From d1f682a7c5b737d0774989a348049f62121ea18d Mon Sep 17 00:00:00 2001
From: WinPlay02 <winplay02_gh@woberlaender.de>
Date: Thu, 25 Jan 2024 12:16:06 +0100
Subject: [PATCH 01/10] feat: change wsgi to asgi

---
 poetry.lock                                  | 3286 +++++++++---------
 pyproject.toml                               |    7 +-
 src/safeds_runner/server/main.py             |    4 -
 src/safeds_runner/server/pipeline_manager.py |    7 +-
 src/safeds_runner/server/server.py           |   60 +-
 5 files changed, 1613 insertions(+), 1751 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index fd77d36..3f6f516 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,15 +1,29 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+[[package]]
+name = "aiofiles"
+version = "23.2.1"
+description = "File support for asyncio."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "asgiref"
+version = "3.7.2"
+description = "ASGI specs, helper code, and adapters"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 
 [[package]]
 name = "asttokens"
 version = "2.4.1"
 description = "Annotate AST trees with source code positions"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
-    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
-    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
-]
 
 [package.dependencies]
 six = ">=1.12.0"
@@ -22,12 +36,9 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 name = "babel"
 version = "2.14.0"
 description = "Internationalization utilities"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
-    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
-]
 
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
@@ -36,197 +47,33 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 name = "blinker"
 version = "1.7.0"
 description = "Fast, simple object-to-object and broadcast signaling"
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
-    {file = "blinker-1.7.0-py3-none-any.whl", hash = "sha256:c3f865d4d54db7abc53758a01601cf343fe55b84c1de4e3fa910e420b438d5b9"},
-    {file = "blinker-1.7.0.tar.gz", hash = "sha256:e6820ff6fa4e4d1d8e2747c2283749c3f547e4fee112b98555cdcdae32996182"},
-]
 
 [[package]]
 name = "certifi"
 version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
-files = [
-    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
-    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
-]
-
-[[package]]
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-version = "1.16.0"
-description = "Foreign Function Interface for Python calling C code."
-optional = false
-python-versions = ">=3.8"
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-
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-pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
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 [[package]]
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
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 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
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 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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 [package.extras]
 toml = ["tomli"]
@@ -373,12 +119,9 @@ toml = ["tomli"]
 name = "cycler"
 version = "0.12.1"
 description = "Composable style cycles"
+category = "main"
 optional = false
 python-versions = ">=3.8"
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@@ -388,34 +131,25 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
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 description = "Decorators for Humans"
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 [[package]]
 name = "executing"
 version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-files = [
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 [package.extras]
 tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
@@ -424,12 +158,9 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 name = "filelock"
 version = "3.13.1"
 description = "A platform independent file lock."
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
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 [package.extras]
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
@@ -438,14 +169,11 @@ typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "flask"
-version = "3.0.0"
+version = "3.0.1"
 description = "A simple framework for building complex web applications."
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
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 [package.dependencies]
 blinker = ">=1.6.2"
@@ -459,87 +187,12 @@ async = ["asgiref (>=3.2)"]
 dotenv = ["python-dotenv"]
 
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-name = "flask-cors"
-version = "4.0.0"
-description = "A Flask extension adding a decorator for CORS support"
+name = "fonttools"
+version = "4.47.2"
+description = "Tools to manipulate font files"
+category = "main"
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-python-versions = "*"
-files = [
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-
-[package.dependencies]
-Flask = ">=0.9"
-
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-version = "0.7.0"
-description = "WebSocket support for Flask"
-optional = false
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-simple-websocket = ">=0.5.1"
-
-[package.extras]
-docs = ["sphinx"]
-
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+python-versions = ">=3.8"
 
 [package.extras]
 all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"]
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 name = "fsspec"
 version = "2023.12.2"
 description = "File-system specification"
+category = "main"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
 abfs = ["adlfs"]
@@ -590,78 +240,13 @@ smb = ["smbprotocol"]
 ssh = ["paramiko"]
 tqdm = ["tqdm"]
 
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-[package.dependencies]
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-"zope.event" = "*"
-"zope.interface" = "*"
-
-[package.extras]
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-
 [[package]]
 name = "ghp-import"
 version = "2.1.0"
 description = "Copy your docs directly to the gh-pages branch."
+category = "dev"
 optional = false
 python-versions = "*"
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 [package.dependencies]
 python-dateutil = ">=2.8.1"
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 dev = ["flake8", "markdown", "twine", "wheel"]
 
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-description = "Lightweight in-process concurrent programming"
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+
+[[package]]
+name = "h2"
+version = "4.1.0"
+description = "HTTP/2 State-Machine based protocol implementation"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+hpack = ">=4.0,<5"
+hyperframe = ">=6.0,<7"
+
+[[package]]
+name = "hpack"
+version = "4.0.0"
+description = "Pure-Python HPACK header compression"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[[package]]
+name = "hypercorn"
+version = "0.16.0"
+description = "A ASGI Server based on Hyper libraries and inspired by Gunicorn"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+h11 = "*"
+h2 = ">=3.1.0"
+priority = "*"
+wsproto = ">=0.14.0"
 
 [package.extras]
-docs = ["Sphinx", "furo"]
-test = ["objgraph", "psutil"]
+docs = ["pydata_sphinx_theme", "sphinxcontrib_mermaid"]
+h3 = ["aioquic (>=0.9.0,<1.0)"]
+trio = ["exceptiongroup (>=1.1.0)", "trio (>=0.22.0)"]
+uvloop = ["uvloop"]
 
 [[package]]
-name = "h11"
-version = "0.14.0"
-description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+name = "hyperframe"
+version = "6.0.1"
+description = "HTTP/2 framing layer for Python"
+category = "main"
 optional = false
-python-versions = ">=3.7"
-files = [
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-]
+python-versions = ">=3.6.1"
 
 [[package]]
 name = "idna"
 version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-files = [
-    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
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-]
 
 [[package]]
 name = "imageio"
 version = "2.33.1"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
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-]
 
 [package.dependencies]
 numpy = "*"
@@ -798,23 +351,17 @@ tifffile = ["tifffile"]
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
-files = [
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@@ -844,23 +391,17 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pa
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@@ -1405,12 +609,9 @@ tests = ["pytest (>=4.6)"]
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@@ -1708,12 +804,9 @@ xml = ["lxml (>=4.8.0)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
+category = "main"
 optional = false
 python-versions = ">=3.6"
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 [package.extras]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
@@ -1723,23 +816,17 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pathspec"
 version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
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 name = "pexpect"
 version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
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 optional = false
 python-versions = "*"
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 [package.dependencies]
 ptyprocess = ">=0.5"
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 version = "10.2.0"
 description = "Python Imaging Library (Fork)"
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 [package.extras]
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
@@ -1833,12 +851,9 @@ xmp = ["defusedxml"]
 name = "platformdirs"
 version = "4.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
-files = [
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 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
@@ -1848,27 +863,29 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 name = "pluggy"
 version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
-files = [
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-]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "priority"
+version = "2.0.0"
+description = "A pure-Python implementation of the HTTP/2 priority tree"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.43"
 description = "Library for building powerful interactive command lines in Python"
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
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 [package.dependencies]
 wcwidth = "*"
@@ -1877,48 +894,28 @@ wcwidth = "*"
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
+category = "main"
 optional = false
 python-versions = "*"
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-]
 
 [[package]]
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
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 [package.extras]
 tests = ["pytest"]
 
-[[package]]
-name = "pycparser"
-version = "2.21"
-description = "C parser in Python"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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-]
-
 [[package]]
 name = "pygments"
 version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.extras]
 plugins = ["importlib-metadata"]
@@ -1928,12 +925,9 @@ windows-terminal = ["colorama (>=0.4.6)"]
 name = "pymdown-extensions"
 version = "10.7"
 description = "Extension pack for Python Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
-files = [
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 [package.dependencies]
 markdown = ">=3.5"
@@ -1946,12 +940,9 @@ extra = ["pygments (>=2.12)"]
 name = "pyparsing"
 version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
 optional = false
 python-versions = ">=3.6.8"
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 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
@@ -1960,12 +951,9 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pytest"
 version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
@@ -1980,12 +968,9 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-cov"
 version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
 coverage = {version = ">=5.2.1", extras = ["toml"]}
@@ -1998,12 +983,9 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "pytest-timeout"
 version = "2.2.0"
 description = "pytest plugin to abort hanging tests"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
-files = [
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@@ -2012,12 +994,9 @@ pytest = ">=5.0.0"
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "main"
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 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
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@@ -2026,110 +1005,1442 @@ six = ">=1.5"
 name = "pytz"
 version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
+category = "main"
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 python-versions = "*"
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 [[package]]
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 description = "A custom YAML tag for referencing environment variables in YAML files. "
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 optional = false
 python-versions = ">=3.6"
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 [package.dependencies]
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+
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 [[package]]
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-    {file = "zope.interface-6.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ef467d86d3cfde8b39ea1b35090208b0447caaabd38405420830f7fd85fbdd56"},
-    {file = "zope.interface-6.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6af47f10cfc54c2ba2d825220f180cc1e2d4914d783d6fc0cd93d43d7bc1c78b"},
-    {file = "zope.interface-6.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c9559138690e1bd4ea6cd0954d22d1e9251e8025ce9ede5d0af0ceae4a401e43"},
-    {file = "zope.interface-6.1-cp38-cp38-win_amd64.whl", hash = "sha256:964a7af27379ff4357dad1256d9f215047e70e93009e532d36dcb8909036033d"},
-    {file = "zope.interface-6.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:387545206c56b0315fbadb0431d5129c797f92dc59e276b3ce82db07ac1c6179"},
-    {file = "zope.interface-6.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:57d0a8ce40ce440f96a2c77824ee94bf0d0925e6089df7366c2272ccefcb7941"},
-    {file = "zope.interface-6.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7ebc4d34e7620c4f0da7bf162c81978fce0ea820e4fa1e8fc40ee763839805f3"},
-    {file = "zope.interface-6.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5a804abc126b33824a44a7aa94f06cd211a18bbf31898ba04bd0924fbe9d282d"},
-    {file = "zope.interface-6.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f294a15f7723fc0d3b40701ca9b446133ec713eafc1cc6afa7b3d98666ee1ac"},
-    {file = "zope.interface-6.1-cp39-cp39-win_amd64.whl", hash = "sha256:a41f87bb93b8048fe866fa9e3d0c51e27fe55149035dcf5f43da4b56732c0a40"},
-    {file = "zope.interface-6.1.tar.gz", hash = "sha256:2fdc7ccbd6eb6b7df5353012fbed6c3c5d04ceaca0038f75e601060e95345309"},
-]
-
-[package.dependencies]
-setuptools = "*"
-
-[package.extras]
-docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx-rtd-theme"]
-test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
-testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.11,<3.12"
-content-hash = "88c56122fc328480edfe017b7d83e1c770168efd9c0dbe79a9f5d64193e6dc30"
diff --git a/pyproject.toml b/pyproject.toml
index cc00160..6278487 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,10 +18,9 @@ safe-ds-runner = "safeds_runner.main:main"
 [tool.poetry.dependencies]
 python = "^3.11,<3.12"
 safe-ds = ">=0.17,<0.18"
-flask = "^3.0.0"
-flask-cors = "^4.0.0"
-flask-sock = "^0.7.0"
-gevent = "^23.9.1"
+asgiref = "^3.7.2"
+hypercorn = "^0.16.0"
+quart = "^0.19.4"
 
 [tool.poetry.dev-dependencies]
 pytest = "^7.4.4"
diff --git a/src/safeds_runner/server/main.py b/src/safeds_runner/server/main.py
index 1987cb9..fc85531 100644
--- a/src/safeds_runner/server/main.py
+++ b/src/safeds_runner/server/main.py
@@ -17,10 +17,6 @@ def start_server(port: int) -> None:
     # Startup early, so our multiprocessing setup works
     app_pipeline_manager = PipelineManager()
     app_pipeline_manager.startup()
-    from gevent.monkey import patch_all
-
-    # Patch WebSockets to work in parallel
-    patch_all()
 
     from safeds_runner.server.server import SafeDsServer
 
diff --git a/src/safeds_runner/server/pipeline_manager.py b/src/safeds_runner/server/pipeline_manager.py
index c9a6487..41b204c 100644
--- a/src/safeds_runner/server/pipeline_manager.py
+++ b/src/safeds_runner/server/pipeline_manager.py
@@ -12,7 +12,6 @@
 from pathlib import Path
 from typing import Any
 
-import simple_websocket
 import stack_data
 
 from safeds_runner.server.messages import (
@@ -41,7 +40,7 @@ class PipelineManager:
     def __init__(self) -> None:
         """Create a new PipelineManager object, which is lazily started, when needed."""
         self._placeholder_map: dict = {}
-        self._websocket_target: list[simple_websocket.Server] = []
+        self._websocket_target: list = []
 
     @cached_property
     def _multiprocessing_manager(self) -> SyncManager:
@@ -95,7 +94,7 @@ def _handle_queue_messages(self) -> None:
         except BaseException as error:  # noqa: BLE001  # pragma: no cover
             logging.warning("Message queue terminated: %s", error.__repr__())  # pragma: no cover
 
-    def connect(self, websocket_connection: simple_websocket.Server) -> None:
+    def connect(self, websocket_connection) -> None:
         """
         Add a websocket connection to relay event messages to, which are occurring during pipeline execution.
 
