File: test_pylabtools.py

package info (click to toggle)
ipython 9.8.0-1
  • links: PTS, VCS
  • area: main
  • in suites: experimental
  • size: 8,624 kB
  • sloc: python: 45,268; sh: 317; makefile: 168
file content (394 lines) | stat: -rw-r--r-- 11,449 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
"""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 IPython.core import pylabtools as pt

from IPython.testing import decorators as dec
from .test_history import hmmax3


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


@pytest.fixture
def shell_pylab_fixture(hmmax3):
    import matplotlib

    def act_mpl(backend):
        matplotlib.rcParams["backend"] = backend

    # Save rcParams since they get modified
    _saved_rcParams = matplotlib.rcParams
    _saved_rcParamsOrig = matplotlib.rcParamsOrig
    matplotlib.rcParams = dict(backend="QtAgg")
    matplotlib.rcParamsOrig = dict(backend="QtAgg")

    # Mock out functions
    _save_am = pt.activate_matplotlib
    pt.activate_matplotlib = act_mpl
    _save_ip = pt.import_pylab
    pt.import_pylab = lambda *a, **kw: None
    s = Shell()
    yield s
    s.configurables = []
    s.history_manager = None
    pt.activate_matplotlib = _save_am
    pt.import_pylab = _save_ip
    matplotlib.rcParams = _saved_rcParams
    matplotlib.rcParamsOrig = _saved_rcParamsOrig


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 test_just_shell_no_leak(shell_pylab_fixture):
    s = shell_pylab_fixture


def test_qt(shell_pylab_fixture):
    s = shell_pylab_fixture
    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"
    s.configurables = []
    s.history_manager = None


def test_inline(shell_pylab_fixture):
    s = shell_pylab_fixture
    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(shell_pylab_fixture):
    "Using '%matplotlib inline' twice should not reset formatters"

    ip = shell_pylab_fixture
    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(shell_pylab_fixture):
    s = shell_pylab_fixture
    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(shell_pylab_fixture):
    # 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 = shell_pylab_fixture
    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")