ax.get_yticklabels()]
-        for t, l in zip(ticks, labels):
-            l = l.replace("−", "-")
-            if l == "":
+        for tick, label in zip(ticks, labels):
+            label = label.replace("−", "-")
+            if label == "":
                 continue
             try:
-                l = float(l)
+                label = float(label)
             except ValueError:
                 pass
             # if the label is still a string or too far away from the tick value
-            if isinstance(l, str) or abs(t - l) > abs(1e-3 * t):
+            if isinstance(label, str) or abs(tick - label) > abs(1e-3 * tick):
                 ax_name = ax.get_label()
                 if ax_name == "":
                     ax_name = "#%d" % index
                 else:
                     ax_name = '"' + ax_name + '"'
-                print("Warning tick and label differ", t, l, "for axes", ax_name, file=sys.stderr)
+                print(
+                    "Warning tick and label differ",
+                    tick,
+                    label,
+                    "for axes",
+                    ax_name,
+                    file=sys.stderr,
+                )
 
 
 """ Window """
 
 
 class Signals(QtWidgets.QWidget):
-    figure_changed = QtCore.Signal(Figure)
-    canvas_changed = QtCore.Signal(object)
-    figure_size_changed = QtCore.Signal()
-    figure_element_selected = QtCore.Signal(object)
-    figure_selection_moved = QtCore.Signal()
-    figure_selection_property_changed = QtCore.Signal()
-    figure_selection_update = QtCore.Signal()
-    figure_element_child_created = QtCore.Signal(object)
+    figure_changed = Signal(Figure)
+    canvas_changed = Signal(object)
+    figure_size_changed = Signal()
+    figure_element_selected = Signal(object)
+    figure_selection_moved = Signal()
+    figure_selection_property_changed = Signal()
+    figure_selection_update = Signal()
+    figure_element_child_created = Signal(object)
 
 
 class PlotWindow(QtWidgets.QWidget):
     fig = None
-    update_changes_signal = QtCore.Signal(bool, bool, str, str)
+    update_changes_signal = Signal(bool, bool, str, str)
 
     def setFigure(self, figure):
         if self.fig is not None:
@@ -343,6 +406,8 @@ def undo():
         # self.preview.addFigure(figure)
 
     def selectionProperyChanged(self):
+        if self.fig is None:
+            return
         self.fig.selection.update_selection_rectangles()
         self.fig.selection.update_extent()
 
@@ -362,7 +427,7 @@ def create_menu(self, layout_parent):
         file_menu.addAction(open_act)
 
         open_act = QAction("Exit", self)
-        open_act.triggered.connect(self.close)
+        open_act.triggered.connect(lambda checked=False: self.close())
         open_act.setShortcut("Ctrl+Q")
         file_menu.addAction(open_act)
 
@@ -387,13 +452,17 @@ def create_menu(self, layout_parent):
         layout_parent.addWidget(self.menuBar)
 
     def undo(self):
+        if self.fig is None:
+            return None
         self.fig.figure_dragger.undo()
 
     def redo(self):
+        if self.fig is None:
+            return None
         self.fig.figure_dragger.redo()
 
     def __init__(self, number: int = 0):
-        """ The main window of pylustrator
+        """The main window of pylustrator
 
         Args:
             number: the id of the figure
@@ -405,13 +474,17 @@ def __init__(self, number: int = 0):
 
         self.signals = Signals()
         self.signals.canvas_changed.connect(self.setCanvas)
-        self.signals.figure_selection_property_changed.connect(self.selectionProperyChanged)
+        self.signals.figure_selection_property_changed.connect(
+            self.selectionProperyChanged
+        )
 
         self.plot_layout = PlotLayout(self.signals)
 
         # widget layout and elements
         self.setWindowTitle("Figure %s - Pylustrator" % number)
-        self.setWindowIcon(QtGui.QIcon(os.path.join(os.path.dirname(__file__), "icons", "logo.ico")))
+        self.setWindowIcon(
+            QtGui.QIcon(os.path.join(os.path.dirname(__file__), "icons", "logo.ico"))
+        )
         layout_parent = QtWidgets.QVBoxLayout(self)
         layout_parent.setContentsMargins(0, 0, 0, 0)
 
@@ -439,16 +512,16 @@ def updateChangesSignal(undo, redo, undo_text, redo_text):
                 self.undo_act.setText(f"Undo: {undo_text}")
                 button_undo.setToolTip(f"Undo: {undo_text}")
             else:
-                self.undo_act.setText(f"Undo")
-                button_undo.setToolTip(f"Undo")
+                self.undo_act.setText("Undo")
+                button_undo.setToolTip("Undo")
             button_redo.setDisabled(redo)
             self.redo_act.setDisabled(redo)
             if redo_text != "":
                 self.redo_act.setText(f"Redo: {redo_text}")
                 button_redo.setToolTip(f"Redo: {redo_text}")
             else:
-                self.redo_act.setText(f"Redo")
-                button_redo.setToolTip(f"Redo")
+                self.redo_act.setText("Redo")
+                button_redo.setToolTip("Redo")
 
         self.update_changes_signal.connect(updateChangesSignal)
 
@@ -460,7 +533,9 @@ def updateChangesSignal(undo, redo, undo_text, redo_text):
             layout_parent.addLayout(self.layout_main)
         else:
             self.layout_main = QtWidgets.QSplitter()
-            self.layout_main.setSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
+            self.layout_main.setSizePolicy(
+                QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding
+            )
             layout_parent.addWidget(self.layout_main)
 
         # self.preview = FigurePreviews(self)
@@ -468,7 +543,9 @@ def updateChangesSignal(undo, redo, undo_text, redo_text):
         #
         widget = QtWidgets.QWidget()
         self.layout_tools = QtWidgets.QVBoxLayout(widget)
-        widget.setSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred)
+        widget.setSizePolicy(
+            QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred
+        )
         # widget.setMaximumWidth(350)
         # widget.setMinimumWidth(350)
         self.layout_main.addWidget(widget)
@@ -502,6 +579,7 @@ def updateChangesSignal(undo, redo, undo_text, redo_text):
         self.layout_main.addWidget(self.plot_layout)
 
         from .QtGui import ColorChooserWidget
+
         self.colorWidget = ColorChooserWidget(self, None, self.signals)
         self.colorWidget.setMaximumWidth(150)
         self.layout_main.addWidget(self.colorWidget)
@@ -511,7 +589,9 @@ def updateChangesSignal(undo, redo, undo_text, redo_text):
         self.layout_main.setStretchFactor(2, 0)
 
     def rasterize(self, rasterize: bool):
-        """ convert the figur elements to an image """
+        """convert the figur elements to an image"""
+        if self.fig is None:
+            return
         if len(self.fig.selection.targets):
             self.fig.figure_dragger.select_element(None)
         if rasterize:
@@ -523,16 +603,25 @@ def rasterize(self, rasterize: bool):
         self.fig.canvas.draw()
 
     def actionSave(self):
-        """ save the code for the figure """
+        """save the code for the figure"""
+        if self.fig is None:
+            return
         self.fig.change_tracker.save()
-        for _last_saved_figure, args, kwargs in getattr(self.fig, "_last_saved_figure", []):
+        for _last_saved_figure, args, kwargs in getattr(
+            self.fig, "_last_saved_figure", []
+        ):
             self.fig.savefig(_last_saved_figure, *args, **kwargs)
 
     def actionSaveImage(self):
-        """ save figure as an image """
-        path = QtWidgets.QFileDialog.getSaveFileName(self, "Save Image",
-                                                     str(getattr(self.fig, "_last_saved_figure", [(None,)])[0][0]),
-                                                     "Images (*.png *.jpg *.pdf)")
+        """save figure as an image"""
+        if self.fig is None:
+            return
+        path = QtWidgets.QFileDialog.getSaveFileName(
+            self,
+            "Save Image",
+            str(getattr(self.fig, "_last_saved_figure", [(None,)])[0][0]),
+            "Images (*.png *.jpg *.pdf)",
+        )
         if isinstance(path, tuple):
             path = str(path[0])
         else:
@@ -546,21 +635,25 @@ def actionSaveImage(self):
         print("Saved plot image as", path)
 
     def showInfo(self):
-        """ show the info dialog """
+        """show the info dialog"""
         self.info_dialog = InfoDialog(self)
         self.info_dialog.show()
 
     def showEvent(self, event: QtCore.QEvent):
-        """ when the window is shown """
+        """when the window is shown"""
         self.colorWidget.updateColorsText()
 
     def update(self):
-        """ update the tree view """
+        """update the tree view"""
+        if self.fig is None:
+            return
 
         # self.input_size.setValue(np.array(self.fig.get_size_inches()) * 2.54)
 
         def wrap(func):
             def newfunc(element, event=None):
+                if self.fig is None:
+                    return
                 self.fig.no_figure_dragger_selection_update = True
                 self.signals.figure_element_selected.emit(element)
                 ret = func(element, event)
@@ -585,19 +678,29 @@ def newfunc(*args):
         self.signals.figure_element_selected.emit(self.fig)
 
     def updateTitle(self):
-        """ update the title of the window to display if it is saved or not """
+        """update the title of the window to display if it is saved or not"""
+        if self.fig is None:
+            return
         if self.fig.change_tracker.saved:
             self.setWindowTitle("Figure %s - Pylustrator" % self.fig.number)
         else:
             self.setWindowTitle("Figure %s* - Pylustrator" % self.fig.number)
 
     def closeEvent(self, event: QtCore.QEvent):
-        """ when the window is closed, ask the user to save """
+        """when the window is closed, ask the user to save"""
+        if self.fig is None:
+            return
         if not self.fig.change_tracker.saved and not no_save_allowed:
-            reply = QtWidgets.QMessageBox.question(self, 'Warning - Pylustrator', 'The figure has not been saved. '
-                                                                                  'All data will be lost.\nDo you want to save it?',
-                                                   QtWidgets.QMessageBox.Cancel | QtWidgets.QMessageBox.No | QtWidgets.QMessageBox.Yes,
-                                                   QtWidgets.QMessageBox.Yes)
+            reply = QtWidgets.QMessageBox.question(
+                self,
+                "Warning - Pylustrator",
+                "The figure has not been saved. "
+                "All data will be lost.\nDo you want to save it?",
+                QtWidgets.QMessageBox.Cancel
+                | QtWidgets.QMessageBox.No
+                | QtWidgets.QMessageBox.Yes,
+                QtWidgets.QMessageBox.Yes,
+            )
 
             if reply == QtWidgets.QMessageBox.Cancel:
                 event.ignore()
diff --git a/pylustrator/QtShortCuts.py b/pylustrator/QtShortCuts.py
index 74d1d53..0d96207 100644
--- a/pylustrator/QtShortCuts.py
+++ b/pylustrator/QtShortCuts.py
@@ -19,37 +19,46 @@
 # You should have received a copy of the GNU General Public License
 # along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
 
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
+    from PyQt5.QtCore import pyqtSignal as Signal
+else:
+    from qtpy import QtCore, QtGui, QtWidgets
+    from qtpy.QtCore import Signal
 from matplotlib import pyplot as plt
 import matplotlib as mpl
 
 
 """ Color Chooser """
 
+
 class QDragableColor(QtWidgets.QLabel):
-    """ a color widget that can be dragged onto another QDragableColor widget to exchange the two colors.
+    """a color widget that can be dragged onto another QDragableColor widget to exchange the two colors.
     Alternatively it can be right-clicked to select either a color or a colormap through their respective menus.
     The button can represent either a single color or a colormap.
     """
 
-    color_changed = QtCore.Signal(str)
-    color_changed_by_color_picker = QtCore.Signal(bool)
+    color_changed = Signal(str)
+    color_changed_by_color_picker = Signal(bool)
 
     def __init__(self, value: str):
-        """ initialize with a color """
+        """initialize with a color"""
         super().__init__(value)
         import matplotlib.pyplot as plt
+
         self.maps = plt.colormaps()
         self.setAcceptDrops(True)
-        self.setAlignment(QtCore.Qt.AlignHCenter)
+        self.setAlignment(QtCore.Qt.AlignmentFlag.AlignHCenter)
         self.setColor(value, True)
 
     def getBackground(self) -> str:
-        """ get the background of the color button """
+        """get the background of the color button"""
 
         try:
             cmap = plt.get_cmap(self.color)
-        except:
+        except ValueError:
             return ""
         text = "background-color: qlineargradient(x1: 0, y1: 0, x2: 1, y2: 0, "
         N = 10
@@ -60,78 +69,100 @@ def getBackground(self) -> str:
         return text
 
     def setColor(self, value: str, no_signal=False):
-        """ set the current color """
+        """set the current color"""
         # display and save the new color
         self.color = value
         self.setText(value)
         self.color_changed.emit(value)
         if value in self.maps:
-            self.setStyleSheet("text-align: center; border: 2px solid black; padding: 0.1em; "+self.getBackground())
+            self.setStyleSheet(
+                "text-align: center; border: 2px solid black; padding: 0.1em; "
+                + self.getBackground()
+            )
         else:
-            self.setStyleSheet(f"text-align: center; background-color: {value}; border: 2px solid black; padding: 0.1em; ")
+            self.setStyleSheet(
+                f"text-align: center; background-color: {value}; border: 2px solid black; padding: 0.1em; "
+            )
 
     def getColor(self) -> str:
-        """ get the current color """
+        """get the current color"""
         # return the color
         return self.color
 
     def mousePressEvent(self, event):
-        """ when a mouse button is pressed """
+        """when a mouse button is pressed"""
         # a left mouse button lets the user drag the color
-        if event.button() == QtCore.Qt.LeftButton:
+        if event.button() == QtCore.Qt.MouseButton.LeftButton:
             drag = QtGui.QDrag(self)
             drag.setPixmap(self.grab())
             mime = QtCore.QMimeData()
             mime.setText(self.color)
             drag.setMimeData(mime)
-            self.setStyleSheet("background-color: lightgray; border: 2px solid gray; padding: 0.1em; ")
+            self.setStyleSheet(
+                "background-color: lightgray; border: 2px solid gray; padding: 0.1em; "
+            )
             self.setDisabled(True)
             self.setText("")
             drag.exec()
             self.setText(self.color)
             self.setDisabled(False)
             if self.color in self.maps:
-                self.setStyleSheet("text-align: center; border: 2px solid black; padding: 0.1em; "+self.getBackground())
+                self.setStyleSheet(
+                    "text-align: center; border: 2px solid black; padding: 0.1em; "
+                    + self.getBackground()
+                )
             else:
-                self.setStyleSheet(f"text-align: center; background-color: {self.color}; border: 2px solid black; padding: 0.1em; ")
+                self.setStyleSheet(
+                    f"text-align: center; background-color: {self.color}; border: 2px solid black; padding: 0.1em; "
+                )
         # a right mouse button opens a color choose menu
-        elif event.button() == QtCore.Qt.RightButton:
+        elif event.button() == QtCore.Qt.MouseButton.RightButton:
             self.openDialog()
 
     def dragEnterEvent(self, event):
-        """ when a color widget is dragged over the current widget """
+        """when a color widget is dragged over the current widget"""
         if event.mimeData().hasFormat("text/plain") and event.source() != self:
             event.acceptProposedAction()
             if self.color in self.maps:
-                self.setStyleSheet("border: 2px solid red; padding: 0.1em; "+self.getBackground())
+                self.setStyleSheet(
+                    "border: 2px solid red; padding: 0.1em; " + self.getBackground()
+                )
             else:
-                self.setStyleSheet(f"background-color: {self.color}; border: 2px solid red; padding: 0.1em; ")
+                self.setStyleSheet(
+                    f"background-color: {self.color}; border: 2px solid red; padding: 0.1em; "
+                )
 
     def dragLeaveEvent(self, event):
-        """ when the color widget which is dragged leaves the area of this widget """
+        """when the color widget which is dragged leaves the area of this widget"""
         if self.color in self.maps:
-            self.setStyleSheet("border: 2px solid black; padding: 0.1em; "+self.getBackground())
+            self.setStyleSheet(
+                "border: 2px solid black; padding: 0.1em; " + self.getBackground()
+            )
         else:
-            self.setStyleSheet(f"background-color: {self.color}; border: 2px solid black; padding: 0.1em; ")
+            self.setStyleSheet(
+                f"background-color: {self.color}; border: 2px solid black; padding: 0.1em; "
+            )
 
     def dropEvent(self, event):
-        """ when a color widget is dropped here, exchange the two colors """
+        """when a color widget is dropped here, exchange the two colors"""
         color = event.source().getColor()
         event.source().setColor(self.getColor())
         self.setColor(color)
 
     def openDialog(self):
-        """ open a color choosed dialog """
+        """open a color choosed dialog"""
         if self.color in self.maps:
-            dialog = ColorMapChoose(self.parent(), self.color)
+            dialog = ColorMapChoose(self.parent(), self.color)  # ty:ignore[invalid-argument-type]
             colormap, selected = dialog.exec()
             if selected is False:
                 return
             self.setColor(colormap)
         else:
             # get new color from color picker
-            qcolor = QtGui.QColor(*tuple(int(x * 255) for x in mpl.colors.to_rgb(self.getColor())))
-            color = QtWidgets.QColorDialog.getColor(qcolor, self.parent())
+            qcolor = QtGui.QColor(
+                *tuple(int(x * 255) for x in mpl.colors.to_rgb(self.getColor()))
+            )
+            color = QtWidgets.QColorDialog.getColor(qcolor, self.parent())  # ty:ignore[invalid-argument-type]
             # if a color is set, apply it
             if color.isValid():
                 color = "#%02x%02x%02x" % color.getRgb()[:3]
@@ -139,17 +170,17 @@ def openDialog(self):
                 self.color_changed_by_color_picker.emit(True)
 
 
-
 class ColorMapChoose(QtWidgets.QDialog):
-    """ A dialog to select a colormap """
+    """A dialog to select a colormap"""
+
     result = ""
 
     def __init__(self, parent: QtWidgets.QWidget, map):
-        """ initialize the dialog with all the colormap of matplotlib """
+        """initialize the dialog with all the colormap of matplotlib"""
         QtWidgets.QDialog.__init__(self, parent)
         main_layout = QtWidgets.QVBoxLayout(self)
-        self.layout = QtWidgets.QHBoxLayout()
-        main_layout.addLayout(self.layout)
+        self.layout_main = QtWidgets.QHBoxLayout()
+        main_layout.addLayout(self.layout_main)
         button_layout = QtWidgets.QHBoxLayout()
         main_layout.addLayout(button_layout)
         self.button_cancel = QtWidgets.QPushButton("Cancel")
@@ -163,27 +194,112 @@ def __init__(self, parent: QtWidgets.QWidget, map):
 
         # Have colormaps separated into categories:
         # http://matplotlib.org/examples/color/colormaps_reference.html
-        cmaps = [('Perceptually Uniform Sequential', [
-            'viridis', 'plasma', 'inferno', 'magma']),
-                 ('Sequential', [
-                     'Greys', 'Purples', 'Blues', 'Greens', 'Oranges', 'Reds',
-                     'YlOrBr', 'YlOrRd', 'OrRd', 'PuRd', 'RdPu', 'BuPu',
-                     'GnBu', 'PuBu', 'YlGnBu', 'PuBuGn', 'BuGn', 'YlGn']),
-                 ('Sequential (2)', [
-                     'binary', 'gist_yarg', 'gist_gray', 'gray', 'bone', 'pink',
-                     'spring', 'summer', 'autumn', 'winter', 'cool', 'Wistia',
-                     'hot', 'afmhot', 'gist_heat', 'copper']),
-                 ('Diverging', [
-                     'PiYG', 'PRGn', 'BrBG', 'PuOr', 'RdGy', 'RdBu',
-                     'RdYlBu', 'RdYlGn', 'Spectral', 'coolwarm', 'bwr', 'seismic']),
-                 ('Qualitative', [
-                     'Pastel1', 'Pastel2', 'Paired', 'Accent',
-                     'Dark2', 'Set1', 'Set2', 'Set3',
-                     'tab10', 'tab20', 'tab20b', 'tab20c']),
-                 ('Miscellaneous', [
-                     'flag', 'prism', 'ocean', 'gist_earth', 'terrain', 'gist_stern',
-                     'gnuplot', 'gnuplot2', 'CMRmap', 'cubehelix', 'brg', 'hsv',
-                     'gist_rainbow', 'rainbow', 'jet', 'nipy_spectral', 'gist_ncar'])]
+        cmaps = [
+            (
+                "Perceptually Uniform Sequential",
+                ["viridis", "plasma", "inferno", "magma"],
+            ),
+            (
+                "Sequential",
+                [
+                    "Greys",
+                    "Purples",
+                    "Blues",
+                    "Greens",
+                    "Oranges",
+                    "Reds",
+                    "YlOrBr",
+                    "YlOrRd",
+                    "OrRd",
+                    "PuRd",
+                    "RdPu",
+                    "BuPu",
+                    "GnBu",
+                    "PuBu",
+                    "YlGnBu",
+                    "PuBuGn",
+                    "BuGn",
+                    "YlGn",
+                ],
+            ),
+            (
+                "Sequential (2)",
+                [
+                    "binary",
+                    "gist_yarg",
+                    "gist_gray",
+                    "gray",
+                    "bone",
+                    "pink",
+                    "spring",
+                    "summer",
+                    "autumn",
+                    "winter",
+                    "cool",
+                    "Wistia",
+                    "hot",
+                    "afmhot",
+                    "gist_heat",
+                    "copper",
+                ],
+            ),
+            (
+                "Diverging",
+                [
+                    "PiYG",
+                    "PRGn",
+                    "BrBG",
+                    "PuOr",
+                    "RdGy",
+                    "RdBu",
+                    "RdYlBu",
+                    "RdYlGn",
+                    "Spectral",
+                    "coolwarm",
+                    "bwr",
+                    "seismic",
+                ],
+            ),
+            (
+                "Qualitative",
+                [
+                    "Pastel1",
+                    "Pastel2",
+                    "Paired",
+                    "Accent",
+                    "Dark2",
+                    "Set1",
+                    "Set2",
+                    "Set3",
+                    "tab10",
+                    "tab20",
+                    "tab20b",
+                    "tab20c",
+                ],
+            ),
+            (
+                "Miscellaneous",
+                [
+                    "flag",
+                    "prism",
+                    "ocean",
+                    "gist_earth",
+                    "terrain",
+                    "gist_stern",
+                    "gnuplot",
+                    "gnuplot2",
+                    "CMRmap",
+                    "cubehelix",
+                    "brg",
+                    "hsv",
+                    "gist_rainbow",
+                    "rainbow",
+                    "jet",
+                    "nipy_spectral",
+                    "gist_ncar",
+                ],
+            ),
+        ]
 
         for cmap_category, cmap_list in cmaps:
             layout = QtWidgets.QVBoxLayout()
@@ -192,30 +308,34 @@ def __init__(self, parent: QtWidgets.QWidget, map):
             label.setFixedWidth(150)
             for cmap in cmap_list:
                 button = QtWidgets.QPushButton(cmap)
-                button.setStyleSheet("text-align: center; border: 2px solid black; "+self.getBackground(cmap))
+                button.setStyleSheet(
+                    "text-align: center; border: 2px solid black; "
+                    + self.getBackground(cmap)
+                )
                 button.clicked.connect(lambda _, cmap=cmap: self.buttonClicked(cmap))
                 self.buttons.append(button)
                 layout.addWidget(button)
             layout.addStretch()
-            self.layout.addLayout(layout)
+            self.layout_main.addLayout(layout)
 
     def buttonClicked(self, text: str):
-        """ the used as selected a colormap, we are done """
+        """the used as selected a colormap, we are done"""
         self.result = text
         self.done(1)
 
     def exec(self):
-        """ execute the dialog and return the result """
+        """execute the dialog and return the result"""
         result = QtWidgets.QDialog.exec(self)
         return self.result, result == 1
 
     def getBackground(self, color: str) -> str:
-        """ convert a colormap to a gradient background """
+        """convert a colormap to a gradient background"""
         import matplotlib.pyplot as plt
         import matplotlib as mpl
+
         try:
             cmap = plt.get_cmap(color)
-        except:
+        except ValueError:
             return ""
         text = "background-color: qlineargradient(x1: 0, y1: 0, x2: 1, y2: 0, "
         N = 10
diff --git a/pylustrator/__init__.py b/pylustrator/__init__.py
index 207478d..4ba40a7 100644
--- a/pylustrator/__init__.py
+++ b/pylustrator/__init__.py
@@ -20,9 +20,45 @@
 # along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
 
 from .QtGuiDrag import initialize as start
-from .helper_functions import fig_text, add_axes, add_image, despine, changeFigureSize, mark_inset, VoronoiPlot, selectRectangle, mark_inset_pos, draw_from_point_to_bbox, draw_from_point_to_point, loadFigureFromFile, add_letter, add_letters
+from .helper_functions import (
+    fig_text,
+    add_axes,
+    add_image,
+    despine,
+    changeFigureSize,
+    mark_inset,
+    VoronoiPlot,
+    selectRectangle,
+    mark_inset_pos,
+    draw_from_point_to_bbox,
+    draw_from_point_to_point,
+    loadFigureFromFile,
+    add_letter,
+    add_letters,
+)
 from .QtGui import initialize as StartColorChooser
 from .lab_colormap import LabColormap
 from .helper_functions import loadFigureFromFile as load
 
-__version__ = '1.3.0'
+__version__ = "1.3.0"
+
+__all__ = [
+    "start",
+    "fig_text",
+    "add_axes",
+    "add_image",
+    "despine",
+    "changeFigureSize",
+    "mark_inset",
+    "VoronoiPlot",
+    "selectRectangle",
+    "mark_inset_pos",
+    "draw_from_point_to_bbox",
+    "draw_from_point_to_point",
+    "loadFigureFromFile",
+    "add_letter",
+    "add_letters",
+    "StartColorChooser",
+    "LabColormap",
+    "load",
+]
diff --git a/pylustrator/_types.py b/pylustrator/_types.py
new file mode 100644
index 0000000..0b648ef
--- /dev/null
+++ b/pylustrator/_types.py
@@ -0,0 +1,38 @@
+"""Type definitions for pylustrator."""
+
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Protocol, runtime_checkable
+
+if TYPE_CHECKING:
+    from matplotlib.axes import Axes
+    from matplotlib.backend_bases import FigureCanvasBase
+    from .change_tracker import ChangeTracker
+    from .drag_helper import DragManager
+
+
+@runtime_checkable
+class PylustatorFigure(Protocol):
+    """Protocol for Figure objects with pylustrator extensions."""
+
+    # Standard matplotlib Figure attributes
+    axes: List["Axes"]
+    canvas: "FigureCanvasBase"
+
+    # Pylustrator-specific attributes
+    change_tracker: "ChangeTracker"
+    figure_dragger: "DragManager"
+    selection: Any  # GrabbableRectangleSelection
+    signals: Any  # Signals object
+    window: Any  # PlotWindow
+    ax_dict: Dict[str, "Axes"]
+    _pyl_scene: Any
+    _pyl_graphics_scene_snapparent: Any
+    color_artists: List[Any]
+    _variable_name: Optional[str]
+    _last_saved_figure: List[tuple]
+    no_figure_dragger_selection_update: bool
+
+    def get_size_inches(self) -> tuple: ...
+    def set_size_inches(
+        self, w: float, h: float = ..., forward: bool = ...
+    ) -> None: ...
+    def savefig(self, fname: Any, **kwargs: Any) -> None: ...
diff --git a/pylustrator/arc2bez.py b/pylustrator/arc2bez.py
index bb7ae37..2603982 100644
--- a/pylustrator/arc2bez.py
+++ b/pylustrator/arc2bez.py
@@ -21,6 +21,7 @@
 
 import numpy as np
 
+
 def mapToEllipse(pos, rx, ry, cosphi, sinphi, centerx, centery):
     x, y = pos
     x *= rx
@@ -40,11 +41,7 @@ def approxUnitArc(ang1, ang2):
     x2 = np.cos(ang1 + ang2)
     y2 = np.sin(ang1 + ang2)
 
-    return [
-            [x1 - y1 * a, y1 + x1 * a],
-            [x2 + y2 * a, y2 - x2 * a],
-            [x2, y2]
-          ]
+    return [[x1 - y1 * a, y1 + x1 * a], [x2 + y2 * a, y2 - x2 * a], [x2, y2]]
 
 
 def vectorAngle(ux, uy, vx, vy):
@@ -54,15 +51,16 @@ def vectorAngle(ux, uy, vx, vy):
 
     if dot > 1:
         dot = 1
-    
+
     if dot < -1:
         dot = -1
 
     return sign * np.arccos(dot)
 
 
-def getArcCenter (px, py, cx, cy, rx, ry,
-    largeArcFlag, sweepFlag, sinphi, cosphi, pxp, pyp):
+def getArcCenter(
+    px, py, cx, cy, rx, ry, largeArcFlag, sweepFlag, sinphi, cosphi, pxp, pyp
+):
     rxsq = np.power(rx, 2)
     rysq = np.power(ry, 2)
     pxpsq = np.power(pxp, 2)
@@ -91,15 +89,15 @@ def getArcCenter (px, py, cx, cy, rx, ry,
     ang2 = vectorAngle(vx1, vy1, vx2, vy2)
 
     if sweepFlag == 0 and ang2 > 0:
-        ang2 -= np.pi*2
+        ang2 -= np.pi * 2
 
     if sweepFlag == 1 and ang2 < 0:
-        ang2 += np.pi*2
+        ang2 += np.pi * 2
 
     return centerx, centery, ang1, ang2
 
 
-def arcToBezier(pos1, pos2, rx, ry, xAxisRotation = 0, largeArcFlag = 0, sweepFlag = 0):
+def arcToBezier(pos1, pos2, rx, ry, xAxisRotation=0, largeArcFlag=0, sweepFlag=0):
     px, py = pos1
     cx, cy = pos2
     curves = []
@@ -125,8 +123,9 @@ def arcToBezier(pos1, pos2, rx, ry, xAxisRotation = 0, largeArcFlag = 0, sweepFl
         rx *= np.sqrt(lambda_)
         ry *= np.sqrt(lambda_)
 
-    centerx, centery, ang1, ang2 = getArcCenter(px, py, cx, cy, rx, ry,
-                                    largeArcFlag, sweepFlag, sinphi, cosphi, pxp, pyp)
+    centerx, centery, ang1, ang2 = getArcCenter(
+        px, py, cx, cy, rx, ry, largeArcFlag, sweepFlag, sinphi, cosphi, pxp, pyp
+    )
 
     # If 'ang2' == 90.0000000001, then `ratio` will evaluate to
     # 1.0000000001. This causes `segments` to be greater than one, which is an
diff --git a/pylustrator/ax_rasterisation.py b/pylustrator/ax_rasterisation.py
index 399335a..7748c18 100644
--- a/pylustrator/ax_rasterisation.py
+++ b/pylustrator/ax_rasterisation.py
@@ -21,10 +21,11 @@
 
 import io
 import matplotlib.pyplot as plt
+
 try:  # starting from mpl version 3.6.0
     from matplotlib.axes import Axes
-except:
-    from matplotlib.axes._subplots import Axes
+except ImportError:
+    from matplotlib.axes._subplots import Axes  # ty:ignore[unresolved-import]
 from matplotlib.figure import Figure
 from typing import List
 
@@ -32,7 +33,7 @@
 
 
 def stashElements(ax: Axes, names: List[str]):
-    """ remove elements from a figure and store them"""
+    """remove elements from a figure and store them"""
     for attribute in names:
         element = getattr(ax, attribute)
         setattr(ax, "pylustrator_" + attribute, element)
@@ -40,7 +41,7 @@ def stashElements(ax: Axes, names: List[str]):
 
 
 def popStashedElements(ax: Axes, names: List[str]):
-    """ add elements to a figure that were previously removed from it """
+    """add elements to a figure that were previously removed from it"""
     for attribute in names:
         element_list = getattr(ax, attribute)
         if isinstance(element_list, list):
@@ -53,7 +54,7 @@ def popStashedElements(ax: Axes, names: List[str]):
 
 
 def rasterizeAxes(fig: Figure):
-    """ replace contents of a figure with a rasterized image of it """
+    """replace contents of a figure with a rasterized image of it"""
     restoreAxes(fig)
 
     parts = removeContentFromFigure(fig)
@@ -66,7 +67,7 @@ def rasterizeAxes(fig: Figure):
         addContentToFigure(fig, [ax])
 
         buf = io.BytesIO()
-        fig.savefig(buf, format='png', dpi=100)
+        fig.savefig(buf, format="png", dpi=100)
         buf.seek(0)
         im = plt.imread(buf)
         buf.close()
@@ -74,23 +75,31 @@ def rasterizeAxes(fig: Figure):
         bbox = ax.get_position()
         sx = im.shape[1]
         sy = im.shape[0]
-        x1, x2 = int(bbox.x0*sx+1), int(bbox.x1*sx-1)
-        y2, y1 = sy-int(bbox.y0*sy+1), sy-int(bbox.y1*sy-1)
+        x1, x2 = int(bbox.x0 * sx + 1), int(bbox.x1 * sx - 1)
+        y2, y1 = sy - int(bbox.y0 * sy + 1), sy - int(bbox.y1 * sy - 1)
         im2 = im[y1:y2, x1:x2]
         stashElements(ax, ["lines", "images", "patches"])
 
         sx2 = ax.get_xlim()[1] - ax.get_xlim()[0]
         sy2 = ax.get_ylim()[1] - ax.get_ylim()[0]
 
-        x1_offset = 1/sx/bbox.width*sx2
-        x2_offset = 1/sx/bbox.width*sx2
+        x1_offset = 1 / sx / bbox.width * sx2
+        x2_offset = 1 / sx / bbox.width * sx2
         y1_offset = 1 / sy / bbox.height * sy2
         y2_offset = 1 / sy / bbox.height * sy2
 
         xlim = ax.get_xlim()
         ylim = ax.get_ylim()
-        ax.pylustrator_rasterized = ax.imshow(im2, extent=[ax.get_xlim()[0]+x1_offset, ax.get_xlim()[1]-x2_offset-x1_offset,
-                                                           ax.get_ylim()[0]+y1_offset, ax.get_ylim()[1]-y2_offset-y1_offset], aspect="auto")
+        ax.pylustrator_rasterized = ax.imshow(
+            im2,
+            extent=[
+                ax.get_xlim()[0] + x1_offset,
+                ax.get_xlim()[1] - x2_offset - x1_offset,
+                ax.get_ylim()[0] + y1_offset,
+                ax.get_ylim()[1] - y2_offset - y1_offset,
+            ],
+            aspect="auto",
+        )
         ax.set_xlim(xlim)
         ax.set_ylim(ylim)
 
@@ -100,7 +109,7 @@ def rasterizeAxes(fig: Figure):
 
