rainbowadn/plot.py
2022-12-22 21:48:40 +00:00

68 lines
2.0 KiB
Python

import json
from pathlib import Path
from typing import Any
import matplotlib.pyplot as plt
import numpy as np
__all__ = ('plot',)
def plottable(log: list[tuple[float, int]]):
if log:
return np.array(log).transpose()
else:
return np.array([[], []])
def format_params(params) -> str:
match params:
case dict():
return '{' + ' '.join(f'{key}={format_params(value)}' for key, value in params.items()) + '}'
case list():
return f'[{" ".join(format_params(value) for value in params)}]'
case _:
return json.dumps(params)
def plot(fn: str):
plt.rcParams['figure.figsize'] = [16, 9]
plt.style.use('dark_background')
plt.subplots_adjust(left=0.05, right=0.99, top=0.95, bottom=0.05)
plt.xlabel('time (s)')
plt.ylabel('concurrency (1)')
with open(fn) as file:
jsonified: dict[str, Any] = json.load(file)
title = fn
if (params := jsonified.pop('params', None)) is not None:
title += f' {format_params(params)}'
plt.title(title)
def logplot(plot_function, metric: str, **kwargs):
if (log := jsonified.pop(metric, None)) is not None:
plot_function(*plottable(log), label=f'{metric} ({len(log)})', **kwargs)
logplot(plt.plot, 'DelayedResolver:sleep:concurrency')
logplot(plt.plot, 'ActiveBinaryTree:add:concurrency')
logplot(plt.plot, 'ActiveBinaryTree:contains:concurrency')
logplot(plt.plot, 'FlowStandard:verify_subset:concurrency')
logplot(plt.plot, 'Stack:list:concurrency')
logplot(plt.scatter, 'ActiveBinaryTree:add:entry', c='tomato', zorder=100, s=.5)
logplot(plt.scatter, 'ActiveBinaryTree:add:exit', c='gold', zorder=99, s=.5)
plt.legend()
plt.savefig(f'{fn}.png')
plt.show()
plt.clf()
if __name__ == '__main__':
Path('trace').mkdir(exist_ok=True)
if Path('trace/latest.json').exists():
plot('trace/latest.json')
for fp in list(Path('trace').glob('*.json')):
if fp != Path('trace/latest.json'):
plot(str(fp))