commit 8e21f972be8ee33298d8a1a92ce0d1520072453b · dekker.one/on-restart-benchmarks

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cumulative_analysis.py

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       import re

     

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       import sys

     

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       import matplotlib as mpl

     

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       import matplotlib.pyplot as plt

     

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       import matplotlib.ticker as ticker

     

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       import numpy as np

     

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       import pandas as pd

     

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       import seaborn as sns

     

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       import matplotlib.pyplot as plt

     

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       import pandas as pd

     

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       import matplotlib as mpl

     

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       def obj_timeline(file_contents: bytes):

     
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               }

     

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           )

     

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           sns.set(font_scale=1.23, style="whitegrid", font="IBM Plex Sans")

     

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           fig, ax = plt.subplots()

     

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           ax.yaxis.set_major_formatter(ticker.EngFormatter())

     

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           plot = sns.lineplot(

     

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               data=df, x="Time (s)", y="Cumulative Objective", hue="Solver Version"

     

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               data=df,

     

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               x="Time (s)",

     

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               y="Cumulative Objective",

     

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               hue="Solver Version",

     

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               style="Solver Version",

     

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               linewidth=4,

     

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           )

     

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           plot.figure.savefig("output.pdf")

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pyflow.lock

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       [[package]]

     

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       id = 1

     

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       name = "cffi"

     

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       version = "1.14.6"

     

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       source = "pypi+https://pypi.org/pypi/cffi/1.14.6/json"

     

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       dependencies = ["pycparser 2.20 pypi+https://pypi.org/pypi/pycparser/2.20/json"]

     

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       [[package]]

     

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       id = 12

     

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       name = "six"

     
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       dependencies = []

     

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       [[package]]

     

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       id = 13

     

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       name = "pandas"

     

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       version = "1.3.0"

     

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       source = "pypi+https://pypi.org/pypi/pandas/1.3.0/json"

     

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       dependencies = ["python-dateutil 2.8.1 pypi+https://pypi.org/pypi/python-dateutil/2.8.1/json", "pytz 2018.4 pypi+https://pypi.org/pypi/pytz/2018.4/json"]

     

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       [[package]]

     

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       id = 20

     

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       name = "numpy"

     

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       version = "1.21.0"

     

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       source = "pypi+https://pypi.org/pypi/numpy/1.21.0/json"

     

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       dependencies = []

     

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       [[package]]

     

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       id = 10

     

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       name = "kiwisolver"

     

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       version = "1.3.1"

     

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       source = "pypi+https://pypi.org/pypi/kiwisolver/1.3.1/json"

     

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       dependencies = []

     

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       [[package]]

     

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       id = 7

     

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       name = "pyparsing"

     

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       version = "3.0.0b2"

     
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       dependencies = []

     

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       id = 2

     

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       name = "pycparser"

     

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       version = "2.20"

     

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       source = "pypi+https://pypi.org/pypi/pycparser/2.20/json"

     

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       dependencies = []

     

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       id = 3

     

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       name = "seaborn"

     

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       version = "0.11.1"

     

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       source = "pypi+https://pypi.org/pypi/seaborn/0.11.1/json"

     

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       dependencies = ["pandas 1.3.0 pypi+https://pypi.org/pypi/pandas/1.3.0/json", "scipy 1.7.0 pypi+https://pypi.org/pypi/scipy/1.7.0/json"]

     

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       id = 8

     
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       dependencies = []

     

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       id = 15

     

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       name = "python-dateutil"

     

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       version = "2.8.1"

     

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       source = "pypi+https://pypi.org/pypi/python-dateutil/2.8.1/json"

     

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       id = 21

     

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       name = "matplotlib"

     

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       version = "3.4.2"

     

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       source = "pypi+https://pypi.org/pypi/matplotlib/3.4.2/json"

     

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       dependencies = ["Cycler 0.10.0 pypi+https://pypi.org/pypi/Cycler/0.10.0/json", "Pillow 8.3.1 pypi+https://pypi.org/pypi/Pillow/8.3.1/json", "kiwisolver 1.3.1 pypi+https://pypi.org/pypi/kiwisolver/1.3.1/json", "pyparsing 3.0.0b2 pypi+https://pypi.org/pypi/pyparsing/3.0.0b2/json"]

     

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       id = 3

     

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       name = "seaborn"

     

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       version = "0.11.1"

     

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       source = "pypi+https://pypi.org/pypi/seaborn/0.11.1/json"

     