 
 def restoreAxes(fig: Figure):
-    """ restore contents of a figure """
+    """restore contents of a figure"""
     list_axes = fig.axes
     for ax in list_axes:
         im = getattr(ax, "pylustrator_rasterized", None)
diff --git a/pylustrator/change_tracker.py b/pylustrator/change_tracker.py
index 57260a0..65cd3aa 100644
--- a/pylustrator/change_tracker.py
+++ b/pylustrator/change_tracker.py
@@ -1,1029 +1,1316 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-# change_tracker.py
-
-# Copyright (c) 2016-2020, Richard Gerum
-#
-# This file is part of Pylustrator.
-#
-# Pylustrator is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-#
-# Pylustrator is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
-
-import re
-import sys
-import traceback
-from typing import IO
-from packaging import version
-
-import numpy as np
-import matplotlib
-import matplotlib as mpl
-import matplotlib.pyplot as plt
-from matplotlib import _pylab_helpers
-from matplotlib.artist import Artist
-try:  # starting from mpl version 3.6.0
-    from matplotlib.axes import Axes
-except:
-    from matplotlib.axes._subplots import Axes
-from matplotlib.collections import Collection
-from matplotlib.figure import Figure
-try:
-    from matplotlib.figure import SubFigure  # since matplotlib 3.4.0
-except ImportError:
-    SubFigure = None
-from matplotlib.lines import Line2D
-from matplotlib.patches import Rectangle
-from matplotlib.text import Text
-from matplotlib.legend import Legend
-try:
-    from natsort import natsorted
-except:
-    natsorted = sorted
-
-from .exception_swallower import Dummy
-from .jupyter_cells import open
-from .helper_functions import main_figure
-
-
-""" External overload """
-class CustomStackPosition:
-    filename = None
-    lineno = None
-    def __init__(self, filename, lineno):
-        self.filename = filename
-        self.lineno = lineno
-custom_stack_position = None
-custom_prepend = ""
-custom_append = ""
-
-escape_pairs = [
-    ("\\", "\\\\"),
-    ("\n", "\\n"),
-    ("\r", "\\r"),
-    ("\"", "\\\""),
-]
-def escape_string(str):
-    for pair in escape_pairs:
-        str = str.replace(pair[0], pair[1])
-    return str
-
-def unescape_string(str):
-    for pair in escape_pairs:
-        str = str.replace(pair[1], pair[0])
-    return str
-
-def to_str(v):
-    if isinstance(v, list) and len(v) and isinstance(v[0], float):
-        return "["+", ".join(np.format_float_positional(a, 4, fractional=False, trim=".") for a in v)+"]"
-    elif isinstance(v, tuple) and len(v) and isinstance(v[0], float):
-        return "("+", ".join(np.format_float_positional(a, 4, fractional=False, trim=".") for a in v)+")"
-    elif isinstance(v, float):
-        return np.format_float_positional(v, 4, fractional=False, trim=".")
-    return repr(v)
-def kwargs_to_string(kwargs):
-    return ', '.join(f'{k}={to_str(v)}' for k, v in kwargs.items())
-
-class UndoRedo:
-    def __init__(self, elements, name):
-        self.elements = list(elements)
-        self.name = name
-        if len(elements):
-            self.figure = main_figure(elements[0])
-            self.change_tracker = self.figure.change_tracker
-
-    def __enter__(self):
-        if len(self.elements):
-            self.undo = self.change_tracker.get_element_restore_function(self.elements)
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        if len(self.elements):
-            self.redo = self.change_tracker.get_element_restore_function(self.elements)
-            self.redo()
-            self.figure.canvas.draw()
-            self.figure.signals.figure_selection_property_changed.emit()
-            self.change_tracker.addEdit([self.undo, self.redo, self.name])
-
-def init_figure(fig):
-    for axes in fig.axes:
-        add_axes_default(axes)
-        add_text_default(axes.title)
-        add_text_default(axes._left_title)
-        add_text_default(axes._right_title)
-        for text in axes.texts:
-            add_text_default(text)
-    for text in fig.texts:
-        add_text_default(text)
-    for subfig in fig.subfigs:
-        for text in subfig.texts:
-            add_text_default(text)
-
-def add_text_default(element):
-    # properties to store
-    properties = ["position", "text", "ha", "va", "fontsize", "color", "style", "weight", "fontname", "rotation"]
-
-    # if the default properties are not set, aquire them
-    if getattr(element, "_pylustrator_old_args", None) is None:
-        old_args = {}
-        for name in properties:
-            try:
-                old_args[name] = getattr(element, f"get_{name}")()
-            except AttributeError:
-                continue
-        if getattr(element, "is_new_text", False):
-            old_args["position"] = None
-            old_args["text"] = None
-        element._pylustrator_old_args = old_args
-
-def add_axes_default(element):
-    properties = ["position",
-                  "xlim", "xlabel", "xticks", "xticklabels", "xscale",
-                  "ylim", "ylabel", "yticks", "yticklabels", "yscale",
-                  "zorder"
-                  ]
-    if getattr(element, "_pylustrator_old_args", None) is None:
-        old_args = {}
-        for name in properties:
-            try:
-                old_args[name] = getattr(element, f"get_{name}")()
-            except AttributeError:
-                continue
-        pos = element.get_position()
-        old_args["position"] = [pos.x0, pos.y0, pos.width, pos.height]
-        old_args["xticks"] = list(old_args["xticks"])
-        old_args["xticks-locator"] = element.get_xaxis().major.locator
-        old_args["xticklabels"] = [t.get_text() for t in old_args["xticklabels"]]
-        old_args["yticks"] = list(old_args["yticks"])
-        old_args["yticks-locator"] = element.get_yaxis().major.locator
-        old_args["yticklabels"] = [t.get_text() for t in old_args["yticklabels"]]
-        old_args["grid"] = getattr(element.xaxis, "_gridOnMajor", False) or getattr(element.xaxis, "_major_tick_kw", {"gridOn": False})['gridOn']
-        old_args["spines"] = {s: v.get_visible() for s,v in element.spines.items()}
-
-        old_args["xticks-minor"] = list(element.get_xticks(minor=True))
-        old_args["xticklabels-minor"] = [t.get_text() for t in element.get_xticklabels(minor=True)]
-        old_args["yticks-minor"] = list(element.get_yticks(minor=True))
-        old_args["yticklabels-minor"] = [t.get_text() for t in element.get_yticklabels(minor=True)]
-        element._pylustrator_old_args = old_args
-    add_text_default(element.get_xaxis().get_label())
-    add_text_default(element.get_yaxis().get_label())
-
-def getReference(element: Artist, allow_using_variable_names=True):
-    """ get the code string that represents the given Artist. """
-    if element is None:
-        return ""
-    if isinstance(element, Figure):
-        if allow_using_variable_names:
-            name = getattr(element, "_variable_name", None)
-            if name is not None:
-                return name
-        if isinstance(element.number, (float, int)):
-            return "plt.figure(%s)" % element.number
-        else:
-            return "plt.figure(\"%s\")" % element.number
-    # subfigures are only available in matplotlib>=3.4.0
-    if version.parse(mpl.__version__) >= version.parse("3.4.0") and isinstance(element, SubFigure):
-        index = element._parent.subfigs.index(element)
-        return getReference(element._parent) + ".subfigs[%d]" % index
-    if isinstance(element, matplotlib.lines.Line2D):
-        index = element.axes.lines.index(element)
-        return getReference(element.axes) + ".lines[%d]" % index
-    if isinstance(element, matplotlib.collections.Collection):
-        index = element.axes.collections.index(element)
-        return getReference(element.axes) + ".collections[%d]" % index
-    if isinstance(element, matplotlib.patches.Patch):
-        if element.axes:
-            index = element.axes.patches.index(element)
-            return getReference(element.axes) + ".patches[%d]" % index
-        index = element.figure.patches.index(element)
-        return getReference(element.figure) + ".patches[%d]" % (index)
-
-    if isinstance(element, matplotlib.text.Text):
-        if element.axes:
-            try:
-                index = element.axes.texts.index(element)
-            except ValueError:
-                for attribute_name in ["title", "_left_title", "_right_title"]:
-                    if getattr(element.axes, attribute_name, None) == element:
-                        return getReference(element.axes) + "." + attribute_name
-                pass
-            else:
-                return getReference(element.axes) + ".texts[%d]" % index
-        try:
-            index = element.figure.texts.index(element)
-            return getReference(element.figure) + ".texts[%d]" % (index)
-        except ValueError:
-            pass
-        for axes in element.figure.axes:
-            if element == axes.get_xaxis().get_label():
-                return getReference(axes) + ".get_xaxis().get_label()"
-            if element == axes.get_yaxis().get_label():
-                return getReference(axes) + ".get_yaxis().get_label()"
-
-            for index, label in enumerate(axes.get_xaxis().get_major_ticks()):
-                if element == label.label1:
-                    return getReference(axes) + ".get_xaxis().get_major_ticks()[%d].label1" % index
-                if element == label.label2:
-                    return getReference(axes) + ".get_xaxis().get_major_ticks()[%d].label2" % index
-            for index, label in enumerate(axes.get_xaxis().get_minor_ticks()):
-                if element == label.label1:
-                    return getReference(axes) + ".get_xaxis().get_minor_ticks()[%d].label1" % index
-                if element == label.label2:
-                    return getReference(axes) + ".get_xaxis().get_minor_ticks()[%d].label2" % index
-
-            for axes in element.figure.axes:
-                for index, label in enumerate(axes.get_yaxis().get_major_ticks()):
-                    if element == label.label1:
-                        return getReference(axes) + ".get_yaxis().get_major_ticks()[%d].label1" % index
-                    if element == label.label2:
-                        return getReference(axes) + ".get_yaxis().get_major_ticks()[%d].label2" % index
-                for index, label in enumerate(axes.get_yaxis().get_minor_ticks()):
-                    if element == label.label1:
-                        return getReference(axes) + ".get_yaxis().get_minor_ticks()[%d].label1" % index
-                    if element == label.label2:
-                        return getReference(axes) + ".get_yaxis().get_minor_ticks()[%d].label2" % index
-
-    if isinstance(element, matplotlib.axes._axes.Axes):
-        if element.get_label():
-            def check_fig_has_label(fig):
-                for ax in element.figure.axes:
-                    if ax != element and ax.get_label() == element.get_label():
-                        return True
-                return False
-            if not check_fig_has_label(element.figure):
-                return getReference(element.figure) + ".ax_dict[\"%s\"]" % escape_string(element.get_label())
-        index = element.figure.axes.index(element)
-        return getReference(element.figure) + ".axes[%d]" % index
-
-    if isinstance(element, matplotlib.legend.Legend):
-        return getReference(element.axes) + ".get_legend()"
-    raise TypeError(str(type(element)) + " not found")
-
-
-def setFigureVariableNames(figure: Figure):
-    """ get the global variable names that refer to the given figure """
-    import inspect
-    mpl_figure = _pylab_helpers.Gcf.figs[figure].canvas.figure
-    calling_globals = inspect.stack()[2][0].f_globals
-    fig_names = [
-        name
-        for name, val in calling_globals.items()
-        if isinstance(val, mpl.figure.Figure) and hash(val) == hash(mpl_figure)
-    ]
-    #print("fig_names", fig_names)
-    if len(fig_names):
-        globals()[fig_names[0]] = mpl_figure
-        setattr(mpl_figure, "_variable_name", fig_names[0])
-
-
-class ChangeTracker:
-    """ a class that records a list of the change to the figure """
-    changes = None
-    saved = True
-
-    update_changes_signal = None
-
-    def __init__(self, figure: Figure, no_save):
-        global stack_position
-        self.figure = figure
-        self.edits = []
-        self.last_edit = -1
-        self.changes = {}
-        self.no_save = no_save
-
-        # make all the subplots pickable
-        for index, axes in enumerate(self.figure.axes):
-            # axes.set_title(index)
-            axes.number = index
-
-        # store the position where StartPylustrator was called
-        if custom_stack_position is None:
-            stack_position = traceback.extract_stack()[-4]
-        else:
-            stack_position = custom_stack_position
-
-        self.fig_inch_size = self.figure.get_size_inches()
-
-        self.load()
-
-    def addChange(self, command_obj: Artist, command: str, reference_obj: Artist = None, reference_command: str = None):
-        """ add a change """
-        command = command.replace("\n", "\\n")
-        if reference_obj is None:
-            reference_obj = command_obj
-        if reference_command is None:
-            reference_command, = re.match(r"(\.[^(=]*)", command).groups()
-        self.changes[reference_obj, reference_command] = (command_obj, command)
-        self.saved = False
-        self.changeCountChanged()
-
-    def get_element_restore_function(self, elements):
-        description_strings = []
-        for element in elements:
-            desc = self.get_describtion_string(element, exclude_default=False)
-            if isinstance(desc, list):
-                description_strings.extend(desc)
-            else:
-                description_strings.append(desc)
-        def restore():
-            for element, string in description_strings:
-                #function, arguments = re.match(r"\.([^(]*)\((.*)\)", string)
-                print(f"eval {getReference(element)}{string}")
-                eval(f"{getReference(element)}{string}")
-                if isinstance(element, Text):
-                    self.addNewTextChange(element)
-                elif isinstance(element, Axes) and string.startswith(".legend("):
-                    self.addNewLegendChange(element.get_legend())
-                elif isinstance(element, Axes):
-                    self.addNewAxesChange(element)
-                else:
-                    raise NotImplementedError
-                #getattr(element, function)(eval(arg))
-        return restore
-
-    def get_describtion_string(self, element, exclude_default=True):
-        if isinstance(element, Text):
-            # if the text is deleted we do not need to store all properties
-            if not element.get_visible() or element.get_text() == "":
-                if getattr(element, "is_new_text", False):
-                    return element.axes or element.figure, f".text(0, 0, "", visible=False)"
-                else:
-                    is_label = np.any([ax.xaxis.get_label() == element or ax.yaxis.get_label() == element for ax in
-                                       element.figure.axes])
-                    if is_label:
-                        return element, f".set(text='')"
-                    return element, f".set(visible=False)"
-
-            # properties to store
-            properties = ["position", "text", "ha", "va", "fontsize", "color", "style", "weight", "fontname", "rotation"]
-
-            # get current property values
-            kwargs = {}
-            for prop in properties:
-                value = getattr(element, f"get_{prop}")()
-                default = element._pylustrator_old_args[prop]
-                if to_str(default) != to_str(value) or not exclude_default:
-                    kwargs[prop] = value
-
-            # get position and transformation
-            pos = element.get_position()
-            if element.axes:
-                transform = getReference(element.axes) + '.transAxes'
-            else:
-                transform = getReference(element.figure) + '.transFigure'
-
-            # compose text
-            if getattr(element, "is_new_text", False) and exclude_default:
-                text = kwargs["text"]
-                del kwargs["text"]
-                position = kwargs["position"]
-                del kwargs["position"]
-                kwargs = kwargs_to_string(kwargs)
-                return element.axes or element.figure, f".text({position[0]:.4f}, {position[1]:.4f}, {repr(text)}, transform={transform}, {kwargs})  # id={getReference(element)}.new"
-            else:
-                if "position" in kwargs:
-                    kwargs["position"] = tuple(np.round(kwargs['position'], 4))
-                kwargs = kwargs_to_string(kwargs)
-                return element, f".set({kwargs})"
-        elif isinstance(element, Legend):
-            ncols_name = "ncols"
-            if version.parse(mpl._get_version()) < version.parse("3.6.0"):
-                ncols_name = "ncol"
-
-            property_names = [
-                ("frameon", lambda x: x.get_frame_on()),
-                ("borderpad", lambda x: x.borderpad),
-                ("labelspacing", lambda x: x.labelspacing),
-                ("markerscale", lambda x: x.markerscale),
-                ("handlelength", lambda x: x.handlelength),
-                ("handletextpad", lambda x: x.handletextpad),
-                (ncols_name, lambda x: getattr(x, "_" + ncols_name)),
-                ("columnspacing", lambda x: x.columnspacing),
-                ("fontsize", lambda x: x._fontsize),
-                ("title", lambda x: x.get_title().get_text()),
-                ("title_fontsize", lambda x: x.get_title().get_fontsize()),
-            ]
-
-            # get current property values
-            kwargs = {"loc": element._loc}
-            for prop, func in property_names:
-                value = func(element)
-                try:
-                    default = plt.rcParams["legend." + prop]
-                except KeyError:
-                    if prop == "title":
-                        default = ""
-                    elif prop == ncols_name:
-                        default = 1
-                    else:
-                        default = None
-                    pass
-                if (prop == "fontsize" or prop == "title_fontsize") and (default == "medium" or default == None):
-                    if value == plt.rcParams["font.size"]:
-                        continue
-                if prop == "title_fontsize" and "title" not in kwargs:
-                    continue
-                if value != default or not exclude_default:
-                    kwargs[prop] = value
-            parent = element.figure if element.axes is None else element.axes
-            return parent, f".legend({kwargs_to_string(kwargs)})"
-        elif isinstance(element, Axes):
-            properties = ["position",
-                          "xscale", "xlabel", "xticks", "xticklabels", "xlim",
-                          "yscale", "ylabel", "yticks", "yticklabels", "ylim",
-                          "zorder"
-                          ]
-
-            # get current property values
-            kwargs = {}
-            for prop in properties:
-                value = getattr(element, f"get_{prop}")()
-                #if self.text_properties_defaults[prop] != value or not exclude_default:
-                kwargs[prop] = value
-
-            pos = element.get_position()
-            kwargs["position"] = [pos.x0, pos.y0, pos.width, pos.height]
-            kwargs["xticks"] = list(kwargs["xticks"])
-            kwargs["xticklabels"] = [t.get_text() for t in kwargs["xticklabels"]]
-            kwargs["yticks"] = list(kwargs["yticks"])
-            kwargs["yticklabels"] = [t.get_text() for t in kwargs["yticklabels"]]
-            kwargs["xticks-minor"] = list(element.get_xticks(minor=True))
-            kwargs["xticklabels-minor"] = [t.get_text() for t in element.get_xticklabels(minor=True)]
-            kwargs["yticks-minor"] = list(element.get_yticks(minor=True))
-            kwargs["yticklabels-minor"] = [t.get_text() for t in element.get_yticklabels(minor=True)]
-            from matplotlib.ticker import AutoLocator
-            if 0:
-                if element.get_autoscale_on():
-                    del kwargs["xlim"]
-                    del kwargs["ylim"]
-                if isinstance(element.get_xaxis().major.locator, AutoLocator):
-                    del kwargs["xticks"]
-                    del kwargs["xticklabels"]
-            if isinstance(element.get_xaxis().major.locator, AutoLocator) and element._pylustrator_old_args["xticks-locator"]:
-                del kwargs["xticks"]
-                del kwargs["xticklabels"]
-            if isinstance(element.get_yaxis().major.locator, AutoLocator) and element._pylustrator_old_args["yticks-locator"]:
-                del kwargs["yticks"]
-                del kwargs["yticklabels"]
-
-            # get current property values
-            for prop in list(kwargs.keys()):
-                value = kwargs[prop]
-                default = element._pylustrator_old_args[prop]
-                if to_str(default) == to_str(value) and exclude_default:
-                    del kwargs[prop]
-
-            # the main properties that can be set directly
-            desc_strings = [(element, f".set({kwargs_to_string({k: v for k, v in kwargs.items() if k in properties})})")]
-
-            # the minor ticks
-            if "xticks-minor" in kwargs:
-                desc_strings.append([element, f".set_xticks({to_str(kwargs['xticks-minor'])}, {to_str(kwargs['xticklabels-minor'])}, minor=True)"])
-            if "yticks-minor" in kwargs:
-                desc_strings.append([element, f".set_yticks({to_str(kwargs['yticks-minor'])}, {to_str(kwargs['yticklabels-minor'])}, minor=True)"])
-
-            # the grid
-            has_grid = getattr(element.xaxis, "_gridOnMajor", False) or \
-                               getattr(element.xaxis, "_major_tick_kw", {"gridOn": False})['gridOn']
-            if has_grid != element._pylustrator_old_args["grid"] or not exclude_default:
-                desc_strings.append([element, f".grid({has_grid})"])
-
-            visible = []
-            hidden = []
-            for name, spine in element.spines.items():
-                if spine.get_visible() != element._pylustrator_old_args["spines"][name] or not exclude_default:
-                    if spine.get_visible():
-                        visible.append(name)
-                    else:
-                        hidden.append(name)
-            if len(visible):
-                if version.parse(mpl.__version__) < version.parse("3.4.0"):
-                    for name in visible:
-                        desc_strings.append([element, f".spines[{name}].set_visible(True)"])
-                else:
-                    desc_strings.append([element, f".spines[{visible}].set_visible(True)"])
-            if len(hidden):
-                if version.parse(mpl.__version__) < version.parse("3.4.0"):
-                    for name in hidden:
-                        desc_strings.append([element, f".spines[{name}].set_visible(False)"])
-                else:
-                    desc_strings.append([element, f".spines[{hidden}].set_visible(False)"])
-
-            return desc_strings
-
-    text_properties_defaults = None
-    def addNewTextChange(self, element):
-        command_parent, command = self.get_describtion_string(element)
-
-        # make sure there are no old changes to this element
-        keys = [k for k in self.changes]
-        for reference_obj, reference_command in keys:
-            if reference_obj == element:
-                del self.changes[reference_obj, reference_command]
-
-        # store the changes
-        if getattr(element, "is_new_text", False):
-            if not element.get_visible() or element.get_text() == "":
-                return
-            main_figure(element).change_tracker.addChange(command_parent, command, element, ".new")
-        else:
-            if command.endswith(".set()"):
-                return
-            main_figure(element).change_tracker.addChange(command_parent, command)
-
-    def addNewLegendChange(self, element):
-        command_parent, command = self.get_describtion_string(element)
-
-        # make sure there are no old changes to this element
-        keys = [k for k in self.changes]
-        for reference_obj, reference_command in keys:
-            if reference_obj == element:
-                del self.changes[reference_obj, reference_command]
-
-        # store the changes
-        #if not element.get_visible() and getattr(element, "is_new_text", False):
-        #    return
-        main_figure(element).change_tracker.addChange(command_parent, command)
-
-    def addNewAxesChange(self, element):
-        desc_strings = self.get_describtion_string(element)
-
-        # make sure there are no old changes to this element
-        keys = [k for k in self.changes]
-        for reference_obj, reference_command in keys:
-            if reference_obj == element:
-                del self.changes[reference_obj, reference_command]
-
-        # store the changes
-        #if not element.get_visible() and getattr(element, "is_new_text", False):
-        #    return
-        for command_parent, command in desc_strings:
-            if command.endswith(".set()"):
-                continue
-            main_figure(element).change_tracker.addChange(command_parent, command)
-
-    def changeCountChanged(self):
-        if self.update_changes_signal is not None:
-            name_undo = ""
-            if self.last_edit >= 0 and len(self.edits[self.last_edit]) > 2:
-                name_undo = self.edits[self.last_edit][2]
-            name_redo = ""
-            if self.last_edit < len(self.edits) - 1 and len(self.edits[self.last_edit+1]) > 2:
-                name_redo = self.edits[self.last_edit+1][2]
-            self.update_changes_signal.emit(self.last_edit < 0, self.last_edit >= len(self.edits) - 1, name_undo, name_redo)
-
-    def removeElement(self, element: Artist):
-        """ remove an Artis from the figure """
-        # create_key = key+".new"
-        created_by_pylustrator = (element, ".new") in self.changes
-        # delete changes related to this element
-        keys = [k for k in self.changes]
-        for reference_obj, reference_command in keys:
-            if reference_obj == element:
-                del self.changes[reference_obj, reference_command]
-        if not created_by_pylustrator or isinstance(element, Text):
-            is_label = np.any([ax.xaxis.get_label() == element or ax.yaxis.get_label() == element for ax in element.figure.axes])
-            if is_label:
-                text_content = element.get_text()
-
-            def redo():
-                if is_label:
-                    element.set_text("")
-                else:
-                    element.set_visible(False)
-                if isinstance(element, Text):
-                    main_figure(element).change_tracker.addNewTextChange(element)
-                else:
-                    self.addChange(element, ".set(visible=False)")
-
-            def undo():
-                if is_label:
-                    element.set_text(text_content)
-                else:
-                    element.set_visible(True)
-                if isinstance(element, Text):
-                    main_figure(element).change_tracker.addNewTextChange(element)
-                else:
-                    self.addChange(element, ".set(visible=True)")
-
-            redo()
-            main_figure(element).change_tracker.addEdit([undo, redo, "Delete Text"])
-        else:
-            element.remove()
-        self.figure.selection.remove_target(element)
-
-    def addEdit(self, edit: list):
-        """ add an edit to the stored list of edits """
-        if self.last_edit < len(self.edits) - 1:
-            self.edits = self.edits[:self.last_edit + 1]
-        self.edits.append(edit)
-        self.last_edit = len(self.edits) - 1
-        self.last_edit = len(self.edits) - 1
-        #print("addEdit", len(self.edits), self.last_edit)
-        self.saved = False
-        self.changeCountChanged()
-
-    def backEdit(self):
-        """ undo an edit in the list """
-        if self.last_edit < 0:
-            #print("no backEdit", len(self.edits), self.last_edit)
-            return
-        edit = self.edits[self.last_edit]
-        edit[0]()
-        self.last_edit -= 1
-        self.figure.canvas.draw()
-        #print("backEdit", len(self.edits), self.last_edit)
-        self.changeCountChanged()
-
-    def forwardEdit(self):
-        """ redo an edit """
-        if self.last_edit >= len(self.edits) - 1:
-            #print("no forwardEdit", len(self.edits), self.last_edit)
-            return
-        edit = self.edits[self.last_edit + 1]
-        edit[1]()
-        self.last_edit += 1
-        self.figure.canvas.draw()
-        #print("forwardEdit", len(self.edits), self.last_edit)
-        self.changeCountChanged()
-
-    def load(self):
-        """ load a set of changes from a script file. The changes are the code that pylustrator generated """
-        regex = re.compile(r"(\.[^\(= ]*)(.*)")
-        command_obj_regexes = [getReference(self.figure),
-                               r"plt\.figure\([^)]*\)",
-                               r"fig",
-                               r"\.subfigs\[\d*\]",
-                               r"\.ax_dict\[\"[^\"]*\"\]",
-                               r"\.axes\[\d*\]",
-                               r"\.texts\[\d*\]",
-                               r"\.{title|_left_title|_right_title}",
-                               r"\.lines\[\d*\]",
-                               r"\.collections\[\d*\]",
-                               r"\.patches\[\d*\]",
-                               r"\.get_[xy]axis\(\)\.get_(major|minor)_ticks\(\)\[\d*\]",
-                               r"\.get_[xy]axis\(\)\.get_label\(\)",
-                               r"\.get_legend\(\)",
-                               ]
-        command_obj_regexes = [re.compile(r) for r in command_obj_regexes]
-
-        fig = self.figure
-        header = []
-        header += ["fig = plt.figure(%s)" % self.figure.number]
-        header += ["import matplotlib as mpl"]
-
-        self.get_reference_cached = {}
-
-        block, lineno = getTextFromFile(getReference(self.figure), stack_position)
-        if not block:
-            block, lineno = getTextFromFile(getReference(self.figure, allow_using_variable_names=False), stack_position)
-        for line in block:
-            try:
-                line = line.strip()
-                lineno += 1
-                if line == "" or line in header or line.startswith("#"):
-                    continue
-                if re.match(r".*\.ax_dict =.*", line):
-                    continue
-
-                raw_line = line
-
-                # try to identify the command object of the line
-                command_obj = ""
-                for r in command_obj_regexes:
-                    while True:
-                        try:
-                            found = r.match(line).group()
-                            line = line[len(found):]
-                            command_obj += found
-                        except AttributeError:
-                            pass
-                            break
-
-                try:
-                    command, parameter = regex.match(line).groups()
-                except AttributeError:  # no regex match
-                    continue
-
-                m = re.match(r".*# id=(.*)", line)
-                if m:
-                    key = m.groups()[0]
-                else:
-                    key = command_obj + command
-
-                # by default reference and command object are the same
-                reference_obj = command_obj
-                reference_command = command
-
-                if command == ".set_xticks" or command == ".set_yticks" or command == ".set_xlabels" or command == ".set_ylabels":
-                    if line.find("minor=True") != -1:
-                        reference_command = command + "_minor"
-
-                # for new created texts, the reference object is the text and not the axis/figure
-                if command == ".text" or command == ".annotate" or command == ".add_patch":
-                    # for texts we stored the linenumbers where they were created
-                    if command == ".text":
-                        # get the parent object (usually an Axes)
-                        parent = eval(reference_obj)
-                        # iterate over the texts
-                        for t in parent.texts:
-                            # and find if one of the texts was created in the line we are currently looking at
-                            if getattr(t, "_pylustrator_reference", None):
-                                if t._pylustrator_reference["stack_position"].lineno == lineno:
-                                    reference_obj = getReference(t)
-                                    break
-                        else:
-                            reference_obj, _ = re.match(r"(.*)(\..*)", key).groups()
-                    else:
-                        reference_obj, _ = re.match(r"(.*)(\..*)", key).groups()
-                    reference_command = ".new"
-                    if command == ".text":
-                        eval(reference_obj).is_new_text = True
-
-                command_obj = eval(command_obj)
-                reference_obj_str = reference_obj
-                reference_obj = eval(reference_obj)
-
-                # if values where saved during the pylustrator saved code
-                for change in getattr(reference_obj, "_pylustrator_old_values", []):
-                    if change["stack_position"].lineno == lineno:
-                        old_values = change["old_args"].copy()
-                        old_values.update(getattr(reference_obj, "_pylustrator_old_args", {}))
-                        reference_obj._pylustrator_old_args = old_values
-
-                # if the reference object is just a dummy, we ignore it
-                if isinstance(reference_obj, Dummy):
-                    print("WARNING: line references a missing object, will remove line on save:", raw_line, file=sys.stderr)
-                    continue
-            # this error can occur if there are old saved lines that reference objects that are not there anymore
-            except IndexError:
-                continue
-
-            self.get_reference_cached[reference_obj] = reference_obj_str
-
-            #print("---", [reference_obj, reference_command], (command_obj, command + parameter))
-            self.changes[reference_obj, reference_command] = (command_obj, command + parameter)
-        self.sorted_changes()
-
-    def sorted_changes(self):
-        """ sort the changes by their priority. For example setting to logscale needs to be executed before xlim. """
-        def getRef(obj):
-            try:
-                return getReference(obj)
-            except (ValueError, TypeError):
-                # the ticks objects can for some reason not be referenced properly in the next code run
-                # they are somehow XTicks objects when loading but when saving they are Text objects
-                if obj in self.get_reference_cached:
-                    return self.get_reference_cached[obj]
-                raise
-
-        indices = []
-        for reference_obj, reference_command in self.changes:
-            try:
-                if isinstance(reference_obj, Figure):
-                    obj_indices = ("", "", "", "")
-                else:
-                    if getattr(reference_obj, "axes", None) is not None and not isinstance(getattr(reference_obj, "axes", None), list):
-                        if reference_command == ".new":
-                            index = "0"
-                        elif reference_command == ".set_xscale" or reference_command == ".set_yscale":
-                            index = "1"
-                        elif reference_command == ".set_xlim" or reference_command == ".set_ylim":
-                            index = "2"
-                        elif reference_command == ".set_xticks" or reference_command == ".set_yticks":
-                            index = "3"
-                        elif reference_command == ".set_xticklabels" or reference_command == ".set_yticklabels":
-                            index = "4"
-                        else:
-                            index = "5"
-                        obj_indices = (getRef(reference_obj.axes), getRef(reference_obj), index, reference_command)
-                    else:
-                        obj_indices = (getRef(reference_obj), "", "", reference_command)
-                indices.append(
-                    [(reference_obj, reference_command), self.changes[reference_obj, reference_command], obj_indices])
-            except (ValueError, TypeError) as err:
-                print(err, file=sys.stderr)
-
-        srt = natsorted(indices, key=lambda a: a[2])
-        output = []
-        for s in srt:
-            command_obj, command = s[1]
-            try:
-                output.append(getRef(command_obj) + command)
-            except TypeError as err:
-                print(err, file=sys.stderr)
-
-        return output
-
-    def save(self):
-        """ save the changes to the .py file """
-        # if saving is disabled
-        if self.no_save is True:
-            return
-        header = [
-            getReference(self.figure) + ".ax_dict = {ax.get_label(): ax for ax in " + getReference(self.figure) + ".axes}",
-            "import matplotlib as mpl",
-            f"getattr({getReference(self.figure)}, '_pylustrator_init', lambda: ...)()",
-        ]
-
-        # block = getTextFromFile(header[0], self.stack_position)
-        output = [custom_prepend + "#% start: automatic generated code from pylustrator"]
-        # add the lines from the header
-        for line in header:
-            output.append(line)
-        # add all lines from the changes
-        for line in self.sorted_changes():
-            output.append(line)
-            if line.startswith("fig.add_axes"):
-                output.append(header[1])
-        output.append("#% end: automatic generated code from pylustrator" + custom_append)
-        print("\n"+"\n".join(output)+"\n")
-
-        block_id = getReference(self.figure)
-        block = getTextFromFile(block_id, stack_position)
-        if not block:
-            block_id = getReference(self.figure, allow_using_variable_names=False)
-            block = getTextFromFile(block_id, stack_position)
-        try:
-            insertTextToFile(output, stack_position, block_id)
-        except FileNotFoundError:
-            print(
-                "WARNING: no file to save the above changes was found, you are probably using pylustrator from a shell session.",
-                file=sys.stderr)
-        self.saved = True
-
-
-def getTextFromFile(block_id: str, stack_pos: traceback.FrameSummary):
-    """ get the text which corresponds to the block_id (e.g. which figure) at the given position sepcified by stack_pos. """
-    block_id = lineToId(block_id)
-    block = None
-
-    if not custom_stack_position:
-        if not stack_pos.filename.endswith('.py') and not stack_pos.filename.startswith("<ipython-input-"):
-            return [], -1
-
-    start_lineno = -1
-
-    with open(stack_pos.filename, 'r', encoding="utf-8") as fp1:
-        for lineno, line in enumerate(fp1, start=1):
-            # if we are currently reading a pylustrator block
-            if block is not None:
-                # add the line to the block
-                block.add(line)
-                # and see if we have found the end
-                if line.strip().startswith("#% end:") and line.strip().endswith(custom_append):
-                    block.end()
-            # if there is a new pylustrator block
-            elif line.strip().startswith(custom_prepend + "#% start:"):
-                block = Block(line)
-                start_lineno = lineno-1
-
-            # if we are currently reading a block, continue with the next line
-            if block is not None and not block.finished:
-                continue
-
-            if block is not None and block.finished:
-                if block.id == block_id:
-                    return block, start_lineno
-            block = None
-    return [], start_lineno
-
-
-class Block:
-    """ an object to represent the code block generated by a pylustrator save """
-    id = None
-    finished = False
-
-    def __init__(self, line: str):
-        """ initialize the block with its first line """
-        self.text = line
-        self.size = 1
-        self.indent = getIndent(line)
-
-    def add(self, line: str):
-        """ add a line to the block """
-        if self.id is None:
-            self.id = lineToId(line)
-        self.text += line
-        self.size += 1
-
-    def end(self):
-        """ end the block """
-        self.finished = True
-
-    def __iter__(self):
-        """ iterate over all the lines of the block """
-        return iter(self.text.split("\n"))
-
-
-def getIndent(line: str):
-    """ get the indent part of a line of code """
-    i = 0
-    for i in range(len(line)):
-        if line[i] != " " and line[i] != "\t":
-            break
-    indent = line[:i]
-    return indent
-
-
-def addLineCounter(fp: IO):
-    """ wrap a file pointer to store th line numbers """
-    fp.lineno = 0
-    write = fp.write
-
-    def write_with_linenumbers(line: str):
-        write(line)
-        fp.lineno += line.count("\n")
-
-    fp.write = write_with_linenumbers
-
-
-def lineToId(line: str):
-    """ get the id of a line, e.g. part which specifies which figure it refers to """
-    line = line.strip()
-    line = line.split(".ax_dict")[0]
-    if line.startswith("fig = "):
-        line = line[len("fig = "):]
-    return line
-
-
-def insertTextToFile(new_block: str, stack_pos: traceback.FrameSummary, figure_id_line: str):
-    """ insert a text block into a file """
-    figure_id_line = lineToId(figure_id_line)
-    block = None
-    written = False
-    written_end = False
-    lineno_stack = None
-    # open a temporary file with the same name for writing
-    with open(stack_pos.filename + ".tmp", 'w', encoding="utf-8") as fp2:
-        addLineCounter(fp2)
-        # open the current python file for reading
-        with open(stack_pos.filename, 'r', encoding="utf-8") as fp1:
-            # iterate over all lines and line numbers
-            for fp1.lineno, line in enumerate(fp1, start=1):
-                # if we are currently reading a pylustrator block
-                if block is not None:
-                    # add the line to the block
-                    block.add(line)
-                    # and see if we have found the end
-                    if line.strip().startswith("#% end:") and line.strip().endswith(custom_append):
-                        block.end()
-                        line = ""
-                # if there is a new pylustrator block
-                elif line.strip().startswith(custom_prepend + "#% start:"):
-                    block = Block(line)
-
-                # if we are currently reading a block, continue with the next line
-                if block is not None and not block.finished:
-                    continue
-
-                # the current block is finished
-                if block is not None:
-                    # either it is the block we want to save, then replace the old block with the new
-                    if block.id == figure_id_line:
-                        # remember that we wrote the new block
-                        written = fp2.lineno + 1
-                        # write the new block to the target file instead of the current block
-                        indent = block.indent
-                        for line_text in new_block:
-                            fp2.write(indent + line_text + "\n")
-                        written_end = fp2.lineno
-                    # or it is another block, then we just write it
-                    else:
-                        # the we just copy the current block into the new file
-                        fp2.write(block.text)
-                    # we already handled this block
-                    block = None
-
-                # if we are at the entry point (e.g. plt.show())
-                if fp1.lineno == stack_pos.lineno:
-                    # and if we not have written the new block
-                    if not written:
-                        written = fp2.lineno + 1
-                        # we write it now to the target file
-                        indent = getIndent(line)
-                        for line_text in new_block:
-                            fp2.write(indent + line_text + "\n")
-                        written_end = fp2.lineno
-                    # and we store the position where we will write the entry point (e.g. the plt.show())
-                    lineno_stack = fp2.lineno + 1
-                # transfer the current line to the new file
-                fp2.write(line)
-
-    # update the position of the entry point, as we have inserted stuff in the new file which can change the position
-    stack_pos.lineno = lineno_stack
-
-    # now copy the temporary file over the old file
-    with open(stack_pos.filename + ".tmp", 'r', encoding="utf-8") as fp2:
-        with open(stack_pos.filename, 'w', encoding="utf-8") as fp1:
-            for line in fp2:
-                fp1.write(line)
-    print("save", figure_id_line, "to", stack_pos.filename, "line %d-%d" % (written, written_end))
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+# change_tracker.py
+
+# Copyright (c) 2016-2020, Richard Gerum
+#
+# This file is part of Pylustrator.
+#
+# Pylustrator is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# Pylustrator is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
+
+import re
+import sys
+import traceback
+from typing import IO, Optional, Dict, Tuple, Callable, cast
+from packaging import version
+
+import numpy as np
+import matplotlib
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+from matplotlib import _pylab_helpers
+from matplotlib.artist import Artist
+from matplotlib.axes import Axes
+from matplotlib.figure import Figure
+from matplotlib.text import Text
+from matplotlib.legend import Legend
+from matplotlib.collections import Collection
+from matplotlib.patches import Patch
+from matplotlib.lines import Line2D
+
+try:
+    from matplotlib.figure import SubFigure  # since matplotlib 3.4.0
+except ImportError:
+    SubFigure = None  # type: ignore[assignment]
+
+try:
+    from natsort import natsorted
+except ImportError:
+    natsorted: Callable = sorted
+
+from .exception_swallower import Dummy
+from .jupyter_cells import open
+from .helper_functions import main_figure
+
+""" External overload """
+
+
+class CustomStackPosition:
+    filename = None
+    lineno = None
+
+    def __init__(self, filename, lineno):
+        self.filename = filename
+        self.lineno = lineno
+
+
+custom_stack_position = None
+custom_prepend = ""
+custom_append = ""
+
+stack_position: traceback.FrameSummary | None = None
+
+escape_pairs = [
+    ("\\", "\\\\"),
+    ("\n", "\\n"),
+    ("\r", "\\r"),
+    ('"', '\\"'),
+]
+
+
+def escape_string(str):
+    for pair in escape_pairs:
+        str = str.replace(pair[0], pair[1])
+    return str
+
+
+def unescape_string(str):
+    for pair in escape_pairs:
+        str = str.replace(pair[1], pair[0])
+    return str
+
+
+def to_str(v):
+    if isinstance(v, list) and len(v) and isinstance(v[0], float):
+        return (
+                "["
+                + ", ".join(
+            np.format_float_positional(a, 4, fractional=False, trim=".") for a in v
+        )
+                + "]"
+        )
+    elif isinstance(v, tuple) and len(v) and isinstance(v[0], float):
+        return (
+                "("
+                + ", ".join(
+            np.format_float_positional(a, 4, fractional=False, trim=".") for a in v
+        )
+                + ")"
+        )
+    elif isinstance(v, float):
+        return np.format_float_positional(v, 4, fractional=False, trim=".")
+    return repr(v)
+
+
+def kwargs_to_string(kwargs):
+    return ", ".join(f"{k}={to_str(v)}" for k, v in kwargs.items())
+
+
+class UndoRedo:
+    def __init__(self, elements, name):
+        self.elements = list(elements)
+        self.name = name
+        if len(elements):
+            self.figure = main_figure(elements[0])
+            self.change_tracker = self.figure.change_tracker
+
+    def __enter__(self):
+        if len(self.elements):
+            self.undo = self.change_tracker.get_element_restore_function(self.elements)
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        if len(self.elements):
+            self.redo = self.change_tracker.get_element_restore_function(self.elements)
+            self.redo()
+            self.figure.canvas.draw()
+            self.figure.signals.figure_selection_property_changed.emit()
+            self.change_tracker.addEdit([self.undo, self.redo, self.name])
+
+
+def init_figure(fig):
+    for axes in fig.axes:
+        add_axes_default(axes)
+        add_text_default(axes.title)
+        add_text_default(axes._left_title)
+        add_text_default(axes._right_title)
+        for text in axes.texts:
+            add_text_default(text)
+    for text in fig.texts:
+        add_text_default(text)
+    for subfig in fig.subfigs:
+        for text in subfig.texts:
+            add_text_default(text)
+
+
+def add_text_default(element):
+    # properties to store
+    properties = [
+        "position",
+        "text",
+        "ha",
+        "va",
+        "fontsize",
+        "color",
+        "style",
+        "weight",
+        "fontname",
+        "rotation",
+    ]
+
+    # if the default properties are not set, aquire them
+    if getattr(element, "_pylustrator_old_args", None) is None:
+        old_args = {}
+        for name in properties:
+            try:
+                old_args[name] = getattr(element, f"get_{name}")()
+            except AttributeError:
+                continue
+        if getattr(element, "is_new_text", False):
+            # For new text elements, use matplotlib's default text properties
+            # so that any customizations will be detected and saved
+            old_args["position"] = None
+            old_args["text"] = None
+            old_args["ha"] = "left"
+            old_args["va"] = "baseline"
+            old_args["fontsize"] = 10.0
+            old_args["color"] = "black"
+            old_args["style"] = "normal"
+            old_args["weight"] = "normal"
+            old_args["fontname"] = "DejaVu Sans"
+            old_args["rotation"] = 0.0
+        element._pylustrator_old_args = old_args
+
+
+def add_axes_default(element):
+    properties = [
+        "position",
+        "xlim",
+        "xlabel",
+        "xticks",
+        "xticklabels",
+        "xscale",
+        "ylim",
+        "ylabel",
+        "yticks",
+        "yticklabels",
+        "yscale",
+        "zorder",
+    ]
+    if getattr(element, "_pylustrator_old_args", None) is None:
+        old_args = {}
+        for name in properties:
+            try:
+                old_args[name] = getattr(element, f"get_{name}")()
+            except AttributeError:
+                continue
+        pos = element.get_position()
+        old_args["position"] = [pos.x0, pos.y0, pos.width, pos.height]
+        old_args["xticks"] = list(old_args["xticks"])
+        old_args["xticks-locator"] = element.get_xaxis().major.locator
+        old_args["xticklabels"] = [t.get_text() for t in old_args["xticklabels"]]
+        old_args["yticks"] = list(old_args["yticks"])
+        old_args["yticks-locator"] = element.get_yaxis().major.locator
+        old_args["yticklabels"] = [t.get_text() for t in old_args["yticklabels"]]
+        old_args["grid"] = (
+                getattr(element.xaxis, "_gridOnMajor", False)
+                or getattr(element.xaxis, "_major_tick_kw", {"gridOn": False})["gridOn"]
+        )
+        old_args["spines"] = {s: v.get_visible() for s, v in element.spines.items()}
+
+        old_args["xticks-minor"] = list(element.get_xticks(minor=True))
+        old_args["xticklabels-minor"] = [
+            t.get_text() for t in element.get_xticklabels(minor=True)
+        ]
+        old_args["yticks-minor"] = list(element.get_yticks(minor=True))
+        old_args["yticklabels-minor"] = [
+            t.get_text() for t in element.get_yticklabels(minor=True)
+        ]
+        element._pylustrator_old_args = old_args
+    add_text_default(element.get_xaxis().get_label())
+    add_text_default(element.get_yaxis().get_label())
+
+
+def getReference(element: Artist | Figure | SubFigure, allow_using_variable_names=True):
+    """get the code string that represents the given Artist."""
+    if element is None:
+        return ""
+    if isinstance(element, Figure):
+        if allow_using_variable_names:
+            name = getattr(element, "_variable_name", None)
+            if name is not None:
+                return name
+        if isinstance(element.number, (float, int)):
+            return "plt.figure(%s)" % element.number
+        else:
+            return 'plt.figure("%s")' % element.number
+            # subfigures are only available in matplotlib>=3.4.0
+    if version.parse(mpl.__version__) >= version.parse("3.4.0") and isinstance(
+            element, SubFigure
+    ):
+        index = element._parent.subfigs.index(element)
+        return getReference(element._parent) + ".subfigs[%d]" % index
+    if isinstance(element, Line2D):
+        axes = element.axes
+        if not isinstance(axes, Axes):
+            raise ValueError("element must be a matplotlib.axes.Axes instance")
+        index = axes.lines.index(element)
+        return getReference(axes) + ".lines[%d]" % index
+    if isinstance(element, Collection):
+        axes = element.axes
+        if not isinstance(axes, Axes):
+            raise ValueError("element must be a matplotlib.axes.Axes instance")
+        index = axes.collections.index(element)
+        return getReference(axes) + ".collections[%d]" % index
+    if isinstance(element, Patch):
+        if element.axes:
+            index = element.axes.patches.index(element)
+            return getReference(element.axes) + ".patches[%d]" % index
+        index = element.figure.patches.index(element)
+        return getReference(element.figure) + ".patches[%d]" % (index)
+
+    if isinstance(element, Text):
+        if element.axes:
+            try:
+                index = element.axes.texts.index(element)
+            except ValueError:
+                for attribute_name in ["title", "_left_title", "_right_title"]:
+                    if getattr(element.axes, attribute_name, None) == element:
+                        return getReference(element.axes) + "." + attribute_name
+                pass
+            else:
+                return getReference(element.axes) + ".texts[%d]" % index
+        try:
+            index = element.figure.texts.index(element)
+            return getReference(element.figure) + ".texts[%d]" % (index)
+        except ValueError:
+            pass
+        for axes in element.figure.axes:
+            if element == axes.get_xaxis().get_label():
+                return getReference(axes) + ".get_xaxis().get_label()"
+            if element == axes.get_yaxis().get_label():
+                return getReference(axes) + ".get_yaxis().get_label()"
+
+            for index, label in enumerate(axes.get_xaxis().get_major_ticks()):
+                if element == label.label1:
+                    return (
+                            getReference(axes)
+                            + ".get_xaxis().get_major_ticks()[%d].label1" % index
+                    )
+                if element == label.label2:
+                    return (
+                            getReference(axes)
+                            + ".get_xaxis().get_major_ticks()[%d].label2" % index
+                    )
+            for index, label in enumerate(axes.get_xaxis().get_minor_ticks()):
+                if element == label.label1:
+                    return (
+                            getReference(axes)
+                            + ".get_xaxis().get_minor_ticks()[%d].label1" % index
+                    )
+                if element == label.label2:
+                    return (
+                            getReference(axes)
+                            + ".get_xaxis().get_minor_ticks()[%d].label2" % index
+                    )
+
+            for axes in element.figure.axes:
+                for index, label in enumerate(axes.get_yaxis().get_major_ticks()):
+                    if element == label.label1:
+                        return (
+                                getReference(axes)
+                                + ".get_yaxis().get_major_ticks()[%d].label1" % index
+                        )
+                    if element == label.label2:
+                        return (
+                                getReference(axes)
+                                + ".get_yaxis().get_major_ticks()[%d].label2" % index
+                        )
+                for index, label in enumerate(axes.get_yaxis().get_minor_ticks()):
+                    if element == label.label1:
+                        return (
+                                getReference(axes)
+                                + ".get_yaxis().get_minor_ticks()[%d].label1" % index
+                        )
+                    if element == label.label2:
+                        return (
+                                getReference(axes)
+                                + ".get_yaxis().get_minor_ticks()[%d].label2" % index
+                        )
+
+    if isinstance(element, Axes):
+        if element.get_label():
+
+            def check_fig_has_label(fig):
+                for ax in element.figure.axes:
+                    if ax != element and ax.get_label() == element.get_label():
+                        return True
+                return False
+
+            if not check_fig_has_label(element.figure):
+                return getReference(element.figure) + '.ax_dict["%s"]' % escape_string(
+                    element.get_label()
+                )
+        index = element.figure.axes.index(element)
+        return getReference(element.figure) + ".axes[%d]" % index
+
+    if isinstance(element, Legend):
+        return getReference(element.axes) + ".get_legend()"
+    raise TypeError(str(type(element)) + " not found")
+
+
+def setFigureVariableNames(figure: Figure):
+    """get the global variable names that refer to the given figure"""
+    import inspect
+
+    mpl_figure = _pylab_helpers.Gcf.figs[figure].canvas.figure  # ty:ignore[invalid-argument-type]
+    calling_globals = inspect.stack()[2][0].f_globals
+    fig_names = [
+        name
+        for name, val in calling_globals.items()
+        if isinstance(val, Figure) and hash(val) == hash(mpl_figure)
+    ]
+    # print("fig_names", fig_names)
+    if len(fig_names):
+        globals()[fig_names[0]] = mpl_figure
+        setattr(mpl_figure, "_variable_name", fig_names[0])
+
+
+class ChangeTracker:
+    """a class that records a list of the change to the figure"""
+
+    changes: Dict[Tuple[Artist, str], Tuple[Artist, str]]
+    saved = True
+
+    update_changes_signal = None
+
+    def __init__(self, figure: Figure, no_save):
+        global stack_position
+        if not isinstance(figure, Figure):
+            raise ValueError("figure must be a matplotlib figure")
+        self.figure: Figure = figure
+        self.edits = []
+        self.last_edit = -1
+        self.changes: Dict[Tuple[Artist, str], Tuple[Artist, str]] = {}
+        self.no_save = no_save
+
+        # make all the subplots pickable
+        for index, axes in enumerate(self.figure.axes):
+            # axes.set_title(index)
+            setattr(axes, "_pylustrator_number", index)
+
+            # store the position where StartPylustrator was called
+        if custom_stack_position is None:
+            stack_position = traceback.extract_stack()[-4]
+        else:
+            stack_position = custom_stack_position
+
+        self.fig_inch_size = self.figure.get_size_inches()
+
+        self.load()
+
+    def addChange(
+            self,
+            command_obj: Artist,
+            command: str,
+            reference_obj: Optional[Artist] = None,
+            reference_command: Optional[str] = None,
+    ):
+        """add a change"""
+        command = command.replace("\n", "\\n")
+        if reference_obj is None:
+            reference_obj = command_obj
+        if reference_command is None:
+            match = re.match(r"(\.[^(=]*)", command)
+            if match is not None:
+                (reference_command,) = match.groups()
+            else:
+                raise ValueError("command must start with .")
+        self.changes[reference_obj, reference_command] = (command_obj, command)
+        self.saved = False
+        self.changeCountChanged()
+
+    def get_element_restore_function(self, elements):
+        description_strings = []
+        for element in elements:
+            desc = self.get_describtion_string(element, exclude_default=False)
+            if isinstance(desc, list):
+                description_strings.extend(desc)
+            else:
+                description_strings.append(desc)
+
+        def restore():
+            for element, string in description_strings:
+                # function, arguments = re.match(r"\.([^(]*)\((.*)\)", string)
+                print(f"eval {getReference(element)}{string}")
+                eval(f"{getReference(element)}{string}")
+                if isinstance(element, Text):
+                    self.addNewTextChange(element)
+                elif isinstance(element, Axes) and string.startswith(".legend("):
+                    self.addNewLegendChange(element.get_legend())
+                elif isinstance(element, Axes):
+                    self.addNewAxesChange(element)
+                else:
+                    raise NotImplementedError
+                # getattr(element, function)(eval(arg))
+
+        return restore
+
+    def get_describtion_string(self, element, exclude_default=True):
+        if isinstance(element, Text):
+            # if the text is deleted we do not need to store all properties
+            if not element.get_visible() or element.get_text() == "":
+                if getattr(element, "is_new_text", False):
+                    return (
+                        element.axes or element.figure,
+                        ".text(0, 0, , visible=False)",
+                    )
+                else:
+                    is_label = np.any(
+                        [
+                            ax.xaxis.get_label() == element
+                            or ax.yaxis.get_label() == element
+                            for ax in element.figure.axes
+                        ]
+                    )
+                    if is_label:
+                        return element, ".set(text='')"
+                    return element, ".set(visible=False)"
+
+            # properties to store
+            properties = [
+                "position",
+                "text",
+                "ha",
+                "va",
+                "fontsize",
+                "color",
+                "style",
+                "weight",
+                "fontname",
+                "rotation",
+            ]
+
+            # get current property values
+            kwargs = {}
+            for prop in properties:
+                value = getattr(element, f"get_{prop}")()
+                default = element._pylustrator_old_args[prop]
+                if to_str(default) != to_str(value) or not exclude_default:
+                    kwargs[prop] = value
+
+            # get position and transformation
+            pos = element.get_position()
+            if element.axes:
+                transform = getReference(element.axes) + ".transAxes"
+            else:
+                transform = getReference(element.figure) + ".transFigure"
+
+            # compose text
+            if getattr(element, "is_new_text", False) and exclude_default:
+                text = kwargs.pop("text", element.get_text())
+                position = kwargs.pop("position", element.get_position())
+                kwargs = kwargs_to_string(kwargs)
+                return (
+                    element.axes or element.figure,
+                    f".text({position[0]:.4f}, {position[1]:.4f}, {repr(text)}, transform={transform}, {kwargs})  # id={getReference(element)}.new",
+                )
+            else:
+                if "position" in kwargs:
+                    kwargs["position"] = tuple(np.round(kwargs["position"], 4))
+                kwargs = kwargs_to_string(kwargs)
+                return element, f".set({kwargs})"
+        elif isinstance(element, Legend):
+            ncols_name = "ncols"
+            if version.parse(mpl.__version__) < version.parse("3.6.0"):
+                ncols_name = "ncol"
+
+            property_names = [
+                ("frameon", lambda x: x.get_frame_on()),
+                ("borderpad", lambda x: x.borderpad),
+                ("labelspacing", lambda x: x.labelspacing),
+                ("markerscale", lambda x: x.markerscale),
+                ("handlelength", lambda x: x.handlelength),
+                ("handletextpad", lambda x: x.handletextpad),
+                (ncols_name, lambda x: getattr(x, "_" + ncols_name)),
+                ("columnspacing", lambda x: x.columnspacing),
+                ("fontsize", lambda x: x._fontsize),
+                ("title", lambda x: x.get_title().get_text()),
+                ("title_fontsize", lambda x: x.get_title().get_fontsize()),
+            ]
+
+            # get current property values
+            kwargs = {"loc": element._loc}
+            for prop, func in property_names:
+                value = func(element)
+                try:
+                    default = plt.rcParams["legend." + prop]
+                except KeyError:
+                    if prop == "title":
+                        default = ""
+                    elif prop == ncols_name:
+                        default = 1
+                    else:
+                        default = None
+                    pass
+                if (prop == "fontsize" or prop == "title_fontsize") and (
+                        default == "medium" or default is None
+                ):
+                    if value == plt.rcParams["font.size"]:
+                        continue
+                if prop == "title_fontsize" and "title" not in kwargs:
+                    continue
+                if value != default or not exclude_default:
+                    kwargs[prop] = value
+            parent = element.figure if element.axes is None else element.axes
+            return parent, f".legend({kwargs_to_string(kwargs)})"
+        elif isinstance(element, Axes):
+            properties = [
+                "position",
+                "xscale",
+                "xlabel",
+                "xticks",
+                "xticklabels",
+                "xlim",
+                "yscale",
+                "ylabel",
+                "yticks",
+                "yticklabels",
+                "ylim",
+                "zorder",
+            ]
+
+            # get current property values
+            kwargs = {}
+            for prop in properties:
+                value = getattr(element, f"get_{prop}")()
+                # if self.text_properties_defaults[prop] != value or not exclude_default:
+                kwargs[prop] = value
+
+            pos = element.get_position()
+            kwargs["position"] = [pos.x0, pos.y0, pos.width, pos.height]
+            kwargs["xticks"] = list(kwargs["xticks"])
+            kwargs["xticklabels"] = [t.get_text() for t in kwargs["xticklabels"]]
+            kwargs["yticks"] = list(kwargs["yticks"])
+            kwargs["yticklabels"] = [t.get_text() for t in kwargs["yticklabels"]]
+            kwargs["xticks-minor"] = list(element.get_xticks(minor=True))
+            kwargs["xticklabels-minor"] = [
+                t.get_text() for t in element.get_xticklabels(minor=True)
+            ]
+            kwargs["yticks-minor"] = list(element.get_yticks(minor=True))
+            kwargs["yticklabels-minor"] = [
+                t.get_text() for t in element.get_yticklabels(minor=True)
+            ]
+            from matplotlib.ticker import AutoLocator
+
+            if 0:
+                if element.get_autoscale_on():
+                    del kwargs["xlim"]
+                    del kwargs["ylim"]
+                if isinstance(element.get_xaxis().major.locator, AutoLocator):
+                    del kwargs["xticks"]
+                    del kwargs["xticklabels"]
+            if (
+                    isinstance(element.get_xaxis().major.locator, AutoLocator)
+                    and element._pylustrator_old_args["xticks-locator"]
+            ):
+                del kwargs["xticks"]
+                del kwargs["xticklabels"]
+            if (
+                    isinstance(element.get_yaxis().major.locator, AutoLocator)
+                    and element._pylustrator_old_args["yticks-locator"]
+            ):
+                del kwargs["yticks"]
+                del kwargs["yticklabels"]
+
+            # get current property values
+            for prop in list(kwargs.keys()):
+                value = kwargs[prop]
+                default = element._pylustrator_old_args[prop]
+                if to_str(default) == to_str(value) and exclude_default:
+                    del kwargs[prop]
+
+            # the main properties that can be set directly
+            desc_strings = [
+                (
+                    element,
+                    f".set({kwargs_to_string({k: v for k, v in kwargs.items() if k in properties})})",
+                )
+            ]
+
+            # the minor ticks
+            if "xticks-minor" in kwargs:
+                desc_strings.append(
+                    [
+                        element,
+                        f".set_xticks({to_str(kwargs['xticks-minor'])}, {to_str(kwargs['xticklabels-minor'])}, minor=True)",
+                    ]
+                )
+            if "yticks-minor" in kwargs:
+                desc_strings.append(
+                    [
+                        element,
+                        f".set_yticks({to_str(kwargs['yticks-minor'])}, {to_str(kwargs['yticklabels-minor'])}, minor=True)",
+                    ]
+                )
+
+            # the grid
+            has_grid = (
+                    getattr(element.xaxis, "_gridOnMajor", False)
+                    or getattr(element.xaxis, "_major_tick_kw", {"gridOn": False})["gridOn"]
+            )
+            if has_grid != element._pylustrator_old_args["grid"] or not exclude_default:
+                desc_strings.append([element, f".grid({has_grid})"])
+
+            visible = []
+            hidden = []
+            for name, spine in element.spines.items():
+                if (
+                        spine.get_visible() != element._pylustrator_old_args["spines"][name]
+                        or not exclude_default
+                ):
+                    if spine.get_visible():
+                        visible.append(name)
+                    else:
+                        hidden.append(name)
+            if len(visible):
+                if version.parse(mpl.__version__) < version.parse("3.4.0"):
+                    for name in visible:
+                        desc_strings.append(
+                            [element, f".spines[{name}].set_visible(True)"]
+                        )
+                else:
+                    desc_strings.append(
+                        [element, f".spines[{visible}].set_visible(True)"]
+                    )
+            if len(hidden):
+                if version.parse(mpl.__version__) < version.parse("3.4.0"):
+                    for name in hidden:
+                        desc_strings.append(
+                            [element, f".spines[{name}].set_visible(False)"]
+                        )
+                else:
+                    desc_strings.append(
+                        [element, f".spines[{hidden}].set_visible(False)"]
+                    )
+
+            return desc_strings
+
+    text_properties_defaults = None
+
+    def addNewTextChange(self, element):
+        command_parent, command = self.get_describtion_string(element)
+
+        # make sure there are no old changes to this element
+        keys = [k for k in self.changes]
+        for reference_obj, reference_command in keys:
+            if reference_obj == element:
+                del self.changes[reference_obj, reference_command]
+
+        # store the changes
+        if getattr(element, "is_new_text", False):
+            if not element.get_visible() or element.get_text() == "":
+                return
+            main_figure(element).change_tracker.addChange(
+                command_parent, command, element, ".new"
+            )
+        else:
+            if command.endswith(".set()"):
+                return
+            main_figure(element).change_tracker.addChange(command_parent, command)
+
+    def addNewLegendChange(self, element):
+        command_parent, command = self.get_describtion_string(element)
+
+        # make sure there are no old changes to this element
+        keys = [k for k in self.changes]
+        for reference_obj, reference_command in keys:
+            if reference_obj == element:
+                del self.changes[reference_obj, reference_command]
+
+        # store the changes
+        # if not element.get_visible() and getattr(element, "is_new_text", False):
+        #    return
+        main_figure(element).change_tracker.addChange(command_parent, command)
+
+    def addNewAxesChange(self, element):
+        desc_strings = self.get_describtion_string(element)
+
+        # make sure there are no old changes to this element
+        keys = [k for k in self.changes]
+        for reference_obj, reference_command in keys:
+            if reference_obj == element:
+                del self.changes[reference_obj, reference_command]
+
+        # store the changes
+        # if not element.get_visible() and getattr(element, "is_new_text", False):
+        #    return
+        for command_parent, command in desc_strings:
+            if command.endswith(".set()"):
+                continue
+            main_figure(element).change_tracker.addChange(command_parent, command)
+
+    def changeCountChanged(self):
+        if self.update_changes_signal is not None:
+            name_undo = ""
+            if self.last_edit >= 0 and len(self.edits[self.last_edit]) > 2:
+                name_undo = self.edits[self.last_edit][2]
+            name_redo = ""
+            if (
+                    self.last_edit < len(self.edits) - 1
+                    and len(self.edits[self.last_edit + 1]) > 2
+            ):
+                name_redo = self.edits[self.last_edit + 1][2]
+            self.update_changes_signal.emit(
+                self.last_edit < 0,
+                self.last_edit >= len(self.edits) - 1,
+                name_undo,
+                name_redo,
+            )
+
+    def removeElement(self, element: Artist):
+        """remove an Artis from the figure"""
+        # create_key = key+".new"
+        created_by_pylustrator = (element, ".new") in self.changes
+        # delete changes related to this element
+        keys = [k for k in self.changes]
+        for reference_obj, reference_command in keys:
+            if reference_obj == element:
+                del self.changes[reference_obj, reference_command]
+        if not created_by_pylustrator or isinstance(element, Text):
+            is_label = np.any(
+                [
+                    ax.xaxis.get_label() == element or ax.yaxis.get_label() == element
+                    for ax in element.figure.axes
+                ]
+            )
+            if is_label and isinstance(element, Text):
+                text_content = element.get_text()
+
+            def redo():
+                if is_label and isinstance(element, Text):
+                    element.set_text("")
+                else:
+                    element.set_visible(False)
+                if isinstance(element, Text):
+                    main_figure(element).change_tracker.addNewTextChange(element)
+                else:
+                    self.addChange(element, ".set(visible=False)")
+
+            def undo():
+                if is_label and isinstance(element, Text):
+                    element.set_text(text_content)
+                else:
+                    element.set_visible(True)
+                if isinstance(element, Text):
+                    main_figure(element).change_tracker.addNewTextChange(element)
+                else:
+                    self.addChange(element, ".set(visible=True)")
+
+            redo()
+            main_figure(element).change_tracker.addEdit([undo, redo, "Delete Text"])
+        else:
+            element.remove()
+        self.figure.selection.remove_target(element)
+
+    def addEdit(self, edit: list):
+        """add an edit to the stored list of edits"""
+        if self.last_edit < len(self.edits) - 1:
+            self.edits = self.edits[: self.last_edit + 1]
+        self.edits.append(edit)
+        self.last_edit = len(self.edits) - 1
+        self.last_edit = len(self.edits) - 1
+        # print("addEdit", len(self.edits), self.last_edit)
+        self.saved = False
+        self.changeCountChanged()
+
+    def backEdit(self):
+        """undo an edit in the list"""
+        if self.last_edit < 0:
+            # print("no backEdit", len(self.edits), self.last_edit)
+            return
+        edit = self.edits[self.last_edit]
+        edit[0]()
+        self.last_edit -= 1
+        self.figure.canvas.draw()
+        # print("backEdit", len(self.edits), self.last_edit)
+        self.changeCountChanged()
+
+    def forwardEdit(self):
+        """redo an edit"""
+        if self.last_edit >= len(self.edits) - 1:
+            # print("no forwardEdit", len(self.edits), self.last_edit)
+            return
+        edit = self.edits[self.last_edit + 1]
+        edit[1]()
+        self.last_edit += 1
+        self.figure.canvas.draw()
+        # print("forwardEdit", len(self.edits), self.last_edit)
+        self.changeCountChanged()
+
+    def load(self):
+        """load a set of changes from a script file. The changes are the code that pylustrator generated"""
+        if stack_position is None:
+            return
+        regex = re.compile(r"(\.[^\(= ]*)(.*)")
+        command_obj_regexes = [
+            getReference(self.figure),
+            r"plt\.figure\([^)]*\)",
+            r"fig",
+            r"\.subfigs\[\d*\]",
+            r"\.ax_dict\[\"[^\"]*\"\]",
+            r"\.axes\[\d*\]",
+            r"\.texts\[\d*\]",
+            r"\.{title|_left_title|_right_title}",
+            r"\.lines\[\d*\]",
+            r"\.collections\[\d*\]",
+            r"\.patches\[\d*\]",
+            r"\.get_[xy]axis\(\)\.get_(major|minor)_ticks\(\)\[\d*\]",
+            r"\.get_[xy]axis\(\)\.get_label\(\)",
+            r"\.get_legend\(\)",
+        ]
+        command_obj_regexes = [re.compile(r) for r in command_obj_regexes]
+
+        # fig = self.figure
+        header = []
+        header += ["fig = plt.figure(%s)" % self.figure.number]
+        header += ["import matplotlib as mpl"]
+
+        self.get_reference_cached = {}
+
+        block, lineno = getTextFromFile(getReference(self.figure), stack_position)
+        if not block:
+            block, lineno = getTextFromFile(
+                getReference(self.figure, allow_using_variable_names=False),
+                stack_position,
+            )
+        for line in block:
+            try:
+                line = line.strip()
+                lineno += 1
+                if line == "" or line in header or line.startswith("#"):
+                    continue
+                if re.match(r".*\.ax_dict =.*", line):
+                    continue
+
+                raw_line = line
+
+                # try to identify the command object of the line
+                command_obj = ""
+                for r in command_obj_regexes:
+                    while True:
+                        match = r.match(line)
+                        if match:
+                            found = match.group()
+                            line = line[len(found):]
+                            command_obj += found
+                        else:
+                            break
+
+                match = regex.match(line)
+                if match:
+                    command, parameter = match.groups()
+                else:
+                    raise ValueError("Could not parse line: %s" % line)
+
+                m = re.match(r".*# id=(.*)", line)
+                if m:
+                    key = m.groups()[0]
+                else:
+                    key = command_obj + command
+
+                # by default reference and command object are the same
+                reference_obj = command_obj
+                reference_command = command
+
+                if (
+                        command == ".set_xticks"
+                        or command == ".set_yticks"
+                        or command == ".set_xlabels"
+                        or command == ".set_ylabels"
+                ):
+                    if line.find("minor=True") != -1:
+                        reference_command = command + "_minor"
+
+                # for new created texts, the reference object is the text and not the axis/figure
+                if (
+                        command == ".text"
+                        or command == ".annotate"
+                        or command == ".add_patch"
+                ):
+                    # for texts we stored the linenumbers where they were created
+                    if command == ".text":
+                        # get the parent object (usually an Axes)
+                        parent = eval(reference_obj)
+                        # iterate over the texts
+                        for t in parent.texts:
+                            # and find if one of the texts was created in the line we are currently looking at
+                            if getattr(t, "_pylustrator_reference", None):
+                                if (
+                                        t._pylustrator_reference["stack_position"].lineno
+                                        == lineno
+                                ):
+                                    reference_obj = getReference(t)
+                                    break
+                        else:
+                            match = re.match(r"(.*)(\..*)", key)
+                            if match:
+                                reference_obj, _ = match.groups()
+                    else:
+                        match = re.match(r"(.*)(\..*)", key)
+                        if match:
+                            reference_obj, _ = match.groups()
+                    reference_command = ".new"
+                    if command == ".text":
+                        eval(reference_obj).is_new_text = True
+
+                command_obj = eval(command_obj)
+                reference_obj_str = reference_obj
+                reference_obj = eval(reference_obj)
+
+                # if values where saved during the pylustrator saved code
+                for change in getattr(reference_obj, "_pylustrator_old_values", []):
+                    if change["stack_position"].lineno == lineno:
+                        old_values = change["old_args"].copy()
+                        old_values.update(
+                            getattr(reference_obj, "_pylustrator_old_args", {})
+                        )
+                        reference_obj._pylustrator_old_args = old_values
+
+                # if the reference object is just a dummy, we ignore it
+                if isinstance(reference_obj, Dummy):
+                    print(
+                        "WARNING: line references a missing object, will remove line on save:",
+                        raw_line,
+                        file=sys.stderr,
+                    )
+                    continue
+            # this error can occur if there are old saved lines that reference objects that are not there anymore
+            except (IndexError, ValueError):
+                continue
+
+            self.get_reference_cached[reference_obj] = reference_obj_str
+
+            # print("---", [reference_obj, reference_command], (command_obj, command + parameter))
+            self.changes[reference_obj, reference_command] = (
+                command_obj,
+                command + parameter,
+            )
+        self.sorted_changes()
+
+    def sorted_changes(self):
+        """sort the changes by their priority. For example setting to logscale needs to be executed before xlim."""
+
+        def getRef(obj):
+            try:
+                return getReference(obj)
+            except (ValueError, TypeError):
+                # the ticks objects can for some reason not be referenced properly in the next code run
+                # they are somehow XTicks objects when loading but when saving they are Text objects
+                if obj in self.get_reference_cached:
+                    return self.get_reference_cached[obj]
+                raise
+
+        indices = []
+        for reference_obj, reference_command in self.changes:
+            try:
+                if isinstance(reference_obj, Figure):
+                    obj_indices = ("", "", "", "")
+                else:
+                    if getattr(
+                            reference_obj, "axes", None
+                    ) is not None and not isinstance(
+                        getattr(reference_obj, "axes", None), list
+                    ):
+                        if reference_command == ".new":
+                            index = "0"
+                        elif (
+                                reference_command == ".set_xscale"
+                                or reference_command == ".set_yscale"
+                        ):
+                            index = "1"
+                        elif (
+                                reference_command == ".set_xlim"
+                                or reference_command == ".set_ylim"
+                        ):
+                            index = "2"
+                        elif (
+                                reference_command == ".set_xticks"
+                                or reference_command == ".set_yticks"
+                        ):
+                            index = "3"
+                        elif (
+                                reference_command == ".set_xticklabels"
+                                or reference_command == ".set_yticklabels"
+                        ):
+                            index = "4"
+                        else:
+                            index = "5"
+                        obj_indices = (
+                            getRef(reference_obj.axes),
+                            getRef(reference_obj),
+                            index,
+                            reference_command,
+                        )
+                    else:
+                        obj_indices = (getRef(reference_obj), "", "", reference_command)
+                indices.append(
+                    [
+                        (reference_obj, reference_command),
+                        self.changes[reference_obj, reference_command],
+                        obj_indices,
+                    ]
+                )
+            except (ValueError, TypeError) as err:
+                print(err, file=sys.stderr)
+
+        srt = natsorted(indices, key=lambda a: a[2])
+        output = []
+        for s in srt:
+            command_obj, command = s[1]
+            try:
+                output.append(getRef(command_obj) + command)
+            except TypeError as err:
+                print(err, file=sys.stderr)
+
+        return output
+
+    def save(self):
+        """save the changes to the .py file"""
+        global stack_position
+        if stack_position is None:
+            return
+
+        # if saving is disabled
+        if self.no_save is True:
+            return
+        header = [
+            getReference(self.figure)
+            + ".ax_dict = {ax.get_label(): ax for ax in "
+            + getReference(self.figure)
+            + ".axes}",
+            "import matplotlib as mpl",
+            f"getattr({getReference(self.figure)}, '_pylustrator_init', lambda: ...)()",
+        ]
+
+        # block = getTextFromFile(header[0], self.stack_position)
+        output = [
+            custom_prepend + "#% start: automatic generated code from pylustrator"
+        ]
+        # add the lines from the header
+        for line in header:
+            output.append(line)
+        # add all lines from the changes
+        for line in self.sorted_changes():
+            output.append(line)
+            if line.startswith("fig.add_axes"):
+                output.append(header[1])
+        output.append(
+            "#% end: automatic generated code from pylustrator" + custom_append
+        )
+        print("\n" + "\n".join(output) + "\n")
+
+        block_id = getReference(self.figure)
+        block = getTextFromFile(block_id, stack_position)
+        if not block:
+            block_id = getReference(self.figure, allow_using_variable_names=False)
+            block = getTextFromFile(block_id, stack_position)
+        try:
+            insertTextToFile(output, stack_position, block_id)
+        except FileNotFoundError:
+            print(
+                "WARNING: no file to save the above changes was found, you are probably using pylustrator from a shell session.",
+                file=sys.stderr,
+            )
+        self.saved = True
+
+
+def getTextFromFile(block_id: str, stack_pos: traceback.FrameSummary):
+    """get the text which corresponds to the block_id (e.g. which figure) at the given position sepcified by stack_pos."""
+    block_id = lineToId(block_id)
+    block = None
+
+    if not custom_stack_position:
+        if not stack_pos.filename.endswith(".py") and not stack_pos.filename.startswith(
+                "<ipython-input-"
+        ):
+            return [], -1
+
+    start_lineno = -1
+
+    with open(stack_pos.filename, "r", encoding="utf-8") as fp1:
+        for lineno, line in enumerate(fp1, start=1):
+            # if we are currently reading a pylustrator block
+            if block is not None:
+                # add the line to the block
+                block.add(line)
+                # and see if we have found the end
+                if line.strip().startswith("#% end:") and line.strip().endswith(
+                        custom_append
+                ):
+                    block.end()
+            # if there is a new pylustrator block
+            elif line.strip().startswith(custom_prepend + "#% start:"):
+                block = Block(line)
+                start_lineno = lineno - 1
+
+            # if we are currently reading a block, continue with the next line
+            if block is not None and not block.finished:
+                continue
+
+            if block is not None and block.finished:
+                if block.id == block_id:
+                    return block, start_lineno
+            block = None
+    return [], start_lineno
+
+
+class Block:
+    """an object to represent the code block generated by a pylustrator save"""
+
+    id = None
+    finished = False
+
+    def __init__(self, line: str):
+        """initialize the block with its first line"""
+        self.text = line
+        self.size = 1
+        self.indent = getIndent(line)
+
+    def add(self, line: str):
+        """add a line to the block"""
+        if self.id is None:
+            self.id = lineToId(line)
+        self.text += line
+        self.size += 1
+
+    def end(self):
+        """end the block"""
+        self.finished = True
+
+    def __iter__(self):
+        """iterate over all the lines of the block"""
+        return iter(self.text.split("\n"))
+
+
+def getIndent(line: str):
+    """get the indent part of a line of code"""
+    i = 0
+    for i in range(len(line)):
+        if line[i] != " " and line[i] != "\t":
+            break
+    indent = line[:i]
+    return indent
+
+
+class LineNumberFilePointer:
+    def __init__(self, fp: IO):
+        self.fp = fp
+        self.lineno = 0
+
+    def write(self, line: str):
+        self.fp.write(line)
+        self.lineno += line.count("\n")
+
+
+def lineToId(line: str):
+    """get the id of a line, e.g. part which specifies which figure it refers to"""
+    line = line.strip()
+    line = line.split(".ax_dict")[0]
+    if line.startswith("fig = "):
+        line = line[len("fig = "):]
+    return line
+
+
+def insertTextToFile(
+        new_block: list[str], stack_pos: traceback.FrameSummary, figure_id_line: str
+):
+    """insert a text block into a file"""
+    figure_id_line = lineToId(figure_id_line)
+    block = None
+    written = False
+    written_end = False
+    lineno_stack = None
+    # open a temporary file with the same name for writing
+    with open(stack_pos.filename + ".tmp", "w", encoding="utf-8") as fp2:
+        fp2 = LineNumberFilePointer(fp2)
+        # open the current python file for reading
+        with open(stack_pos.filename, "r", encoding="utf-8") as fp1:
+            # iterate over all lines and line numbers
+            for fp1.lineno, line in enumerate(fp1, start=1):
+                # if we are currently reading a pylustrator block
+                if block is not None:
+                    # add the line to the block
+                    block.add(line)
+                    # and see if we have found the end
+                    if line.strip().startswith("#% end:") and line.strip().endswith(
+                            custom_append
+                    ):
+                        block.end()
+                        line = ""
+                # if there is a new pylustrator block
+                elif line.strip().startswith(custom_prepend + "#% start:"):
+                    block = Block(line)
+
+                # if we are currently reading a block, continue with the next line
+                if block is not None and not block.finished:
+                    continue
+
+                # the current block is finished
+                if block is not None:
+                    # either it is the block we want to save, then replace the old block with the new
+                    if block.id == figure_id_line:
+                        # remember that we wrote the new block
+                        written = fp2.lineno + 1
+                        # write the new block to the target file instead of the current block
+                        indent = block.indent
+                        for line_text in new_block:
+                            fp2.write(indent + line_text + "\n")
+                        written_end = fp2.lineno
+                    # or it is another block, then we just write it
+                    else:
+                        # the we just copy the current block into the new file
+                        fp2.write(block.text)
+                    # we already handled this block
+                    block = None
+
+                # if we are at the entry point (e.g. plt.show())
+                if fp1.lineno == stack_pos.lineno:
+                    # and if we not have written the new block
+                    if not written:
+                        written = fp2.lineno + 1
+                        # we write it now to the target file
+                        indent = getIndent(line)
+                        for line_text in new_block:
+                            fp2.write(indent + line_text + "\n")
+                        written_end = fp2.lineno
+                    # and we store the position where we will write the entry point (e.g. the plt.show())
+                    lineno_stack = fp2.lineno + 1
+                # transfer the current line to the new file
+                fp2.write(line)
+
+    # update the position of the entry point, as we have inserted stuff in the new file which can change the position
+    stack_pos.lineno = lineno_stack
+
+    # now copy the temporary file over the old file
+    with open(stack_pos.filename + ".tmp", "r", encoding="utf-8") as fp2:
+        with open(stack_pos.filename, "w", encoding="utf-8") as fp1:
+            for line in fp2:
+                fp1.write(line)
+    print(
+        "save",
+        figure_id_line,
+        "to",
+        stack_pos.filename,
+        "line %d-%d" % (written, written_end),
+    )
diff --git a/pylustrator/components/align.py b/pylustrator/components/align.py
index b9dd8f7..d0d02b1 100644
--- a/pylustrator/components/align.py
+++ b/pylustrator/components/align.py
@@ -1,10 +1,15 @@
 import os
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from PyQt5 import QtGui, QtWidgets
+else:
+    from qtpy import QtGui, QtWidgets
 
 
 class Align(QtWidgets.QWidget):
-    def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
-        """ A widget that allows to align the elements of a multi selection.
+    def __init__(self, layout: QtWidgets.QLayout, signals):
+        """A widget that allows to align the elements of a multi selection.
 
         Args:
             layout: the layout to which to add the widget
@@ -15,19 +20,42 @@ def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
 
         signals.figure_changed.connect(self.setFigure)
 
-        self.layout = QtWidgets.QHBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
-        actions = ["left_x", "center_x", "right_x", "distribute_x", "top_y", "center_y", "bottom_y", "distribute_y", "group"]
-        icons = ["left_x.png", "center_x.png", "right_x.png", "distribute_x.png", "top_y.png", "center_y.png",
-                 "bottom_y.png", "distribute_y.png", "group.png"]
+        actions = [
+            "left_x",
+            "center_x",
+            "right_x",
+            "distribute_x",
+            "top_y",
+            "center_y",
+            "bottom_y",
+            "distribute_y",
+            "group",
+        ]
+        icons = [
+            "left_x.png",
+            "center_x.png",
+            "right_x.png",
+            "distribute_x.png",
+            "top_y.png",
+            "center_y.png",
+            "bottom_y.png",
+            "distribute_y.png",
+            "group.png",
+        ]
         self.buttons = []
         align_group = QtWidgets.QButtonGroup(self)
         for index, act in enumerate(actions):
-            button = QtWidgets.QPushButton(QtGui.QIcon(os.path.join(os.path.dirname(__file__), "..", "icons", icons[index])),
-                                           "")
-            button.setToolTip(act.replace('_', ' '))
-            self.layout.addWidget(button)
+            button = QtWidgets.QPushButton(
+                QtGui.QIcon(
+                    os.path.join(os.path.dirname(__file__), "..", "icons", icons[index])
+                ),
+                "",
+            )
+            button.setToolTip(act.replace("_", " "))
+            self.layout_main.addWidget(button)
             button.clicked.connect(lambda x, act=act: self.execute_action(act))
             self.buttons.append(button)
             align_group.addButton(button)
@@ -35,14 +63,14 @@ def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
                 line = QtWidgets.QFrame()
                 line.setFrameShape(QtWidgets.QFrame.VLine)
                 line.setFrameShadow(QtWidgets.QFrame.Sunken)
-                self.layout.addWidget(line)
-        self.layout.addStretch()
+                self.layout_main.addWidget(line)
+        self.layout_main.addStretch()
 
     def execute_action(self, act: str):
-        """ execute an alignment action """
+        """execute an alignment action"""
         self.fig.selection.align_points(act)
         self.fig.selection.update_selection_rectangles()
         self.fig.canvas.draw()
 
     def setFigure(self, fig):
-        self.fig = fig
\ No newline at end of file
+        self.fig = fig
diff --git a/pylustrator/components/figure_previews.py b/pylustrator/components/figure_previews.py
index 0331bbd..c10e441 100644
--- a/pylustrator/components/figure_previews.py
+++ b/pylustrator/components/figure_previews.py
@@ -1,4 +1,9 @@
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
+else:
+    from qtpy import QtCore, QtGui, QtWidgets
 
 
 class FigurePreviews(QtWidgets.QWidget):
@@ -19,14 +24,14 @@ def addFigure(self, figure):
         self.buttons.append(button)
         self.layout2.addWidget(button)
 
-        button.setAlignment(QtCore.Qt.AlignCenter)
+        button.setAlignment(QtCore.Qt.AlignmentFlag.AlignCenter)
         pix = QtGui.QPixmap(20, 30)
         pix.fill(QtGui.QColor("#666666"))
 
         target_width = 150
-        target_height = 150*9/16
+        target_height = 150 * 9 / 16
         w, h = figure.get_size_inches()
-        figure.savefig("tmp.png", dpi=min([target_width/w, target_height/h]))
+        figure.savefig("tmp.png", dpi=min([target_width / w, target_height / h]))
         button.setStyleSheet("background:#d1d1d1")
         button.setMaximumWidth(150)
         button.setMaximumHeight(150)
@@ -34,6 +39,6 @@ def addFigure(self, figure):
 
         pix.load("tmp.png")
         # scale pixmap to fit in label'size and keep ratio of pixmap
-        #pix = pix.scaled(160, 90, QtCore.Qt.KeepAspectRatio)
+        # pix = pix.scaled(160, 90, QtCore.Qt.KeepAspectRatio)
         button.setPixmap(pix)
-        button.mousePressEvent = lambda e: self.parent.setFigure(figure)
+        button.mousePressEvent = lambda e: self.parent.setFigure(figure)  # ty:ignore[invalid-assignment, possibly-missing-attribute]
diff --git a/pylustrator/components/info_dialog.py b/pylustrator/components/info_dialog.py
index 99299d6..262f95d 100644
--- a/pylustrator/components/info_dialog.py
+++ b/pylustrator/components/info_dialog.py
@@ -1,40 +1,56 @@
 import os
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
+else:
+    from qtpy import QtCore, QtGui, QtWidgets
 
 
 class InfoDialog(QtWidgets.QWidget):
     def __init__(self, parent):
-        """ A dialog displaying the version number of pylustrator.
+        """A dialog displaying the version number of pylustrator.
 
         Args:
             parent: the parent widget
         """
         QtWidgets.QWidget.__init__(self)
         self.setWindowTitle("Pylustrator - Info")
-        self.setWindowIcon(QtGui.QIcon(os.path.join(os.path.dirname(__file__), "..", "icons", "logo.ico")))
-        self.layout = QtWidgets.QVBoxLayout(self)
+        self.setWindowIcon(
+            QtGui.QIcon(
+                os.path.join(os.path.dirname(__file__), "..", "icons", "logo.ico")
+            )
+        )
+        self.layout_main = QtWidgets.QVBoxLayout(self)
 
         self.label = QtWidgets.QLabel("")
 
-        pixmap = QtGui.QPixmap(os.path.join(os.path.dirname(__file__), "..", "icons", "logo.png"))
+        pixmap = QtGui.QPixmap(
+            os.path.join(os.path.dirname(__file__), "..", "icons", "logo.png")
+        )
         self.label.setPixmap(pixmap)
         self.label.setMask(pixmap.mask())
-        self.layout.addWidget(self.label)
+        self.layout_main.addWidget(self.label)
 
         import pylustrator
+
         self.label = QtWidgets.QLabel("<b>Version " + pylustrator.__version__ + "</b>")
         font = self.label.font()
         font.setPointSize(16)
         self.label.setFont(font)
-        self.label.setAlignment(QtCore.Qt.AlignCenter)
-        self.layout.addWidget(self.label)
+        self.label.setAlignment(QtCore.Qt.AlignmentFlag.AlignCenter)
+        self.layout_main.addWidget(self.label)
 
         self.label = QtWidgets.QLabel("Copyright © 2016-2022, Richard Gerum")
-        self.label.setAlignment(QtCore.Qt.AlignCenter)
-        self.layout.addWidget(self.label)
-
-        self.label = QtWidgets.QLabel("<a href=https://pylustrator.readthedocs.io>Documentation</a>")
-        self.label.setAlignment(QtCore.Qt.AlignCenter)
-        self.label.setTextInteractionFlags(QtCore.Qt.TextBrowserInteraction)
+        self.label.setAlignment(QtCore.Qt.AlignmentFlag.AlignCenter)
+        self.layout_main.addWidget(self.label)
+
+        self.label = QtWidgets.QLabel(
+            "<a href=https://pylustrator.readthedocs.io>Documentation</a>"
+        )
+        self.label.setAlignment(QtCore.Qt.AlignmentFlag.AlignCenter)
+        self.label.setTextInteractionFlags(
+            QtCore.Qt.TextInteractionFlag.TextBrowserInteraction
+        )
         self.label.setOpenExternalLinks(True)
-        self.layout.addWidget(self.label)
+        self.layout_main.addWidget(self.label)
diff --git a/pylustrator/components/matplotlibwidget.py b/pylustrator/components/matplotlibwidget.py
index 4564984..a5428a7 100644
--- a/pylustrator/components/matplotlibwidget.py
+++ b/pylustrator/components/matplotlibwidget.py
@@ -34,24 +34,40 @@
 
 __version__ = "1.0.0"
 
-import sys
 import time
+from typing import TYPE_CHECKING
 
 import qtawesome as qta
-from matplotlib.backends.qt_compat import QtWidgets, QtCore
+
+if TYPE_CHECKING:
+    from PyQt5 import QtWidgets, QtCore
+    from PyQt5.QtCore import pyqtSignal as Signal
+else:
+    from qtpy import QtWidgets, QtCore
+    from qtpy.QtCore import Signal
+
 try:  # for matplotlib > 3.0
-    from matplotlib.backends.backend_qtagg import (FigureCanvas, FigureManager, NavigationToolbar2QT as NavigationToolbar)
+    from matplotlib.backends.backend_qtagg import (
+        FigureCanvas,  # ty:ignore[unresolved-import]
+        FigureManager,  # ty:ignore[unresolved-import]
+        NavigationToolbar2QT as NavigationToolbar,
+    )
 except ModuleNotFoundError:
-    from matplotlib.backends.backend_qt5agg import (FigureCanvas, FigureManager, NavigationToolbar2QT as NavigationToolbar)
+    from matplotlib.backends.backend_qt5agg import (
+        FigureCanvas,  # ty:ignore[unresolved-import]
+        FigureManager,  # ty:ignore[unresolved-import]
+        NavigationToolbar2QT as NavigationToolbar,
+    )
 from matplotlib.figure import Figure
 
 
 class MatplotlibWidget(FigureCanvas):
     quick_draw = True
+    window_pylustrator = None  # "PlotLayout" | None = None
 
-    def __init__(self, parent=None, num=1, size=None, dpi=100, figure=None, *args, **kwargs):
+    def __init__(self, parent=None, figure=None, *args, **kwargs):
         if figure is None:
-            self.figure = Figure(figsize=size, dpi=dpi, *args, **kwargs)
+            self.figure = Figure(*args, **kwargs)
         else:
             self.figure = figure
 
@@ -60,24 +76,27 @@ def __init__(self, parent=None, num=1, size=None, dpi=100, figure=None, *args, *
 
         self.setSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed)
         self.updateGeometry()
-        
+
         self.manager = FigureManager(self, 1)
         self.manager._cidgcf = self.figure
 
         self.timer = QtCore.QTimer()
         self.timer.setInterval(300)
         self.timer.timeout.connect(self.draw)
-    timer = None
+
+    timer: QtCore.QTimer | None = None
+
     def schedule_draw(self):
         if self.quick_draw is True:
             return super().draw()
-        if not self.timer.isActive():
+        if self.timer and not self.timer.isActive():
             self.timer.start()
 
     def draw(self):
-        self.timer.stop()
-        import traceback
-        #print(traceback.print_stack())
+        if self.timer:
+            self.timer.stop()
+        # import traceback
+        # print(traceback.print_stack())
         t = time.time()
         super().draw()
         duration = time.time() - t
@@ -86,7 +105,7 @@ def draw(self):
             self.quick_draw = False
         else:
             self.quick_draw = True
-        
+
     def show(self):
         self.draw()
 
@@ -117,20 +136,20 @@ def __setstate__(self, state):
 
 
 class CanvasWindow(QtWidgets.QWidget):
-    signal = QtCore.Signal()
+    signal = Signal()
 
     def __init__(self, num="", *args, **kwargs):
         QtWidgets.QWidget.__init__(self)
         self.setWindowTitle("Figure %s" % num)
         self.setWindowIcon(qta.icon("fa5s.bar-chart"))
-        self.layout = QtWidgets.QVBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
-        self.layout.setSpacing(0)
+        self.layout_main = QtWidgets.QVBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
+        self.layout_main.setSpacing(0)
         self.canvas = MatplotlibWidget(self, *args, **kwargs)
         self.canvas.window = self
-        self.layout.addWidget(self.canvas)
+        self.layout_main.addWidget(self.canvas)
         self.toolbar = NavigationToolbar(self.canvas, self)
-        self.layout.addWidget(self.toolbar)
+        self.layout_main.addWidget(self.toolbar)
 
         self.signal.connect(self.show)
 
diff --git a/pylustrator/components/plot_layout.py b/pylustrator/components/plot_layout.py
index 316d620..d90d3ea 100644
--- a/pylustrator/components/plot_layout.py
+++ b/pylustrator/components/plot_layout.py
@@ -1,34 +1,54 @@
 import os
 import numpy as np
+from typing import TYPE_CHECKING
 
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets, _version_info
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
 
-if _version_info[0] == 6:
-    QActionGroup = QtGui.QActionGroup
-else:
     QActionGroup = QtWidgets.QActionGroup
+else:
+    from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets, _version_info
+
+    if _version_info[0] == 6:
+        QActionGroup = QtGui.QActionGroup
+    else:
+        QActionGroup = QtWidgets.QActionGroup
 
 import matplotlib.transforms as transforms
 from matplotlib.figure import Figure
+from matplotlib.backend_bases import MouseEvent
+
 try:  # for matplotlib > 3.0
-    from matplotlib.backends.backend_qtagg import (FigureCanvas as Canvas, NavigationToolbar2QT as NavigationToolbar)
+    from matplotlib.backends.backend_qtagg import (
+        FigureCanvas as Canvas,  # ty:ignore[unresolved-import]
+        NavigationToolbar2QT as NavigationToolbar,
+    )
 except ModuleNotFoundError:
-    from matplotlib.backends.backend_qt5agg import (FigureCanvas as Canvas, NavigationToolbar2QT as NavigationToolbar)
+    from matplotlib.backends.backend_qt5agg import (
+        FigureCanvas as Canvas,  # ty:ignore[unresolved-import]
+        NavigationToolbar2QT as NavigationToolbar,
+    )
 
 from .matplotlibwidget import MatplotlibWidget
 
 
+class GraphicsRectItemWithView(QtWidgets.QGraphicsRectItem):
+    view: QtWidgets.QGraphicsView | None = None
+    pass
+
+
 class MyScene(QtWidgets.QGraphicsScene):
     grabber_pressed = None
 
-    def mousePressEvent(self, e):
+    def mousePressEvent(self, e):  # ty:ignore[invalid-method-override]
         super().mousePressEvent(e)
 
-    def mouseReleaseEvent(self, e):
+    def mouseReleaseEvent(self, e):  # ty:ignore[invalid-method-override]
         super().mouseReleaseEvent(e)
         if self.grabber_pressed:
             self.grabber_pressed.mouseReleaseEvent(e)
 
+
 class MyView(QtWidgets.QGraphicsView):
     grabber_found = False
     grabber_pressed = None
@@ -37,8 +57,11 @@ def __init__(self, *args):
         super().__init__(*args)
         self.setMouseTracking(True)
 
-    def event(self, e):
-        if e.type() == QtCore.QEvent.KeyPress or e.type() == QtCore.QEvent.KeyRelease:
+    def event(self, e: QtCore.QEvent):
+        if (
+            e.type() == QtCore.QEvent.Type.KeyPress
+            or e.type() == QtCore.QEvent.Type.KeyRelease
+        ):
             self.canvas_canvas.event(e)
         super().event(e)
         return True
@@ -63,53 +86,41 @@ def mousePressEvent(self, e):
             e.ignore()
             self.canvas_canvas.mousePressEvent(e)
 
+
 class MyEvent:
     def __init__(self, x, y):
         self.x = x
         self.y = y
-class MyRect(QtWidgets.QGraphicsRectItem):
-    w = 10
-    def __init__(self, x, y, grabber):
-        self.grabber = grabber
-        super().__init__(x-self.w/2, y-self.w/2, self.w, self.w)
 
-    def mousePressEvent(self, e):
-        super().mousePressEvent(e)
-        self.view.grabber_found = True
-        p = e.scenePos()
-        self.grabber.button_press_event(MyEvent(p.x(), self.h - p.y()))
-
-    def mouseReleaseEvent(self, e):
-        super().mouseReleaseEvent(e)
-        self.view.grabber_found = True
-        p = e.scenePos()
-        self.grabber.button_release_event(MyEvent(p.x(), self.h - p.y()))
 
 class Canvas(QtWidgets.QWidget):
     fitted_to_view = False
     footer_label = None
     footer_label2 = None
 
-    canvas = None
+    canvas: MatplotlibWidget | None = None
 
-    def __init__(self, signals: "Signals"):
-        """ The wrapper around the matplotlib canvas to create a more image editor like canvas with background and side rulers
-        """
+    def __init__(self, signals):
+        """The wrapper around the matplotlib canvas to create a more image editor like canvas with background and side rulers"""
         super().__init__()
 
         signals.figure_changed.connect(self.setFigure)
         signals.figure_selection_update.connect(self.updateRuler)
-        signals.figure_size_changed.connect(lambda: (self.updateFigureSize(), self.updateRuler()))
+        signals.figure_size_changed.connect(
+            lambda: (self.updateFigureSize(), self.updateRuler())
+        )
         self.signals = signals
 
-        self.layout = QtWidgets.QHBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.canvas_canvas = QtWidgets.QWidget(self)
-        self.layout.addWidget(self.canvas_canvas)
-        self.canvas_canvas.setSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
+        self.layout_main.addWidget(self.canvas_canvas)
+        self.canvas_canvas.setSizePolicy(
+            QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding
+        )
         self.canvas_canvas.setStyleSheet("background:#d1d1d1")
-        self.canvas_canvas.setFocusPolicy(QtCore.Qt.StrongFocus)
+        self.canvas_canvas.setFocusPolicy(QtCore.Qt.FocusPolicy.StrongFocus)
 
         self.shadow = QtWidgets.QLabel(self.canvas_canvas)
         self.canvas_border = QtWidgets.QLabel(self.canvas_canvas)
@@ -125,7 +136,7 @@ def __init__(self, signals: "Signals"):
         self.y_scale = QtWidgets.QLabel(self.canvas_canvas)
 
         self.selections_scene = MyScene()
-        self.selections_scene_origin = QtWidgets.QGraphicsRectItem()
+        self.selections_scene_origin = GraphicsRectItemWithView()
         self.selections_scene_origin.setTransform(QtGui.QTransform(1, 0, 0, -1, 0, 0))
 
         self.selections_scene.addItem(self.selections_scene_origin)
@@ -133,8 +144,12 @@ def __init__(self, signals: "Signals"):
         self.selections_scene_origin.view = self.selections_view
         self.selections_view.parent = self
         self.selections_view.setStyleSheet("background:transparent")
-        self.selections_view.setAttribute(QtCore.Qt.WA_TranslucentBackground)
-        self.selections_view.setAttribute(QtCore.Qt.WA_NoSystemBackground)
+        self.selections_view.setAttribute(
+            QtCore.Qt.WidgetAttribute.WA_TranslucentBackground
+        )
+        self.selections_view.setAttribute(
+            QtCore.Qt.WidgetAttribute.WA_NoSystemBackground
+        )
         self.selections_view.canvas_canvas = self.canvas_canvas
 
     def setFigure(self, figure):
@@ -143,6 +158,8 @@ def setFigure(self, figure):
             del self.canvas
 
         self.canvas = MatplotlibWidget(self, figure=figure)
+        if self.canvas is None:
+            return
         self.canvas.window_pylustrator = self
         self.canvas_wrapper_layout.addWidget(self.canvas)
 
@@ -154,14 +171,14 @@ def setFigure(self, figure):
 
         self.fig.canvas.mpl_disconnect(self.fig.canvas.manager.key_press_handler_id)
 
-        self.fig.canvas.mpl_connect('scroll_event', self.scroll_event)
-        self.fig.canvas.mpl_connect('key_press_event', self.canvas_key_press)
-        self.fig.canvas.mpl_connect('key_release_event', self.canvas_key_release)
+        self.fig.canvas.mpl_connect("scroll_event", self.scroll_event)
+        self.fig.canvas.mpl_connect("key_press_event", self.canvas_key_press)
+        self.fig.canvas.mpl_connect("key_release_event", self.canvas_key_release)
         self.control_modifier = False
 
-        self.fig.canvas.mpl_connect('button_press_event', self.button_press_event)
-        self.fig.canvas.mpl_connect('motion_notify_event', self.mouse_move_event)
-        self.fig.canvas.mpl_connect('button_release_event', self.button_release_event)
+        self.fig.canvas.mpl_connect("button_press_event", self.button_press_event)
+        self.fig.canvas.mpl_connect("motion_notify_event", self.mouse_move_event)
+        self.fig.canvas.mpl_connect("button_release_event", self.button_release_event)
         self.drag = None
 
         self.signals.canvas_changed.emit(self.canvas)
@@ -173,9 +190,14 @@ def setFooters(self, footer, footer2):
         self.footer_label2 = footer2
 
     def updateRuler(self):
-        """ update the ruler around the figure to show the dimensions """
-        trans = transforms.Affine2D().scale(1. / 2.54, 1. / 2.54) + self.fig.dpi_scale_trans
-        l = 20
+        if self.canvas is None:
+            return
+        """update the ruler around the figure to show the dimensions"""
+        trans = (
+            transforms.Affine2D().scale(1.0 / 2.54, 1.0 / 2.54)
+            + self.fig.dpi_scale_trans
+        )
+        l0 = 20
         l1 = 20
         l2 = 10
         l3 = 5
@@ -185,8 +207,12 @@ def updateRuler(self):
         w = self.canvas.width()
         h = self.canvas.height()
         self.selections_scene.setSceneRect(0, 0, w, h)
-        self.selections_view.setHorizontalScrollBarPolicy(QtCore.Qt.ScrollBarAlwaysOff)
-        self.selections_view.setVerticalScrollBarPolicy(QtCore.Qt.ScrollBarAlwaysOff)
+        self.selections_view.setHorizontalScrollBarPolicy(
+            QtCore.Qt.ScrollBarPolicy.ScrollBarAlwaysOff
+        )
+        self.selections_view.setVerticalScrollBarPolicy(
+            QtCore.Qt.ScrollBarPolicy.ScrollBarAlwaysOff
+        )
         self.selections_view.setMinimumSize(w, h)
         self.selections_view.setMaximumSize(w, h)
         p = self.canvas_container.pos()
@@ -199,8 +225,8 @@ def updateRuler(self):
         w = self.canvas_canvas.width()
         h = self.canvas_canvas.height()
 