@@ -106,7 +105,7 @@ def connect(self, websocket_connection: simple_websocket.Server) -> None:
         """
         self._websocket_target.append(websocket_connection)
 
-    def disconnect(self, websocket_connection: simple_websocket.Server) -> None:
+    def disconnect(self, websocket_connection) -> None:
         """
         Remove a websocket target connection to no longer receive messages.
 
diff --git a/src/safeds_runner/server/server.py b/src/safeds_runner/server/server.py
index 47afdc1..8099763 100644
--- a/src/safeds_runner/server/server.py
+++ b/src/safeds_runner/server/server.py
@@ -1,15 +1,12 @@
 """Module containing the server, endpoints and utility functions."""
-
+import asyncio
 import json
 import logging
 import sys
 
-import flask.app
-import flask_sock
-import simple_websocket
-from flask import Flask
-from flask_cors import CORS
-from flask_sock import Sock
+import hypercorn.asyncio
+import quart.app
+from asgiref.wsgi import WsgiToAsgi
 
 from safeds_runner.server import messages
 from safeds_runner.server.json_encoder import SafeDsEncoder
@@ -22,9 +19,9 @@
 from safeds_runner.server.pipeline_manager import PipelineManager
 
 
-def create_flask_app(testing: bool = False) -> flask.app.App:
+def create_flask_app(testing: bool = False) -> quart.app.Quart:
     """
-    Create a flask app, that handles all requests.
+    Create a quart app, that handles all requests.
 
     Parameters
     ----------
@@ -33,34 +30,17 @@ def create_flask_app(testing: bool = False) -> flask.app.App:
 
     Returns
     -------
-    flask.app.App
-        Flask app.
+    quart.app.Quart
+        App.
     """
-    flask_app = Flask(__name__)
+    quart_app = quart.app.Quart(__name__)
     # Websocket Configuration
-    flask_app.config["SOCK_SERVER_OPTIONS"] = {"ping_interval": 25}
-    flask_app.config["TESTING"] = testing
+    # quart_app.config["SOCK_SERVER_OPTIONS"] = {"ping_interval": 25}
+    # quart_app.config["TESTING"] = testing
 
     # Allow access from VSCode extension
-    CORS(flask_app, resources={r"/*": {"origins": "vscode-webview://*"}})
-    return flask_app
-
-
-def create_flask_websocket(flask_app: flask.app.App) -> flask_sock.Sock:
-    """
-    Create a flask websocket extension.
-
-    Parameters
-    ----------
-    flask_app: flask.app.App
-        Flask App Instance.
-
-    Returns
-    -------
-    flask_sock.Sock
-        Websocket extension for the provided flask app.
-    """
-    return Sock(flask_app)
+    # CORS(flask_app, resources={r"/*": {"origins": "vscode-webview://*"}})
+    return quart_app
 
 
 class SafeDsServer:
@@ -77,8 +57,7 @@ def __init__(self, app_pipeline_manager: PipelineManager) -> None:
         """
         self.app_pipeline_manager = app_pipeline_manager
         self.app = create_flask_app()
-        self.sock = create_flask_websocket(self.app)
-        self.sock.route("/WSMain")(lambda ws: self._ws_main(ws, self.app_pipeline_manager))
+        self.app.websocket("/WSMain")(lambda ws: self._ws_main(ws, self.app_pipeline_manager))
 
     def listen(self, port: int) -> None:
         """
@@ -90,13 +69,14 @@ def listen(self, port: int) -> None:
             Port to listen on
         """
         logging.info("Starting Safe-DS Runner on port %s", str(port))
+        asgi_app = WsgiToAsgi(self.app)
+        serve_config = hypercorn.config.Config()
         # Only bind to host=127.0.0.1. Connections from other devices should not be accepted
-        from gevent.pywsgi import WSGIServer
-
-        WSGIServer(("127.0.0.1", port), self.app, spawn=8).serve_forever()
+        serve_config.bind = f"localhost:{port}"
+        asyncio.run(hypercorn.asyncio.serve(asgi_app, serve_config))
 
     @staticmethod
-    def _ws_main(ws: simple_websocket.Server, pipeline_manager: PipelineManager) -> None:
+    def _ws_main(ws, pipeline_manager: PipelineManager) -> None:
         """
         Handle websocket requests to the WSMain endpoint.
 
@@ -199,7 +179,7 @@ def _ws_main(ws: simple_websocket.Server, pipeline_manager: PipelineManager) ->
                         logging.warning("Invalid message type: %s", received_object.type)
 
 
-def broadcast_message(connections: list[simple_websocket.Server], message: Message) -> None:
+def broadcast_message(connections: list, message: Message) -> None:
     """
     Send any message to all the provided connections (to the VS Code extension).
 

From 7bb0e28fbed49e432a13f61dc2b8ca92b5428a65 Mon Sep 17 00:00:00 2001
From: WinPlay02 <winplay02_gh@woberlaender.de>
Date: Thu, 25 Jan 2024 14:32:57 +0100
Subject: [PATCH 02/10] feat: replace flask stack with quart (successor) to no
 longer require patching and embrace async python

---
 src/safeds_runner/cli/_cli.py                |  4 +
 src/safeds_runner/server/pipeline_manager.py | 34 +++++---
 src/safeds_runner/server/server.py           | 91 ++++++++++++--------
 3 files changed, 78 insertions(+), 51 deletions(-)

diff --git a/src/safeds_runner/cli/_cli.py b/src/safeds_runner/cli/_cli.py
index 6d23ea0..3a2a110 100644
--- a/src/safeds_runner/cli/_cli.py
+++ b/src/safeds_runner/cli/_cli.py
@@ -25,6 +25,10 @@ def cli() -> None:  # pragma: no cover
             start_server(args.port)
 
 
+if __name__ == "__main__":
+    start_server(5123)
+
+
 def _get_args() -> argparse.Namespace:  # pragma: no cover
     parser = argparse.ArgumentParser(description="Execute Safe-DS programs that were compiled to Python.")
     parser.add_argument(
diff --git a/src/safeds_runner/server/pipeline_manager.py b/src/safeds_runner/server/pipeline_manager.py
index 41b204c..477fd0b 100644
--- a/src/safeds_runner/server/pipeline_manager.py
+++ b/src/safeds_runner/server/pipeline_manager.py
@@ -1,5 +1,5 @@
 """Module that contains the infrastructure for pipeline execution in child processes."""
-
+import asyncio
 import json
 import logging
 import multiprocessing
@@ -40,7 +40,7 @@ class PipelineManager:
     def __init__(self) -> None:
         """Create a new PipelineManager object, which is lazily started, when needed."""
         self._placeholder_map: dict = {}
-        self._websocket_target: list = []
+        self._websocket_target: list[asyncio.Queue] = []
 
     @cached_property
     def _multiprocessing_manager(self) -> SyncManager:
@@ -57,6 +57,7 @@ def _messages_queue_thread(self) -> threading.Thread:
         return threading.Thread(
             target=self._handle_queue_messages,
             daemon=True,
+            args=(asyncio.get_event_loop(),)
         )
 
     @cached_property
@@ -78,11 +79,16 @@ def startup(self) -> None:
         if not self._messages_queue_thread.is_alive():
             self._messages_queue_thread.start()
 
-    def _handle_queue_messages(self) -> None:
+    def _handle_queue_messages(self, event_loop: asyncio.AbstractEventLoop) -> None:
         """
         Relay messages from pipeline processes to the currently connected websocket endpoint.
 
         Should be used in a dedicated thread.
+
+        Parameters
+        ----------
+        event_loop : asyncio.AbstractEventLoop
+            Event Loop that handles websocket connections.
         """
         try:
             while self._messages_queue is not None:
@@ -90,31 +96,31 @@ def _handle_queue_messages(self) -> None:
                 message_encoded = json.dumps(message.to_dict())
                 # only send messages to the same connection once
                 for connection in set(self._websocket_target):
-                    connection.send(message_encoded)
+                    asyncio.run_coroutine_threadsafe(connection.put(message_encoded), event_loop)
         except BaseException as error:  # noqa: BLE001  # pragma: no cover
             logging.warning("Message queue terminated: %s", error.__repr__())  # pragma: no cover
 
-    def connect(self, websocket_connection) -> None:
+    def connect(self, websocket_connection_queue: asyncio.Queue) -> None:
         """
-        Add a websocket connection to relay event messages to, which are occurring during pipeline execution.
+        Add a websocket connection queue to relay event messages to, which are occurring during pipeline execution.
 
         Parameters
         ----------
-        websocket_connection : simple_websocket.Server
-            New websocket connection.
+        websocket_connection_queue : asyncio.Queue
+            Message Queue for a websocket connection.
         """
-        self._websocket_target.append(websocket_connection)
+        self._websocket_target.append(websocket_connection_queue)
 
-    def disconnect(self, websocket_connection) -> None:
+    def disconnect(self, websocket_connection_queue: asyncio.Queue) -> None:
         """
-        Remove a websocket target connection to no longer receive messages.
+        Remove a websocket target connection queue to no longer receive messages.
 
         Parameters
         ----------
-        websocket_connection : simple_websocket.Server
-            Websocket connection to be removed.
+        websocket_connection_queue : asyncio.Queue
+            Message Queue for a websocket connection to be removed.
         """
-        self._websocket_target.remove(websocket_connection)
+        self._websocket_target.remove(websocket_connection_queue)
 
     def execute_pipeline(
         self,
diff --git a/src/safeds_runner/server/server.py b/src/safeds_runner/server/server.py
index 8099763..440be3a 100644
--- a/src/safeds_runner/server/server.py
+++ b/src/safeds_runner/server/server.py
@@ -6,7 +6,6 @@
 
 import hypercorn.asyncio
 import quart.app
-from asgiref.wsgi import WsgiToAsgi
 
 from safeds_runner.server import messages
 from safeds_runner.server.json_encoder import SafeDsEncoder
@@ -19,15 +18,10 @@
 from safeds_runner.server.pipeline_manager import PipelineManager
 
 
-def create_flask_app(testing: bool = False) -> quart.app.Quart:
+def create_flask_app() -> quart.app.Quart:
     """
     Create a quart app, that handles all requests.
 
-    Parameters
-    ----------
-    testing : bool
-        Whether the app should run in a testing context.
-
     Returns
     -------
     quart.app.Quart
@@ -57,7 +51,8 @@ def __init__(self, app_pipeline_manager: PipelineManager) -> None:
         """
         self.app_pipeline_manager = app_pipeline_manager
         self.app = create_flask_app()
-        self.app.websocket("/WSMain")(lambda ws: self._ws_main(ws, self.app_pipeline_manager))
+        self.app.config["pipeline_manager"] = self.app_pipeline_manager
+        self.app.websocket("/WSMain")(SafeDsServer.ws_main)
 
     def listen(self, port: int) -> None:
         """
@@ -69,14 +64,20 @@ def listen(self, port: int) -> None:
             Port to listen on
         """
         logging.info("Starting Safe-DS Runner on port %s", str(port))
-        asgi_app = WsgiToAsgi(self.app)
         serve_config = hypercorn.config.Config()
         # Only bind to host=127.0.0.1. Connections from other devices should not be accepted
-        serve_config.bind = f"localhost:{port}"
-        asyncio.run(hypercorn.asyncio.serve(asgi_app, serve_config))
+        serve_config.bind = f"127.0.0.1:{port}"
+        event_loop = asyncio.get_event_loop()
+        event_loop.run_until_complete(hypercorn.asyncio.serve(self.app, serve_config))
+        event_loop.run_forever()
+
+    @staticmethod
+    async def ws_main() -> None:
+        """Handle websocket requests to the WSMain endpoint and delegates with the required objects."""
+        await SafeDsServer._ws_main(quart.websocket, quart.current_app.config["pipeline_manager"])
 
     @staticmethod
-    def _ws_main(ws, pipeline_manager: PipelineManager) -> None:
+    async def _ws_main(ws: quart.Websocket, pipeline_manager: PipelineManager) -> None:
         """
         Handle websocket requests to the WSMain endpoint.
 
