Added plots

ReversalModel/.gitignore

@@ -0,0 +1,163 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+.env/
+
+**/.DS_Store

ReversalModel/make_plots.py

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+#!/usr/bin/env python3
+import pandas as pd
+import seaborn as sns
+import matplotlib.pyplot as plt
+import matplotlib
+
+
+matplotlib.use("pgf")
+matplotlib.rcParams.update({
+    "pgf.texsystem": "pdflatex",
+    'font.family': 'serif',
+    'text.usetex': True,
+    'pgf.rcfonts': False,
+})
+
+df = pd.read_csv("time.csv")
+df['cpu'] = df['user'] + df['sys']
+del df['real']
+del df['user']
+del df['sys']
+
+df_cpu = df.loc[~df.cpu.isnull(), :]
+del df_cpu['ltl']
+df_cpu = df_cpu.melt(id_vars=['cpu'])
+df_cpu['value'] = df_cpu['value'].astype(str)
+
+df_timeout = df.loc[:, :].copy()
+df_timeout['timeout'] = 0
+df_timeout.loc[df_timeout['cpu'].isnull(), 'timeout'] = 1
+del df_timeout['cpu']
+
+
+def timeout_by(name: str) -> pd.DataFrame:
+    df_return = df_timeout.loc[:, [name, 'timeout']] \
+        .groupby(name) \
+        .sum() \
+        .reset_index()
+    df_return[name] = df_return[name].astype(str)
+    return df_return
+
+
+def plot_by(df_cpu: pd.DataFrame, name: str, color: any): 
+    # Initialize the matplotlib figure
+    f, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 5))
+
+    sns.stripplot(ax=ax1, color=color, data=df_cpu.loc[df_cpu.variable == name],
+                  x="cpu", y="value")
+    sns.barplot(ax=ax2, color=color, data=timeout_by(name), y=name, x="timeout",
+                width=0.75)
+
+    ax1.set(ylabel="Value of " + name.upper(), xlim=[0, 300],
+            xlabel="CPU time (seconds)")
+    ax2.set(ylabel="Value of " + name.upper(), xlim=[0, 100], 
+            xlabel="Timeouts (%)")
+    
+    sns.despine(left=True, bottom=True)
+    plt.savefig('../plots/' + name + '.pgf')
+
+
+def main():
+    plot_by(df_cpu, 'n', 'teal')
+    plot_by(df_cpu, 'length', 'red')
+    plot_by(df_cpu, 'r', 'orange')
+
+
+if __name__ == '__main__':
+    main()

