"""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")