@@ -84,27 +85,38 @@ def _ws_main(ws, pipeline_manager: PipelineManager) -> None:
 
         Parameters
         ----------
-        ws : simple_websocket.Server
-            Websocket Connection, provided by flask.
+        ws : quart.Websocket
+            Connection
         pipeline_manager : PipelineManager
-            Manager used to execute pipelines on, and retrieve placeholders from
+            Pipeline Manager
         """
         logging.debug("Request to WSRunProgram")
-        pipeline_manager.connect(ws)
+        output_queue = asyncio.Queue()
+        pipeline_manager.connect(output_queue)
+        foreground_handler = asyncio.create_task(SafeDsServer._ws_main_foreground(ws, pipeline_manager, output_queue))
+        background_handler = asyncio.create_task(SafeDsServer._ws_main_background(ws, output_queue))
+        await asyncio.gather(foreground_handler, background_handler)
+
+    @staticmethod
+    async def _ws_main_foreground(ws: quart.Websocket, pipeline_manager: PipelineManager,
+                                  output_queue: asyncio.Queue) -> None:
         while True:
             # This would be a JSON message
-            received_message: str = ws.receive()
+            try:
+                received_message: str = await ws.receive()
+            except asyncio.CancelledError:
+                raise
             if received_message is None:
                 logging.debug("Received EOF, closing connection")
-                pipeline_manager.disconnect(ws)
-                ws.close()
+                pipeline_manager.disconnect(output_queue)
+                await ws.close(code=1000)
                 return
             logging.debug("Received Message: %s", received_message)
             received_object, error_detail, error_short = parse_validate_message(received_message)
             if received_object is None:
                 logging.error(error_detail)
-                pipeline_manager.disconnect(ws)
-                ws.close(message=error_short)
+                pipeline_manager.disconnect(output_queue)
+                await ws.close(code=1000, reason=error_short)
                 return
             match received_object.type:
                 case "shutdown":
@@ -115,8 +127,8 @@ def _ws_main(ws, pipeline_manager: PipelineManager) -> None:
                     program_data, invalid_message = messages.validate_program_message_data(received_object.data)
                     if program_data is None:
                         logging.error("Invalid message data specified in: %s (%s)", received_message, invalid_message)
-                        pipeline_manager.disconnect(ws)
-                        ws.close(None, invalid_message)
+                        pipeline_manager.disconnect(output_queue)
+                        await ws.close(code=1000, reason=invalid_message)
                         return
                     # This should only be called from the extension as it is a security risk
                     pipeline_manager.execute_pipeline(program_data, received_object.id)
@@ -127,8 +139,8 @@ def _ws_main(ws, pipeline_manager: PipelineManager) -> None:
                     )
                     if placeholder_query_data is None:
                         logging.error("Invalid message data specified in: %s (%s)", received_message, invalid_message)
-                        pipeline_manager.disconnect(ws)
-                        ws.close(None, invalid_message)
+                        pipeline_manager.disconnect(output_queue)
+                        await ws.close(code=1000, reason=invalid_message)
                         return
                     placeholder_type, placeholder_value = pipeline_manager.get_placeholder(
                         received_object.id,
@@ -137,8 +149,8 @@ def _ws_main(ws, pipeline_manager: PipelineManager) -> None:
                     # send back a value message
                     if placeholder_type is not None:
                         try:
-                            broadcast_message(
-                                [ws],
+                            await send_message(
+                                ws,
                                 Message(
                                     message_type_placeholder_value,
                                     received_object.id,
@@ -151,8 +163,8 @@ def _ws_main(ws, pipeline_manager: PipelineManager) -> None:
                             )
                         except TypeError as _encoding_error:
                             # if the value can't be encoded send back that the value exists but is not displayable
-                            broadcast_message(
-                                [ws],
+                            await send_message(
+                                ws,
                                 Message(
                                     message_type_placeholder_value,
                                     received_object.id,
@@ -166,8 +178,8 @@ def _ws_main(ws, pipeline_manager: PipelineManager) -> None:
                     else:
                         # Send back empty type / value, to communicate that no placeholder exists (yet)
                         # Use name from query to allow linking a response to a request on the peer
-                        broadcast_message(
-                            [ws],
+                        await send_message(
+                            ws,
                             Message(
                                 message_type_placeholder_value,
                                 received_object.id,
@@ -178,18 +190,23 @@ def _ws_main(ws, pipeline_manager: PipelineManager) -> None:
                     if received_object.type not in messages.message_types:
                         logging.warning("Invalid message type: %s", received_object.type)
 
+    @staticmethod
+    async def _ws_main_background(ws: quart.Websocket, output_queue: asyncio.Queue) -> None:
+        while True:
+            encoded_message = await output_queue.get()
+            await ws.send(encoded_message)
+
 
-def broadcast_message(connections: list, message: Message) -> None:
+async def send_message(connection: quart.Websocket, message: Message) -> None:
     """
-    Send any message to all the provided connections (to the VS Code extension).
+    Send a message to the provided websocket connection (to the VS Code extension).
 
     Parameters
     ----------
-    connections : list[simple_websocket.Server]
-        List of Websocket connections that should receive the message.
+    connection : quart.Websocket
+        Connection that should receive the message.
     message : Message
         Object that will be sent.
     """
     message_encoded = json.dumps(message.to_dict(), cls=SafeDsEncoder)
-    for connection in connections:
-        connection.send(message_encoded)
+    await connection.send(message_encoded)

From 8b4d14b2aba64415a1a814fcd47603941a5948e6 Mon Sep 17 00:00:00 2001
From: WinPlay02 <winplay02_gh@woberlaender.de>
Date: Thu, 25 Jan 2024 14:35:01 +0100
Subject: [PATCH 03/10] misc: remove no longer needed dependency