-        self.pixmapX = QtGui.QPixmap(w, l)
-        self.pixmapY = QtGui.QPixmap(l, h)
+        self.pixmapX = QtGui.QPixmap(w, l0)
+        self.pixmapY = QtGui.QPixmap(l0, h)
 
         self.pixmapX.fill(QtGui.QColor("#f0f0f0"))
         self.pixmapY.fill(QtGui.QColor("#f0f0f0"))
@@ -221,27 +247,34 @@ def updateRuler(self):
         medium_lines = big_lines / 2
         dx = big_lines / 10
 
-        positions = np.hstack([np.arange(0, start_x, -dx)[::-1], np.arange(0, end_x, dx)])
+        positions = np.hstack(
+            [np.arange(0, start_x, -dx)[::-1], np.arange(0, end_x, dx)]
+        )
         for i, pos_cm in enumerate(positions):
-        #for i, pos_cm in enumerate(np.arange(start_x, end_x, dx)):
-            x = (trans.transform((pos_cm, 0))[0] + offset)
+            # for i, pos_cm in enumerate(np.arange(start_x, end_x, dx)):
+            x = trans.transform((pos_cm, 0))[0] + offset
             if pos_cm % big_lines == 0:
-                painterX.drawLine(int(x), int(l - l1 - 1), int(x), int(l - 1))
+                painterX.drawLine(int(x), int(l0 - l1 - 1), int(x), int(l0 - 1))
                 text = str("%d" % np.round(pos_cm))
                 o = 0
-                painterX.drawText(int(x + 3), int(o - 3), int(self.fontMetrics().width(text)), int(o + self.fontMetrics().height()),
-                                  QtCore.Qt.AlignLeft,
-                                  text)
+                painterX.drawText(
+                    int(x + 3),
+                    int(o - 3),
+                    int(self.fontMetrics().width(text)),
+                    int(o + self.fontMetrics().height()),
+                    QtCore.Qt.AlignLeft,  # ty:ignore[unresolved-attribute]
+                    text,
+                )
             elif pos_cm % medium_lines == 0:
-                painterX.drawLine(int(x), int(l - l2 - 1), int(x), int(l - 1))
+                painterX.drawLine(int(x), int(l0 - l2 - 1), int(x), int(l0 - 1))
             else:
-                painterX.drawLine(int(x), int(l - l3 - 1), int(x), int(l - 1))
-        painterX.drawLine(0, l - 2, w, l - 2)
+                painterX.drawLine(int(x), int(l0 - l3 - 1), int(x), int(l0 - 1))
+        painterX.drawLine(0, l0 - 2, w, l0 - 2)
         painterX.setPen(QtGui.QPen(QtGui.QColor("white"), 1))
-        painterX.drawLine(0, l - 1, w, l - 1)
+        painterX.drawLine(0, l0 - 1, w, l0 - 1)
         self.x_scale.setPixmap(self.pixmapX)
-        self.x_scale.setMinimumSize(w, l)
-        self.x_scale.setMaximumSize(w, l)
+        self.x_scale.setMinimumSize(w, l0)
+        self.x_scale.setMaximumSize(w, l0)
 
         offset = self.canvas_container.pos().y() + self.canvas_container.height()
         start_y = np.floor(trans.inverted().transform((0, +offset - h))[1])
@@ -251,35 +284,42 @@ def updateRuler(self):
         big_lines = 1
         medium_lines = 0.5
 
-        pix_per_cm = trans.transform((0, 1))[1]-trans.transform((0, 0))[1]
-        big_lines = int(np.ceil(self.fontMetrics().height()*5/pix_per_cm))
+        pix_per_cm = trans.transform((0, 1))[1] - trans.transform((0, 0))[1]
+        big_lines = int(np.ceil(self.fontMetrics().height() * 5 / pix_per_cm))
         medium_lines = big_lines / 2
         dy = big_lines / 10
 
-        positions = np.hstack([np.arange(0, start_y, -dy)[::-1], np.arange(0, end_y, dy)])
+        positions = np.hstack(
+            [np.arange(0, start_y, -dy)[::-1], np.arange(0, end_y, dy)]
+        )
         for i, pos_cm in enumerate(positions):
-            y = (-trans.transform((0, pos_cm))[1] + offset)
+            y = -trans.transform((0, pos_cm))[1] + offset
             if pos_cm % big_lines == 0:
-                painterY.drawLine(int(l - l1 - 1), int(y), int(l - 1), int(y))
+                painterY.drawLine(int(l0 - l1 - 1), int(y), int(l0 - 1), int(y))
                 text = str("%d" % np.round(pos_cm))
                 o = 0
                 for ti, t in enumerate(text):
-                    painterY.drawText(int(o), int(y + 3 + self.fontMetrics().height()*ti),
-                                      int(o + self.fontMetrics().width("0")), int(self.fontMetrics().height()),
-                                      QtCore.Qt.AlignCenter, t)
+                    painterY.drawText(
+                        int(o),
+                        int(y + 3 + self.fontMetrics().height() * ti),
+                        int(o + self.fontMetrics().width("0")),
+                        int(self.fontMetrics().height()),
+                        QtCore.Qt.AlignmentFlag.AlignCenter,
+                        t,
+                    )
             elif pos_cm % medium_lines == 0:
-                painterY.drawLine(int(l - l2 - 1), int(y), int(l - 1), int(y))
+                painterY.drawLine(int(l0 - l2 - 1), int(y), int(l0 - 1), int(y))
             else:
-                painterY.drawLine(int(l - l3 - 1), int(y), int(l - 1), int(y))
-        painterY.drawLine(int(l - 2), 0, int(l - 2), int(h))
+                painterY.drawLine(int(l0 - l3 - 1), int(y), int(l0 - 1), int(y))
+        painterY.drawLine(int(l0 - 2), 0, int(l0 - 2), int(h))
         painterY.setPen(QtGui.QPen(QtGui.QColor("white"), 1))
-        painterY.drawLine(int(l - 1), 0, int(l - 1), int(h))
+        painterY.drawLine(int(l0 - 1), 0, int(l0 - 1), int(h))
         painterY.setPen(QtGui.QPen(QtGui.QColor("#f0f0f0"), 0))
         painterY.setBrush(QtGui.QBrush(QtGui.QColor("#f0f0f0")))
-        painterY.drawRect(0, 0, int(l), int(l))
+        painterY.drawRect(0, 0, int(l0), int(l0))
         self.y_scale.setPixmap(self.pixmapY)
-        self.y_scale.setMinimumSize(l, h)
-        self.y_scale.setMaximumSize(l, h)
+        self.y_scale.setMinimumSize(l0, h)
+        self.y_scale.setMaximumSize(l0, h)
 
         w, h = self.canvas.get_width_height()
 
@@ -304,53 +344,64 @@ def updateRuler(self):
         self.canvas_border.setMaximumSize(w + 2, h + 2)
 
     def fitToView(self, change_dpi: bool = False):
-        """ fit the figure to the view """
+        """fit the figure to the view"""
+        if self.canvas is None:
+            return
         self.fitted_to_view = True
         if change_dpi:
             w, h = self.canvas.get_width_height()
-            factor = min((self.canvas_canvas.width() - 30) / w, (self.canvas_canvas.height() - 30) / h)
+            factor = min(
+                (self.canvas_canvas.width() - 30) / w,
+                (self.canvas_canvas.height() - 30) / h,
+            )
             self.fig.set_dpi(self.fig.get_dpi() * factor)
-            #self.fig.canvas.draw()
+            # self.fig.canvas.draw()
 
             self.canvas.updateGeometry()
             w, h = self.canvas.get_width_height()
             self.canvas_container.setMinimumSize(w, h)
             self.canvas_container.setMaximumSize(w, h)
 
-            self.canvas_container.move(int((self.canvas_canvas.width() - w) / 2 + 10),
-                                       int((self.canvas_canvas.height() - h) / 2 + 10))
+            self.canvas_container.move(
+                int((self.canvas_canvas.width() - w) / 2 + 10),
+                int((self.canvas_canvas.height() - h) / 2 + 10),
+            )
 
             self.updateRuler()
-            #self.fig.canvas.draw()
+            # self.fig.canvas.draw()
 
         else:
             w, h = self.canvas.get_width_height()
             self.canvas_canvas.setMinimumWidth(w + 30)
             self.canvas_canvas.setMinimumHeight(h + 30)
 
-            self.canvas_container.move(int((self.canvas_canvas.width() - w) / 2 + 5),
-                                       int((self.canvas_canvas.height() - h) / 2 + 5))
+            self.canvas_container.move(
+                int((self.canvas_canvas.width() - w) / 2 + 5),
+                int((self.canvas_canvas.height() - h) / 2 + 5),
+            )
             self.updateRuler()
 
-    def canvas_key_press(self, event: QtCore.QEvent):
-        """ when a key in the canvas widget is pressed """
+    def canvas_key_press(self, event: QtGui.QKeyEvent):
+        """when a key in the canvas widget is pressed"""
         if event.key == "control":
             self.control_modifier = True
 
-    def canvas_key_release(self, event: QtCore.QEvent):
-        """ when a key in the canvas widget is released """
+    def canvas_key_release(self, event: QtGui.QKeyEvent):
+        """when a key in the canvas widget is released"""
         if event.key == "control":
             self.control_modifier = False
 
     def moveCanvasCanvas(self, offset_x: float, offset_y: float):
-        """ when the canvas is panned """
+        """when the canvas is panned"""
         p = self.canvas_container.pos()
         self.canvas_container.move(int(p.x() + offset_x), int(p.y() + offset_y))
 
         self.updateRuler()
 
-    def scroll_event(self, event: QtCore.QEvent):
-        """ when the mouse wheel is used to zoom the figure """
+    def scroll_event(self, event: MouseEvent):
+        """when the mouse wheel is used to zoom the figure"""
+        if self.canvas is None:
+            return
         if self.control_modifier:
             new_dpi = self.fig.get_dpi() + 10 * event.step
             # prevent zoom to be too far out
@@ -377,84 +428,89 @@ def scroll_event(self, event: QtCore.QEvent):
             diff += pos_ax2 - pos_ax
             self.moveCanvasCanvas(*diff)
 
-            bb = self.fig.axes[0].get_position()
+            # bb = self.fig.axes[0].get_position()
 
     def resizeEvent(self, event: QtCore.QEvent):
-        """ when the window is resized """
+        """when the window is resized"""
         if self.fitted_to_view:
             self.fitToView(True)
         else:
             self.updateRuler()
 
     def showEvent(self, event: QtCore.QEvent):
-        """ when the window is shown """
+        """when the window is shown"""
         self.fitToView(True)
         self.updateRuler()
 
-    def button_press_event(self, event: QtCore.QEvent):
-        """ when a mouse button is pressed """
+    def button_press_event(self, event: MouseEvent):
+        """when a mouse button is pressed"""
         if event.button == 2:
             self.drag = np.array([event.x, event.y])
 
-    def mouse_move_event(self, event: QtCore.QEvent):
-        """ when the mouse is moved """
+    def mouse_move_event(self, event: MouseEvent):
+        """when the mouse is moved"""
         if self.drag is not None:
             pos = np.array([event.x, event.y])
             offset = pos - self.drag
             offset[1] = -offset[1]
             self.moveCanvasCanvas(*offset)
-        trans = transforms.Affine2D().scale(2.54, 2.54) + self.fig.dpi_scale_trans.inverted()
+        trans = (
+            transforms.Affine2D().scale(2.54, 2.54)
+            + self.fig.dpi_scale_trans.inverted()
+        )
         pos = trans.transform((event.x, event.y))
-        self.footer_label.setText("%.2f, %.2f (cm) [%d, %d]" % (pos[0], pos[1], event.x, event.y))
+        self.footer_label.setText(  # ty:ignore[possibly-missing-attribute]
+            "%.2f, %.2f (cm) [%d, %d]" % (pos[0], pos[1], event.x, event.y)
+        )
 
         if event.ydata is not None:
-            self.footer_label2.setText("%.2f, %.2f" % (event.xdata, event.ydata))
+            self.footer_label2.setText("%.2f, %.2f" % (event.xdata, event.ydata))  # ty:ignore[possibly-missing-attribute]
         else:
-            self.footer_label2.setText("")
+            self.footer_label2.setText("")  # ty:ignore[possibly-missing-attribute]
 
-    def button_release_event(self, event: QtCore.QEvent):
-        """ when the mouse button is released """
+    def button_release_event(self, event: MouseEvent):
+        """when the mouse button is released"""
         if event.button == 2:
             self.drag = None
 
-    def keyPressEvent(self, event: QtCore.QEvent):
-        """ when a key is pressed """
-        if event.key() == QtCore.Qt.Key_Control:
+    def keyPressEvent(self, event: QtGui.QKeyEvent):
+        """when a key is pressed"""
+        if event.key() == QtCore.Qt.Key.Key_Control:
             self.control_modifier = True
-        if event.key() == QtCore.Qt.Key_Left:
+        if event.key() == QtCore.Qt.Key.Key_Left:
             self.moveCanvasCanvas(-10, 0)
-        if event.key() == QtCore.Qt.Key_Right:
+        if event.key() == QtCore.Qt.Key.Key_Right:
             self.moveCanvasCanvas(10, 0)
-        if event.key() == QtCore.Qt.Key_Up:
+        if event.key() == QtCore.Qt.Key.Key_Up:
             self.moveCanvasCanvas(0, -10)
-        if event.key() == QtCore.Qt.Key_Down:
+        if event.key() == QtCore.Qt.Key.Key_Down:
             self.moveCanvasCanvas(0, 10)
 
-        if event.key() == QtCore.Qt.Key_F:
+        if event.key() == QtCore.Qt.Key.Key_F:
             self.fitToView(True)
 
-    def keyReleaseEvent(self, event: QtCore.QEvent):
-        """ when a key is released """
-        if event.key() == QtCore.Qt.Key_Control:
+    def keyReleaseEvent(self, event: QtGui.QKeyEvent):
+        """when a key is released"""
+        if event.key() == QtCore.Qt.Key.Key_Control:
             self.control_modifier = False
 
     def updateFigureSize(self):
-        """ update the size of the figure """
+        """update the size of the figure"""
+        if self.canvas is None:
+            return
         w, h = self.canvas.get_width_height()
         self.canvas_container.setMinimumSize(w, h)
         self.canvas_container.setMaximumSize(w, h)
 
     def changedFigureSize(self, size: tuple):
-        """ change the size of the figure """
+        """change the size of the figure"""
         self.fig.set_size_inches(np.array(size) / 2.54)
         self.fig.canvas.draw()
 
 
-
 class ToolBar(QtWidgets.QToolBar):
-
     def __init__(self, canvas: Canvas, figure: Figure):
-        """ A widget that displays a toolbar similar to the default Matplotlib toolbar (for the zoom and pan tool)
+        """A widget that displays a toolbar similar to the default Matplotlib toolbar (for the zoom and pan tool)
 
         Args:
             canvas: the canvas of the figure
@@ -467,37 +523,49 @@ def __init__(self, canvas: Canvas, figure: Figure):
         self.navi_toolbar.hide()
 
         self._actions = self.navi_toolbar._actions
-        self._actions["home"] = self.addAction(self.navi_toolbar._icon("home.png"), "", self.navi_toolbar.home)
+        self._actions["home"] = self.addAction(
+            self.navi_toolbar._icon("home.png"), "", self.navi_toolbar.home
+        )
 
-        self._actions["back"] = self.addAction(self.navi_toolbar._icon("back.png"), "", self.navi_toolbar.back)
+        self._actions["back"] = self.addAction(
+            self.navi_toolbar._icon("back.png"), "", self.navi_toolbar.back
+        )
 
-        self._actions["forward"] = self.addAction(self.navi_toolbar._icon("forward.png"), "", self.navi_toolbar.forward)
+        self._actions["forward"] = self.addAction(
+            self.navi_toolbar._icon("forward.png"), "", self.navi_toolbar.forward
+        )
         self.addSeparator()
 
         # the action group makes the actions exclusive, you
         # can't use 2 at the same time
         action_group = QActionGroup(self)
 
-        self._actions["drag"] = self.addAction(self.icon("arrow.png"), "", self.setSelect)
+        self._actions["drag"] = self.addAction(
+            self.icon("arrow.png"), "", self.setSelect
+        )
         self._actions["drag"].setCheckable(True)
         self._actions["drag"].setActionGroup(action_group)
 
-        self._actions["pan"] = self.addAction(self.navi_toolbar._icon("move.png"), "", self.setPan)
+        self._actions["pan"] = self.addAction(
+            self.navi_toolbar._icon("move.png"), "", self.setPan
+        )
         self._actions["pan"].setCheckable(True)
         self._actions["pan"].setActionGroup(action_group)
 
-        self._actions["zoom"] = self.addAction(self.navi_toolbar._icon("zoom_to_rect.png"), "", self.setZoom)
+        self._actions["zoom"] = self.addAction(
+            self.navi_toolbar._icon("zoom_to_rect.png"), "", self.setZoom
+        )
         self._actions["zoom"].setCheckable(True)
         self._actions["zoom"].setActionGroup(action_group)
 
-        self.navi_toolbar._active = 'DRAG'
-        self._actions['drag'].setChecked(True)
-        self.prev_active = 'DRAG'
+        self.navi_toolbar._active = "DRAG"
+        self._actions["drag"].setChecked(True)
+        self.prev_active = "DRAG"
 
     def icon(self, name: str):
-        """ get an icon with the given filename """
-        pm = QtGui.QPixmap(os.path.join(os.path.dirname(__file__), "..","icons", name))
-        if hasattr(pm, 'setDevicePixelRatio'):
+        """get an icon with the given filename"""
+        pm = QtGui.QPixmap(os.path.join(os.path.dirname(__file__), "..", "icons", name))
+        if hasattr(pm, "setDevicePixelRatio"):
             try:  # older mpl < 3.5.0
                 pm.setDevicePixelRatio(self.canvas._dpi_ratio)
             except AttributeError:
@@ -506,42 +574,43 @@ def icon(self, name: str):
         return QtGui.QIcon(pm)
 
     def setSelect(self):
-        """ select the pylustrator selection and drag tool """
+        """select the pylustrator selection and drag tool"""
         self.fig.figure_dragger.activate()
 
-        if self.prev_active=="PAN":
+        if self.prev_active == "PAN":
             self.navi_toolbar.pan()
-        elif self.prev_active=="ZOOM":
+        elif self.prev_active == "ZOOM":
             self.navi_toolbar.zoom()
 
-        self.prev_active = 'DRAG'
+        self.prev_active = "DRAG"
 
-        self.navi_toolbar._active = 'DRAG'
+        self.navi_toolbar._active = "DRAG"
 
     def setPan(self):
-        """ select the mpl pan tool """
+        """select the mpl pan tool"""
         if self.prev_active == "DRAG":
             self.fig.figure_dragger.deactivate()
 
-        if self.navi_toolbar._active != 'PAN':
+        if self.navi_toolbar._active != "PAN":
             self.navi_toolbar.pan()
 
-        self.prev_active = 'PAN'
+        self.prev_active = "PAN"
 
     def setZoom(self):
-        """ select the mpl zoom tool """
+        """select the mpl zoom tool"""
         if self.prev_active == "DRAG":
             self.fig.figure_dragger.deactivate()
 
-        if self.navi_toolbar._active != 'ZOOM':
+        if self.navi_toolbar._active != "ZOOM":
             self.navi_toolbar.zoom()
 
-        self.prev_active = 'ZOOM'
+        self.prev_active = "ZOOM"
+
 
 class PlotLayout(QtWidgets.QWidget):
     toolbar = None
 
-    def __init__(self, signals: "Signals"):
+    def __init__(self, signals):
         super().__init__()
         self.setMinimumSize(600, 500)
 
@@ -552,7 +621,9 @@ def __init__(self, signals: "Signals"):
         self.layout_plot.setContentsMargins(0, 0, 0, 0)
         self.layout_plot.setSpacing(0)
 
-        self.setSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred)
+        self.setSizePolicy(
+            QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred
+        )
 
         self.canvas_canvas = Canvas(signals)
         self.layout_plot.addWidget(self.canvas_canvas)
diff --git a/pylustrator/components/qitem_properties.py b/pylustrator/components/qitem_properties.py
index bf5bf8b..abbfdc0 100644
--- a/pylustrator/components/qitem_properties.py
+++ b/pylustrator/components/qitem_properties.py
@@ -20,147 +20,184 @@
 # along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
 
 import os
-from typing import Any
+from typing import TYPE_CHECKING, Any, List, Optional, Tuple, cast, Literal
 import numpy as np
 from packaging import version
 
 import qtawesome as qta
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
 
-try:  # starting from mpl version 3.6.0
-    from matplotlib.axes import Axes
-except:
-    from matplotlib.axes._subplots import Axes
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
+    from PyQt5.QtCore import pyqtSignal as Signal
+else:
+    from qtpy import QtCore, QtGui, QtWidgets
+    from qtpy.QtCore import Signal
+from PyQt5.QtCore import pyqtBoundSignal
+
+from matplotlib.axes import Axes
 import matplotlib as mpl
-import matplotlib.pyplot as plt
 from matplotlib.artist import Artist
 from matplotlib.figure import Figure
 from matplotlib.ticker import AutoLocator
+from matplotlib.patches import Rectangle, FancyArrowPatch
+from matplotlib.legend import Legend
+from matplotlib.text import Text
 
 from pylustrator.change_tracker import getReference
-from pylustrator.QLinkableWidgets import QColorWidget, CheckWidget, TextWidget, DimensionsWidget, NumberWidget, ComboWidget
+from pylustrator.QLinkableWidgets import (
+    QColorWidget,
+    CheckWidget,
+    TextWidget,
+    DimensionsWidget,
+    NumberWidget,
+    ComboWidget,
+)
 from pylustrator.helper_functions import main_figure
 from pylustrator.change_tracker import UndoRedo, add_text_default, add_axes_default
 
 
 class TextPropertiesWidget(QtWidgets.QWidget):
-    stateChanged = QtCore.Signal(int, str)
-    noSignal = False
-    target_list = None
+    stateChanged = Signal(int, str)
+    noSignal: bool = False
+    target_list: List[Artist]
+    target: Artist | None
 
     def __init__(self, layout: QtWidgets.QLayout):
-        """ A widget to edit the properties of a Matplotlib text
+        """A widget to edit the properties of a Matplotlib text
 
         Args:
             layout: the layout to which to add the widget
         """
         QtWidgets.QWidget.__init__(self)
         layout.addWidget(self)
-        self.layout = QtWidgets.QHBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.buttons_align = []
         self.align_names = ["left", "center", "right"]
         align_group = QtWidgets.QButtonGroup(self)
         for align in self.align_names:
             button = QtWidgets.QPushButton(qta.icon("fa5s.align-" + align), "")
-            button.setToolTip("align "+align)
+            button.setToolTip("align " + align)
             button.setCheckable(True)
             button.clicked.connect(lambda x, name=align: self.changeAlign(name))
-            self.layout.addWidget(button)
+            self.layout_main.addWidget(button)
             self.buttons_align.append(button)
             align_group.addButton(button)
 
         self.button_bold = QtWidgets.QPushButton(qta.icon("fa5s.bold"), "")
         self.button_bold.setCheckable(True)
         self.button_bold.clicked.connect(self.changeWeight)
-        self.layout.addWidget(self.button_bold)
+        self.layout_main.addWidget(self.button_bold)
 
         self.button_italic = QtWidgets.QPushButton(qta.icon("fa5s.italic"), "")
         self.button_italic.setCheckable(True)
         self.button_italic.clicked.connect(self.changeStyle)
-        self.layout.addWidget(self.button_italic)
+        self.layout_main.addWidget(self.button_italic)
 
-        self.button_color = QColorWidget(self.layout)
+        self.button_color = QColorWidget(self.layout_main)
         self.button_color.valueChanged.connect(self.changeColor)
 
-        self.layout.addStretch()
+        self.layout_main.addStretch()
 
         self.font_size = QtWidgets.QSpinBox()
-        self.layout.addWidget(self.font_size)
+        self.layout_main.addWidget(self.font_size)
         self.font_size.valueChanged.connect(self.changeFontSize)
 
         self.label = QtWidgets.QPushButton(qta.icon("fa5s.font"), "")  # .pixmap(16))
-        self.layout.addWidget(self.label)
+        self.layout_main.addWidget(self.label)
         self.label.clicked.connect(self.selectFont)
 
-        #self.button_delete = QtWidgets.QPushButton(qta.icon("fa5s.trash"), "")
-        #self.button_delete.clicked.connect(self.delete)
-        #self.button_delete.setToolTip("delete")
-        #self.layout.addWidget(self.button_delete)
+        # self.button_delete = QtWidgets.QPushButton(qta.icon("fa5s.trash"), "")
+        # self.button_delete.clicked.connect(self.delete)
+        # self.button_delete.setToolTip("delete")
+        # self.layout.addWidget(self.button_delete)
 
     def convertMplWeightToQtWeight(self, weight: str) -> int:
-        """ convert a font weight string to a weight enumeration of Qt """
-        weight_dict = {'normal': QtGui.QFont.Normal, 'bold': QtGui.QFont.Bold, 'heavy': QtGui.QFont.ExtraBold,
-                       'light': QtGui.QFont.Light, 'ultrabold': QtGui.QFont.Black, 'ultralight': QtGui.QFont.ExtraLight}
+        """convert a font weight string to a weight enumeration of Qt"""
+        weight_dict = {
+            "normal": QtGui.QFont.Normal,
+            "bold": QtGui.QFont.Bold,
+            "heavy": QtGui.QFont.ExtraBold,
+            "light": QtGui.QFont.Light,
+            "ultrabold": QtGui.QFont.Black,
+            "ultralight": QtGui.QFont.ExtraLight,
+        }
         if weight in weight_dict:
             return weight_dict[weight]
         return weight_dict["normal"]
 
     def convertQtWeightToMplWeight(self, weight: int) -> str:
-        """ convert a Qt weight value to a string for use in matmplotlib """
-        weight_dict = {QtGui.QFont.Normal: 'normal', QtGui.QFont.Bold: 'bold', QtGui.QFont.ExtraBold: 'heavy',
-                       QtGui.QFont.Light: 'light', QtGui.QFont.Black: 'ultrabold', QtGui.QFont.ExtraLight: 'ultralight'}
+        """convert a Qt weight value to a string for use in matmplotlib"""
+        weight_dict = {
+            QtGui.QFont.Normal: "normal",
+            QtGui.QFont.Bold: "bold",
+            QtGui.QFont.ExtraBold: "heavy",
+            QtGui.QFont.Light: "light",
+            QtGui.QFont.Black: "ultrabold",
+            QtGui.QFont.ExtraLight: "ultralight",
+        }
         if weight in weight_dict:
             return weight_dict[weight]
         return "normal"
 
     def selectFont(self):
-        """ open a font select dialog """
+        """open a font select dialog"""
+        if self.target is None or not isinstance(self.target, Text):
+            return
         font0 = QtGui.QFont()
         font0.setFamily(self.target.get_fontname())
-        font0.setWeight(self.convertMplWeightToQtWeight(self.target.get_weight()))
-        font0.setItalic(self.target.get_style() == "italic")
+        font0.setWeight(
+            self.convertMplWeightToQtWeight(str(self.target.get_fontweight()))
+        )
+        font0.setItalic(self.target.get_fontstyle() == "italic")
         font0.setPointSizeF(int(self.target.get_fontsize()))
         font, x = QtWidgets.QFontDialog.getFont(font0, self)
 
         with UndoRedo(self.target_list, "Change font size"):
             for element in self.target_list:
-                element.set_fontname(font.family())
-                if font.weight() != font0.weight():
-                    element.set_weight(self.convertQtWeightToMplWeight(font.weight()))
-                if font.pointSizeF() != font0.pointSizeF():
-                    element.set_fontsize(font.pointSizeF())
-                if font.italic() != font0.italic():
-                    element.set_style("italic" if font.italic() else "normal")
+                if isinstance(element, Text):
+                    element.set_fontname(font.family())
+                    if font.weight() != font0.weight():
+                        element.set_fontweight(
+                            self.convertQtWeightToMplWeight(font.weight())
+                        )
+                    if font.pointSizeF() != font0.pointSizeF():
+                        element.set_fontsize(font.pointSizeF())
+                    if font.italic() != font0.italic():
+                        element.set_fontstyle("italic" if font.italic() else "normal")
 
         self.setTarget(self.target_list)
 
-    def setTarget(self, element: Artist):
-        """ set the target artist for this widget """
+    def setTarget(self, element: Artist | List[Artist] | None):
+        """set the target artist for this widget"""
         if isinstance(element, list):
-            self.target_list = element
-            element = element[0]
+            if len(element) == 0:
+                return
+            self.target_list = cast(List[Artist], element)
+            text_element = cast(Artist, element[0])
+        elif element is None:
+            self.target_list = []
+            return
         else:
-            if element is None:
-                self.target_list = []
-            else:
-                self.target_list = [element]
+            self.target_list = [element]
+            text_element = element
         self.target = None
-        self.font_size.setValue(int(element.get_fontsize()))
 
-        index_selected = self.align_names.index(element.get_ha())
-        for index, button in enumerate(self.buttons_align):
-            button.setChecked(index == index_selected)
+        if isinstance(text_element, Text):
+            self.font_size.setValue(int(text_element.get_fontsize()))
+            index_selected = self.align_names.index(text_element.get_horizontalalignment())
+            for index, button in enumerate(self.buttons_align):
+                button.setChecked(index == index_selected)
 
-        self.button_bold.setChecked(element.get_weight() == "bold")
-        self.button_italic.setChecked(element.get_style() == "italic")
-        self.button_color.setColor(element.get_color())
+            self.button_bold.setChecked(text_element.get_fontweight() == "bold")
+            self.button_italic.setChecked(text_element.get_fontstyle() == "italic")
+            self.button_color.setColor(text_element.get_color())
 
-        self.target = element
+        self.target = text_element
 
     def delete(self):
-        """ delete the target text """
+        """delete the target text"""
         if self.target is not None:
             fig = main_figure(self.target)
             fig.change_tracker.removeElement(self.target)
@@ -169,57 +206,62 @@ def delete(self):
             fig.canvas.draw()
 
     def changeWeight(self, checked: bool):
-        """ set bold or normal """
+        """set bold or normal"""
         if self.target:
             with UndoRedo(self.target_list, "Change weight"):
                 for element in self.target_list:
-                    element.set_weight("bold" if checked else "normal")
+                    if isinstance(element, Text):
+                        element.set_fontweight("bold" if checked else "normal")
 
     def changeStyle(self, checked: bool):
-        """ set italic or normal """
+        """set italic or normal"""
         if self.target:
             with UndoRedo(self.target_list, "Change style"):
                 for element in self.target_list:
-                    element.set_style("italic" if checked else "normal")
+                    if isinstance(element, Text):
+                        element.set_fontstyle("italic" if checked else "normal")
 
     def changeColor(self, color: str):
-        """ set the text color """
+        """set the text color"""
         if self.target:
             with UndoRedo(self.target_list, "Change color"):
                 for element in self.target_list:
-                    element.set_color(color)
+                    if isinstance(element, Text):
+                        element.set_color(color)
 
-    def changeAlign(self, align: str):
-        """ set the text algin """
+    def changeAlign(self, align: Literal["left", "center", "right"]):
+        """set the text algin"""
         if self.target:
             with UndoRedo(self.target_list, "Change alignment"):
                 for element in self.target_list:
-                    element.set_ha(align)
+                    if isinstance(element, Text):
+                        element.set_horizontalalignment(align)
 
     def changeFontSize(self, value: int):
-        """ set the font size """
+        """set the font size"""
         if self.target:
             with UndoRedo(self.target_list, "Change font size"):
                 for element in self.target_list:
-                    element.set_fontsize(value)
+                    if isinstance(element, Text):
+                        element.set_fontsize(value)
 
 
 class TextPropertiesWidget2(QtWidgets.QWidget):
-    stateChanged = QtCore.Signal(int, str)
-    propertiesChanged = QtCore.Signal()
+    stateChanged = Signal(int, str)
+    propertiesChanged = Signal()
     noSignal = False
     target_list = None
 
     def __init__(self, layout: QtWidgets.QLayout):
-        """ A widget to edit the properties of a Matplotlib text
+        """A widget to edit the properties of a Matplotlib text
 
         Args:
             layout: the layout to which to add the widget
         """
         QtWidgets.QWidget.__init__(self)
         layout.addWidget(self)
-        self.layout = QtWidgets.QHBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.buttons_align = []
         self.align_names = ["left", "center", "right"]
@@ -229,30 +271,30 @@ def __init__(self, layout: QtWidgets.QLayout):
             button.setCheckable(True)
             button.clicked.connect(lambda x, name=align: self.changeAlign(name))
             align_group.addButton(button)
-            self.layout.addWidget(button)
+            self.layout_main.addWidget(button)
             self.buttons_align.append(button)
 
         self.button_bold = QtWidgets.QPushButton(qta.icon("fa5s.bold"), "")
         self.button_bold.setCheckable(True)
         self.button_bold.clicked.connect(self.changeWeight)
-        self.layout.addWidget(self.button_bold)
+        self.layout_main.addWidget(self.button_bold)
 
         self.button_italic = QtWidgets.QPushButton(qta.icon("fa5s.italic"), "")
         self.button_italic.setCheckable(True)
         self.button_italic.clicked.connect(self.changeStyle)
-        self.layout.addWidget(self.button_italic)
+        self.layout_main.addWidget(self.button_italic)
 
-        self.button_color = QColorWidget(self.layout)
+        self.button_color = QColorWidget(self.layout_main)
         self.button_color.valueChanged.connect(self.changeColor)
 
-        self.layout.addStretch()
+        self.layout_main.addStretch()
 
         self.font_size = QtWidgets.QSpinBox()
-        self.layout.addWidget(self.font_size)
+        self.layout_main.addWidget(self.font_size)
         self.font_size.valueChanged.connect(self.changeFontSize)
 
         self.label = QtWidgets.QPushButton(qta.icon("fa5s.font"), "")  # .pixmap(16))
-        self.layout.addWidget(self.label)
+        self.layout_main.addWidget(self.label)
         self.label.clicked.connect(self.selectFont)
 
         self.property_names = [
@@ -265,36 +307,57 @@ def __init__(self, layout: QtWidgets.QLayout):
         ]
 
         self.properties = {}
-        self.propertiesChanged.connect(lambda: self.target and main_figure(self.target).signals.figure_selection_property_changed.emit())
+        self.propertiesChanged.connect(
+            lambda: self.target
+                    and main_figure(
+                self.target
+            ).signals.figure_selection_property_changed.emit()
+        )
 
     def convertMplWeightToQtWeight(self, weight: str) -> int:
-        """ convert a font weight string to a weight enumeration of Qt """
-        weight_dict = {'normal': QtGui.QFont.Normal, 'bold': QtGui.QFont.Bold, 'heavy': QtGui.QFont.ExtraBold,
-                       'light': QtGui.QFont.Light, 'ultrabold': QtGui.QFont.Black, 'ultralight': QtGui.QFont.ExtraLight}
+        """convert a font weight string to a weight enumeration of Qt"""
+        weight_dict = {
+            "normal": QtGui.QFont.Normal,
+            "bold": QtGui.QFont.Bold,
+            "heavy": QtGui.QFont.ExtraBold,
+            "light": QtGui.QFont.Light,
+            "ultrabold": QtGui.QFont.Black,
+            "ultralight": QtGui.QFont.ExtraLight,
+        }
         if weight in weight_dict:
             return weight_dict[weight]
         return weight_dict["normal"]
 
     def convertQtWeightToMplWeight(self, weight: int) -> str:
-        """ convert a Qt weight value to a string for use in matmplotlib """
-        weight_dict = {QtGui.QFont.Normal: 'normal', QtGui.QFont.Bold: 'bold', QtGui.QFont.ExtraBold: 'heavy',
-                       QtGui.QFont.Light: 'light', QtGui.QFont.Black: 'ultrabold', QtGui.QFont.ExtraLight: 'ultralight'}
+        """convert a Qt weight value to a string for use in matmplotlib"""
+        weight_dict = {
+            QtGui.QFont.Normal: "normal",
+            QtGui.QFont.Bold: "bold",
+            QtGui.QFont.ExtraBold: "heavy",
+            QtGui.QFont.Light: "light",
+            QtGui.QFont.Black: "ultrabold",
+            QtGui.QFont.ExtraLight: "ultralight",
+        }
         if weight in weight_dict:
             return weight_dict[weight]
         return "normal"
 
     def selectFont(self):
-        """ open a font select dialog """
+        """open a font select dialog"""
         font0 = QtGui.QFont()
         font0.setFamily(self.target.get_fontname())
-        font0.setWeight(self.convertMplWeightToQtWeight(self.target.get_weight()))
-        font0.setItalic(self.target.get_style() == "italic")
+        font0.setWeight(
+            self.convertMplWeightToQtWeight(str(self.target.get_fontweight()))
+        )
+        font0.setItalic(self.target.get_fontstyle() == "italic")
         font0.setPointSizeF(int(self.target.get_fontsize()))
         font, x = QtWidgets.QFontDialog.getFont(font0, self)
 
         self.properties["fontname"] = font.family()
         if font.weight() != font0.weight():
-            self.properties["fontweight"] = self.convertQtWeightToMplWeight(font.weight())
+            self.properties["fontweight"] = self.convertQtWeightToMplWeight(
+                font.weight()
+            )
         if font.pointSizeF() != font0.pointSizeF():
             self.properties["fontsize"] = font.pointSizeF()
         if font.italic() != font0.italic():
@@ -302,43 +365,48 @@ def selectFont(self):
             self.properties["fontstyle"] = style
 
         self.propertiesChanged.emit()
-        #main_figure(self.target).canvas.draw()
-        self.setTarget(self.target_list)
+        # main_figure(self.target).canvas.draw()
+        if self.target_list is not None:
+            self.setTarget(self.target_list)
 
-    def setTarget(self, element: Artist):
-        """ set the target artist for this widget """
+    def setTarget(self, element: Artist | List[Artist]):
+        """set the target artist for this widget"""
         self.noSignal = True
         try:
-            if len(element) == 0:
-                return
             if isinstance(element, list):
+                if len(element) == 0:
+                    return
                 self.target_list = element
-                element = element[0]
+                current_element = element[0]
             else:
                 if element is None:
                     self.target_list = []
+                    current_element = None
                 else:
                     self.target_list = [element]
+                    current_element = element
             self.target = None
-            self.font_size.setValue(int(element.get_fontsize()))
-            index_selected = self.align_names.index(element.get_ha())
+            if not isinstance(current_element, Text):
+                return
+            self.font_size.setValue(int(current_element.get_fontsize()))
+            index_selected = self.align_names.index(current_element.get_horizontalalignment())
             for index, button in enumerate(self.buttons_align):
                 button.setChecked(index == index_selected)
 
-            self.button_bold.setChecked(element.get_weight() == "bold")
-            self.button_italic.setChecked(element.get_style() == "italic")
-            self.button_color.setColor(element.get_color())
+            self.button_bold.setChecked(current_element.get_fontweight() == "bold")
+            self.button_italic.setChecked(current_element.get_fontstyle() == "italic")
+            self.button_color.setColor(current_element.get_color())
 
             for name, name2, type_, default_ in self.property_names:
-                value = getattr(element, "get_"+name2)()
+                value = getattr(current_element, "get_" + name2)()
                 self.properties[name] = value
 
-            self.target = element
+            self.target = current_element
         finally:
             self.noSignal = False
 
     def delete(self):
-        """ delete the target text """
+        """delete the target text"""
         if self.target is not None:
             fig = main_figure(self.target)
             fig.change_tracker.removeElement(self.target)
@@ -347,27 +415,27 @@ def delete(self):
             fig.canvas.draw()
 
     def changeWeight(self, checked: bool):
-        """ set bold or normal """
+        """set bold or normal"""
         self.properties["fontweight"] = "bold" if checked else "normal"
         self.propertiesChanged.emit()
 
     def changeStyle(self, checked: bool):
-        """ set italic or normal """
+        """set italic or normal"""
         self.properties["fontstyle"] = "italic" if checked else "normal"
         self.propertiesChanged.emit()
 
     def changeColor(self, color: str):
-        """ set the text color """
+        """set the text color"""
         self.properties["color"] = color
         self.propertiesChanged.emit()
 
     def changeAlign(self, align: str):
-        """ set the text algin """
+        """set the text algin"""
         self.properties["horizontalalignment"] = align
         self.propertiesChanged.emit()
 
     def changeFontSize(self, value: int):
-        """ set the font size """
+        """set the font size"""
         if self.noSignal:
             return
         self.properties["fontsize"] = value
@@ -375,82 +443,131 @@ def changeFontSize(self, value: int):
 
 
 class LegendPropertiesWidget(QtWidgets.QWidget):
-    stateChanged = QtCore.Signal(int, str)
+    stateChanged = Signal(int, str)
     noSignal = False
     target_list = None
+    target: Artist | None = None
 
     def __init__(self, layout: QtWidgets.QLayout):
-        """ A widget that allows to change to properties of a matplotlib legend
+        """A widget that allows to change to properties of a matplotlib legend
 
         Args:
             layout: the layout to which to add the widget
         """
         QtWidgets.QWidget.__init__(self)
         layout.addWidget(self)
-        self.layout = QtWidgets.QVBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main = QtWidgets.QVBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
-        from packaging import version
-        import matplotlib as mpl
         ncols_name = "ncols"
-        if version.parse(mpl._get_version()) < version.parse("3.6.0"):
+        if version.parse(mpl.__version__) < version.parse("3.6.0"):
             ncols_name = "ncol"
 
         self.property_names = [
             ("frameon", "frameon", bool, None, None),
             ("borderpad", "borderpad", float, None, "legend_icon_borderpad.png"),
-            ("labelspacing", "labelspacing", float, None, "legend_icon_labelspacing.png"),
+            (
+                "labelspacing",
+                "labelspacing",
+                float,
+                None,
+                "legend_icon_labelspacing.png",
+            ),
             ("markerscale", "markerscale", float, None, "legend_icon_markerscale.png"),
-            ("handlelength", "handlelength", float, None, "legend_icon_handlelength.png"),
-            ("handletextpad", "handletextpad", float, None, "legend_icon_handletextpad.png"),
+            (
+                "handlelength",
+                "handlelength",
+                float,
+                None,
+                "legend_icon_handlelength.png",
+            ),
+            (
+                "handletextpad",
+                "handletextpad",
+                float,
+                None,
+                "legend_icon_handletextpad.png",
+            ),
             (ncols_name, "_" + ncols_name, int, 1, None),
-            ("columnspacing", "columnspacing", float, None, "legend_icon_columnspacing.png"),
+            (
+                "columnspacing",
+                "columnspacing",
+                float,
+                None,
+                "legend_icon_columnspacing.png",
+            ),
             ("fontsize", "_fontsize", int, None, "legend_icon_fontsize.png"),
             ("title", "title", str, "", None),
-            ("title_fontsize", "title_fontsize", int, None, "legend_icon_title_fontsize.png"),
+            (
+                "title_fontsize",
+                "title_fontsize",
+                int,
+                None,
+                "legend_icon_title_fontsize.png",
+            ),
         ]
         self.properties = {}
 
         self.widgets = {}
-        for index, (name, name2, type_, default_, icon) in enumerate(self.property_names):
+        for index, (name, name2, type_, default_, icon) in enumerate(
+                self.property_names
+        ):
             if index % 3 == 0:
                 layout = QtWidgets.QHBoxLayout()
                 layout.setContentsMargins(0, 0, 0, 0)
-                self.layout.addLayout(layout)
-            if type_ == bool:
+                self.layout_main.addLayout(layout)
+            if type_ is bool:
                 widget = CheckWidget(layout, name + ":")
                 widget.editingFinished.connect(
-                    lambda name=name, widget=widget: self.changePropertiy(name, widget.get()))
-            elif type_ == str:
+                    lambda name=name, widget=widget: self.changePropertiy(
+                        name, widget.get()
+                    )
+                )
+            elif type_ is str:
                 widget = TextWidget(layout, name + ":")
                 widget.editingFinished.connect(
-                    lambda name=name, widget=widget: self.changePropertiy(name, widget.get()))
+                    lambda name=name, widget=widget: self.changePropertiy(
+                        name, widget.get()
+                    )
+                )
             else:
                 label = QtWidgets.QLabel(name + ":")
                 layout.addWidget(label)
-                if type_ == float:
+                if type_ is float:
                     widget = QtWidgets.QDoubleSpinBox()
                     widget.setSingleStep(0.1)
-                elif type_ == int:
+                elif type_ is int:
                     widget = QtWidgets.QSpinBox()
                     if name == ncols_name:
                         widget.setMinimum(1)
                 widget.label = label
                 layout.addWidget(widget)
-                widget.valueChanged.connect(lambda x, name=name: self.changePropertiy(name, x))
+                widget.valueChanged.connect(
+                    lambda x, name=name: self.changePropertiy(name, x)
+                )
 
             if icon is not None and getattr(widget, "label", None):
                 from pathlib import Path
+
+                dpi = 96
+                screen = QtGui.QGuiApplication.primaryScreen()
+                if screen is not None:
+                    dpi = screen.logicalDotsPerInch()
                 pix = QtGui.QPixmap(str(Path(__file__).parent.parent / "icons" / icon))
-                pix = pix.scaledToWidth(int(28*QtGui.QGuiApplication.primaryScreen().logicalDotsPerInch()/96), QtCore.Qt.SmoothTransformation)
+                pix = pix.scaledToWidth(
+                    int(28 * dpi / 96),
+                    QtCore.Qt.TransformationMode.SmoothTransformation,
+                )
                 widget.setToolTip(name)
                 widget.label.setToolTip(name)
                 widget.label.setPixmap(pix)
-                widget.label.setSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed)
+                widget.label.setSizePolicy(
+                    QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed
+                )
             self.widgets[name] = widget
 
     def changePropertiy(self, name: str, value: Any):
-        """ change the property with the given name to the provided value """
+        """change the property with the given name to the provided value"""
         if self.target is None:
             return
 
@@ -458,16 +575,29 @@ def changePropertiy(self, name: str, value: Any):
         self.properties[name] = value
         new_properties = self.properties.copy()
         target = self.target
+
         def setProperties(properties):
             nonlocal target
+            if not isinstance(target, Legend):
+                return
             bbox = target.get_frame().get_bbox()
             axes = target.axes
+            if not isinstance(axes, Axes):
+                return
             axes.legend(**properties)
             target = axes.get_legend()
+            if not isinstance(target, Legend):
+                return
             fig = main_figure(target)
-            target._set_loc(tuple(target.axes.transAxes.inverted().transform(tuple([bbox.x0, bbox.y0]))))
+            target._set_loc(  # ty:ignore[unresolved-attribute]
+                tuple(
+                    target.axes.transAxes.inverted().transform(
+                        tuple([bbox.x0, bbox.y0])
+                    )
+                )
+            )
             fig.change_tracker.addNewLegendChange(target)
-            fig.figure_dragger.make_dragable(target)
+            fig.figure_dragger.make_draggable(target)
             fig.figure_dragger.select_element(target)
             fig.canvas.draw()
             fig.selection.update_selection_rectangles()
@@ -481,29 +611,32 @@ def redo():
         redo()
         main_figure(target).change_tracker.addEdit([undo, redo, f"Legend {name}"])
 
-    def setTarget(self, element: Artist):
-        """ set the target artist for this widget """
+    def setTarget(self, element: Artist | List[Artist] | None):
+        """set the target artist for this widget"""
         if isinstance(element, list):
             self.target_list = element
-            element = element[0]
+            current_element = element[0]
+        elif element is None:
+            self.target_list = []
+            current_element = None
         else:
-            if element is None:
-                self.target_list = []
-            else:
-                self.target_list = [element]
+            current_element = element
+            self.target_list = [current_element]
         self.target = None
+        if not isinstance(current_element, Legend):
+            return
         for name, name2, type_, default_, icon in self.property_names:
             if name2 == "frameon":
-                value = element.get_frame_on()
+                value = current_element.get_frame_on()
             elif name2 == "title":
-                value = element.get_title().get_text()
+                value = current_element.get_title().get_text()
             elif name2 == "title_fontsize":
-                value = int(element.get_title().get_fontsize())
+                value = int(current_element.get_title().get_fontsize())
             elif name2 == "_fontsize":
                 # matplotlib fontsizes are float, but Qt requires int
-                value = int(getattr(element, name2))
+                value = int(getattr(current_element, name2))
             else:
-                value = getattr(element, name2)
+                value = getattr(current_element, name2)
 
             try:
                 self.widgets[name].setValue(value)
@@ -511,12 +644,12 @@ def setTarget(self, element: Artist):
                 self.widgets[name].set(value)
             self.properties[name] = value
 
-        self.target = element
+        self.target = current_element
 
 
 class QTickEdit(QtWidgets.QWidget):
-    def __init__(self, axis: str, signal_target_changed: QtCore.Signal):
-        """ A widget to change the tick properties
+    def __init__(self, axis: str, signal_target_changed: pyqtBoundSignal):
+        """A widget to change the tick properties
 
         Args:
             axis: whether to use the "x" or "y" axis
@@ -524,42 +657,60 @@ def __init__(self, axis: str, signal_target_changed: QtCore.Signal):
         """
         QtWidgets.QWidget.__init__(self)
         self.setWindowTitle("Figure - " + axis + "-Axis - Ticks - Pylustrator")
-        self.setWindowIcon(QtGui.QIcon(os.path.join(os.path.dirname(__file__), "../icons", "ticks.ico")))
-        self.layout = QtWidgets.QVBoxLayout(self)
+        self.setWindowIcon(
+            QtGui.QIcon(
+                os.path.join(os.path.dirname(__file__), "../icons", "ticks.ico")
+            )
+        )
+        self.layout_main = QtWidgets.QVBoxLayout(self)
         self.axis = axis
 
         self.label = QtWidgets.QLabel(
-            "Ticks can be specified, one tick pre line.\nOptionally a label can be provided, e.g. 1 \"First\",")
-        self.layout.addWidget(self.label)
+            'Ticks can be specified, one tick pre line.\nOptionally a label can be provided, e.g. 1 "First",'
+        )
+        self.layout_main.addWidget(self.label)
 
         self.layout2 = QtWidgets.QHBoxLayout()
-        self.layout.addLayout(self.layout2)
+        self.layout_main.addLayout(self.layout2)
 
-        self.input_ticks = TextWidget(self.layout2, axis + "-Ticks:", multiline=True, horizontal=False)
+        self.input_ticks = TextWidget(
+            self.layout2, axis + "-Ticks:", multiline=True, horizontal=False
+        )
         self.input_ticks.editingFinished.connect(self.ticksChanged)
 
-        self.input_ticks2 = TextWidget(self.layout2, axis + "-Ticks (minor):", multiline=True, horizontal=False)
+        self.input_ticks2 = TextWidget(
+            self.layout2, axis + "-Ticks (minor):", multiline=True, horizontal=False
+        )
         self.input_ticks2.editingFinished.connect(self.ticksChanged2)
 
-        self.input_scale = ComboWidget(self.layout, axis + "-Scale", ["linear", "log", "symlog", "logit"])
+        self.input_scale = ComboWidget(
+            self.layout_main, axis + "-Scale", ["linear", "log", "symlog", "logit"]
+        )
         self.input_scale.editingFinished.connect(self.scaleChanged)
-        #self.input_scale.link(axis + "scale", signal_target_changed)
+        # self.input_scale.link(axis + "scale", signal_target_changed)
 
-        self.input_font = TextPropertiesWidget2(self.layout)
+        self.input_font = TextPropertiesWidget2(self.layout_main)
         self.input_font.propertiesChanged.connect(self.fontStateChanged)
 
-        self.input_labelpad = NumberWidget(self.layout, axis + "-Labelpad", min=-999)
-        self.input_labelpad.link(axis + "axis.labelpad", signal_target_changed, direct=True)
+        self.input_labelpad = NumberWidget(
+            self.layout_main, axis + "-Labelpad", min=-999
+        )
+        self.input_labelpad.link(
+            axis + "axis.labelpad", signal_target_changed, direct=True
+        )
 
         self.button_ok = QtWidgets.QPushButton("Ok")
-        self.layout.addWidget(self.button_ok)
+        self.layout_main.addWidget(self.button_ok)
         self.button_ok.clicked.connect(self.hide)
 
-    def parseTickLabel(self, line: str) -> (float, str):
-        """ interpret the tick value specified in line """
+    def parseTickLabel(self, line: str) -> Tuple[float, str]:
+        """interpret the tick value specified in line"""
         import re
+
         line = line.replace("−", "-")
-        match = re.match(r"\$\\mathdefault{(([-.\d]*)\\times)?([-.\d]+)\^{([-.\d]+)}}\$", line)
+        match = re.match(
+            r"\$\\mathdefault{(([-.\d]*)\\times)?([-.\d]+)\^{([-.\d]+)}}\$", line
+        )
         if match:
             _, factor, base, exponent = match.groups()
             if factor is not None:
@@ -581,12 +732,17 @@ def parseTickLabel(self, line: str) -> (float, str):
                 number = np.nan
         return number, line
 
-    def formatTickLabel(self, line: str) -> (float, str):
-        """ interpret the tick label specified in line"""
+    def formatTickLabel(self, line: str) -> Tuple[float, str]:
+        """interpret the tick label specified in line"""
         import re
+
         line = line.replace("−", "-")
-        match = re.match(r"\s*(([-.\d]*)\s*x)?\s*([-.\d]+)\s*\^\s*([-.\d]+)\s*\"(.+)?\"", line)
-        match2 = re.match(r"\s*(([-.\d]*)\s*x)?\s*([-.\d]+)\s*\^\s*([-.\d]+)\s*(.+)?", line)
+        match = re.match(
+            r"\s*(([-.\d]*)\s*x)?\s*([-.\d]+)\s*\^\s*([-.\d]+)\s*\"(.+)?\"", line
+        )
+        match2 = re.match(
+            r"\s*(([-.\d]*)\s*x)?\s*([-.\d]+)\s*\^\s*([-.\d]+)\s*(.+)?", line
+        )
         if match:
             _, factor, base, exponent, label = match.groups()
             if factor is not None:
@@ -615,7 +771,7 @@ def formatTickLabel(self, line: str) -> (float, str):
         return number, line
 
     def setTarget(self, element: Artist):
-        """ set the target Artist for this widget"""
+        """set the target Artist for this widget"""
         self.element = element
         self.fig = main_figure(element)
         min, max = getattr(self.element, "get_" + self.axis + "lim")()
@@ -626,15 +782,15 @@ def setTarget(self, element: Artist):
         ticks = getattr(self.element, "get_" + self.axis + "ticks")()
         labels = getattr(self.element, "get_" + self.axis + "ticklabels")()
         text = []
-        for t, l in zip(ticks, labels):
-            l, l_text = self.parseTickLabel(l.get_text())
+        for tick, label in zip(ticks, labels):
+            label, l_text = self.parseTickLabel(label.get_text())
             try:
-                l = float(l)
+                label = float(label)
             except ValueError:
                 continue
-            if min <= t <= max:
-                if l != t:
-                    text.append("%s \"%s\"" % (str(t), l_text))
+            if min <= tick <= max:
+                if label != tick:
+                    text.append('%s "%s"' % (str(tick), l_text))
                 else:
                     text.append("%s" % l_text)
         self.input_ticks.setText(",<br>".join(text))
@@ -642,30 +798,38 @@ def setTarget(self, element: Artist):
         ticks = getattr(self.element, "get_" + self.axis + "ticks")(minor=True)
         labels = getattr(self.element, "get_" + self.axis + "ticklabels")(minor=True)
         text = []
-        for t, l in zip(ticks, labels):
-            l, l_text = self.parseTickLabel(l.get_text())
+        for tick, label in zip(ticks, labels):
+            label, l_text = self.parseTickLabel(label.get_text())
             try:
-                l = float(l)
+                label = float(label)
             except ValueError:
                 pass
-            if min <= t <= max:
-                if l != t:
-                    text.append("%s \"%s\"" % (str(t), l_text))
+            if min <= tick <= max:
+                if label != tick:
+                    text.append('%s "%s"' % (str(tick), l_text))
                 else:
                     text.append("%s" % l_text)
         self.input_ticks2.setText(",<br>".join(text))
 
         elements = [self.element]
-        elements += [element.target for element in main_figure(self.element).selection.targets if
-                     element.target != self.element and isinstance(element.target, Axes)]
+        elements += [
+            element.target
+            for element in main_figure(self.element).selection.targets
+            if element.target != self.element and isinstance(element.target, Axes)
+        ]
         ticks = []
         for element in elements:
-            ticks += [t.label1 for t in getattr(element, "get_" + self.axis + "axis")().get_major_ticks()]
+            ticks += [
+                t.label1
+                for t in getattr(
+                    element, "get_" + self.axis + "axis"
+                )().get_major_ticks()
+            ]
 
         self.input_font.setTarget(ticks)
 
     def parseTicks(self, string: str):
-        """ parse a list of given ticks """
+        """parse a list of given ticks"""
         try:
             ticks = []
             labels = []
@@ -676,39 +840,49 @@ def parseTicks(self, string: str):
                     tick, _ = self.formatTickLabel(line)
                     if np.isnan(tick) and len(two_parts) == 2:
                         tick = float(two_parts[0].replace("−", "-"))
-                        label = two_parts[1].strip("\"")
+                        label = two_parts[1].strip('"')
                     else:
                         tick, label = self.formatTickLabel(line)
-                except ValueError as err:
+                except ValueError:
                     pass
                 else:
                     if not np.isnan(tick):
                         ticks.append(tick)
                         labels.append(label)
-        except Exception as err:
+        except Exception:
             pass
         return ticks, labels
 
     def str(self, object: Any):
-        """ serialize an object and interpret nan values """
+        """serialize an object and interpret nan values"""
         if str(object) == "nan":
             return "np.nan"
         return str(object)
 
     def ticksChanged2(self):
-        """ when the minor ticks changed """
+        """when the minor ticks changed"""
         ticks, labels = self.parseTicks(self.input_ticks2.text())
 
         elements = [self.element]
-        elements += [element.target for element in main_figure(self.element).selection.targets if
-                     element.target != self.element and isinstance(element.target, Axes)]
+        elements += [
+            element.target
+            for element in main_figure(self.element).selection.targets
+            if element.target != self.element and isinstance(element.target, Axes)
+        ]
 
         changed = False
         for elem in elements:
             current_ticks = getattr(elem, "get_" + self.axis + "ticks")(minor=True)
-            current_ticklabels = [t.get_text() for t in getattr(elem, "get_" + self.axis + "ticklabels")(minor=True)]
-            if len(current_ticks) != len(ticks) or (current_ticks != ticks).any() or \
-                    len(current_ticklabels) != len(labels) or current_ticklabels != labels:
+            current_ticklabels = [
+                t.get_text()
+                for t in getattr(elem, "get_" + self.axis + "ticklabels")(minor=True)
+            ]
+            if (
+                    len(current_ticks) != len(ticks)
+                    or (current_ticks != ticks).any()
+                    or len(current_ticklabels) != len(labels)
+                    or current_ticklabels != labels
+            ):
                 changed = True
         if changed is False:
             return
@@ -726,33 +900,46 @@ def ticksChanged2(self):
             getattr(element, "set_" + self.axis + "ticklabels")(labels, minor=True)
             min, max = getattr(element, "get_" + self.axis + "lim")()
             if min != self.range[0] or max != self.range[1]:
-                self.fig.change_tracker.addChange(element,
-                                                  ".set_" + self.axis + "lim(%s, %s)" % (str(min), str(max)))
+                self.fig.change_tracker.addChange(
+                    element, ".set_" + self.axis + "lim(%s, %s)" % (str(min), str(max))
+                )
             else:
-                self.fig.change_tracker.addChange(element,
-                                                  ".set_" + self.axis + "lim(%s, %s)" % (
-                                                  str(self.range[0]), str(self.range[1])))
+                self.fig.change_tracker.addChange(
+                    element,
+                    ".set_"
+                    + self.axis
+                    + "lim(%s, %s)" % (str(self.range[0]), str(self.range[1])),
+                )
 
             # self.setTarget(element)
-            self.fig.change_tracker.addChange(element,
-                                              ".set_" + self.axis + "ticks([%s], [%s], minor=True)" % (
-                                                  ", ".join(self.str(t) for t in ticks),
-                                                  ", ".join('"' + l + '"' for l in labels)),
-                                              element, ".set_" + self.axis + "ticks_minor")
+            self.fig.change_tracker.addChange(
+                element,
+                ".set_"
+                + self.axis
+                + "ticks([%s], [%s], minor=True)"
+                % (
+                    ", ".join(self.str(t) for t in ticks),
+                    ", ".join('"' + label + '"' for label in labels),
+                ),
+                element,
+                ".set_" + self.axis + "ticks_minor",
+            )
         self.fig.canvas.draw()
 
     def getFontProperties(self):
         prop_copy = {}
         prop_copy2 = {}
-        for index, (name, name2, type_, default_) in enumerate(self.input_font.property_names):
+        for index, (name, name2, type_, default_) in enumerate(
+                self.input_font.property_names
+        ):
             if name not in self.input_font.properties:
                 continue
             value = self.input_font.properties[name]
             if default_ is not None and value == default_:
                 continue
-            #if default_ is None and value == plt.rcParams["legend." + name]:
+            # if default_ is None and value == plt.rcParams["legend." + name]:
             #    continue
-            if type_ == str:
+            if type_ is str:
                 prop_copy[name] = '"' + value + '"'
             else:
                 prop_copy[name] = value
@@ -761,13 +948,16 @@ def getFontProperties(self):
 
     def fontStateChanged(self):
         self.ticksChanged()
-        #fig.change_tracker.addChange(axes, ".legend(%s)" % (", ".join("%s=%s" % (k, v) for k, v in prop_copy.items())))
+        # fig.change_tracker.addChange(axes, ".legend(%s)" % (", ".join("%s=%s" % (k, v) for k, v in prop_copy.items())))
 
     def scaleChanged(self):
-        """ when the scale changed """
+        """when the scale changed"""
         elements = [self.element]
-        elements += [element.target for element in main_figure(self.element).selection.targets if
-                     element.target != self.element and isinstance(element.target, Axes)]
+        elements += [
+            element.target
+            for element in main_figure(self.element).selection.targets
+            if element.target != self.element and isinstance(element.target, Axes)
+        ]
 
         with UndoRedo(elements, "Axes Scale"):
             for element in elements:
@@ -776,19 +966,28 @@ def scaleChanged(self):
                 element.set(**kwargs)
 
     def ticksChanged(self):
-        """ when the major ticks changed """
+        """when the major ticks changed"""
         ticks, labels = self.parseTicks(self.input_ticks.text())
 
         elements = [self.element]
-        elements += [element.target for element in main_figure(self.element).selection.targets if
-                     element.target != self.element and isinstance(element.target, Axes)]
+        elements += [
+            element.target
+            for element in main_figure(self.element).selection.targets
+            if element.target != self.element and isinstance(element.target, Axes)
+        ]
 
         changed = False
         for elem in elements:
             current_ticks = getattr(elem, "get_" + self.axis + "ticks")()
-            current_ticklabels = [t.get_text() for t in getattr(elem, "get_" + self.axis + "ticklabels")()]
-            if len(current_ticks) != len(ticks) or (current_ticks != ticks).any() or \
-                len(current_ticklabels) != len(labels) or current_ticklabels != labels:
+            current_ticklabels = [
+                t.get_text() for t in getattr(elem, "get_" + self.axis + "ticklabels")()
+            ]
+            if (
+                    len(current_ticks) != len(ticks)
+                    or (current_ticks != ticks).any()
+                    or len(current_ticklabels) != len(labels)
+                    or current_ticklabels != labels
+            ):
                 changed = True
         if changed is False:
             return
@@ -805,7 +1004,9 @@ def ticksChanged(self):
         if 0:
             getattr(element, "set_" + self.axis + "lim")(self.range)
             getattr(element, "set_" + self.axis + "ticks")(ticks)
-            getattr(element, "set_" + self.axis + "ticklabels")(labels, **self.getFontProperties()[1])
+            getattr(element, "set_" + self.axis + "ticklabels")(
+                labels, **self.getFontProperties()[1]
+            )
 
         changed = False
         for elem in elements:
@@ -823,11 +1024,16 @@ def ticksChanged(self):
             formatter = axis.major.formatter
             lim = getattr(element, "get_" + self.axis + "lim")()
             ticks2 = getattr(element, "get_" + self.axis + "ticks")()
-            ticklabels = [t.get_text() for t in getattr(element, "get_" + self.axis + "ticklabels")()]
+            ticklabels = [
+                t.get_text()
+                for t in getattr(element, "get_" + self.axis + "ticklabels")()
+            ]
             old_properties.append([locator, formatter, lim, ticks2, ticklabels])
 
         def undo():
-            for element, (locator, formator, lim, ticks, labels) in zip(elements, old_properties):
+            for element, (locator, formator, lim, ticks, labels) in zip(
+                    elements, old_properties
+            ):
                 axis = getattr(element, "get_" + self.axis + "axis")()
                 axis.set_major_locator(locator)
                 axis.set_major_formatter(formator)
@@ -836,31 +1042,59 @@ def undo():
                     # make sure there are no old changes to this element
                     keys = [k for k in fig.change_tracker.changes]
                     for reference_obj, reference_command in keys:
-                        if reference_obj == element and reference_command == ".set_" + self.axis + "ticks":
-                            del fig.change_tracker.changes[reference_obj, reference_command]
+                        if (
+                                reference_obj == element
+                                and reference_command == ".set_" + self.axis + "ticks"
+                        ):
+                            del fig.change_tracker.changes[
+                                reference_obj, reference_command
+                            ]
                 else:
-                    self.fig.change_tracker.addChange(element,
-                                                      ".set_" + self.axis + "ticks([%s], [%s], %s)" % (", ".join(
-                                                          self.str(t) for t in ticks), ", ".join(
-                                                          '"' + l + '"' for l in labels), self.getFontProperties()[0]))
+                    self.fig.change_tracker.addChange(
+                        element,
+                        ".set_"
+                        + self.axis
+                        + "ticks([%s], [%s], %s)"
+                        % (
+                            ", ".join(self.str(t) for t in ticks),
+                            ", ".join('"' + label + '"' for label in labels),
+                            self.getFontProperties()[0],
+                        ),
+                    )
 
         def redo():
             for element in elements:
                 getattr(element, "set_" + self.axis + "lim")(self.range)
                 getattr(element, "set_" + self.axis + "ticks")(ticks)
-                getattr(element, "set_" + self.axis + "ticklabels")(labels, **self.getFontProperties()[1])
+                getattr(element, "set_" + self.axis + "ticklabels")(
+                    labels, **self.getFontProperties()[1]
+                )
                 min, max = getattr(element, "get_" + self.axis + "lim")()
                 if min != self.range[0] or max != self.range[1]:
-                    self.fig.change_tracker.addChange(element,
-                                                      ".set_" + self.axis + "lim(%s, %s)" % (str(min), str(max)))
+                    self.fig.change_tracker.addChange(
+                        element,
+                        ".set_" + self.axis + "lim(%s, %s)" % (str(min), str(max)),
+                    )
                 else:
-                    self.fig.change_tracker.addChange(element,
-                                                      ".set_" + self.axis + "lim(%s, %s)" % (
-                                                      str(self.range[0]), str(self.range[1])))
+                    self.fig.change_tracker.addChange(
+                        element,
+                        ".set_"
+                        + self.axis
+                        + "lim(%s, %s)" % (str(self.range[0]), str(self.range[1])),
+                    )
 
                 # self.setTarget(self.element)
-                self.fig.change_tracker.addChange(element, ".set_" + self.axis + "ticks([%s], [%s], %s)" % (", ".join(
-                    self.str(t) for t in ticks), ", ".join('"' + l + '"' for l in labels), self.getFontProperties()[0]))
+                self.fig.change_tracker.addChange(
+                    element,
+                    ".set_"
+                    + self.axis
+                    + "ticks([%s], [%s], %s)"
+                    % (
+                        ", ".join(self.str(t) for t in ticks),
+                        ", ".join('"' + label + '"' for label in labels),
+                        self.getFontProperties()[0],
+                    ),
+                )
 
         self.fig.change_tracker.addEdit([undo, redo, "ticks"])
         redo()
@@ -868,10 +1102,15 @@ def redo():
 
 
 class QAxesProperties(QtWidgets.QWidget):
-    targetChanged_wrapped = QtCore.Signal(object)
+    targetChanged_wrapped = Signal(object)
 
