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52 lines
1.5 KiB
Python
52 lines
1.5 KiB
Python
from pathlib import Path
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from typing import Tuple
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import pandas as pd
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import yaml
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from matplotlib import pyplot as plt
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from matplotlib.axes import Axes
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from matplotlib.figure import Figure
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def print_progress(i, total, extra_data=""):
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print(f"{i} of {total} ({extra_data})" + " " * 20, end="\r" if i != total else "\n", flush=True)
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def memory_usage(df: pd.DataFrame):
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bytes_used = df.memory_usage(index=True).sum()
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return bytes_used / 1024 / 1024
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def create_figure() -> Tuple[Figure, Axes]:
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"""
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helper function for matplotlib OOP interface with proper typing
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"""
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fig: Figure = plt.figure()
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ax: Axes = fig.gca()
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return fig, ax
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def read_swift_config(dir: Path):
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with (dir / "used_parameters.yml").open() as f:
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return yaml.safe_load(f)
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def print_wall_time(dir: Path):
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with(dir / "swift.log").open() as f:
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last_line = f.readlines()[-1]
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print(last_line)
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assert "main: done. Bye." in last_line
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seconds = float(last_line[1:].split("]")[0])
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print(f"Runtime: {seconds / 60 / 60:.2f} hours")
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def figsize_from_page_fraction(columns=1, height_to_width=3/4):
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cm = 1 / 2.54 # centimeters in inches
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# \printinunitsof{cm}\prntlen{\linewidth}
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two_column_width = 17.85162 # cm
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one_colum_width = 8.5744 # cm
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upscale_factor = 1.3
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width = two_column_width if columns == 2 else one_colum_width
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height = width * height_to_width
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return width * cm * upscale_factor, height * cm * upscale_factor
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