---
 poetry.lock    | 2882 +++++++++++++++++++++++-------------------------
 pyproject.toml |    1 -
 2 files changed, 1379 insertions(+), 1504 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 3f6f516..e05511d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,1432 +1,77 @@
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+
 [[package]]
 name = "aiofiles"
 version = "23.2.1"
 description = "File support for asyncio."
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
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+
+[[package]]
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+
+[[package]]
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+description = "Python package for providing Mozilla's CA Bundle."
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+python-versions = ">=3.6"
+files = [
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 ]
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+
+[[package]]
+name = "charset-normalizer"
+version = "3.3.2"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
+files = [
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@@ -1518,15 +163,39 @@ charset-normalizer = [
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 ]
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+[[package]]
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 ]
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+[package.dependencies]
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+
+[[package]]
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+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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 ]
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+
+[[package]]
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+optional = false
+python-versions = ">=3.9"
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@@ -1572,7 +241,24 @@ contourpy = [
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 ]
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+
+[package.dependencies]
+numpy = ">=1.20,<2.0"
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
+
+[[package]]
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+version = "7.4.0"
+description = "Code coverage measurement for Python"
+optional = false
+python-versions = ">=3.8"
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@@ -1626,31 +312,106 @@ coverage = [
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 ]
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+
+[package.extras]
+toml = ["tomli"]
+
+[[package]]
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+optional = false
+python-versions = ">=3.8"
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 ]
-decorator = [
+
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
+[[package]]
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+python-versions = ">=3.5"
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 ]
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+[[package]]
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+
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+
+[package.extras]
+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
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+typing = ["typing-extensions (>=4.8)"]
+
+[[package]]
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+description = "A simple framework for building complex web applications."
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 ]
-fonttools = [
+
+[package.dependencies]
+blinker = ">=1.6.2"
+click = ">=8.1.3"
+itsdangerous = ">=2.1.2"
+Jinja2 = ">=3.1.2"
+Werkzeug = ">=3.0.0"
+
+[package.extras]
+async = ["asgiref (>=3.2)"]
+dotenv = ["python-dotenv"]
+
+[[package]]
+name = "fonttools"
+version = "4.47.2"
+description = "Tools to manipulate font files"
+optional = false
+python-versions = ">=3.8"
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@@ -1694,67 +455,298 @@ fonttools = [
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 ]
-fsspec = [
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@@ -2224,19 +1515,84 @@ pandas = [
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 ]
-parso = [
+
+[package.dependencies]
+numpy = {version = ">=1.23.2,<2", markers = "python_version == \"3.11\""}
+python-dateutil = ">=2.8.2"
+pytz = ">=2020.1"
+tzdata = ">=2022.1"
+
+[package.extras]
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+aws = ["s3fs (>=2022.05.0)"]
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+xml = ["lxml (>=4.8.0)"]
+
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+description = "A Python Parser"
+optional = false
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+qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+testing = ["docopt", "pytest (<6.0.0)"]
+
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+description = "Utility library for gitignore style pattern matching of file paths."
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-pexpect = [
+
+[[package]]
+name = "pexpect"
+version = "4.9.0"
+description = "Pexpect allows easy control of interactive console applications."
+optional = false
+python-versions = "*"
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-pillow = [
+
+[package.dependencies]
+ptyprocess = ">=0.5"
+
+[[package]]
+name = "pillow"
+version = "10.2.0"
+description = "Python Imaging Library (Fork)"
+optional = false
+python-versions = ">=3.8"
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@@ -2306,63 +1662,226 @@ pillow = [
     {file = "pillow-10.2.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:fe4c15f6c9285dc54ce6553a3ce908ed37c8f3825b5a51a15c91442bb955b868"},
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 ]
-platformdirs = [
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
+
+[[package]]
+name = "platformdirs"
+version = "4.1.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "platformdirs-4.1.0-py3-none-any.whl", hash = "sha256:11c8f37bcca40db96d8144522d925583bdb7a31f7b0e37e3ed4318400a8e2380"},
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+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
+
+[[package]]
+name = "pluggy"
+version = "1.3.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
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-priority = [
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
+
+[[package]]
+name = "priority"
+version = "2.0.0"
+description = "A pure-Python implementation of the HTTP/2 priority tree"
+optional = false
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+
+[[package]]
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+description = "Library for building powerful interactive command lines in Python"
+optional = false
+python-versions = ">=3.7.0"
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-ptyprocess = [
+
+[package.dependencies]
+wcwidth = "*"
+
+[[package]]
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+[package.extras]
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+
+[[package]]
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+[package.extras]
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+
+[[package]]
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+optional = false
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+
+[package.extras]
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+
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+optional = false
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+diagrams = ["jinja2", "railroad-diagrams"]
+
+[[package]]
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+packaging = "*"
+pluggy = ">=0.12,<2.0"
+
+[package.extras]
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+
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+
+[package.extras]
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+
+[[package]]
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+
+[[package]]
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+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+optional = false
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-pytz = [
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "pytz"
+version = "2023.3.post1"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
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-pyyaml = [
+
+[[package]]
+name = "pyyaml"
+version = "6.0.1"
+description = "YAML parser and emitter for Python"
+optional = false
+python-versions = ">=3.6"
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@@ -2381,7 +1900,6 @@ pyyaml = [
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@@ -2415,15 +1933,54 @@ pyyaml = [
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 ]
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+version = "0.1"
+description = "A custom YAML tag for referencing environment variables in YAML files. "
+optional = false
+python-versions = ">=3.6"
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-quart = [
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+
+[[package]]
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+description = "A Python ASGI web microframework with the same API as Flask"
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+markupsafe = "*"
+werkzeug = ">=3.0.0"
+
+[package.extras]
+docs = ["pydata_sphinx_theme"]
+dotenv = ["python-dotenv"]
+
+[[package]]
+name = "rapidfuzz"
+version = "3.6.1"
+description = "rapid fuzzy string matching"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "rapidfuzz-3.6.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ac434fc71edda30d45db4a92ba5e7a42c7405e1a54cb4ec01d03cc668c6dcd40"},
     {file = "rapidfuzz-3.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2a791168e119cfddf4b5a40470620c872812042f0621e6a293983a2d52372db0"},
     {file = "rapidfuzz-3.6.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5a2f3e9df346145c2be94e4d9eeffb82fab0cbfee85bd4a06810e834fe7c03fa"},
@@ -2515,7 +2072,17 @@ rapidfuzz = [
     {file = "rapidfuzz-3.6.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:3028ee8ecc48250607fa8a0adce37b56275ec3b1acaccd84aee1f68487c8557b"},
     {file = "rapidfuzz-3.6.1.tar.gz", hash = "sha256:35660bee3ce1204872574fa041c7ad7ec5175b3053a4cb6e181463fc07013de7"},
 ]
-regex = [
+
+[package.extras]
+full = ["numpy"]
+
+[[package]]
+name = "regex"
+version = "2023.12.25"
+description = "Alternative regular expression module, to replace re."
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "regex-2023.12.25-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0694219a1d54336fd0445ea382d49d36882415c0134ee1e8332afd1529f0baa5"},
     {file = "regex-2023.12.25-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b014333bd0217ad3d54c143de9d4b9a3ca1c5a29a6d0d554952ea071cff0f1f8"},
     {file = "regex-2023.12.25-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d865984b3f71f6d0af64d0d88f5733521698f6c16f445bb09ce746c92c97c586"},
@@ -2610,15 +2177,59 @@ regex = [
     {file = "regex-2023.12.25-cp39-cp39-win_amd64.whl", hash = "sha256:e693e233ac92ba83a87024e1d32b5f9ab15ca55ddd916d878146f4e3406b5c91"},
     {file = "regex-2023.12.25.tar.gz", hash = "sha256:29171aa128da69afdf4bde412d5bedc335f2ca8fcfe4489038577d05f16181e5"},
 ]
-requests = [
+
+[[package]]
+name = "requests"
+version = "2.31.0"
+description = "Python HTTP for Humans."
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"},
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 ]
-safe-ds = [
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+charset-normalizer = ">=2,<4"
+idna = ">=2.5,<4"
+urllib3 = ">=1.21.1,<3"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+
+[[package]]
+name = "safe-ds"
+version = "0.17.1"
+description = "A user-friendly library for Data Science in Python."
+optional = false
+python-versions = ">=3.11,<3.12"
+files = [
     {file = "safe_ds-0.17.1-py3-none-any.whl", hash = "sha256:3f4397e3bb87f98e9cc536b4f269f83f4dbf8c20f56113a93d8f1c09b413555c"},
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 ]
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+
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+levenshtein = ">=0.21.1,<0.24.0"
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+pandas = ">=2.0.0,<3.0.0"
+pillow = ">=9.5,<11.0"
+scikit-image = ">=0.21,<0.23"
+scikit-learn = ">=1.2.0,<2.0.0"
+seaborn = ">=0.13.0,<0.14.0"
+torch = ">=2.1.2,<3.0.0"
+torchvision = ">=0.16.2,<0.17.0"
+
+[[package]]
+name = "scikit-image"
+version = "0.22.0"
+description = "Image processing in Python"
+optional = false
+python-versions = ">=3.9"
+files = [
     {file = "scikit_image-0.22.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:74ec5c1d4693506842cc7c9487c89d8fc32aed064e9363def7af08b8f8cbb31d"},
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@@ -2641,7 +2252,32 @@ scikit-image = [
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 ]
-scikit-learn = [
+
+[package.dependencies]
+imageio = ">=2.27"
+lazy_loader = ">=0.3"
+networkx = ">=2.8"
+numpy = ">=1.22"
+packaging = ">=21"
+pillow = ">=9.0.1"
+scipy = ">=1.8"
+tifffile = ">=2022.8.12"
+
+[package.extras]
+build = ["Cython (>=0.29.32)", "build", "meson-python (>=0.14)", "ninja", "numpy (>=1.22)", "packaging (>=21)", "pythran", "setuptools (>=67)", "spin (==0.6)", "wheel"]
+data = ["pooch (>=1.6.0)"]
+developer = ["pre-commit", "tomli"]
+docs = ["PyWavelets (>=1.1.1)", "dask[array] (>=2022.9.2)", "ipykernel", "ipywidgets", "kaleido", "matplotlib (>=3.5)", "myst-parser", "numpydoc (>=1.6)", "pandas (>=1.5)", "plotly (>=5.10)", "pooch (>=1.6)", "pydata-sphinx-theme (>=0.14.1)", "pytest-runner", "scikit-learn (>=1.1)", "seaborn (>=0.11)", "sphinx (>=7.2)", "sphinx-copybutton", "sphinx-gallery (>=0.14)", "sphinx_design (>=0.5)", "tifffile (>=2022.8.12)"]
+optional = ["PyWavelets (>=1.1.1)", "SimpleITK", "astropy (>=5.0)", "cloudpickle (>=0.2.1)", "dask[array] (>=2021.1.0)", "matplotlib (>=3.5)", "pooch (>=1.6.0)", "pyamg", "scikit-learn (>=1.1)"]
+test = ["asv", "matplotlib (>=3.5)", "numpydoc (>=1.5)", "pooch (>=1.6.0)", "pytest (>=7.0)", "pytest-cov (>=2.11.0)", "pytest-faulthandler", "pytest-localserver"]
+
+[[package]]
+name = "scikit-learn"
+version = "1.3.2"
+description = "A set of python modules for machine learning and data mining"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "scikit-learn-1.3.2.tar.gz", hash = "sha256:a2f54c76accc15a34bfb9066e6c7a56c1e7235dda5762b990792330b52ccfb05"},
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@@ -2669,7 +2305,26 @@ scikit-learn = [
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 ]
-scipy = [
+
+[package.dependencies]
+joblib = ">=1.1.1"
+numpy = ">=1.17.3,<2.0"
+scipy = ">=1.5.0"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+benchmark = ["matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=6.0.0)", "sphinx-copybutton (>=0.5.2)", "sphinx-gallery (>=0.10.1)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.1.3)", "pandas (>=1.0.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"]
+tests = ["black (>=23.3.0)", "matplotlib (>=3.1.3)", "mypy (>=1.3)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.0.272)", "scikit-image (>=0.16.2)"]
+
+[[package]]
+name = "scipy"
+version = "1.11.4"
+description = "Fundamental algorithms for scientific computing in Python"
+optional = false
+python-versions = ">=3.9"
+files = [
     {file = "scipy-1.11.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bc9a714581f561af0848e6b69947fda0614915f072dfd14142ed1bfe1b806710"},
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@@ -2696,31 +2351,115 @@ scipy = [
     {file = "scipy-1.11.4-cp39-cp39-win_amd64.whl", hash = "sha256:ee410e6de8f88fd5cf6eadd73c135020bfbbbdfcd0f6162c36a7638a1ea8cc65"},
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 ]
-seaborn = [
+
+[package.dependencies]
+numpy = ">=1.21.6,<1.28.0"
+
+[package.extras]
+dev = ["click", "cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
+doc = ["jupytext", "matplotlib (>2)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
+test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+
+[[package]]
+name = "seaborn"
+version = "0.13.1"
+description = "Statistical data visualization"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "seaborn-0.13.1-py3-none-any.whl", hash = "sha256:6baa69b6d1169ae59037971491c450c0b73332b42bd4b23570b62a546bc61cb8"},
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 ]
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+
+[package.dependencies]
+matplotlib = ">=3.4,<3.6.1 || >3.6.1"
+numpy = ">=1.20,<1.24.0 || >1.24.0"
+pandas = ">=1.2"
+
+[package.extras]
+dev = ["flake8", "flit", "mypy", "pandas-stubs", "pre-commit", "pytest", "pytest-cov", "pytest-xdist"]
+docs = ["ipykernel", "nbconvert", "numpydoc", "pydata_sphinx_theme (==0.10.0rc2)", "pyyaml", "sphinx (<6.0.0)", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
+stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
+
+[[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 = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
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 ]
-stack-data = [
+
+[[package]]
+name = "stack-data"
+version = "0.6.3"
+description = "Extract data from python stack frames and tracebacks for informative displays"
+optional = false
+python-versions = "*"
+files = [
     {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
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 ]
-sympy = [
+
+[package.dependencies]
+asttokens = ">=2.1.0"
+executing = ">=1.2.0"
+pure-eval = "*"
+
+[package.extras]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
+
+[[package]]
+name = "sympy"
+version = "1.12"
+description = "Computer algebra system (CAS) in Python"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "sympy-1.12-py3-none-any.whl", hash = "sha256:c3588cd4295d0c0f603d0f2ae780587e64e2efeedb3521e46b9bb1d08d184fa5"},
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 ]
-threadpoolctl = [
+
+[package.dependencies]
+mpmath = ">=0.19"
+
+[[package]]
+name = "threadpoolctl"
+version = "3.2.0"
+description = "threadpoolctl"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "threadpoolctl-3.2.0-py3-none-any.whl", hash = "sha256:2b7818516e423bdaebb97c723f86a7c6b0a83d3f3b0970328d66f4d9104dc032"},
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 ]
-tifffile = [
+
+[[package]]
+name = "tifffile"
+version = "2023.12.9"
+description = "Read and write TIFF files"
+optional = false
+python-versions = ">=3.9"
+files = [
     {file = "tifffile-2023.12.9-py3-none-any.whl", hash = "sha256:9b066e4b1a900891ea42ffd33dab8ba34c537935618b9893ddef42d7d422692f"},
     {file = "tifffile-2023.12.9.tar.gz", hash = "sha256:9dd1da91180a6453018a241ff219e1905f169384355cd89c9ef4034c1b46cdb8"},
 ]
-torch = [
+
+[package.dependencies]
+numpy = "*"
+
+[package.extras]
+all = ["defusedxml", "fsspec", "imagecodecs (>=2023.8.12)", "lxml", "matplotlib", "zarr"]
+
+[[package]]
+name = "torch"
+version = "2.1.2"
+description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+optional = false
+python-versions = ">=3.8.0"
+files = [
     {file = "torch-2.1.2-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:3a871edd6c02dae77ad810335c0833391c1a4ce49af21ea8cf0f6a5d2096eea8"},
     {file = "torch-2.1.2-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:bef6996c27d8f6e92ea4e13a772d89611da0e103b48790de78131e308cf73076"},
     {file = "torch-2.1.2-cp310-cp310-win_amd64.whl", hash = "sha256:0e13034fd5fb323cbbc29e56d0637a3791e50dd589616f40c79adfa36a5a35a1"},
@@ -2742,7 +2481,38 @@ torch = [
     {file = "torch-2.1.2-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:6984cd5057c0c977b3c9757254e989d3f1124f4ce9d07caa6cb637783c71d42a"},
     {file = "torch-2.1.2-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:bc195d7927feabc0eb7c110e457c955ed2ab616f3c7c28439dd4188cf589699f"},
 ]
-torchvision = [
+
+[package.dependencies]
+filelock = "*"
+fsspec = "*"
+jinja2 = "*"
+networkx = "*"
+nvidia-cublas-cu12 = {version = "12.1.3.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-cupti-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-nvrtc-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-runtime-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cudnn-cu12 = {version = "8.9.2.26", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cufft-cu12 = {version = "11.0.2.54", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-curand-cu12 = {version = "10.3.2.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusolver-cu12 = {version = "11.4.5.107", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-nccl-cu12 = {version = "2.18.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+sympy = "*"
+triton = {version = "2.1.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+typing-extensions = "*"
+
+[package.extras]
+dynamo = ["jinja2"]
+opt-einsum = ["opt-einsum (>=3.3)"]
+
+[[package]]
+name = "torchvision"
+version = "0.16.2"
+description = "image and video datasets and models for torch deep learning"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "torchvision-0.16.2-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:bc86f2800cb2c0c1a09c581409cdd6bff66e62f103dc83fc63f73346264c3756"},
     {file = "torchvision-0.16.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b024bd412df6d3a007dcebf311a894eb3c5c21e1af80d12be382bbcb097a7c3a"},
     {file = "torchvision-0.16.2-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:e89f10f3c8351972b6e3fda95bc3e479ea8dbfc9dfcfd2c32902dbad4ba5cfc5"},
@@ -2764,11 +2534,38 @@ torchvision = [
     {file = "torchvision-0.16.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:8199acdf8ab066a28b84a5b6f4d97b58976d9e164b1acc3a9d14fccfaf74bb3a"},
     {file = "torchvision-0.16.2-cp39-cp39-win_amd64.whl", hash = "sha256:41dd4fa9f176d563fe9f1b9adef3b7e582cdfb60ce8c9bc51b094a025be687c9"},
 ]
-traitlets = [
+
+[package.dependencies]
+numpy = "*"
+pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
+requests = "*"
+torch = "2.1.2"
+
+[package.extras]
+scipy = ["scipy"]
+
+[[package]]
+name = "traitlets"
+version = "5.14.1"
+description = "Traitlets Python configuration system"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "traitlets-5.14.1-py3-none-any.whl", hash = "sha256:2e5a030e6eff91737c643231bfcf04a65b0132078dad75e4936700b213652e74"},
     {file = "traitlets-5.14.1.tar.gz", hash = "sha256:8585105b371a04b8316a43d5ce29c098575c2e477850b62b848b964f1444527e"},
 ]
-triton = [
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+
+[[package]]
+name = "triton"
+version = "2.1.0"
+description = "A language and compiler for custom Deep Learning operations"
+optional = false
+python-versions = "*"
+files = [
     {file = "triton-2.1.0-0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:66439923a30d5d48399b08a9eae10370f6c261a5ec864a64983bae63152d39d7"},
     {file = "triton-2.1.0-0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:919b06453f0033ea52c13eaf7833de0e57db3178d23d4e04f9fc71c4f2c32bf8"},
     {file = "triton-2.1.0-0-cp37-cp37m-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ae4bb8a91de790e1866405211c4d618379781188f40d5c4c399766914e84cd94"},
@@ -2778,19 +2575,60 @@ triton = [
     {file = "triton-2.1.0-0-pp38-pypy38_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:82fc5aeeedf6e36be4e4530cbdcba81a09d65c18e02f52dc298696d45721f3bd"},
     {file = "triton-2.1.0-0-pp39-pypy39_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:81a96d110a738ff63339fc892ded095b31bd0d205e3aace262af8400d40b6fa8"},
 ]
-typing-extensions = [
+
+[package.dependencies]
+filelock = "*"
+
+[package.extras]
+build = ["cmake (>=3.18)", "lit"]
+tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)"]
+tutorials = ["matplotlib", "pandas", "tabulate"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.9.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"},
     {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"},
 ]
-tzdata = [
+
+[[package]]
+name = "tzdata"
+version = "2023.4"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
     {file = "tzdata-2023.4-py2.py3-none-any.whl", hash = "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3"},
     {file = "tzdata-2023.4.tar.gz", hash = "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"},
 ]
-urllib3 = [
+
+[[package]]
+name = "urllib3"
+version = "2.1.0"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"},
     {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
 ]
-watchdog = [
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "watchdog"
+version = "3.0.0"
+description = "Filesystem events monitoring"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "watchdog-3.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:336adfc6f5cc4e037d52db31194f7581ff744b67382eb6021c868322e32eef41"},
     {file = "watchdog-3.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a70a8dcde91be523c35b2bf96196edc5730edb347e374c7de7cd20c43ed95397"},
     {file = "watchdog-3.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:adfdeab2da79ea2f76f87eb42a3ab1966a5313e5a69a0213a3cc06ef692b0e96"},
@@ -2819,15 +2657,53 @@ watchdog = [
     {file = "watchdog-3.0.0-py3-none-win_ia64.whl", hash = "sha256:5d9f3a10e02d7371cd929b5d8f11e87d4bad890212ed3901f9b4d68767bee759"},
     {file = "watchdog-3.0.0.tar.gz", hash = "sha256:4d98a320595da7a7c5a18fc48cb633c2e73cda78f93cac2ef42d42bf609a33f9"},
 ]
-wcwidth = [
+
+[package.extras]
+watchmedo = ["PyYAML (>=3.10)"]
+
+[[package]]
+name = "wcwidth"
+version = "0.2.13"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+files = [
     {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
     {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
 ]
-werkzeug = [
+
+[[package]]
+name = "werkzeug"
+version = "3.0.1"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"},
     {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"},
 ]
-wsproto = [
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
+[[package]]
+name = "wsproto"
+version = "1.2.0"
+description = "WebSockets state-machine based protocol implementation"
+optional = false
+python-versions = ">=3.7.0"
+files = [
     {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"},
     {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"},
 ]
+
+[package.dependencies]
+h11 = ">=0.9.0,<1"
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.11,<3.12"
+content-hash = "b44a3d722cf4de9ce955ac4a020741096118ea4bc2c3273ba361b2deadfd0b1d"
diff --git a/pyproject.toml b/pyproject.toml
index 6278487..1ffee2c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,7 +18,6 @@ safe-ds-runner = "safeds_runner.main:main"
 [tool.poetry.dependencies]
 python = "^3.11,<3.12"
 safe-ds = ">=0.17,<0.18"
-asgiref = "^3.7.2"
 hypercorn = "^0.16.0"
 quart = "^0.19.4"
 

