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"""Tests for pylab tools module.
"""
# Copyright (c) IPython Development Team.
# Distributed under the terms of the Modified BSD License.
from binascii import a2b_base64
from io import BytesIO
import pytest
matplotlib = pytest.importorskip("matplotlib")
matplotlib.use('Agg')
from matplotlib.figure import Figure
from matplotlib import pyplot as plt
from matplotlib_inline import backend_inline
import numpy as np
from IPython.core.getipython import get_ipython
from IPython.core.interactiveshell import InteractiveShell
from IPython.core.display import _PNG, _JPEG
from .. import pylabtools as pt
from IPython.testing import decorators as dec
def test_figure_to_svg():
# simple empty-figure test
fig = plt.figure()
assert pt.print_figure(fig, "svg") is None
plt.close('all')
# simple check for at least svg-looking output
fig = plt.figure()
ax = fig.add_subplot(1,1,1)
ax.plot([1,2,3])
plt.draw()
svg = pt.print_figure(fig, "svg")[:100].lower()
assert "doctype svg" in svg
def _check_pil_jpeg_bytes():
"""Skip if PIL can't write JPEGs to BytesIO objects"""
# PIL's JPEG plugin can't write to BytesIO objects
# Pillow fixes this
from PIL import Image
buf = BytesIO()
img = Image.new("RGB", (4,4))
try:
img.save(buf, 'jpeg')
except Exception as e:
ename = e.__class__.__name__
raise pytest.skip("PIL can't write JPEG to BytesIO: %s: %s" % (ename, e)) from e
@dec.skip_without("PIL.Image")
def test_figure_to_jpeg():
_check_pil_jpeg_bytes()
# simple check for at least jpeg-looking output
fig = plt.figure()
ax = fig.add_subplot(1,1,1)
ax.plot([1,2,3])
plt.draw()
jpeg = pt.print_figure(fig, 'jpeg', pil_kwargs={'optimize': 50})[:100].lower()
assert jpeg.startswith(_JPEG)
def test_retina_figure():
# simple empty-figure test
fig = plt.figure()
assert pt.retina_figure(fig) == None
plt.close('all')
fig = plt.figure()
ax = fig.add_subplot(1,1,1)
ax.plot([1,2,3])
plt.draw()
png, md = pt.retina_figure(fig)
assert png.startswith(_PNG)
assert "width" in md
assert "height" in md
_fmt_mime_map = {
'png': 'image/png',
'jpeg': 'image/jpeg',
'pdf': 'application/pdf',
'retina': 'image/png',
'svg': 'image/svg+xml',
}
def test_select_figure_formats_str():
ip = get_ipython()
for fmt, active_mime in _fmt_mime_map.items():
pt.select_figure_formats(ip, fmt)
for mime, f in ip.display_formatter.formatters.items():
if mime == active_mime:
assert Figure in f
else:
assert Figure not in f
def test_select_figure_formats_kwargs():
ip = get_ipython()
kwargs = dict(bbox_inches="tight")
pt.select_figure_formats(ip, "png", **kwargs)
formatter = ip.display_formatter.formatters["image/png"]
f = formatter.lookup_by_type(Figure)
cell = f.keywords
expected = kwargs
expected["base64"] = True
expected["fmt"] = "png"
assert cell == expected
# check that the formatter doesn't raise
fig = plt.figure()
ax = fig.add_subplot(1,1,1)
ax.plot([1,2,3])
plt.draw()
formatter.enabled = True
png = formatter(fig)
assert isinstance(png, str)
png_bytes = a2b_base64(png)
assert png_bytes.startswith(_PNG)
def test_select_figure_formats_set():
ip = get_ipython()
for fmts in [
{'png', 'svg'},
['png'],
('jpeg', 'pdf', 'retina'),
{'svg'},
]:
active_mimes = {_fmt_mime_map[fmt] for fmt in fmts}
pt.select_figure_formats(ip, fmts)
for mime, f in ip.display_formatter.formatters.items():
if mime in active_mimes:
assert Figure in f
else:
assert Figure not in f
def test_select_figure_formats_bad():
ip = get_ipython()
with pytest.raises(ValueError):
pt.select_figure_formats(ip, 'foo')
with pytest.raises(ValueError):
pt.select_figure_formats(ip, {'png', 'foo'})
with pytest.raises(ValueError):
pt.select_figure_formats(ip, ['retina', 'pdf', 'bar', 'bad'])
def test_import_pylab():
ns = {}
pt.import_pylab(ns, import_all=False)
assert "plt" in ns
assert ns["np"] == np
class TestPylabSwitch(object):
class Shell(InteractiveShell):
def init_history(self):
"""Sets up the command history, and starts regular autosaves."""