-    def __init__(self, layout: QtWidgets.QLayout, axis: str, signal_target_changed: QtCore.Signal):
-        """ a widget to change the properties of an axes (label, limits)
+    def __init__(
+            self,
+            layout: QtWidgets.QLayout,
+            axis: str,
+            signal_target_changed: pyqtBoundSignal,
+    ):
+        """a widget to change the properties of an axes (label, limits)
 
         Args:
             layout: the layout to which to add this widget
@@ -880,130 +1119,73 @@ def __init__(self, layout: QtWidgets.QLayout, axis: str, signal_target_changed:
         """
         QtWidgets.QWidget.__init__(self)
         layout.addWidget(self)
-        self.layout = QtWidgets.QHBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.targetChanged = signal_target_changed
         self.targetChanged.connect(self.setTarget)
 
-        self.input_label = TextWidget(self.layout, axis + "-Label:")
-
-        def wrapTargetLabel(axis_object):
-            try:
-                target = getattr(getattr(axis_object, f"get_{axis}axis")(), "get_label")()
-            except AttributeError:
-                target = None
-            self.targetChanged_wrapped.emit(target)
-
-        self.targetChanged.connect(wrapTargetLabel)
-        self.input_label.link("text", signal=self.targetChanged_wrapped)
+        self.input_label = TextWidget(self.layout_main, axis + "-Label:")
+        if 0:
 
-        self.input_lim = DimensionsWidget(self.layout, axis + "-Lim:", "-", "", free=True)
+            def wrapTargetLabel(axis_object):
+                try:
+                    target = getattr(
+                        getattr(axis_object, f"get_{axis}axis")(), "get_label"
+                    )()
+                except AttributeError:
+                    target = None
+                self.targetChanged_wrapped.emit(target)
+
+            self.targetChanged.connect(wrapTargetLabel)
+            self.input_label.link("text", signal=self.targetChanged_wrapped)
+        self.input_label.link(axis + "label", signal=self.targetChanged)
+
+        self.input_lim = DimensionsWidget(
+            self.layout_main, axis + "-Lim:", "-", "", free=True
+        )
         self.input_lim.link(axis + "lim", signal=self.targetChanged)
         if axis == "x":
             self.button_ticks = QtWidgets.QPushButton(
-                QtGui.QIcon(os.path.join(os.path.dirname(__file__), "../icons", "ticks.ico")), "")
-        else:
-            self.button_ticks = QtWidgets.QPushButton(
-                QtGui.QIcon(os.path.join(os.path.dirname(__file__), "../icons", "ticks_y.ico")), "")
-        self.button_ticks.clicked.connect(self.showTickWidget)
-        self.layout.addWidget(self.button_ticks)
-
-        self.tick_edit = QTickEdit(axis, signal_target_changed)
-
-    def showTickWidget(self):
-        """ open the tick edit dialog """
-        self.tick_edit.setTarget(self.element)
-        self.tick_edit.show()
-
-    def setTarget(self, element: Artist):
-        """ set the target Artist of this widget """
-        self.element = element
-
-        if isinstance(element, Axes):
-            self.show()
-        else:
-            self.hide()
-
-
-class QAxesProperties(QtWidgets.QWidget):
-    targetChanged_wrapped = QtCore.Signal(object)
-
-    def __init__(self, layout: QtWidgets.QLayout, axis: str, signal_target_changed: QtCore.Signal):
-        """ a widget to change the properties of an axes (label, limits)
-
-        Args:
-            layout: the layout to which to add this widget
-            axis: whether to use "x" or the "y" axis
-            signal_target_changed: the signal when a target changed
-        """
-        QtWidgets.QWidget.__init__(self)
-        layout.addWidget(self)
-        self.axis = axis
-        self.layout = QtWidgets.QHBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
-
-        self.targetChanged = signal_target_changed
-        self.targetChanged.connect(self.setTarget)
-
-        self.input_label = TextWidget(self.layout, axis + "-Label:")
-        self.input_label.editingFinished.connect(self.saveLabel)
-        self.input_lim = DimensionsWidget(self.layout, axis + "-Lim:", "-", "", free=True)
-        self.input_lim.editingFinished.connect(self.saveLim)
-        if axis == "x":
-            self.button_ticks = QtWidgets.QPushButton(
-                QtGui.QIcon(os.path.join(os.path.dirname(__file__), "../icons", "ticks.ico")), "")
+                QtGui.QIcon(
+                    os.path.join(os.path.dirname(__file__), "../icons", "ticks.ico")
+                ),
+                "",
+            )
         else:
             self.button_ticks = QtWidgets.QPushButton(
-                QtGui.QIcon(os.path.join(os.path.dirname(__file__), "../icons", "ticks_y.ico")), "")
+                QtGui.QIcon(
+                    os.path.join(os.path.dirname(__file__), "../icons", "ticks_y.ico")
+                ),
+                "",
+            )
         self.button_ticks.clicked.connect(self.showTickWidget)
-        self.layout.addWidget(self.button_ticks)
+        self.layout_main.addWidget(self.button_ticks)
 
         self.tick_edit = QTickEdit(axis, signal_target_changed)
 
     def showTickWidget(self):
-        """ open the tick edit dialog """
+        """open the tick edit dialog"""
         self.tick_edit.setTarget(self.element)
         self.tick_edit.show()
 
     def setTarget(self, element: Artist):
-        """ set the target Artist of this widget """
+        """set the target Artist of this widget"""
         self.element = element
 
         if isinstance(element, Axes):
-            self.input_label.setText(getattr(element, f"get_{self.axis}label")())
-            self.input_lim.setValue(getattr(element, f"get_{self.axis}lim")())
             self.show()
         else:
             self.hide()
 
-    def saveLabel(self):
-        elements = [self.element]
-        elements += [element.target for element in main_figure(self.element).selection.targets if
-                     element.target != self.element and isinstance(element.target, Axes)]
-
-        text = self.input_label.text()
-        with UndoRedo(elements, f"Set axes {self.axis}-label"):
-            for element in elements:
-                element.set(**{f"{self.axis}label": text})
-
-    def saveLim(self):
-        elements = [self.element]
-        elements += [element.target for element in main_figure(self.element).selection.targets if
-                     element.target != self.element and isinstance(element.target, Axes)]
-
-        limits = self.input_lim.value()
-        with UndoRedo(elements, f"Set axes {self.axis}-lim"):
-            for element in elements:
-                element.set(**{f"{self.axis}lim": limits})
 
 class QItemProperties(QtWidgets.QWidget):
-    targetChanged = QtCore.Signal(object)
-    valueChanged = QtCore.Signal(tuple)
+    targetChanged = Signal(object)
+    valueChanged = Signal(tuple)
     element = None
 
-    def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
-        """ a widget that holds all the properties to set and the tree view
+    def __init__(self, layout: QtWidgets.QLayout, signals):
+        """a widget that holds all the properties to set and the tree view
 
         Args:
             layout: the layout to which to add the widget
@@ -1018,67 +1200,87 @@ def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
         signals.figure_changed.connect(self.setFigure)
         signals.figure_element_selected.connect(self.select_element)
 
-        self.layout = QtWidgets.QVBoxLayout(self)
-        self.layout.setContentsMargins(0, 0, 0, 0)
+        self.layout_main = QtWidgets.QVBoxLayout(self)
+        self.layout_main.setContentsMargins(0, 0, 0, 0)
 
         self.label = QtWidgets.QLabel()
-        self.layout.addWidget(self.label)
+        self.layout_main.addWidget(self.label)
 
-        self.input_text = TextWidget(self.layout, "Text:")
+        self.input_text = TextWidget(self.layout_main, "Text:")
         self.input_text.link("text", self.targetChanged)
 
-        self.input_rotation = NumberWidget(self.layout, "Rotation:")
+        self.input_rotation = NumberWidget(self.layout_main, "Rotation:")
         self.input_rotation.link("rotation", self.targetChanged)
         self.input_rotation.input1.setRange(-360, 360)
 
-        self.input_xaxis = QAxesProperties(self.layout, "x", self.targetChanged)
-        self.input_yaxis = QAxesProperties(self.layout, "y", self.targetChanged)
+        self.input_xaxis = QAxesProperties(self.layout_main, "x", self.targetChanged)
+        self.input_yaxis = QAxesProperties(self.layout_main, "y", self.targetChanged)
 
-        self.input_font_properties = TextPropertiesWidget(self.layout)
+        self.input_font_properties = TextPropertiesWidget(self.layout_main)
 
-        self.input_legend_properties = LegendPropertiesWidget(self.layout)
+        self.input_legend_properties = LegendPropertiesWidget(self.layout_main)
 
-        self.input_label = TextWidget(self.layout, "Label:")
+        self.input_label = TextWidget(self.layout_main, "Label:")
         self.input_label.link("label", self.targetChanged)
 
         layout = QtWidgets.QHBoxLayout()
-        self.layout.addLayout(layout)
+        self.layout_main.addLayout(layout)
 
-        condition_line = lambda x: getattr(x, "get_linestyle")() not in ["None", " ", ""]
-        condition_marker = lambda x: getattr(x, "get_marker")() not in ["None", " ", ""]
+        def condition_line(x):
+            return getattr(x, "get_linestyle")() not in [
+                "None",
+                " ",
+                "",
+            ]
 
-        TextWidget(layout, "Linestyle:", allow_literal_decoding=True).link("linestyle", self.targetChanged)
+        def condition_marker(x):
+            return getattr(x, "get_marker")() not in ["None", " ", ""]
 
-        NumberWidget(layout, "Linewidth:").link("linewidth", self.targetChanged,
-                                                condition=condition_line)  # lambda x: getattr(x, "get_linestyle") not in ["None", " ", ""])
+        TextWidget(layout, "Linestyle:", allow_literal_decoding=True).link(
+            "linestyle", self.targetChanged
+        )
 
-        QColorWidget(layout, "Color:").link("color", self.targetChanged, condition=condition_line)
+        NumberWidget(layout, "Linewidth:").link(
+            "linewidth", self.targetChanged, condition=condition_line
+        )  # lambda x: getattr(x, "get_linestyle") not in ["None", " ", ""])
+
+        QColorWidget(layout, "Color:").link(
+            "color", self.targetChanged, condition=condition_line
+        )
 
         layout = QtWidgets.QHBoxLayout()
-        self.layout.addLayout(layout)
+        self.layout_main.addLayout(layout)
 
         TextWidget(layout, "Markerstyle:").link("marker", self.targetChanged)
 
-        NumberWidget(layout, "Markersize:").link("markersize", self.targetChanged, condition=condition_marker)
+        NumberWidget(layout, "Markersize:").link(
+            "markersize", self.targetChanged, condition=condition_marker
+        )
 
-        QColorWidget(layout, "markerfacecolor:").link("markerfacecolor", self.targetChanged, condition=condition_marker)
+        QColorWidget(layout, "markerfacecolor:").link(
+            "markerfacecolor", self.targetChanged, condition=condition_marker
+        )
 
         layout = QtWidgets.QHBoxLayout()
-        self.layout.addLayout(layout)
+        self.layout_main.addLayout(layout)
 
-        NumberWidget(layout, "Markeredgewidth:").link("markeredgewidth", self.targetChanged, condition=condition_marker)
+        NumberWidget(layout, "Markeredgewidth:").link(
+            "markeredgewidth", self.targetChanged, condition=condition_marker
+        )
 
-        QColorWidget(layout, "markeredgecolor:").link("markeredgecolor", self.targetChanged, condition=condition_marker)
+        QColorWidget(layout, "markeredgecolor:").link(
+            "markeredgecolor", self.targetChanged, condition=condition_marker
+        )
 
         layout = QtWidgets.QHBoxLayout()
-        self.layout.addLayout(layout)
+        self.layout_main.addLayout(layout)
 
         QColorWidget(layout, "Edgecolor:").link("edgecolor", self.targetChanged)
 
         QColorWidget(layout, "Facecolor:").link("facecolor", self.targetChanged)
 
         self.layout_buttons = QtWidgets.QHBoxLayout()
-        self.layout.addLayout(self.layout_buttons)
+        self.layout_main.addLayout(self.layout_buttons)
 
         self.button_add_image = QtWidgets.QPushButton("add image")
         self.layout_buttons.addWidget(self.button_add_image)
@@ -1092,7 +1294,7 @@ def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
         self.layout_buttons.addWidget(self.button_add_annotation)
         self.button_add_annotation.clicked.connect(self.buttonAddAnnotationClicked)
         self.layout_buttons = QtWidgets.QHBoxLayout()
-        self.layout.addLayout(self.layout_buttons)
+        self.layout_main.addLayout(self.layout_buttons)
 
         self.button_add_rectangle = QtWidgets.QPushButton("add rectangle")
         self.layout_buttons.addWidget(self.button_add_rectangle)
@@ -1103,7 +1305,7 @@ def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
         self.button_add_arrow.clicked.connect(self.buttonAddArrowClicked)
 
         self.layout_buttons = QtWidgets.QHBoxLayout()
-        self.layout.addLayout(self.layout_buttons)
+        self.layout_main.addLayout(self.layout_buttons)
 
         self.button_despine = QtWidgets.QPushButton("despine")
         self.layout_buttons.addWidget(self.button_despine)
@@ -1121,7 +1323,7 @@ def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
         self.setMinimumWidth(100)
 
     def select_element(self, element: Artist):
-        """ select an element """
+        """select an element"""
         if element is None:
             self.setElement(self.fig)
         else:
@@ -1131,15 +1333,16 @@ def setFigure(self, fig):
         self.fig = fig
 
     def buttonAddImageClicked(self):
-        """ when the button 'add image' is clicked """
+        """when the button 'add image' is clicked"""
         fig = self.fig
 
         def addChange(element, command):
             fig.change_tracker.addChange(element, command)
             return eval(getReference(element) + command)
 
-        path = QtWidgets.QFileDialog.getOpenFileName(self, "Open Image", os.getcwd(),
-                                                     "Image *.jpg *.png *.tif")
+        path = QtWidgets.QFileDialog.getOpenFileName(
+            self, "Open Image", os.getcwd(), "Image *.jpg *.png *.tif"
+        )
         if isinstance(path, tuple):
             path = str(path[0])
         else:
@@ -1150,13 +1353,17 @@ def addChange(element, command):
         if isinstance(self.element, Figure):
             axes = self.element.add_axes([0.25, 0.25, 0.5, 0.5], label=filename)
             fig.ax_dict = {ax.get_label(): ax for ax in fig.axes}
-            self.fig.change_tracker.addChange(self.element,
-                                              ".add_axes([0.25, 0.25, 0.5, 0.5], label=\"%s\")  # id=%s.new" % (
-                                                  filename, getReference(axes)), axes, ".new")
+            self.fig.change_tracker.addChange(
+                self.element,
+                '.add_axes([0.25, 0.25, 0.5, 0.5], label="%s")  # id=%s.new'
+                % (filename, getReference(axes)),
+                axes,
+                ".new",
+            )
             add_axes_default(axes)
-        addChange(axes, ".imshow(plt.imread(\"%s\"))" % filename)
-        addChange(axes, '.set_xticks([])')
-        addChange(axes, '.set_yticks([])')
+        addChange(axes, '.imshow(plt.imread("%s"))' % filename)
+        addChange(axes, ".set_xticks([])")
+        addChange(axes, ".set_yticks([])")
         if 0:
             addChange(axes, ".spines['right'].set_visible(False)")
             addChange(axes, ".spines['left'].set_visible(False)")
@@ -1166,7 +1373,7 @@ def addChange(element, command):
             addChange(axes, ".spines[:].set_visible(False)")
 
         self.signals.figure_element_child_created.emit(self.element)
-        self.fig.figure_dragger.make_dragable(axes)
+        self.fig.figure_dragger.make_draggable(axes)
         self.fig.figure_dragger.select_element(axes)
         self.fig.canvas.draw()
         self.setElement(axes)
@@ -1174,21 +1381,25 @@ def addChange(element, command):
         self.input_text.input1.setFocus()
 
     def buttonAddTextClicked(self):
-        """ when the button 'add text' is clicked """
+        """when the button 'add text' is clicked"""
         if isinstance(self.element, Axes):
-            text = self.element.text(0.5, 0.5, "New Text", transform=self.element.transAxes)
+            text = self.element.text(
+                0.5, 0.5, "New Text", transform=self.element.transAxes
+            )
             text.is_new_text = True
             add_text_default(text)
             self.fig.change_tracker.addNewTextChange(text)
 
         if isinstance(self.element, Figure):
-            text = self.element.text(0.5, 0.5, "New Text", transform=self.element.transFigure)
+            text = self.element.text(
+                0.5, 0.5, "New Text", transform=self.element.transFigure
+            )
             text.is_new_text = True
             add_text_default(text)
             self.fig.change_tracker.addNewTextChange(text)
 
         self.signals.figure_element_child_created.emit(self.element)
-        self.fig.figure_dragger.make_dragable(text)
+        self.fig.figure_dragger.make_draggable(text)
         self.fig.canvas.draw()
         self.fig.figure_dragger.on_deselect(None)
         self.fig.figure_dragger.selection.clear_targets()
@@ -1199,17 +1410,29 @@ def buttonAddTextClicked(self):
         self.input_text.input1.setFocus()
 
     def buttonAddAnnotationClicked(self):
-        """ when the button 'add annoations' is clicked """
-        text = self.element.annotate("New Annotation", (self.element.get_xlim()[0], self.element.get_ylim()[0]),
-                                     (np.mean(self.element.get_xlim()), np.mean(self.element.get_ylim())),
-                                     arrowprops=dict(arrowstyle="->"))
-        self.fig.change_tracker.addChange(self.element,
-                                          ".annotate('New Annotation', %s, %s, arrowprops=dict(arrowstyle='->'))  # id=%s.new" % (
-                                          text.xy, text.get_position(), getReference(text)),
-                                          text, ".new")
+        """when the button 'add annoations' is clicked"""
+        if not isinstance(self.element, Axes):
+            return
+        xlim = self.element.get_xlim()
+        ylim = self.element.get_ylim()
+        x = float(np.mean(xlim))
+        y = float(np.mean(ylim))
+        text = self.element.annotate(
+            "New Annotation",
+            (xlim[0], ylim[0]),
+            (x, y),
+            arrowprops=dict(arrowstyle="->"),
+        )
+        self.fig.change_tracker.addChange(
+            self.element,
+            ".annotate('New Annotation', %s, %s, arrowprops=dict(arrowstyle='->'))  # id=%s.new"
+            % (text.xy, text.get_position(), getReference(text)),
+            text,
+            ".new",
+        )
 
         self.signals.figure_element_child_created.emit(self.element)
-        self.fig.figure_dragger.make_dragable(text)
+        self.fig.figure_dragger.make_draggable(text)
         self.fig.figure_dragger.select_element(text)
         self.fig.canvas.draw()
         self.setElement(text)
@@ -1217,18 +1440,28 @@ def buttonAddAnnotationClicked(self):
         self.input_text.input1.setFocus()
 
     def buttonAddRectangleClicked(self):
-        """ when the button 'add rectangle' is clicked """
-        p = mpl.patches.Rectangle((self.element.get_xlim()[0], self.element.get_ylim()[0]),
-                                  width=np.mean(self.element.get_xlim()), height=np.mean(self.element.get_ylim()), )
+        """when the button 'add rectangle' is clicked"""
+        if not isinstance(self.element, Axes):
+            return
+        y_min, y_max = self.element.get_ylim()
+        x_min, x_max = self.element.get_xlim()
+        p = Rectangle(
+            (x_min, y_min),
+            width=(x_max - x_min) / 2,
+            height=(y_max - y_min) / 2,
+        )
         self.element.add_patch(p)
 
-        self.fig.change_tracker.addChange(self.element,
-                                          ".add_patch(mpl.patches.Rectangle(%s, width=%s, height=%s))  # id=%s.new" % (
-                                              p.get_xy(), p.get_width(), p.get_height(), getReference(p)),
-                                          p, ".new")
+        self.fig.change_tracker.addChange(
+            self.element,
+            ".add_patch(mpl.patches.Rectangle(%s, width=%s, height=%s))  # id=%s.new"
+            % (p.get_xy(), p.get_width(), p.get_height(), getReference(p)),
+            p,
+            ".new",
+        )
 
         self.signals.figure_element_child_created.emit(self.element)
-        self.fig.figure_dragger.make_dragable(p)
+        self.fig.figure_dragger.make_draggable(p)
         self.fig.figure_dragger.select_element(p)
         self.fig.canvas.draw()
         self.setElement(p)
@@ -1236,20 +1469,37 @@ def buttonAddRectangleClicked(self):
         self.input_text.input1.setFocus()
 
     def buttonAddArrowClicked(self):
-        """ when the button 'add arrow' is clicked """
-        p = mpl.patches.FancyArrowPatch((self.element.get_xlim()[0], self.element.get_ylim()[0]),
-                                        (np.mean(self.element.get_xlim()), np.mean(self.element.get_ylim())),
-                                        arrowstyle="Simple,head_length=10,head_width=10,tail_width=2",
-                                        facecolor="black", clip_on=False, zorder=2)
+        """when the button 'add arrow' is clicked"""
+        if not isinstance(self.element, Axes):
+            return
+        posA = (
+            float(self.element.get_xlim()[0]),
+            float(self.element.get_ylim()[0]),
+        )
+        posB = (
+            float(np.mean(self.element.get_xlim())),
+            float(np.mean(self.element.get_ylim())),
+        )
+        p = FancyArrowPatch(
+            posA,
+            posB,
+            arrowstyle="Simple,head_length=10,head_width=10,tail_width=2",
+            facecolor="black",
+            clip_on=False,
+            zorder=2,
+        )
         self.element.add_patch(p)
 
-        self.fig.change_tracker.addChange(self.element,
-                                          ".add_patch(mpl.patches.FancyArrowPatch(%s, %s, arrowstyle='Simple,head_length=10,head_width=10,tail_width=2', facecolor='black', clip_on=False, zorder=2))  # id=%s.new" % (
-                                          p._posA_posB[0], p._posA_posB[1], getReference(p)),
-                                          p, ".new")
+        self.fig.change_tracker.addChange(
+            self.element,
+            ".add_patch(mpl.patches.FancyArrowPatch(%s, %s, arrowstyle='Simple,head_length=10,head_width=10,tail_width=2', facecolor='black', clip_on=False, zorder=2))  # id=%s.new"
+            % (posA, posB, getReference(p)),
+            p,
+            ".new",
+        )
 
         self.signals.figure_element_child_created.emit(self.element)
-        self.fig.figure_dragger.make_dragable(p)
+        self.fig.figure_dragger.make_draggable(p)
         self.fig.figure_dragger.select_element(p)
         self.fig.canvas.draw()
         self.setElement(p)
@@ -1257,14 +1507,22 @@ def buttonAddArrowClicked(self):
         self.input_text.input1.setFocus()
 
     def buttonDespineClicked(self):
-        """ despine the target """
+        """despine the target"""
+
+        elements = [
+            element.target
+            for element in main_figure(self.element).selection.targets
+            if isinstance(element.target, Axes)
+        ]
 
-        elements = [element.target for element in main_figure(self.element).selection.targets if isinstance(element.target, Axes)]
         def is_despined(elem):
-            return elem.spines['right'].get_visible() and elem.spines['top'].get_visible()
-        despined = [is_despined(elem) for elem in elements]
+            return (
+                    elem.spines["right"].get_visible() and elem.spines["top"].get_visible()
+            )
+
+        # despined = [is_despined(elem) for elem in elements]
         new_value = not is_despined(self.element)
-        fig = main_figure(self.element)
+        main_figure(self.element)
 
         with UndoRedo(elements, "Despine"):
             for element in elements:
@@ -1272,25 +1530,42 @@ def is_despined(elem):
                     element.spines[spine].set_visible(new_value)
 
     def buttonGridClicked(self):
-        """ toggle the grid of the target """
-        elements = [element.target for element in main_figure(self.element).selection.targets
-                    if isinstance(element.target, Axes)]
-        has_grid = getattr(self.element.xaxis, "_gridOnMajor", False) or getattr(self.element.xaxis, "_major_tick_kw", {"gridOn": False})['gridOn']
+        """toggle the grid of the target"""
+        if not isinstance(self.element, Axes):
+            return
+        elements = [
+            element.target
+            for element in main_figure(self.element).selection.targets
+            if isinstance(element.target, Axes)
+        ]
+        has_grid = (
+                getattr(self.element.xaxis, "_gridOnMajor", False)
+                or getattr(self.element.xaxis, "_major_tick_kw", {"gridOn": False})[
+                    "gridOn"
+                ]
+        )
 
         with UndoRedo(elements, "Toggle Grid"):
             for element in elements:
                 element.grid(not has_grid)
         if 0:
+
             def set_false():
                 for element in elements:
                     element.grid(False)
                     self.fig.change_tracker.addChange(element, ".grid(False)")
+
             def set_true():
                 for element in elements:
                     element.grid(True)
                     self.fig.change_tracker.addChange(element, ".grid(True)")
 
-            if getattr(self.element.xaxis, "_gridOnMajor", False) or getattr(self.element.xaxis, "_major_tick_kw", {"gridOn": False})['gridOn']:
+            if (
+                    getattr(self.element.xaxis, "_gridOnMajor", False)
+                    or getattr(self.element.xaxis, "_major_tick_kw", {"gridOn": False})[
+                "gridOn"
+            ]
+            ):
                 set_false()
                 self.fig.change_tracker.addEdit([set_true, set_false, "Grid off"])
             else:
@@ -1299,29 +1574,30 @@ def set_true():
         self.fig.canvas.draw()
 
     def buttonLegendClicked(self):
-        """ add a legend to the target """
+        """add a legend to the target"""
+        if not isinstance(self.element, Axes):
+            return
         self.element.legend()
         self.fig.change_tracker.addChange(self.element, ".legend()")
-        self.fig.figure_dragger.make_dragable(self.element.get_legend())
+        self.fig.figure_dragger.make_draggable(self.element.get_legend())
         self.fig.canvas.draw()
         self.signals.figure_element_child_created.emit(self.element)
 
     def changePickable(self):
-        """ make the target pickable """
+        """make the target pickable"""
+        draggable = getattr(self.element, "_draggable", None)
+        if draggable is None:
+            return
         if self.input_picker.isChecked():
-            self.element._draggable.connect()
+            draggable.connect()
         else:
-            self.element._draggable.disconnect()
+            draggable.disconnect()
         self.signals.figure_element_child_created.emit(self.element)
 
-    def setElement(self, element: Artist):
-        """ set the target Artist of this widget """
+    def setElement(self, element: Artist | None):
+        """set the target Artist of this widget"""
         self.label.setText(str(element))
         self.element = element
-        try:
-            element._draggable
-        except AttributeError:
-            pass
 
         self.button_add_annotation.hide()
         self.button_add_rectangle.hide()
@@ -1344,7 +1620,7 @@ def setElement(self, element: Artist):
         else:
             self.button_add_text.hide()
 
-        if isinstance(element, mpl.legend.Legend):
+        if isinstance(element, Legend):
             self.input_legend_properties.show()
             self.input_legend_properties.setTarget(element)
         else:
@@ -1353,12 +1629,13 @@ def setElement(self, element: Artist):
         try:
             self.input_font_properties.show()
             elements = [element]
-            elements += [element.target for element in main_figure(element).selection.targets if
-                         element.target != element]
+            elements += [
+                element.target
+                for element in main_figure(element).selection.targets
+                if element.target != element
+            ]
             self.input_font_properties.setTarget(elements)
         except AttributeError:
             self.input_font_properties.hide()
 
         self.targetChanged.emit(element)
-
-
diff --git a/pylustrator/components/qpos_and_size.py b/pylustrator/components/qpos_and_size.py
index 95c8943..8b90498 100644
--- a/pylustrator/components/qpos_and_size.py
+++ b/pylustrator/components/qpos_and_size.py
@@ -1,16 +1,20 @@
-from typing import Optional
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
+from typing import TYPE_CHECKING, Optional
+
+if TYPE_CHECKING:
+    from PyQt5 import QtWidgets
+else:
+    from qtpy import QtWidgets
 
 import matplotlib as mpl
 import matplotlib.transforms as transforms
 from matplotlib.figure import Figure
 from matplotlib.artist import Artist
+
 try:  # starting from mpl version 3.6.0
     from matplotlib.axes import Axes
-except:
-    from matplotlib.axes._subplots import Axes
+except ImportError:
+    from matplotlib.axes._subplots import Axes  # ty:ignore[unresolved-import]
 from matplotlib.text import Text
-import matplotlib.transforms as transforms
 
 from pylustrator.helper_functions import changeFigureSize, main_figure
 from pylustrator.QLinkableWidgets import DimensionsWidget, ComboWidget
@@ -22,8 +26,8 @@ class QPosAndSize(QtWidgets.QWidget):
     transform_index = 0
     scale_type = 0
 
-    def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
-        """ a widget that holds all the properties to set and the tree view
+    def __init__(self, layout: QtWidgets.QLayout, signals):
+        """a widget that holds all the properties to set and the tree view
 
         Args:
             layout: the layout to which to add the widget
@@ -37,64 +41,72 @@ def __init__(self, layout: QtWidgets.QLayout, signals: "Signals"):
         self.signals = signals
 
         layout.addWidget(self)
-        self.layout = QtWidgets.QHBoxLayout(self)
-        self.layout.setContentsMargins(10, 0, 10, 0)
+        self.layout_main = QtWidgets.QHBoxLayout(self)
+        self.layout_main.setContentsMargins(10, 0, 10, 0)
 
-        self.input_position = DimensionsWidget(self.layout, "X:", "Y:", "cm")
-        self.input_position.valueChangedX.connect(lambda x: self.changePos(x, None))
-        self.input_position.valueChangedY.connect(lambda y: self.changePos(None, y))
+        self.input_position = DimensionsWidget(self.layout_main, "X:", "Y:", "cm")
+        self.input_position.valueChangedX.connect(lambda x: self.changePos(x, None))  # ty:ignore[invalid-argument-type]
+        self.input_position.valueChangedY.connect(lambda y: self.changePos(None, y))  # ty:ignore[invalid-argument-type]
 
-        self.input_shape = DimensionsWidget(self.layout, "W:", "H:", "cm")
+        self.input_shape = DimensionsWidget(self.layout_main, "W:", "H:", "cm")
         self.input_shape.valueChanged.connect(self.changeSize)
 
-        self.input_transform = ComboWidget(self.layout, "", ["cm", "in", "px", "none"])
+        self.input_transform = ComboWidget(
+            self.layout_main, "", ["cm", "in", "px", "none"]
+        )
         self.input_transform.editingFinished.connect(self.changeTransform)
 
-        self.input_shape_transform = ComboWidget(self.layout, "", ["scale", "bottom right", "top left"])
+        self.input_shape_transform = ComboWidget(
+            self.layout_main, "", ["scale", "bottom right", "top left"]
+        )
         self.input_shape_transform.editingFinished.connect(self.changeTransform2)
 
-        self.layout.addStretch()
+        self.layout_main.addStretch()
 
     def setFigure(self, figure):
         self.fig = figure
 
     def select_element(self, element):
-        """ select an element """
+        """select an element"""
         if element is None:
             self.setElement(self.fig)
         else:
             self.setElement(element)
 
     def selection_moved(self):
-        self.setElement(self.element)
+        self.setElement(self.element)  # ty:ignore[invalid-argument-type]
 
     def changeTransform(self):
-        """ change the transform and the units of the position and size widgets """
+        """change the transform and the units of the position and size widgets"""
         name = self.input_transform.text()
-        self.transform_index = ["cm", "in", "px", "none"].index(name)#transform_index
+        self.transform_index = ["cm", "in", "px", "none"].index(name)  # transform_index
         if name == "none":
             name = ""
         self.input_shape.setUnit(name)
         self.input_position.setUnit(name)
-        self.setElement(self.element)
+        self.setElement(self.element)  # ty:ignore[invalid-argument-type]
 
-    def changeTransform2(self):#, state: int, name: str):
-        """ when the dimension change type is changed from 'scale' to 'bottom right' or 'bottom left' """
+    def changeTransform2(self):  # , state: int, name: str):
+        """when the dimension change type is changed from 'scale' to 'bottom right' or 'bottom left'"""
         name = self.input_shape_transform.text()
         self.scale_type = ["scale", "bottom right", "top left"].index(name)
-        #self.scale_type = state
+        # self.scale_type = state
 
     def changePos(self, value_x: float, value_y: float):
-        """ change the position of an axes """
+        """change the position of an axes"""
         elements = [self.element]
-        elements += [element.target for element in main_figure(self.element).selection.targets]
+        elements += [
+            element.target for element in main_figure(self.element).selection.targets
+        ]
 
         old_positions = []
         new_positions = []
         for element in elements:
-            old_pos = element.get_position()
+            old_pos = element.get_position()  # ty:ignore[possibly-missing-attribute]
             try:
-                old_positions.append([old_pos.x0, old_pos.y0, old_pos.width, old_pos.height])
+                old_positions.append(
+                    [old_pos.x0, old_pos.y0, old_pos.width, old_pos.height]
+                )
             except AttributeError:
                 old_positions.append(old_pos)
             if getattr(old_pos, "width", None) is not None:
@@ -117,9 +129,13 @@ def redo():
                 elif isinstance(element, Axes):
                     fig.change_tracker.addNewAxesChange(element)
                 elif len(pos) == 4:
-                    fig.change_tracker.addChange(element, ".set_position([%f, %f, %f, %f])" % tuple(pos))
+                    fig.change_tracker.addChange(
+                        element, ".set_position([%f, %f, %f, %f])" % tuple(pos)
+                    )
                 else:
-                    fig.change_tracker.addChange(element, ".set_position([%f, %f])" % tuple(pos))
+                    fig.change_tracker.addChange(
+                        element, ".set_position([%f, %f])" % tuple(pos)
+                    )
 
         def undo():
             for element, pos in zip(elements, old_positions):
@@ -129,9 +145,13 @@ def undo():
                 elif isinstance(element, Axes):
                     fig.change_tracker.addNewAxesChange(element)
                 elif len(pos) == 4:
-                    fig.change_tracker.addChange(element, ".set_position([%f, %f, %f, %f])" % tuple(pos))
+                    fig.change_tracker.addChange(
+                        element, ".set_position([%f, %f, %f, %f])" % tuple(pos)
+                    )
                 else:
-                    fig.change_tracker.addChange(element, ".set_position([%f, %f])" % tuple(pos))
+                    fig.change_tracker.addChange(
+                        element, ".set_position([%f, %f])" % tuple(pos)
+                    )
 
         redo()
         self.fig.change_tracker.addEdit([undo, redo, "Change position"])
@@ -140,27 +160,43 @@ def undo():
         self.fig.canvas.draw()
 
     def changeSize(self, value: list):
-        """ change the size of an axes or figure """
+        """change the size of an axes or figure"""
         if isinstance(self.element, Figure):
-
             if self.scale_type == 0:
                 self.fig.set_size_inches(value)
-                self.fig.change_tracker.addChange(self.element, ".set_size_inches(%f/2.54, %f/2.54, forward=True)" % (
-                value[0] * 2.54, value[1] * 2.54))
+                self.fig.change_tracker.addChange(
+                    self.element,
+                    ".set_size_inches(%f/2.54, %f/2.54, forward=True)"
+                    % (value[0] * 2.54, value[1] * 2.54),
+                )
             else:
                 if self.scale_type == 1:
                     changeFigureSize(value[0], value[1], fig=self.fig)
                 elif self.scale_type == 2:
-                    changeFigureSize(value[0], value[1], cut_from_top=True, cut_from_left=True, fig=self.fig)
-                self.fig.change_tracker.addChange(self.element, ".set_size_inches(%f/2.54, %f/2.54, forward=True)" % (
-                value[0] * 2.54, value[1] * 2.54))
+                    changeFigureSize(
+                        value[0],
+                        value[1],
+                        cut_from_top=True,
+                        cut_from_left=True,
+                        fig=self.fig,
+                    )
+                self.fig.change_tracker.addChange(
+                    self.element,
+                    ".set_size_inches(%f/2.54, %f/2.54, forward=True)"
+                    % (value[0] * 2.54, value[1] * 2.54),
+                )
                 for axes in self.fig.axes:
                     pos = axes.get_position()
-                    self.fig.change_tracker.addChange(axes, ".set_position([%f, %f, %f, %f])" % (
-                    pos.x0, pos.y0, pos.width, pos.height))
+                    self.fig.change_tracker.addChange(
+                        axes,
+                        ".set_position([%f, %f, %f, %f])"
+                        % (pos.x0, pos.y0, pos.width, pos.height),
+                    )
                 for text in self.fig.texts:
                     pos = text.get_position()
-                    self.fig.change_tracker.addChange(text, ".set_position([%f, %f])" % (pos[0], pos[1]))
+                    self.fig.change_tracker.addChange(
+                        text, ".set_position([%f, %f])" % (pos[0], pos[1])
+                    )
 
             self.fig.selection.update_selection_rectangles()
             self.fig.canvas.draw()
@@ -170,13 +206,16 @@ def changeSize(self, value: list):
             self.signals.figure_size_changed.emit()
         else:
             elements = [self.element]
-            elements += [element.target for element in self.element.figure.selection.targets if
-                         element.target != self.element and isinstance(element.target, Axes)]
+            elements += [
+                element.target
+                for element in self.element.figure.selection.targets  # ty:ignore[possibly-missing-attribute]
+                if element.target != self.element and isinstance(element.target, Axes)
+            ]
 
             old_positions = []
             new_positions = []
             for element in elements:
-                pos = element.get_position()
+                pos = element.get_position()  # ty:ignore[possibly-missing-attribute]
                 old_positions.append(pos)
                 pos = [pos.x0, pos.y0, pos.width, pos.height]
                 pos[2] = value[0]
@@ -191,7 +230,9 @@ def redo():
                     if isinstance(element, Axes):
                         fig.change_tracker.addNewAxesChange(element)
                     else:
-                        fig.change_tracker.addChange(element, ".set_position([%f, %f, %f, %f])" % tuple(pos))
+                        fig.change_tracker.addChange(
+                            element, ".set_position([%f, %f, %f, %f])" % tuple(pos)
+                        )
 
             def undo():
                 for element, pos in zip(elements, new_positions):
@@ -199,32 +240,42 @@ def undo():
                     if isinstance(element, Axes):
                         fig.change_tracker.addNewAxesChange(element)
                     else:
-                        fig.change_tracker.addChange(element, ".set_position([%f, %f, %f, %f])" % tuple(pos))
+                        fig.change_tracker.addChange(
+                            element, ".set_position([%f, %f, %f, %f])" % tuple(pos)
+                        )
 
             redo()
             self.fig.change_tracker.addEdit([undo, redo, "Change size"])
             self.fig.signals.figure_selection_property_changed.emit()
             self.fig.canvas.draw()
 
-
     def getTransform(self, element: Artist) -> Optional[mpl.transforms.Transform]:
-        """ get the transform of an Artist """
+        """get the transform of an Artist"""
         if isinstance(element, Figure):
             if self.transform_index == 0:
                 return transforms.Affine2D().scale(2.54, 2.54)
             return None
         if isinstance(element, Axes):
             if self.transform_index == 0:
-                return transforms.Affine2D().scale(2.54,
-                                                   2.54) + element.figure.dpi_scale_trans.inverted() + element.figure.transFigure
+                return (
+                    transforms.Affine2D().scale(2.54, 2.54)
+                    + element.figure.dpi_scale_trans.inverted()
+                    + element.figure.transFigure
+                )
             if self.transform_index == 1:
-                return element.figure.dpi_scale_trans.inverted() + element.figure.transFigure
+                return (
+                    element.figure.dpi_scale_trans.inverted()
+                    + element.figure.transFigure
+                )
             if self.transform_index == 2:
                 return element.figure.transFigure
             return None
         if self.transform_index == 0:
-            return transforms.Affine2D().scale(2.54,
-                                               2.54) + element.figure.dpi_scale_trans.inverted() + element.get_transform()
+            return (
+                transforms.Affine2D().scale(2.54, 2.54)
+                + element.figure.dpi_scale_trans.inverted()
+                + element.get_transform()
+            )
         if self.transform_index == 1:
             return element.figure.dpi_scale_trans.inverted() + element.get_transform()
         if self.transform_index == 2:
@@ -232,8 +283,8 @@ def getTransform(self, element: Artist) -> Optional[mpl.transforms.Transform]:
         return None
 
     def setElement(self, element: Artist):
-        """ set the target Artist of this widget """
-        #self.label.setText(str(element))
+        """set the target Artist of this widget"""
+        # self.label.setText(str(element))
         self.element = element
 
         self.input_shape_transform.setDisabled(True)
@@ -257,13 +308,13 @@ def setElement(self, element: Artist):
             self.input_shape.setDisabled(True)
 
         try:
-            pos = element.get_position()
+            pos = element.get_position()  # ty:ignore[unresolved-attribute]
             self.input_position.setTransform(self.getTransform(element))
             try:
                 self.input_position.setValue(pos)
-            except Exception as err:
+            except (ValueError, TypeError):
                 self.input_position.setValue((pos.x0, pos.y0))
             self.input_transform.setEnabled(True)
             self.input_position.setEnabled(True)
-        except:
-            self.input_position.setDisabled(True)
\ No newline at end of file
+        except (AttributeError, RuntimeError):
+            self.input_position.setDisabled(True)
diff --git a/pylustrator/components/tree_view.py b/pylustrator/components/tree_view.py
index 454e876..cbd59ad 100644
--- a/pylustrator/components/tree_view.py
+++ b/pylustrator/components/tree_view.py
@@ -1,41 +1,60 @@
-from typing import Optional
+from typing import TYPE_CHECKING, Optional
 
 import qtawesome as qta
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
 
-import matplotlib as mpl
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
+else:
+    from qtpy import QtCore, QtGui, QtWidgets
+
 from matplotlib.artist import Artist
+from matplotlib.spines import Spine
+from matplotlib.axis import XAxis, YAxis
+from matplotlib.text import Text
 
 
 class myTreeWidgetItem(QtGui.QStandardItem):
-    def __init__(self, parent: QtWidgets.QWidget = None):
-        """ a tree view item to display the contents of the figure """
-        QtGui.QStandardItem.__init__(self, parent)
+    entry: Artist | None = None
+    expanded: bool = False
+
+    def __init__(self, text: str):
+        """a tree view item to display the contents of the figure"""
+        QtGui.QStandardItem.__init__(self, text)
 
-    def __lt__(self, otherItem: QtGui.QStandardItem):
-        """ how to sort the items """
-        if self.sort is None:
-            return 0
-        return self.sort < otherItem.sort
+    def parent(self) -> Optional["myTreeWidgetItem"]:
+        parent = super().parent()
+        if parent is None:
+            return parent
+        if isinstance(parent, myTreeWidgetItem):
+            return parent
+        raise TypeError("myTreeWidgetItem has invalid parent")
 
 
 class MyTreeView(QtWidgets.QTreeView):
-    #item_selected = lambda x, y: 0
-    item_clicked = lambda x, y: 0
-    item_activated = lambda x, y: 0
-    item_hoverEnter = lambda x, y: 0
-    item_hoverLeave = lambda x, y: 0
+    # item_selected = lambda x, y: 0
+    def item_clicked(x, y):
+        return 0
+
+    def item_activated(x, y):
+        return 0
+
+    def item_hoverEnter(x, y):
+        return 0
+
+    def item_hoverLeave(x, y):
+        return 0
 
     last_selection = None
     last_hover = None
+    model: QtGui.QStandardItemModel
 
     def item_selected(self, x):
         if not self.fig.no_figure_dragger_selection_update:
             if getattr(self.fig, "figure_dragger", None) is not None:
                 self.fig.figure_dragger.select_element(x)
 
-    def __init__(self, signals: "Signals", layout: QtWidgets.QLayout):
-        """ A tree view to display the contents of a figure
+    def __init__(self, signals, layout: QtWidgets.QLayout):
+        """A tree view to display the contents of a figure
 
         Args:
             parent: the parent widget
@@ -43,11 +62,13 @@ def __init__(self, signals: "Signals", layout: QtWidgets.QLayout):
             fig: the target figure
         """
         super().__init__()
-        #self.setMaximumWidth(300)
+        # self.setMaximumWidth(300)
 
         signals.figure_changed.connect(self.setFigure)
         signals.figure_element_selected.connect(self.select_element)
-        signals.figure_element_child_created.connect(lambda x: self.updateEntry(x, update_children=True))
+        signals.figure_element_child_created.connect(
+            lambda x: self.updateEntry(x, update_children=True)
+        )
 
         layout.addWidget(self)
 
@@ -66,19 +87,26 @@ def __init__(self, signals: "Signals", layout: QtWidgets.QLayout):
         self.expanded.connect(self.TreeExpand)
         self.clicked.connect(self.treeClicked)
         self.activated.connect(self.treeActivated)
-        self.selectionModel().selectionChanged.connect(self.selectionChanged)
+
+        selectionModel = self.selectionModel()
+        if selectionModel is None:
+            raise ValueError("")
+        selectionModel.selectionChanged.connect(self.selectionChanged)
 
         # add context menu
-        self.setContextMenuPolicy(QtCore.Qt.CustomContextMenu)
+        self.setContextMenuPolicy(QtCore.Qt.ContextMenuPolicy.CustomContextMenu)
 
         # add hover highlight
-        self.viewport().setMouseTracking(True)
-        self.viewport().installEventFilter(self)
+        viewport = self.viewport()
+        if viewport is None:
+            raise ValueError("")
+        viewport.setMouseTracking(True)
+        viewport.installEventFilter(self)
 
         self.item_lookup = {}
 
     def select_element(self, element: Artist):
-        """ select an element """
+        """select an element"""
         if element is None:
             self.setCurrentIndex(self.fig)
         else:
@@ -94,18 +122,24 @@ def setFigure(self, fig):
         self.expand(self.fig)
         self.setCurrentIndex(self.fig)
 
-    def selectionChanged(self, selection: QtCore.QItemSelection, y: QtCore.QItemSelection):
-        """ when the selection in the tree view changes """
-        try:
-            entry = selection.indexes()[0].model().itemFromIndex(selection.indexes()[0]).entry
-        except IndexError:
-            entry = None
+    def selectionChanged(
+        self, selection: QtCore.QItemSelection, y: QtCore.QItemSelection
+    ):
+        """when the selection in the tree view changes"""
+        model = None
+        if len(selection.indexes()):
+            model = selection.indexes()[0].model()
+        entry = None
+        if model is not None and isinstance(model, QtGui.QStandardItemModel):
+            selected_entry = model.itemFromIndex(selection.indexes()[0])
+            if isinstance(selected_entry, myTreeWidgetItem):
+                entry = selected_entry.entry
         if self.last_selection != entry:
             self.last_selection = entry
             self.item_selected(entry)
 
     def setCurrentIndex(self, entry: Artist):
-        """ set the currently selected entry """
+        """set the currently selected entry"""
         while entry:
             item = self.getItemFromEntry(entry)
             if item is not None:
@@ -114,35 +148,60 @@ def setCurrentIndex(self, entry: Artist):
                 except RuntimeError:  # maybe find out why we run into this error when the figure is changed
                     pass
                 return
-            try:
-                entry = entry.tree_parent
-            except AttributeError:
+
+            tree_parent = getattr(entry, "tree_parent", None)
+            if isinstance(tree_parent, Artist):
+                entry = tree_parent
+            else:
                 return
 
     def treeClicked(self, index: QtCore.QModelIndex):
-        """ upon selecting one of the tree elements """
-        data = index.model().itemFromIndex(index).entry
-        return self.item_clicked(data)
+        """upon selecting one of the tree elements"""
+        model = index.model()
+        if model is not None and isinstance(model, QtGui.QStandardItemModel):
+            selected_entry = model.itemFromIndex(index)
+            if isinstance(selected_entry, myTreeWidgetItem):
+                data = selected_entry.entry
+                return self.item_clicked(data)
+        return self.item_clicked(None)
 
     def treeActivated(self, index: QtCore.QModelIndex):
-        """ upon selecting one of the tree elements """
-        data = index.model().itemFromIndex(index).entry
-        return self.item_activated(data)
-
-    def eventFilter(self, object: QtWidgets.QWidget, event: QtCore.QEvent):
-        """ event filter for tree view port to handle mouse over events and marker highlighting"""
-        if event.type() == QtCore.QEvent.HoverMove:
-            index = self.indexAt(event.pos())
+        """upon selecting one of the tree elements"""
+        model = index.model()
+        if model is not None and isinstance(model, QtGui.QStandardItemModel):
+            selected_entry = model.itemFromIndex(index)
+            if isinstance(selected_entry, myTreeWidgetItem):
+                data = selected_entry.entry
+                return self.item_activated(data)
+        return self.item_activated(None)
+
+    def eventFilter(
+        self, a0: Optional[QtCore.QObject], a1: Optional[QtCore.QEvent]
+    ) -> bool:
+        """event filter for tree view port to handle mouse over events and marker highlighting"""
+        if a1 is None:
+            return False
+        if a1.type() == QtCore.QEvent.Type.HoverMove and isinstance(
+            a1, QtGui.QHoverEvent
+        ):
+            # HoverMove events have pos() method
+            pos = a1.pos()
+            index = self.indexAt(pos)
             try:
-                item = index.model().itemFromIndex(index)
-                entry = item.entry
-            except:
-                item = None
+                model = index.model()
+                if isinstance(model, QtGui.QStandardItemModel):
+                    item = model.itemFromIndex(index)
+                    if isinstance(item, myTreeWidgetItem):
+                        entry = item.entry
+                    else:
+                        entry = None
+                else:
+                    entry = None
+            except AttributeError:
                 entry = None
 
             # check for new item
             if entry != self.last_hover:
-
                 # deactivate last hover item
                 if self.last_hover is not None:
                     self.item_hoverLeave(self.last_hover)
@@ -157,38 +216,36 @@ def eventFilter(self, object: QtWidgets.QWidget, event: QtCore.QEvent):
         return False
 
     def queryToExpandEntry(self, entry: Artist) -> list:
-        """ when expanding a tree item """
+        """when expanding a tree item"""
         if entry is None:
             return [self.fig]
         return entry.get_children()
 
-    def getParentEntry(self, entry: Artist) -> Artist:
-        """ get the parent of an item """
+    def getParentEntry(self, entry: Artist) -> Artist | None:
+        """get the parent of an item"""
         return getattr(entry, "tree_parent", None)
 
-    def getNameOfEntry(self, entry: Artist) -> str:
-        """ convert an entry to a string """
+    def getNameOfEntry(self, entry: Artist | None) -> str:
+        """convert an entry to a string"""
         try:
             return str(entry)
         except AttributeError:
             return "unknown"
 
     def getIconOfEntry(self, entry: Artist) -> QtGui.QIcon:
-        """ get the icon of an entry """
-        if getattr(entry, "_draggable", None):
-            if entry._draggable.connected:
+        """get the icon of an entry"""
+        draggable = getattr(entry, "_draggable", None)
+        if draggable:
+            if draggable.connected:
                 return qta.icon("fa5.hand-paper-o")
         return QtGui.QIcon()
 
-    def getEntrySortRole(self, entry: Artist):
-        return None
-
     def getKey(self, entry: Artist) -> Artist:
-        """ get the key of an entry, which is the entry itself """
+        """get the key of an entry, which is the entry itself"""
         return entry
 
-    def getItemFromEntry(self, entry: Artist) -> Optional[QtWidgets.QTreeWidgetItem]:
-        """ get the tree view item for the given artist """
+    def getItemFromEntry(self, entry: Artist | None) -> Optional[myTreeWidgetItem]:
+        """get the tree view item for the given artist"""
         if entry is None:
             return None
         key = self.getKey(entry)
@@ -197,13 +254,15 @@ def getItemFromEntry(self, entry: Artist) -> Optional[QtWidgets.QTreeWidgetItem]
         except KeyError:
             return None
 
-    def setItemForEntry(self, entry: Artist, item: QtWidgets.QTreeWidgetItem):
-        """ store a new artist and tree view widget pair """
+    def setItemForEntry(self, entry: Artist, item: myTreeWidgetItem):
+        """store a new artist and tree view widget pair"""
         key = self.getKey(entry)
         self.item_lookup[key] = item
 
-    def expand(self, entry: Artist, force_reload: bool = True):
-        """ expand the children of a tree view item """
+    def expand(self, entry: Artist | None, force_reload: bool = True):
+        """expand the children of a tree view item"""
+        if entry is None:
+            return
         query = self.queryToExpandEntry(entry)
         parent_item = self.getItemFromEntry(entry)
         parent_entry = entry
@@ -225,17 +284,19 @@ def expand(self, entry: Artist, force_reload: bool = True):
         for row, entry in enumerate(query):
             entry.tree_parent = parent_entry
             if 1:
-                if (isinstance(entry, mpl.spines.Spine) or
-                        isinstance(entry, mpl.axis.XAxis) or
-                        isinstance(entry, mpl.axis.YAxis)):
+                if (
+                    isinstance(entry, Spine)
+                    or isinstance(entry, XAxis)
+                    or isinstance(entry, YAxis)
+                ):
                     continue
-                if isinstance(entry, mpl.text.Text) and entry.get_text() == "":
+                if isinstance(entry, Text) and entry.get_text() == "":
                     continue
-                try:
-                    if entry == parent_entry.patch:
-                        continue
-                except AttributeError:
-                    pass
+
+                patch = getattr(parent_entry, "patch", None)
+                if patch and entry == patch:
+                    continue
+
                 try:
                     label = entry.get_label()
                     if label == "_tmp_snap" or label == "grabber":
@@ -244,11 +305,8 @@ def expand(self, entry: Artist, force_reload: bool = True):
                     pass
             self.addChild(parent_item, entry)
 
-    def addChild(self, parent_item: QtWidgets.QWidget, entry: Artist, row=None):
-        """ add a child to a tree view node """
-        if parent_item is None:
-            parent_item = self.model
-
+    def addChild(self, parent_item: myTreeWidgetItem | None, entry: Artist, row=None):
+        """add a child to a tree view node"""
         # add item
         item = myTreeWidgetItem(self.getNameOfEntry(entry))
         item.expanded = False
@@ -256,7 +314,6 @@ def addChild(self, parent_item: QtWidgets.QWidget, entry: Artist, row=None):
 
         item.setIcon(self.getIconOfEntry(entry))
         item.setEditable(False)
-        item.sort = self.getEntrySortRole(entry)
 
         if parent_item is None:
             if row is None:
@@ -271,8 +328,10 @@ def addChild(self, parent_item: QtWidgets.QWidget, entry: Artist, row=None):
         self.setItemForEntry(entry, item)
 
         # add dummy child
-        if self.queryToExpandEntry(entry) is not None and len(self.queryToExpandEntry(entry)):
-            child = QtGui.QStandardItem("loading")
+        if self.queryToExpandEntry(entry) is not None and len(
+            self.queryToExpandEntry(entry)
+        ):
+            child = myTreeWidgetItem("loading")
             child.entry = None
             child.setEditable(False)
             child.setIcon(qta.icon("fa5s.hourglass-half"))
@@ -281,7 +340,7 @@ def addChild(self, parent_item: QtWidgets.QWidget, entry: Artist, row=None):
         return item
 
     def TreeExpand(self, index):
-        """ expand a tree view node """
+        """expand a tree view node"""
         # Get item and entry
         item = index.model().itemFromIndex(index)
         entry = item.entry
@@ -297,8 +356,14 @@ def TreeExpand(self, index):
             thread.setDaemon(True)
             thread.start()
 
-    def updateEntry(self, entry: Artist, update_children: bool = False, insert_before: Artist = None, insert_after: Artist = None):
-        """ update a tree view node """
+    def updateEntry(
+        self,
+        entry: Artist,
+        update_children: bool = False,
+        insert_before: Artist | None = None,
+        insert_after: Artist | None = None,
+    ):
+        """update a tree view node"""
         # get the tree view item for the database entry
         item = self.getItemFromEntry(entry)
         # if we haven't one yet, we have to create it
@@ -319,9 +384,13 @@ def updateEntry(self, entry: Artist, update_children: bool = False, insert_befor
             # define the row where the new item should be
             row = None
             if insert_before:
-                row = self.getItemFromEntry(insert_before).row()
+                before_entry = self.getItemFromEntry(insert_before)
+                if before_entry:
+                    row = before_entry.row()
             if insert_after:
-                row = self.getItemFromEntry(insert_after).row() + 1
+                after_entry = self.getItemFromEntry(insert_after)
+                if after_entry:
+                    row = after_entry.row() + 1
 
             # add the item as a child of its parent
             self.addChild(parent_item, entry, row)
@@ -336,17 +405,22 @@ def updateEntry(self, entry: Artist, update_children: bool = False, insert_befor
             parent_item = self.getItemFromEntry(parent_entry)
             if parent_item != item.parent():
                 # remove the item from the old position
-                if item.parent() is None:
+                item_parent = item.parent()
+                if item_parent is None:
                     self.model.takeRow(item.row())
                 else:
-                    item.parent().takeRow(item.row())
+                    item_parent.takeRow(item.row())
 
                 # determine a potential new position
                 row = None
                 if insert_before:
-                    row = self.getItemFromEntry(insert_before).row()
+                    before_entry = self.getItemFromEntry(insert_before)
+                    if before_entry:
+                        row = before_entry.row()
                 if insert_after:
-                    row = self.getItemFromEntry(insert_after).row() + 1
+                    after_entry = self.getItemFromEntry(insert_after)
+                    if after_entry:
+                        row = after_entry.row() + 1
 
                 # move the item to the new position
                 if parent_item is None:
@@ -367,15 +441,15 @@ def updateEntry(self, entry: Artist, update_children: bool = False, insert_befor
                 self.expand(entry, force_reload=True)
 
     def deleteEntry(self, entry: Artist):
-        """ delete an entry from the tree """
+        """delete an entry from the tree"""
         # get the tree view item for the database entry
         item = self.getItemFromEntry(entry)
-        if item is None:
+        if item is None or not isinstance(item, myTreeWidgetItem):
             return
 
         parent_item = item.parent()
-        if parent_item:
-            parent_entry = parent_item.entry
+        # if parent_item:
+        #    parent_entry = parent_item.entry
 
         key = self.getKey(entry)
         del self.item_lookup[key]
@@ -384,10 +458,11 @@ def deleteEntry(self, entry: Artist):
         if parent_item is None:
             self.model.removeRow(item.row())
         else:
-            item.parent().removeRow(item.row(), item.parent())
-
-        # update the label of parent item
-        if parent_item:
-            name = self.getNameOfEntry(parent_entry)
-            if name is not None:
-                parent_item.setLabel(name)
\ No newline at end of file
+            parent_item.removeRow(item.row())
+            # parent_item.removeRow(item.row(), parent_entry) # this is not working
+
+        # update the label of parent item ## parent item does not have an attribute setLabel
+        # if parent_item:
+        #    name = self.getNameOfEntry(parent_entry)
+        #    if name is not None:
+        #        parent_item.setLabel(name)
diff --git a/pylustrator/drag_helper.py b/pylustrator/drag_helper.py
index eb9739a..05e7ab9 100644
--- a/pylustrator/drag_helper.py
+++ b/pylustrator/drag_helper.py
@@ -20,15 +20,19 @@
 # along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
 
 import numpy as np
-import matplotlib.pyplot as plt
 from matplotlib.artist import Artist
 from matplotlib.figure import Figure, SubFigure
 from matplotlib.axes import Axes
 from matplotlib.text import Text
-from matplotlib.patches import Rectangle, Ellipse
-from matplotlib.backend_bases import MouseEvent, KeyEvent
-from typing import Sequence
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
+from matplotlib.patches import Rectangle
+from matplotlib.backend_bases import MouseEvent, KeyEvent, Event
+from typing import TYPE_CHECKING, Sequence, Callable, Tuple, List, Any, cast, Type
+
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
+    from .components.plot_layout import GraphicsRectItemWithView
+else:
+    from qtpy import QtCore, QtGui, QtWidgets
 
 from .snap import TargetWrapper, getSnaps, checkSnaps, checkSnapsActive, SnapBase
 from .change_tracker import ChangeTracker
@@ -44,44 +48,51 @@
 
 
 class GrabFunctions(object):
-    """ basic functionality used by all grabbers """
-    figure = None
+    """basic functionality used by all grabbers"""
+
+    figure: Figure
     target = None
-    dir = None
-    snaps = None
+    dir: int
+    snaps: list[SnapBase]
+    targets: list[TargetWrapper]
 
     got_artist = False
 
     def __init__(self, parent, dir: int, no_height=False):
-        self.figure = parent.figure
+        figure: Figure = parent.figure
+        if not isinstance(figure, Figure):
+            raise TypeError()
+        self.figure = figure
         self.parent = parent
         self.dir = dir
         self.snaps = []
         self.no_height = no_height
 
-    def on_motion(self, evt: MouseEvent):
-        """ callback when the object is moved """
+    def on_motion(self, evt: Event):
+        """callback when the object is moved"""
+        if not isinstance(evt, MouseEvent):
+            raise TypeError()
         if self.got_artist:
             self.movedEvent(evt)
             self.moved = True
 
     def button_press_event(self, evt: MouseEvent):
-        """ when the mouse is pressed """
+        """when the mouse is pressed"""
         self.got_artist = True
         self.moved = False
 
-        self._c1 = self.figure.canvas.mpl_connect('motion_notify_event', self.on_motion)
+        self._c1 = self.figure.canvas.mpl_connect("motion_notify_event", self.on_motion)
         self.clickedEvent(evt)
 
     def button_release_event(self, event: MouseEvent):
-        """ when the mouse is released """
+        """when the mouse is released"""
         if self.got_artist:
             self.got_artist = False
             self.figure.canvas.mpl_disconnect(self._c1)
             self.releasedEvent(event)
 
     def clickedEvent(self, event: MouseEvent):
-        """ when the mouse is clicked """
+        """when the mouse is clicked"""
         self.parent.start_move()
         self.mouse_xy = (event.x, event.y)
 
@@ -102,7 +113,7 @@ def clickedEvent(self, event: MouseEvent):
         self.time = time.time()
 
     def releasedEvent(self, event: MouseEvent):
-        """ when the mouse is released """
+        """when the mouse is released"""
         for snap in self.snaps:
             snap.remove()
         self.snaps = []
@@ -116,17 +127,27 @@ def releasedEvent(self, event: MouseEvent):
             pass
 
     def movedEvent(self, event: MouseEvent):
-        """ when the mouse is moved """
+        """when the mouse is moved"""
         if len(self.targets) == 0:
             return
 
         dx = event.x - self.mouse_xy[0]
         dy = event.y - self.mouse_xy[1]
 
-        keep_aspect = ("control" in event.key.split("+") if event.key is not None else False)
-        ignore_snaps = ("shift" in event.key.split("+") if event.key is not None else False)
-
-        self.parent.move([dx, dy], self.dir, self.snaps, keep_aspect_ratio=keep_aspect, ignore_snaps=ignore_snaps)
+        keep_aspect = (
+            "control" in event.key.split("+") if event.key is not None else False
+        )
+        ignore_snaps = (
+            "shift" in event.key.split("+") if event.key is not None else False
+        )
+
+        self.parent.move(
+            [dx, dy],
+            self.dir,
+            self.snaps,
+            keep_aspect_ratio=keep_aspect,
+            ignore_snaps=ignore_snaps,
+        )
 
         if blit is True:
             fig = self.figure
@@ -140,14 +161,17 @@ def movedEvent(self, event: MouseEvent):
         else:
             self.figure.canvas.schedule_draw()
 
+
 class GrabbableRectangleSelection(GrabFunctions):
-    grabbers = None
+    grabbers: list["GrabberGeneric"]
 
-    def addGrabber(self, x: float, y: float, dir: int, GrabberClass: object):
+    def addGrabber(
+        self, x: float, y: float, dir: int, GrabberClass: Type["GrabberGeneric"]
+    ):
         # add a grabber object at the given coordinates
         self.grabbers.append(GrabberClass(self, x, y, dir, self.graphics_scene))
 
-    def __init__(self, figure: Figure, graphics_scene=None):
+    def __init__(self, figure: Figure, graphics_scene: "GraphicsRectItemWithView"):
         self.grabbers = []
         pos = [0, 0, 0, 0]
         self.positions = np.array(pos, dtype=float)
@@ -155,52 +179,83 @@ def __init__(self, figure: Figure, graphics_scene=None):
         self.p2 = self.positions[2:]
         self.figure = figure
         self.graphics_scene = graphics_scene
-        self.graphics_scene_myparent = QtWidgets.QGraphicsRectItem(0, 0, 0, 0, self.graphics_scene)
-        self.graphics_scene_snapparent = QtWidgets.QGraphicsRectItem(0, 0, 0, 0, self.graphics_scene)
+        self.graphics_scene_myparent = QtWidgets.QGraphicsRectItem(
+            0, 0, 0, 0, self.graphics_scene
+        )
+        self.graphics_scene_snapparent = QtWidgets.QGraphicsRectItem(
+            0, 0, 0, 0, self.graphics_scene
+        )
         figure._pyl_graphics_scene_snapparent = self.graphics_scene_snapparent
 
+        GrabFunctions.__init__(
+            self, self, DIR_X0 | DIR_X1 | DIR_Y0 | DIR_Y1, no_height=True
+        )
 
-        GrabFunctions.__init__(self, self, DIR_X0 | DIR_X1 | DIR_Y0 | DIR_Y1, no_height=True)
-
-        self.addGrabber(0,   0, DIR_X0 | DIR_Y0, GrabberGenericRound)
+        self.addGrabber(0, 0, DIR_X0 | DIR_Y0, GrabberGenericRound)
         self.addGrabber(0.5, 0, DIR_Y0, GrabberGenericRectangle)
-        self.addGrabber(1,   1, DIR_X1 | DIR_Y1, GrabberGenericRound)
+        self.addGrabber(1, 1, DIR_X1 | DIR_Y1, GrabberGenericRound)
         self.addGrabber(1, 0.5, DIR_X1, GrabberGenericRectangle)
-        self.addGrabber(0,   1, DIR_X0 | DIR_Y1, GrabberGenericRound)
+        self.addGrabber(0, 1, DIR_X0 | DIR_Y1, GrabberGenericRound)
         self.addGrabber(0.5, 1, DIR_Y1, GrabberGenericRectangle)
-        self.addGrabber(1,   0, DIR_X1 | DIR_Y0, GrabberGenericRound)
+        self.addGrabber(1, 0, DIR_X1 | DIR_Y0, GrabberGenericRound)
         self.addGrabber(0, 0.5, DIR_X0, GrabberGenericRectangle)
 
-        self.c4 = self.figure.canvas.mpl_connect('key_press_event', self.keyPressEvent)
+        self.c4 = self.figure.canvas.mpl_connect("key_press_event", self.keyPressEvent)
 
-        self.targets = []
-        self.targets_rects = []
+        self.targets: list[TargetWrapper] = []
+        self.targets_rects: list[QtWidgets.QGraphicsRectItem] = []
 
         self.hide_grabber()
 
     def add_target(self, target: Artist):
-        """ add an artist to the selection """
-        target = TargetWrapper(target)
+        """add an artist to the selection"""
+        target_wrapped = TargetWrapper(target)
 
-        new_points = np.array(target.get_positions())
+        new_points = np.array(target_wrapped.get_positions())
         if len(new_points) == 0:
             return
 