From 43c0602d3e8f6276e8053e5e18c2a11f67f1da10 Mon Sep 17 00:00:00 2001
From: WinPlay02 <winplay02_gh@woberlaender.de>
Date: Thu, 25 Jan 2024 18:25:57 +0100
Subject: [PATCH 04/10] test: add new test to check that a message does not
 crash the runner

test: change tests from flask to quart

test: remove mock-connection and use quart

misc: no longer work around monkey-patching
---
 poetry.lock                                   |  20 +-
 pyproject.toml                                |   1 +
 src/safeds_runner/server/main.py              |   9 +-
 src/safeds_runner/server/server.py            |  22 +-
 .../server/test_websocket_mock.py             | 419 +++++++++++++-----
 5 files changed, 333 insertions(+), 138 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e05511d..5c5f40a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1818,6 +1818,24 @@ pluggy = ">=0.12,<2.0"
 [package.extras]
 testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pytest-asyncio"
+version = "0.23.3"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pytest-asyncio-0.23.3.tar.gz", hash = "sha256:af313ce900a62fbe2b1aed18e37ad757f1ef9940c6b6a88e2954de38d6b1fb9f"},
+    {file = "pytest_asyncio-0.23.3-py3-none-any.whl", hash = "sha256:37a9d912e8338ee7b4a3e917381d1c95bfc8682048cb0fbc35baba316ec1faba"},
+]
+
+[package.dependencies]
+pytest = ">=7.0.0"
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "pytest-cov"
 version = "4.1.0"
@@ -2706,4 +2724,4 @@ h11 = ">=0.9.0,<1"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11,<3.12"
-content-hash = "b44a3d722cf4de9ce955ac4a020741096118ea4bc2c3273ba361b2deadfd0b1d"
+content-hash = "d3ade28a847f3bd260d5e4b31109efd0bd14c78cfa85a7f4a3f64c47593ed216"
diff --git a/pyproject.toml b/pyproject.toml
index 1ffee2c..32c5dd7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,6 +25,7 @@ quart = "^0.19.4"
 pytest = "^7.4.4"
 pytest-cov = "^4.1.0"
 pytest-timeout = "^2.2.0"
+pytest-asyncio = "^0.23.3"
 
 [tool.poetry.group.docs.dependencies]
 mkdocs = "^1.4.3"
diff --git a/src/safeds_runner/server/main.py b/src/safeds_runner/server/main.py
index fc85531..9aac310 100644
--- a/src/safeds_runner/server/main.py
+++ b/src/safeds_runner/server/main.py
@@ -2,7 +2,7 @@
 
 import logging
 
-from safeds_runner.server.pipeline_manager import PipelineManager
+from safeds_runner.server.server import SafeDsServer
 
 
 def start_server(port: int) -> None:
@@ -14,11 +14,6 @@ def start_server(port: int) -> None:
     builtins.print = functools.partial(print, flush=True)  # type: ignore[assignment]
 
     logging.getLogger().setLevel(logging.DEBUG)
-    # Startup early, so our multiprocessing setup works
-    app_pipeline_manager = PipelineManager()
-    app_pipeline_manager.startup()
 
-    from safeds_runner.server.server import SafeDsServer
-
-    safeds_server = SafeDsServer(app_pipeline_manager)  # pragma: no cover
+    safeds_server = SafeDsServer()  # pragma: no cover
     safeds_server.listen(port)  # pragma: no cover
diff --git a/src/safeds_runner/server/server.py b/src/safeds_runner/server/server.py
index 440be3a..d0e5e4a 100644
--- a/src/safeds_runner/server/server.py
+++ b/src/safeds_runner/server/server.py
@@ -28,28 +28,17 @@ def create_flask_app() -> quart.app.Quart:
         App.
     """
     quart_app = quart.app.Quart(__name__)
-    # Websocket Configuration
-    # quart_app.config["SOCK_SERVER_OPTIONS"] = {"ping_interval": 25}
-    # quart_app.config["TESTING"] = testing
-
-    # Allow access from VSCode extension
-    # CORS(flask_app, resources={r"/*": {"origins": "vscode-webview://*"}})
     return quart_app
 
 
 class SafeDsServer:
     """Server containing the flask app, websocket handler and endpoints."""
 
-    def __init__(self, app_pipeline_manager: PipelineManager) -> None:
+    def __init__(self) -> None:
         """
         Create a new server object.
-
-        Parameters
-        ----------
-        app_pipeline_manager : PipelineManager
-            Manager responsible for executing pipelines sent to this server.
         """
-        self.app_pipeline_manager = app_pipeline_manager
+        self.app_pipeline_manager = PipelineManager()
         self.app = create_flask_app()
         self.app.config["pipeline_manager"] = self.app_pipeline_manager
         self.app.websocket("/WSMain")(SafeDsServer.ws_main)
@@ -67,6 +56,7 @@ def listen(self, port: int) -> None:
         serve_config = hypercorn.config.Config()
         # Only bind to host=127.0.0.1. Connections from other devices should not be accepted
         serve_config.bind = f"127.0.0.1:{port}"
+        serve_config.websocket_ping_interval = 25.0
         event_loop = asyncio.get_event_loop()
         event_loop.run_until_complete(hypercorn.asyncio.serve(self.app, serve_config))
         event_loop.run_forever()
@@ -108,6 +98,7 @@ async def _ws_main_foreground(ws: quart.Websocket, pipeline_manager: PipelineMan
                 raise
             if received_message is None:
                 logging.debug("Received EOF, closing connection")
+                await output_queue.put(None)
                 pipeline_manager.disconnect(output_queue)
                 await ws.close(code=1000)
                 return
@@ -115,6 +106,7 @@ async def _ws_main_foreground(ws: quart.Websocket, pipeline_manager: PipelineMan
             received_object, error_detail, error_short = parse_validate_message(received_message)
             if received_object is None:
                 logging.error(error_detail)
+                await output_queue.put(None)
                 pipeline_manager.disconnect(output_queue)
                 await ws.close(code=1000, reason=error_short)
                 return
@@ -127,6 +119,7 @@ async def _ws_main_foreground(ws: quart.Websocket, pipeline_manager: PipelineMan
                     program_data, invalid_message = messages.validate_program_message_data(received_object.data)
                     if program_data is None:
                         logging.error("Invalid message data specified in: %s (%s)", received_message, invalid_message)
+                        await output_queue.put(None)
                         pipeline_manager.disconnect(output_queue)
                         await ws.close(code=1000, reason=invalid_message)
                         return
@@ -139,6 +132,7 @@ async def _ws_main_foreground(ws: quart.Websocket, pipeline_manager: PipelineMan
                     )
                     if placeholder_query_data is None:
                         logging.error("Invalid message data specified in: %s (%s)", received_message, invalid_message)
+                        await output_queue.put(None)
                         pipeline_manager.disconnect(output_queue)
                         await ws.close(code=1000, reason=invalid_message)
                         return
@@ -194,6 +188,8 @@ async def _ws_main_foreground(ws: quart.Websocket, pipeline_manager: PipelineMan
     async def _ws_main_background(ws: quart.Websocket, output_queue: asyncio.Queue) -> None:
         while True:
             encoded_message = await output_queue.get()
+            if encoded_message is None:
+                return
             await ws.send(encoded_message)
 
 
diff --git a/tests/safeds_runner/server/test_websocket_mock.py b/tests/safeds_runner/server/test_websocket_mock.py
index f25892f..b61fc8a 100644
--- a/tests/safeds_runner/server/test_websocket_mock.py
+++ b/tests/safeds_runner/server/test_websocket_mock.py
@@ -1,13 +1,15 @@
+import asyncio
 import json
 import logging
 import multiprocessing
 import os
 import sys
-import threading
 import time
 import typing
 
 import pytest
+from quart.testing.connections import WebsocketDisconnectError
+
 import safeds_runner.server.main
 import simple_websocket
 from safeds.data.tabular.containers import Table
@@ -22,46 +24,126 @@
     message_type_placeholder_type,
     message_type_placeholder_value,
     message_type_runtime_error,
-    message_type_runtime_progress,
+    message_type_runtime_progress, parse_validate_message, validate_program_message_data,
+    validate_placeholder_query_message_data,
 )
-from safeds_runner.server.pipeline_manager import PipelineManager
 from safeds_runner.server.server import SafeDsServer
 
-app_pipeline_manager = PipelineManager()
+@pytest.mark.parametrize(
+    argnames="websocket_message",
+    argvalues=[
+        "<invalid message>",
+        json.dumps({"id": "a", "data": "b"}),
+        json.dumps({"type": "a", "data": "b"}),
+        json.dumps({"type": "b", "id": "123"}),
+        json.dumps({"type": {"program": "2"}, "id": "123", "data": "a"}),
+        json.dumps({"type": "c", "id": {"": "1233"}, "data": "a"}),
+        json.dumps({"type": "program", "id": "1234", "data": "a"}),
+        json.dumps({"type": "placeholder_query", "id": "123", "data": "abc"}),
+        json.dumps({"type": "placeholder_query", "id": "123", "data": {"a": "v"}}),
+
+        json.dumps({"type": "placeholder_query", "id": "123", "data": {"name": "v", "window": {"begin": "a"}}}),
+
+        json.dumps({"type": "placeholder_query", "id": "123", "data": {"name": "v", "window": {"size": "a"}}}),
 
+        json.dumps({
+            "type": "program",
+            "id": "1234",
+            "data": {"main": {"modulepath": "1", "module": "2", "pipeline": "3"}},
+        }),
 
-class MockWebsocketConnection:
-    def __init__(self, messages: list[str]):
-        self.messages = messages
-        self.received: list[str] = []
-        self.close_reason: int | None = None
-        self.close_message: str | None = None
-        self.condition_variable = threading.Condition(lock=threading.Lock())
+        json.dumps({"type": "program", "id": "1234", "data": {"code": {"": {"entry": ""}}}}),
 
-    def send(self, msg: str) -> None:
-        with self.condition_variable:
-            self.received.append(msg)
-            self.condition_variable.notify_all()
+        json.dumps({
+            "type": "program",
+            "id": "1234",
+            "data": {"code": {"": {"entry": ""}}, "main": {"modulepath": "1", "module": "2"}},
+        }),
 
-    def receive(self) -> str | None:
-        if len(self.messages) == 0:
-            return None
-        return self.messages.pop(0)
+        json.dumps({
+            "type": "program",
+            "id": "1234",
+            "data": {"code": {"": {"entry": ""}}, "main": {"modulepath": "1", "pipeline": "3"}},
+        }),
 
-    def close(self, reason: int | None = None, message: str | None = None) -> None:
-        self.close_reason = reason
-        self.close_message = message
+        json.dumps({
+            "type": "program",
+            "id": "1234",
+            "data": {"code": {"": {"entry": ""}}, "main": {"module": "2", "pipeline": "3"}},
+        }),
 
-    def wait_for_messages(self, wait_for_messages: int = 1) -> None:
-        while True:
-            with self.condition_variable:
-                if len(self.received) >= wait_for_messages:
-                    return
-                self.condition_variable.wait(1.0)  # this should not be needed, but it seems the process can get stuck
+        json.dumps({
+            "type": "program",
+            "id": "1234",
+            "data": {
+                "code": {"": {"entry": ""}},
+                "main": {"modulepath": "1", "module": "2", "pipeline": "3", "other": "4"},
+            },
+        }),
 