ReversalModel/requirements.txt

@@ -0,0 +1,2 @@
+pandas==2.0.1
+seaborn==0.12.2

ReversalModel/time.csv

@@ -1,3 +1,4 @@
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+seq_eq_parallel,7,10,10
+seq_eq_parallel,8,9,2
+seq_eq_parallel,8,9,3
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+seq_eq_parallel,8,10,2
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+seq_eq_parallel,10,10,10
+seq_eq_parallel,9,9,2
+seq_eq_parallel,9,9,3
+seq_eq_parallel,9,9,4
+seq_eq_parallel,9,9,5
+seq_eq_parallel,9,9,6
+seq_eq_parallel,9,9,7
+seq_eq_parallel,9,9,8
+seq_eq_parallel,9,9,9
+seq_eq_parallel,9,9,10
+seq_eq_parallel,10,9,2
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+seq_eq_parallel,10,9,8
+seq_eq_parallel,10,9,9
+seq_eq_parallel,10,9,10
+seq_eq_parallel,9,3,2,1.42,0.70,0.04
+seq_eq_parallel,9,3,3,2.01,1.64,0.07
+seq_eq_parallel,9,3,4,3.79,3.12,0.11
+seq_eq_parallel,9,3,5,6.03,5.42,0.18
+seq_eq_parallel,9,3,6,9.04,8.60,0.27
+seq_eq_parallel,9,3,7,13.41,12.85,0.40
+seq_eq_parallel,9,4,2,2.78,2.52,0.10
+seq_eq_parallel,9,3,8,19.16,18.40,0.59
+seq_eq_parallel,9,4,3,8.63,8.19,0.28
+seq_eq_parallel,9,3,9,26.35,25.34,0.84
+seq_eq_parallel,9,4,4,21.30,20.38,0.73
+seq_eq_parallel,9,3,10,36.70,35.28,1.22
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+seq_eq_parallel,9,5,2,12.63,11.65,0.63
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+seq_eq_parallel,9,6,2,75.20,53.30,15.55
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+seq_eq_parallel,9,8,8
+seq_eq_parallel,10,3,2,2.63,2.24,0.17
+seq_eq_parallel,10,3,3,5.09,4.62,0.25
+seq_eq_parallel,10,3,4,9.46,8.77,0.44
+seq_eq_parallel,10,3,5,16.24,15.01,0.84
+seq_eq_parallel,10,3,6,31.09,26.69,2.88
+seq_eq_parallel,10,3,7,61.77,46.07,10.02
+seq_eq_parallel,10,3,8,104.42,68.87,26.00
+seq_eq_parallel,9,8,9
+seq_eq_parallel,10,4,2,8.92,7.98,0.58
+seq_eq_parallel,9,8,10
+seq_eq_parallel,10,3,9,189.16,98.49,69.19
+seq_eq_parallel,10,4,3,27.48,24.39,2.34
+seq_eq_parallel,10,4,4,100.18,62.87,27.12
+seq_eq_parallel,10,3,10
+seq_eq_parallel,10,4,5
+seq_eq_parallel,10,4,6
+seq_eq_parallel,10,4,7
+seq_eq_parallel,10,5,2,45.44,33.86,8.22
+seq_eq_parallel,10,4,8
+seq_eq_parallel,10,4,9
+seq_eq_parallel,10,4,10
+seq_eq_parallel,10,5,3
+seq_eq_parallel,10,5,4
+seq_eq_parallel,10,5,5
+seq_eq_parallel,10,5,6
+seq_eq_parallel,10,5,7
+seq_eq_parallel,10,5,8
+seq_eq_parallel,10,5,9
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+seq_eq_parallel,10,6,2
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+seq_eq_parallel,10,6,4
+seq_eq_parallel,10,6,5
+seq_eq_parallel,10,6,6
+seq_eq_parallel,10,6,7
+seq_eq_parallel,10,6,8
+seq_eq_parallel,10,6,9
+seq_eq_parallel,10,6,10
+seq_eq_parallel,10,7,2
+seq_eq_parallel,10,7,3
+seq_eq_parallel,10,7,4
+seq_eq_parallel,10,7,5
+seq_eq_parallel,10,7,6
+seq_eq_parallel,10,7,7
+seq_eq_parallel,10,7,8
+seq_eq_parallel,10,7,9
+seq_eq_parallel,10,7,10
+seq_eq_parallel,10,8,2
+seq_eq_parallel,10,8,3
+seq_eq_parallel,10,8,4
+seq_eq_parallel,10,8,5
+seq_eq_parallel,10,8,6
+seq_eq_parallel,10,8,7
+seq_eq_parallel,10,8,8
+seq_eq_parallel,10,8,9
+seq_eq_parallel,10,8,10

ReversalModel/to_csv.sh

@@ -7,5 +7,7 @@ SCRIPT_DIR=$(cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd)
 cd "$SCRIPT_DIR"
 
 cat time.txt | \
-    sed 's/real//;s/user//;s/sys//;s/  */,/g;' | \
-    sed 'N; s/\n/ /g;s/, ,/,/;s/,$//' > time.csv
+    tr '\n' '#' | \
+    sed 's/real//g;s/user//g;s/sys//g;s/  */,/g;s/,#,/,/g;s/,#/#/g' | \
+    tr '#' '\n' | \
+    awk 'BEGIN { print "ltl,n,length,r,real,user,sys" } { print $0 }' > time.csv