-        self.targets.append(target)
+        self.targets.append(target_wrapped)
 
         if new_points.shape[0] == 3:
-            x0, y0, x1, y1 = np.min(new_points[1:, 0]), np.min(new_points[1:, 1]), np.max(
-                new_points[1:, 0]), np.max(
-                new_points[1:, 1])
+            x0, y0, x1, y1 = (
+                np.min(new_points[1:, 0]),
+                np.min(new_points[1:, 1]),
+                np.max(new_points[1:, 0]),
+                np.max(new_points[1:, 1]),
+            )
         else:
-            x0, y0, x1, y1 = np.min(new_points[:, 0]), np.min(new_points[:, 1]), np.max(new_points[:, 0]), np.max(
-                new_points[:, 1])
+            x0, y0, x1, y1 = (
+                np.min(new_points[:, 0]),
+                np.min(new_points[:, 1]),
+                np.max(new_points[:, 0]),
+                np.max(new_points[:, 1]),
+            )
         if 0:
-
-            rect1 = Rectangle((x0, y0), x1 - x0, y1 - y0, picker=False, figure=self.figure, linestyle="-", edgecolor="w",
-                              facecolor="#FFFFFF00", zorder=900, label="_rect for %s" % str(target))
-            rect2 = Rectangle((x0, y0), x1 - x0, y1 - y0, picker=False, figure=self.figure, linestyle="--", edgecolor="k",
-                              facecolor="#FFFFFF00", zorder=900, label="_rect2 for %s" % str(target))
+            rect1 = Rectangle(
+                (x0, y0),
+                x1 - x0,
+                y1 - y0,
+                picker=False,
+                figure=self.figure,
+                linestyle="-",
+                edgecolor="w",
+                facecolor="#FFFFFF00",
+                zorder=900,
+                label="_rect for %s" % str(target),
+            )
+            rect2 = Rectangle(
+                (x0, y0),
+                x1 - x0,
+                y1 - y0,
+                picker=False,
+                figure=self.figure,
+                linestyle="--",
+                edgecolor="k",
+                facecolor="#FFFFFF00",
+                zorder=900,
+                label="_rect2 for %s" % str(target),
+            )
             self.figure.patches.append(rect1)
             self.figure.patches.append(rect2)
             self.targets_rects.append(rect1)
@@ -208,14 +263,18 @@ def add_target(self, target: Artist):
         else:
             pen1 = QtGui.QPen(QtGui.QColor("white"), 2)
             pen2 = QtGui.QPen(QtGui.QColor("black"), 2)
-            pen2.setStyle(QtCore.Qt.DashLine)
-            pen3 = QtGui.QPen(QtGui.QColor("black"), 2)
-            brush1 = QtGui.QBrush(QtGui.QColor("red"))
+            pen2.setStyle(QtCore.Qt.PenStyle.DashLine)
+            # pen3 = QtGui.QPen(QtGui.QColor("black"), 2)
+            # brush1 = QtGui.QBrush(QtGui.QColor("red"))
 
             w0, h0 = x1 - x0, y1 - y0
-            rect1 = QtWidgets.QGraphicsRectItem(x0, y0, w0, h0, self.graphics_scene_myparent)
+            rect1 = QtWidgets.QGraphicsRectItem(
+                x0, y0, w0, h0, self.graphics_scene_myparent
+            )
             rect1.setPen(pen1)
-            rect2 = QtWidgets.QGraphicsRectItem(x0, y0, w0, h0, self.graphics_scene_myparent)
+            rect2 = QtWidgets.QGraphicsRectItem(
+                x0, y0, w0, h0, self.graphics_scene_myparent
+            )
             rect2.setPen(pen2)
 
             self.targets_rects.append(rect1)
@@ -224,7 +283,7 @@ def add_target(self, target: Artist):
         self.update_extent()
 
     def update_extent(self):
-        """ updates the extend of the selection to all the selected elements """
+        """updates the extend of the selection to all the selected elements"""
         points = None
         for target in self.targets:
             new_points = np.array(target.get_positions())
@@ -245,10 +304,16 @@ def update_extent(self):
         self.positions[2] = np.max(points[:, 0])
         self.positions[3] = np.max(points[:, 1])
 
-        if self.positions[2]-self.positions[0] < 0.01:
-            self.positions[0], self.positions[2] = self.positions[0] - 0.01, self.positions[0] + 0.01
-        if self.positions[3]-self.positions[1] < 0.01:
-            self.positions[1], self.positions[3] = self.positions[1] - 0.01, self.positions[1] + 0.01
+        if self.positions[2] - self.positions[0] < 0.01:
+            self.positions[0], self.positions[2] = (
+                self.positions[0] - 0.01,
+                self.positions[0] + 0.01,
+            )
+        if self.positions[3] - self.positions[1] < 0.01:
+            self.positions[1], self.positions[3] = (
+                self.positions[1] - 0.01,
+                self.positions[1] + 0.01,
+            )
 
         if self.do_target_scale():
             self.update_grabber()
@@ -256,17 +321,32 @@ def update_extent(self):
             self.hide_grabber()
 
     def align_points(self, mode: str):
-        """ a function to apply the alignment options, e.g. align all selected elements at the top or with equal spacing. """
+        """a function to apply the alignment options, e.g. align all selected elements at the top or with equal spacing."""
         if len(self.targets) == 0:
             return
 
         if mode == "group":
             from pylustrator.helper_functions import axes_to_grid
-            #return axes_to_grid([target.target for target in self.targets], track_changes=True)
-            with UndoRedo([target.target for target in self.targets if isinstance(target.target, Axes)], "Grid Align"):
-                axes_to_grid([target.target for target in self.targets if isinstance(target.target, Axes)], track_changes=False)
 
-        def align(y: int, func: callable):
+            # return axes_to_grid([target.target for target in self.targets], track_changes=True)
+            with UndoRedo(
+                [
+                    target.target
+                    for target in self.targets
+                    if isinstance(target.target, Axes)
+                ],
+                "Grid Align",
+            ):
+                axes_to_grid(
+                    [
+                        target.target
+                        for target in self.targets
+                        if isinstance(target.target, Axes)
+                    ],
+                    track_changes=False,
+                )
+
+        def align(y: int, func: Callable):
             self.start_move()
             centers = []
             for target in self.targets:
@@ -294,7 +374,7 @@ def distribute(y: int):
                 positions.append(np.min(new_points[:, y]))
             order = np.argsort(positions)
             spaces = np.diff(self.positions[y::2])[0] - np.sum(sizes)
-            spaces /= max([(len(self.targets)-1), 1])
+            spaces /= max([(len(self.targets) - 1), 1])
             pos = np.min(self.positions[y::2])
             for index in order:
                 target = self.targets[index]
@@ -335,53 +415,65 @@ def distribute(y: int):
         self.figure.signals.figure_selection_moved.emit()
 
     def update_selection_rectangles(self, use_previous_offset=False):
-        """ update the selection visualisation """
+        """update the selection visualisation"""
         if len(self.targets) == 0:
             return
         if 0:
             for index, target in enumerate(self.targets):
                 new_points = np.array(target.get_positions())
                 for i in range(2):
-                    rect = self.targets_rects[index*2+i]
+                    rect = self.targets_rects[index * 2 + i]
                     rect.set_xy(new_points[0])
                     rect.set_width(new_points[1][0] - new_points[0][0])
                     rect.set_height(new_points[1][1] - new_points[0][1])
         else:
             for index, target in enumerate(self.targets):
-                new_points = np.array(target.get_positions(use_previous_offset, update_offset=True))
+                new_points = np.array(
+                    target.get_positions(use_previous_offset, update_offset=True)
+                )
                 if new_points.shape[0] == 3:
-                    x0, y0, x1, y1 = np.min(new_points[1:, 0]), np.min(new_points[1:, 1]), np.max(
-                        new_points[1:, 0]), np.max(
-                        new_points[1:, 1])
+                    x0, y0, x1, y1 = (
+                        np.min(new_points[1:, 0]),
+                        np.min(new_points[1:, 1]),
+                        np.max(new_points[1:, 0]),
+                        np.max(new_points[1:, 1]),
+                    )
                 else:
-                    x0, y0, x1, y1 = np.min(new_points[:, 0]), np.min(new_points[:, 1]), np.max(
-                        new_points[:, 0]), np.max(
-                        new_points[:, 1])
+                    x0, y0, x1, y1 = (
+                        np.min(new_points[:, 0]),
+                        np.min(new_points[:, 1]),
+                        np.max(new_points[:, 0]),
+                        np.max(new_points[:, 1]),
+                    )
                 w0, h0 = x1 - x0, y1 - y0
                 for i in range(2):
                     rect = self.targets_rects[index * 2 + i]
                     rect.setRect(x0, y0, w0, h0)
 
     def remove_target(self, target: Artist):
-        """ remove an artist from the current selection """
+        """remove an artist from the current selection"""
         targets_non_wrapped = [t.target for t in self.targets]
         if target not in targets_non_wrapped:
             return
         index = targets_non_wrapped.index(target)
         self.targets.pop(index)
-        rect1 = self.targets_rects.pop(index*2)
-        rect2 = self.targets_rects.pop(index*2)
-        rect1.scene().removeItem(rect1)
-        rect2.scene().removeItem(rect2)
-        #self.figure.patches.remove(rect1)
-        #self.figure.patches.remove(rect2)
+        rect1 = self.targets_rects.pop(index * 2)
+        rect2 = self.targets_rects.pop(index * 2)
+        rect1_scene = rect1.scene()
+        if rect1_scene is not None:
+            rect1_scene.removeItem(rect1)
+        rect2_scene = rect1.scene()
+        if rect2_scene is not None:
+            rect2_scene.removeItem(rect2)
+        # self.figure.patches.remove(rect1)
+        # self.figure.patches.remove(rect2)
         if len(self.targets) == 0:
             self.clear_targets()
         else:
             self.update_extent()
 
     def update_grabber(self):
-        """ update the position of the grabber elements """
+        """update the position of the grabber elements"""
         if self.do_target_scale():
             for grabber in self.grabbers:
                 grabber.updatePos()
@@ -389,66 +481,70 @@ def update_grabber(self):
             self.hide_grabber()
 
     def hide_grabber(self):
-        """ hide the grabber elements """
+        """hide the grabber elements"""
         for grabber in self.grabbers:
             grabber.set_xy((-100, -100))
 
     def clear_targets(self):
-        """ remove all elements from the selection """
+        """remove all elements from the selection"""
         for rect in self.targets_rects:
-            self.graphics_scene.scene().removeItem(rect)
-            #self.figure.patches.remove(rect)
+            scene = self.graphics_scene.scene()
+            if scene is not None:
+                scene.removeItem(rect)
+            # self.figure.patches.remove(rect)
         self.targets_rects = []
         self.targets = []
 
         self.hide_grabber()
 
     def do_target_scale(self) -> bool:
-        """ if any of the elements in the selection allows scaling """
-        return np.any([target.do_scale for target in self.targets])
+        """if any of the elements in the selection allows scaling"""
+        return any([target.do_scale for target in self.targets])
 
     def do_change_aspect_ratio(self) -> bool:
-        """ if any of the element sin the selection wants to perserve its aspect ratio """
-        return np.any([target.fixed_aspect for target in self.targets])
+        """if any of the element sin the selection wants to perserve its aspect ratio"""
+        return any([target.fixed_aspect for target in self.targets])
 
     def width(self) -> float:
-        """ the width of the current selection """
-        return (self.p2-self.p1)[0]
+        """the width of the current selection"""
+        return (self.p2 - self.p1)[0]
 
     def height(self) -> float:
-        """ the height of the current selection """
-        return (self.p2-self.p1)[1]
+        """the height of the current selection"""
+        return (self.p2 - self.p1)[1]
 
-    def size(self) -> (float, float):
-        """ the size of the current selection (width and height)"""
-        return self.p2-self.p1
+    def size(self) -> Tuple[float, float]:
+        """the size of the current selection (width and height)"""
+        return self.p2 - self.p1
 
     def get_trans_matrix(self):
-        """ the transformation matrix for the current displacement and scaling of the selection """
+        """the transformation matrix for the current displacement and scaling of the selection"""
         x, y = self.p1
         w, h = self.size()
         return np.array([[w, 0, x], [0, h, y], [0, 0, 1]], dtype=float)
 
     def get_inv_trans_matrix(self):
-        """ the inverse transformation for the current displacement and scaling of the selection """
+        """the inverse transformation for the current displacement and scaling of the selection"""
         x, y = self.p1
         w, h = self.size()
-        return np.array([[1./w, 0, -x/w], [0, 1./h, -y/h], [0, 0, 1]], dtype=float)
+        return np.array(
+            [[1.0 / w, 0, -x / w], [0, 1.0 / h, -y / h], [0, 0, 1]], dtype=float
+        )
 
     def transform(self, pos: Sequence) -> np.ndarray:
-        """ apply the current transformation to a point """
+        """apply the current transformation to a point"""
         return np.dot(self.get_trans_matrix(), [pos[0], pos[1], 1.0])
 
     def inv_transform(self, pos: Sequence) -> np.ndarray:
-        """ apply the inverse current transformation to a point """
+        """apply the inverse current transformation to a point"""
         return np.dot(self.get_inv_trans_matrix(), [pos[0], pos[1], 1.0])
 
     def get_pos(self, pos: Sequence) -> np.ndarray:
-        """ transform a point """
+        """transform a point"""
         return self.transform(pos)
 
-    def get_save_point(self) -> callable:
-        """ gather the current positions in a restore point for the undo function """
+    def get_save_point(self) -> Callable:
+        """gather the current positions in a restore point for the undo function"""
         targets = [target.target for target in self.targets]
         positions = [target.get_positions() for target in self.targets]
 
@@ -458,10 +554,11 @@ def undo():
                 target = TargetWrapper(target)
                 target.set_positions(pos)
                 self.add_target(target.target)
+
         return undo
 
     def start_move(self):
-        """ start to move a grabber """
+        """start to move a grabber"""
         self.start_p1 = self.p1.copy()
         self.start_p2 = self.p2.copy()
         self.hide_grabber()
@@ -470,47 +567,51 @@ def start_move(self):
         self.store_start = self.get_save_point()
 
     def end_move(self):
-        """ a grabber move stopped """
+        """a grabber move stopped"""
         self.update_grabber()
 
         self.store_end = self.get_save_point()
         if self.has_moved is True:
             self.figure.signals.figure_selection_moved.emit()
-            self.figure.change_tracker.addEdit([self.store_start, self.store_end, "Move"])
+            self.figure.change_tracker.addEdit(
+                [self.store_start, self.store_end, "Move"]
+            )
 
     def addOffset(self, pos: Sequence, dir: int, keep_aspect_ratio: bool = True):
-        """ move the whole selection (e.g. for the use of the arrow keys) """
+        """move the whole selection (e.g. for the use of the arrow keys)"""
         pos = list(pos)
         self.old_inv_transform = self.get_inv_trans_matrix()
 
-        if (keep_aspect_ratio or self.do_change_aspect_ratio()) and not (dir & DIR_X0 and dir & DIR_X1 and dir & DIR_Y0 and dir & DIR_Y1):
+        if (keep_aspect_ratio or self.do_change_aspect_ratio()) and not (
+            dir & DIR_X0 and dir & DIR_X1 and dir & DIR_Y0 and dir & DIR_Y1
+        ):
             if (dir & DIR_X0 and dir & DIR_Y0) or (dir & DIR_X1 and dir & DIR_Y1):
-                dx = pos[1]*self.width()/self.height()
-                dy = pos[0]*self.height()/self.width()
+                dx = pos[1] * self.width() / self.height()
+                dy = pos[0] * self.height() / self.width()
                 if abs(dx) < abs(dy):
                     pos[0] = dx
                 else:
                     pos[1] = dy
             elif (dir & DIR_X0 and dir & DIR_Y1) or (dir & DIR_X1 and dir & DIR_Y0):
-                dx = -pos[1]*self.width()/self.height()
-                dy = -pos[0]*self.height()/self.width()
+                dx = -pos[1] * self.width() / self.height()
+                dy = -pos[0] * self.height() / self.width()
                 if abs(dx) < abs(dy):
                     pos[0] = dx
                 else:
                     pos[1] = dy
             elif dir & DIR_X0 or dir & DIR_X1:
-                dy = pos[0]*self.height()/self.width()
+                dy = pos[0] * self.height() / self.width()
                 if dir & DIR_X0:
-                    self.p1[1] = self.start_p1[1] + dy/2
-                    self.p2[1] = self.start_p2[1] - dy/2
+                    self.p1[1] = self.start_p1[1] + dy / 2
+                    self.p2[1] = self.start_p2[1] - dy / 2
                 else:
                     self.p1[1] = self.start_p1[1] - dy / 2
                     self.p2[1] = self.start_p2[1] + dy / 2
             elif dir & DIR_Y0 or dir & DIR_Y1:
-                dx = pos[1]*self.width()/self.height()
+                dx = pos[1] * self.width() / self.height()
                 if dir & DIR_Y0:
-                    self.p1[0] = self.start_p1[0] + dx/2
-                    self.p2[0] = self.start_p2[0] - dx/2
+                    self.p1[0] = self.start_p1[0] + dx / 2
+                    self.p2[0] = self.start_p2[0] - dx / 2
                 else:
                     self.p1[0] = self.start_p1[0] - dx / 2
                     self.p2[0] = self.start_p2[0] + dx / 2
@@ -529,68 +630,79 @@ def addOffset(self, pos: Sequence, dir: int, keep_aspect_ratio: bool = True):
             self.transform_target(transform, target)
 
         self.update_selection_rectangles(True)
-        #for rect in self.targets_rects:
+        # for rect in self.targets_rects:
         #    self.transform_target(transform, TargetWrapper(rect))
 
-    def move(self, pos: Sequence[float], dir: int, snaps: Sequence[SnapBase], keep_aspect_ratio: bool = False, ignore_snaps: bool = False):
-        """ called from a grabber to move the selection. """
+    def move(
+        self,
+        pos: Sequence[float],
+        dir: int,
+        snaps: List[SnapBase],
+        keep_aspect_ratio: bool = False,
+        ignore_snaps: bool = False,
+    ):
+        """called from a grabber to move the selection."""
         self.addOffset(pos, dir, keep_aspect_ratio)
         self.has_moved = True
 
         if not ignore_snaps:
             offx, offy = checkSnaps(snaps)
-            self.addOffset((pos[0]-offx, pos[1]-offy), dir, keep_aspect_ratio)
+            self.addOffset((pos[0] - offx, pos[1] - offy), dir, keep_aspect_ratio)
 
-            offx, offy = checkSnaps(self.snaps)
+            checkSnaps(self.snaps)
 
         checkSnapsActive(snaps)
 
     def apply_transform(self, transform: np.ndarray, point: Sequence[float]):
-        """ apply the given transformation to a point"""
+        """apply the given transformation to a point"""
         point = np.array(point)
         point = np.hstack((point, np.ones((point.shape[0], 1)))).T
         return np.dot(transform, point)[:2].T
 
     def transform_target(self, transform: np.ndarray, target: TargetWrapper):
-        """ transform the position of an artist. """
+        """transform the position of an artist."""
         points = target.get_positions()
         points = self.apply_transform(transform, points)
         target.set_positions(points)
 
     def keyPressEvent(self, event: KeyEvent):
-        """ when a key is pressed. Arrow keys move the selection, Pageup/down movein z """
-        #if not self.selected:
+        """when a key is pressed. Arrow keys move the selection, Pageup/down movein z"""
+        # if not self.selected:
         #    return
         # move last axis in z order
-        if event.key == 'pagedown':
+        if event.key == "pagedown":
             for target in self.targets:
                 target.target.set_zorder(target.target.get_zorder() - 1)
-                self.figure.change_tracker.addChange(target.target, ".set_zorder(%d)" % target.target.get_zorder())
+                self.figure.change_tracker.addChange(
+                    target.target, ".set_zorder(%d)" % target.target.get_zorder()
+                )
             self.figure.canvas.draw()
-        if event.key == 'pageup':
+        if event.key == "pageup":
             for target in self.targets:
                 target.target.set_zorder(target.target.get_zorder() + 1)
-                self.figure.change_tracker.addChange(target.target, ".set_zorder(%d)" % target.target.get_zorder())
+                self.figure.change_tracker.addChange(
+                    target.target, ".set_zorder(%d)" % target.target.get_zorder()
+                )
             self.figure.canvas.draw()
-        if event.key == 'left':
+        if event.key == "left":
             self.start_move()
             self.addOffset((-1, 0), self.dir)
             self.has_moved = True
             self.end_move()
             self.figure.canvas.schedule_draw()
-        if event.key == 'right':
+        if event.key == "right":
             self.start_move()
             self.addOffset((+1, 0), self.dir)
             self.has_moved = True
             self.end_move()
             self.figure.canvas.schedule_draw()
-        if event.key == 'down':
+        if event.key == "down":
             self.start_move()
             self.addOffset((0, -1), self.dir)
             self.has_moved = True
             self.end_move()
             self.figure.canvas.schedule_draw()
-        if event.key == 'up':
+        if event.key == "up":
             self.start_move()
             self.addOffset((0, +1), self.dir)
             self.has_moved = True
@@ -603,7 +715,8 @@ def keyPressEvent(self, event: KeyEvent):
 
 
 class DragManager:
-    """ a class to manage the selection and the moving of artists in a figure """
+    """a class to manage the selection and the moving of artists in a figure"""
+
     selected_element = None
     grab_element = None
 
@@ -611,53 +724,37 @@ def __init__(self, figure: Figure, no_save):
         self.figure = figure
         self.figure.figure_dragger = self
 
-        self.figure.canvas.mpl_disconnect(self.figure.canvas.manager.key_press_handler_id)
+        manager = getattr(self.figure.canvas, "manager", None)
+        cid = getattr(manager, "key_press_handler_id", None)
+        if isinstance(cid, int):
+            self.figure.canvas.mpl_disconnect(cid)
 
         self.activate()
 
-        # make all the subplots pickable
-        for index, axes in enumerate(self.figure.axes):
-            axes.set_picker(True)
-            leg = axes.get_legend()
-            if leg:
-                self.make_dragable(leg)
-            for text in axes.texts:
-                self.make_dragable(text)
-            for attribute_name in ["title", "_left_title", "_right_title"]:
-                text = getattr(axes, attribute_name, None)
-                if text is not None:
-                    self.make_dragable(text)
-            for patch in axes.patches:
-                self.make_dragable(patch)
-            self.make_dragable(axes.xaxis.get_label())
-            self.make_dragable(axes.yaxis.get_label())
-            self.make_dragable(axes)
-
-        def make_figure_dragable(fig: Figure | SubFigure) -> None:
-            for text in fig.texts:
-                self.make_dragable(text)
-            for patch in fig.patches:
-                self.make_dragable(patch)
-            for leg in fig.legends:
-                self.make_dragable(leg)
-
-        make_figure_dragable(self.figure)
-        for subfig in self.figure.subfigs:
-            make_figure_dragable(subfig)
-
-        self.selection = GrabbableRectangleSelection(figure, figure._pyl_scene)
+        self.make_figure_draggable(self.figure)
+        self.make_axes_draggable(self.figure.axes)
+        graphics_scene = cast(
+            "GraphicsRectItemWithView", getattr(figure, "_pyl_scene", None)
+        )
+        self.selection = GrabbableRectangleSelection(figure, graphics_scene)
         self.figure.selection = self.selection
         self.change_tracker = ChangeTracker(figure, no_save)
         self.figure.change_tracker = self.change_tracker
 
     def activate(self):
-        """ activate the interaction callbacks from the figure """
-        self.c3 = self.figure.canvas.mpl_connect('button_release_event', self.button_release_event0)
-        self.c2 = self.figure.canvas.mpl_connect('button_press_event', self.button_press_event0)
-        self.c4 = self.figure.canvas.mpl_connect('key_press_event', self.key_press_event)
+        """activate the interaction callbacks from the figure"""
+        self.c3 = self.figure.canvas.mpl_connect(
+            "button_release_event", self.button_release_event0
+        )
+        self.c2 = self.figure.canvas.mpl_connect(
+            "button_press_event", self.button_press_event0
+        )
+        self.c4 = self.figure.canvas.mpl_connect(
+            "key_press_event", self.key_press_event
+        )
 
     def deactivate(self):
-        """ deactivate the interaction callbacks from the figure """
+        """deactivate the interaction callbacks from the figure"""
         self.figure.canvas.mpl_disconnect(self.c3)
         self.figure.canvas.mpl_disconnect(self.c2)
         self.figure.canvas.mpl_disconnect(self.c4)
@@ -667,40 +764,93 @@ def deactivate(self):
         self.on_select(None, None)
         self.figure.canvas.draw()
 
-    def make_dragable(self, target: Artist):
-        """ make an artist draggable """
+    def make_draggable(self, target: Artist):
+        """make an artist draggable"""
         target.set_picker(True)
         if isinstance(target, Text):
             target.set_bbox(dict(facecolor="none", edgecolor="none"))
 
-    def get_picked_element(self, event: MouseEvent, element: Artist = None, picked_element: Artist = None, last_selected: Artist = None):
-        """ get the picked element that an event refers to.
+    def make_axes_draggable(self, axes: list[Axes]) -> None:
+        for index, ax in enumerate(axes):
+            ax.set_picker(True)
+            leg = ax.get_legend()
+            if leg:
+                self.make_draggable(leg)
+            for text in ax.texts:
+                self.make_draggable(text)
+            for attribute_name in ["title", "_left_title", "_right_title"]:
+                text = getattr(ax, attribute_name, None)
+                if text is not None:
+                    self.make_draggable(text)
+            for patch in ax.patches:
+                self.make_draggable(patch)
+            self.make_draggable(ax.xaxis.get_label())
+            self.make_draggable(ax.yaxis.get_label())
+            self.make_draggable(ax)
+            self.make_axes_draggable([a for a in ax.child_axes if isinstance(a, Axes)])
+
+    def make_figure_draggable(self, fig: Figure | SubFigure) -> None:
+        for text in fig.texts:
+            self.make_draggable(text)
+        for patch in fig.patches:
+            self.make_draggable(patch)
+        for leg in fig.legends:
+            self.make_draggable(leg)
+        for subfig in fig.subfigs:
+            self.make_figure_draggable(subfig)
+
+    def get_picked_element(
+        self,
+        event: MouseEvent,
+        element: Artist | Figure | None = None,
+        picked_element: Artist | None = None,
+        last_selected: Artist | None = None,
+    ):
+        """get the picked element that an event refers to.
         To implement selection of elements at the back with multiple clicks.
         """
-        # start with the figure
-        if element is None:
+        if not isinstance(element, (Artist, Figure)):
             element = self.figure
+        if not isinstance(element, (Artist, Figure)):
+            raise ValueError("element must be an Artist or Figure")
+
         finished = False
         # iterate over all children
-        for child in sorted(element.get_children(), key=lambda x: x.get_zorder()):
+        for child in sorted(
+            cast(Artist, element).get_children(), key=lambda x: x.get_zorder()
+        ):
             # check if the element is contained in the event and has an active dragger
-            #if child.contains(event)[0] and ((getattr(child, "_draggable", None) and getattr(child, "_draggable",
+            # if child.contains(event)[0] and ((getattr(child, "_draggable", None) and getattr(child, "_draggable",
             #                                                                               None).connected) or isinstance(child, GrabberGeneric) or isinstance(child, GrabbableRectangleSelection)):
-            if child.get_visible() and child.contains(event)[0] and (child.pickable() or isinstance(child, GrabberGeneric)) and not (child.get_label() is not None and child.get_label().startswith("_")):
+            child_label = child.get_label()
+            is_underscored = (
+                child_label is not None
+                and isinstance(child_label, str)
+                and child_label.startswith("_")
+            )
+            if (
+                child.get_visible()
+                and child.contains(event)[0]
+                and (child.pickable() or isinstance(child, GrabberGeneric))
+                and not is_underscored
+            ):
                 # if the element is the last selected, finish the search
                 if child == last_selected:
                     return picked_element, True
                 # use this element as the current best matching element
                 picked_element = child
             # iterate over the children's children
-            picked_element, finished = self.get_picked_element(event, child, picked_element, last_selected=last_selected)
+            picked_element, finished = self.get_picked_element(
+                event, child, picked_element, last_selected=last_selected
+            )
             # if the subcall wants to finish, just break the loop
             if finished:
                 break
         return picked_element, finished
 
-    def button_release_event0(self, event: MouseEvent):
-        """ when the mouse button is released """
+    def button_release_event0(self, event: Event):
+        """when the mouse button is released"""
+        event = cast(MouseEvent, event)
         # release the grabber
         if self.grab_element:
             self.grab_element.button_release_event(event)
@@ -709,14 +859,22 @@ def button_release_event0(self, event: MouseEvent):
         elif len(self.selection.targets):
             self.selection.button_release_event(event)
 
-    def button_press_event0(self, event: MouseEvent):
-        """ when the mouse button is pressed """
+    def button_press_event0(self, event: Event):
+        """when the mouse button is pressed"""
+        event = cast(MouseEvent, event)
         if event.button == 1:
             last = self.selection.targets[-1] if len(self.selection.targets) else None
-            contained = np.any([t.target.contains(event)[0] for t in self.selection.targets])
+            contained = np.any(
+                [t.target.contains(event)[0] for t in self.selection.targets]
+            )
 
             # recursively iterate over all elements
-            picked_element, _ = self.get_picked_element(event, last_selected=last if event.dblclick else None)
+            picked_element, _ = self.get_picked_element(
+                event,
+                last_selected=(
+                    last.target if (event.dblclick and last is not None) else None
+                ),
+            )
 
             # if the element is a grabber, store it
             if isinstance(picked_element, GrabberGeneric):
@@ -733,8 +891,8 @@ def button_press_event0(self, event: MouseEvent):
             elif contained:
                 self.selection.button_press_event(event)
 
-    def select_element(self, element: Artist, event: MouseEvent = None):
-        """ select an artist in a figure """
+    def select_element(self, element: Artist, event: MouseEvent | None = None):
+        """select an artist in a figure"""
         # do nothing if it is already selected
         if element == self.selected_element:
             return
@@ -746,15 +904,19 @@ def select_element(self, element: Artist, event: MouseEvent = None):
         self.on_select(element, event)
         self.selected_element = element
 
-    def on_deselect(self, event: MouseEvent):
-        """ deselect currently selected artists"""
-        modifier = "shift" in event.key.split("+") if event is not None and event.key is not None else False
+    def on_deselect(self, event: MouseEvent | None):
+        """deselect currently selected artists"""
+        modifier = (
+            "shift" in event.key.split("+")
+            if event is not None and event.key is not None
+            else False
+        )
         # only if the modifier key is not used
         if not modifier:
             self.selection.clear_targets()
 
-    def on_select(self, element: Artist, event: MouseEvent):
-        """ when an artist is selected """
+    def on_select(self, element: Artist | None, event: MouseEvent | None):
+        """when an artist is selected"""
         if element is not None:
             self.selection.add_target(element)
 
@@ -774,10 +936,11 @@ def redo(self):
         self.on_select(None, None)
         self.figure.canvas.draw()
 
-    def key_press_event(self, event: KeyEvent):
-        """ when a key is pressed """
+    def key_press_event(self, event: Event):
+        """when a key is pressed"""
+        event = cast(KeyEvent, event)
         # space: print code to restore current configuration
-        if event.key == 'ctrl+s':
+        if event.key == "ctrl+s":
             self.figure.change_tracker.save()
         if event.key == "ctrl+z":
             self.undo()
@@ -791,10 +954,18 @@ def key_press_event(self, event: KeyEvent):
 
 
 class GrabberGeneric(GrabFunctions):
-    """ a generic grabber object to move a selection """
+    """a generic grabber object to move a selection"""
+
     _no_save = True
 
-    def __init__(self, parent: GrabbableRectangleSelection, x: float, y: float, dir: int):
+    def __init__(
+        self,
+        parent: "GrabbableRectangleSelection",
+        x: float,
+        y: float,
+        dir: int,
+        scene: Any | None = None,
+    ):
         self._animated = True
         GrabFunctions.__init__(self, parent, dir)
         self.pos = (x, y)
@@ -803,26 +974,34 @@ def __init__(self, parent: GrabbableRectangleSelection, x: float, y: float, dir:
     def get_xy(self):
         return self.center
 
-    def set_xy(self, xy: (float, float)):
+    def set_xy(self, xy: tuple[float, float]):
         self.center = xy
 
     def getPos(self):
         x, y = self.get_xy()
-        return self.transform.transform((x, y))
+        t = getattr(self, "transform", None)
+        if t is None:
+            return x, y
+        return t.transform((x, y))
 
     def updatePos(self):
         self.set_xy(self.parent.get_pos(self.pos))
 
-    def applyOffset(self, pos: (float, float), event: MouseEvent):
-        self.set_xy((self.ox+pos[0], self.oy+pos[1]))
-
 
 class GrabberGenericRound(GrabberGeneric):
-    """ a rectangle with a round appearance """
+    """a rectangle with a round appearance"""
+
     d = 10
     shape = "round"
 
-    def __init__(self, parent: GrabbableRectangleSelection, x: float, y: float, dir: int, scene):
+    def __init__(
+        self,
+        parent: GrabbableRectangleSelection,
+        x: float,
+        y: float,
+        dir: int,
+        scene: "GraphicsRectItemWithView",
+    ):
         pen3 = QtGui.QPen(QtGui.QColor("black"), 2)
         brush1 = QtGui.QBrush(QtGui.QColor("red"))
 
@@ -835,37 +1014,46 @@ def __init__(self, parent: GrabbableRectangleSelection, x: float, y: float, dir:
 
         GrabberGeneric.__init__(self, parent, x, y, dir)
 
-    def set_xy(self, xy: (float, float)):
+    def set_xy(self, xy: tuple[float, float]):
         self.xy = xy
-        self.ellipse.setRect(xy[0]-5, xy[1]-5, 10, 10)
+        self.ellipse.setRect(xy[0] - 5, xy[1] - 5, 10, 10)
+        self.ellipse.setRect(xy[0] - 5, xy[1] - 5, 10, 10)
 
 
 class GrabberGenericRectangle(GrabberGeneric):
-    """ a rectangle with a square appearance """
+    """a rectangle with a square appearance"""
+
     d = 10
     shape = "rect"
 
-    def __init__(self, parent: GrabbableRectangleSelection, x: float, y: float, dir: int, scene):
+    def __init__(
+        self,
+        parent: GrabbableRectangleSelection,
+        x: float,
+        y: float,
+        dir: int,
+        scene: "GraphicsRectItemWithView",
+    ):
         # somehow the original "self" rectangle does not show up in the current matplotlib version, therefore this doubling
-        #self.rect = Rectangle((0, 0), self.d, self.d, figure=parent.figure, edgecolor="k", facecolor="r", zorder=1000, label="grabber")
-        #self.rect._no_save = True
-        #parent.figure.patches.append(self.rect)
+        # self.rect = Rectangle((0, 0), self.d, self.d, figure=parent.figure, edgecolor="k", facecolor="r", zorder=1000, label="grabber")
+        # self.rect._no_save = True
+        # parent.figure.patches.append(self.rect)
 
-        #Rectangle.__init__(self, (0, 0), self.d, self.d, picker=True, figure=parent.figure, edgecolor="k", facecolor="r", zorder=1000, label="grabber")
+        # Rectangle.__init__(self, (0, 0), self.d, self.d, picker=True, figure=parent.figure, edgecolor="k", facecolor="r", zorder=1000, label="grabber")
 
-        #self.figure.patches.append(self)
+        # self.figure.patches.append(self)
 
         pen3 = QtGui.QPen(QtGui.QColor("black"), 2)
         brush1 = QtGui.QBrush(QtGui.QColor("red"))
 
-        self.ellipse = MyRect(x-5, y-5, 10, 10, scene)
+        self.ellipse = MyRect(x - 5, y - 5, 10, 10, scene)
         self.ellipse.view = scene.view
         self.ellipse.grabber = self
         self.ellipse.setPen(pen3)
         self.ellipse.setBrush(brush1)
 
         self.xy = (x, y)
-        #self.updatePos()
+        # self.updatePos()
 
         GrabberGeneric.__init__(self, parent, x, y, dir)
 
@@ -874,7 +1062,7 @@ def get_xy(self):
         xy = Rectangle.get_xy(self)
         return xy[0] + self.d / 2, xy[1] + self.d / 2
 
-    def set_xy(self, xy: (float, float)):
+    def set_xy(self, xy: Tuple[float, float]):
         self.xy = xy
 
         self.ellipse.setRect(xy[0] - 5, xy[1] - 5, 10, 10)
@@ -882,32 +1070,45 @@ def set_xy(self, xy: (float, float)):
         Rectangle.set_xy(self, (xy[0] - self.d / 2, xy[1] - self.d / 2))
         self.rect.set_xy((xy[0] - self.d / 2, xy[1] - self.d / 2))
 
+
 class MyItem:
     w = 10
+    view: Any
+    grabber: Any
+    scene: Callable[[], Any]
 
     def mousePressEvent(self, e):
-        super().mousePressEvent(e)
-        self.view.grabber_found = True
+        cast(Any, super()).mousePressEvent(e)
+        cast(Any, self).view.grabber_found = True
         p = e.scenePos()
         self.scene().grabber_pressed = self
-        self.grabber.button_press_event(MyEvent(p.x(), self.view.h - p.y()))
+        cast(Any, self).grabber.button_press_event(
+            MyEvent(p.x(), cast(Any, self).view.h - p.y())
+        )
 
     def mouseReleaseEvent(self, e):
-        super().mouseReleaseEvent(e)
+        cast(Any, super()).mouseReleaseEvent(e)
         self.scene().grabber_pressed = None
-        self.view.grabber_found = True
+        cast(Any, self).view.grabber_found = True
         p = e.scenePos()
-        self.grabber.button_release_event(MyEvent(p.x(), self.view.h - p.y()))
+        cast(Any, self).grabber.button_release_event(
+            MyEvent(p.x(), cast(Any, self).view.h - p.y())
+        )
+
 
 class MyRect(MyItem, QtWidgets.QGraphicsRectItem):
+    view = None
+    grabber = None
     pass
 
+
 class MyEllipse(MyItem, QtWidgets.QGraphicsEllipseItem):
+    view = None
+    grabber = None
     pass
 
 
-
 class MyEvent:
     def __init__(self, x, y):
         self.x = x
-        self.y = y
\ No newline at end of file
+        self.y = y
diff --git a/pylustrator/exception_swallower.py b/pylustrator/exception_swallower.py
index e4a82de..4de316e 100644
--- a/pylustrator/exception_swallower.py
+++ b/pylustrator/exception_swallower.py
@@ -25,7 +25,8 @@
 
 
 class Dummy:
-    """ a dummy object that provides dummy attributes, dummy items and dummy returns """
+    """a dummy object that provides dummy attributes, dummy items and dummy returns"""
+
     def __getattr__(self, item):
         return Dummy()
 
@@ -37,7 +38,8 @@ def __getitem__(self, item):
 
 
 class SaveList(list):
-    """ a list that returns dummy objects when an invalid item is requested """
+    """a list that returns dummy objects when an invalid item is requested"""
+
     def __init__(self, target):
         list.__init__(self, target)
 
@@ -49,7 +51,8 @@ def __getitem__(self, item):
 
 
 class SaveDict(dict):
-    """ a dictionary that returns dummy objects when an invalid item is requested """
+    """a dictionary that returns dummy objects when an invalid item is requested"""
+
     def __init__(self, target):
         dict.__init__(self, target)
 
@@ -61,9 +64,10 @@ def __getitem__(self, item):
 
 
 class SaveTuple(tuple):
-    """ a tuple that returns dummy objects when an invalid item is requested """
+    """a tuple that returns dummy objects when an invalid item is requested"""
+
     def __init__(self, target):
-        tuple.__init__(self, target)
+        tuple.__init__(self, target)  # ty:ignore[too-many-positional-arguments]
 
     def __getitem__(self, item):
         try:
@@ -73,7 +77,8 @@ def __getitem__(self, item):
 
 
 class SaveListDescriptor:
-    """ a descriptor that wraps the target value with a SaveList, SaveDict or SaveTuple """
+    """a descriptor that wraps the target value with a SaveList, SaveDict or SaveTuple"""
+
     def __init__(self, variable_name):
         self.variable_name = variable_name
 
@@ -84,11 +89,11 @@ def __set__(self, instance, value):
             value = SaveDict(value)
         if isinstance(value, tuple):
             value = SaveTuple(value)
-        setattr(instance, "_pylustrator_"+self.variable_name, value)
+        setattr(instance, "_pylustrator_" + self.variable_name, value)
 
     def __get__(self, instance, owner):
         try:
-            return getattr(instance, "_pylustrator_"+self.variable_name)
+            return getattr(instance, "_pylustrator_" + self.variable_name)
         except AttributeError:
             if self.variable_name in instance.__dict__:
                 return instance.__dict__[self.variable_name]
@@ -97,35 +102,38 @@ def __get__(self, instance, owner):
 
 
 def get_axes(self):
-    """ a function that returns the axes of a figure as a SaveList """
+    """a function that returns the axes of a figure as a SaveList"""
     return SaveList(self._axstack.as_list())
 
 
 def return_save_list(func):
-    """ a decorator to wrap the output of a function as a SaveList """
+    """a decorator to wrap the output of a function as a SaveList"""
+
     def wrap(*args, **kwargs):
         return SaveList(func(*args, **kwargs))
+
     return wrap
 
 
 def swallow_get_exceptions():
-    """ replace lists with lists that return dummy objects when items are not present.
-        this is to ensure that the pylustrator generated code does not fail, even if the user removes some elements
-        from the figure.
+    """replace lists with lists that return dummy objects when items are not present.
+    this is to ensure that the pylustrator generated code does not fail, even if the user removes some elements
+    from the figure.
     """
-    Figure._get_axes = get_axes
-    Figure.axes = property(fget=get_axes)
-    Figure.ax_dict = SaveListDescriptor("ax_dict")
-    _AxesBase.texts = SaveListDescriptor("texts")
-    _AxesBase.lines = SaveListDescriptor("lines")
-    _AxesBase.patches = SaveListDescriptor("patches")
+    Figure._get_axes = get_axes  # ty:ignore[unresolved-attribute]
+    Figure.axes = property(fget=get_axes)  # ty:ignore[invalid-assignment]
+    Figure.ax_dict = SaveListDescriptor("ax_dict")  # ty:ignore[unresolved-attribute]
+    _AxesBase.texts = SaveListDescriptor("texts")  # ty:ignore[invalid-assignment]
+    _AxesBase.lines = SaveListDescriptor("lines")  # ty:ignore[invalid-assignment]
+    _AxesBase.patches = SaveListDescriptor("patches")  # ty:ignore[invalid-assignment]
     Axis.get_minor_ticks = return_save_list(Axis.get_minor_ticks)
     Axis.get_major_ticks = return_save_list(Axis.get_major_ticks)
-    l = _AxesBase.get_legend
+    get_legend_orig = _AxesBase.get_legend
+
     def get_legend(*args, **kwargs):
-        leg = l(*args, **kwargs)
+        leg = get_legend_orig(*args, **kwargs)
         if leg is None:
             return Dummy()
         return leg
 
-    _AxesBase.get_legend = get_legend
\ No newline at end of file
+    _AxesBase.get_legend = get_legend  # ty:ignore[invalid-assignment]
diff --git a/pylustrator/helper_functions.py b/pylustrator/helper_functions.py
index a54a063..05449c8 100644
--- a/pylustrator/helper_functions.py
+++ b/pylustrator/helper_functions.py
@@ -21,14 +21,13 @@
 
 from __future__ import division
 import matplotlib.pyplot as plt
-from matplotlib.text import Text
 import numpy as np
-import traceback
 from .parse_svg import svgread
+
 try:  # starting from mpl version 3.6.0
     from matplotlib.axes import Axes
-except:
-    from matplotlib.axes._subplots import Axes
+except ImportError:
+    from matplotlib.axes._subplots import Axes  # ty:ignore[unresolved-import]
 from matplotlib.figure import Figure
 from .pyjack import replace_all_refs
 import os
@@ -65,19 +64,25 @@ def add_axes(dim: Sequence, unit: str = "cm", *args, **kwargs):
         x += 1
     if y < 0:
         y += 1
-    return plt.axes([x, y, w, h], *args, **kwargs)
+    return plt.axes((x, y, w, h), *args, **kwargs)
 
 
 def add_image(filename: str):
-    """ add an image to the current axes """
+    """add an image to the current axes"""
     plt.imshow(plt.imread(filename))
     plt.xticks([])
     plt.yticks([])
 
 
-def changeFigureSize(w: float, h: float, cut_from_top: bool = False, cut_from_left: bool = False, fig: Figure = None):
-    """ change the figure size to the given dimensions. Optionally define if to remove or add space at the top or bottom
-        and left or right.
+def changeFigureSize(
+    w: float,
+    h: float,
+    cut_from_top: bool = False,
+    cut_from_left: bool = False,
+    fig: Figure | None = None,
+):
+    """change the figure size to the given dimensions. Optionally define if to remove or add space at the top or bottom
+    and left or right.
     """
     if fig is None:
         fig = plt.gcf()
@@ -88,32 +93,59 @@ def changeFigureSize(w: float, h: float, cut_from_top: bool = False, cut_from_le
         box = axe.get_position()
         if cut_from_top:
             if cut_from_left:
-                axe.set_position([1 - (1 - box.x0) * fx, box.y0 * fy, (box.x1 - box.x0) * fx, (box.y1 - box.y0) * fy])
+                axe.set_position(
+                    (
+                        1 - (1 - box.x0) * fx,
+                        box.y0 * fy,
+                        (box.x1 - box.x0) * fx,
+                        (box.y1 - box.y0) * fy,
+                    )
+                )
             else:
-                axe.set_position([box.x0 * fx, box.y0 * fy, (box.x1 - box.x0) * fx, (box.y1 - box.y0) * fy])
+                axe.set_position(
+                    (
+                        box.x0 * fx,
+                        box.y0 * fy,
+                        (box.x1 - box.x0) * fx,
+                        (box.y1 - box.y0) * fy,
+                    )
+                )
         else:
             if cut_from_left:
                 axe.set_position(
-                    [1 - (1 - box.x0) * fx, 1 - (1 - box.y0) * fy, (box.x1 - box.x0) * fx, (box.y1 - box.y0) * fy])
+                    (
+                        1 - (1 - box.x0) * fx,
+                        1 - (1 - box.y0) * fy,
+                        (box.x1 - box.x0) * fx,
+                        (box.y1 - box.y0) * fy,
+                    )
+                )
             else:
-                axe.set_position([box.x0 * fx, 1 - (1 - box.y0) * fy, (box.x1 - box.x0) * fx, (box.y1 - box.y0) * fy])
+                axe.set_position(
+                    (
+                        box.x0 * fx,
+                        1 - (1 - box.y0) * fy,
+                        (box.x1 - box.x0) * fx,
+                        (box.y1 - box.y0) * fy,
+                    )
+                )
     for text in fig.texts:
         x0, y0 = text.get_position()
         if cut_from_top:
             if cut_from_left:
-                text.set_position([1 - (1- x0) * fx, y0 * fy])
+                text.set_position((1 - (1 - x0) * fx, y0 * fy))
             else:
-                text.set_position([x0 * fx, y0 * fy])
+                text.set_position((x0 * fx, y0 * fy))
         else:
             if cut_from_left:
-                text.set_position([1 - (1 - x0) * fx, 1 - (1 - y0) * fy])
+                text.set_position((1 - (1 - x0) * fx, 1 - (1 - y0) * fy))
             else:
-                text.set_position([x0 * fx, 1 - (1 - y0) * fy])
+                text.set_position((x0 * fx, 1 - (1 - y0) * fy))
     fig.set_size_inches(w, h, forward=True)
 
 
 def removeContentFromFigure(fig: Figure):
-    """ remove axes and text from a figure """
+    """remove axes and text from a figure"""
     axes = []
     for ax in fig._axstack.as_list():
         axes.append(ax)
@@ -124,7 +156,7 @@ def removeContentFromFigure(fig: Figure):
 
 
 def addContentToFigure(fig: Figure, axes: Sequence):
-    """ add axes and texts to a figure """
+    """add axes and texts to a figure"""
     index = len(fig._axstack.as_list())
     for ax in axes:
         if isinstance(ax, Axes):
@@ -154,13 +186,20 @@ def get_unique_label(fig1, label_base):
     return label
 
 
-def imShowFullFigure(im: np.ndarray, filename: str, fig1: Figure, dpi: int, label: str):
-    """ create a new axes and display an image in this axes """
+def imShowFullFigure(
+    im: np.ndarray,
+    filename: str,
+    fig1: Figure,
+    dpi: int | None,
+    label: str | None = None,
+):
+    """create a new axes and display an image in this axes"""
     from matplotlib import rcParams
+
     if dpi is None:
-        dpi = rcParams['figure.dpi']
+        dpi = rcParams["figure.dpi"]
     fig1.set_size_inches(im.shape[1] / dpi, im.shape[0] / dpi)
-    ax = plt.axes([0, 0, 1, 1], label=label)
+    ax = plt.axes((0, 0, 1, 1), label=label)
     plt.imshow(im, cmap="gray")
     plt.xticks([])
     plt.yticks([])
@@ -172,6 +211,7 @@ class changeFolder:
     """
     An environment that changes the working directory
     """
+
     def __init__(self, directory):
         self.directory = directory
 
@@ -184,7 +224,14 @@ def __exit__(self, type, value, traceback):
         os.chdir(self.old_dir)
 
 
-def loadFigureFromFile(filename: str, figure: Figure = None, offset: list = None, dpi: int = None, cache: bool = False, label: str = ""):
+def loadFigureFromFile(
+    filename: str,
+    figure: Figure | None = None,
+    offset: list | None = None,
+    dpi: int | None = None,
+    cache: bool = False,
+    label: str = "",
+):
     """
     Add contents to the current figure from the file defined by filename. It can be either a python script defining
     a figure, an image (filename or directly the numpy array), or an svg file.
@@ -226,6 +273,7 @@ class noShow:
             """
             An environment that prevents the script from calling the plt.show function
             """
+
             def __enter__(self):
                 # store the show function
                 self.show = plt.show
@@ -236,8 +284,8 @@ def empty(*args, **kwargs):
                     pass
 
                 # set the show function to the empty function
-                plt.show = empty
-                pylustrator.start = empty
+                plt.show = empty  # ty:ignore[invalid-assignment]
+                pylustrator.start = empty  # ty:ignore[invalid-assignment]
 
             def __exit__(self, type, value, traceback):
                 # restore the old show function
@@ -248,21 +296,22 @@ class noNewFigures:
             """
             An environment that prevents the script from creating new figures in the figure manager
             """
+
             def __enter__(self):
                 fig = plt.gcf()
                 self.fig = plt.figure
-                figsize = rcParams['figure.figsize']
+                figsize = rcParams["figure.figsize"]
                 fig.set_size_inches(figsize[0], figsize[1])
+
                 def figure(num=None, figsize=None, *args, **kwargs):
                     fig = plt.gcf()
                     if figsize is not None:
                         fig.set_size_inches(figsize[0], figsize[1], forward=True)
                     return fig
-                plt.figure = figure
+
+                plt.figure = figure  # ty:ignore[invalid-assignment]
 
             def __exit__(self, type, value, traceback):
-                from matplotlib.figure import Figure
-                from matplotlib.transforms import TransformedBbox, Affine2D
                 plt.figure = self.fig
 
         # get the size of the old figure
@@ -281,7 +330,9 @@ def __exit__(self, type, value, traceback):
         # if it is an image, just display the image
         if im is not None:
             im = plt.imread(filename)
-            imShowFullFigure(im, os.path.split(filename)[1], figure, dpi=dpi, label=label)
+            imShowFullFigure(
+                im, os.path.split(filename)[1], figure, dpi=dpi, label=label
+            )
         # if the image is a numpy array, just display the array
         elif isinstance(filename, np.ndarray):
             im = filename
@@ -298,7 +349,13 @@ def __exit__(self, type, value, traceback):
                 # prevent the script we want to load from calling show
                 with noShow():
                     import pickle
-                    if cache and os.path.exists(cache_filename) and os.path.getmtime(cache_filename) > os.path.getmtime(filename):
+
+                    if (
+                        cache
+                        and os.path.exists(cache_filename)
+                        and os.path.getmtime(cache_filename)
+                        > os.path.getmtime(filename)
+                    ):
                         print("loading from cached file", cache_filename)
                         fig2 = pickle.load(open(cache_filename, "rb"))
                         w, h = fig2.get_size_inches()
@@ -309,19 +366,27 @@ def __exit__(self, type, value, traceback):
                             fig2.delaxes(ax)
                             figure._axstack.add(figure._make_key(ax), ax)
                             figure.bbox._parents.update(fig2.bbox._parents)
-                            figure.dpi_scale_trans._parents.update(fig2.dpi_scale_trans._parents)
+                            figure.dpi_scale_trans._parents.update(
+                                fig2.dpi_scale_trans._parents
+                            )
                             replace_all_refs(fig2.bbox, figure.bbox)
-                            replace_all_refs(fig2.dpi_scale_trans, figure.dpi_scale_trans)
+                            replace_all_refs(
+                                fig2.dpi_scale_trans,
+                                figure.dpi_scale_trans,
+                            )
                             replace_all_refs(fig2, figure)
                     else:
                         # execute the file
-                        exec(compile(open(filename, "rb").read(), filename, 'exec'), globals())
+                        exec(
+                            compile(open(filename, "rb").read(), filename, "exec"),
+                            globals(),
+                        )
                         if cache is True:
                             c = figure.canvas
                             figure.canvas = None
                             figure.bbox.pylustrator = True
                             figure.dpi_scale_trans.pylustrator = True
-                            pickle.dump(figure, open(cache_filename, 'wb'))
+                            pickle.dump(figure, open(cache_filename, "wb"))
 
                             figure.canvas = c
 
@@ -352,18 +417,17 @@ def __exit__(self, type, value, traceback):
 
 # helper_functions.py
 def convertFromPyplot(old, new):
-
     w, h = old.get_size_inches()
     new.set_size_inches(w, h)
 
     str(new)  # important! (for some reason I don't know)
     for ax in old.axes:
-        #old.delaxes(ax)
+        # old.delaxes(ax)
         ax.remove()
         ax.figure = new
         new.axes.append(ax)
         new.add_axes(ax)
-        #new._axstack.add(new._make_key(ax), ax)
+        # new._axstack.add(new._make_key(ax), ax)
         new.bbox._parents.update(old.bbox._parents)
         new.dpi_scale_trans._parents.update(old.dpi_scale_trans._parents)
         replace_all_refs(old.bbox, new.bbox)
@@ -372,19 +436,32 @@ def convertFromPyplot(old, new):
         replace_all_refs(old, new)
 
 
-def mark_inset(parent_axes: Axes, inset_axes: Axes, loc1: Union[int, Sequence[int]] = 1, loc2: Union[int, Sequence[int]] = 2, **kwargs):
-    """ like the mark_inset function from matplotlib, but loc can also be a tuple """
-    from mpl_toolkits.axes_grid1.inset_locator import TransformedBbox, BboxPatch, BboxConnector
-    try:
-        loc1a, loc1b = loc1
-    except:
+def mark_inset(
+    parent_axes: Axes,
+    inset_axes: Axes,
+    loc1: Union[int, Sequence[int]] = 1,
+    loc2: Union[int, Sequence[int]] = 2,
+    **kwargs,
+):
+    """like the mark_inset function from matplotlib, but loc can also be a tuple"""
+    from mpl_toolkits.axes_grid1.inset_locator import (
+        TransformedBbox,
+        BboxPatch,
+        BboxConnector,
+    )
+
+    if isinstance(loc1, int):
         loc1a = loc1
         loc1b = loc1
-    try:
-        loc2a, loc2b = loc2
-    except:
+    else:
+        loc1a, loc1b = loc1
+
+    if isinstance(loc2, int):
         loc2a = loc2
         loc2b = loc2
+    else:
+        loc2a, loc2b = loc2
+
     rect = TransformedBbox(inset_axes.viewLim, parent_axes.transData)
 
     pp = BboxPatch(rect, fill=False, **kwargs)
@@ -401,9 +478,16 @@ def mark_inset(parent_axes: Axes, inset_axes: Axes, loc1: Union[int, Sequence[in
     return pp, p1, p2
 
 
-def draw_from_point_to_bbox(parent_axes: Axes, insert_axes: Axes, point: Sequence, loc=1, **kwargs):
-    """ add a box connector from a point to an axes """
-    from mpl_toolkits.axes_grid1.inset_locator import TransformedBbox, BboxConnector, Bbox
+def draw_from_point_to_bbox(
+    parent_axes: Axes, insert_axes: Axes, point: Sequence, loc=1, **kwargs
+):
+    """add a box connector from a point to an axes"""
+    from mpl_toolkits.axes_grid1.inset_locator import (
+        TransformedBbox,
+        BboxConnector,
+        Bbox,
+    )
+
     rect = TransformedBbox(Bbox([point, point]), parent_axes.transData)
     # rect = TransformedBbox(Bbox([[1, 0], [1, 0]]), parent_axes.transData)
     p1 = BboxConnector(rect, insert_axes.bbox, loc, **kwargs)
@@ -412,9 +496,16 @@ def draw_from_point_to_bbox(parent_axes: Axes, insert_axes: Axes, point: Sequenc
     return p1
 
 
-def draw_from_point_to_point(parent_axes: Axes, insert_axes: Axes, point1: Sequence, point2: Sequence, **kwargs):
-    """ add a box connector from a point in on axes to a point in another axes """
-    from mpl_toolkits.axes_grid1.inset_locator import TransformedBbox, BboxConnector, Bbox
+def draw_from_point_to_point(
+    parent_axes: Axes, insert_axes: Axes, point1: Sequence, point2: Sequence, **kwargs
+):
+    """add a box connector from a point in on axes to a point in another axes"""
+    from mpl_toolkits.axes_grid1.inset_locator import (
+        TransformedBbox,
+        BboxConnector,
+        Bbox,
+    )
+
     rect = TransformedBbox(Bbox([point1, point1]), parent_axes.transData)
     rect2 = TransformedBbox(Bbox([point2, point2]), insert_axes.transData)
     # rect = TransformedBbox(Bbox([[1, 0], [1, 0]]), parent_axes.transData)
@@ -425,10 +516,17 @@ def draw_from_point_to_point(parent_axes: Axes, insert_axes: Axes, point1: Seque
     return p1
 
 
-def mark_inset_pos(parent_axes: Axes, inset_axes: Axes, loc1: Union[int, Sequence[int]], loc2: Union[int, Sequence[int]], point: Sequence, **kwargs):
-    """ add a box connector where the second axis is shrinked to a point """
+def mark_inset_pos(
+    parent_axes: Axes,
+    inset_axes: Axes,
+    loc1: Union[int, Sequence[int]],
+    loc2: Union[int, Sequence[int]],
+    point: Sequence,
+    **kwargs,
+):
+    """add a box connector where the second axis is shrunk to a point"""
     kwargs["lw"] = 0.8
-    ax_new = plt.axes(inset_axes.get_position())
+    ax_new = plt.axes(inset_axes.get_position().bounds)
     ax_new.set_xlim(point[0], point[0])
     ax_new.set_ylim(point[1], point[1])
     mark_inset(parent_axes, ax_new, loc1, loc2, **kwargs)
@@ -437,15 +535,21 @@ def mark_inset_pos(parent_axes: Axes, inset_axes: Axes, loc1: Union[int, Sequenc
     ax_new.set_zorder(inset_axes.get_zorder() - 1)
 
 
-def VoronoiPlot(points: Sequence, values: Sequence, vmin: float = None, vmax:float = None, cmap=None):
-    """ plot the voronoi regions of the poins with the given colormap """
+def VoronoiPlot(
+    points: Sequence,
+    values: Sequence,
+    vmin: float | None = None,
+    vmax: float | None = None,
+    cmap=None,
+):
+    """plot the voronoi regions of the poins with the given colormap"""
     from matplotlib.patches import Polygon
     from matplotlib.collections import PatchCollection
-    from scipy.spatial import Voronoi, voronoi_plot_2d
+    from scipy.spatial import Voronoi
     from matplotlib import cm
 
     if cmap is None:
-        cmap = cm.get_cmap('viridis')
+        cmap = cm.get_cmap("viridis")
 
     vor = Voronoi(points)
 
@@ -466,14 +570,14 @@ def VoronoiPlot(points: Sequence, values: Sequence, vmin: float = None, vmax:flo
             excluded_indices.append(index)
             continue
         region = np.array([vor.vertices[i] for i in reg])
-        polygon = Polygon(region, True)
+        polygon = Polygon(region, True)  # ty:ignore[too-many-positional-arguments]
         patches.append(polygon)
         dists = values[index]
         dist_list.append(dists)
         # plt.plot(p[0], p[1], 'ok', alpha=0.3, ms=1)
 
     p = PatchCollection(patches, cmap=cmap)
-    p.set_clim([vmin, vmax])
+    p.set_clim((vmin, vmax))  # ty:ignore[invalid-argument-type] - matplotlib accepts None for auto-calculation
     p.set_array(np.array(dist_list))
     p.set_linewidth(10)
 
@@ -484,42 +588,49 @@ def VoronoiPlot(points: Sequence, values: Sequence, vmin: float = None, vmax:flo
 
 
 def selectRectangle(axes: Axes = None):
-    """ add a rectangle selector to the given axes """
+    """add a rectangle selector to the given axes"""
     if axes is None:
         axes = plt.gca()
 
     def onselect(eclick, erelease):
-        'eclick and erelease are matplotlib events at press and release'
-        print(' startposition : (%f, %f)' % (eclick.xdata, eclick.ydata))
-        print(' endposition   : (%f, %f)' % (erelease.xdata, erelease.ydata))
-        print(' used button   : ', eclick.button)
+        "eclick and erelease are matplotlib events at press and release"
+        print(" startposition : (%f, %f)" % (eclick.xdata, eclick.ydata))
+        print(" endposition   : (%f, %f)" % (erelease.xdata, erelease.ydata))
+        print(" used button   : ", eclick.button)
 
     from matplotlib.widgets import RectangleSelector
+
     rect_selector = RectangleSelector(axes, onselect)
     return rect_selector
 
 
 def despine(ax: Axes = None, complete: bool = False):
-    """ despine the given axes """
+    """despine the given axes"""
     if not ax:
         ax = plt.gca()
-    ax.spines['right'].set_visible(False)
-    ax.spines['top'].set_visible(False)
+    ax.spines["right"].set_visible(False)
+    ax.spines["top"].set_visible(False)
     if complete:
-        ax.spines['left'].set_visible(False)
-        ax.spines['bottom'].set_visible(False)
+        ax.spines["left"].set_visible(False)
+        ax.spines["bottom"].set_visible(False)
         ax.set_xticks([])
         ax.set_yticks([])
     else:
         # Only show ticks on the left and bottom spines
-        ax.yaxis.set_ticks_position('left')
-        ax.xaxis.set_ticks_position('bottom')
-
+        ax.yaxis.set_ticks_position("left")
+        ax.xaxis.set_ticks_position("bottom")
 
 
 letter_index = 0
-def add_letter(ax: Axes = None, offset: float = 0, offset2: float = 0, letter: str = None):
-    """ add a letter indicating which subplot it is to the given figure """
+
+
+def add_letter(
+    ax: Axes = None,
+    offset: float = 0,
+    offset2: float = 0,
+    letter: str | None = None,
+):
+    """add a letter indicating which subplot it is to the given figure"""
     global letter_index
     from matplotlib.transforms import Affine2D, ScaledTranslation
 
@@ -544,25 +655,39 @@ def add_letter(ax: Axes = None, offset: float = 0, offset2: float = 0, letter: s
         letter_index += 1
 
     # add a transform that gives the coordinates relative to the left top corner of the axes in cm
-    transform = Affine2D().scale(1 / 2.54, 1 / 2.54) + fig.dpi_scale_trans + ScaledTranslation(0, 1, ax.transAxes)
+    transform = (
+        Affine2D().scale(1 / 2.54, 1 / 2.54)
+        + fig.dpi_scale_trans
+        + ScaledTranslation(0, 1, fig.dpi_scale_trans)
+    )
 
     # add a text a the given position
-    ax.text(-0.5+offset, offset2, letter, fontproperties=font, transform=transform, ha="center", va="bottom", picker=True)
+    ax.text(
+        -0.5 + offset,
+        offset2,
+        letter,
+        fontproperties=font,
+        transform=transform,
+        ha="center",
+        va="bottom",
+        picker=True,
+    )
 
 
 def get_letter_font_prop():
-    """ get the properties of the subplot letters to add """
+    """get the properties of the subplot letters to add"""
     from matplotlib.font_manager import FontProperties
+
     font = FontProperties()
     font.set_family("C:\\WINDOWS\\Fonts\\HelveticaNeue-CondensedBold.ttf")
     font.set_weight("heavy")
     font.set_size(10)
-    font.letter_format = "a"
+    font.letter_format = "a"  # ty:ignore[unresolved-attribute]
     return font
 
 
 def add_letters(*args, **kwargs):
-    """ add a letter indicating which subplot it is to all of the axes of the given figure """
+    """add a letter indicating which subplot it is to all of the axes of the given figure"""
     for ax in plt.gcf().axes:
         add_letter(ax, *args, **kwargs)
 
@@ -588,9 +713,9 @@ def axes_to_grid(axes=None, track_changes=False):
         new_indices = [0, 0]
         for i in [0, 1]:
             d = np.abs(pos[i] - center[i])
-            if len(d) == 0 or np.min(d) > dims[i]/2:
+            if len(d) == 0 or np.min(d) > dims[i] / 2:
                 pos[i].append(center[i])
-                new_indices[i] = len(pos[i])-1
+                new_indices[i] = len(pos[i]) - 1
             else:
                 new_indices[i] = np.argmin(d)
         axes_indices.append(new_indices)
@@ -614,21 +739,33 @@ def axes_to_grid(axes=None, track_changes=False):
     if x_count == 0:
         x_gap = 0
     else:
-        x_gap = ((x_max-x_min)-(x_count+1)*width)/x_count
+        x_gap = ((x_max - x_min) - (x_count + 1) * width) / x_count
     if y_count == 0:
         y_gap = 0
     else:
-        y_gap = ((y_max-y_min)-(y_count+1)*height)/y_count
+        y_gap = ((y_max - y_min) - (y_count + 1) * height) / y_count
 
     # make all the plots the same size and align them on the grid
     for i, ax in enumerate(axes):
-        ax.set_position([x_min+axes_indices[i][0] * (width+x_gap),
-                        y_min+axes_indices[i][1] * (height + y_gap),
-                        width,
-                        height,
-                        ])
+        ax.set_position(
+            [
+                x_min + axes_indices[i][0] * (width + x_gap),
+                y_min + axes_indices[i][1] * (height + y_gap),
+                width,
+                height,
+            ]
+        )
         if track_changes is True:
-            ax.figure.change_tracker.addChange(ax, ".set_position([%f, %f, %f, %f])" % (x_min+axes_indices[i][0] * (width+x_gap), y_min+axes_indices[i][1] * (height + y_gap), width, height))
+            ax.figure.change_tracker.addChange(
+                ax,
+                ".set_position([%f, %f, %f, %f])"
+                % (
+                    x_min + axes_indices[i][0] * (width + x_gap),
+                    y_min + axes_indices[i][1] * (height + y_gap),
+                    width,
+                    height,
+                ),
+            )
 
     # make all the plots have the same limits
     xmin = np.min([ax.get_xlim()[0] for ax in axes])
@@ -645,17 +782,23 @@ def axes_to_grid(axes=None, track_changes=False):
             ax.set_ylabel("")
             ax.set_yticklabels([])
             if track_changes is True:
-                ax.figure.change_tracker.addChange(ax, ".get_yaxis().get_label().set_text('')")
+                ax.figure.change_tracker.addChange(
+                    ax, ".get_yaxis().get_label().set_text('')"
+                )
                 ax.figure.change_tracker.addChange(ax, ".set_yticklabels([])")
         if axes_indices[i][1] != 0:
             ax.set_xlabel("")
             ax.set_xticklabels([])
             if track_changes is True:
-                ax.figure.change_tracker.addChange(ax, ".get_xaxis().get_label().set_text('')")
+                ax.figure.change_tracker.addChange(
+                    ax, ".get_xaxis().get_label().set_text('')"
+                )
                 ax.figure.change_tracker.addChange(ax, ".set_xticklabels([])")
         despine(ax)
         if track_changes is True:
-            ax.figure.change_tracker.addChange(ax, ".spines['right'].set_visible(False)")
+            ax.figure.change_tracker.addChange(
+                ax, ".spines['right'].set_visible(False)"
+            )
             ax.figure.change_tracker.addChange(ax, ".spines['top'].set_visible(False)")
 
 
@@ -665,4 +808,4 @@ def main_figure(artist):
     if artist.figure == artist:
         return artist
     else:
-        return main_figure(artist.figure)
\ No newline at end of file
+        return main_figure(artist.figure)
diff --git a/pylustrator/jupyter_cells.py b/pylustrator/jupyter_cells.py
index c9010c7..22d0614 100644
--- a/pylustrator/jupyter_cells.py
+++ b/pylustrator/jupyter_cells.py
@@ -24,11 +24,14 @@
 the file is instead of a normal file a jupyter notebook and redirects writes accordingly.
 """
 
+
 def setJupyterCellText(text: str):
-    """ the function replaces the text in the current jupyter cell with the given text """
-    from IPython.display import Javascript, display
+    """the function replaces the text in the current jupyter cell with the given text"""
+    from IPython.display import Javascript, display  # ty:ignore[unresolved-import]
+
     text = text.replace("\n", "\\n").replace("'", "\\'")
-    js = """
+    js = (
+        """
     var output_area = this;
     // find my cell element
     var cell_element = output_area.element.parents('.cell');
@@ -37,35 +40,50 @@ def setJupyterCellText(text: str):
     // get the cell object
     var cell = Jupyter.notebook.get_cell(cell_idx);
     cell.get_text();
-    cell.set_text('"""+text+"""');
-    console.log('"""+text+"""');
+    cell.set_text('"""
+        + text
+        + """');
+    console.log('"""
+        + text
+        + """');
     """
+    )
     display(Javascript(js))
 
 
 def getIpythonCurrentCell() -> str:
-    """ this function returns the text of the current jupyter cell """
+    """this function returns the text of the current jupyter cell"""
     import inspect
+
     # get the first stack which has a filename starting with "<ipython-input" (e.g. an ipython cell) and from
     # this stack get the globals, there get the executed cells history and the last element from it
-    return [stack for stack in inspect.stack() if stack.filename.startswith("<ipython-input") or "ipykernel" in stack.filename][0][0].f_globals["_ih"][-1]
+    return [
+        stack
+        for stack in inspect.stack()
+        if stack.filename.startswith("<ipython-input") or "ipykernel" in stack.filename
+    ][0][0].f_globals["_ih"][-1]
 
 
 global_files = {}
 build_in_open = open
+
+
 def open(filename: str, *args, **kwargs):
-    """ open a file and if its a jupyter cell then mock a filepointer to that cell """
+    """open a file and if its a jupyter cell then mock a filepointer to that cell"""
     if filename.startswith("<ipython") or "ipykernel" in filename:
+
         class IPythonCell:
-            text = None
-            write_text = None
-            is_cell = False
+            text: str | None = None
+            write_text: str | None = None
+            is_cell: bool = False
 