-    def get_next_received_message(self) -> str:
-        with self.condition_variable:
-            return self.received.pop(0)
+        json.dumps({
+            "type": "program",
+            "id": "1234",
+            "data": {
+                "code": {"": {"entry": ""}},
+                "main": {"modulepath": "1", "module": "2", "pipeline": "3", "other": {"4": "a"}},
+            },
+        }),
+
+        json.dumps({
+            "type": "program",
+            "id": "1234",
+            "data": {"code": "a", "main": {"modulepath": "1", "module": "2", "pipeline": "3"}},
+        }),
+
+        json.dumps({
+            "type": "program",
+            "id": "1234",
+            "data": {"code": {"": "a"}, "main": {"modulepath": "1", "module": "2", "pipeline": "3"}},
+        }),
+
+        json.dumps({
+            "type": "program",
+            "id": "1234",
+            "data": {"code": {"": {"a": {"b": "c"}}}, "main": {"modulepath": "1", "module": "2", "pipeline": "3"}},
+        }),
+
+    ],
+    ids=[
+        "no_json",
+        "any_no_type",
+        "any_no_id",
+        "any_no_data",
+        "any_invalid_type",
+        "any_invalid_id",
+        "program_invalid_data",
+        "placeholder_query_invalid_data1",
+        "placeholder_query_invalid_data2",
+        "placeholder_query_invalid_data3",
+        "placeholder_query_invalid_data4",
+        "program_no_code",
+        "program_no_main",
+        "program_invalid_main1",
+        "program_invalid_main2",
+        "program_invalid_main3",
+        "program_invalid_main4",
+        "program_invalid_main5",
+        "program_invalid_code1",
+        "program_invalid_code2",
+        "program_invalid_code3",
+    ],
+)
+@pytest.mark.asyncio
+async def test_should_fail_message_validation_ws(websocket_message: str) -> None:
+    test_client = SafeDsServer().app.test_client()
+    async with test_client.websocket('/WSMain') as test_websocket:
+        await test_websocket.send(websocket_message)
+        disconnected = False
+        try:
+            _result = await test_websocket.receive()
+        except WebsocketDisconnectError as _disconnect:
+            disconnected = True
+        assert disconnected
 
 
 @pytest.mark.parametrize(
@@ -73,17 +155,25 @@ def get_next_received_message(self) -> str:
         (json.dumps({"type": "b", "id": "123"}), "Invalid Message: no data"),
         (json.dumps({"type": {"program": "2"}, "id": "123", "data": "a"}), "Invalid Message: invalid type"),
         (json.dumps({"type": "c", "id": {"": "1233"}, "data": "a"}), "Invalid Message: invalid id"),
+    ],
+    ids=[
+        "no_json",
+        "any_no_type",
+        "any_no_id",
+        "any_no_data",
+        "any_invalid_type",
+        "any_invalid_id",
+    ],
+)
+def test_should_fail_message_validation_reason_general(websocket_message: str, exception_message: str) -> None:
+    received_object, error_detail, error_short = parse_validate_message(websocket_message)
+    assert error_short == exception_message
+
+
+@pytest.mark.parametrize(
+    argnames="websocket_message,exception_message",
+    argvalues=[
         (json.dumps({"type": "program", "id": "1234", "data": "a"}), "Message data is not a JSON object"),
-        (json.dumps({"type": "placeholder_query", "id": "123", "data": "abc"}), "Message data is not a JSON object"),
-        (json.dumps({"type": "placeholder_query", "id": "123", "data": {"a": "v"}}), "No 'name' parameter given"),
-        (
-            json.dumps({"type": "placeholder_query", "id": "123", "data": {"name": "v", "window": {"begin": "a"}}}),
-            "Invalid 'window'.'begin' parameter given",
-        ),
-        (
-            json.dumps({"type": "placeholder_query", "id": "123", "data": {"name": "v", "window": {"size": "a"}}}),
-            "Invalid 'window'.'size' parameter given",
-        ),
         (
             json.dumps({
                 "type": "program",
@@ -168,17 +258,7 @@ def get_next_received_message(self) -> str:
         ),
     ],
     ids=[
-        "no_json",
-        "any_no_type",
-        "any_no_id",
-        "any_no_data",
-        "any_invalid_type",
-        "any_invalid_id",
         "program_invalid_data",
-        "placeholder_query_invalid_data1",
-        "placeholder_query_invalid_data2",
-        "placeholder_query_invalid_data3",
-        "placeholder_query_invalid_data4",
         "program_no_code",
         "program_no_main",
         "program_invalid_main1",
@@ -191,11 +271,40 @@ def get_next_received_message(self) -> str:
         "program_invalid_code3",
     ],
 )
-def test_should_fail_message_validation(websocket_message: str, exception_message: str) -> None:
-    mock_connection = MockWebsocketConnection([websocket_message])
-    app_pipeline_manager.connect(mock_connection)
-    SafeDsServer._ws_main(mock_connection, app_pipeline_manager)
-    assert str(mock_connection.close_message) == exception_message
+def test_should_fail_message_validation_reason_program(websocket_message: str, exception_message: str) -> None:
+    received_object, error_detail, error_short = parse_validate_message(websocket_message)
+    assert received_object is not None
+    program_data, invalid_message = validate_program_message_data(received_object.data)
+    assert invalid_message == exception_message
+
+
+@pytest.mark.parametrize(
+    argnames="websocket_message,exception_message",
+    argvalues=[
+        (json.dumps({"type": "placeholder_query", "id": "123", "data": "abc"}), "Message data is not a JSON object"),
+        (json.dumps({"type": "placeholder_query", "id": "123", "data": {"a": "v"}}), "No 'name' parameter given"),
+        (
+            json.dumps({"type": "placeholder_query", "id": "123", "data": {"name": "v", "window": {"begin": "a"}}}),
+            "Invalid 'window'.'begin' parameter given",
+        ),
+        (
+            json.dumps({"type": "placeholder_query", "id": "123", "data": {"name": "v", "window": {"size": "a"}}}),
+            "Invalid 'window'.'size' parameter given",
+        ),
+    ],
+    ids=[
+        "placeholder_query_invalid_data1",
+        "placeholder_query_invalid_data2",
+        "placeholder_query_invalid_data3",
+        "placeholder_query_invalid_data4",
+    ],
+)
+def test_should_fail_message_validation_reason_placeholder_query(websocket_message: str,
+                                                                 exception_message: str) -> None:
+    received_object, error_detail, error_short = parse_validate_message(websocket_message)
+    assert received_object is not None
+    program_data, invalid_message = validate_placeholder_query_message_data(received_object.data)
+    assert invalid_message == exception_message
 
 
 @pytest.mark.skipif(
@@ -206,52 +315,50 @@ def test_should_fail_message_validation(websocket_message: str, exception_messag
     ),
 )
 @pytest.mark.parametrize(
-    argnames="messages,expected_response_runtime_error",
+    argnames="message,expected_response_runtime_error",
     argvalues=[
         (
-            [
-                json.dumps({
-                    "type": "program",
-                    "id": "abcdefgh",
-                    "data": {
-                        "code": {
-                            "": {
-                                "gen_test_a": "def pipe():\n\traise Exception('Test Exception')\n",
-                                "gen_test_a_pipe": (
-                                    "from gen_test_a import pipe\n\nif __name__ == '__main__':\n\tpipe()"
-                                ),
-                            },
+            json.dumps({
+                "type": "program",
+                "id": "abcdefgh",
+                "data": {
+                    "code": {
+                        "": {
+                            "gen_test_a": "def pipe():\n\traise Exception('Test Exception')\n",
+                            "gen_test_a_pipe": (
+                                "from gen_test_a import pipe\n\nif __name__ == '__main__':\n\tpipe()"
+                            ),
                         },
-                        "main": {"modulepath": "", "module": "test_a", "pipeline": "pipe"},
                     },
-                }),
-            ],
+                    "main": {"modulepath": "", "module": "test_a", "pipeline": "pipe"},
+                },
+            }),
             Message(message_type_runtime_error, "abcdefgh", {"message": "Test Exception"}),
         ),
     ],
     ids=["raise_exception"],
 )
-def test_should_execute_pipeline_return_exception(
-    messages: list[str],
+@pytest.mark.asyncio
+async def test_should_execute_pipeline_return_exception(
+    message: str,
     expected_response_runtime_error: Message,
 ) -> None:
-    mock_connection = MockWebsocketConnection(messages)
-    app_pipeline_manager.connect(mock_connection)
-    SafeDsServer._ws_main(mock_connection, app_pipeline_manager)
-    mock_connection.wait_for_messages(1)
-    exception_message = Message.from_dict(json.loads(mock_connection.get_next_received_message()))
-
-    assert exception_message.type == expected_response_runtime_error.type
-    assert exception_message.id == expected_response_runtime_error.id
-    assert isinstance(exception_message.data, dict)
-    assert exception_message.data["message"] == expected_response_runtime_error.data["message"]
-    assert isinstance(exception_message.data["backtrace"], list)
-    assert len(exception_message.data["backtrace"]) > 0
-    for frame in exception_message.data["backtrace"]:
-        assert "file" in frame
-        assert isinstance(frame["file"], str)
-        assert "line" in frame
-        assert isinstance(frame["line"], int)
+    test_client = SafeDsServer().app.test_client()
+    async with test_client.websocket('/WSMain') as test_websocket:
+        await test_websocket.send(message)
+        received_message = await test_websocket.receive()
+        exception_message = Message.from_dict(json.loads(received_message))
+        assert exception_message.type == expected_response_runtime_error.type
+        assert exception_message.id == expected_response_runtime_error.id
+        assert isinstance(exception_message.data, dict)
+        assert exception_message.data["message"] == expected_response_runtime_error.data["message"]
+        assert isinstance(exception_message.data["backtrace"], list)
+        assert len(exception_message.data["backtrace"]) > 0
+        for frame in exception_message.data["backtrace"]:
+            assert "file" in frame
+            assert isinstance(frame["file"], str)
+            assert "line" in frame
+            assert isinstance(frame["line"], int)
 
 
 @pytest.mark.skipif(
@@ -287,7 +394,7 @@ def test_should_execute_pipeline_return_exception(
                     },
                 }),
             ],
-            2,
+            3,
             [
                 # Query Placeholder
                 json.dumps({"type": "placeholder_query", "id": "abcdefg", "data": {"name": "value1", "window": {}}}),
@@ -325,26 +432,31 @@ def test_should_execute_pipeline_return_exception(
     ],
     ids=["query_valid_query_invalid"],
 )
-def test_should_execute_pipeline_return_valid_placeholder(
+@pytest.mark.asyncio
+async def test_should_execute_pipeline_return_valid_placeholder(
     initial_messages: list[str],
     initial_execution_message_wait: int,
     appended_messages: list[str],
     expected_responses: list[Message],
 ) -> None:
     # Initial execution
-    mock_connection = MockWebsocketConnection(initial_messages)
-    app_pipeline_manager.connect(mock_connection)
-    SafeDsServer._ws_main(mock_connection, app_pipeline_manager)
-    # Wait for at least enough messages to successfully execute pipeline
-    mock_connection.wait_for_messages(initial_execution_message_wait)
-    # Now send queries
-    mock_connection.messages.extend(appended_messages)
-    SafeDsServer._ws_main(mock_connection, app_pipeline_manager)
-    # And compare with expected responses
-    while len(expected_responses) > 0:
-        mock_connection.wait_for_messages(1)
-        next_message = Message.from_dict(json.loads(mock_connection.get_next_received_message()))
-        assert next_message == expected_responses.pop(0)
+    test_client = SafeDsServer().app.test_client()
+    async with test_client.websocket('/WSMain') as test_websocket:
+        for message in initial_messages:
+            await test_websocket.send(message)
+        # Wait for at least enough messages to successfully execute pipeline
+        for _ in range(initial_execution_message_wait):
+            received_message = await test_websocket.receive()
+            next_message = Message.from_dict(json.loads(received_message))
+            assert next_message == expected_responses.pop(0)
+        # Now send queries
+        for message in appended_messages:
+            await test_websocket.send(message)
+        # And compare with expected responses
+        while len(expected_responses) > 0:
+            received_message = await test_websocket.receive()
+            next_message = Message.from_dict(json.loads(received_message))
+            assert next_message == expected_responses.pop(0)
 
 
 @pytest.mark.skipif(
@@ -410,13 +522,15 @@ def test_should_execute_pipeline_return_valid_placeholder(
     ],
     ids=["progress_message_done", "invalid_message_invalid_placeholder_query"],
 )
-def test_should_successfully_execute_simple_flow(messages: list[str], expected_response: Message) -> None:
-    mock_connection = MockWebsocketConnection(messages)
-    app_pipeline_manager.connect(mock_connection)
-    SafeDsServer._ws_main(mock_connection, app_pipeline_manager)
-    mock_connection.wait_for_messages(1)
-    query_result_invalid = Message.from_dict(json.loads(mock_connection.get_next_received_message()))
-    assert query_result_invalid == expected_response
+@pytest.mark.asyncio
+async def test_should_successfully_execute_simple_flow(messages: list[str], expected_response: Message) -> None:
+    test_client = SafeDsServer().app.test_client()
+    async with test_client.websocket('/WSMain') as test_websocket:
+        for message in messages:
+            await test_websocket.send(message)
+        received_message = await test_websocket.receive()
+        query_result_invalid = Message.from_dict(json.loads(received_message))
+        assert query_result_invalid == expected_response
 