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       dependencies = ["pandas 1.3.0 pypi+https://pypi.org/pypi/pandas/1.3.0/json", "scipy 1.7.0 pypi+https://pypi.org/pypi/scipy/1.7.0/json"]

     

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       id = 1

     

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       name = "cffi"

     

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       version = "1.14.6"

     

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       source = "pypi+https://pypi.org/pypi/cffi/1.14.6/json"

     

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       id = 11

     

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       name = "Cycler"

     

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       version = "0.10.0"

     

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       source = "pypi+https://pypi.org/pypi/Cycler/0.10.0/json"

     

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       dependencies = ["six 1.16.0 pypi+https://pypi.org/pypi/six/1.16.0/json"]

     

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       id = 14

     
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       id = 11

     

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       name = "Cycler"

     

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       version = "0.10.0"

     

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       source = "pypi+https://pypi.org/pypi/Cycler/0.10.0/json"

     

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       dependencies = ["six 1.16.0 pypi+https://pypi.org/pypi/six/1.16.0/json"]

     

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       id = 20

     

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       name = "numpy"

     

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       version = "1.21.0"

     

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       source = "pypi+https://pypi.org/pypi/numpy/1.21.0/json"

     

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       dependencies = []

     

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       id = 15

     

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       name = "minizinc"

     

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       version = "0.4.2"

     

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       source = "pypi+https://pypi.org/pypi/minizinc/0.4.2/json"

     

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       name = "pandas"

     

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       version = "1.3.0"

     

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       source = "pypi+https://pypi.org/pypi/pandas/1.3.0/json"

     

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       dependencies = ["python-dateutil 2.8.1 pypi+https://pypi.org/pypi/python-dateutil/2.8.1/json", "pytz 2018.4 pypi+https://pypi.org/pypi/pytz/2018.4/json"]

     

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       id = 15

     

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       name = "python-dateutil"

     

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       version = "2.8.1"

     

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       source = "pypi+https://pypi.org/pypi/python-dateutil/2.8.1/json"

     

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       name = "pycparser"

     

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       version = "2.20"

     

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       source = "pypi+https://pypi.org/pypi/pycparser/2.20/json"

     

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       id = 21

     

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       name = "matplotlib"

     

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       version = "3.4.2"

     

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       source = "pypi+https://pypi.org/pypi/matplotlib/3.4.2/json"

     

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       dependencies = ["Cycler 0.10.0 pypi+https://pypi.org/pypi/Cycler/0.10.0/json", "Pillow 8.3.1 pypi+https://pypi.org/pypi/Pillow/8.3.1/json", "kiwisolver 1.3.1 pypi+https://pypi.org/pypi/kiwisolver/1.3.1/json", "pyparsing 3.0.0b2 pypi+https://pypi.org/pypi/pyparsing/3.0.0b2/json"]

     

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       id = 10

     

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       name = "kiwisolver"

     

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       version = "1.3.1"

     

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       source = "pypi+https://pypi.org/pypi/kiwisolver/1.3.1/json"

     

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       dependencies = []

     

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       [metadata]

+8 -5

scatterplot.py

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       #!/usr/bin/env python3

     

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       import sys

     

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       import matplotlib as mpl

     

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       import matplotlib.pyplot as plt

     

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       import numpy as np

     

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       import pandas as pd

     

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       import seaborn as sns

     

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       import pandas as pd

     

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       import matplotlib as mpl

     

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       if __name__ == "__main__":

     

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           data = pd.read_csv(sys.argv[1])

     

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           sns.set(font_scale=1.24, style="whitegrid", font="IBM Plex Sans")

     

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           sns.set(font_scale=1.50, style="whitegrid", font="IBM Plex Sans")

     

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           fig, ax = plt.subplots()

     

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           plot = sns.scatterplot(

     
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               y="Solve Time (s)",

     

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               hue="Configuration",

     

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               style="Configuration",

     

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               legend=True,

     

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               s=150,

     

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           )

     

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           if "radiation" in sys.argv[1]:

     

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               ax.set_xlim(0, 0.5)

     

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               ax.set_ylim(0, 0.5)

     

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               # ax.legend(handles=handles, labels=labels)

     

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               # plot.legend(bbox_to_anchor=(0.23, 0.95), loc="upper left", borderaxespad=0)

     

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           elif "gbac" in sys.argv[1]:

     

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               handles, labels = ax.get_legend_handles_labels()

     

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               ax.legend(handles=handles, labels=labels)