-            def __init__(self, filename, mode, **kwargs):
+            def __init__(self, filename: str, mode: str, **kwargs):
                 self.filename = filename.strip()
 
                 if mode == "r":
-                    if (self.filename[0] == "<" and self.filename[-1] == ">") or ("ipykernel" in filename and not filename.endswith(".tmp")):
+                    if (self.filename[0] == "<" and self.filename[-1] == ">") or (
+                        "ipykernel" in filename and not filename.endswith(".tmp")
+                    ):
                         self.is_cell = True
                         self.text = getIpythonCurrentCell()
                     else:
@@ -75,13 +93,15 @@ def __init__(self, filename, mode, **kwargs):
 
             def __iter__(self):
                 text = self.text
+                if text is None:
+                    return
                 while len(text):
                     pos = text.find("\n")
                     if pos == -1:
                         yield text
                         break
-                    yield text[:pos+1]
-                    text = text[pos+1:]
+                    yield text[: pos + 1]
+                    text = text[pos + 1 :]
 
             def write(self, line):
                 if self.write_text is None:
@@ -93,7 +113,11 @@ def __enter__(self):
 
             def __exit__(self, exc_type, exc_val, exc_tb):
                 if self.write_text is not None:
-                    if self.filename[0] == "<" and self.filename[-1] == ">" or ("ipykernel" in filename and not filename.endswith(".tmp")):
+                    if (
+                        self.filename[0] == "<"
+                        and self.filename[-1] == ">"
+                        or ("ipykernel" in filename and not filename.endswith(".tmp"))
+                    ):
                         setJupyterCellText(self.write_text)
                     else:
                         global_files[self.filename] = self.write_text
diff --git a/pylustrator/lab_colormap.py b/pylustrator/lab_colormap.py
index 3adfbfb..8b2c79b 100644
--- a/pylustrator/lab_colormap.py
+++ b/pylustrator/lab_colormap.py
@@ -1,129 +1,143 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-# lab_colormap.py
-
-# Copyright (c) 2016-2020, Richard Gerum
-#
-# This file is part of Pylustrator.
-#
-# Pylustrator is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-#
-# Pylustrator is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
-
-""" Colormap """
-import numpy as np
-from typing import Sequence, Union
-from matplotlib.colors import Colormap, ListedColormap, to_rgb
-
-
-class CmapColor(list):
-    """ a class that appends metadate to a color """
-    def setMeta(self, value, cmap):
-        self.value = value
-        self.cmap = cmap
-
-
-def convert_rgb2lab(colors: Sequence):
-    """ convert colors from rgb to lab color space """
-    from skimage.color import rgb2lab
-    return [rgb2lab(np.array(c)[None, None, :3]) for c in colors]
-
-
-def convert_lab2rgb(colors):
-    """ convert colors from lab to rgb color space """
-    from skimage.color import lab2rgb
-    return [lab2rgb(np.array(c))[0, 0, :3] for c in colors]
-
-
-class LabColormap(ListedColormap):
-    """ a custom colormap that blends between N custom colors """
-    init_colors = None
-
-    def __init__(self, colors: Sequence, N: int, stops=None):
-        """ initialize with the given colors and stops """
-        # store stops
-        self.stops = stops
-        # set colors
-        self.set_color(colors)
-        # initialize
-        Colormap.__init__(self, "test", N)
-
-    def _init(self):
-        """ generate the colormap from the given colors (used by ListedColormap) """
-        # convert to lab
-        lab_colors = convert_rgb2lab(self.init_colors)
-        # initialize new list
-        colors = []
-        # iterate over stops
-        stops = self.get_stops()
-        for j in range(len(self.init_colors) - 1):
-            # interpolate between stops in lab
-            for i in np.linspace(stops[j], stops[j + 1], int(self.N / (len(stops) - 1))):
-                colors.append(lab_colors[j] * (1 - i) + i * lab_colors[j + 1])
-        # convert back to rgb
-        self.colors = convert_lab2rgb(colors)
-        # initialize a listed colormap
-        ListedColormap._init(self)
-
-    def __call__(self, value: float, *args, **kwargs):
-        """ get the color associated with the given value from the colormap """
-        # get the color
-        result = Colormap.__call__(self, value, *args, **kwargs)
-        # add meta values to it
-        result = CmapColor(result)
-        result.setMeta(value, self)
-        # return the color
-        return result
-
-    def get_color(self) -> Sequence:
-        """ return all the colors """
-        # return the colors
-        return self.init_colors
-
-    def set_color(self, color: Union[str, Sequence], index: int = None):
-        """ set a color to the given index """
-        # update the color according to the index
-        if index is not None:
-            self.init_colors[index] = to_rgb(color)
-        # or update the whole list
-        else:
-            # ensure that the colors are rgb
-            self.init_colors = [to_rgb(c) for c in color]
-        # linearize the lightness
-        self.linearize_lightness()
-        # notify that we have to reinitialize the colormap
-        self._isinit = False
-
-    def get_stops(self) -> Sequence:
-        """ return the stops """
-        # get the stops
-        stops = self.stops
-        # if they are not defined, interpolate from 0 to 1
-        if stops is None:
-            stops = np.linspace(0, 1, len(self.init_colors))
-        # return the stops
-        return stops
-
-    def linearize_lightness(self):
-        """ linearize the lightness of the colors in the colormap """
-        # convert to lab
-        lab_colors = convert_rgb2lab(self.init_colors)
-        # define start and end lightness
-        lightness_start = lab_colors[0][0, 0, 0]
-        lichtness_end = lab_colors[-1][0, 0, 0]
-        # iterate over stops
-        stops = self.get_stops()
-        for j in range(1, len(stops) - 1):
-            # interpolate lightness value
-            lab_colors[j][0, 0, 0] = lightness_start * (1 - stops[j]) + stops[j] * lichtness_end
-        # convert back to rgb
-        self.init_colors = convert_lab2rgb(lab_colors)
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+# lab_colormap.py
+
+# Copyright (c) 2016-2020, Richard Gerum
+#
+# This file is part of Pylustrator.
+#
+# Pylustrator is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# Pylustrator is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
+
+"""Colormap"""
+
+import numpy as np
+from typing import Sequence, Union, List, Optional
+from matplotlib.colors import Colormap, ListedColormap, to_rgb
+
+
+class CmapColor(list):
+    """a class that appends metadate to a color"""
+
+    def setMeta(self, value, cmap):
+        self.value = value
+        self.cmap = cmap
+
+
+def convert_rgb2lab(colors: Sequence):
+    """convert colors from rgb to lab color space"""
+    from skimage.color import rgb2lab
+
+    return [rgb2lab(np.array(c)[None, None, :3]) for c in colors]
+
+
+def convert_lab2rgb(colors):
+    """convert colors from lab to rgb color space"""
+    from skimage.color import lab2rgb
+
+    return [lab2rgb(np.array(c))[0, 0, :3] for c in colors]
+
+
+class LabColormap(ListedColormap):
+    """a custom colormap that blends between N custom colors"""
+
+    init_colors: Optional[List]
+
+    def __init__(self, colors: Sequence, N: int, stops=None):
+        """initialize with the given colors and stops"""
+        # store stops
+        self.stops = stops
+        # set colors
+        self.set_color(colors)
+        # initialize
+        Colormap.__init__(self, "test", N)
+
+    def _init(self):
+        """generate the colormap from the given colors (used by ListedColormap)"""
+        assert self.init_colors is not None, (
+            "init_colors must be set before calling _init"
+        )
+        # convert to lab
+        lab_colors = convert_rgb2lab(self.init_colors)
+        # initialize new list
+        colors = []
+        # iterate over stops
+        stops = self.get_stops()
+        for j in range(len(self.init_colors) - 1):
+            # interpolate between stops in lab
+            for i in np.linspace(
+                stops[j], stops[j + 1], int(self.N / (len(stops) - 1))
+            ):
+                colors.append(lab_colors[j] * (1 - i) + i * lab_colors[j + 1])
+        # convert back to rgb
+        self.colors = convert_lab2rgb(colors)
+        # initialize a listed colormap
+        ListedColormap._init(self)  # ty:ignore[unresolved-attribute]
+
+    def __call__(self, value: float, *args, **kwargs):  # ty:ignore[invalid-method-override]
+        """get the color associated with the given value from the colormap"""
+        # get the color
+        result = Colormap.__call__(self, value, *args, **kwargs)
+        # add meta values to it
+        result = CmapColor(result)
+        result.setMeta(value, self)
+        # return the color
+        return result
+
+    def get_color(self) -> list | None:
+        """return all the colors"""
+        # return the colors
+        return self.init_colors
+
+    def set_color(self, color: Union[str, Sequence], index: Optional[int] = None):
+        """set a color to the given index"""
+        # update the color according to the index
+        if index is not None and self.init_colors is not None:
+            self.init_colors[index] = to_rgb(color)
+        # or update the whole list
+        else:
+            # ensure that the colors are rgb
+            self.init_colors = [to_rgb(c) for c in color]
+        # linearize the lightness
+        self.linearize_lightness()
+        # notify that we have to reinitialize the colormap
+        self._isinit = False
+
+    def get_stops(self) -> Sequence:
+        """return the stops"""
+        # get the stops
+        stops = self.stops
+        # if they are not defined, interpolate from 0 to 1
+        if stops is None:
+            assert self.init_colors is not None, "init_colors must be set"
+            stops = np.linspace(0, 1, len(self.init_colors))
+        # return the stops
+        return stops
+
+    def linearize_lightness(self):
+        """linearize the lightness of the colors in the colormap"""
+        assert self.init_colors is not None, "init_colors must be set"
+        # convert to lab
+        lab_colors = convert_rgb2lab(self.init_colors)
+        # define start and end lightness
+        lightness_start = lab_colors[0][0, 0, 0]
+        lichtness_end = lab_colors[-1][0, 0, 0]
+        # iterate over stops
+        stops = self.get_stops()
+        for j in range(1, len(stops) - 1):
+            # interpolate lightness value
+            lab_colors[j][0, 0, 0] = (
+                lightness_start * (1 - stops[j]) + stops[j] * lichtness_end
+            )
+        # convert back to rgb
+        self.init_colors = convert_lab2rgb(lab_colors)
diff --git a/pylustrator/parse_svg.py b/pylustrator/parse_svg.py
index 020c0fd..f93a910 100644
--- a/pylustrator/parse_svg.py
+++ b/pylustrator/parse_svg.py
@@ -1,732 +1,958 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-# parse_svg.py
-
-# Copyright (c) 2016-2020, Richard Gerum
-#
-# This file is part of Pylustrator.
-#
-# Pylustrator is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-#
-# Pylustrator is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
-
-from xml.dom import minidom
-import matplotlib.colors as mcolors
-import matplotlib.pyplot as plt
-import matplotlib.patches as mpatches
-import matplotlib.transforms as mtransforms
-import matplotlib.path as mpath
-from matplotlib.textpath import TextPath
-from matplotlib.font_manager import FontProperties
-import sys
-import numpy as np
-import re
-import io
-import base64
-import matplotlib.text
-from .arc2bez import arcToBezier
-
-
-def deform(base_trans: mtransforms.Transform, x: float, y: float, sx: float = 0, sy: float = 0):
-    """ apply an affine transformation to the given transformation """
-    return mtransforms.Affine2D([[x, sx, 0], [sy, y, 0], [0, 0, 1]]) + base_trans
-
-
-def parseTransformation(transform_text: str) -> mtransforms.Transform:
-    """ convert a transform string in the svg file to a matplotlib transformation """
-    base_trans = mtransforms.IdentityTransform()
-    if transform_text is None or transform_text == "":
-        return base_trans
-    transformations_list = re.findall(r"\w*\([-.,\d\s]*\)", transform_text)
-    for transform_text in transformations_list:
-        data = [float(s) for s in re.findall(r"[-.\d]+", transform_text)]
-        command = re.findall(r"^\w+", transform_text)[0]
-        if command == "translate":
-            try:
-                ox, oy = data
-            except ValueError:
-                ox, oy = data[0], data[0]
-            base_trans = mtransforms.Affine2D([[1, 0, ox], [0, 1, oy], [0, 0, 1]]) + base_trans
-        elif command == "rotate":
-            a = np.deg2rad(data[0])
-            ca, sa = np.cos(a), np.sin(a)
-            base_trans = mtransforms.Affine2D([[ca, -sa, 0], [sa, ca, 0], [0, 0, 1]]) + base_trans
-        elif command == "scale":
-            if len(data) >= 2:
-                x, y = data
-            else:
-                x, y = data[0], data[0]
-            base_trans = mtransforms.Affine2D([[x, 0, 0], [0, y, 0], [0, 0, 1]]) + base_trans
-        elif command == "skewX":
-            x, = data
-            x = np.tan(x*np.pi/180)
-            base_trans = mtransforms.Affine2D([[1, x, 0], [0, 1, 0], [0, 0, 1]]) + base_trans
-        elif command == "skewY":
-            y, = data
-            y = np.tan(y*np.pi/180)
-            base_trans = mtransforms.Affine2D([[1, 0, 0], [y, 1, 0], [0, 0, 1]]) + base_trans
-        elif command == "matrix":
-            x, sy, sx, y, ox, oy = data
-            base_trans = mtransforms.Affine2D([[x, sx, ox], [sy, y, oy], [0, 0, 1]]) + base_trans
-        else:
-            print("ERROR: unknown transformation", transform_text)
-    return base_trans
-
-
-def get_inline_style(node: minidom.Element, base_style: dict = None) -> dict:
-    """ update the basestyle with the style defined by the style property of the node """
-    style = {}
-    if base_style is not None:
-        style.update(base_style)
-    attribute_names = ["alignment-baseline", "baseline-shift", "clip-path", "clip-rule", "color", "color-interpolation", "color-interpolation-filters", "color-rendering", "cursor", "direction", "display", "dominant-baseline", "fill", "fill-opacity", "fill-rule", "filter", "flood-color", "flood-opacity", "font-family", "font-size", "font-size-adjust", "font-stretch", "font-style", "font-variant", "font-weight", "glyph-orientation-horizontal", "glyph-orientation-vertical", "image-rendering", "letter-spacing", "lighting-color", "marker-end", "marker-mid", "marker-start", "mask", "opacity", "overflow", "paint-order", "pointer-events", "shape-rendering", "stop-color", "stop-opacity", "stroke", "stroke-dasharray", "stroke-dashoffset", "stroke-linecap", "stroke-linejoin", "stroke-miterlimit", "stroke-opacity", "stroke-width", "text-anchor", "text-decoration", "text-overflow", "text-rendering", "unicode-bidi", "vector-effect", "visibility", "white-space", "word-spacing", "writing-mode"]
-    for name in attribute_names:
-        value = node.getAttribute(name)
-        if value != "":
-            style[name] = value
-
-    for element in node.getAttribute("style").split(";"):
-        if element == "":
-            continue
-        key, value = element.split(":", 1)
-        style[key] = value
-    return style
-
-
-def get_css_style(node: minidom.Element, css_list: list, base_style: dict) -> dict:
-    """ update the base_style with the style definitions from the stylesheet that are applicable to the node
-        defined by the classes or id of the node
-    """
-    style = {}
-    if base_style is not None:
-        style.update(base_style)
-    classes = node.getAttribute("class").split()
-    for css in css_list:
-        css_condition, css_style = css
-        if css_condition[0] == "." and css_condition[1:] in classes:
-            style.update(css_style)
-        elif css_condition[0] == "#" and css_condition[1:] == node.getAttribute("id"):
-            style.update(css_style)
-        elif css_condition == node.tagName:
-            style.update(css_style)
-    return style
-
-
-def apply_style(style: dict, patch: mpatches.Patch) -> dict:
-    """ apply the properties defined in style to the given patch """
-    fill_opacity = float(style.get("opacity", 1)) * float(style.get("fill-opacity", 1))
-    stroke_opacity = float(style.get("opacity", 1)) * float(style.get("stroke-opacity", 1))
-
-    def readColor(value):
-        try:
-            return mcolors.to_rgb(value)
-        except:
-            # matplotlib cannot handle html colors in the form #000
-            if len(value) == 4 and value[0] == "#":
-                return readColor("#"+value[1]*2+value[2]*2+value[3]*2)
-            raise
-
-    # matplotlib defaults differ
-    if "fill" not in style:
-        style["fill"] = "none"
-    if "stroke" not in style:
-        style["stroke"] = "none"
-
-    for key, value in style.items():
-        try:
-            if key == "opacity":
-                pass
-                #patch.set_alpha(float(value))
-            elif key == "fill":
-                if value == "none" or value == "transparent":
-                    patch.set_facecolor("none")
-                else:
-                    try:
-                        r, g, b = readColor(value)
-                        patch.set_facecolor((r, g, b, fill_opacity))
-                    except Exception as err:
-                        patch.set_facecolor("none")
-                        raise
-            elif key == "fill-opacity":
-                pass
-            elif key == "stroke":
-                if value == "none" or value == "transparent":
-                    patch.set_edgecolor("none")
-                else:
-                    try:
-                        r, g, b = readColor(value)
-                        patch.set_edgecolor((r, g, b, stroke_opacity))
-                    except Exception as err:
-                        patch.set_edgecolor("none")
-                        raise
-            elif key == "stroke-opacity":
-                pass
-            elif key == "stroke-dasharray":
-                if value != "none":
-                    offset = 0
-                    if isinstance(patch.get_linestyle(), tuple):
-                        offset, dashes = patch.get_linestyle()
-                    patch.set_linestyle((offset, [float(s)*4 for s in value.split(",")]))
-            elif key == "stroke-dashoffset":
-                dashes = [1, 0]
-                if isinstance(patch.get_linestyle(), tuple):
-                    offset, dashes = patch.get_linestyle()
-                patch.set_linestyle((float(value)*4, dashes))
-            elif key == "stroke-linecap":
-                if value == "square":
-                    value = "projecting"
-                patch.set_capstyle(value)
-            elif key == "stroke-linejoin":
-                patch.set_joinstyle(value)
-            elif key == "stroke-miterlimit":
-                pass  # unfortunately we cannot implement this in matplotlib
-            elif key == "stroke-width":
-                try:
-                    patch.set_linewidth(svgUnitToMpl(value))
-                except:
-                    pass
-            elif key == "stroke-linecap":
-                try:
-                    patch.set_dash_capstyle(value)
-                    patch.set_solid_capstyle(value)
-                except AttributeError:
-                    pass
-            elif key == "font-size":
-                pass
-            elif key == "font-weight":
-                pass
-            elif key == "font-style":
-                pass
-            elif key == "font-family":
-                pass
-            elif key == "font-variant":
-                pass
-            elif key == "font-stretch":
-                pass
-            elif key == "display":
-                pass
-            elif key == "text-anchor":
-                pass
-            else:
-                print("ERROR: unknown style key", key, file=sys.stderr)
-        except ValueError:
-            print("ERROR: could not set style", key, value, file=sys.stderr)
-    return style
-
-
-def font_properties_from_style(style: dict) -> FontProperties:
-    """ convert a style to a FontProperties object """
-    fp = FontProperties()
-    for key, value in style.items():
-        if key == "font-family":
-            fp.set_family(value)
-        if key == "font-size":
-            fp.set_size(svgUnitToMpl(value))
-        if key == "font-weight":
-            fp.set_weight(value)
-        if key == "font-style":
-            fp.set_style(value)
-        if key == "font-variant":
-            fp.set_variant(value)
-        if key == "font-stretch":
-            fp.set_stretch(value)
-    return fp
-
-
-def styleNoDisplay(style: dict) -> bool:
-    """ check whether the style defines not to display the element """
-    return style.get("display", "inline") == "none" or \
-            style.get("visibility", "visible") == "hidden" or \
-            style.get("visibility", "visible") == "collapse"
-
-
-def plt_patch(node: minidom.Element, trans_parent_trans: mtransforms.Transform, style: dict, constructor: callable, ids: dict, no_draw: bool = False) -> mpatches.Patch:
-    """ add a node to the figure by calling the provided constructor """
-    trans_node = parseTransformation(node.getAttribute("transform"))
-    style = get_inline_style(node, get_css_style(node, ids["css"], style))
-
-    patch = constructor(node, trans_node + trans_parent_trans + plt.gca().transData, style, ids)
-    if not isinstance(patch, list):
-        patch = [patch]
-
-    for p in patch:
-        if not getattr(p, "is_marker", False):
-            style = apply_style(style, p)
-            p.style = style
-            #p.set_transform(p.get_transform() + plt.gca().transData)
-        p.trans_parent = trans_parent_trans
-        p.trans_node = parseTransformation(node.getAttribute("transform"))
-
-        if not no_draw and not styleNoDisplay(style):
-                plt.gca().add_patch(p)
-    if node.getAttribute("id") != "":
-        ids[node.getAttribute("id")] = patch
-    return patch
-
-
-def clone_patch(patch: mpatches.Patch) -> mpatches.Patch:
-    """ clone a patch element with the same properties as the given patch """
-    if isinstance(patch, mpatches.Rectangle):
-        return mpatches.Rectangle(xy=patch.get_xy(),
-                                  width=patch.get_width(),
-                                  height=patch.get_height())
-    if isinstance(patch, mpatches.Circle):
-        return mpatches.Circle(xy=patch.get_xy(),
-                               radius=patch.get_radius())
-    if isinstance(patch, mpatches.Ellipse):
-        return mpatches.Ellipse(xy=patch.get_xy(),
-                                width=patch.get_width(),
-                                height=patch.get_height())
-    if isinstance(patch, mpatches.PathPatch):
-        return mpatches.PathPatch(patch.get_path())
-
-
-def patch_rect(node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict) -> mpatches.Rectangle:
-    """ draw a svg rectangle node as a rectangle patch element into the figure (with the given transformation and style) """
-    if node.getAttribute("d") != "":
-        return patch_path(node, trans, style, ids)
-    if node.getAttribute("ry") != "" and node.getAttribute("ry") != 0:
-        return mpatches.FancyBboxPatch(xy=(float(node.getAttribute("x")), float(node.getAttribute("y"))),
-                                       width=float(node.getAttribute("width")),
-                                       height=float(node.getAttribute("height")),
-                                       boxstyle=mpatches.BoxStyle.Round(0, float(node.getAttribute("ry"))),
-                                       transform=trans)
-    return mpatches.Rectangle(xy=(float(node.getAttribute("x")), float(node.getAttribute("y"))),
-                              width=float(node.getAttribute("width")),
-                              height=float(node.getAttribute("height")),
-                              transform=trans)
-
-
-def patch_ellipse(node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict) -> mpatches.Ellipse:
-    """ draw a svg ellipse node as a ellipse patch element into the figure (with the given transformation and style) """
-    if node.getAttribute("d") != "":
-        return patch_path(node, trans, style, ids)
-    return mpatches.Ellipse(xy=(float(node.getAttribute("cx")), float(node.getAttribute("cy"))),
-                            width=float(node.getAttribute("rx"))*2,
-                            height=float(node.getAttribute("ry"))*2,
-                            transform=trans)
-
-
-def patch_circle(node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict) -> mpatches.Circle:
-    """ draw a svg circle node as a circle patch element into the figure (with the given transformation and style) """
-    if node.getAttribute("d") != "":
-        return patch_path(node, trans, style, ids)
-    return mpatches.Circle(xy=(float(node.getAttribute("cx")), float(node.getAttribute("cy"))),
-                           radius=float(node.getAttribute("r")),
-                           transform=trans)
-
-
-def plt_draw_text(node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict, no_draw: bool = False):
-    """ draw a svg text node as a text patch element into the figure (with the given transformation and style) """
-    trans = parseTransformation(node.getAttribute("transform")) + trans + plt.gca().transData
-    trans = mtransforms.Affine2D([[1, 0, 0], [0, -1, 0], [0, 0, 1]]) + trans
-    if node.getAttribute("x") != "":
-        pos = np.array([svgUnitToMpl(node.getAttribute("x")), -svgUnitToMpl(node.getAttribute("y"))])
-    else:
-        pos = np.array([0, 0])
-
-    style = get_inline_style(node, get_css_style(node, ids["css"], style))
-
-    dx = node.getAttribute("dx") or "0"
-    dy = node.getAttribute("dy") or "0"
-
-    text_content = ""
-    patch_list = []
-    for child in node.childNodes:
-        if not isinstance(child, minidom.Element):
-            partial_content = child.data
-            pos_child = pos.copy()
-
-            pos_child[0] += svgUnitToMpl(dx)
-            pos_child[1] -= svgUnitToMpl(dy)
-            style_child = style
-            part_id = ""
-        else:
-            part_id = node.getAttribute("id")
-            if child.firstChild is None:
-                continue
-            partial_content = child.firstChild.nodeValue
-            style_child = get_inline_style(child, get_css_style(child, ids["css"], style))
-            pos_child = pos.copy()
-            if child.getAttribute("x") != "":
-                pos_child = np.array([svgUnitToMpl(child.getAttribute("x")), -svgUnitToMpl(child.getAttribute("y"))])
-            if child.getAttribute("dx") != "":
-                pos_child[0] += svgUnitToMpl(child.getAttribute("dx"))
-            if child.getAttribute("dy") != "":
-                pos_child[1] -= svgUnitToMpl(child.getAttribute("dy"))
-
-            text_content += partial_content
-            path1 = TextPath(pos_child,
-                             partial_content,
-                             prop=font_properties_from_style(style_child))
-            patch = mpatches.PathPatch(path1, transform=trans)
-
-            apply_style(style_child, patch)
-            if not no_draw and not styleNoDisplay(style_child):
-                plt.gca().add_patch(patch)
-            if part_id != "":
-                ids[part_id] = patch
-            patch_list.append(patch)
-
-    if node.getAttribute("id") != "":
-        ids[node.getAttribute("id")] = patch_list
-
-
-def patch_path(node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict) -> list:
-    """ draw a path svg node by using a matplotlib path patch (with the given transform and style) """
-
-
-    start_pos = None
-    command = None
-    verts = []
-    codes = []
-    angles = []
-
-    current_pos = np.array([0, 0])
-
-    elements = [a[0] for a in re.findall(r'(([-+]?\d*\.?\d+(?:e[-+]?\d*\.?\d+)?)|\w)', node.getAttribute("d"))]
-    elements.reverse()
-
-    def popPos():
-        pos = np.array([float(elements.pop()), float(elements.pop())])
-        if not absolute:
-            pos += current_pos
-        return pos
-
-    def popValue(count=None):
-        if count is None:
-            return float(elements.pop())
-        else:
-            return [float(elements.pop()) for i in range(count)]
-
-    def addPathElement(type, *positions, no_angle=False):
-        for pos in positions:
-            verts.append(pos)
-            codes.append(type)
-
-        def vec2angle(vec):
-            return np.arctan2(vec[1], vec[0])
-
-        if not no_angle:
-            n = len(positions)
-            angles[-1].append(vec2angle(verts[-n] - verts[-n-1]))
-            for i in range(n-1):
-                angles.append([])
-            angles.append([vec2angle(verts[-1] - verts[-2])])
-        else:
-            angles.append([])
-        return positions[-1]
-
-    i = len(elements)
-    while elements:
-        # if things go wrong for some reason prevent endless loops
-        i -= 1
-        if i <= 0:
-            break
-        if 'A' <= elements[-1] <= 'z':
-            last_command = command
-            command = elements.pop()
-            absolute = command.isupper()
-            command = command.lower()
-
-        # moveto
-        if command == "m":
-            current_pos = addPathElement(mpath.Path.MOVETO, popPos(), no_angle=True)
-            start_pos = current_pos
-
-            command = "l"
-        # close
-        elif command == "z":
-            # Close path
-            current_pos = addPathElement(mpath.Path.CLOSEPOLY, start_pos, no_angle=True)
-
-            start_pos = None
-            command = None  # You can't have implicit commands after closing.
-        # lineto
-        elif command == 'l':
-            current_pos = addPathElement(mpath.Path.LINETO, popPos())
-
-        # horizontal lineto
-        elif command == 'h':
-            current_pos = addPathElement(mpath.Path.LINETO,
-                                         np.array([popValue()+current_pos[0]*(1-absolute), current_pos[1]]))
-        # vertical lineto
-        elif command == 'v':
-            current_pos = addPathElement(mpath.Path.LINETO,
-                                         np.array([current_pos[0], popValue() + current_pos[1] * (1 - absolute)]))
-        # cubic bezier curveto
-        elif command == 'c':
-            current_pos = addPathElement(mpath.Path.CURVE4, popPos(), popPos(), popPos())
-
-        # smooth cubic bezier curveto
-        elif command == 's':
-            # Smooth curve. First control point is the "reflection" of
-            # the second control point in the previous path.
-
-            if last_command not in 'cs':
-                # If there is no previous command or if the previous command
-                # was not an C, c, S or s, assume the first control point is
-                # coincident with the current point.
-                control1 = current_pos
-            else:
-                # The first control point is assumed to be the reflection of
-                # the second control point on the previous command relative
-                # to the current point.
-                control1 = current_pos + (current_pos - verts[-2])
-
-            current_pos = addPathElement(mpath.Path.CURVE4, control1, popPos(), popPos())
-
-        # quadratic bezier curveto
-        elif command == 'q':
-            current_pos = addPathElement(mpath.Path.CURVE3, popPos(), popPos())
-
-        # smooth quadratic bezier curveto
-        elif command == 't':
-            # Smooth curve. Control point is the "reflection" of
-            # the second control point in the previous path.
-
-            if last_command not in 'qt':
-                # If there is no previous command or if the previous command
-                # was not an Q, q, T or t, assume the first control point is
-                # coincident with the current point.
-                control1 = current_pos
-            else:
-                # The control point is assumed to be the reflection of
-                # the control point on the previous command relative
-                # to the current point.
-                control1 = current_pos + (current_pos - verts[-2])
-            current_pos = addPathElement(mpath.Path.CURVE3, control1, popPos())
-
-        # elliptical arc
-        elif command == 'a':
-            radius1, radius2, rotation, arc, sweep = popValue(5)
-            end = popPos()
-
-            current_pos = addPathElement(mpath.Path.CURVE4, *arcToBezier(current_pos, end, radius1, radius2, rotation, arc, sweep))
-
-    # average angles when a point has more than one line
-    for i in range(len(angles)):
-        if len(angles[i]) == 1:
-            angles[i] = angles[i][0]
-        else:
-            angles[i] = np.arctan2(np.mean(np.sin(angles[i])), np.mean(np.cos(angles[i])))
-
-    def addMarker(i, name):
-        marker_style, patches = ids[name]
-        def add_list_elements(element):
-            if isinstance(element, list):
-                for e in element:
-                    add_list_elements(e)
-            else:
-                parent_patch = element
-                patch = clone_patch(parent_patch)
-                apply_style(parent_patch.style, patch)
-
-                a = angles[i]
-                ca, sa = np.cos(a), np.sin(a)
-                ox, oy = verts[i]
-                trans2 = parent_patch.trans_node + mtransforms.Affine2D([[ca, -sa, ox], [sa, ca, oy], [0, 0, 1]]) + parent_patch.trans_parent + trans#+ plt.gca().transAxes
-                if marker_style.get("markerUnits", "strokeWidth") == "strokeWidth":
-                    s = svgUnitToMpl(style["stroke-width"])
-                    trans2 = mtransforms.Affine2D([[s, 0, 0], [0, s, 0], [0, 0, 1]]) + trans2
-                patch.set_transform(trans2)
-                patch.is_marker = True
-                patch_list.append(patch)
-        add_list_elements(patches)
-
-    patch_list = []
-
-    if len(verts) == 0:
-        return patch_list
-    path = mpath.Path(verts, codes)
-    patch_list.append(mpatches.PathPatch(path, transform=trans))
-
-    if style.get("marker-start"):
-        if style.get("marker-start").startswith("url(#"):
-            name = style.get("marker-start")[len("url(#"):-1]
-            if name in ids:
-                addMarker(0, name)
-    if style.get("marker-mid"):
-        if style.get("marker-mid").startswith("url(#"):
-            name = style.get("marker-mid")[len("url(#"):-1]
-            if name in ids:
-                for i in range(1, len(angles)-1):
-                    addMarker(i, name)
-    if style.get("marker-end"):
-        if style.get("marker-end").startswith("url(#"):
-            name = style.get("marker-end")[len("url(#"):-1]
-            if name in ids:
-                addMarker(len(angles)-1, name)
-
-    return patch_list
-
-
-def svgUnitToMpl(unit: str, default=None) -> float:
-    """ convert a unit text to svg pixels """
-    import re
-    if unit == "":
-        return default
-    match = re.match(r"^([-.\d]*)(\w*).*$", unit)
-    if match:
-        value, unit = match.groups()
-        value = float(value)
-        if unit == "pt":
-            value *= plt.gcf().dpi / 72
-        elif unit == "pc":
-            value *= plt.gcf().dpi / 6
-        elif unit == "in":
-            value *= plt.gcf().dpi
-        elif unit == "px":
-            pass
-        elif unit == "cm":
-            value *= plt.gcf().dpi / 2.5
-        elif unit == "mm":
-            value *= plt.gcf().dpi / 25
-        return value
-
-
-def openImageFromLink(link: str) -> np.ndarray:
-    """ load an embedded image file or an externally liked image file"""
-    if link.startswith("file:///"):
-        return plt.imread(link[len("file:///"):])
-    else:
-        type, data = re.match(r"data:image/(\w*);base64,(.*)", link).groups()
-
-        data = base64.decodebytes(bytes(data, "utf-8"))
-
-        buf = io.BytesIO()
-        buf.write(data)
-        buf.seek(0)
-        im = plt.imread(buf, format=type)
-        buf.close()
-        return im
-
-
-def parseStyleSheet(text: str) -> list:
-    """ parse a style sheet text """
-    # remove line comments
-    text = re.sub("//.*?\n", "", text)
-    # remove multiline comments
-    text = text.replace("\n", " ")
-    text = re.sub(r"/\*.*?\*/", "", text)
-    text = re.sub(r"/\*.*?\*/", "", text)
-
-    style_definitions = []
-    styles = re.findall("[^}]*{[^}]*}", text)
-    for style in styles:
-        condition, main = style.split("{", 1)
-        parts = [part.strip().split(":", 1) for part in main[:-1].split(";") if part.strip() != ""]
-        style_dict = {k: v.strip() for k, v in parts}
-        for cond in condition.split(","):
-            style_definitions.append([cond.strip(), style_dict])
-    return style_definitions
-
-
-def parseGroup(node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict, no_draw: bool = False) -> list:
-    """ parse the children of a group node with the inherited transformation and style """
-    trans = parseTransformation(node.getAttribute("transform")) + trans
-    style = get_inline_style(node, style)
-
-    patch_list = []
-    for child in node.childNodes:
-        if child.nodeType == child.TEXT_NODE or child.nodeType == child.COMMENT_NODE:
-            continue
-        if child.tagName == "style":
-            for childchild in child.childNodes:
-                if childchild.nodeType == childchild.CDATA_SECTION_NODE:
-                    ids["css"].extend(parseStyleSheet(childchild.wholeText))
-        elif child.tagName == "rect":
-            patch_list.append(plt_patch(child, trans, style, patch_rect, ids, no_draw=no_draw))
-        elif child.tagName == "ellipse":
-            patch_list.append(plt_patch(child, trans, style, patch_ellipse, ids, no_draw=no_draw))
-        elif child.tagName == "circle":
-            patch_list.append(plt_patch(child, trans, style, patch_circle, ids, no_draw=no_draw))
-        elif child.tagName == "path":
-            patch_list.append(plt_patch(child, trans, style, patch_path, ids, no_draw=no_draw))
-        elif child.tagName == "polygon":
-            # matplotlib has a designated polygon patch, but it is easier to just convert it to a path
-            child.setAttribute("d", "M " + child.getAttribute("points") + " Z")
-            patch_list.append(plt_patch(child, trans, style, patch_path, ids, no_draw=no_draw))
-        elif child.tagName == "polyline":
-            child.setAttribute("d", "M " + child.getAttribute("points"))
-            patch_list.append(plt_patch(child, trans, style, patch_path, ids, no_draw=no_draw))
-        elif child.tagName == "line":
-            child.setAttribute("d", "M " + child.getAttribute("x1") + "," + child.getAttribute("y1") + " " + child.getAttribute("x2") + "," + child.getAttribute("y2"))
-            patch_list.append(plt_patch(child, trans, style, patch_path, ids, no_draw=no_draw))
-        elif child.tagName == "g":
-            patch_list.append(parseGroup(child, trans, style, ids, no_draw=(no_draw or styleNoDisplay(style))))
-        elif child.tagName == "text":
-            patch_list.append(plt_draw_text(child, trans, style, ids, no_draw=no_draw))
-        elif child.tagName == "defs":
-            patch_list.append(parseGroup(child, trans, style, ids, no_draw=True))
-        elif child.tagName == "clipPath":
-            patch_list.append(parseGroup(child, trans, style, ids, no_draw=True))
-        elif child.tagName == "symbol":
-            patch_list.append(parseGroup(child, trans, style, ids, no_draw=True))
-        elif child.tagName == "marker":
-            patch_list.append(parseGroup(child, trans, style, ids, no_draw=True))
-        elif child.tagName == "sodipodi:namedview":
-            pass  # used for some inkscape metadata
-        elif child.tagName == "image":
-            link = child.getAttribute("xlink:href")
-            im = openImageFromLink(link)
-            if no_draw is False:
-                if child.getAttribute("x") != "":
-                    im_patch = plt.imshow(im[::-1], extent=[svgUnitToMpl(child.getAttribute("x")), svgUnitToMpl(child.getAttribute("x")) + svgUnitToMpl(child.getAttribute("width")),
-                                                            svgUnitToMpl(child.getAttribute("y")), svgUnitToMpl(child.getAttribute("y")) + svgUnitToMpl(child.getAttribute("height")),
-                                                            ], zorder=1)
-                else:
-                    pass#im_patch = plt.imshow(im[::-1], zorder=1)
-                #patch_list.append(im_patch)
-        elif child.tagName == "metadata":
-            pass  # we do not have to draw metadata
-        else:
-            print("Unknown tag", child.tagName, file=sys.stderr)
-
-    if node.getAttribute("id") != "":
-        ids[node.getAttribute("id")] = [style, patch_list]
-
-    return patch_list
-
-
-def svgread(filename: str):
-    """ read an SVG file """
-    doc = minidom.parse(filename)
-
-    svg = doc.getElementsByTagName("svg")[0]
-    try:
-        x1, y1, x2, y2 = [svgUnitToMpl(s.strip()) for s in svg.getAttribute("viewBox").split()]
-        width, height = (x2 - x1)/plt.gcf().dpi, (y2 - y1)/plt.gcf().dpi
-        if max([width, height]) > 8:
-            f = 8/max([width, height])
-            plt.gcf().set_size_inches(width*f, height*f)
-        else:
-            plt.gcf().set_size_inches(width, height)
-    except ValueError:
-        width = svgUnitToMpl(svg.getAttribute("width"), default=100)
-        height = svgUnitToMpl(svg.getAttribute("height"), default=100)
-        x1, y1, x2, y2 = 0, 0, width, height
-        width /= plt.gcf().dpi
-        height /= plt.gcf().dpi
-        if max([width, height]) > 8:
-            f = 8/max([width, height])
-            plt.gcf().set_size_inches(width*f, height*f)
-        else:
-            plt.gcf().set_size_inches(width, height)
-    ax = plt.axes([0, 0, 1, 1], label=filename, frameon=False)
-    plt.xticks([])
-    plt.yticks([])
-    for spine in ["left", "right", "top", "bottom"]:
-        ax.spines[spine].set_visible(False)
-    plt.xlim(x1, x2)
-    plt.ylim(y2, y1)
-
-    parseGroup(doc.getElementsByTagName("svg")[0], mtransforms.IdentityTransform(), {}, {"css": []})
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+# parse_svg.py
+
+# Copyright (c) 2016-2020, Richard Gerum
+#
+# This file is part of Pylustrator.
+#
+# Pylustrator is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# Pylustrator is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
+
+from xml.dom import minidom
+from typing import Callable
+import matplotlib.colors as mcolors
+import matplotlib.pyplot as plt
+import matplotlib.patches as mpatches
+import matplotlib.transforms as mtransforms
+import matplotlib.path as mpath
+from matplotlib.textpath import TextPath
+from matplotlib.font_manager import FontProperties
+import sys
+import numpy as np
+import re
+import io
+import base64
+from .arc2bez import arcToBezier
+
+
+def deform(
+    base_trans: mtransforms.Transform, x: float, y: float, sx: float = 0, sy: float = 0
+):
+    """apply an affine transformation to the given transformation"""
+    return mtransforms.Affine2D([[x, sx, 0], [sy, y, 0], [0, 0, 1]]) + base_trans
+
+
+def parseTransformation(transform_text: str) -> mtransforms.Transform:
+    """convert a transform string in the svg file to a matplotlib transformation"""
+    base_trans = mtransforms.IdentityTransform()
+    if transform_text is None or transform_text == "":
+        return base_trans
+    transformations_list = re.findall(r"\w*\([-.,\d\s]*\)", transform_text)
+    for transform_text in transformations_list:
+        data = [float(s) for s in re.findall(r"[-.\d]+", transform_text)]
+        command = re.findall(r"^\w+", transform_text)[0]
+        if command == "translate":
+            try:
+                ox, oy = data
+            except ValueError:
+                ox, oy = data[0], data[0]
+            base_trans = (
+                mtransforms.Affine2D([[1, 0, ox], [0, 1, oy], [0, 0, 1]]) + base_trans
+            )
+        elif command == "rotate":
+            a = np.deg2rad(data[0])
+            ca, sa = np.cos(a), np.sin(a)
+            base_trans = (
+                mtransforms.Affine2D([[ca, -sa, 0], [sa, ca, 0], [0, 0, 1]])
+                + base_trans
+            )
+        elif command == "scale":
+            if len(data) >= 2:
+                x, y = data
+            else:
+                x, y = data[0], data[0]
+            base_trans = (
+                mtransforms.Affine2D([[x, 0, 0], [0, y, 0], [0, 0, 1]]) + base_trans
+            )
+        elif command == "skewX":
+            (x,) = data
+            x = np.tan(x * np.pi / 180)
+            base_trans = (
+                mtransforms.Affine2D([[1, x, 0], [0, 1, 0], [0, 0, 1]]) + base_trans
+            )
+        elif command == "skewY":
+            (y,) = data
+            y = np.tan(y * np.pi / 180)
+            base_trans = (
+                mtransforms.Affine2D([[1, 0, 0], [y, 1, 0], [0, 0, 1]]) + base_trans
+            )
+        elif command == "matrix":
+            x, sy, sx, y, ox, oy = data
+            base_trans = (
+                mtransforms.Affine2D([[x, sx, ox], [sy, y, oy], [0, 0, 1]]) + base_trans
+            )
+        else:
+            print("ERROR: unknown transformation", transform_text)
+    return base_trans
+
+
+def get_inline_style(node: minidom.Element, base_style: dict | None = None) -> dict:
+    """update the basestyle with the style defined by the style property of the node"""
+    style = {}
+    if base_style is not None:
+        style.update(base_style)
+    attribute_names = [
+        "alignment-baseline",
+        "baseline-shift",
+        "clip-path",
+        "clip-rule",
+        "color",
+        "color-interpolation",
+        "color-interpolation-filters",
+        "color-rendering",
+        "cursor",
+        "direction",
+        "display",
+        "dominant-baseline",
+        "fill",
+        "fill-opacity",
+        "fill-rule",
+        "filter",
+        "flood-color",
+        "flood-opacity",
+        "font-family",
+        "font-size",
+        "font-size-adjust",
+        "font-stretch",
+        "font-style",
+        "font-variant",
+        "font-weight",
+        "glyph-orientation-horizontal",
+        "glyph-orientation-vertical",
+        "image-rendering",
+        "letter-spacing",
+        "lighting-color",
+        "marker-end",
+        "marker-mid",
+        "marker-start",
+        "mask",
+        "opacity",
+        "overflow",
+        "paint-order",
+        "pointer-events",
+        "shape-rendering",
+        "stop-color",
+        "stop-opacity",
+        "stroke",
+        "stroke-dasharray",
+        "stroke-dashoffset",
+        "stroke-linecap",
+        "stroke-linejoin",
+        "stroke-miterlimit",
+        "stroke-opacity",
+        "stroke-width",
+        "text-anchor",
+        "text-decoration",
+        "text-overflow",
+        "text-rendering",
+        "unicode-bidi",
+        "vector-effect",
+        "visibility",
+        "white-space",
+        "word-spacing",
+        "writing-mode",
+    ]
+    for name in attribute_names:
+        value = node.getAttribute(name)
+        if value != "":
+            style[name] = value
+
+    for element in node.getAttribute("style").split(";"):
+        if element == "":
+            continue
+        key, value = element.split(":", 1)
+        style[key] = value
+    return style
+
+
+def get_css_style(node: minidom.Element, css_list: list, base_style: dict) -> dict:
+    """update the base_style with the style definitions from the stylesheet that are applicable to the node
+    defined by the classes or id of the node
+    """
+    style = {}
+    if base_style is not None:
+        style.update(base_style)
+    classes = node.getAttribute("class").split()
+    for css in css_list:
+        css_condition, css_style = css
+        if css_condition[0] == "." and css_condition[1:] in classes:
+            style.update(css_style)
+        elif css_condition[0] == "#" and css_condition[1:] == node.getAttribute("id"):
+            style.update(css_style)
+        elif css_condition == node.tagName:
+            style.update(css_style)
+    return style
+
+
+def apply_style(style: dict, patch: mpatches.Patch) -> dict:
+    """apply the properties defined in style to the given patch"""
+    fill_opacity = float(style.get("opacity", 1)) * float(style.get("fill-opacity", 1))
+    stroke_opacity = float(style.get("opacity", 1)) * float(
+        style.get("stroke-opacity", 1)
+    )
+
+    def readColor(value):
+        try:
+            return mcolors.to_rgb(value)
+        except:
+            # matplotlib cannot handle html colors in the form #000
+            if len(value) == 4 and value[0] == "#":
+                return readColor("#" + value[1] * 2 + value[2] * 2 + value[3] * 2)
+            raise
+
+    # matplotlib defaults differ
+    if "fill" not in style:
+        style["fill"] = "none"
+    if "stroke" not in style:
+        style["stroke"] = "none"
+
+    for key, value in style.items():
+        try:
+            if key == "opacity":
+                pass
+                # patch.set_alpha(float(value))
+            elif key == "fill":
+                if value == "none" or value == "transparent":
+                    patch.set_facecolor("none")
+                else:
+                    try:
+                        r, g, b = readColor(value)
+                        patch.set_facecolor((r, g, b, fill_opacity))
+                    except Exception:
+                        patch.set_facecolor("none")
+                        raise
+            elif key == "fill-opacity":
+                pass
+            elif key == "stroke":
+                if value == "none" or value == "transparent":
+                    patch.set_edgecolor("none")
+                else:
+                    try:
+                        r, g, b = readColor(value)
+                        patch.set_edgecolor((r, g, b, stroke_opacity))
+                    except Exception:
+                        patch.set_edgecolor("none")
+                        raise
+            elif key == "stroke-opacity":
+                pass
+            elif key == "stroke-dasharray":
+                if value != "none":
+                    offset = 0
+                    if isinstance(patch.get_linestyle(), tuple):
+                        offset, dashes = patch.get_linestyle()
+                    patch.set_linestyle(
+                        (offset, [float(s) * 4 for s in value.split(",")])
+                    )
+            elif key == "stroke-dashoffset":
+                dashes = [1, 0]
+                if isinstance(patch.get_linestyle(), tuple):
+                    offset, dashes = patch.get_linestyle()
+                patch.set_linestyle((float(value) * 4, dashes))
+            elif key == "stroke-linecap":
+                if value == "square":
+                    value = "projecting"
+                patch.set_capstyle(value)
+            elif key == "stroke-linejoin":
+                patch.set_joinstyle(value)
+            elif key == "stroke-miterlimit":
+                pass  # unfortunately we cannot implement this in matplotlib
+            elif key == "stroke-width":
+                try:
+                    patch.set_linewidth(svgUnitToMpl(value))
+                except AttributeError:
+                    pass
+            elif key == "stroke-linecap":
+                try:
+                    patch.set_dash_capstyle(value)  # ty:ignore[unresolved-attribute]
+                    patch.set_solid_capstyle(value)  # ty:ignore[unresolved-attribute]
+                except AttributeError:
+                    pass
+            elif key == "font-size":
+                pass
+            elif key == "font-weight":
+                pass
+            elif key == "font-style":
+                pass
+            elif key == "font-family":
+                pass
+            elif key == "font-variant":
+                pass
+            elif key == "font-stretch":
+                pass
+            elif key == "display":
+                pass
+            elif key == "text-anchor":
+                pass
+            else:
+                print("ERROR: unknown style key", key, file=sys.stderr)
+        except ValueError:
+            print("ERROR: could not set style", key, value, file=sys.stderr)
+    return style
+
+
+def font_properties_from_style(style: dict) -> FontProperties:
+    """convert a style to a FontProperties object"""
+    fp = FontProperties()
+    for key, value in style.items():
+        if key == "font-family":
+            fp.set_family(value)
+        if key == "font-size":
+            fp.set_size(svgUnitToMpl(value))
+        if key == "font-weight":
+            fp.set_weight(value)
+        if key == "font-style":
+            fp.set_style(value)
+        if key == "font-variant":
+            fp.set_variant(value)
+        if key == "font-stretch":
+            fp.set_stretch(value)
+    return fp
+
+
+def styleNoDisplay(style: dict) -> bool:
+    """check whether the style defines not to display the element"""
+    return (
+        style.get("display", "inline") == "none"
+        or style.get("visibility", "visible") == "hidden"
+        or style.get("visibility", "visible") == "collapse"
+    )
+
+
+def plt_patch(
+    node: minidom.Element,
+    trans_parent_trans: mtransforms.Transform,
+    style: dict,
+    constructor: Callable,
+    ids: dict,
+    no_draw: bool = False,
+) -> list[mpatches.Patch]:
+    """add a node to the figure by calling the provided constructor"""
+    trans_node = parseTransformation(node.getAttribute("transform"))
+    style = get_inline_style(node, get_css_style(node, ids["css"], style))
+
+    patch = constructor(
+        node, trans_node + trans_parent_trans + plt.gca().transData, style, ids
+    )
+    if not isinstance(patch, list):
+        patch = [patch]
+
+    for p in patch:
+        if not getattr(p, "is_marker", False):
+            style = apply_style(style, p)
+            p.style = style
+            # p.set_transform(p.get_transform() + plt.gca().transData)
+        p.trans_parent = trans_parent_trans
+        p.trans_node = parseTransformation(node.getAttribute("transform"))
+
+        if not no_draw and not styleNoDisplay(style):
+            plt.gca().add_patch(p)
+    if node.getAttribute("id") != "":
+        ids[node.getAttribute("id")] = patch
+    return patch
+
+
+def clone_patch(patch: mpatches.Patch) -> mpatches.Patch:
+    """clone a patch element with the same properties as the given patch"""
+    if isinstance(patch, mpatches.Rectangle):
+        return mpatches.Rectangle(
+            xy=patch.get_xy(), width=patch.get_width(), height=patch.get_height()
+        )
+    if isinstance(patch, mpatches.Circle):
+        return mpatches.Circle(xy=patch.center, radius=patch.get_radius())  # ty:ignore[invalid-argument-type] - matplotlib stubs incorrectly type center as float
+    if isinstance(patch, mpatches.Ellipse):
+        return mpatches.Ellipse(
+            xy=patch.center,  # ty:ignore[invalid-argument-type] - matplotlib stubs incorrectly type center as float
+            width=patch.get_width(),
+            height=patch.get_height(),
+        )
+    if isinstance(patch, mpatches.PathPatch):
+        return mpatches.PathPatch(patch.get_path())
+    raise TypeError("unknown patch type")
+
+
+def patch_rect(
+    node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict
+) -> mpatches.Patch | list[mpatches.Patch]:
+    """draw a svg rectangle node as a rectangle patch element into the figure (with the given transformation and style)"""
+    if node.getAttribute("d") != "":
+        return patch_path(node, trans, style, ids)
+    if node.getAttribute("ry") != "" and node.getAttribute("ry") != 0:
+        return mpatches.FancyBboxPatch(
+            xy=(float(node.getAttribute("x")), float(node.getAttribute("y"))),
+            width=float(node.getAttribute("width")),
+            height=float(node.getAttribute("height")),
+            boxstyle=mpatches.BoxStyle.Round(
+                0, rounding_size=float(node.getAttribute("ry"))
+            ),
+            transform=trans,
+        )
+    return mpatches.Rectangle(
+        xy=(float(node.getAttribute("x")), float(node.getAttribute("y"))),
+        width=float(node.getAttribute("width")),
+        height=float(node.getAttribute("height")),
+        transform=trans,
+    )
+
+
+def patch_ellipse(
+    node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict
+) -> mpatches.Patch | list[mpatches.Patch]:
+    """draw a svg ellipse node as a ellipse patch element into the figure (with the given transformation and style)"""
+    if node.getAttribute("d") != "":
+        return patch_path(node, trans, style, ids)
+    return mpatches.Ellipse(
+        xy=(float(node.getAttribute("cx")), float(node.getAttribute("cy"))),
+        width=float(node.getAttribute("rx")) * 2,
+        height=float(node.getAttribute("ry")) * 2,
+        transform=trans,
+    )
+
+
+def patch_circle(
+    node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict
+) -> mpatches.Patch | list[mpatches.Patch]:
+    """draw a svg circle node as a circle patch element into the figure (with the given transformation and style)"""
+    if node.getAttribute("d") != "":
+        return patch_path(node, trans, style, ids)
+    return mpatches.Circle(
+        xy=(float(node.getAttribute("cx")), float(node.getAttribute("cy"))),
+        radius=float(node.getAttribute("r")),
+        transform=trans,
+    )
+
+
+def plt_draw_text(
+    node: minidom.Element,
+    trans: mtransforms.Transform,
+    style: dict,
+    ids: dict,
+    no_draw: bool = False,
+):
+    """draw a svg text node as a text patch element into the figure (with the given transformation and style)"""
+    trans = (
+        parseTransformation(node.getAttribute("transform"))
+        + trans
+        + plt.gca().transData
+    )
+    trans = mtransforms.Affine2D([[1, 0, 0], [0, -1, 0], [0, 0, 1]]) + trans
+    if node.getAttribute("x") != "":
+        pos = np.array(
+            [
+                svgUnitToMpl(node.getAttribute("x")),
+                -svgUnitToMpl(node.getAttribute("y")),
+            ]
+        )
+    else:
+        pos = np.array([0, 0])
+
+    style = get_inline_style(node, get_css_style(node, ids["css"], style))
+
+    dx = node.getAttribute("dx") or "0"
+    dy = node.getAttribute("dy") or "0"
+
+    text_content = ""
+    patch_list = []
+    for child in node.childNodes:
+        if not isinstance(child, minidom.Element):
+            partial_content = child.data
+            pos_child = pos.copy()
+
+            pos_child[0] += svgUnitToMpl(dx)
+            pos_child[1] -= svgUnitToMpl(dy)
+            style_child = style
+            part_id = ""
+        else:
+            part_id = node.getAttribute("id")
+            if child.firstChild is None:
+                continue
+            partial_content = child.firstChild.nodeValue or ""
+            style_child = get_inline_style(
+                child, get_css_style(child, ids["css"], style)
+            )
+            pos_child = pos.copy()
+            if child.getAttribute("x") != "":
+                pos_child = np.array(
+                    [
+                        svgUnitToMpl(child.getAttribute("x")),
+                        -svgUnitToMpl(child.getAttribute("y")),
+                    ]
+                )
+            if child.getAttribute("dx") != "":
+                pos_child[0] += svgUnitToMpl(child.getAttribute("dx"))
+            if child.getAttribute("dy") != "":
+                pos_child[1] -= svgUnitToMpl(child.getAttribute("dy"))
+
+            text_content += partial_content
+            path1 = TextPath(
+                pos_child,
+                partial_content,
+                prop=font_properties_from_style(style_child),
+            )
+            patch = mpatches.PathPatch(path1, transform=trans)
+
+            apply_style(style_child, patch)
+            if not no_draw and not styleNoDisplay(style_child):
+                plt.gca().add_patch(patch)
+            if part_id != "":
+                ids[part_id] = patch
+            patch_list.append(patch)
+
+    if node.getAttribute("id") != "":
+        ids[node.getAttribute("id")] = patch_list
+
+
+def patch_path(
+    node: minidom.Element, trans: mtransforms.Transform, style: dict, ids: dict
+) -> list:
+    """draw a path svg node by using a matplotlib path patch (with the given transform and style)"""
+
+    start_pos = None
+    command = None
+    verts = []
+    codes = []
+    angles = []
+
+    current_pos = np.array([0, 0])
+
+    elements = [
+        a[0]
+        for a in re.findall(
+            r"(([-+]?\d*\.?\d+(?:e[-+]?\d*\.?\d+)?)|\w)", node.getAttribute("d")
+        )
+    ]
+    elements.reverse()
+
+    def popPos():
+        pos = np.array([float(elements.pop()), float(elements.pop())])
+        if not absolute:
+            pos += current_pos
+        return pos
+
+    def popValue(count=None):
+        if count is None:
+            return float(elements.pop())
+        else:
+            return [float(elements.pop()) for i in range(count)]
+
+    def addPathElement(type, *positions, no_angle=False):
+        for pos in positions:
+            verts.append(pos)
+            codes.append(type)
+
+        def vec2angle(vec):
+            return np.arctan2(vec[1], vec[0])
+
+        if not no_angle:
+            n = len(positions)
+            angles[-1].append(vec2angle(verts[-n] - verts[-n - 1]))
+            for i in range(n - 1):
+                angles.append([])
+            angles.append([vec2angle(verts[-1] - verts[-2])])
+        else:
+            angles.append([])
+        return positions[-1]
+
+    i = len(elements)
+    while elements:
+        # if things go wrong for some reason prevent endless loops
+        i -= 1
+        if i <= 0:
+            break
+        if "A" <= elements[-1] <= "z":
+            last_command = command
+            command = elements.pop()
+            absolute = command.isupper()
+            command = command.lower()
+
+        # moveto
+        if command == "m":
+            current_pos = addPathElement(mpath.Path.MOVETO, popPos(), no_angle=True)
+            start_pos = current_pos
+
+            command = "l"
+        # close
+        elif command == "z":
+            # Close path
+            current_pos = addPathElement(mpath.Path.CLOSEPOLY, start_pos, no_angle=True)
+
+            start_pos = None
+            command = None  # You can't have implicit commands after closing.
+        # lineto
+        elif command == "l":
+            current_pos = addPathElement(mpath.Path.LINETO, popPos())
+
+        # horizontal lineto
+        elif command == "h":
+            current_pos = addPathElement(
+                mpath.Path.LINETO,
+                np.array(
+                    [popValue() + current_pos[0] * (1 - absolute), current_pos[1]]
+                ),
+            )
+        # vertical lineto
+        elif command == "v":
+            current_pos = addPathElement(
+                mpath.Path.LINETO,
+                np.array(
+                    [current_pos[0], popValue() + current_pos[1] * (1 - absolute)]
+                ),
+            )
+        # cubic bezier curveto
+        elif command == "c":
+            current_pos = addPathElement(
+                mpath.Path.CURVE4, popPos(), popPos(), popPos()
+            )
+
+        # smooth cubic bezier curveto
+        elif command == "s":
+            # Smooth curve. First control point is the "reflection" of
+            # the second control point in the previous path.
+
+            if last_command not in "cs":  # ty:ignore[unsupported-operator]
+                # If there is no previous command or if the previous command
+                # was not an C, c, S or s, assume the first control point is
+                # coincident with the current point.
+                control1 = current_pos
+            else:
+                # The first control point is assumed to be the reflection of
+                # the second control point on the previous command relative
+                # to the current point.
+                control1 = current_pos + (current_pos - verts[-2])
+
+            current_pos = addPathElement(
+                mpath.Path.CURVE4, control1, popPos(), popPos()
+            )
+
+        # quadratic bezier curveto
+        elif command == "q":
+            current_pos = addPathElement(mpath.Path.CURVE3, popPos(), popPos())
+
+        # smooth quadratic bezier curveto
+        elif command == "t":
+            # Smooth curve. Control point is the "reflection" of
+            # the second control point in the previous path.
+
+            if last_command not in "qt":  # ty:ignore[unsupported-operator]
+                # If there is no previous command or if the previous command
+                # was not an Q, q, T or t, assume the first control point is
+                # coincident with the current point.
+                control1 = current_pos
+            else:
+                # The control point is assumed to be the reflection of
+                # the control point on the previous command relative
+                # to the current point.
+                control1 = current_pos + (current_pos - verts[-2])
+            current_pos = addPathElement(mpath.Path.CURVE3, control1, popPos())
+
+        # elliptical arc
+        elif command == "a":
+            radius1, radius2, rotation, arc, sweep = popValue(5)
+            end = popPos()
+
+            current_pos = addPathElement(
+                mpath.Path.CURVE4,
+                *arcToBezier(current_pos, end, radius1, radius2, rotation, arc, sweep),
+            )
+
+    # average angles when a point has more than one line
+    for i in range(len(angles)):
+        if len(angles[i]) == 1:
+            angles[i] = angles[i][0]
+        else:
+            angles[i] = np.arctan2(
+                np.mean(np.sin(angles[i])), np.mean(np.cos(angles[i]))
+            )
+
+    def addMarker(i, name):
+        marker_style, patches = ids[name]
+
+        def add_list_elements(element):
+            if isinstance(element, list):
+                for e in element:
+                    add_list_elements(e)
+            else:
+                parent_patch = element
+                patch = clone_patch(parent_patch)
+
+                apply_style(parent_patch.style, patch)
+
+                a = angles[i]
+                ca, sa = np.cos(a), np.sin(a)
+                ox, oy = verts[i]
+                trans2 = (
+                    parent_patch.trans_node
+                    + mtransforms.Affine2D([[ca, -sa, ox], [sa, ca, oy], [0, 0, 1]])
+                    + parent_patch.trans_parent
+                    + trans
+                )  # + plt.gca().transAxes
+                if marker_style.get("markerUnits", "strokeWidth") == "strokeWidth":
+                    s = svgUnitToMpl(style["stroke-width"])
+                    trans2 = (
+                        mtransforms.Affine2D([[s, 0, 0], [0, s, 0], [0, 0, 1]]) + trans2
+                    )
+                patch.set_transform(trans2)
+                patch.is_marker = True  # ty:ignore[unresolved-attribute]
+                patch_list.append(patch)
+
+        add_list_elements(patches)
+
+    patch_list = []
+
+    if len(verts) == 0:
+        return patch_list
+    path = mpath.Path(verts, codes)
+    patch_list.append(mpatches.PathPatch(path, transform=trans))
+
+    marker_start = style.get("marker-start")
+    if marker_start and marker_start.startswith("url(#"):
+        name = marker_start[len("url(#") : -1]
+        if name in ids:
+            addMarker(0, name)
+    marker_mid = style.get("marker-mid")
+    if marker_mid and marker_mid.startswith("url(#"):
+        name = marker_mid[len("url(#") : -1]
+        if name in ids:
+            for i in range(1, len(angles) - 1):
+                addMarker(i, name)
+    marker_end = style.get("marker-end")
+    if marker_end and marker_end.startswith("url(#"):
+        name = marker_end[len("url(#") : -1]
+        if name in ids:
+            addMarker(len(angles) - 1, name)
+
+    return patch_list
+
+
+def svgUnitToMpl(unit: str, default: float = 0) -> float:
+    """convert a unit text to svg pixels"""
+    import re
+
+    if unit == "":
+        return default
+    match = re.match(r"^([-.\d]*)(\w*).*$", unit)
+    if match:
+        value, unit = match.groups()
+        value = float(value)
+        if unit == "pt":
+            value *= plt.gcf().dpi / 72
+        elif unit == "pc":
+            value *= getattr(plt.gcf(), "dpi", 100) / 6
+        elif unit == "in":
+            value *= getattr(plt.gcf(), "dpi", 100)
+        elif unit == "px":
+            pass
+        elif unit == "cm":
+            value *= getattr(plt.gcf(), "dpi", 100) / 2.5
+        elif unit == "mm":
+            value *= getattr(plt.gcf(), "dpi", 100) / 25
+        return value
+    return default
+
+
+def openImageFromLink(link: str) -> np.ndarray:
+    """load an embedded image file or an externally liked image file"""
+    if link.startswith("file:///"):
+        return plt.imread(link[len("file:///") :])
+    else:
+        match = re.match(r"data:image/(\w*);base64,(.*)", link)
+        if match is None:
+            raise ValueError(f"Invalid image link format: {link}")
+        type, data = match.groups()
+
+        data = base64.decodebytes(bytes(data, "utf-8"))
+
+        buf = io.BytesIO()
+        buf.write(data)
+        buf.seek(0)
+        im = plt.imread(buf, format=type)
+        buf.close()
+        return im
+
+
+def parseStyleSheet(text: str) -> list:
+    """parse a style sheet text"""
+    # remove line comments
+    text = re.sub("//.*?\n", "", text)
+    # remove multiline comments
+    text = text.replace("\n", " ")
+    text = re.sub(r"/\*.*?\*/", "", text)
+    text = re.sub(r"/\*.*?\*/", "", text)
+
+    style_definitions = []
+    styles = re.findall("[^}]*{[^}]*}", text)
+    for style in styles:
+        condition, main = style.split("{", 1)
+        parts = [
+            part.strip().split(":", 1)
+            for part in main[:-1].split(";")
+            if part.strip() != ""
+        ]
+        style_dict = {k: v.strip() for k, v in parts}
+        for cond in condition.split(","):
+            style_definitions.append([cond.strip(), style_dict])
+    return style_definitions
+
+
+def parseGroup(
+    node: minidom.Element,
+    trans: mtransforms.Transform,
+    style: dict,
+    ids: dict,
+    no_draw: bool = False,
+) -> list:
+    """parse the children of a group node with the inherited transformation and style"""
+    trans = parseTransformation(node.getAttribute("transform")) + trans
+    style = get_inline_style(node, style)
+
+    patch_list = []
+    for child in node.childNodes:
+        if child.nodeType == child.TEXT_NODE or child.nodeType == child.COMMENT_NODE:
+            continue
+        if not isinstance(child, minidom.Element):
+            continue
+        if child.tagName == "style":
+            for childchild in child.childNodes:
+                if childchild.nodeType == childchild.CDATA_SECTION_NODE:
+                    ids["css"].extend(parseStyleSheet(childchild.wholeText))
+        elif child.tagName == "rect":
+            patch_list.append(
+                plt_patch(child, trans, style, patch_rect, ids, no_draw=no_draw)
+            )
+        elif child.tagName == "ellipse":
+            patch_list.append(
+                plt_patch(child, trans, style, patch_ellipse, ids, no_draw=no_draw)
+            )
+        elif child.tagName == "circle":
+            patch_list.append(
+                plt_patch(child, trans, style, patch_circle, ids, no_draw=no_draw)
+            )
+        elif child.tagName == "path":
+            patch_list.append(
+                plt_patch(child, trans, style, patch_path, ids, no_draw=no_draw)
+            )
+        elif child.tagName == "polygon":
+            # matplotlib has a designated polygon patch, but it is easier to just convert it to a path
+            child.setAttribute("d", "M " + child.getAttribute("points") + " Z")
+            patch_list.append(
+                plt_patch(child, trans, style, patch_path, ids, no_draw=no_draw)
+            )
+        elif child.tagName == "polyline":
+            child.setAttribute("d", "M " + child.getAttribute("points"))
+            patch_list.append(
+                plt_patch(child, trans, style, patch_path, ids, no_draw=no_draw)
+            )
+        elif child.tagName == "line":
+            child.setAttribute(
+                "d",
+                "M "
+                + child.getAttribute("x1")
+                + ","
+                + child.getAttribute("y1")
+                + " "
+                + child.getAttribute("x2")
+                + ","
+                + child.getAttribute("y2"),
+            )
+            patch_list.append(
+                plt_patch(child, trans, style, patch_path, ids, no_draw=no_draw)
+            )
+        elif child.tagName == "g":
+            patch_list.append(
+                parseGroup(
+                    child, trans, style, ids, no_draw=(no_draw or styleNoDisplay(style))
+                )
+            )
+        elif child.tagName == "text":
+            patch_list.append(plt_draw_text(child, trans, style, ids, no_draw=no_draw))
+        elif child.tagName == "defs":
+            patch_list.append(parseGroup(child, trans, style, ids, no_draw=True))
+        elif child.tagName == "clipPath":
+            patch_list.append(parseGroup(child, trans, style, ids, no_draw=True))
+        elif child.tagName == "symbol":
+            patch_list.append(parseGroup(child, trans, style, ids, no_draw=True))
+        elif child.tagName == "marker":
+            patch_list.append(parseGroup(child, trans, style, ids, no_draw=True))
+        elif child.tagName == "sodipodi:namedview":
+            pass  # used for some inkscape metadata
+        elif child.tagName == "image":
+            link = child.getAttribute("xlink:href")
+            im = openImageFromLink(link)
+            if no_draw is False:
+                if child.getAttribute("x") != "":
+                    plt.imshow(
+                        im[::-1],
+                        extent=[
+                            svgUnitToMpl(child.getAttribute("x")),
+                            svgUnitToMpl(child.getAttribute("x"))
+                            + svgUnitToMpl(child.getAttribute("width")),
+                            svgUnitToMpl(child.getAttribute("y")),
+                            svgUnitToMpl(child.getAttribute("y"))
+                            + svgUnitToMpl(child.getAttribute("height")),
+                        ],
+                        zorder=1,
+                    )
+                else:
+                    pass  # im_patch = plt.imshow(im[::-1], zorder=1)
+                # patch_list.append(im_patch)
+        elif child.tagName == "metadata":
+            pass  # we do not have to draw metadata
+        else:
+            print("Unknown tag", child.tagName, file=sys.stderr)
+
+    if node.getAttribute("id") != "":
+        ids[node.getAttribute("id")] = [style, patch_list]
+
+    return patch_list
+
+
+def svgread(filename: str):
+    """read an SVG file"""
+    doc = minidom.parse(filename)
+
+    svg = doc.getElementsByTagName("svg")[0]
+    try:
+        x1, y1, x2, y2 = [
+            svgUnitToMpl(s.strip()) for s in svg.getAttribute("viewBox").split()
+        ]
+        width, height = (x2 - x1) / plt.gcf().dpi, (y2 - y1) / plt.gcf().dpi
+        if max([width, height]) > 8:
+            f = 8 / max([width, height])
+            plt.gcf().set_size_inches(width * f, height * f)
+        else:
+            plt.gcf().set_size_inches(width, height)
+    except ValueError:
+        width = svgUnitToMpl(svg.getAttribute("width"), default=100)
+        height = svgUnitToMpl(svg.getAttribute("height"), default=100)
+        x1, y1, x2, y2 = 0, 0, width, height
+        width /= plt.gcf().dpi
+        height /= plt.gcf().dpi
+        if max([width, height]) > 8:
+            f = 8 / max([width, height])
+            plt.gcf().set_size_inches(width * f, height * f)
+        else:
+            plt.gcf().set_size_inches(width, height)
+    ax = plt.axes((0, 0, 1, 1), label=filename, frameon=False)
+    plt.xticks([])
+    plt.yticks([])
+    for spine in ["left", "right", "top", "bottom"]:
+        ax.spines[spine].set_visible(False)
+    plt.xlim(x1, x2)
+    plt.ylim(y2, y1)
+
+    parseGroup(
+        doc.getElementsByTagName("svg")[0],
+        mtransforms.IdentityTransform(),
+        {},
+        {"css": []},
+    )
diff --git a/pylustrator/py.typed b/pylustrator/py.typed
new file mode 100644
index 0000000..e69de29
diff --git a/pylustrator/pyjack.py b/pylustrator/pyjack.py
index 270fc45..4f3bf1c 100644
--- a/pylustrator/pyjack.py
+++ b/pylustrator/pyjack.py
@@ -12,12 +12,15 @@
 NOTE: adapted for pylustrator to be Python3 compatible
 
