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32 lines
728 B
Python
32 lines
728 B
Python
from pathlib import Path
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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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from matplotlib.axes import Axes
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from matplotlib.colors import LogNorm
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from matplotlib.figure import Figure
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from paths import base_dir
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from readfiles import read_file
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def filter_for_2d(df: pd.DataFrame, group: int):
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xs = df_ref.X
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ys = df_ref.Y
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return np.array([xs, ys]).T
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reference_dir = Path(base_dir / f"shannon_512_100")
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df_ref, _ = read_file(reference_dir)
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df = df_ref.loc[df_ref["FOFGroupIDs"] == 1]
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df2 = df_ref.loc[df_ref["FOFGroupIDs"] == 4]
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fig: Figure = plt.figure()
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ax: Axes = fig.gca()
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# ax.hist2d(df.X, df.Y, bins=500, norm=LogNorm())
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ax.hist2d(df2.X, df2.Y, bins=1000, norm=LogNorm())
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plt.show()
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