File size: 42,503 Bytes
d1ceb73 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 |
# -*- coding: utf-8 -*-
"""Top-level display functions for displaying object in different formats."""
# Copyright (c) IPython Development Team.
# Distributed under the terms of the Modified BSD License.
from binascii import b2a_base64, hexlify
import html
import json
import mimetypes
import os
import struct
import warnings
from copy import deepcopy
from os.path import splitext
from pathlib import Path, PurePath
from IPython.utils.py3compat import cast_unicode
from IPython.testing.skipdoctest import skip_doctest
from . import display_functions
__all__ = ['display_pretty', 'display_html', 'display_markdown',
'display_svg', 'display_png', 'display_jpeg', 'display_latex', 'display_json',
'display_javascript', 'display_pdf', 'DisplayObject', 'TextDisplayObject',
'Pretty', 'HTML', 'Markdown', 'Math', 'Latex', 'SVG', 'ProgressBar', 'JSON',
'GeoJSON', 'Javascript', 'Image', 'set_matplotlib_formats',
'set_matplotlib_close',
'Video']
_deprecated_names = ["display", "clear_output", "publish_display_data", "update_display", "DisplayHandle"]
__all__ = __all__ + _deprecated_names
# ----- warn to import from IPython.display -----
from warnings import warn
def __getattr__(name):
if name in _deprecated_names:
warn(f"Importing {name} from IPython.core.display is deprecated since IPython 7.14, please import from IPython display", DeprecationWarning, stacklevel=2)
return getattr(display_functions, name)
if name in globals().keys():
return globals()[name]
else:
raise AttributeError(f"module {__name__} has no attribute {name}")
#-----------------------------------------------------------------------------
# utility functions
#-----------------------------------------------------------------------------
def _safe_exists(path):
"""Check path, but don't let exceptions raise"""
try:
return os.path.exists(path)
except Exception:
return False
def _display_mimetype(mimetype, objs, raw=False, metadata=None):
"""internal implementation of all display_foo methods
Parameters
----------
mimetype : str
The mimetype to be published (e.g. 'image/png')
*objs : object
The Python objects to display, or if raw=True raw text data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
if metadata:
metadata = {mimetype: metadata}
if raw:
# turn list of pngdata into list of { 'image/png': pngdata }
objs = [ {mimetype: obj} for obj in objs ]
display_functions.display(*objs, raw=raw, metadata=metadata, include=[mimetype])
#-----------------------------------------------------------------------------
# Main functions
#-----------------------------------------------------------------------------
def display_pretty(*objs, **kwargs):
"""Display the pretty (default) representation of an object.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw text data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('text/plain', objs, **kwargs)
def display_html(*objs, **kwargs):
"""Display the HTML representation of an object.
Note: If raw=False and the object does not have a HTML
representation, no HTML will be shown.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw HTML data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('text/html', objs, **kwargs)
def display_markdown(*objs, **kwargs):
"""Displays the Markdown representation of an object.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw markdown data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('text/markdown', objs, **kwargs)
def display_svg(*objs, **kwargs):
"""Display the SVG representation of an object.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw svg data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('image/svg+xml', objs, **kwargs)
def display_png(*objs, **kwargs):
"""Display the PNG representation of an object.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw png data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('image/png', objs, **kwargs)
def display_jpeg(*objs, **kwargs):
"""Display the JPEG representation of an object.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw JPEG data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('image/jpeg', objs, **kwargs)
def display_latex(*objs, **kwargs):
"""Display the LaTeX representation of an object.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw latex data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('text/latex', objs, **kwargs)
def display_json(*objs, **kwargs):
"""Display the JSON representation of an object.
Note that not many frontends support displaying JSON.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw json data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('application/json', objs, **kwargs)
def display_javascript(*objs, **kwargs):
"""Display the Javascript representation of an object.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw javascript data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('application/javascript', objs, **kwargs)
def display_pdf(*objs, **kwargs):
"""Display the PDF representation of an object.
Parameters
----------
*objs : object
The Python objects to display, or if raw=True raw javascript data to
display.
raw : bool
Are the data objects raw data or Python objects that need to be
formatted before display? [default: False]
metadata : dict (optional)
Metadata to be associated with the specific mimetype output.
"""
_display_mimetype('application/pdf', objs, **kwargs)
#-----------------------------------------------------------------------------
# Smart classes
#-----------------------------------------------------------------------------
class DisplayObject(object):
"""An object that wraps data to be displayed."""
_read_flags = 'r'
_show_mem_addr = False
metadata = None
def __init__(self, data=None, url=None, filename=None, metadata=None):
"""Create a display object given raw data.
When this object is returned by an expression or passed to the
display function, it will result in the data being displayed
in the frontend. The MIME type of the data should match the
subclasses used, so the Png subclass should be used for 'image/png'
data. If the data is a URL, the data will first be downloaded
and then displayed.
