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This example illustrates the usage and effect of the various date locators and formatters.
import matplotlib.pyplot as plt
import numpy as np
# While these appear unused directly, they are used from eval'd strings.
from matplotlib.dates import (FR, MO, MONTHLY, SA, SU, TH, TU, WE, AutoDateFormatter,
AutoDateLocator, ConciseDateFormatter, DateFormatter,
DayLocator, HourLocator, MicrosecondLocator,
MinuteLocator, MonthLocator, RRuleLocator, SecondLocator,
WeekdayLocator, YearLocator, rrulewrapper)
import matplotlib.ticker as ticker
def plot_axis(ax, locator=None, xmax='2002-02-01', fmt=None, formatter=None):
"""Set up common parameters for the Axes in the example."""
ax.spines[['left', 'right', 'top']].set_visible(False)
ax.yaxis.set_major_locator(ticker.NullLocator())
ax.tick_params(which='major', width=1.00, length=5)
ax.tick_params(which='minor', width=0.75, length=2.5)
ax.set_xlim(np.datetime64('2000-02-01'), np.datetime64(xmax))
if locator:
ax.xaxis.set_major_locator(eval(locator))
ax.xaxis.set_major_formatter(DateFormatter(fmt))
else:
ax.xaxis.set_major_formatter(eval(formatter))
ax.text(0.0, 0.2, locator or formatter, transform=ax.transAxes,
fontsize=14, fontname='Monospace', color='tab:blue')
locators = [
# locator as str, xmax, fmt
('AutoDateLocator(maxticks=8)', '2003-02-01', '%Y-%m'),
('YearLocator(month=4)', '2003-02-01', '%Y-%m'),
('MonthLocator(bymonth=[4, 8, 12])', '2003-02-01', '%Y-%m'),
('DayLocator(interval=180)', '2003-02-01', '%Y-%m-%d'),
('WeekdayLocator(byweekday=SU, interval=4)', '2000-07-01', '%a %Y-%m-%d'),
('HourLocator(byhour=range(0, 24, 6))', '2000-02-04', '%H h'),
('MinuteLocator(interval=15)', '2000-02-01 02:00', '%H:%M'),
('SecondLocator(bysecond=(0, 30))', '2000-02-01 00:02', '%H:%M:%S'),
('MicrosecondLocator(interval=1000)', '2000-02-01 00:00:00.005', '%S.%f'),
('RRuleLocator(rrulewrapper(freq=MONTHLY, \nbyweekday=(MO, TU, WE, TH, FR), '
'bysetpos=-1))', '2000-07-01', '%Y-%m-%d'),
]
fig, axs = plt.subplots(len(locators), 1, figsize=(8, len(locators) * .8),
layout='constrained')
fig.suptitle('Date Locators')
for ax, (locator, xmax, fmt) in zip(axs, locators):
plot_axis(ax, locator, xmax, fmt)
[Date Locators]
formatters = [
'AutoDateFormatter(ax.xaxis.get_major_locator())',
'ConciseDateFormatter(ax.xaxis.get_major_locator())',
'DateFormatter("%b %Y")',
]
fig, axs = plt.subplots(len(formatters), 1, figsize=(8, len(formatters) * .8),
layout='constrained')
fig.suptitle('Date Formatters')
for ax, fmt in zip(axs, formatters):
plot_axis(ax, formatter=fmt)
[Date Formatters]References
The use of the following functions, methods, classes and modules is shown in this example:
Total running time of the script: (0 minutes 3.695 seconds)
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