def test_log_format():
formatter = log_format()
assert formatter([0.001, 0.1, 100]) == ['0.001', '0.1', '100']
assert formatter([0.001, 0.1, 1000]) == ['1e-3', '1e-1', '1e3']
assert formatter([35, 60]) == ['35', '60']
assert formatter([34.99999999999, 60.0000000001]) == ['35', '60']
assert formatter([3000.0000000000014, 4999.999999999999]) == \
['3000', '5000']
assert formatter([1, 35, 60, 1000]) == ['1', '35', '60', '1000']
assert formatter([1, 35, 60, 10000]) == ['1', '35', '60', '10000']
formatter = log_format(base=2)
assert formatter([1, 10, 11, 1011]) == ['1', '10', '11', '1011']
def test_log_format():
formatter = log_format()
assert formatter([0.001, 0.1, 100]) == ['0.001', '0.1', '100']
assert formatter([0.001, 0.1, 10000]) == ['1e-3', '1e-1', '1e4']
assert formatter([35, 60]) == ['35', '60']
assert formatter([34.99999999999, 60.0000000001]) == ['35', '60']
assert formatter([3000.0000000000014, 4999.999999999999]) == \
['3000', '5000']
assert formatter([1, 35, 60, 1000]) == ['1', '35', '60', '1000']
assert formatter([1, 35, 60, 10000]) == ['1', '35', '60', '10000']
assert formatter([3.000000000000001e-05]) == ['3e-5']
formatter = log_format(base=2)
assert formatter([1, 10, 11, 1011]) == ['1', '10', '11', '1011']
def test_empty_breaks():
x = []
assert custom_format()(x) == []
assert comma_format()(x) == []
assert currency_format()(x) == []
assert percent_format()(x) == []
assert scientific_format()(x) == []
assert date_format()(x) == []
assert mpl_format()(x) == []
assert log_format()(x) == []
assert timedelta_format()(x) == []
def test_empty_breaks():
x = []
assert custom_format()(x) == []
assert comma_format()(x) == []
assert currency_format()(x) == []
assert percent_format()(x) == []
assert scientific_format()(x) == []
assert date_format()(x) == []
assert mpl_format()(x) == []
assert log_format()(x) == []
assert timedelta_format()(x) == []
x="Eucledian Distance of Preprints First and Final Versions",
y="Time Elapsed Until Preprint is Published",
) + p9.theme_seaborn(
context="paper",
style="ticks", font="Arial", font_scale=1.3))
print(g)
g = (p9.ggplot(published_date_distances,
p9.aes(x="doc_distances", y="time_to_published")) +
p9.geom_bin2d(bins=100) + p9.scale_fill_distiller(
trans="log",
direction=-1,
type="seq",
palette="YlGnBu",
name="log(count)",
labels=log_format(base=10),
) + p9.geom_line(stat="smooth",
method="lm",
linetype="dashed",
se=False,
alpha=1,
size=0.7) +
p9.scale_y_timedelta(labels=timedelta_format("d")) + p9.annotate(
"text",
x=10,
y=timedelta(days=1490),
label=f"Y={results_2.slope:.2f}*X+{results_2.intercept:.2f}",
) + p9.labs(
x="Eucledian Distance of Preprint-Published Versions",
y="Time Elapsed Until Preprint is Published",
legend="log(count)",