self.config.HistoryManager.hist_file = ":memory:"
super().init_history()
def enable_gui(self, gui):
pass
def setup_method(self):
import matplotlib
def act_mpl(backend):
matplotlib.rcParams['backend'] = backend
# Save rcParams since they get modified
self._saved_rcParams = matplotlib.rcParams
self._saved_rcParamsOrig = matplotlib.rcParamsOrig
matplotlib.rcParams = dict(backend="QtAgg")
matplotlib.rcParamsOrig = dict(backend="QtAgg")
# Mock out functions
self._save_am = pt.activate_matplotlib
pt.activate_matplotlib = act_mpl
self._save_ip = pt.import_pylab
pt.import_pylab = lambda *a,**kw:None
self._save_cis = backend_inline.configure_inline_support
backend_inline.configure_inline_support = lambda *a, **kw: None
def teardown_method(self):
pt.activate_matplotlib = self._save_am
pt.import_pylab = self._save_ip
backend_inline.configure_inline_support = self._save_cis
import matplotlib
matplotlib.rcParams = self._saved_rcParams
matplotlib.rcParamsOrig = self._saved_rcParamsOrig
def test_qt(self):
s = self.Shell()
gui, backend = s.enable_matplotlib(None)
assert gui == "qt"
assert s.pylab_gui_select == "qt"
gui, backend = s.enable_matplotlib("inline")
assert gui is None
assert s.pylab_gui_select == "qt"
gui, backend = s.enable_matplotlib("qt")
assert gui == "qt"
assert s.pylab_gui_select == "qt"
gui, backend = s.enable_matplotlib("inline")
assert gui is None
assert s.pylab_gui_select == "qt"
gui, backend = s.enable_matplotlib()
assert gui == "qt"
assert s.pylab_gui_select == "qt"
def test_inline(self):
s = self.Shell()
gui, backend = s.enable_matplotlib("inline")
assert gui is None
assert s.pylab_gui_select == None
gui, backend = s.enable_matplotlib("inline")
assert gui is None
assert s.pylab_gui_select == None
gui, backend = s.enable_matplotlib("qt")
assert gui == "qt"
assert s.pylab_gui_select == "qt"
def test_inline_twice(self):
"Using '%matplotlib inline' twice should not reset formatters"
ip = self.Shell()
gui, backend = ip.enable_matplotlib("inline")
assert gui is None
fmts = {'png'}
active_mimes = {_fmt_mime_map[fmt] for fmt in fmts}
pt.select_figure_formats(ip, fmts)
gui, backend = ip.enable_matplotlib("inline")
assert gui is None
for mime, f in ip.display_formatter.formatters.items():
if mime in active_mimes:
assert Figure in f
else:
assert Figure not in f
def test_qt_gtk(self):
s = self.Shell()
gui, backend = s.enable_matplotlib("qt")
assert gui == "qt"
assert s.pylab_gui_select == "qt"
gui, backend = s.enable_matplotlib("gtk3")
assert gui == "qt"
assert s.pylab_gui_select == "qt"
@dec.skipif(not pt._matplotlib_manages_backends())
def test_backend_module_name_case_sensitive(self):
# Matplotlib backend names are case insensitive unless explicitly specified using
# "module://some_module.some_name" syntax which are case sensitive for mpl >= 3.9.1
all_lowercase = "module://matplotlib_inline.backend_inline"
some_uppercase = "module://matplotlib_inline.Backend_inline"
mpl3_9_1 = matplotlib.__version_info__ >= (3, 9, 1)