 
 @pytest.mark.skipif(
@@ -443,10 +557,14 @@ def test_should_shut_itself_down(messages: list[str]) -> None:
 
 
 def helper_should_shut_itself_down_run_in_subprocess(sub_messages: list[str]) -> None:
-    mock_connection = MockWebsocketConnection(sub_messages)
-    pipeline_manager = PipelineManager()
-    pipeline_manager.startup()
-    SafeDsServer._ws_main(mock_connection, pipeline_manager)
+    asyncio.get_event_loop().run_until_complete(helper_should_shut_itself_down_run_in_subprocess_async(sub_messages))
+
+
+async def helper_should_shut_itself_down_run_in_subprocess_async(sub_messages: list[str]) -> None:
+    test_client = SafeDsServer().app.test_client()
+    async with test_client.websocket('/WSMain') as test_websocket:
+        for message in sub_messages:
+            await test_websocket.send(message)
 
 
 @pytest.mark.timeout(45)
@@ -581,3 +699,70 @@ def helper_should_accept_at_least_2_parallel_connections_in_subprocess_server(
 def test_windowed_placeholder(query: MessageQueryInformation, type_: str, value: typing.Any, result: str) -> None:
     message = create_placeholder_value(query, type_, value)
     assert json.dumps(message, cls=SafeDsEncoder) == result
+
+
+@pytest.mark.parametrize(
+    argnames="query,expected_response",
+    argvalues=[(
+        json.dumps({
+            "type": "program",
+            "id": "abcdefgh",
+            "data": {
+                "code": {
+                    "": {
+                        "gen_test_a": "def pipe():\n\tpass\n",
+                        "gen_test_a_pipe": (
+                            "from gen_test_a import pipe\n\nif __name__ == '__main__':\n\tpipe()"
+                        ),
+                    },
+                },
+                "main": {"modulepath": "", "module": "test_a", "pipeline": "pipe"},
+            },
+        }),
+        Message(message_type_runtime_progress, "abcdefgh", "done"),
+    )],
+    ids=["at_least_a_message_without_crashing"]
+)
+@pytest.mark.timeout(45)
+def test_should_accept_at_least_a_message_without_crashing_in_subprocess(query: str,
+                                                                         expected_response: Message) -> None:
+    port = 6000
+    server_output_pipes_stderr_r, server_output_pipes_stderr_w = multiprocessing.Pipe()
+    process = multiprocessing.Process(
+        target=helper_should_accept_at_least_a_message_without_crashing_in_subprocess_server,
+        args=(port, server_output_pipes_stderr_w),
+    )
+    process.start()
+    while process.is_alive():
+        if not server_output_pipes_stderr_r.poll(0.1):
+            continue
+        process_line = str(server_output_pipes_stderr_r.recv()).strip()
+        # Wait for first line of log
+        if process_line.startswith("INFO:root:Starting Safe-DS Runner"):
+            break
+    client1 = None
+    for _i in range(10):
+        try:
+            client1 = simple_websocket.Client.connect(f"ws://127.0.0.1:{port}/WSMain")
+            break
+        except ConnectionRefusedError as e:
+            logging.warning("Connection refused: %s", e)
+            time.sleep(0.5)
+    if client1 is not None and client1.connected:
+        client1.send(query)
+        received_message = client1.receive()
+        received_message_validated = Message.from_dict(json.loads(received_message))
+        assert received_message_validated == expected_response
+        client1.send('{"id": "", "type": "shutdown", "data": ""}')
+        process.join(5)
+    if process.is_alive():
+        process.kill()
+
+
+def helper_should_accept_at_least_a_message_without_crashing_in_subprocess_server(
+    port: int,
+    pipe: multiprocessing.connection.Connection,
+) -> None:
+    sys.stderr.write = lambda value: pipe.send(value)  # type: ignore[method-assign, assignment]
+    sys.stdout.write = lambda value: pipe.send(value)  # type: ignore[method-assign, assignment]
+    safeds_runner.server.main.start_server(port)

From 04348e99a5db42c260d8c815be65e3764c4d05bf Mon Sep 17 00:00:00 2001
From: WinPlay02 <winplay02_gh@woberlaender.de>
Date: Thu, 25 Jan 2024 18:34:16 +0100
Subject: [PATCH 05/10] misc: remove testing launch code

---
 src/safeds_runner/cli/_cli.py | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/src/safeds_runner/cli/_cli.py b/src/safeds_runner/cli/_cli.py
index 3a2a110..6d23ea0 100644
--- a/src/safeds_runner/cli/_cli.py
+++ b/src/safeds_runner/cli/_cli.py
@@ -25,10 +25,6 @@ def cli() -> None:  # pragma: no cover
             start_server(args.port)
 
 
-if __name__ == "__main__":
-    start_server(5123)
-
-
 def _get_args() -> argparse.Namespace:  # pragma: no cover
     parser = argparse.ArgumentParser(description="Execute Safe-DS programs that were compiled to Python.")
     parser.add_argument(

From 127ca5a893c8c483ad33e2e65f90ced5e9a8475c Mon Sep 17 00:00:00 2001
From: WinPlay02 <winplay02_gh@woberlaender.de>
Date: Thu, 25 Jan 2024 18:55:07 +0100
Subject: [PATCH 06/10] test: readd simple websocket for client side testing

style: fix linter warnings
---
 poetry.lock                        | 19 ++++++++++++++++++-
 pyproject.toml                     |  1 +
 src/safeds_runner/server/server.py | 14 ++++----------
 3 files changed, 23 insertions(+), 11 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5c5f40a..1080843 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2399,6 +2399,23 @@ dev = ["flake8", "flit", "mypy", "pandas-stubs", "pre-commit", "pytest", "pytest
 docs = ["ipykernel", "nbconvert", "numpydoc", "pydata_sphinx_theme (==0.10.0rc2)", "pyyaml", "sphinx (<6.0.0)", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
 stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
 
+[[package]]
+name = "simple-websocket"
+version = "1.0.0"
+description = "Simple WebSocket server and client for Python"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "simple-websocket-1.0.0.tar.gz", hash = "sha256:17d2c72f4a2bd85174a97e3e4c88b01c40c3f81b7b648b0cc3ce1305968928c8"},
+    {file = "simple_websocket-1.0.0-py3-none-any.whl", hash = "sha256:1d5bf585e415eaa2083e2bcf02a3ecf91f9712e7b3e6b9fa0b461ad04e0837bc"},
+]
+
+[package.dependencies]
+wsproto = "*"
+
+[package.extras]
+docs = ["sphinx"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -2724,4 +2741,4 @@ h11 = ">=0.9.0,<1"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11,<3.12"
-content-hash = "d3ade28a847f3bd260d5e4b31109efd0bd14c78cfa85a7f4a3f64c47593ed216"
+content-hash = "dee1ad0ab18dd32d10a560cff1b04137e3608c4adba4829e2ccc31bbc62ab9ff"
diff --git a/pyproject.toml b/pyproject.toml
index 32c5dd7..2dcdd36 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,6 +26,7 @@ pytest = "^7.4.4"
 pytest-cov = "^4.1.0"
 pytest-timeout = "^2.2.0"
 pytest-asyncio = "^0.23.3"
+simple-websocket = "^1.0.0"
 
 [tool.poetry.group.docs.dependencies]
 mkdocs = "^1.4.3"
diff --git a/src/safeds_runner/server/server.py b/src/safeds_runner/server/server.py
index d0e5e4a..4ce47ea 100644
--- a/src/safeds_runner/server/server.py
+++ b/src/safeds_runner/server/server.py
@@ -27,17 +27,14 @@ def create_flask_app() -> quart.app.Quart:
     quart.app.Quart
         App.
     """
-    quart_app = quart.app.Quart(__name__)
-    return quart_app
+    return quart.app.Quart(__name__)
 
 
 class SafeDsServer:
     """Server containing the flask app, websocket handler and endpoints."""
 
     def __init__(self) -> None:
-        """
-        Create a new server object.
-        """
+        """Create a new server object."""
         self.app_pipeline_manager = PipelineManager()
         self.app = create_flask_app()
         self.app.config["pipeline_manager"] = self.app_pipeline_manager
@@ -81,7 +78,7 @@ async def _ws_main(ws: quart.Websocket, pipeline_manager: PipelineManager) -> No
             Pipeline Manager
         """
         logging.debug("Request to WSRunProgram")
-        output_queue = asyncio.Queue()
+        output_queue: asyncio.Queue = asyncio.Queue()
         pipeline_manager.connect(output_queue)
         foreground_handler = asyncio.create_task(SafeDsServer._ws_main_foreground(ws, pipeline_manager, output_queue))
         background_handler = asyncio.create_task(SafeDsServer._ws_main_background(ws, output_queue))
@@ -92,10 +89,7 @@ async def _ws_main_foreground(ws: quart.Websocket, pipeline_manager: PipelineMan
                                   output_queue: asyncio.Queue) -> None:
         while True:
             # This would be a JSON message
-            try:
-                received_message: str = await ws.receive()
-            except asyncio.CancelledError:
-                raise
+            received_message: str = await ws.receive()
             if received_message is None:
                 logging.debug("Received EOF, closing connection")
                 await output_queue.put(None)

From 4962842186f272505788a82194a6b8cab1dde876 Mon Sep 17 00:00:00 2001
From: megalinter-bot <129584137+megalinter-bot@users.noreply.github.com>
Date: Thu, 25 Jan 2024 17:57:56 +0000
Subject: [PATCH 07/10] style: apply automated linter fixes

---
 src/safeds_runner/server/pipeline_manager.py  |  7 +-
 src/safeds_runner/server/server.py            |  6 +-
 .../server/test_websocket_mock.py             | 87 ++++++++-----------
 3 files changed, 44 insertions(+), 56 deletions(-)

diff --git a/src/safeds_runner/server/pipeline_manager.py b/src/safeds_runner/server/pipeline_manager.py
index 477fd0b..2e223d4 100644
--- a/src/safeds_runner/server/pipeline_manager.py
+++ b/src/safeds_runner/server/pipeline_manager.py
@@ -1,4 +1,5 @@
 """Module that contains the infrastructure for pipeline execution in child processes."""
+
 import asyncio
 import json
 import logging
@@ -54,11 +55,7 @@ def _messages_queue(self) -> queue.Queue[Message]:
 
     @cached_property
     def _messages_queue_thread(self) -> threading.Thread:
-        return threading.Thread(
-            target=self._handle_queue_messages,
-            daemon=True,
-            args=(asyncio.get_event_loop(),)
-        )
+        return threading.Thread(target=self._handle_queue_messages, daemon=True, args=(asyncio.get_event_loop(),))
 
     @cached_property
     def _memoization_map(self) -> MemoizationMap:
diff --git a/src/safeds_runner/server/server.py b/src/safeds_runner/server/server.py
index 4ce47ea..75891f2 100644
--- a/src/safeds_runner/server/server.py
+++ b/src/safeds_runner/server/server.py
@@ -1,4 +1,5 @@
 """Module containing the server, endpoints and utility functions."""
+
 import asyncio
 import json
 import logging
@@ -85,8 +86,9 @@ async def _ws_main(ws: quart.Websocket, pipeline_manager: PipelineManager) -> No
         await asyncio.gather(foreground_handler, background_handler)
 
     @staticmethod
-    async def _ws_main_foreground(ws: quart.Websocket, pipeline_manager: PipelineManager,
-                                  output_queue: asyncio.Queue) -> None:
+    async def _ws_main_foreground(
+        ws: quart.Websocket, pipeline_manager: PipelineManager, output_queue: asyncio.Queue,
+    ) -> None:
         while True:
             # This would be a JSON message
             received_message: str = await ws.receive()
diff --git a/tests/safeds_runner/server/test_websocket_mock.py b/tests/safeds_runner/server/test_websocket_mock.py
index b61fc8a..f29693a 100644
--- a/tests/safeds_runner/server/test_websocket_mock.py
+++ b/tests/safeds_runner/server/test_websocket_mock.py
@@ -8,10 +8,9 @@
 import typing
 
 import pytest
-from quart.testing.connections import WebsocketDisconnectError
-
 import safeds_runner.server.main
 import simple_websocket
+from quart.testing.connections import WebsocketDisconnectError
 from safeds.data.tabular.containers import Table
 from safeds_runner.server.json_encoder import SafeDsEncoder
 from safeds_runner.server.messages import (
@@ -24,11 +23,14 @@
     message_type_placeholder_type,
     message_type_placeholder_value,
     message_type_runtime_error,
-    message_type_runtime_progress, parse_validate_message, validate_program_message_data,
+    message_type_runtime_progress,
+    parse_validate_message,
     validate_placeholder_query_message_data,
+    validate_program_message_data,
 )
 from safeds_runner.server.server import SafeDsServer
 