 """
-import sys as _sys
+
 import gc as _gc
 import types as _types
 import inspect as _inspect
 
-_WRAPPER_TYPES = (type(object.__init__), type(object().__init__),)
+_WRAPPER_TYPES = (
+    type(object.__init__),
+    type(object().__init__),
+)
 
 # deactivated closure support as this code does not work for python3
 """
@@ -30,7 +33,9 @@ def proxy1(): return data
 _CELLTYPE = int  # type(proxy0(None).func_closure[0])
 """
 
-class PyjackException(Exception): pass
+
+class PyjackException(Exception):
+    pass
 
 
 def connect(fn, proxyfn):
@@ -58,26 +63,29 @@ def connect(fn, proxyfn):
         return _PyjackFuncCode(fn, proxyfn)._fn
     elif issubclass(fn_type, _types.MethodType):
         return _PyjackFuncCode(fn.im_func, proxyfn)._fn
-    elif issubclass(fn_type, (_types.BuiltinFunctionType,
-                              _types.BuiltinMethodType,
-                              type)):
-        return _PyjackFuncBuiltin(fn, proxyfn)
-    elif _sys.version_info < (2, 5) and issubclass(fn_type, type(file)):
-        # in python 2.4, open is of type file, not :class:`types.FunctionType`
+    elif issubclass(
+        fn_type, (_types.BuiltinFunctionType, _types.BuiltinMethodType, type)
+    ):
         return _PyjackFuncBuiltin(fn, proxyfn)
+    # elif _sys.version_info < (2, 5) and issubclass(fn_type, type(file)):
+    #    # in python 2.4, open is of type file, not :class:`types.FunctionType`
+    #    return _PyjackFuncBuiltin(fn, proxyfn)
     elif issubclass(fn_type, _WRAPPER_TYPES):
         raise PyjackException("Wrappers not supported. Make a concrete fn.")
-    elif isinstance(getattr(fn, '__call__', None), _types.MethodType):
+    elif isinstance(getattr(fn, "__call__", None), _types.MethodType):
         _PyjackFuncCode(fn.__call__.im_func, proxyfn)
 
         def restore():
             fn.__call__.im_func.restore()
-            delattr(fn, 'restore')
+            delattr(fn, "restore")
 
         fn.restore = restore
         return fn
     else:
-        bundle = (fn, fn_type,)
+        bundle = (
+            fn,
+            fn_type,
+        )
         raise PyjackException("fn %r of type '%r' not supported" % bundle)
 
 
@@ -150,20 +158,18 @@ def replace_all_refs(org_obj, new_obj):
 
     _gc.collect()
 
-    hit = False
+    # hit = False
     for referrer in _gc.get_referrers(org_obj):
-
         # FRAMES -- PASS THEM UP
         if isinstance(referrer, _types.FrameType):
             continue
 
         # DICTS
         if isinstance(referrer, dict):
-
             cls = None
 
             # THIS CODE HERE IS TO DEAL WITH DICTPROXY TYPES
-            if '__dict__' in referrer and '__weakref__' in referrer:
+            if "__dict__" in referrer and "__weakref__" in referrer:
                 for cls in _gc.get_referrers(referrer):
                     if _inspect.isclass(cls) and cls.__dict__ == referrer:
                         break
@@ -171,14 +177,14 @@ def replace_all_refs(org_obj, new_obj):
             for key, value in referrer.items():
                 # REMEMBER TO REPLACE VALUES ...
                 if value is org_obj:
-                    hit = True
+                    # hit = True
                     value = new_obj
                     referrer[key] = value
                     if cls:  # AGAIN, CLEANUP DICTPROXY PROBLEM
                         setattr(cls, key, new_obj)
                 # AND KEYS.
                 if key is org_obj:
-                    hit = True
+                    # hit = True
                     del referrer[key]
                     referrer[new_obj] = value
 
@@ -186,17 +192,23 @@ def replace_all_refs(org_obj, new_obj):
         elif isinstance(referrer, list):
             for i, value in enumerate(referrer):
                 if value is org_obj:
-                    hit = True
+                    # hit = True
                     referrer[i] = new_obj
 
         # SETS
         elif isinstance(referrer, set):
             referrer.remove(org_obj)
             referrer.add(new_obj)
-            hit = True
+            # hit = True
 
         # TUPLE, FROZENSET
-        elif isinstance(referrer, (tuple, frozenset,)):
+        elif isinstance(
+            referrer,
+            (
+                tuple,
+                frozenset,
+            ),
+        ):
             new_tuple = []
             for obj in referrer:
                 if obj is org_obj:
@@ -206,7 +218,7 @@ def replace_all_refs(org_obj, new_obj):
             replace_all_refs(referrer, type(referrer)(new_tuple))
 
         # CELLTYPE (deactivated as it makes problems im Python3)
-        #elif isinstance(referrer, _CELLTYPE):
+        # elif isinstance(referrer, _CELLTYPE):
         #    def proxy0(data):
         #        def proxy1(): return data
 
@@ -219,26 +231,30 @@ def replace_all_refs(org_obj, new_obj):
         # FUNCTIONS
         elif isinstance(referrer, _types.FunctionType):
             localsmap = {}
-            for key in ['func_code', 'func_globals', 'func_name',
-                        'func_defaults', 'func_closure']:
+            for key in [
+                "func_code",
+                "func_globals",
+                "func_name",
+                "func_defaults",
+                "func_closure",
+            ]:
                 orgattr = getattr(referrer, key)
                 if orgattr is org_obj:
-                    localsmap[key.split('func_')[-1]] = new_obj
+                    localsmap[key.split("func_")[-1]] = new_obj
                 else:
-                    localsmap[key.split('func_')[-1]] = orgattr
-            localsmap['argdefs'] = localsmap['defaults']
-            del localsmap['defaults']
+                    localsmap[key.split("func_")[-1]] = orgattr
+            localsmap["argdefs"] = localsmap["defaults"]
+            del localsmap["defaults"]
             newfn = _types.FunctionType(**localsmap)
             replace_all_refs(referrer, newfn)
 
         # OTHER (IN DEBUG, SEE WHAT IS NOT SUPPORTED).
         else:
             # debug:
-            import sys
             # print(type(referrer), file=sys.stderr)
             pass
 
-    #if hit is False:
+    # if hit is False:
     #    raise AttributeError("Object '%r' not found" % org_obj)
 
     return org_obj
@@ -251,29 +267,30 @@ def _get_self():
     global _func_code_map
 
     frame = _inspect.currentframe()
-    code = frame.f_back.f_code
+    code = frame.f_back.f_code  # ty:ignore[possibly-missing-attribute]
     return _func_code_map[code]
 
 
-class _PyjackFunc(object): pass
+class _PyjackFunc(object):
+    pass
 
 
 class _PyjackFuncCode(_PyjackFunc):
-
     def __init__(self, fn, proxyfn):
         global _func_code_map
 
         self._fn, self._proxyfn = fn, proxyfn
 
         def proxy(*args, **kwargs):
-            import pyjack
+            import pyjack  # ty:ignore[unresolved-import]
+
             self = pyjack._get_self()
             return self._process_fn(args, kwargs)
 
-        _func_code_map[proxy.func_code] = self
+        _func_code_map[proxy.func_code] = self  # ty:ignore[unresolved-attribute]
         self._org_func_code = fn.func_code
-        self._proxy_func_code = proxy.func_code
-        fn.func_code = proxy.func_code
+        self._proxy_func_code = proxy.func_code  # ty:ignore[unresolved-attribute]
+        fn.func_code = proxy.func_code  # ty:ignore[unresolved-attribute]
 
         fn.restore = self.restore
 
@@ -288,7 +305,6 @@ def restore(self):
 
 
 class _PyjackFuncBuiltin(_PyjackFunc):
-
     def __init__(self, fn, proxyfn):
         self._fn = replace_all_refs(fn, self)
         self._proxyfn = proxyfn
@@ -300,15 +316,17 @@ def __getattr__(self, attr):
         try:
             return getattr(self._fn, attr)
         except AttributeError:
-            bundle = (self._fn, attr,)
+            bundle = (
+                self._fn,
+                attr,
+            )
             raise AttributeError("function %r has no attr '%s'" % bundle)
 
     def restore(self):
         replace_all_refs(self, self._fn)
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     import doctest
 
     doctest.testmod(optionflags=524)
-
diff --git a/pylustrator/snap.py b/pylustrator/snap.py
index b578b82..8132b3e 100644
--- a/pylustrator/snap.py
+++ b/pylustrator/snap.py
@@ -1,665 +1,819 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-# snap.py
-
-# Copyright (c) 2016-2020, Richard Gerum
-#
-# This file is part of Pylustrator.
-#
-# Pylustrator is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-#
-# Pylustrator is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
-
-from typing import List, Tuple, Optional
-from packaging import version
-from matplotlib.backends.qt_compat import QtCore, QtGui, QtWidgets
-
-import matplotlib as mpl
-import matplotlib.pyplot as plt
-import numpy as np
-from matplotlib.artist import Artist
-try:  # starting from mpl version 3.6.0
-    from matplotlib.axes import Axes
-except:
-    from matplotlib.axes._subplots import Axes
-from matplotlib.legend import Legend
-from matplotlib.lines import Line2D
-from matplotlib.patches import Rectangle, Ellipse, FancyArrowPatch
-from matplotlib.text import Text
-from matplotlib.figure import Figure
-try:
-    from matplotlib.figure import SubFigure  # since matplotlib 3.4.0
-except ImportError:
-    SubFigure = None
-from .helper_functions import main_figure
-
-
-DIR_X0 = 1
-DIR_Y0 = 2
-DIR_X1 = 4
-DIR_Y1 = 8
-
-
-def checkXLabel(target: Artist):
-    """ checks if the target is the xlabel of an axis """
-    for axes in target.figure.axes:
-        if axes.xaxis.get_label() == target:
-            return axes
-
-
-def checkYLabel(target: Artist):
-    """ checks if the target is the ylabel of an axis """
-    for axes in target.figure.axes:
-        if axes.yaxis.get_label() == target:
-            return axes
-
-
-def cache_property(object, name):
-    if getattr(object, f"_pylustrator_cached_{name}", False) is True:
-        return
-    setattr(object, f"_pylustrator_cached_{name}", True)
-    getter = getattr(object, f"get_{name}")
-    setter = getattr(object, f"set_{name}")
-    def new_getter(*args, **kwargs):
-        if getattr(object, f"_pylustrator_cache_{name}", None) is None:
-            setattr(object, f"_pylustrator_cache_{name}", getter(*args, **kwargs))
-        return getattr(object, f"_pylustrator_cache_{name}", None)
-    def new_setter(*args, **kwargs):
-        result = setter(*args, **kwargs)
-        setattr(object, f"_pylustrator_cache_{name}", None)
-        return result
-    setattr(object, f"get_{name}", new_getter)
-    setattr(object, f"set_{name}", new_setter)
-
-
-
-class TargetWrapper(object):
-    """ a wrapper to add unified set and get position methods for any matplotlib artist """
-    target = None
-
-    def __init__(self, target: Artist):
-        self.target = target
-        self.figure = target.figure
-        self.do_scale = True
-        self.fixed_aspect = False
-        # a patch uses the data_transform
-        if isinstance(self.target, mpl.patches.Patch):
-            self.get_transform = self.target.get_data_transform
-        # axes use the figure_transform
-        elif isinstance(self.target, Axes):
-            # and optionally have a fixed aspect ratio
-            if self.target.get_aspect() != "auto" and self.target.get_adjustable() != "datalim":
-                self.fixed_aspect = True
-            # old matplotlib version
-            if version.parse(mpl.__version__) < version.parse("3.4.0"):
-                self.get_transform = lambda: self.target.figure.transFigure
-            else:
-                self.get_transform = lambda: self.target.figure.transSubfigure if self.target.figure.transSubfigure else self.target.figure.transFigure
-
-            # cache the get_position
-            cache_property(self.target, "position")
-        # texts use get_transform
-        elif isinstance(self.target, Text):
-            if getattr(self.target, "xy", None) is not None:
-                self.do_scale = True
-            else:
-                self.do_scale = False
-            if checkXLabel(self.target):
-                self.label_factor = self.figure.dpi / 72.0
-                if getattr(self.target, "pad_offset", None) is None:
-                    self.target.pad_offset = self.target.get_position()[1] - checkXLabel(
-                        self.target).xaxis.labelpad * self.label_factor
-                self.label_y = self.target.get_position()[1]
-            elif checkYLabel(self.target):
-                self.label_factor = self.figure.dpi / 72.0
-                if getattr(self.target, "pad_offset", None) is None:
-                    self.target.pad_offset = self.target.get_position()[0] - checkYLabel(
-                        self.target).yaxis.labelpad * self.label_factor
-                self.label_x = self.target.get_position()[0]
-            self.get_transform = self.target.get_transform
-        # the default is to use get_transform
-        else:
-            self.get_transform = self.target.get_transform
-            self.do_scale = False
-
-    def get_positions(self, use_previous_offset=False, update_offset=False) -> (int, int, int, int):
-        """ get the current position of the target Artist """
-        points = []
-        if isinstance(self.target, Rectangle):
-            points.append(self.target.get_xy())
-            p2 = (self.target.get_x() + self.target.get_width(), self.target.get_y() + self.target.get_height())
-            points.append(p2)
-        elif isinstance(self.target, Ellipse):
-            c = self.target.center
-            w = self.target.width
-            h = self.target.height
-            points.append((c[0] - w / 2, c[1] - h / 2))
-            points.append((c[0] + w / 2, c[1] + h / 2))
-        elif isinstance(self.target, FancyArrowPatch):
-            points.append(self.target._posA_posB[0])
-            points.append(self.target._posA_posB[1])
-            points.extend(self.target.get_path().vertices)
-        elif isinstance(self.target, Text):
-            points.append(self.target.get_position())
-            if checkXLabel(self.target):
-                points[0] = (points[0][0], self.label_y)
-            elif checkYLabel(self.target):
-                points[0] = (self.label_x, points[0][1])
-            if getattr(self.target, "xy", None) is not None:
-                points.append(self.target.xy)
-            bbox = self.target.get_bbox_patch()
-            if bbox:
-                points.append(bbox.get_transform().transform((bbox.get_x(), bbox.get_y())))
-                points.append(
-                    bbox.get_transform().transform((bbox.get_x() + bbox.get_width(), bbox.get_y() + bbox.get_height())))
-            points[-2:] = self.transform_inverted_points(points[-2:])
-            if use_previous_offset is True:
-                points[2] = points[0] + self.target._pylustrator_offset + points[2] - points[1]
-                points[1] = points[0] + self.target._pylustrator_offset
-            else:
-                if getattr(self.target, "_pylustrator_offset", None) is None or update_offset:
-                    self.target._pylustrator_offset = np.array(points[1]) - np.array(points[0])
-        elif isinstance(self.target, Axes):
-            p1, p2 = np.array(self.target.get_position())
-            points.append(p1)
-            points.append(p2)
-        elif isinstance(self.target, SubFigure):
-            p1 = [self.target.bbox.x0, self.target.bbox.y0]
-            p2 = [self.target.bbox.x1, self.target.bbox.y1]
-            points.append(p1)
-            points.append(p2)
-        elif isinstance(self.target, Legend):
-            bbox = self.target.get_frame().get_bbox()
-            if isinstance(self.target.axes, Axes):
-                transform = self.target.axes.transAxes
-            elif isinstance(self.target.figure, Figure):
-                transform = self.target.figure.transFigure
-            else:
-                transform = self.target.figure.transSubfigure
-            if isinstance(self.target._get_loc(), int):
-                # if the legend doesn't have a location yet, use the left bottom corner of the bounding box
-                self.target._set_loc(tuple(transform.inverted().transform(tuple([bbox.x0, bbox.y0]))))
-            points.append(transform.transform(self.target._get_loc()))
-            # add points to span bounding box around the frame
-            points.append([bbox.x0, bbox.y0])
-            points.append([bbox.x1, bbox.y1])
-            if use_previous_offset is True:
-                points[2] = points[0] + self.target._pylustrator_offset + points[2] - points[1]
-                points[1] = points[0] + self.target._pylustrator_offset
-            else:
-                if getattr(self.target, "_pylustrator_offset", None) is None or update_offset:
-                    self.target._pylustrator_offset = points[1] - points[0]
-        return self.transform_points(points)
-
-    def set_positions(self, points: (int, int)):
-        """ set the position of the target Artist """
-        points = self.transform_inverted_points(points)
-
-        if self.figure.figure is not None:
-            change_tracker = self.figure.figure.change_tracker
-        else:
-            change_tracker = self.figure.change_tracker
-
-        if isinstance(self.target, Rectangle):
-            self.target.set_xy(points[0])
-            self.target.set_width(points[1][0] - points[0][0])
-            self.target.set_height(points[1][1] - points[0][1])
-            if self.target.get_label() is None or not self.target.get_label().startswith("_rect"):
-                change_tracker.addChange(self.target, ".set_xy([%f, %f])" % tuple(self.target.get_xy()))
-                change_tracker.addChange(self.target, ".set_width(%f)" % self.target.get_width())
-                change_tracker.addChange(self.target, ".set_height(%f)" % self.target.get_height())
-        elif isinstance(self.target, Ellipse):
-            self.target.center = np.mean(points, axis=0)
-            self.target.width = points[1][0] - points[0][0]
-            self.target.height = points[1][1] - points[0][1]
-            change_tracker.addChange(self.target, ".center = (%f, %f)" % tuple(self.target.center))
-            change_tracker.addChange(self.target, ".width = %f" % self.target.width)
-            change_tracker.addChange(self.target, ".height = %f" % self.target.height)
-        elif isinstance(self.target, FancyArrowPatch):
-            self.target.set_positions(points[0], points[1])
-            change_tracker.addChange(self.target,
-                                                 ".set_positions(%s, %s)" % (tuple(points[0]), tuple(points[1])))
-        elif isinstance(self.target, Text):
-            if checkXLabel(self.target):
-                axes = checkXLabel(self.target)
-                axes.xaxis.labelpad = -(points[0][1] - self.target.pad_offset) / self.label_factor
-                change_tracker.addChange(axes,
-                                                     ".xaxis.labelpad = %f" % axes.xaxis.labelpad)
-
-                self.target.set_position(points[0])
-                self.label_y = points[0][1]
-            elif checkYLabel(self.target):
-                axes = checkYLabel(self.target)
-                axes.yaxis.labelpad = -(points[0][0] - self.target.pad_offset) / self.label_factor
-                change_tracker.addChange(axes,
-                                                     ".yaxis.labelpad = %f" % axes.yaxis.labelpad)
-
-                self.target.set_position(points[0])
-                self.label_x = points[0][0]
-            else:
-                self.target.set_position(points[0])
-                if isinstance(self.target, Text):
-                    change_tracker.addNewTextChange(self.target)
-                else:
-                    change_tracker.addChange(self.target,
-                                                     ".set_position([%f, %f])" % self.target.get_position())
-                if getattr(self.target, "xy", None) is not None:
-                    self.target.xy = points[1]
-                    change_tracker.addChange(self.target, ".xy = (%f, %f)" % tuple(self.target.xy))
-        elif isinstance(self.target, Legend):
-            if isinstance(self.target.axes, Axes):
-                transform = self.target.axes.transAxes
-            elif isinstance(self.target.figure, Figure):
-                transform = self.target.figure.transFigure
-            else:
-                transform = self.target.figure.transSubfigure
-            point = transform.inverted().transform(self.transform_inverted_points(points)[0])
-            self.target._loc = tuple(point)
-            change_tracker.addNewLegendChange(self.target)
-            #change_tracker.addChange(self.target, "._set_loc((%f, %f))" % tuple(point))
-        elif isinstance(self.target, Axes):
-            position = np.array([points[0], points[1] - points[0]]).flatten()
-            if self.fixed_aspect:
-                position[3] = position[2] * self.target.get_position().height / self.target.get_position().width
-            self.target.set_position(position)
-            change_tracker.addNewAxesChange(self.target)
-            #change_tracker.addChange(self.target, ".set_position([%f, %f, %f, %f])" % tuple(
-            #    np.array([points[0], points[1] - points[0]]).flatten()))
-        setattr(self.target, "_pylustrator_cached_get_extend", None)
-
-    def get_extent(self):
-        # get get_extent as it can be called very frequently when checking snap conditions
-        if getattr(self.target, "_pylustrator_cached_get_extend_added", False):
-            setattr(self.target, "_pylustrator_cached_get_extend_added", True)
-        if getattr(self.target, "_pylustrator_cached_get_extend", None) is None:
-            setattr(self.target, "_pylustrator_cached_get_extend", self.do_get_extent())
-        return getattr(self.target, "_pylustrator_cached_get_extend")
-
-    def do_get_extent(self) -> (int, int, int, int):
-        """ get the extent of the target """
-        points = np.array(self.get_positions())
-        return [np.min(points[:, 0]),
-                np.min(points[:, 1]),
-                np.max(points[:, 0]),
-                np.max(points[:, 1])]
-
-    def transform_points(self, points: (int, int)) -> (int, int):
-        """ transform points from the targets local coordinate system to the figure coordinate system """
-        transform = self.get_transform()
-        return [transform.transform(p) for p in points]
-
-    def transform_inverted_points(self, points: (int, int)) -> (int, int):
-        """ transform points from the figure coordinate system to the targets local coordinate system """
-        transform = self.get_transform()
-        return [transform.inverted().transform(p) for p in points]
-
-
-class SnapBase():
-    """ The base class to implement snaps. """
-    data = None
-
-    def __init__(self, ax_source: Artist, ax_target: Artist, edge: int):
-        # wrap both object with a TargetWrapper
-        self.ax_source = TargetWrapper(ax_source)
-        self.ax_target = TargetWrapper(ax_target)
-        self.edge = edge
-        # initialize a line object for the visualisation of the snap
-        self.draw_path = QtWidgets.QGraphicsPathItem()
-        parent = main_figure(ax_source)._pyl_graphics_scene_snapparent
-        parent.scene().addItem(self.draw_path)
-        pen1 = QtGui.QPen(QtGui.QColor("red"), 2)
-        pen1.setStyle(QtCore.Qt.DashLine)
-        self.draw_path.setPen(pen1)
-
-    def getPosition(self, target: TargetWrapper):
-        """ get the position of a target """
-        try:
-            return target.get_extent()
-        except AttributeError:
-            return np.array(target.figure.transFigure.transform(target.get_position())).flatten()
-
-    def getDistance(self, index: int) -> (int, int):
-        """ Calculate the distance of the snap to its target """
-        return 0, 0
-
-    def checkSnap(self, index: int) -> Optional[float]:
-        """ Return the distance to the targets or None """
-        distance = self.getDistance(index)
-        if abs(distance) < 10:
-            return distance
-        return None
-
-    def checkSnapActive(self):
-        """ Test if the snap condition is fullfilled """
-        distance = min([self.getDistance(index) for index in [0, 1]])
-        # show the snap if the distance to a target is smaller than 1
-        if abs(distance) < 1:
-            self.show()
-        else:
-            self.hide()
-
-    def show(self):
-        """ Implements a visualisation of the snap, e.g. lines to indicate what objects are snapped to what """
-        pass
-
-    def set_data(self, xdata, ydata):
-        painter_path = QtGui.QPainterPath()
-        move = True
-        current_pos = (0, 0)
-        for x, y in zip(xdata, ydata):
-            if np.isnan(x):
-                move = True
-                continue
-            y = self.ax_target.figure.canvas.height() - y
-            if move is True:
-                painter_path.moveTo(x, y)
-                current_pos = (x, y)
-                move = False
-            else:
-                if current_pos[0] > x:
-                    painter_path.moveTo(x, y)
-                    painter_path.lineTo(*current_pos)
-                    current_pos = (x, y)
-                else:
-                    painter_path.lineTo(x, y)
-                    current_pos = (x, y)
-        self.draw_path.setPath(painter_path)
-        self.data = (xdata, ydata)
-
-    def hide(self):
-        """ Hides the visualisation """
-        self.set_data((), ())
-
-    def remove(self):
-        """ Remove the snap and its visualisation """
-        self.hide()
-        try:
-            self.draw_path.scene().removeItem(self.draw_path)
-        except ValueError:
-            pass
-
-
-class SnapSameEdge(SnapBase):
-    """ a snap that checks if two objects share an edge """
-
-    def getDistance(self, index: int) -> (int, int):
-        """ Calculate the distance of the snap to its target """
-        # only if the right edge index (x or y) is queried, if not the distance is infinite
-        if self.edge % 2 != index:
-            return np.inf
-        # get the position of both objects
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition(self.ax_target)
-        # and return the difference in the target dimension
-        return p1[self.edge] - p2[self.edge]
-
-    def show(self):
-        """ A visualisation of the snap, e.g. lines to indicate what objects are snapped to what """
-        # get the position of both objects
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition(self.ax_target)
-        # if the focus edge is x, draw a line along the edge
-        if self.edge % 2 == 0:
-            self.set_data((p1[self.edge], p1[self.edge], p2[self.edge], p2[self.edge]),
-                          (p1[self.edge - 1], p1[self.edge + 1], p2[self.edge - 1], p2[self.edge + 1]))
-        # if the focus edge is y
-        else:
-            self.set_data((p1[self.edge - 1], p1[self.edge - 3], p2[self.edge - 1], p2[self.edge - 3]),
-                          (p1[self.edge], p1[self.edge], p2[self.edge], p2[self.edge]))
-
-
-class SnapSameDimension(SnapBase):
-    """ a snap that checks if two objects have the same width or height """
-
-    def getDistance(self, index: int) -> (int, int):
-        """ Calculate the distance of the snap to its target """
-        # only if the right edge index (x or y) is queried, if not the distance is infinite
-        if self.edge % 2 != index:
-            return np.inf
-        # get the position of both objects
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition(self.ax_target)
-        # and the difference of the widths (or heights) of the objects
-        return (p2[self.edge - 2] - p2[self.edge]) - (p1[self.edge - 2] - p1[self.edge])
-
-    def show(self):
-        """ A visualisation of the snap, e.g. lines to indicate what objects are snapped to what """
-        # get the position of both objects
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition(self.ax_target)
-        # if the focus edge is x, draw a line though the center of each object
-        if self.edge % 2 == 0:
-            self.set_data((p1[0], p1[2], np.nan, p2[0], p2[2]),
-                          (p1[1] * 0.5 + p1[3] * 0.5, p1[1] * 0.5 + p1[3] * 0.5, np.nan, p2[1] * 0.5 + p2[3] * 0.5,
-                           p2[1] * 0.5 + p2[3] * 0.5))
-        # if the focus edge is y
-        else:
-            self.set_data((p1[0] * 0.5 + p1[2] * 0.5, p1[0] * 0.5 + p1[2] * 0.5, np.nan, p2[0] * 0.5 + p2[2] * 0.5,
-                           p2[0] * 0.5 + p2[2] * 0.5),
-                          (p1[1], p1[3], np.nan, p2[1], p2[3]))
-
-
-class SnapSamePos(SnapBase):
-    """ a snap that checks if two objects have the same position """
-
-    def getPosition(self, text: TargetWrapper) -> (int, int):
-        # get the position of an object
-        return np.array(text.get_transform().transform(text.target.get_position()))
-
-    def getDistance(self, index: int) -> int:
-        """ Calculate the distance of the snap to its target """
-        # only if the right edge index (x or y) is queried, if not the distance is infinite
-        if self.edge % 2 != index:
-            return np.inf
-        # get the position of both objects
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition(self.ax_target)
-        # get the distance of the two objects in the target dimension
-        return p1[self.edge] - p2[self.edge]
-
-    def show(self):
-        """ A visualisation of the snap, e.g. lines to indicate what objects are snapped to what """
-        # get the position of both objects
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition(self.ax_target)
-        # draw a line connecting the centers of the objects
-        self.set_data((p1[0], p2[0]), (p1[1], p2[1]))
-
-
-class SnapSameBorder(SnapBase):
-    """ A snap that checks if tree axes share the space between them """
-
-    def __init__(self, ax_source: Artist, ax_target: Artist, ax_target2: Artist, edge: int):
-        super().__init__(ax_source, ax_target, edge)
-        self.ax_target2 = ax_target2
-
-    def overlap(self, p1: list, p2: list, dir: int):
-        """ Test if two objects have an overlapping x or y region """
-        if p1[dir + 2] < p2[dir] or p1[dir] > p2[dir + 2]:
-            return False
-        return True
-
-    def getBorders(self, p1: list, p2: list):
-        borders = []
-        for edge in [0, 1]:
-            if self.overlap(p1, p2, 1 - edge):
-                if p1[edge + 2] < p2[edge]:
-                    dist = p2[edge] - p1[edge + 2]
-                    borders.append([edge * 2 + 0, dist])
-                if p1[edge] > p2[edge + 2]:
-                    dist = p1[edge] - p2[edge + 2]
-                    borders.append([edge * 2 + 1, dist])
-        return np.array(borders)
-
-    def getDistance(self, index: int):
-        """ Calculate the distance of the snap to its target """
-        # get the positions of all three targets
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition(self.ax_target)
-        p3 = self.getPosition(self.ax_target2)
-
-        for edge in [index]:
-            if not (self.edge & DIR_X1) and not (self.edge & DIR_Y1):
-                if p1[edge + 2] < p2[edge]:
-                    continue
-            if not (self.edge & DIR_X0) and not (self.edge & DIR_Y0):
-                if p1[edge] > p2[edge + 2]:
-                    continue
-            if (p1[edge + 2] < p2[edge] or p1[edge] > p2[edge + 2]) and self.overlap(p1, p2, 1 - edge):
-                distances = np.array([p2[edge] - p1[edge + 2], p1[edge] - p2[edge + 2]])
-                index1 = np.argmax(distances)
-                distance = distances[index1]
-                borders = self.getBorders(p2, p3)
-                if len(borders):
-                    deltas = distance - borders[:, 1]
-                    index2 = np.argmin(np.abs(deltas))
-                    self.dir2 = borders[index2, 0]
-                    self.dir1 = edge * 2 + index1
-                    return deltas[index2] * (-1 + 2 * index1)
-        return np.inf
-
-    def getConnection(self, p1: list, p2: list, dir: int):
-        """ return the coordinates of a line that spans the space between to axes """
-        # check which edge (e.g. x, y) and which direction (e.g. if to change the order of p1 and p2)
-        edge, order = dir // 2, dir % 2
-        # optionally change p1 with p2
-        if order == 1:
-            p1, p2 = p2, p1
-        # if edge is x
-        if edge == 0:
-            y = np.mean([max(p1[1], p2[1]), min(p1[3], p2[3])])
-            return [[p1[2], p2[0], np.nan], [y, y, np.nan]]
-        # if edge is y
-        x = np.mean([max(p1[0], p2[0]), min(p1[2], p2[2])])
-        return [[x, x, np.nan], [p1[3], p2[1], np.nan]]
-
-    def show(self):
-        """ A visualisation of the snap, e.g. lines to indicate what objects are snapped to what """
-        # get the positions of all three axes
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition(self.ax_target)
-        p3 = self.getPosition(self.ax_target2)
-        # get the
-        x1, y1 = self.getConnection(p1, p2, self.dir1)
-        x2, y2 = self.getConnection(p2, p3, self.dir2)
-        x1.extend(x2)
-        y1.extend(y2)
-        self.set_data(x1, y1)
-
-
-class SnapCenterWith(SnapBase):
-    """ A snap that checks if a text is centered with an axes """
-
-    def getPosition(self, text: TargetWrapper) -> (int, int):
-        """ get the position of the first object """
-        return np.array(text.get_transform().transform(text.target.get_position()))
-
-    def getPosition2(self, axes: TargetWrapper) -> int:
-        """ get the position of the second object """
-        pos = np.array(axes.figure.transFigure.transform(axes.target.get_position()))
-        p = pos[0, :]
-        p[self.edge] = np.mean(pos, axis=0)[self.edge]
-        return p
-
-    def getDistance(self, index: int) -> int:
-        """ Calculate the distance of the snap to its target """
-        # only if the right edge index (x or y) is queried, if not the distance is infinite
-        if self.edge % 2 != index:
-            return np.inf
-        # get the position of both objects
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition2(self.ax_target)
-        # get the distance of the two objects in the target dimension
-        return p1[self.edge] - p2[self.edge]
-
-    def show(self):
-        """ A visualisation of the snap, e.g. lines to indicate what objects are snapped to what """
-        # get the position of both objects
-        p1 = self.getPosition(self.ax_source)
-        p2 = self.getPosition2(self.ax_target)
-        # draw a line connecting the centers of the objects
-        self.set_data((p1[0], p2[0]), (p1[1], p2[1]))
-
-
-def checkSnaps(snaps: List[SnapBase]) -> (int, int):
-    """ get the x and y offsets the snaps suggest """
-    result = [0, 0]
-    # iterate over x and y
-    for index in range(2):
-        # find the best snap
-        best = np.inf
-        for snap in snaps:
-            delta = snap.checkSnap(index)
-            if delta is not None and abs(delta) < abs(best):
-                best = delta
-        # if there is a snap suggestion, store it
-        if best < np.inf:
-            result[index] = best
-    # return the best suggestion
-    return result
-
-
-def checkSnapsActive(snaps: List[SnapBase]):
-    """ check if snaps are active and show them if yes """
-    for snap in snaps:
-        snap.checkSnapActive()
-
-
-def getSnaps(targets: List[TargetWrapper], dir: int, no_height=False) -> List[SnapBase]:
-    """ get all snap objects for the target and the direction """
-    snaps = []
-    targets = [t.target for t in targets]
-    for target in targets:
-        if isinstance(target, Legend):
-            continue
-        if isinstance(target, Text):
-            if checkXLabel(target):
-                snaps.append(SnapCenterWith(target, checkXLabel(target), 0))
-            elif checkYLabel(target):
-                snaps.append(SnapCenterWith(target, checkYLabel(target), 1))
-            for ax in target.figure.axes + [target.figure]:
-                for txt in ax.texts:
-                    # for other texts
-                    if txt in targets or not txt.get_visible():
-                        continue
-                    # snap to the x and the y coordinate
-                    x, y = txt.get_transform().transform(txt.get_position())
-                    snaps.append(SnapSamePos(target, txt, 0))
-                    snaps.append(SnapSamePos(target, txt, 1))
-            continue
-        for index, axes in enumerate(target.figure.axes):
-            if axes not in targets and axes.get_visible():
-                # axes edged
-                if dir & DIR_X0:
-                    snaps.append(SnapSameEdge(target, axes, 0))
-                if dir & DIR_Y0:
-                    snaps.append(SnapSameEdge(target, axes, 1))
-                if dir & DIR_X1:
-                    snaps.append(SnapSameEdge(target, axes, 2))
-                if dir & DIR_Y1:
-                    snaps.append(SnapSameEdge(target, axes, 3))
-
-                # snap same dimensions
-                if not no_height:
-                    if dir & DIR_X0:
-                        snaps.append(SnapSameDimension(target, axes, 0))
-                    if dir & DIR_X1:
-                        snaps.append(SnapSameDimension(target, axes, 2))
-                    if dir & DIR_Y0:
-                        snaps.append(SnapSameDimension(target, axes, 1))
-                    if dir & DIR_Y1:
-                        snaps.append(SnapSameDimension(target, axes, 3))
-
-                for axes2 in target.figure.axes:
-                    if axes2 != axes and axes2 not in targets and axes2.get_visible():
-                        snaps.append(SnapSameBorder(target, axes, axes2, dir))
-    return snaps
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+# snap.py
+
+# Copyright (c) 2016-2020, Richard Gerum
+#
+# This file is part of Pylustrator.
+#
+# Pylustrator is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# Pylustrator is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
+
+from typing import TYPE_CHECKING, List, Optional, Tuple, Any, Sequence, cast
+from packaging import version
+from numpy.typing import NDArray
+
+if TYPE_CHECKING:
+    from PyQt5 import QtCore, QtGui, QtWidgets
+else:
+    from qtpy import QtCore, QtGui, QtWidgets
+
+import matplotlib as mpl
+import numpy as np
+from matplotlib.artist import Artist
+
+try:  # starting from mpl version 3.6.0
+    from matplotlib.axes import Axes
+except ImportError:
+    from matplotlib.axes._subplots import Axes  # ty:ignore[unresolved-import]
+from matplotlib.legend import Legend
+from matplotlib.patches import Patch, Rectangle, Ellipse, FancyArrowPatch
+from matplotlib.text import Text
+from matplotlib.figure import Figure
+
+from matplotlib.figure import SubFigure  # since matplotlib 3.4.0
+from .helper_functions import main_figure
+
+# Type alias for a 2D point - internally always a numpy array
+Point = NDArray[np.floating[Any]]
+PointList = List[Point]
+
+
+def _to_point(p: Tuple[float, float] | Sequence[float] | NDArray[Any]) -> Point:
+    """Convert any point-like input to our internal Point representation (numpy array)."""
+    return np.asarray(p, dtype=np.float64)
+
+
+def _to_tuple(p: Point) -> Tuple[float, float]:
+    """Convert internal Point to tuple for matplotlib API calls."""
+    return (float(p[0]), float(p[1]))
+
+
+DIR_X0 = 1
+DIR_Y0 = 2
+DIR_X1 = 4
+DIR_Y1 = 8
+
+
+def checkXLabel(target: Artist):
+    """checks if the target is the xlabel of an axis"""
+    for axes in target.figure.axes:
+        if axes.xaxis.get_label() == target:
+            return axes
+
+
+def checkYLabel(target: Artist):
+    """checks if the target is the ylabel of an axis"""
+    for axes in target.figure.axes:
+        if axes.yaxis.get_label() == target:
+            return axes
+
+
+def cache_property(object, name):
+    if getattr(object, f"_pylustrator_cached_{name}", False) is True:
+        return
+    setattr(object, f"_pylustrator_cached_{name}", True)
+    getter = getattr(object, f"get_{name}")
+    setter = getattr(object, f"set_{name}")
+
+    def new_getter(*args, **kwargs):
+        if getattr(object, f"_pylustrator_cache_{name}", None) is None:
+            setattr(object, f"_pylustrator_cache_{name}", getter(*args, **kwargs))
+        return getattr(object, f"_pylustrator_cache_{name}", None)
+
+    def new_setter(*args, **kwargs):
+        result = setter(*args, **kwargs)
+        setattr(object, f"_pylustrator_cache_{name}", None)
+        return result
+
+    setattr(object, f"get_{name}", new_getter)
+    setattr(object, f"set_{name}", new_setter)
+
+
+class TargetWrapper(object):
+    """a wrapper to add unified set and get position methods for any matplotlib artist"""
+
+    def __init__(self, target: Artist):
+        self.target: Artist = target
+        figure = target.figure
+        if figure is None or not isinstance(figure, Figure):
+            raise ValueError("TargetWrapper needs a figure")
+        self.figure: Figure = figure
+        self.do_scale = True
+        self.fixed_aspect = False
+        # a patch uses the data_transform
+        if isinstance(self.target, Patch):
+            self.get_transform = self.target.get_data_transform
+        # axes use the figure_transform
+        elif isinstance(self.target, Axes):
+            # and optionally have a fixed aspect ratio
+            if (
+                    self.target.get_aspect() != "auto"
+                    and self.target.get_adjustable() != "datalim"
+            ):
+                self.fixed_aspect = True
+            # old matplotlib version
+            if version.parse(mpl.__version__) < version.parse("3.4.0"):
+                self.get_transform = lambda: self.target.figure.transFigure
+            else:
+                self.get_transform = (
+                    lambda: self.target.figure.transSubfigure
+                    if isinstance(self.target.figure, SubFigure)
+                    else self.target.figure.transFigure
+                )
+
+            # cache the get_position
+            cache_property(self.target, "position")
+        # texts use get_transform
+        elif isinstance(self.target, Text):
+            if getattr(self.target, "xy", None) is not None:
+                self.do_scale = True
+            else:
+                self.do_scale = False
+            if checkXLabel(self.target):
+                self.label_factor = self.figure.dpi / 72.0
+                if getattr(self.target, "pad_offset", None) is None:
+                    self.target.pad_offset = (
+                            self.target.get_position()[1]
+                            - checkXLabel(self.target).xaxis.labelpad * self.label_factor
+                    )
+                self.label_y = self.target.get_position()[1]
+            elif checkYLabel(self.target):
+                self.label_factor = self.figure.dpi / 72.0
+                if getattr(self.target, "pad_offset", None) is None:
+                    self.target.pad_offset = (
+                            self.target.get_position()[0]
+                            - checkYLabel(self.target).yaxis.labelpad * self.label_factor
+                    )
+                self.label_x = self.target.get_position()[0]
+            self.get_transform = self.target.get_transform
+        # the default is to use get_transform
+        else:
+            self.get_transform = self.target.get_transform
+            self.do_scale = False
+
+    def get_positions(
+            self, use_previous_offset: bool = False, update_offset: bool = False
+    ) -> PointList:
+        """get the current position of the target Artist"""
+        points: PointList = []
+        if isinstance(self.target, Rectangle):
+            points.append(_to_point(self.target.get_xy()))
+            p2 = (
+                self.target.get_x() + self.target.get_width(),
+                self.target.get_y() + self.target.get_height(),
+            )
+            points.append(_to_point(p2))
+        elif isinstance(self.target, Ellipse):
+            c = cast(Tuple[float, float], self.target.center)
+            w = self.target.width
+            h = self.target.height
+            points.append(_to_point((c[0] - w / 2, c[1] - h / 2)))
+            points.append(_to_point((c[0] + w / 2, c[1] + h / 2)))
+        elif isinstance(self.target, FancyArrowPatch):
+            points.append(_to_point(self.target._posA_posB[0]))  # ty:ignore[unresolved-attribute]
+            points.append(_to_point(self.target._posA_posB[1]))  # ty:ignore[unresolved-attribute]
+            for vertex in self.target.get_path().vertices:
+                points.append(_to_point(vertex))
+        elif isinstance(self.target, Text):
+            points.append(_to_point(self.target.get_position()))
+            if checkXLabel(self.target):
+                points[0] = _to_point((points[0][0], self.label_y))
+            elif checkYLabel(self.target):
+                points[0] = _to_point((self.label_x, points[0][1]))
+            if getattr(self.target, "xy", None) is not None:
+                points.append(_to_point(self.target.xy))  # ty:ignore[unresolved-attribute]
+            bbox = self.target.get_bbox_patch()
+            if bbox:
+                points.append(
+                    _to_point(
+                        bbox.get_transform().transform((bbox.get_x(), bbox.get_y()))
+                    )
+                )
+                points.append(
+                    _to_point(
+                        bbox.get_transform().transform(
+                            (
+                                bbox.get_x() + bbox.get_width(),
+                                bbox.get_y() + bbox.get_height(),
+                            )
+                        )
+                    )
+                )
+            points[-2:] = self.transform_inverted_points(points[-2:])
+            if use_previous_offset is True:
+                offset = getattr(self.target, "_pylustrator_offset", _to_point((0, 0)))
+                points[2] = points[0] + offset + points[2] - points[1]
+                points[1] = points[0] + offset
+            else:
+                if (
+                        getattr(self.target, "_pylustrator_offset", None) is None
+                        or update_offset
+                ):
+                    self.target._pylustrator_offset = points[1] - points[0]  # ty:ignore[invalid-assignment]
+        elif isinstance(self.target, Axes):
+            p1, p2 = np.array(self.target.get_position())
+            points.append(_to_point(p1))
+            points.append(_to_point(p2))
+        elif isinstance(self.target, SubFigure):
+            points.append(_to_point((self.target.bbox.x0, self.target.bbox.y0)))
+            points.append(_to_point((self.target.bbox.x1, self.target.bbox.y1)))
+        elif isinstance(self.target, Legend):
+            bbox = self.target.get_frame().get_bbox()
+            if isinstance(self.target.axes, Axes):
+                transform = self.target.axes.transAxes
+            elif isinstance(self.target.figure, Figure):
+                transform = self.target.figure.transFigure
+            else:
+                transform = self.target.figure.transSubfigure
+            if isinstance(self.target._get_loc(), int):
+                # if the legend doesn't have a location yet, use the left bottom corner of the bounding box
+                self.target._set_loc(
+                    tuple(transform.inverted().transform(tuple([bbox.x0, bbox.y0])))
+                )
+            points.append(_to_point(transform.transform(self.target._get_loc())))
+            # add points to span bounding box around the frame
+            points.append(_to_point((bbox.x0, bbox.y0)))
+            points.append(_to_point((bbox.x1, bbox.y1)))
+            if use_previous_offset is True:
+                offset = getattr(self.target, "_pylustrator_offset", _to_point((0, 0)))
+                points[2] = points[0] + offset + points[2] - points[1]
+                points[1] = points[0] + offset
+            else:
+                if (
+                        getattr(self.target, "_pylustrator_offset", None) is None
+                        or update_offset
+                ):
+                    self.target._pylustrator_offset = points[1] - points[0]
+        return self.transform_points(points)
+
+    def set_positions(self, points: Sequence[Point]) -> None:
+        """set the position of the target Artist"""
+        pts = self.transform_inverted_points(points)
+
+        if self.figure.figure is not None:
+            change_tracker = self.figure.figure.change_tracker
+        else:
+            change_tracker = self.figure.change_tracker
+
+        if isinstance(self.target, Rectangle):
+            self.target.set_xy(_to_tuple(pts[0]))
+            self.target.set_width(float(pts[1][0] - pts[0][0]))
+            self.target.set_height(float(pts[1][1] - pts[0][1]))
+            label = self.target.get_label()
+            if not isinstance(label, str):
+                raise TypeError("Label is not a string")
+            if label is None or not label.startswith("_rect"):
+                change_tracker.addChange(
+                    self.target, ".set_xy([%f, %f])" % tuple(self.target.get_xy())
+                )
+                change_tracker.addChange(
+                    self.target, ".set_width(%f)" % self.target.get_width()
+                )
+                change_tracker.addChange(
+                    self.target, ".set_height(%f)" % self.target.get_height()
+                )
+        elif isinstance(self.target, Ellipse):
+            self.target.center = _to_tuple(np.mean(pts, axis=0))
+            self.target.width = float(pts[1][0] - pts[0][0])
+            self.target.height = float(pts[1][1] - pts[0][1])
+            change_tracker.addChange(
+                self.target,
+                ".center = (%f, %f)" % self.target.center,
+            )
+            change_tracker.addChange(self.target, ".width = %f" % self.target.width)
+            change_tracker.addChange(self.target, ".height = %f" % self.target.height)
+        elif isinstance(self.target, FancyArrowPatch):
+            self.target.set_positions(_to_tuple(pts[0]), _to_tuple(pts[1]))
+            change_tracker.addChange(
+                self.target,
+                ".set_positions(%s, %s)" % (_to_tuple(pts[0]), _to_tuple(pts[1])),
+            )
+        elif isinstance(self.target, Text):
+            if checkXLabel(self.target):
+                axes = checkXLabel(self.target)
+                axes.xaxis.labelpad = (
+                        -(pts[0][1] - self.target.pad_offset) / self.label_factor  # ty:ignore[unresolved-attribute]
+                )
+                change_tracker.addChange(
+                    axes, ".xaxis.labelpad = %f" % axes.xaxis.labelpad
+                )
+
+                self.target.set_position(_to_tuple(pts[0]))
+                self.label_y = float(pts[0][1])
+            elif checkYLabel(self.target):
+                axes = checkYLabel(self.target)
+                axes.yaxis.labelpad = (
+                        -(pts[0][0] - self.target.pad_offset) / self.label_factor  # ty:ignore[unresolved-attribute]
+                )
+                change_tracker.addChange(
+                    axes, ".yaxis.labelpad = %f" % axes.yaxis.labelpad
+                )
+
+                self.target.set_position(_to_tuple(pts[0]))
+                self.label_x = float(pts[0][0])
+            else:
+                self.target.set_position(_to_tuple(pts[0]))
+                if isinstance(self.target, Text):
+                    change_tracker.addNewTextChange(self.target)
+                else:
+                    change_tracker.addChange(
+                        self.target,
+                        ".set_position([%f, %f])" % self.target.get_position(),
+                    )
+                if getattr(self.target, "xy", None) is not None:
+                    self.target.xy = _to_tuple(pts[1])  # ty:ignore[invalid-assignment]
+                    change_tracker.addChange(
+                        self.target,
+                        ".xy = (%f, %f)" % self.target.xy,  # ty:ignore[unresolved-attribute]
+                    )
+        elif isinstance(self.target, Legend):
+            if isinstance(self.target.axes, Axes):
+                transform = self.target.axes.transAxes
+            elif isinstance(self.target.figure, Figure):
+                transform = self.target.figure.transFigure
+            else:
+                transform = self.target.figure.transSubfigure
+            point = transform.inverted().transform(pts[0])
+            self.target._loc = tuple(point)  # ty:ignore[invalid-assignment]
+            change_tracker.addNewLegendChange(self.target)
+            # change_tracker.addChange(self.target, "._set_loc((%f, %f))" % tuple(point))
+        elif isinstance(self.target, Axes):
+            position = np.array([pts[0], pts[1] - pts[0]]).flatten()
+            if self.fixed_aspect:
+                position[3] = (
+                        position[2]
+                        * self.target.get_position().height
+                        / self.target.get_position().width
+                )
+            self.target.set_position(position)
+            change_tracker.addNewAxesChange(self.target)
+            # change_tracker.addChange(self.target, ".set_position([%f, %f, %f, %f])" % tuple(
+            #    np.array([pts[0], pts[1] - pts[0]]).flatten()))
+        setattr(self.target, "_pylustrator_cached_get_extend", None)
+
+    def get_extent(self) -> Tuple[float, float, float, float]:
+        # get get_extent as it can be called very frequently when checking snap conditions
+        if getattr(self.target, "_pylustrator_cached_get_extend_added", False):
+            setattr(self.target, "_pylustrator_cached_get_extend_added", True)
+        if getattr(self.target, "_pylustrator_cached_get_extend", None) is None:
+            setattr(self.target, "_pylustrator_cached_get_extend", self.do_get_extent())
+        return getattr(self.target, "_pylustrator_cached_get_extend")
+
+    def do_get_extent(self) -> Tuple[float, float, float, float]:
+        """get the extent of the target"""
+        points = np.array(self.get_positions())
+        return (
+            np.min(points[:, 0]),
+            np.min(points[:, 1]),
+            np.max(points[:, 0]),
+            np.max(points[:, 1]),
+        )
+
+    def transform_points(self, points: Sequence[Point]) -> PointList:
+        """transform points from the targets local coordinate system to the figure coordinate system"""
+        transform = self.get_transform()
+        return [_to_point(transform.transform(p)) for p in points]
+
+    def transform_inverted_points(self, points: Sequence[Point]) -> PointList:
+        """transform points from the figure coordinate system to the targets local coordinate system"""
+        transform = self.get_transform()
+        return [_to_point(transform.inverted().transform(p)) for p in points]
+
+
+class SnapBase:
+    """The base class to implement snaps."""
+
+    data = None
+
+    def __init__(self, ax_source: Artist, ax_target: Artist, edge: int):
+        # wrap both object with a TargetWrapper
+        self.ax_source = TargetWrapper(ax_source)
+        self.ax_target = TargetWrapper(ax_target)
+        self.edge = edge
+        # initialize a line object for the visualisation of the snap
+        self.draw_path = QtWidgets.QGraphicsPathItem()
+        parent = main_figure(ax_source)._pyl_graphics_scene_snapparent
+        parent.scene().addItem(self.draw_path)
+        pen1 = QtGui.QPen(QtGui.QColor("red"), 2)
+        pen1.setStyle(QtCore.Qt.PenStyle.DashLine)
+        self.draw_path.setPen(pen1)
+
+    def getPosition(self, target: TargetWrapper) -> Tuple[float, float, float, float]:
+        """get the position of a target"""
+        try:
+            return target.get_extent()
+        except AttributeError:
+            pos = target.figure.transFigure.transform(
+                cast(Any, target.target).get_position()
+            )
+            x, y = float(pos[0]), float(pos[1])
+            return (x, y, x, y)
+
+    def getDistance(self, index: int) -> float:
+        """Calculate the distance of the snap to its target"""
+        return 0.0
+
+    def checkSnap(self, index: int) -> Optional[float]:
+        """Return the distance to the targets or None"""
+        distance = self.getDistance(index)
+        if abs(distance) < 10:
+            return distance
+        return None
+
+    def checkSnapActive(self):
+        """Test if the snap condition is fullfilled"""
+        distance = min([self.getDistance(index) for index in [0, 1]])
+        # show the snap if the distance to a target is smaller than 1
+        if abs(distance) < 1:
+            self.show()
+        else:
+            self.hide()
+
+    def show(self):
+        """Implements a visualisation of the snap, e.g. lines to indicate what objects are snapped to what"""
+        pass
+
+    def set_data(self, xdata, ydata):
+        painter_path = QtGui.QPainterPath()
+        move = True
+        current_pos = (0, 0)
+        for x, y in zip(xdata, ydata):
+            if np.isnan(x):
+                move = True
+                continue
+            y = self.ax_target.figure.canvas.height() - y
+            if move is True:
+                painter_path.moveTo(x, y)
+                current_pos = (x, y)
+                move = False
+            else:
+                if current_pos[0] > x:
+                    painter_path.moveTo(x, y)
+                    painter_path.lineTo(*current_pos)
+                    current_pos = (x, y)
+                else:
+                    painter_path.lineTo(x, y)
+                    current_pos = (x, y)
+        self.draw_path.setPath(painter_path)
+        self.data = (xdata, ydata)
+
+    def hide(self):
+        """Hides the visualisation"""
+        self.set_data((), ())
+
+    def remove(self):
+        """Remove the snap and its visualisation"""
+        self.hide()
+
+        scene = self.draw_path.scene()
+        if scene is None:
+            return
+        scene.removeItem(self.draw_path)
+
+
+class SnapSameEdge(SnapBase):
+    """a snap that checks if two objects share an edge"""
+
+    def getDistance(self, index: int) -> float:
+        """Calculate the distance of the snap to its target"""
+        # only if the right edge index (x or y) is queried, if not the distance is infinite
+        if self.edge % 2 != index:
+            return np.inf
+        # get the position of both objects
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition(self.ax_target)
+        # and return the difference in the target dimension
+        return float(p1[self.edge] - p2[self.edge])
+
+    def show(self):
+        """A visualisation of the snap, e.g. lines to indicate what objects are snapped to what"""
+        # get the position of both objects
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition(self.ax_target)
+        # if the focus edge is x, draw a line along the edge
+        if self.edge % 2 == 0:
+            self.set_data(
+                (p1[self.edge], p1[self.edge], p2[self.edge], p2[self.edge]),
+                (
+                    p1[self.edge - 1],
+                    p1[self.edge + 1],
+                    p2[self.edge - 1],
+                    p2[self.edge + 1],
+                ),
+            )
+        # if the focus edge is y
+        else:
+            self.set_data(
+                (
+                    p1[self.edge - 1],
+                    p1[self.edge - 3],
+                    p2[self.edge - 1],
+                    p2[self.edge - 3],
+                ),
+                (p1[self.edge], p1[self.edge], p2[self.edge], p2[self.edge]),
+            )
+
+
+class SnapSameDimension(SnapBase):
+    """a snap that checks if two objects have the same width or height"""
+
+    def getDistance(self, index: int) -> float:
+        """Calculate the distance of the snap to its target"""
+        # only if the right edge index (x or y) is queried, if not the distance is infinite
+        if self.edge % 2 != index:
+            return np.inf
+        # get the position of both objects
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition(self.ax_target)
+        # and the difference of the widths (or heights) of the objects
+        return float(
+            (p2[self.edge - 2] - p2[self.edge]) - (p1[self.edge - 2] - p1[self.edge])
+        )
+
+    def show(self):
+        """A visualisation of the snap, e.g. lines to indicate what objects are snapped to what"""
+        # get the position of both objects
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition(self.ax_target)
+        # if the focus edge is x, draw a line though the center of each object
+        if self.edge % 2 == 0:
+            self.set_data(
+                (p1[0], p1[2], np.nan, p2[0], p2[2]),
+                (
+                    p1[1] * 0.5 + p1[3] * 0.5,
+                    p1[1] * 0.5 + p1[3] * 0.5,
+                    np.nan,
+                    p2[1] * 0.5 + p2[3] * 0.5,
+                    p2[1] * 0.5 + p2[3] * 0.5,
+                ),
+            )
+        # if the focus edge is y
+        else:
+            self.set_data(
+                (
+                    p1[0] * 0.5 + p1[2] * 0.5,
+                    p1[0] * 0.5 + p1[2] * 0.5,
+                    np.nan,
+                    p2[0] * 0.5 + p2[2] * 0.5,
+                    p2[0] * 0.5 + p2[2] * 0.5,
+                ),
+                (p1[1], p1[3], np.nan, p2[1], p2[3]),
+            )
+
+
+class SnapSamePos(SnapBase):
+    """a snap that checks if two objects have the same position"""
+
+    def getPosition(self, target: TargetWrapper) -> Tuple[float, float, float, float]:
+        # get the position of an object
+        if not isinstance(target.target, Text):
+            raise ValueError("SnapSamePos can only be used with text")
+        pos = target.get_transform().transform(target.target.get_position())
+        x, y = float(pos[0]), float(pos[1])
+        return (x, y, x, y)
+
+    def getDistance(self, index: int) -> float:
+        """Calculate the distance of the snap to its target"""
+        # only if the right edge index (x or y) is queried, if not the distance is infinite
+        if self.edge % 2 != index:
+            return np.inf
+        # get the position of both objects
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition(self.ax_target)
+        # get the distance of the two objects in the target dimension
+        return float(p1[self.edge] - p2[self.edge])
+
+    def show(self):
+        """A visualization of the snap, e.g. lines to indicate what objects are snapped to what"""
+        # get the position of both objects
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition(self.ax_target)
+        # draw a line connecting the centers of the objects
+        self.set_data((p1[0], p2[0]), (p1[1], p2[1]))
+
+
+class SnapSameBorder(SnapBase):
+    """A snap that checks if tree axes share the space between them"""
+
+    def __init__(
+            self, ax_source: Artist, ax_target: Artist, ax_target2: Artist, edge: int
+    ):
+        super().__init__(ax_source, ax_target, edge)
+        self.ax_target2 = TargetWrapper(ax_target2)
+
+    def overlap(
+            self,
+            p1: Tuple[float, float, float, float],
+            p2: Tuple[float, float, float, float],
+            dir: int,
+    ):
+        """Test if two objects have an overlapping x or y region"""
+        if p1[dir + 2] < p2[dir] or p1[dir] > p2[dir + 2]:
+            return False
+        return True
+
+    def getBorders(
+            self,
+            p1: Tuple[float, float, float, float],
+            p2: Tuple[float, float, float, float],
+    ):
+        borders = []
+        for edge in [0, 1]:
+            if self.overlap(p1, p2, 1 - edge):
+                if p1[edge + 2] < p2[edge]:
+                    dist = p2[edge] - p1[edge + 2]
+                    borders.append([edge * 2 + 0, dist])
+                if p1[edge] > p2[edge + 2]:
+                    dist = p1[edge] - p2[edge + 2]
+                    borders.append([edge * 2 + 1, dist])
+        return np.array(borders)
+
+    def getDistance(self, index: int):
+        """Calculate the distance of the snap to its target"""
+        # get the positions of all three targets
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition(self.ax_target)
+        p3 = self.getPosition(self.ax_target2)
+
+        for edge in [index]:
+            if not (self.edge & DIR_X1) and not (self.edge & DIR_Y1):
+                if p1[edge + 2] < p2[edge]:
+                    continue
+            if not (self.edge & DIR_X0) and not (self.edge & DIR_Y0):
+                if p1[edge] > p2[edge + 2]:
+                    continue
+            if (p1[edge + 2] < p2[edge] or p1[edge] > p2[edge + 2]) and self.overlap(
+                    p1,
+                    p2,
+                    1 - edge,
+            ):
+                distances = np.array([p2[edge] - p1[edge + 2], p1[edge] - p2[edge + 2]])
+                index1 = np.argmax(distances)
+                distance = distances[index1]
+                borders = self.getBorders(p2, p3)
+                if len(borders):
+                    deltas = distance - borders[:, 1]
+                    index2 = np.argmin(np.abs(deltas))
+                    self.dir2 = borders[index2, 0]
+                    self.dir1 = edge * 2 + index1
+                    return deltas[index2] * (-1 + 2 * index1)
+        return np.inf
+
+    def getConnection(self, p1: Tuple[float, float, float, float],
+                      p2: Tuple[float, float, float, float], dir: int):
+        """return the coordinates of a line that spans the space between to axes"""
+        # check which edge (e.g. x, y) and which direction (e.g. if to change the order of p1 and p2)
+        edge, order = dir // 2, dir % 2
+        # optionally change p1 with p2
+        if order == 1:
+            p1, p2 = p2, p1
+        # if edge is x
+        if edge == 0:
+            y = np.mean([max(p1[1], p2[1]), min(p1[3], p2[3])])
+            return [[p1[2], p2[0], np.nan], [y, y, np.nan]]
+        # if edge is y
+        x = np.mean([max(p1[0], p2[0]), min(p1[2], p2[2])])
+        return [[x, x, np.nan], [p1[3], p2[1], np.nan]]
+
+    def show(self):
+        """A visualisation of the snap, e.g. lines to indicate what objects are snapped to what"""
+        # get the positions of all three axes
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition(self.ax_target)
+        p3 = self.getPosition(self.ax_target2)
+        # get the
+        x1, y1 = self.getConnection(p1, p2, self.dir1)
+        x2, y2 = self.getConnection(p2, p3, self.dir2)
+        x1.extend(x2)
+        y1.extend(y2)
+        self.set_data(x1, y1)
+
+
+class SnapCenterWith(SnapBase):
+    """A snap that checks if a text is centered with an axes"""
+
+    def getPosition(self, target: TargetWrapper) -> Tuple[float, float, float, float]:
+        """get the position of the first object"""
+        target_text = target.target
+        if not isinstance(target_text, Text):
+            raise ValueError("SnapCenterWith can only be used with axes")
+        return np.array(target.get_transform().transform(target_text.get_position()))
+
+    def getPosition2(self, axes: TargetWrapper) -> np.ndarray:
+        """get the position of the second object"""
+        target_axes = axes.target
+        if not isinstance(target_axes, Axes):
+            raise ValueError("SnapCenterWith can only be used with axes")
+        pos = np.array(axes.figure.transFigure.transform(target_axes.get_position()))
+        p = pos[0, :]
+        p[self.edge] = np.mean(pos, axis=0)[self.edge]
+        return p
+
+    def getDistance(self, index: int) -> float:
+        """Calculate the distance of the snap to its target"""
+        # only if the right edge index (x or y) is queried, if not the distance is infinite
+        if self.edge % 2 != index:
+            return np.inf
+        # get the position of both objects
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition2(self.ax_target)
+        # get the distance of the two objects in the target dimension
+        return float(p1[self.edge] - p2[self.edge])
+
+    def show(self):
+        """A visualisation of the snap, e.g. lines to indicate what objects are snapped to what"""
+        # get the position of both objects
+        p1 = self.getPosition(self.ax_source)
+        p2 = self.getPosition2(self.ax_target)
+        # draw a line connecting the centers of the objects
+        self.set_data((p1[0], p2[0]), (p1[1], p2[1]))
+
+
+def checkSnaps(snaps: List[SnapBase]) -> list[float]:
+    """get the x and y offsets the snaps suggest"""
+    result: list[float] = [0, 0]
+    # iterate over x and y
+    for index in range(2):
+        # find the best snap
+        best = np.inf
+        for snap in snaps:
+            delta = snap.checkSnap(index)
+            if delta is not None and abs(delta) < abs(best):
+                best = delta
+        # if there is a snap suggestion, store it
+        if best < np.inf:
+            result[index] = best
+    # return the best suggestion
+    return result
+
+
+def checkSnapsActive(snaps: List[SnapBase]):
+    """check if snaps are active and show them if yes"""
+    for snap in snaps:
+        snap.checkSnapActive()
+
+
+def getSnaps(targets: List[TargetWrapper], dir: int, no_height=False) -> List[SnapBase]:
+    """get all snap objects for the target and the direction"""
+    snaps = []
+    target_artists: List[Artist] = [t.target for t in targets]
+    for target in target_artists:
+        if isinstance(target, Legend):
+            continue
+        if isinstance(target, Text):
+            if checkXLabel(target):
+                snaps.append(SnapCenterWith(target, checkXLabel(target), 0))
+            elif checkYLabel(target):
+                snaps.append(SnapCenterWith(target, checkYLabel(target), 1))
+            for ax in target.figure.axes + [target.figure]:
+                for txt in ax.texts:
+                    # for other texts
+                    if txt in target_artists or not txt.get_visible():
+                        continue
+                    # snap to the x and the y coordinate
+                    x, y = txt.get_transform().transform(txt.get_position())
+                    snaps.append(SnapSamePos(target, txt, 0))
+                    snaps.append(SnapSamePos(target, txt, 1))
+            continue
+        for index, axes in enumerate(target.figure.axes):
+            if axes not in target_artists and axes.get_visible():
+                # axes edged
+                if dir & DIR_X0:
+                    snaps.append(SnapSameEdge(target, axes, 0))
+                if dir & DIR_Y0:
+                    snaps.append(SnapSameEdge(target, axes, 1))
+                if dir & DIR_X1:
+                    snaps.append(SnapSameEdge(target, axes, 2))
+                if dir & DIR_Y1:
+                    snaps.append(SnapSameEdge(target, axes, 3))
+
+                # snap same dimensions
+                if not no_height:
+                    if dir & DIR_X0:
+                        snaps.append(SnapSameDimension(target, axes, 0))
+                    if dir & DIR_X1:
+                        snaps.append(SnapSameDimension(target, axes, 2))
+                    if dir & DIR_Y0:
+                        snaps.append(SnapSameDimension(target, axes, 1))
+                    if dir & DIR_Y1:
+                        snaps.append(SnapSameDimension(target, axes, 3))
+
+                for axes2 in target.figure.axes:
+                    if (
+                            axes2 != axes
+                            and axes2 not in target_artists
+                            and axes2.get_visible()
+                    ):
+                        snaps.append(SnapSameBorder(target, axes, axes2, dir))
+    return snaps
diff --git a/pyproject.toml b/pyproject.toml
index a1ed5e5..a2c735a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,25 +1,47 @@
-[tool.poetry]
+[project]
 name = "pylustrator"
 version = "1.3.0"
 description = "Adds interactivity to arrange panels in matplotlib."
-authors = ["rgerum <14153051+rgerum@users.noreply.github.com>"]
-license = "GPLv3"
+authors = [{ name = "Richard Gerum", email = "pypi.org.zookeeper162@passmail.net" }]
+license = "GPL-3.0-or-later"
 readme = "README.md"
-repository = 'https://github.com/rgerum/pylustrator'
+requires-python = ">=3.9"
+dependencies = [
+    "natsort>=2.0.0",
+    "numpy>=1.0.3",
+    "matplotlib>=2.0.2",
+    "PyQt5>=5.6",
+    "qtawesome>=0.5.0",
+    "scikit-image>=0.7.0",
+    "qtpy>=2.4.3",
+]
 