s = self.Shell()
s.enable_matplotlib(all_lowercase)
if mpl3_9_1:
with pytest.raises(RuntimeError):
s.enable_matplotlib(some_uppercase)
else:
s.enable_matplotlib(some_uppercase)
s.run_line_magic("matplotlib", all_lowercase)
if mpl3_9_1:
with pytest.raises(RuntimeError):
s.run_line_magic("matplotlib", some_uppercase)
else:
s.run_line_magic("matplotlib", some_uppercase)
def test_no_gui_backends():
for k in ['agg', 'svg', 'pdf', 'ps']:
assert k not in pt.backend2gui
def test_figure_no_canvas():
fig = Figure()
fig.canvas = None
pt.print_figure(fig)
@pytest.mark.parametrize(
"name, expected_gui, expected_backend",
[
# name is gui
("gtk3", "gtk3", "gtk3agg"),
("gtk4", "gtk4", "gtk4agg"),
("headless", None, "agg"),
("osx", "osx", "macosx"),
("qt", "qt", "qtagg"),
("qt5", "qt5", "qt5agg"),
("qt6", "qt6", "qtagg"),
("tk", "tk", "tkagg"),
("wx", "wx", "wxagg"),
# name is backend
("agg", None, "agg"),
("cairo", None, "cairo"),
("pdf", None, "pdf"),
("ps", None, "ps"),
("svg", None, "svg"),
("template", None, "template"),
("gtk3agg", "gtk3", "gtk3agg"),
("gtk3cairo", "gtk3", "gtk3cairo"),
("gtk4agg", "gtk4", "gtk4agg"),
("gtk4cairo", "gtk4", "gtk4cairo"),
("macosx", "osx", "macosx"),
("nbagg", "nbagg", "nbagg"),
("notebook", "nbagg", "notebook"),
("qtagg", "qt", "qtagg"),
("qtcairo", "qt", "qtcairo"),
("qt5agg", "qt5", "qt5agg"),
("qt5cairo", "qt5", "qt5cairo"),
("tkagg", "tk", "tkagg"),
("tkcairo", "tk", "tkcairo"),
("webagg", "webagg", "webagg"),
("wxagg", "wx", "wxagg"),
("wxcairo", "wx", "wxcairo"),
],
)
def test_backend_builtin(name, expected_gui, expected_backend):
# Test correct identification of Matplotlib built-in backends without importing and using them,
# otherwise we would need to ensure all the complex dependencies such as windowing toolkits are
# installed.
mpl_manages_backends = pt._matplotlib_manages_backends()
if not mpl_manages_backends:
# Backends not supported before _matplotlib_manages_backends or supported
# but with different expected_gui or expected_backend.
if (
name.endswith("agg")
or name.endswith("cairo")
or name in ("headless", "macosx", "pdf", "ps", "svg", "template")
):
pytest.skip()
elif name == "qt6":
expected_backend = "qtagg"
elif name == "notebook":
expected_backend, expected_gui = expected_gui, expected_backend
gui, backend = pt.find_gui_and_backend(name)
if not mpl_manages_backends:
gui = gui.lower() if gui else None
backend = backend.lower() if backend else None
assert gui == expected_gui
assert backend == expected_backend
def test_backend_entry_point():
gui, backend = pt.find_gui_and_backend("inline")
assert gui is None
expected_backend = (
"inline"
if pt._matplotlib_manages_backends()
else "module://matplotlib_inline.backend_inline"
)
assert backend == expected_backend
def test_backend_unknown():
with pytest.raises(RuntimeError if pt._matplotlib_manages_backends() else KeyError):
pt.find_gui_and_backend("name-does-not-exist")
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