forked from holoviz/panel
-
Notifications
You must be signed in to change notification settings - Fork 0
/
config.py
386 lines (311 loc) · 13.1 KB
/
config.py
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
"""
The config module supplies the global config object and the extension
which provides convenient support for loading and configuring panel
components.
"""
from __future__ import absolute_import, division, unicode_literals
import glob
import inspect
import os
import sys
from contextlib import contextmanager
import param
from pyviz_comms import (JupyterCommManager as _JupyterCommManager,
extension as _pyviz_extension)
from .io.notebook import load_notebook
from .io.state import state
#---------------------------------------------------------------------
# Public API
#---------------------------------------------------------------------
_PATH = os.path.abspath(os.path.dirname(__file__))
_CSS_FILES = glob.glob(os.path.join(_PATH, '_styles', '*.css'))
def validate_config(config, parameter, value):
"""
Validates parameter setting on a hidden config parameter.
"""
orig = getattr(config, parameter)
try:
setattr(config, parameter, value)
except Exception as e:
raise e
finally:
setattr(config, parameter, orig)
class _config(param.Parameterized):
"""
Holds global configuration options for Panel. The options can be
set directly on the global config instance, via keyword arguments
in the extension or via environment variables. For example to set
the embed option the following approaches can be used:
pn.config.embed = True
pn.extension(embed=True)
os.environ['PANEL_EMBED'] = 'True'
"""
apply_signatures = param.Boolean(default=True, doc="""
Whether to set custom Signature which allows tab-completion
in some IDEs and environments.""")
css_files = param.List(default=_CSS_FILES, doc="""
External CSS files to load.""")
js_files = param.Dict(default={}, doc="""
External JS files to load. Dictionary should map from exported
name to the URL of the JS file.""")
raw_css = param.List(default=[], doc="""
List of raw CSS strings to add to load.""")
safe_embed = param.Boolean(default=False, doc="""
Ensure all bokeh property changes trigger events which are
embedded. Useful when only partial updates are made in an
app, e.g. when working with HoloViews.""")
sizing_mode = param.ObjectSelector(default=None, objects=[
'fixed', 'stretch_width', 'stretch_height', 'stretch_both',
'scale_width', 'scale_height', 'scale_both', None], doc="""
Specify the default sizing mode behavior of panels.""")
_comms = param.ObjectSelector(
default='default', objects=['default', 'ipywidgets'], doc="""
Whether to render output in Jupyter with the default Jupyter
extension or use the jupyter_bokeh ipywidget model.""")
_console_output = param.ObjectSelector(default='accumulate', allow_None=True,
objects=['accumulate', 'replace', 'disable',
False], doc="""
How to log errors and stdout output triggered by callbacks
from Javascript in the notebook.""")
_embed = param.Boolean(default=False, allow_None=True, doc="""
Whether plot data will be embedded.""")
_embed_json = param.Boolean(default=False, doc="""
Whether to save embedded state to json files.""")
_embed_json_prefix = param.String(default='', doc="""
Prefix for randomly generated json directories.""")
_embed_load_path = param.String(default=None, doc="""
Where to load json files for embedded state.""")
_embed_save_path = param.String(default='./', doc="""
Where to save json files for embedded state.""")
_inline = param.Boolean(default=True, allow_None=True, doc="""
Whether to inline JS and CSS resources. If disabled, resources
are loaded from CDN if one is available.""")
_truthy = ['True', 'true', '1', True, 1]
def __init__(self, **params):
super(_config, self).__init__(**params)
for p in self.param:
if p.startswith('_'):
setattr(self, p+'_', None)
@contextmanager
def set(self, **kwargs):
values = [(k, v) for k, v in self.param.get_param_values() if k != 'name']
overrides = [(k, getattr(self, k+'_')) for k in self.param if k.startswith('_')]
for k, v in kwargs.items():
setattr(self, k, v)
try:
yield
finally:
self.param.set_param(**dict(values))
for k, v in overrides:
setattr(self, k+'_', v)
@property
def _doc_build(self):
return os.environ.get('PANEL_DOC_BUILD')
@property
def console_output(self):
if self._console_output_ is not None:
return 'disable' if not self._console_output_ else self._console_output_
elif self._doc_build:
return 'disable'
else:
return os.environ.get('PANEL_CONSOLE_OUTPUT', _config._console_output)
@console_output.setter
def console_output(self, value):
validate_config(self, '_console_output', value)
self._console_output_ = value
@property
def embed(self):
if self._embed_ is not None:
return self._embed_
else:
return os.environ.get('PANEL_EMBED', _config._embed) in self._truthy
@embed.setter
def embed(self, value):
validate_config(self, '_embed', value)
self._embed_ = value
@property
def comms(self):
if self._comms_ is not None:
return self._comms_
else:
return os.environ.get('PANEL_COMMS', _config._comms)
@comms.setter
def comms(self, value):
validate_config(self, '_comms', value)
self._comms_ = value
@property
def embed_json(self):
if self._embed_json_ is not None:
return self._embed_json_
else:
return os.environ.get('PANEL_EMBED_JSON', _config._embed_json) in self._truthy
@embed_json.setter
def embed_json(self, value):
validate_config(self, '_embed_json', value)
self._embed_json_ = value
@property
def embed_json_prefix(self):
if self._embed_json_prefix_ is not None:
return self._embed_json_prefix_
else:
return os.environ.get('PANEL_EMBED_JSON_PREFIX', _config._embed_json_prefix)
@embed_json_prefix.setter
def embed_json_prefix(self, value):
validate_config(self, '_embed_json_prefix', value)
self._embed_json_prefix_ = value
@property
def embed_save_path(self):
if self._embed_save_path_ is not None:
return self._embed_save_path_
else:
return os.environ.get('PANEL_EMBED_SAVE_PATH', _config._embed_save_path)
@embed_save_path.setter
def embed_save_path(self, value):
validate_config(self, '_embed_save_path', value)
self._embed_save_path_ = value
@property
def embed_load_path(self):
if self._embed_load_path_ is not None:
return self._embed_load_path_
else:
return os.environ.get('PANEL_EMBED_LOAD_PATH', _config._embed_load_path)
@embed_load_path.setter
def embed_load_path(self, value):
validate_config(self, '_embed_load_path', value)
self._embed_load_path_ = value
@property
def inline(self):
if self._inline_ is not None:
return self._inline_
else:
return os.environ.get('PANEL_INLINE', _config._inline) in self._truthy
@inline.setter
def inline(self, value):
validate_config(self, '_inline', value)
self._inline_ = value
if hasattr(_config.param, 'objects'):
_params = _config.param.objects()
else:
_params = _config.param.params()
config = _config(**{k: None if p.allow_None else getattr(_config, k)
for k, p in _params.items() if k != 'name'})
class panel_extension(_pyviz_extension):
"""
Initializes the pyviz notebook extension to allow plotting with
bokeh and enable comms.