-[tool.poetry.dependencies]
-python = ">=3.9"
-natsort = ">=2.0.0"
-numpy = ">=1.0.3"
-matplotlib = ">=2.0.2"
-PyQt5 = ">=5.6"
-qtawesome = ">=0.5.0"
-scikit-image = ">=0.7.0"
+[project.urls]
+Homepage = "https://github.com/rgerum/pylustrator"
+Repository = "https://github.com/rgerum/pylustrator"
+Issues = "https://github.com/rgerum/pylustrator/issues"
+Documentation = "https://pylustrator.readthedocs.io/en/latest/"
 
-[tool.poetry.group.test.dependencies]
-pytest = "^7.2.0"
+[project.optional-dependencies]
+dev = ["ruff>=0.14.11", "ty>=0.0.10"]
+test = ["pytest>=7.2.0,<8.0.0"]
 
+[tool.ruff]
+exclude = ["docs/example_pylustrator.py"]
 
 [build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+requires = ["setuptools>=42", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[dependency-groups]
+docs = [
+    "mock>=5.2.0",
+    "nbsphinx>=0.9.8",
+    "sphinx-rtd-theme>=3.0.2",
+    "sphinxcontrib-bibtex>=2.6.5",
+]
+
+[tool.setuptools]
+packages = ["pylustrator", "pylustrator.components"]
+include-package-data = true
+
diff --git a/setup.py b/setup.py
deleted file mode 100644
index a6abdbd..0000000
--- a/setup.py
+++ /dev/null
@@ -1,46 +0,0 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-# setup.py
-
-# Copyright (c) 2016-2020, Richard Gerum
-#
-# This file is part of Pylustrator.
-#
-# Pylustrator is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-#
-# Pylustrator is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with Pylustrator. If not, see <http://www.gnu.org/licenses/>
-
-from setuptools import setup
-
-# read the contents of your README file
-from pathlib import Path
-this_directory = Path(__file__).parent
-long_description = (this_directory / "README.md").read_text()
-
-setup(name='pylustrator',
-      version="1.3.0",
-      description='Adds interactivity to arrange panels in matplotlib',
-      long_description=long_description,
-      url='https://github.com/rgerum/pylustrator',
-      license="GPLv3",
-      author='Richard Gerum',
-      author_email='richard.gerum@fau.de',
-      packages=['pylustrator', 'pylustrator.components'],
-      include_package_data=True,
-      install_requires=[
-          'natsort',
-          'numpy',
-          'matplotlib',
-          'qtawesome',
-          'scikit-image'
-      ],
-      )
diff --git a/tests/base_test_class.py b/tests/base_test_class.py
index 0c3dec5..7208c53 100644
--- a/tests/base_test_class.py
+++ b/tests/base_test_class.py
@@ -3,7 +3,7 @@
 import re
 from pathlib import Path
 import matplotlib.pyplot as plt
-from matplotlib.backend_bases import MouseEvent, KeyEvent
+from matplotlib.backend_bases import MouseEvent
 from typing import Any
 
 
@@ -11,7 +11,8 @@ def ensure_list(obj, count=1):
     if isinstance(obj, list):
         return obj
     else:
-        return [obj]*count
+        return [obj] * count
+
 
 def select_elements(fig, get_obj_list):
     if not isinstance(get_obj_list, list):
@@ -26,15 +27,19 @@ def select_elements(fig, get_obj_list):
         if index == 0:
             fig.figure_dragger.select_element(get_obj)
         else:
-            fig.figure_dragger.select_element(get_obj, MouseEvent("select", fig.canvas, 0, 0, key="shift"))
+            fig.figure_dragger.select_element(
+                get_obj, MouseEvent("select", fig.canvas, 0, 0, key="shift")
+            )
 
 
 class Undefined:
     pass
 
+
 class NotInSave:
     pass
 
+
 class Value:
     def __init__(self, value, value_saved=Undefined):
         self.value = value
@@ -92,7 +97,7 @@ def get_script_text(self):
 
     def run_plot_script(self):
         text = self.get_script_text()
-        exec(compile(text, self.filename, 'exec'), globals())
+        exec(compile(text, self.filename, "exec"), globals())
         self.fig = plt.gcf()
         return plt.gcf(), text
 
@@ -114,9 +119,13 @@ def check_line_in_file(self, line_start):
                         def grab_args(*args, **kwargs):
                             return args, kwargs
 
-                        arguments = re.match(re.escape(line_start)+r"(.*)\)", line).groups()[0]
+                        arguments = re.match(
+                            re.escape(line_start) + r"(.*)\)", line
+                        ).groups()[0]
                         return line, eval(f"grab_args({arguments})")
-                if line.startswith("#% start: automatic generated code from pylustrator"):
+                if line.startswith(
+                    "#% start: automatic generated code from pylustrator"
+                ):
                     in_block = True
                 if line.startswith("#% end: automatic generated code from pylustrator"):
                     in_block = False
@@ -129,7 +138,8 @@ def move_element(self, offset, element=None):
         # don't move it and save the result
         fig.selection.start_move()
         fig.selection.has_moved = True
-        fig.selection.addOffset(offset, fig.selection.dir)
+        dir_value = fig.selection.dir if fig.selection.dir is not None else 0
+        fig.selection.addOffset(offset, dir_value)
         fig.selection.end_move()
 
     def assertEqualStringOrArray(self, first, second, msg) -> None:
@@ -138,7 +148,9 @@ def assertEqualStringOrArray(self, first, second, msg) -> None:
         elif isinstance(first, list) and isinstance(first[0], str):
             self.assertEqual(first, second)
         else:
-            np.testing.assert_allclose(np.asarray(second), np.asarray(first), rtol=1e-3, err_msg=msg)
+            np.testing.assert_allclose(
+                np.asarray(second), np.asarray(first), rtol=1e-3, err_msg=msg
+            )
 
     def check_saved_property(self, property_name, line_command, value2, test_run=""):
         # find the saved string and check the numbers
@@ -165,18 +177,41 @@ def check_saved_property(self, property_name, line_command, value2, test_run="")
             kwargs["grid"] = args[0]
         if property_name == "despine":
             kwargs["despine"] = args[0]
-        self.assertEqualStringOrArray(value2, kwargs.get(property_name),
-                                      f"Property '{property_name}' not saved correctly. [{test_run}]")
-
-    def change_property(self, property_name, value, call, get_obj, line_command, test_run, value2: Any = "undefined", get_function=None, test_saved_value=None):
+        self.assertEqualStringOrArray(
+            value2,
+            kwargs.get(property_name),
+            f"Property '{property_name}' not saved correctly. [{test_run}]",
+        )
+
+    def change_property(
+        self,
+        property_name,
+        value,
+        call,
+        get_obj,
+        line_command,
+        test_run,
+        value2: Any = "undefined",
+        get_function=None,
+        test_saved_value=None,
+    ):
         if value2 == "undefined":
             value2 = value
         if isinstance(get_obj, list):
-            return self.change_property2(property_name, value, call, get_obj, line_command, test_run,
-                                         value2_list=value2)
+            return self.change_property2(
+                property_name,
+                value,
+                call,
+                get_obj,
+                line_command,
+                test_run,
+                value2_list=value2,
+            )
 
         if get_function is None:
-            get_function = lambda: getattr(get_obj(), f"get_{property_name}")()
+
+            def get_function():
+                return getattr(get_obj(), f"get_{property_name}")()
 
         # get the initial code
         fig = self.fig
@@ -196,24 +231,37 @@ def change_property(self, property_name, value, call, get_obj, line_command, tes
         fig.change_tracker.save()
 
         # test if the text has the right weight
-        self.assertEqualStringOrArray(value, get_function(),
-                                      f"Property '{property_name}' not set correctly. [{test_run}]")
+        self.assertEqualStringOrArray(
+            value,
+            get_function(),
+            f"Property '{property_name}' not set correctly. [{test_run}]",
+        )
 
         # test undo and redo
         fig.window.undo()
         print("current_value", current_value, get_function())
-        self.assertEqualStringOrArray(current_value, get_function(),
-                                      f"Property '{property_name}' undo failed. [{test_run}]")
+        self.assertEqualStringOrArray(
+            current_value,
+            get_function(),
+            f"Property '{property_name}' undo failed. [{test_run}]",
+        )
 
         # the output after undo should be the same as the beginning
         if self.no_undo_save_test is False:
             print("---- save after undo ----", end="")
             fig.change_tracker.save()
-            self.assertEqual(text0, self.get_script_text(), f"Saved differently after undo. Property '{property_name}'. [{test_run}]")
+            self.assertEqual(
+                text0,
+                self.get_script_text(),
+                f"Saved differently after undo. Property '{property_name}'. [{test_run}]",
+            )
 
         fig.window.redo()
-        self.assertEqualStringOrArray(value, get_function(),
-                                      f"Property '{property_name}' redo failed. [{test_run}]")
+        self.assertEqualStringOrArray(
+            value,
+            get_function(),
+            f"Property '{property_name}' redo failed. [{test_run}]",
+        )
 
         print("---- save after redo ----", end="")
         fig.change_tracker.save()
@@ -229,8 +277,11 @@ def change_property(self, property_name, value, call, get_obj, line_command, tes
 
         # test if the text has the right weight
         try:
-            self.assertEqualStringOrArray(value, get_function(),
-                                          f"Property '{property_name}' not restored correctly. [{test_run}]")
+            self.assertEqualStringOrArray(
+                value,
+                get_function(),
+                f"Property '{property_name}' not restored correctly. [{test_run}]",
+            )
             # when the task is to delete then finding it is an error
             if property_name == "visible" and line_command.endswith(".text("):
                 raise IndexError
@@ -247,19 +298,40 @@ def change_property(self, property_name, value, call, get_obj, line_command, tes
                 raise err
 
         # the output should still be the same
-        self.assertEqual(text, self.get_script_text(), f"Saved differently. Property '{property_name}'. [{test_run}]")
+        self.assertEqual(
+            text,
+            self.get_script_text(),
+            f"Saved differently. Property '{property_name}'. [{test_run}]",
+        )
 
     def check_property(self, get_obj_list, property_name_list, current_values, desc):
-        for get_obj, property_name, current_value in zip(get_obj_list, property_name_list, current_values):
-            self.assertEqualStringOrArray(current_value, getattr(get_obj(), f"get_{property_name}")(),
-                                          desc)
+        for get_obj, property_name, current_value in zip(
+            get_obj_list, property_name_list, current_values
+        ):
+            self.assertEqualStringOrArray(
+                current_value, getattr(get_obj(), f"get_{property_name}")(), desc
+            )
 
     def compare_list(self, get_obj_list, current_values, target_values, desc):
-        for get_obj, target_value, current_value in zip(get_obj_list, target_values, current_values):
+        for get_obj, target_value, current_value in zip(
+            get_obj_list, target_values, current_values
+        ):
             self.assertEqualStringOrArray(target_value, current_value, desc)
 
-    def change_property2(self, property_name_list, value_list, call, get_obj_list, line_command_list,
-                         test_run, value2_list="undefined", show=False, get_function=None, delete=False, test_saved_value=None):
+    def change_property2(
+        self,
+        property_name_list,
+        value_list,
+        call,
+        get_obj_list,
+        line_command_list,
+        test_run,
+        value2_list="undefined",
+        show=False,
+        get_function=None,
+        delete=False,
+        test_saved_value=None,
+    ):
         if value2_list == "undefined":
             value2_list = value_list
         get_obj_list = ensure_list(get_obj_list)
@@ -269,8 +341,12 @@ def change_property2(self, property_name_list, value_list, call, get_obj_list, l
         line_command_list = ensure_list(line_command_list, len(get_obj_list))
 
         if get_function is None:
-            get_function = lambda: [getattr(get_obj(), f"get_{property_name}")()
-                                    for get_obj, property_name in zip(get_obj_list, property_name_list)]
+
+            def get_function():
+                return [
+                    getattr(get_obj(), f"get_{property_name}")()
+                    for get_obj, property_name in zip(get_obj_list, property_name_list)
+                ]
 
         fig = self.fig
 
@@ -290,24 +366,39 @@ def change_property2(self, property_name_list, value_list, call, get_obj_list, l
         fig.change_tracker.save()
 
         # test if the text has the right weight
-        self.compare_list(get_obj_list, get_function(), value_list,
-                            f"Property '{property_name_list[0]}' not set correctly. [{test_run}]")
+        self.compare_list(
+            get_obj_list,
+            get_function(),
+            value_list,
+            f"Property '{property_name_list[0]}' not set correctly. [{test_run}]",
+        )
 
         # test undo and redo
         fig.window.undo()
-        self.compare_list(get_obj_list, get_function(), current_values,
-                            f"Property '{property_name_list[0]}' undo failed. [{test_run}]")
+        self.compare_list(
+            get_obj_list,
+            get_function(),
+            current_values,
+            f"Property '{property_name_list[0]}' undo failed. [{test_run}]",
+        )
 
         if self.no_undo_save_test is False:
             # the output after undo should be the same as the beginning
             print("\n---- save after undo ----", end="")
             fig.change_tracker.save()
-            self.assertEqual(text0, self.get_script_text(),
-                             f"Saved differently after undo. Property '{property_name_list[0]}'. [{test_run}]")
+            self.assertEqual(
+                text0,
+                self.get_script_text(),
+                f"Saved differently after undo. Property '{property_name_list[0]}'. [{test_run}]",
+            )
 
         fig.window.redo()
-        self.compare_list(get_obj_list, get_function(), value_list,
-                            f"Property '{property_name_list[0]}' redo failed. [{test_run}]")
+        self.compare_list(
+            get_obj_list,
+            get_function(),
+            value_list,
+            f"Property '{property_name_list[0]}' redo failed. [{test_run}]",
+        )
 
         print("\n---- save after redo ----", end="")
         fig.change_tracker.save()
@@ -315,7 +406,9 @@ def change_property2(self, property_name_list, value_list, call, get_obj_list, l
         # find the saved string and check the numbers
         # find the saved string and check the numbers
         if test_saved_value is None:
-            for command, value2, property_name in zip(line_command_list, value2_list, property_name_list):
+            for command, value2, property_name in zip(
+                line_command_list, value2_list, property_name_list
+            ):
                 self.check_saved_property(property_name, command, value2, test_run)
         else:
             test_saved_value()
@@ -325,8 +418,12 @@ def change_property2(self, property_name_list, value_list, call, get_obj_list, l
 
         try:
             # test if the text has the right weight
-            self.compare_list(get_obj_list, get_function(), value_list,
-                                f"Property '{property_name_list[0]}' not set failed. [{test_run}]")
+            self.compare_list(
+                get_obj_list,
+                get_function(),
+                value_list,
+                f"Property '{property_name_list[0]}' not set failed. [{test_run}]",
+            )
 
             # don't move it and save the result
             self.move_element((0, 0), get_obj_list)
@@ -341,5 +438,8 @@ def change_property2(self, property_name_list, value_list, call, get_obj_list, l
         fig.change_tracker.save()
 
         # the output should still be the same
-        self.assertEqual(text, self.get_script_text(),
-                         f"Saved differently. Property '{property_name_list}'. [{test_run}]")
\ No newline at end of file
+        self.assertEqual(
+            text,
+            self.get_script_text(),
+            f"Saved differently. Property '{property_name_list}'. [{test_run}]",
+        )
diff --git a/tests/test_axes.py b/tests/test_axes.py
index 83ac667..6b52fc7 100644
--- a/tests/test_axes.py
+++ b/tests/test_axes.py
@@ -3,7 +3,6 @@
 
 
 class TestAxes(BaseTest):
-
     def test_move_axes(self):
         # get the figure
         fig, text = self.run_plot_script()
@@ -14,15 +13,23 @@ def test_move_axes(self):
 
         # find the saved string and check the numbers
         line, (args, kwargs) = self.check_line_in_file("plt.figure(1).axes[0].set(")
-        np.testing.assert_almost_equal(kwargs["position"], [0.123438, 0.11, 0.227941, 0.77], 2,
-                                       "Figure movement not correctly written to file")
+        np.testing.assert_almost_equal(
+            kwargs["position"],
+            [0.123438, 0.11, 0.227941, 0.77],
+            2,
+            "Figure movement not correctly written to file",
+        )
 
         # run the file again
         fig, text = self.run_plot_script()
 
         # test if the axes is at the right position
-        np.testing.assert_almost_equal(np.array(fig.axes[0].get_position()), [[0.123438, 0.11], [0.351379, 0.88]], 2,
-                                       "Saved axes not loaded correctly")
+        np.testing.assert_almost_equal(
+            np.array(fig.axes[0].get_position()),
+            [[0.123438, 0.11], [0.351379, 0.88]],
+            2,
+            "Saved axes not loaded correctly",
+        )
 
         # don't move it and save the result
         self.move_element((0, 0), fig.axes[0])
@@ -35,82 +42,155 @@ def test_axis_limits(self):
         # get the figure
         fig, text = self.run_plot_script()
 
-        get_axes = lambda: fig.axes[0]
+        def get_axes():
+            return fig.axes[0]
+
         line_command = "plt.figure(1).axes[0].set("
         test_run = "Change axes limits."
 
-        self.change_property2("xlim", (1, 10), lambda _: self.fig.window.input_properties.input_xaxis.input_lim.setValue((1, 10), signal=True), get_axes, line_command,
-                             test_run)
-
-        self.change_property2("ylim", (2, 8), lambda _: self.fig.window.input_properties.input_yaxis.input_lim.setValue((2, 8), signal=True), get_axes, line_command,
-                             test_run)
-
-        self.change_property2("xlabel", "label",
-                             lambda _: self.fig.window.input_properties.input_xaxis.input_label.setText("label",
-                                                                                                       signal=True),
-                             get_axes, line_command,
-                             test_run)
-
-        self.change_property2("ylabel", "label",
-                             lambda _: self.fig.window.input_properties.input_yaxis.input_label.setText("label",
-                                                                                                        signal=True),
-                             get_axes, line_command,
-                             test_run)
-
-        get_axes = [lambda: fig.axes[0], lambda: fig.axes[1]]
+        self.change_property2(
+            "xlim",
+            (1, 10),
+            lambda _: self.fig.window.input_properties.input_xaxis.input_lim.setValue(
+                (1, 10), signal=True
+            ),
+            get_axes,
+            line_command,
+            test_run,
+        )
+
+        self.change_property2(
+            "ylim",
+            (2, 8),
+            lambda _: self.fig.window.input_properties.input_yaxis.input_lim.setValue(
+                (2, 8), signal=True
+            ),
+            get_axes,
+            line_command,
+            test_run,
+        )
+
+        self.change_property2(
+            "xlabel",
+            "label",
+            lambda _: self.fig.window.input_properties.input_xaxis.input_label.setText(
+                "label", signal=True
+            ),
+            get_axes,
+            line_command,
+            test_run,
+        )
+
+        self.change_property2(
+            "ylabel",
+            "label",
+            lambda _: self.fig.window.input_properties.input_yaxis.input_label.setText(
+                "label", signal=True
+            ),
+            get_axes,
+            line_command,
+            test_run,
+        )
+
+        get_axes_list = [lambda: fig.axes[0], lambda: fig.axes[1]]
         line_command = ["plt.figure(1).axes[0].set(", "plt.figure(1).axes[1].set("]
         test_run = "Change axes limits of two axes."
 
-        self.change_property2("xlim", (0.3, 10.7),
-                              lambda _: self.fig.window.input_properties.input_xaxis.input_lim.setValue((0.3, 10.7),
-                                                                                                        signal=True),
-                              get_axes, line_command,
-                              test_run)
-
-        self.change_property2("ylim", (0.3, 10.7),
-                              lambda _: self.fig.window.input_properties.input_yaxis.input_lim.setValue((0.3, 10.7),
-                                                                                                        signal=True),
-                              get_axes, line_command,
-                              test_run)
-
-        self.change_property2("xlabel", "label2",
-                              lambda _: self.fig.window.input_properties.input_xaxis.input_label.setText("label2",
-                                                                                                         signal=True),
-                              get_axes, line_command,
-                              test_run)
-
-        self.change_property2("ylabel", "label2",
-                              lambda _: self.fig.window.input_properties.input_yaxis.input_label.setText("label2",
-                                                                                                         signal=True),
-                              get_axes, line_command,
-                              test_run)
+        self.change_property2(
+            "xlim",
+            (0.3, 10.7),
+            lambda _: self.fig.window.input_properties.input_xaxis.input_lim.setValue(
+                (0.3, 10.7), signal=True
+            ),
+            get_axes_list,
+            line_command,
+            test_run,
+        )
+
+        self.change_property2(
+            "ylim",
+            (0.3, 10.7),
+            lambda _: self.fig.window.input_properties.input_yaxis.input_lim.setValue(
+                (0.3, 10.7), signal=True
+            ),
+            get_axes_list,
+            line_command,
+            test_run,
+        )
+
+        self.change_property2(
+            "xlabel",
+            "label2",
+            lambda _: self.fig.window.input_properties.input_xaxis.input_label.setText(
+                "label2", signal=True
+            ),
+            get_axes_list,
+            line_command,
+            test_run,
+        )
+
+        self.change_property2(
+            "ylabel",
+            "label2",
+            lambda _: self.fig.window.input_properties.input_yaxis.input_label.setText(
+                "label2", signal=True
+            ),
+            get_axes_list,
+            line_command,
+            test_run,
+        )
+
     def test_axis_grid(self):
         # get the figure
         fig, text = self.run_plot_script()
 
-        get_axes = lambda: fig.axes[0]
+        def get_axes():
+            return fig.axes[0]
+
         line_command = "plt.figure(1).axes[0].grid("
         test_run = "Change axes grid."
 
-        self.change_property("grid", True, lambda _: self.fig.window.input_properties.button_grid.clicked.emit(True), get_axes, line_command,
-                             test_run, get_function=lambda: getattr(get_axes(), "_gridOnMajor", False) or getattr(get_axes().xaxis, "_major_tick_kw", {"gridOn": False})['gridOn'])
+        self.change_property(
+            "grid",
+            True,
+            lambda _: self.fig.window.input_properties.button_grid.clicked.emit(True),
+            get_axes,
+            line_command,
+            test_run,
+            get_function=lambda: getattr(get_axes(), "_gridOnMajor", False)
+            or getattr(get_axes().xaxis, "_major_tick_kw", {"gridOn": False})["gridOn"],
+        )
 
     def test_axis_despine(self):
         # get the figure
         fig, text = self.run_plot_script()
 
-        get_axes = lambda: fig.axes[0]
+        def get_axes():
+            return fig.axes[0]
+
         line_command = "plt.figure(1).axes[0].spines[['right', 'top']].set_visible("
         test_run = "Change axes despine."
 
-        self.change_property("despine", False, lambda _: self.fig.window.input_properties.button_despine.clicked.emit(True), get_axes, line_command,
-                             test_run, get_function=lambda: get_axes().spines['right'].get_visible() and get_axes().spines['top'].get_visible())
+        self.change_property(
+            "despine",
+            False,
+            lambda _: self.fig.window.input_properties.button_despine.clicked.emit(
+                True
+            ),
+            get_axes,
+            line_command,
+            test_run,
+            get_function=lambda: get_axes().spines["right"].get_visible()
+            and get_axes().spines["top"].get_visible(),
+        )
 
     def test_axis_ticks(self):
         # get the figure
         fig, text = self.run_plot_script()
 
-        get_axes = lambda: fig.axes[0]
+        def get_axes():
+            return fig.axes[0]
+
         test_run = "Change axes ticks."
         line_command = "plt.figure(1).axes[0].set("
 
@@ -118,66 +198,127 @@ def check_saved_property(xy):
             def check():
                 # find the saved string and check the numbers
                 line, (args, kwargs) = self.check_line_in_file(line_command)
-                self.assertEqualStringOrArray([1., 2.2, 3., 5.], kwargs[f"{xy}ticks"],
-                                              f"Property 'ticks' not saved correctly. [{test_run}]")
-                self.assertEqualStringOrArray(["1", "2.2", "3", "5"], kwargs[f"{xy}ticklabels"],
-                                              f"Property 'ticks' not saved correctly. [{test_run}]")
+                self.assertEqualStringOrArray(
+                    [1.0, 2.2, 3.0, 5.0],
+                    kwargs[f"{xy}ticks"],
+                    f"Property 'ticks' not saved correctly. [{test_run}]",
+                )
+                self.assertEqualStringOrArray(
+                    ["1", "2.2", "3", "5"],
+                    kwargs[f"{xy}ticklabels"],
+                    f"Property 'ticks' not saved correctly. [{test_run}]",
+                )
+
             return check
 
         # test_saved_value
         def set_ticks(_):
             self.fig.window.input_properties.input_xaxis.tick_edit.setTarget(get_axes())
-            self.fig.window.input_properties.input_xaxis.tick_edit.input_ticks.setText("1\n2.2\n3\n5", signal=True)
-
-        self.change_property("xticks", [1., 2.2, 3., 5.], set_ticks, get_axes, line_command, test_run, test_saved_value=check_saved_property("x"))
+            self.fig.window.input_properties.input_xaxis.tick_edit.input_ticks.setText(
+                "1\n2.2\n3\n5", signal=True
+            )
+
+        self.change_property(
+            "xticks",
+            [1.0, 2.2, 3.0, 5.0],
+            set_ticks,
+            get_axes,
+            line_command,
+            test_run,
+            test_saved_value=check_saved_property("x"),
+        )
 
         def set_ticks(_):
             self.fig.window.input_properties.input_yaxis.tick_edit.setTarget(get_axes())
-            self.fig.window.input_properties.input_yaxis.tick_edit.input_ticks.setText("1\n2.2\n3\n5", signal=True)
-
-        self.change_property("yticks", [1., 2.2, 3., 5.], set_ticks, get_axes, line_command, test_run, test_saved_value=check_saved_property("y"))
+            self.fig.window.input_properties.input_yaxis.tick_edit.input_ticks.setText(
+                "1\n2.2\n3\n5", signal=True
+            )
+
+        self.change_property(
+            "yticks",
+            [1.0, 2.2, 3.0, 5.0],
+            set_ticks,
+            get_axes,
+            line_command,
+            test_run,
+            test_saved_value=check_saved_property("y"),
+        )
 
         def check_saved_property(xy):
             def check():
                 # find the saved string and check the numbers
                 line, (args, kwargs) = self.check_line_in_file(line_command)
-                self.assertEqualStringOrArray([1., 2., 3., 5., 10], kwargs[f"{xy}ticks"],
-                                              f"Property 'ticks' not saved correctly. [{test_run}]")
-                self.assertEqualStringOrArray(["a", "b", "c", "5", r'$\mathdefault{10^{1}}$'], kwargs[f"{xy}ticklabels"],
-                                              f"Property 'ticks' not saved correctly. [{test_run}]")
+                self.assertEqualStringOrArray(
+                    [1.0, 2.0, 3.0, 5.0, 10],
+                    kwargs[f"{xy}ticks"],
+                    f"Property 'ticks' not saved correctly. [{test_run}]",
+                )
+                self.assertEqualStringOrArray(
+                    ["a", "b", "c", "5", r"$\mathdefault{10^{1}}$"],
+                    kwargs[f"{xy}ticklabels"],
+                    f"Property 'ticks' not saved correctly. [{test_run}]",
+                )
 
         # test_saved_value
         def set_ticks(_):
             self.fig.window.input_properties.input_xaxis.tick_edit.setTarget(get_axes())
-            self.fig.window.input_properties.input_xaxis.tick_edit.input_ticks.setText('1 "a"\n2 "b\n3 c\n5\n10^1', signal=True)
-
-        self.change_property("xticks", [1., 2., 3., 5., 10], set_ticks, get_axes, line_command, test_run,
-                             test_saved_value=check_saved_property("x"))
+            self.fig.window.input_properties.input_xaxis.tick_edit.input_ticks.setText(
+                '1 "a"\n2 "b\n3 c\n5\n10^1', signal=True
+            )
+
+        self.change_property(
+            "xticks",
+            [1.0, 2.0, 3.0, 5.0, 10],
+            set_ticks,
+            get_axes,
+            line_command,
+            test_run,
+            test_saved_value=check_saved_property("x"),
+        )
 
         def set_ticks(_):
             self.fig.window.input_properties.input_yaxis.tick_edit.setTarget(get_axes())
-            self.fig.window.input_properties.input_yaxis.tick_edit.input_ticks.setText('1 "a"\n2 "b\n3 c\n5\n10^1', signal=True)
-
-        self.change_property("yticks", [1., 2., 3., 5., 10], set_ticks, get_axes, line_command, test_run,
-                             test_saved_value=check_saved_property("y"))
+            self.fig.window.input_properties.input_yaxis.tick_edit.input_ticks.setText(
+                '1 "a"\n2 "b\n3 c\n5\n10^1', signal=True
+            )
+
+        self.change_property(
+            "yticks",
+            [1.0, 2.0, 3.0, 5.0, 10],
+            set_ticks,
+            get_axes,
+            line_command,
+            test_run,
+            test_saved_value=check_saved_property("y"),
+        )
 
         def set_xlog(_):
             self.fig.window.input_properties.input_xaxis.tick_edit.setTarget(get_axes())
-            self.fig.window.input_properties.input_xaxis.tick_edit.input_scale.setText("log", signal=True)
+            self.fig.window.input_properties.input_xaxis.tick_edit.input_scale.setText(
+                "log", signal=True
+            )
 
-        self.change_property("xscale", "log", set_xlog, get_axes, line_command, test_run)
+        self.change_property(
+            "xscale", "log", set_xlog, get_axes, line_command, test_run
+        )
 
         def set_ylog(_):
             self.fig.window.input_properties.input_yaxis.tick_edit.setTarget(get_axes())
-            self.fig.window.input_properties.input_yaxis.tick_edit.input_scale.setText("log", signal=True)
+            self.fig.window.input_properties.input_yaxis.tick_edit.input_scale.setText(
+                "log", signal=True
+            )
 
-        self.change_property("yscale", "log", set_ylog, get_axes, line_command, test_run)
+        self.change_property(
+            "yscale", "log", set_ylog, get_axes, line_command, test_run
+        )
 
     def test_minor_axis_ticks(self):
         # get the figure
         fig, text = self.run_plot_script()
 
-        get_axes = lambda: fig.axes[0]
+        def get_axes():
+            return fig.axes[0]
+
         test_run = "Change axes ticks."
 
         self.move_element((0, 0), fig.axes[0])
@@ -188,30 +329,58 @@ def check_saved_property(xy):
             def check():
                 # find the saved string and check the numbers
                 line, (args, kwargs) = self.check_line_in_file(line_command)
-                self.assertEqualStringOrArray(True, kwargs["minor"], f"Property 'ticks' not saved correctly. [{test_run}]")
-                self.assertEqualStringOrArray([0.01, 0.1, 0.2, 0.3, 0.5], args[0],
-                                              f"Property 'ticks' not saved correctly. [{test_run}]")
-                self.assertEqualStringOrArray([r'$\mathdefault{10^{-2}}$', "a", "b", "c", "0.5"],
-                                              args[1],
-                                              f"Property 'ticks' not saved correctly. [{test_run}]")
+                self.assertEqualStringOrArray(
+                    True,
+                    kwargs["minor"],
+                    f"Property 'ticks' not saved correctly. [{test_run}]",
+                )
+                self.assertEqualStringOrArray(
+                    [0.01, 0.1, 0.2, 0.3, 0.5],
+                    args[0],
+                    f"Property 'ticks' not saved correctly. [{test_run}]",
+                )
+                self.assertEqualStringOrArray(
+                    [r"$\mathdefault{10^{-2}}$", "a", "b", "c", "0.5"],
+                    args[1],
+                    f"Property 'ticks' not saved correctly. [{test_run}]",
+                )
 
             return check
+
         # minor ticks
         def set_ticks(_):
             self.fig.window.input_properties.input_xaxis.tick_edit.setTarget(get_axes())
-            self.fig.window.input_properties.input_xaxis.tick_edit.input_ticks2.setText('10^-2\n0.1 "a"\n0.2 "b\n0.3 c\n0.5',
-                                                                                       signal=True)
-
-        self.change_property2("xticks", [0.01, 0.1, 0.2, 0.3, 0.5], set_ticks, get_axes, line_command, test_run,
-                             test_saved_value=check_saved_property("x"), get_function=lambda: get_axes().get_xticks(minor=True))
+            self.fig.window.input_properties.input_xaxis.tick_edit.input_ticks2.setText(
+                '10^-2\n0.1 "a"\n0.2 "b\n0.3 c\n0.5', signal=True
+            )
+
+        self.change_property2(
+            "xticks",
+            [0.01, 0.1, 0.2, 0.3, 0.5],
+            set_ticks,
+            get_axes,
+            line_command,
+            test_run,
+            test_saved_value=check_saved_property("x"),
+            get_function=lambda: get_axes().get_xticks(minor=True),
+        )
 
         def set_ticks(_):
             self.fig.window.input_properties.input_yaxis.tick_edit.setTarget(get_axes())
-            self.fig.window.input_properties.input_yaxis.tick_edit.input_ticks2.setText('10^-2\n0.1 "a"\n0.2 "b\n0.3 c\n0.5',
-                                                                                       signal=True)
-
-        self.change_property2("yticks", [0.01, 0.1, 0.2, 0.3, 0.5], set_ticks, get_axes, line_command, test_run,
-                             test_saved_value=check_saved_property("y"), get_function=lambda: get_axes().get_yticks(minor=True))
+            self.fig.window.input_properties.input_yaxis.tick_edit.input_ticks2.setText(
+                '10^-2\n0.1 "a"\n0.2 "b\n0.3 c\n0.5', signal=True
+            )
+
+        self.change_property2(
+            "yticks",
+            [0.01, 0.1, 0.2, 0.3, 0.5],
+            set_ticks,
+            get_axes,
+            line_command,
+            test_run,
+            test_saved_value=check_saved_property("y"),
+            get_function=lambda: get_axes().get_yticks(minor=True),
+        )
 
     def test_axes_alignment(self):
         # get the figure
@@ -227,9 +396,15 @@ def test_axes_alignment(self):
         fig.change_tracker.addNewAxesChange(fig.axes[0])
         fig.change_tracker.addNewAxesChange(fig.axes[1])
 
-        self.change_property2("position", [([0.2, 0.2], [0.6, 0.6]), ([0.2, 0.1], [0.5, 0.4])],
-                              lambda _: fig.window.input_align.buttons[0].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[NotInSave, (0.2, 0.1, 0.3, 0.3)])
+        self.change_property2(
+            "position",
+            [([0.2, 0.2], [0.6, 0.6]), ([0.2, 0.1], [0.5, 0.4])],
+            lambda _: fig.window.input_align.buttons[0].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[NotInSave, (0.2, 0.1, 0.3, 0.3)],
+        )
 
         # align center
         fig.axes[0].set_position([0.2, 0.2, 0.4, 0.4])
@@ -237,9 +412,15 @@ def test_axes_alignment(self):
         fig.change_tracker.addNewAxesChange(fig.axes[0])
         fig.change_tracker.addNewAxesChange(fig.axes[1])
 
-        self.change_property2("position", [([0.35, 0.2], [0.75, 0.6]), ([0.4, 0.1], [0.7, 0.4])],
-                              lambda _: fig.window.input_align.buttons[1].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[[0.35, 0.2, 0.4, 0.4], [0.4, 0.1, 0.3, 0.3]])
+        self.change_property2(
+            "position",
+            [([0.35, 0.2], [0.75, 0.6]), ([0.4, 0.1], [0.7, 0.4])],
+            lambda _: fig.window.input_align.buttons[1].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[[0.35, 0.2, 0.4, 0.4], [0.4, 0.1, 0.3, 0.3]],
+        )
 
         # align right
         fig.axes[0].set_position([0.2, 0.2, 0.4, 0.4])
@@ -247,9 +428,15 @@ def test_axes_alignment(self):
         fig.change_tracker.addNewAxesChange(fig.axes[0])
         fig.change_tracker.addNewAxesChange(fig.axes[1])
 
-        self.change_property2("position", [[[0.5, 0.2], [0.9, 0.6]], [[0.6, 0.1], [0.9, 0.4]]],
-                              lambda _: fig.window.input_align.buttons[2].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[[0.5, 0.2, 0.4, 0.4], [0.6, 0.1, 0.3, 0.3]])
+        self.change_property2(
+            "position",
+            [[[0.5, 0.2], [0.9, 0.6]], [[0.6, 0.1], [0.9, 0.4]]],
+            lambda _: fig.window.input_align.buttons[2].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[[0.5, 0.2, 0.4, 0.4], [0.6, 0.1, 0.3, 0.3]],
+        )
 
         # align top
         fig.axes[0].set_position([0.2, 0.2, 0.4, 0.4])
@@ -257,9 +444,15 @@ def test_axes_alignment(self):
         fig.change_tracker.addNewAxesChange(fig.axes[0])
         fig.change_tracker.addNewAxesChange(fig.axes[1])
 
-        self.change_property2("position", [[[0.2, 0.2], [0.6, 0.6]], [[0.6, 0.3], [0.9, 0.6]]],
-                              lambda _: fig.window.input_align.buttons[4].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[[0.2, 0.2, 0.4, 0.4], [0.6, 0.3, 0.3, 0.3]])
+        self.change_property2(
+            "position",
+            [[[0.2, 0.2], [0.6, 0.6]], [[0.6, 0.3], [0.9, 0.6]]],
+            lambda _: fig.window.input_align.buttons[4].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[[0.2, 0.2, 0.4, 0.4], [0.6, 0.3, 0.3, 0.3]],
+        )
 
         # align center
         fig.axes[0].set_position([0.2, 0.2, 0.4, 0.4])
@@ -267,9 +460,15 @@ def test_axes_alignment(self):
         fig.change_tracker.addNewAxesChange(fig.axes[0])
         fig.change_tracker.addNewAxesChange(fig.axes[1])
 
-        self.change_property2("position", [[[0.2, 0.15], [0.6, 0.55]], [[0.6, 0.2], [0.9, 0.5]]],
-                              lambda _: fig.window.input_align.buttons[5].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[[0.2, 0.15, 0.4, 0.4], [0.6, 0.2, 0.3, 0.3]])
+        self.change_property2(
+            "position",
+            [[[0.2, 0.15], [0.6, 0.55]], [[0.6, 0.2], [0.9, 0.5]]],
+            lambda _: fig.window.input_align.buttons[5].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[[0.2, 0.15, 0.4, 0.4], [0.6, 0.2, 0.3, 0.3]],
+        )
 
         # align bottom
         fig.axes[0].set_position([0.2, 0.2, 0.4, 0.4])
@@ -277,16 +476,26 @@ def test_axes_alignment(self):
         fig.change_tracker.addNewAxesChange(fig.axes[0])
         fig.change_tracker.addNewAxesChange(fig.axes[1])
 
-        self.change_property2("position", [[[0.2, 0.1], [0.6, 0.5]], [[0.6, 0.1], [0.9, 0.4]]],
-                              lambda _: fig.window.input_align.buttons[6].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[[0.2, 0.1, 0.4, 0.4], [0.6, 0.1, 0.3, 0.3]])
+        self.change_property2(
+            "position",
+            [[[0.2, 0.1], [0.6, 0.5]], [[0.6, 0.1], [0.9, 0.4]]],
+            lambda _: fig.window.input_align.buttons[6].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[[0.2, 0.1, 0.4, 0.4], [0.6, 0.1, 0.3, 0.3]],
+        )
 
     def test_axes_distribute(self):
         # get the figure
         fig, text = self.run_plot_script()
 
         get_text = [lambda: fig.axes[0], lambda: fig.axes[1], lambda: fig.axes[2]]
-        line_command = ["plt.figure(1).axes[0].set(", "plt.figure(1).axes[1].set(", "plt.figure(1).axes[2].set("]
+        line_command = [
+            "plt.figure(1).axes[0].set(",
+            "plt.figure(1).axes[1].set(",
+            "plt.figure(1).axes[2].set(",
+        ]
         test_run = "Distribute axes."
 
         # distribute X
@@ -298,11 +507,23 @@ def test_axes_distribute(self):
         fig.change_tracker.addNewAxesChange(fig.axes[1])
         fig.change_tracker.addNewAxesChange(fig.axes[2])
 
-        self.change_property2("position", [[[0.2, 0.2], [0.5, 0.5]],
-                                           [[0.7, 0.6], [0.9, 0.8]],
-                                           [[0.4, 0.5], [0.8, 0.9]]],
-                              lambda _: fig.window.input_align.buttons[3].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[[0.2, 0.2, 0.3, 0.3], [0.7, 0.6, 0.2, 0.2], [0.4, 0.5, 0.4, 0.4]])
+        self.change_property2(
+            "position",
+            [
+                [[0.2, 0.2], [0.5, 0.5]],
+                [[0.7, 0.6], [0.9, 0.8]],
+                [[0.4, 0.5], [0.8, 0.9]],
+            ],
+            lambda _: fig.window.input_align.buttons[3].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[
+                [0.2, 0.2, 0.3, 0.3],
+                [0.7, 0.6, 0.2, 0.2],
+                [0.4, 0.5, 0.4, 0.4],
+            ],
+        )
 
         # distribute Y
         fig.axes[0].set_position([0.2, 0.2, 0.3, 0.3])
@@ -313,18 +534,34 @@ def test_axes_distribute(self):
         fig.change_tracker.addNewAxesChange(fig.axes[1])
         fig.change_tracker.addNewAxesChange(fig.axes[2])
 
-        self.change_property2("position", [[[0.2, 0.2], [0.5, 0.5]],
-                                           [[0.6, 0.7], [0.8, 0.9]],
-                                           [[0.5, 0.4], [0.9, 0.8]]],
-                              lambda _: fig.window.input_align.buttons[7].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[[0.2, 0.2, 0.3, 0.3], [0.6, 0.7, 0.2, 0.2], [0.5, 0.4, 0.4, 0.4]])
+        self.change_property2(
+            "position",
+            [
+                [[0.2, 0.2], [0.5, 0.5]],
+                [[0.6, 0.7], [0.8, 0.9]],
+                [[0.5, 0.4], [0.9, 0.8]],
+            ],
+            lambda _: fig.window.input_align.buttons[7].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[
+                [0.2, 0.2, 0.3, 0.3],
+                [0.6, 0.7, 0.2, 0.2],
+                [0.5, 0.4, 0.4, 0.4],
+            ],
+        )
 
     def test_axes_grid(self):
         # get the figure
         fig, text = self.run_plot_script()
 
         get_text = [lambda: fig.axes[0], lambda: fig.axes[1], lambda: fig.axes[2]]
-        line_command = ["plt.figure(1).axes[0].set(", "plt.figure(1).axes[1].set(", "plt.figure(1).axes[2].set("]
+        line_command = [
+            "plt.figure(1).axes[0].set(",
+            "plt.figure(1).axes[1].set(",
+            "plt.figure(1).axes[2].set(",
+        ]
         test_run = "Distribute axes."
 
         # distribute X
@@ -336,10 +573,20 @@ def test_axes_grid(self):
         fig.change_tracker.addNewAxesChange(fig.axes[1])
         fig.change_tracker.addNewAxesChange(fig.axes[2])
 
-        self.change_property2("position", [[[0.2, 0.2], [0.45, 0.45]],
-                                           [[0.2, 0.55], [0.45, 0.8]],
-                                           [[0.5, 0.2], [0.75, 0.45]]],
-                              lambda _: fig.window.input_align.buttons[8].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[[0.2, 0.2, 0.25, 0.25],
-                                                     [0.2, 0.55, 0.25, 0.25],
-                                                     [0.5, 0.2, 0.25, 0.25]])
+        self.change_property2(
+            "position",
+            [
+                [[0.2, 0.2], [0.45, 0.45]],
+                [[0.2, 0.55], [0.45, 0.8]],
+                [[0.5, 0.2], [0.75, 0.45]],
+            ],
+            lambda _: fig.window.input_align.buttons[8].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[
+                [0.2, 0.2, 0.25, 0.25],
+                [0.2, 0.55, 0.25, 0.25],
+                [0.5, 0.2, 0.25, 0.25],
+            ],
+        )
diff --git a/tests/test_legend.py b/tests/test_legend.py
index b5202c9..b431165 100644
--- a/tests/test_legend.py
+++ b/tests/test_legend.py
@@ -1,10 +1,7 @@
-from matplotlib.backend_bases import KeyEvent
 from base_test_class import BaseTest
-from matplotlib.legend import Legend
 
 
 class TestLegend(BaseTest):
-
     def test_legend_properties(self):
         # get the figure
         fig, text = self.run_plot_script()
@@ -12,7 +9,9 @@ def test_legend_properties(self):
         fig.figure_dragger.select_element(fig.axes[2])
         fig.window.input_properties.button_legend.clicked.emit()
 
-        get_legend = lambda: fig.axes[2].get_legend()
+        def get_legend():
+            return fig.axes[2].get_legend()
+
         line_command = "plt.figure(1).axes[2].legend("
         test_run = "Change legend in axes."
         x = 0.040748
@@ -20,80 +19,190 @@ def test_legend_properties(self):
 
         self.move_element((0, 0), get_legend)
 
-        #self.check_text_properties(get_text, line_command, test_run, 0.4931, 0.4979)
-        self.change_property("loc", (x, 0.856602), lambda _: self.move_element((-1, 0)), get_legend, line_command,
-                             test_run, get_function=lambda: get_legend()._loc)
-        self.change_property("loc", (0.047605, 0.856602), lambda _: self.move_element((1, 0)), get_legend, line_command,
-                             test_run, get_function=lambda: get_legend()._loc)
-        self.change_property("loc", (0.047605, y), lambda _: self.move_element((0, -1)), get_legend, line_command,
-                             test_run, get_function=lambda: get_legend()._loc)
-        self.change_property("loc", (0.047605, 0.856602), lambda _: self.move_element((0, 1)), get_legend, line_command,
-                             test_run, get_function=lambda: get_legend()._loc)
-        #self.change_property("loc", (0.2, 0.5),
+        # self.check_text_properties(get_text, line_command, test_run, 0.4931, 0.4979)
+        self.change_property(
+            "loc",
+            (x, 0.856602),
+            lambda _: self.move_element((-1, 0)),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend()._loc,
+        )
+        self.change_property(
+            "loc",
+            (0.047605, 0.856602),
+            lambda _: self.move_element((1, 0)),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend()._loc,
+        )
+        self.change_property(
+            "loc",
+            (0.047605, y),
+            lambda _: self.move_element((0, -1)),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend()._loc,
+        )
+        self.change_property(
+            "loc",
+            (0.047605, 0.856602),
+            lambda _: self.move_element((0, 1)),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend()._loc,
+        )
+        # self.change_property("loc", (0.2, 0.5),
         #                     lambda _: fig.window.input_size.input_position.valueChangedX.emit(0.2), get_text,
         #                     line_command, test_run, get_function=lambda: get_text()._loc)
-        #self.change_property("loc", (0.2, 0.2),
+        # self.change_property("loc", (0.2, 0.2),
         #                     lambda _: fig.window.input_size.input_position.valueChangedY.emit(0.2), get_text,
         #                     line_command, test_run, get_function=lambda: get_text()._loc)
 
-        self.change_property("frameon", False,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "frameon"].setChecked(False, signal=True),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().get_frame_on())
-
-        self.change_property("borderpad", 0.2,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "borderpad"].setValue(0.2),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().borderpad)
-
-        self.change_property("labelspacing", 1.3,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "labelspacing"].setValue(1.3),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().labelspacing)
-
-        self.change_property("markerscale", 3,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "markerscale"].setValue(3),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().markerscale)
-
-        self.change_property("handlelength", 3,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "handlelength"].setValue(3),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().handlelength)
-
-        self.change_property("handletextpad", 2,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "handletextpad"].setValue(2),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().handletextpad)
-
-        self.change_property("ncols", 2,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "ncols"].setValue(2),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend()._ncols)
-
-        self.change_property("columnspacing", 2.3,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "columnspacing"].setValue(2.3),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().columnspacing)
-
-        self.change_property("columnspacing", 2.3,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "columnspacing"].setValue(2.3),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().columnspacing)
-
-        self.change_property("fontsize", 15,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "fontsize"].setValue(15),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend()._fontsize)
-
-        self.change_property("title", "new",
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "title"].setText("new", signal=True),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().get_title().get_text())
-
-        self.change_property("title_fontsize", 23,
-                             lambda _: fig.window.input_properties.input_legend_properties.widgets[
-                                 "title_fontsize"].setValue(23),
-                             get_legend, line_command, test_run, get_function=lambda: get_legend().get_title().get_fontsize())
-
-
+        self.change_property(
+            "frameon",
+            False,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "frameon"
+            ].setChecked(False, signal=True),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().get_frame_on(),
+        )
+
+        self.change_property(
+            "borderpad",
+            0.2,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "borderpad"
+            ].setValue(0.2),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().borderpad,
+        )
+
+        self.change_property(
+            "labelspacing",
+            1.3,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "labelspacing"
+            ].setValue(1.3),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().labelspacing,
+        )
+
+        self.change_property(
+            "markerscale",
+            3,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "markerscale"
+            ].setValue(3),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().markerscale,
+        )
+
+        self.change_property(
+            "handlelength",
+            3,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "handlelength"
+            ].setValue(3),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().handlelength,
+        )
+
+        self.change_property(
+            "handletextpad",
+            2,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "handletextpad"
+            ].setValue(2),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().handletextpad,
+        )
+
+        self.change_property(
+            "ncols",
+            2,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "ncols"
+            ].setValue(2),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend()._ncols,
+        )
+
+        self.change_property(
+            "columnspacing",
+            2.3,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "columnspacing"
+            ].setValue(2.3),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().columnspacing,
+        )
+
+        self.change_property(
+            "columnspacing",
+            2.3,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "columnspacing"
+            ].setValue(2.3),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().columnspacing,
+        )
+
+        self.change_property(
+            "fontsize",
+            15,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "fontsize"
+            ].setValue(15),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend()._fontsize,
+        )
+
+        self.change_property(
+            "title",
+            "new",
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "title"
+            ].setText("new", signal=True),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().get_title().get_text(),
+        )
+
+        self.change_property(
+            "title_fontsize",
+            23,
+            lambda _: fig.window.input_properties.input_legend_properties.widgets[
+                "title_fontsize"
+            ].setValue(23),
+            get_legend,
+            line_command,
+            test_run,
+            get_function=lambda: get_legend().get_title().get_fontsize(),
+        )
diff --git a/tests/test_text.py b/tests/test_text.py
index d2e67c8..121f45b 100644
--- a/tests/test_text.py
+++ b/tests/test_text.py
@@ -3,12 +3,13 @@
 
 
 class TestText(BaseTest):
-
     def test_text_properties_axes_existing(self):
         # get the figure
         fig, text = self.run_plot_script()
 
-        get_text = lambda: fig.axes[0].texts[0]
+        def get_text():
+            return fig.axes[0].texts[0]
+
         line_command = "plt.figure(1).axes[0].texts[0].set("
         test_run = "Change existing text in axes."
         self.check_text_properties(get_text, line_command, test_run, 0.4931, 0.497294)
@@ -20,7 +21,9 @@ def test_text_properties_axes_new(self):
         fig.figure_dragger.select_element(fig.axes[0])
         fig.window.input_properties.button_add_text.clicked.emit()
 
-        get_text = lambda: fig.axes[0].texts[-1]
+        def get_text():
+            return fig.axes[0].texts[-1]
+
         line_command = "plt.figure(1).axes[0].text("
         test_run = "Change new text in axes."
 
@@ -30,7 +33,9 @@ def test_text_properties_figure_existing(self):
         # get the figure
         fig, text = self.run_plot_script()
 
-        get_text = lambda: fig.texts[-1]
+        def get_text():
+            return fig.texts[-1]
+
         line_command = "plt.figure(1).texts[0].set("
         test_run = "Change existing text in Figure."
 
@@ -43,7 +48,9 @@ def test_text_properties_figure_new(self):
         fig.figure_dragger.select_element(fig)
         fig.window.input_properties.button_add_text.clicked.emit()
 
-        get_text = lambda: fig.texts[-1]
+        def get_text():
+            return fig.texts[-1]
+
         line_command = "plt.figure(1).text("
         test_run = "Change new text in Figure."
 
@@ -57,7 +64,10 @@ def test_text_property_together(self):
         fig.window.input_properties.button_add_text.clicked.emit()
 
         get_text = [lambda: fig.axes[0].texts[0], lambda: fig.axes[0].texts[-1]]
-        line_command = ["plt.figure(1).axes[0].texts[0].set(", "plt.figure(1).axes[0].text("]
+        line_command = [
+            "plt.figure(1).axes[0].texts[0].set(",
+            "plt.figure(1).axes[0].text(",
+        ]
         test_run = "Change two texts together in axes."
 
         self.check_text_properties(get_text, line_command, test_run, 0.493, 0.497)
@@ -70,7 +80,10 @@ def test_text_alignment(self):
         fig.window.input_properties.button_add_text.clicked.emit()
 
         get_text = [lambda: fig.axes[0].texts[0], lambda: fig.axes[0].texts[1]]
-        line_command = ["plt.figure(1).axes[0].texts[0].set(", "plt.figure(1).axes[0].text("]
+        line_command = [
+            "plt.figure(1).axes[0].texts[0].set(",
+            "plt.figure(1).axes[0].text(",
+        ]
         test_run = "Align texts in axes."
 
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[0])
@@ -82,9 +95,15 @@ def test_text_alignment(self):
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[0])
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[1])
 
-        self.change_property2("position", [(0.2, 0.2), (0.2, 0.6)],
-                              lambda _: fig.window.input_align.buttons[0].clicked.emit(0), get_text, line_command,
-                              test_run, value2_list=[NotInSave, (0.2, 0.6)])
+        self.change_property2(
+            "position",
+            [(0.2, 0.2), (0.2, 0.6)],
+            lambda _: fig.window.input_align.buttons[0].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=[NotInSave, (0.2, 0.6)],
+        )
 
         # align center
         fig.axes[0].texts[0].set_position([0.2, 0.2])
@@ -92,9 +111,14 @@ def test_text_alignment(self):
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[0])
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[1])
 
-        self.change_property2("position", [(0.55, 0.2), (0.472, 0.6)],
-                              lambda _: fig.window.input_align.buttons[1].clicked.emit(0), get_text, line_command,
-                              test_run)
+        self.change_property2(
+            "position",
+            [(0.55, 0.2), (0.472, 0.6)],
+            lambda _: fig.window.input_align.buttons[1].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+        )
 
         # align right
         fig.axes[0].texts[0].set_position([0.2, 0.2])
@@ -102,9 +126,14 @@ def test_text_alignment(self):
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[0])
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[1])
 
-        self.change_property2("position", [(0.834, 0.2), (0.6, 0.6)],
-                              lambda _: fig.window.input_align.buttons[2].clicked.emit(0), get_text, line_command,
-                              test_run)
+        self.change_property2(
+            "position",
+            [(0.834, 0.2), (0.6, 0.6)],
+            lambda _: fig.window.input_align.buttons[2].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+        )
 
         # align top
         fig.axes[0].texts[0].set_position([0.2, 0.2])
@@ -112,9 +141,14 @@ def test_text_alignment(self):
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[0])
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[1])
 
-        self.change_property2("position", [(0.2, 0.6), (0.6, 0.6)],
-                              lambda _: fig.window.input_align.buttons[4].clicked.emit(0), get_text, line_command,
-                              test_run)
+        self.change_property2(
+            "position",
+            [(0.2, 0.6), (0.6, 0.6)],
+            lambda _: fig.window.input_align.buttons[4].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+        )
 
         # align center
         fig.axes[0].texts[0].set_position([0.2, 0.2])
@@ -122,9 +156,14 @@ def test_text_alignment(self):
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[0])
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[1])
 
-        self.change_property2("position", [(0.2, 0.404), (0.6, 0.404)],
-                              lambda _: fig.window.input_align.buttons[5].clicked.emit(0), get_text, line_command,
-                              test_run)
+        self.change_property2(
+            "position",
+            [(0.2, 0.404), (0.6, 0.404)],
+            lambda _: fig.window.input_align.buttons[5].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+        )
 
         # align bottom
         fig.axes[0].texts[0].set_position([0.2, 0.2])
@@ -132,9 +171,14 @@ def test_text_alignment(self):
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[0])
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[1])
 
-        self.change_property2("position", [(0.2, 0.2), (0.6, 0.2)],
-                              lambda _: fig.window.input_align.buttons[6].clicked.emit(0), get_text, line_command,
-                              test_run)
+        self.change_property2(
+            "position",
+            [(0.2, 0.2), (0.6, 0.2)],
+            lambda _: fig.window.input_align.buttons[6].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+        )
 
     def test_text_distribute(self):
         # get the figure
@@ -147,7 +191,11 @@ def test_text_distribute(self):
         fig.window.input_properties.button_add_text.clicked.emit()
 
         get_text = [lambda: fig.axes[0].texts[0], lambda: fig.axes[0].texts[1]]
-        line_command = ["plt.figure(1).axes[0].texts[0].set(", "plt.figure(1).axes[0].text(", "plt.figure(1).axes[0].text("]
+        line_command = [
+            "plt.figure(1).axes[0].texts[0].set(",
+            "plt.figure(1).axes[0].text(",
+            "plt.figure(1).axes[0].text(",
+        ]
         test_run = "Distribute texts in axes."
 
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[0])
@@ -163,9 +211,14 @@ def test_text_distribute(self):
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[1])
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[2])
 
-        self.change_property2("position", [(0.2, 0.2), (1.0301, 0.6), (0.5, 0.5)],
-                              lambda _: fig.window.input_align.buttons[3].clicked.emit(0), get_text, line_command,
-                              test_run)
+        self.change_property2(
+            "position",
+            [(0.2, 0.2), (1.0301, 0.6), (0.5, 0.5)],
+            lambda _: fig.window.input_align.buttons[3].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+        )
 
         # distribute Y
         fig.axes[0].texts[0].set_position([0.2, 0.2])
@@ -175,9 +228,14 @@ def test_text_distribute(self):
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[1])
         fig.change_tracker.addNewTextChange(fig.axes[0].texts[2])
 
-        self.change_property2("position", [(0.2, 0.2), (0.6, 0.6460), (0.5, 0.5)],
-                              lambda _: fig.window.input_align.buttons[7].clicked.emit(0), get_text, line_command,
-                              test_run)
+        self.change_property2(
+            "position",
+            [(0.2, 0.2), (0.6, 0.6460), (0.5, 0.5)],
+            lambda _: fig.window.input_align.buttons[7].clicked.emit(0),
+            get_text,
+            line_command,
+            test_run,
+        )
 
     def test_text_delete(self):
         # get the figure
@@ -187,39 +245,187 @@ def test_text_delete(self):
         fig.figure_dragger.select_element(fig.axes[0])
         fig.window.input_properties.button_add_text.clicked.emit()
 
-        get_text = lambda: fig.axes[0].texts[0]
+        def get_text():
+            return fig.axes[0].texts[0]
+
         line_command = "plt.figure(1).axes[0].texts[0].set("
         test_run = "Delete text in axes."
 
-        self.change_property2("visible", False,
-                              lambda _: fig.figure_dragger.selection.keyPressEvent(KeyEvent('delete', fig.canvas, "delete")), get_text, line_command,
-                              test_run)
+        self.change_property2(
+            "visible",
+            False,
+            lambda _: fig.figure_dragger.selection.keyPressEvent(
+                KeyEvent("delete", fig.canvas, "delete")
+            ),
+            get_text,
+            line_command,
+            test_run,
+        )
+
+        def get_text():
+            return fig.axes[0].texts[1]
 
-        get_text = lambda: fig.axes[0].texts[1]
         line_command = "plt.figure(1).axes[0].text("
         test_run = "Delete new text in axes."
 
-        self.change_property2("visible", False,
-                             lambda _: fig.figure_dragger.selection.keyPressEvent(
-                                 KeyEvent('delete', fig.canvas, "delete")), get_text, line_command,
-                             test_run, delete=True)
+        self.change_property2(
+            "visible",
+            False,
+            lambda _: fig.figure_dragger.selection.keyPressEvent(
+                KeyEvent("delete", fig.canvas, "delete")
+            ),
+            get_text,
+            line_command,
+            test_run,
+            delete=True,
+        )
 
     def check_text_properties(self, get_text, line_command, test_run, x, y):
         fig = self.fig
-        self.change_property2("position", (x, 0.5), lambda _: self.move_element((-1, 0)), get_text, line_command, test_run)
+        self.change_property2(
+            "position",
+            (x, 0.5),
+            lambda _: self.move_element((-1, 0)),
+            get_text,
+            line_command,
+            test_run,
+        )
         self.move_element((1, 0), get_text)
-        self.change_property2("position", (0.5, y), lambda _: self.move_element((0, -1)), get_text, line_command, test_run)
+        self.change_property2(
+            "position",
+            (0.5, y),
+            lambda _: self.move_element((0, -1)),
+            get_text,
+            line_command,
+            test_run,
+        )
         self.move_element((0, 1), get_text)
-        self.change_property2("position", (0.2, 0.5), lambda _: fig.window.input_size.input_position.valueChangedX.emit(0.2), get_text, line_command, test_run)
-        self.change_property2("position", (0.2, 0.2), lambda _: fig.window.input_size.input_position.valueChangedY.emit(0.2), get_text, line_command, test_run)
-        self.change_property2("weight", "bold", lambda _: fig.window.input_properties.input_font_properties.button_bold.clicked.emit(True), get_text, line_command, test_run)
-        self.change_property2("weight", "normal", lambda _: fig.window.input_properties.input_font_properties.button_bold.clicked.emit(False), get_text, line_command, test_run, value2_list=None)
-        self.change_property2("style", "italic", lambda _: fig.window.input_properties.input_font_properties.button_italic.clicked.emit(True), get_text, line_command, test_run)
-        self.change_property2("style", "normal", lambda _: fig.window.input_properties.input_font_properties.button_italic.clicked.emit(False), get_text, line_command, test_run, value2_list=None)
-        self.change_property2("ha", "left", lambda _: fig.window.input_properties.input_font_properties.buttons_align[0].clicked.emit(True), get_text, line_command, test_run, value2_list=None)
-        self.change_property2("ha", "center", lambda _: fig.window.input_properties.input_font_properties.buttons_align[1].clicked.emit(True), get_text, line_command, test_run)
-        self.change_property2("ha", "right", lambda _: fig.window.input_properties.input_font_properties.buttons_align[2].clicked.emit(True), get_text, line_command, test_run)
-        self.change_property2("color", "#FF0000", lambda _: fig.window.input_properties.input_font_properties.button_color.valueChanged.emit("#FF0000"), get_text, line_command, test_run)
-        self.change_property2("fontsize", 8, lambda _: fig.window.input_properties.input_font_properties.font_size.valueChanged.emit(8), get_text, line_command, test_run)
-        self.change_property2("text", "update", lambda _: fig.window.input_properties.input_text.setText("update", signal=True), get_text, line_command, test_run)
-        self.change_property2("rotation", 45, lambda _: fig.window.input_properties.input_rotation.setValue(45, signal=True), get_text, line_command, test_run)
+        self.change_property2(
+            "position",
+            (0.2, 0.5),
+            lambda _: fig.window.input_size.input_position.valueChangedX.emit(0.2),
+            get_text,
+            line_command,
+            test_run,
+        )
+        self.change_property2(
+            "position",
+            (0.2, 0.2),
+            lambda _: fig.window.input_size.input_position.valueChangedY.emit(0.2),
+            get_text,
+            line_command,
+            test_run,
+        )
+        self.change_property2(
+            "weight",
+            "bold",
+            lambda _: fig.window.input_properties.input_font_properties.button_bold.clicked.emit(
+                True
+            ),
+            get_text,
+            line_command,
+            test_run,
+        )
+        self.change_property2(
+            "weight",
+            "normal",
+            lambda _: fig.window.input_properties.input_font_properties.button_bold.clicked.emit(
+                False
+            ),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=None,
+        )
+        self.change_property2(
+            "style",
+            "italic",
+            lambda _: fig.window.input_properties.input_font_properties.button_italic.clicked.emit(
+                True
+            ),
+            get_text,
+            line_command,
+            test_run,
+        )
+        self.change_property2(
+            "style",
+            "normal",
+            lambda _: fig.window.input_properties.input_font_properties.button_italic.clicked.emit(
+                False
+            ),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=None,
+        )
+        self.change_property2(
+            "ha",
+            "left",
+            lambda _: fig.window.input_properties.input_font_properties.buttons_align[
+                0
+            ].clicked.emit(True),
+            get_text,
+            line_command,
+            test_run,
+            value2_list=None,
+        )
+        self.change_property2(
+            "ha",
+            "center",
+            lambda _: fig.window.input_properties.input_font_properties.buttons_align[
+                1
+            ].clicked.emit(True),
+            get_text,
+            line_command,
+            test_run,
+        )
+        self.change_property2(
+            "ha",
+            "right",
+            lambda _: fig.window.input_properties.input_font_properties.buttons_align[
+                2
+            ].clicked.emit(True),
+            get_text,
+            line_command,
+            test_run,
+        )
+        self.change_property2(
+            "color",
+            "#FF0000",
+            lambda _: fig.window.input_properties.input_font_properties.button_color.valueChanged.emit(
+                "#FF0000"
+            ),
+            get_text,
+            line_command,
+            test_run,
+        )
+        self.change_property2(
+            "fontsize",
+            8,
+            lambda _: fig.window.input_properties.input_font_properties.font_size.valueChanged.emit(
+                8
+            ),
+            get_text,
+            line_command,
+            test_run,
+        )
+        self.change_property2(
+            "text",
+            "update",
+            lambda _: fig.window.input_properties.input_text.setText(
+                "update", signal=True
+            ),
+            get_text,
+            line_command,
+            test_run,
+        )
+        self.change_property2(
+            "rotation",
+            45,
+            lambda _: fig.window.input_properties.input_rotation.setValue(
+                45, signal=True
+            ),
+            get_text,
+            line_command,
+            test_run,
+        )
diff --git a/ty.toml b/ty.toml
new file mode 100644
index 0000000..a131aa2
--- /dev/null
+++ b/ty.toml
@@ -0,0 +1,5 @@
+[environment]
+python-version = "3.9"
+
+[src]
+exclude = ["docs/"]
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..5bd674c
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,3650 @@
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+revision = 3
+requires-python = ">=3.9"
+resolution-markers = [
+    "python_full_version >= '3.11'",
+    "python_full_version == '3.10.*'",
+    "python_full_version < '3.10'",
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