+
 @pytest.mark.parametrize(
     argnames="websocket_message",
     argvalues=[
@@ -41,37 +43,29 @@
         json.dumps({"type": "program", "id": "1234", "data": "a"}),
         json.dumps({"type": "placeholder_query", "id": "123", "data": "abc"}),
         json.dumps({"type": "placeholder_query", "id": "123", "data": {"a": "v"}}),
-
         json.dumps({"type": "placeholder_query", "id": "123", "data": {"name": "v", "window": {"begin": "a"}}}),
-
         json.dumps({"type": "placeholder_query", "id": "123", "data": {"name": "v", "window": {"size": "a"}}}),
-
         json.dumps({
             "type": "program",
             "id": "1234",
             "data": {"main": {"modulepath": "1", "module": "2", "pipeline": "3"}},
         }),
-
         json.dumps({"type": "program", "id": "1234", "data": {"code": {"": {"entry": ""}}}}),
-
         json.dumps({
             "type": "program",
             "id": "1234",
             "data": {"code": {"": {"entry": ""}}, "main": {"modulepath": "1", "module": "2"}},
         }),
-
         json.dumps({
             "type": "program",
             "id": "1234",
             "data": {"code": {"": {"entry": ""}}, "main": {"modulepath": "1", "pipeline": "3"}},
         }),
-
         json.dumps({
             "type": "program",
             "id": "1234",
             "data": {"code": {"": {"entry": ""}}, "main": {"module": "2", "pipeline": "3"}},
         }),
-
         json.dumps({
             "type": "program",
             "id": "1234",
@@ -80,7 +74,6 @@
                 "main": {"modulepath": "1", "module": "2", "pipeline": "3", "other": "4"},
             },
         }),
-
         json.dumps({
             "type": "program",
             "id": "1234",
@@ -89,25 +82,21 @@
                 "main": {"modulepath": "1", "module": "2", "pipeline": "3", "other": {"4": "a"}},
             },
         }),
-
         json.dumps({
             "type": "program",
             "id": "1234",
             "data": {"code": "a", "main": {"modulepath": "1", "module": "2", "pipeline": "3"}},
         }),
-
         json.dumps({
             "type": "program",
             "id": "1234",
             "data": {"code": {"": "a"}, "main": {"modulepath": "1", "module": "2", "pipeline": "3"}},
         }),
-
         json.dumps({
             "type": "program",
             "id": "1234",
             "data": {"code": {"": {"a": {"b": "c"}}}, "main": {"modulepath": "1", "module": "2", "pipeline": "3"}},
         }),
-
     ],
     ids=[
         "no_json",
@@ -133,10 +122,10 @@
         "program_invalid_code3",
     ],
 )
-@pytest.mark.asyncio
+@pytest.mark.asyncio()
 async def test_should_fail_message_validation_ws(websocket_message: str) -> None:
     test_client = SafeDsServer().app.test_client()
-    async with test_client.websocket('/WSMain') as test_websocket:
+    async with test_client.websocket("/WSMain") as test_websocket:
         await test_websocket.send(websocket_message)
         disconnected = False
         try:
@@ -299,8 +288,9 @@ def test_should_fail_message_validation_reason_program(websocket_message: str, e
         "placeholder_query_invalid_data4",
     ],
 )
-def test_should_fail_message_validation_reason_placeholder_query(websocket_message: str,
-                                                                 exception_message: str) -> None:
+def test_should_fail_message_validation_reason_placeholder_query(
+    websocket_message: str, exception_message: str,
+) -> None:
     received_object, error_detail, error_short = parse_validate_message(websocket_message)
     assert received_object is not None
     program_data, invalid_message = validate_placeholder_query_message_data(received_object.data)
@@ -325,9 +315,7 @@ def test_should_fail_message_validation_reason_placeholder_query(websocket_messa
                     "code": {
                         "": {
                             "gen_test_a": "def pipe():\n\traise Exception('Test Exception')\n",
-                            "gen_test_a_pipe": (
-                                "from gen_test_a import pipe\n\nif __name__ == '__main__':\n\tpipe()"
-                            ),
+                            "gen_test_a_pipe": "from gen_test_a import pipe\n\nif __name__ == '__main__':\n\tpipe()",
                         },
                     },
                     "main": {"modulepath": "", "module": "test_a", "pipeline": "pipe"},
@@ -338,13 +326,13 @@ def test_should_fail_message_validation_reason_placeholder_query(websocket_messa
     ],
     ids=["raise_exception"],
 )
-@pytest.mark.asyncio
+@pytest.mark.asyncio()
 async def test_should_execute_pipeline_return_exception(
     message: str,
     expected_response_runtime_error: Message,
 ) -> None:
     test_client = SafeDsServer().app.test_client()
-    async with test_client.websocket('/WSMain') as test_websocket:
+    async with test_client.websocket("/WSMain") as test_websocket:
         await test_websocket.send(message)
         received_message = await test_websocket.receive()
         exception_message = Message.from_dict(json.loads(received_message))
@@ -432,7 +420,7 @@ async def test_should_execute_pipeline_return_exception(
     ],
     ids=["query_valid_query_invalid"],
 )
-@pytest.mark.asyncio
+@pytest.mark.asyncio()
 async def test_should_execute_pipeline_return_valid_placeholder(
     initial_messages: list[str],
     initial_execution_message_wait: int,
@@ -441,7 +429,7 @@ async def test_should_execute_pipeline_return_valid_placeholder(
 ) -> None:
     # Initial execution
     test_client = SafeDsServer().app.test_client()
-    async with test_client.websocket('/WSMain') as test_websocket:
+    async with test_client.websocket("/WSMain") as test_websocket:
         for message in initial_messages:
             await test_websocket.send(message)
         # Wait for at least enough messages to successfully execute pipeline
@@ -522,10 +510,10 @@ async def test_should_execute_pipeline_return_valid_placeholder(
     ],
     ids=["progress_message_done", "invalid_message_invalid_placeholder_query"],
 )
-@pytest.mark.asyncio
+@pytest.mark.asyncio()
 async def test_should_successfully_execute_simple_flow(messages: list[str], expected_response: Message) -> None:
     test_client = SafeDsServer().app.test_client()
-    async with test_client.websocket('/WSMain') as test_websocket:
+    async with test_client.websocket("/WSMain") as test_websocket:
         for message in messages:
             await test_websocket.send(message)
         received_message = await test_websocket.receive()
@@ -562,7 +550,7 @@ def helper_should_shut_itself_down_run_in_subprocess(sub_messages: list[str]) ->
 
 async def helper_should_shut_itself_down_run_in_subprocess_async(sub_messages: list[str]) -> None:
     test_client = SafeDsServer().app.test_client()
-    async with test_client.websocket('/WSMain') as test_websocket:
+    async with test_client.websocket("/WSMain") as test_websocket:
         for message in sub_messages:
             await test_websocket.send(message)
 
@@ -703,29 +691,30 @@ def test_windowed_placeholder(query: MessageQueryInformation, type_: str, value:
 
 @pytest.mark.parametrize(
     argnames="query,expected_response",
-    argvalues=[(
-        json.dumps({
-            "type": "program",
-            "id": "abcdefgh",
-            "data": {
-                "code": {
-                    "": {
-                        "gen_test_a": "def pipe():\n\tpass\n",
-                        "gen_test_a_pipe": (
-                            "from gen_test_a import pipe\n\nif __name__ == '__main__':\n\tpipe()"
-                        ),
+    argvalues=[
+        (
+            json.dumps({
+                "type": "program",
+                "id": "abcdefgh",
+                "data": {
+                    "code": {
+                        "": {
+                            "gen_test_a": "def pipe():\n\tpass\n",
+                            "gen_test_a_pipe": "from gen_test_a import pipe\n\nif __name__ == '__main__':\n\tpipe()",
+                        },
                     },
+                    "main": {"modulepath": "", "module": "test_a", "pipeline": "pipe"},
                 },
-                "main": {"modulepath": "", "module": "test_a", "pipeline": "pipe"},
-            },
-        }),
-        Message(message_type_runtime_progress, "abcdefgh", "done"),
-    )],
-    ids=["at_least_a_message_without_crashing"]
+            }),
+            Message(message_type_runtime_progress, "abcdefgh", "done"),
+        ),
+    ],
+    ids=["at_least_a_message_without_crashing"],
 )
 @pytest.mark.timeout(45)
-def test_should_accept_at_least_a_message_without_crashing_in_subprocess(query: str,
-                                                                         expected_response: Message) -> None:
+def test_should_accept_at_least_a_message_without_crashing_in_subprocess(
+    query: str, expected_response: Message,
+) -> None:
     port = 6000
     server_output_pipes_stderr_r, server_output_pipes_stderr_w = multiprocessing.Pipe()
     process = multiprocessing.Process(

From 6f2405b39b3d04a001b33dca67b477bf899d056b Mon Sep 17 00:00:00 2001
From: megalinter-bot <129584137+megalinter-bot@users.noreply.github.com>
Date: Thu, 25 Jan 2024 17:59:27 +0000
Subject: [PATCH 08/10] style: apply automated linter fixes

---
 src/safeds_runner/server/server.py                | 4 +++-
 tests/safeds_runner/server/test_websocket_mock.py | 6 ++++--
 2 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/src/safeds_runner/server/server.py b/src/safeds_runner/server/server.py
index 75891f2..d65baaa 100644
--- a/src/safeds_runner/server/server.py
+++ b/src/safeds_runner/server/server.py
@@ -87,7 +87,9 @@ async def _ws_main(ws: quart.Websocket, pipeline_manager: PipelineManager) -> No
 
     @staticmethod
     async def _ws_main_foreground(
-        ws: quart.Websocket, pipeline_manager: PipelineManager, output_queue: asyncio.Queue,
+        ws: quart.Websocket,
+        pipeline_manager: PipelineManager,
+        output_queue: asyncio.Queue,
     ) -> None:
         while True:
             # This would be a JSON message
diff --git a/tests/safeds_runner/server/test_websocket_mock.py b/tests/safeds_runner/server/test_websocket_mock.py
index f29693a..ddc1003 100644
--- a/tests/safeds_runner/server/test_websocket_mock.py
+++ b/tests/safeds_runner/server/test_websocket_mock.py
@@ -289,7 +289,8 @@ def test_should_fail_message_validation_reason_program(websocket_message: str, e
     ],
 )
 def test_should_fail_message_validation_reason_placeholder_query(
-    websocket_message: str, exception_message: str,
+    websocket_message: str,
+    exception_message: str,
 ) -> None:
     received_object, error_detail, error_short = parse_validate_message(websocket_message)
     assert received_object is not None
@@ -713,7 +714,8 @@ def test_windowed_placeholder(query: MessageQueryInformation, type_: str, value:
 )
 @pytest.mark.timeout(45)
 def test_should_accept_at_least_a_message_without_crashing_in_subprocess(
-    query: str, expected_response: Message,
+    query: str,
+    expected_response: Message,
 ) -> None:
     port = 6000
     server_output_pipes_stderr_r, server_output_pipes_stderr_w = multiprocessing.Pipe()

From 46613bf5a978bde0fd74ebdf158a2502220d6d48 Mon Sep 17 00:00:00 2001
From: WinPlay02 <winplay02_gh@woberlaender.de>
Date: Thu, 25 Jan 2024 19:17:05 +0100
Subject: [PATCH 09/10] test: fix coverage + remove unreachable code

---
 src/safeds_runner/server/server.py | 8 +-------
 1 file changed, 1 insertion(+), 7 deletions(-)

diff --git a/src/safeds_runner/server/server.py b/src/safeds_runner/server/server.py
index 4ce47ea..dfb9ae5 100644
--- a/src/safeds_runner/server/server.py
+++ b/src/safeds_runner/server/server.py
@@ -56,7 +56,7 @@ def listen(self, port: int) -> None:
         serve_config.websocket_ping_interval = 25.0
         event_loop = asyncio.get_event_loop()
         event_loop.run_until_complete(hypercorn.asyncio.serve(self.app, serve_config))
-        event_loop.run_forever()
+        event_loop.run_forever()  # pragma: no cover
 
     @staticmethod
     async def ws_main() -> None:
@@ -90,12 +90,6 @@ async def _ws_main_foreground(ws: quart.Websocket, pipeline_manager: PipelineMan
         while True:
             # This would be a JSON message
             received_message: str = await ws.receive()
-            if received_message is None:
-                logging.debug("Received EOF, closing connection")
-                await output_queue.put(None)
-                pipeline_manager.disconnect(output_queue)
-                await ws.close(code=1000)
-                return
             logging.debug("Received Message: %s", received_message)
             received_object, error_detail, error_short = parse_validate_message(received_message)
             if received_object is None:

From 1514cdba7452dcc95c5ecf1e644783edc4e793d7 Mon Sep 17 00:00:00 2001
From: WinPlay02 <winplay02_gh@woberlaender.de>
Date: Fri, 26 Jan 2024 12:56:28 +0100
Subject: [PATCH 10/10] misc: remove unneeded coverage ignore

---
 src/safeds_runner/server/main.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/safeds_runner/server/main.py b/src/safeds_runner/server/main.py
index 9aac310..1f69adb 100644
--- a/src/safeds_runner/server/main.py
+++ b/src/safeds_runner/server/main.py
@@ -15,5 +15,5 @@ def start_server(port: int) -> None:
 
     logging.getLogger().setLevel(logging.DEBUG)
 
-    safeds_server = SafeDsServer()  # pragma: no cover
+    safeds_server = SafeDsServer()
     safeds_server.listen(port)  # pragma: no cover