"""
_loaded = False
_imports = {'katex': 'panel.models.katex',
'mathjax': 'panel.models.mathjax',
'plotly': 'panel.models.plotly',
'deckgl': 'panel.models.deckgl',
'vega': 'panel.models.vega',
'vtk': 'panel.models.vtk',
'ace': 'panel.models.ace'}
def __call__(self, *args, **params):
# Abort if IPython not found
for arg in args:
if arg not in self._imports:
self.param.warning('%s extension not recognized and '
'will be skipped.' % arg)
else:
__import__(self._imports[arg])
for k, v in params.items():
if k in ['raw_css', 'css_files']:
if not isinstance(v, list):
raise ValueError('%s should be supplied as a list, '
'not as a %s type.' %
(k, type(v).__name__))
getattr(config, k).extend(v)
elif k == 'js_files':
getattr(config, k).update(v)
else:
setattr(config, k, v)
if config.apply_signatures and sys.version_info.major >= 3:
self._apply_signatures()
if 'holoviews' in sys.modules:
import holoviews as hv
import holoviews.plotting.bokeh # noqa
if not getattr(hv.extension, '_loaded', False):
if hasattr(hv.Store, 'set_current_backend'):
hv.Store.set_current_backend('bokeh')
else:
hv.Store.current_backend = 'bokeh'
try:
ip = params.pop('ip', None) or get_ipython() # noqa (get_ipython)
except Exception:
return
if hasattr(ip, 'kernel') and not self._loaded and not config._doc_build:
# TODO: JLab extension and pyviz_comms should be changed
# to allow multiple cleanup comms to be registered
_JupyterCommManager.get_client_comm(self._process_comm_msg,
"hv-extension-comm")
state._comm_manager = _JupyterCommManager
nb_load = False
if 'holoviews' in sys.modules:
if getattr(hv.extension, '_loaded', False):
return
with param.logging_level('ERROR'):
hv.plotting.Renderer.load_nb(config.inline)
if hasattr(hv.plotting.Renderer, '_render_with_panel'):
nb_load = True
if not nb_load and hasattr(ip, 'kernel'):
load_notebook(config.inline)
panel_extension._loaded = True
def _apply_signatures(self):
from inspect import Parameter, Signature
from .viewable import Viewable
descendants = param.concrete_descendents(Viewable)
for cls in reversed(list(descendants.values())):
if cls.__doc__.startswith('params'):
prefix = cls.__doc__.split('\n')[0]
cls.__doc__ = cls.__doc__.replace(prefix, '')
sig = inspect.signature(cls.__init__)
sig_params = list(sig.parameters.values())
if not sig_params or sig_params[-1] != Parameter('params', Parameter.VAR_KEYWORD):
continue
parameters = sig_params[:-1]
processed_kws, keyword_groups = set(), []
for cls in reversed(cls.mro()):
keyword_group = []
for (k, v) in sorted(cls.__dict__.items()):
if (isinstance(v, param.Parameter) and k not in processed_kws
and not v.readonly):
keyword_group.append(k)
processed_kws.add(k)
keyword_groups.append(keyword_group)
parameters += [
Parameter(name, Parameter.KEYWORD_ONLY)
for kws in reversed(keyword_groups) for name in kws
if name not in sig.parameters
]
parameters.append(Parameter('kwargs', Parameter.VAR_KEYWORD))
cls.__init__.__signature__ = Signature(
parameters, return_annotation=sig.return_annotation
)
#---------------------------------------------------------------------
# Private API
#---------------------------------------------------------------------
def _cleanup_panel(msg_id):
"""
A cleanup action which is called when a plot is deleted in the notebook
"""
if msg_id not in state._views:
return
viewable, model, _, _ = state._views.pop(msg_id)
viewable._cleanup(model)
def _cleanup_server(server_id):
"""
A cleanup action which is called when a server is deleted in the notebook
"""
if server_id not in state._servers:
return
server, viewable, docs = state._servers.pop(server_id)
server.stop()
for doc in docs:
for root in doc.roots:
if root.ref['id'] in viewable._models:
viewable._cleanup(root)
panel_extension.add_delete_action(_cleanup_panel)
if hasattr(panel_extension, 'add_server_delete_action'):
panel_extension.add_server_delete_action(_cleanup_server)