Parameters
----------
data : unicode, str or bytes
The raw data or a URL or file to load the data from
url : unicode
A URL to download the data from.
filename : unicode
Path to a local file to load the data from.
metadata : dict
Dict of metadata associated to be the object when displayed
"""
if isinstance(data, (Path, PurePath)):
data = str(data)
if data is not None and isinstance(data, str):
if data.startswith('http') and url is None:
url = data
filename = None
data = None
elif _safe_exists(data) and filename is None:
url = None
filename = data
data = None
self.url = url
self.filename = filename
# because of @data.setter methods in
# subclasses ensure url and filename are set
# before assigning to self.data
self.data = data
if metadata is not None:
self.metadata = metadata
elif self.metadata is None:
self.metadata = {}
self.reload()
self._check_data()
def __repr__(self):
if not self._show_mem_addr:
cls = self.__class__
r = "<%s.%s object>" % (cls.__module__, cls.__name__)
else:
r = super(DisplayObject, self).__repr__()
return r
def _check_data(self):
"""Override in subclasses if there's something to check."""
pass
def _data_and_metadata(self):
"""shortcut for returning metadata with shape information, if defined"""
if self.metadata:
return self.data, deepcopy(self.metadata)
else:
return self.data
def reload(self):
"""Reload the raw data from file or URL."""
if self.filename is not None:
encoding = None if "b" in self._read_flags else "utf-8"
with open(self.filename, self._read_flags, encoding=encoding) as f:
self.data = f.read()
elif self.url is not None:
# Deferred import
from urllib.request import urlopen
response = urlopen(self.url)
data = response.read()
# extract encoding from header, if there is one:
encoding = None
if 'content-type' in response.headers:
for sub in response.headers['content-type'].split(';'):
sub = sub.strip()
if sub.startswith('charset'):
encoding = sub.split('=')[-1].strip()
break
if 'content-encoding' in response.headers:
# TODO: do deflate?
if 'gzip' in response.headers['content-encoding']:
import gzip
from io import BytesIO
# assume utf-8 if encoding is not specified
with gzip.open(
BytesIO(data), "rt", encoding=encoding or "utf-8"
) as fp:
encoding = None
data = fp.read()
# decode data, if an encoding was specified
# We only touch self.data once since
# subclasses such as SVG have @data.setter methods
# that transform self.data into ... well svg.
if encoding:
self.data = data.decode(encoding, 'replace')
else:
self.data = data
class TextDisplayObject(DisplayObject):
"""Create a text display object given raw data.
Parameters
----------
data : str or unicode
The raw data or a URL or file to load the data from.
url : unicode
A URL to download the data from.
filename : unicode
Path to a local file to load the data from.
metadata : dict
Dict of metadata associated to be the object when displayed
"""
def _check_data(self):
if self.data is not None and not isinstance(self.data, str):
raise TypeError("%s expects text, not %r" % (self.__class__.__name__, self.data))
class Pretty(TextDisplayObject):
def _repr_pretty_(self, pp, cycle):
return pp.text(self.data)
class HTML(TextDisplayObject):
def __init__(self, data=None, url=None, filename=None, metadata=None):
def warn():
if not data:
return False
#
# Avoid calling lower() on the entire data, because it could be a
# long string and we're only interested in its beginning and end.
#
prefix = data[:10].lower()
suffix = data[-10:].lower()
return prefix.startswith("<iframe ") and suffix.endswith("</iframe>")
if warn():
warnings.warn("Consider using IPython.display.IFrame instead")
super(HTML, self).__init__(data=data, url=url, filename=filename, metadata=metadata)
def _repr_html_(self):
return self._data_and_metadata()
def __html__(self):
"""
This method exists to inform other HTML-using modules (e.g. Markupsafe,
htmltag, etc) that this object is HTML and does not need things like
special characters (<>&) escaped.
"""
return self._repr_html_()
class Markdown(TextDisplayObject):
def _repr_markdown_(self):
return self._data_and_metadata()
class Math(TextDisplayObject):
def _repr_latex_(self):
s = r"$\displaystyle %s$" % self.data.strip('$')
if self.metadata:
return s, deepcopy(self.metadata)
else:
return s
class Latex(TextDisplayObject):
def _repr_latex_(self):
return self._data_and_metadata()
class SVG(DisplayObject):
"""Embed an SVG into the display.
Note if you just want to view a svg image via a URL use `:class:Image` with
a url=URL keyword argument.
"""
_read_flags = 'rb'
# wrap data in a property, which extracts the <svg> tag, discarding
# document headers
_data = None
@property
def data(self):
return self._data
@data.setter
def data(self, svg):
if svg is None:
self._data = None
return
# parse into dom object
from xml.dom import minidom
x = minidom.parseString(svg)
# get svg tag (should be 1)
found_svg = x.getElementsByTagName('svg')
if found_svg:
svg = found_svg[0].toxml()
else:
