Created
October 20, 2021 14:07
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Sleep history plot
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#!/usr/bin/env python3 | |
# -*- coding: utf-8 -*- | |
import csv | |
import datetime | |
from dateutil import parser as dateparser | |
import numpy as np | |
from matplotlib import pyplot as plt | |
import os | |
import re | |
DAY = datetime.timedelta(days=1) | |
MIDNIGHT = datetime.time() | |
MINTIME = 0 | |
MAXTIME = 24 | |
def hours(time): | |
return time.hour + time.minute / 60 | |
filere = re.compile(r"sleep_history_(\d{4}-\d{2}-\d{2}\.\d+)\.csv") | |
history_files = [f for f in os.listdir() if filere.match(f)] | |
history_files.sort() | |
csvfn = history_files[-1] | |
sleeptimes = list() | |
with open(csvfn) as csvfile: | |
reader = csv.DictReader(csvfile) | |
for row in reader: | |
sleeptimes.append( | |
(dateparser.isoparse(row["bedtime"]), dateparser.isoparse(row["wake"])) | |
) | |
plotdates, plotlower, plotupper = list(), list(), list() | |
for s in sleeptimes: | |
lower = s[0] | |
while lower.date() < s[1].date(): | |
plotdates.append(lower.date()) | |
plotlower.append(hours(lower)) | |
plotupper.append(MAXTIME) | |
lower = datetime.datetime.combine( | |
(DAY + lower).date(), MIDNIGHT, tzinfo=lower.tzinfo | |
) | |
else: | |
plotdates.append(lower.date()) | |
plotlower.append(hours(lower)) | |
plotupper.append(hours(s[1])) | |
plotdates, plotlower, plotupper = ( | |
np.array(plotdates), | |
np.array(plotlower), | |
np.array(plotupper), | |
) | |
plotdatemin, plotdatemax = plotdates.min(), plotdates.max() | |
plotticks = [ | |
plotdates.min() + datetime.timedelta(days=i) | |
for i in range((plotdates.max() - plotdates.min()).days) | |
if (plotdates.min() + datetime.timedelta(days=i)).weekday() == 6 | |
] | |
plt.bar(plotdates, plotupper - plotlower, bottom=plotlower) | |
plt.ylim((0, 24)) | |
plt.xticks(rotation=60, ticks=plotticks) | |
plt.yticks(ticks=(0, 6, 12, 18, 24)) | |
plt.ylabel("Time") | |
plt.xlabel("Date (Sundays are axis labels)") | |
plt.tight_layout() | |
plt.savefig("sleepplot.png") | |
plt.show() |
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