# fallback on the input, trust the user
# but this is probably an error.
pass
svg = cast_unicode(svg)
self._data = svg
def _repr_svg_(self):
return self._data_and_metadata()
class ProgressBar(DisplayObject):
"""Progressbar supports displaying a progressbar like element
"""
def __init__(self, total):
"""Creates a new progressbar
Parameters
----------
total : int
maximum size of the progressbar
"""
self.total = total
self._progress = 0
self.html_width = '60ex'
self.text_width = 60
self._display_id = hexlify(os.urandom(8)).decode('ascii')
def __repr__(self):
fraction = self.progress / self.total
filled = '=' * int(fraction * self.text_width)
rest = ' ' * (self.text_width - len(filled))
return '[{}{}] {}/{}'.format(
filled, rest,
self.progress, self.total,
)
def _repr_html_(self):
return "<progress style='width:{}' max='{}' value='{}'></progress>".format(
self.html_width, self.total, self.progress)
def display(self):
display_functions.display(self, display_id=self._display_id)
def update(self):
display_functions.display(self, display_id=self._display_id, update=True)
@property
def progress(self):
return self._progress
@progress.setter
def progress(self, value):
self._progress = value
self.update()
def __iter__(self):
self.display()
self._progress = -1 # First iteration is 0
return self
def __next__(self):
"""Returns current value and increments display by one."""
self.progress += 1
if self.progress < self.total:
return self.progress
else:
raise StopIteration()
class JSON(DisplayObject):
"""JSON expects a JSON-able dict or list
not an already-serialized JSON string.
Scalar types (None, number, string) are not allowed, only dict or list containers.
"""
# wrap data in a property, which warns about passing already-serialized JSON
_data = None
def __init__(self, data=None, url=None, filename=None, expanded=False, metadata=None, root='root', **kwargs):
"""Create a JSON display object given raw data.
Parameters
----------
data : dict or list
JSON data to display. Not an already-serialized JSON string.
Scalar types (None, number, string) are not allowed, only dict
or list containers.
url : unicode
A URL to download the data from.
filename : unicode
Path to a local file to load the data from.
expanded : boolean
Metadata to control whether a JSON display component is expanded.
metadata : dict
Specify extra metadata to attach to the json display object.
root : str
The name of the root element of the JSON tree
"""
self.metadata = {
'expanded': expanded,
'root': root,
}
if metadata:
self.metadata.update(metadata)
if kwargs:
self.metadata.update(kwargs)
super(JSON, self).__init__(data=data, url=url, filename=filename)
def _check_data(self):
if self.data is not None and not isinstance(self.data, (dict, list)):
raise TypeError("%s expects JSONable dict or list, not %r" % (self.__class__.__name__, self.data))
@property
def data(self):
return self._data
@data.setter
def data(self, data):
if isinstance(data, (Path, PurePath)):
data = str(data)
if isinstance(data, str):
if self.filename is None and self.url is None:
warnings.warn("JSON expects JSONable dict or list, not JSON strings")
data = json.loads(data)
self._data = data
def _data_and_metadata(self):
return self.data, self.metadata
def _repr_json_(self):
return self._data_and_metadata()
_css_t = """var link = document.createElement("link");
link.rel = "stylesheet";
link.type = "text/css";
link.href = "%s";
document.head.appendChild(link);
"""
_lib_t1 = """new Promise(function(resolve, reject) {
var script = document.createElement("script");
script.onload = resolve;
script.onerror = reject;
script.src = "%s";
document.head.appendChild(script);
}).then(() => {
"""
_lib_t2 = """
});"""
class GeoJSON(JSON):
"""GeoJSON expects JSON-able dict
not an already-serialized JSON string.
Scalar types (None, number, string) are not allowed, only dict containers.
"""
def __init__(self, *args, **kwargs):
"""Create a GeoJSON display object given raw data.
Parameters
----------
data : dict or list
VegaLite data. Not an already-serialized JSON string.
Scalar types (None, number, string) are not allowed, only dict
or list containers.
url_template : string
Leaflet TileLayer URL template: http://leafletjs.com/reference.html#url-template
layer_options : dict
Leaflet TileLayer options: http://leafletjs.com/reference.html#tilelayer-options
url : unicode
A URL to download the data from.
filename : unicode
Path to a local file to load the data from.
metadata : dict
Specify extra metadata to attach to the json display object.
Examples
--------
The following will display an interactive map of Mars with a point of
interest on frontend that do support GeoJSON display.
>>> from IPython.display import GeoJSON
>>> GeoJSON(data={
... "type": "Feature",
... "geometry": {
... "type": "Point",
... "coordinates": [-81.327, 296.038]
... }
... },
... url_template="http://s3-eu-west-1.amazonaws.com/whereonmars.cartodb.net/{basemap_id}/{z}/{x}/{y}.png",
... layer_options={
... "basemap_id": "celestia_mars-shaded-16k_global",
... "attribution" : "Celestia/praesepe",
... "minZoom" : 0,
... "maxZoom" : 18,
... })
<IPython.core.display.GeoJSON object>
In the terminal IPython, you will only see the text representation of
the GeoJSON object.
"""
super(GeoJSON, self).__init__(*args, **kwargs)
def _ipython_display_(self):
bundle = {
'application/geo+json': self.data,
'text/plain': '<IPython.display.GeoJSON object>'
}
metadata = {
'application/geo+json': self.metadata
}
display_functions.display(bundle, metadata=metadata, raw=True)
class Javascript(TextDisplayObject):
def __init__(self, data=None, url=None, filename=None, lib=None, css=None):
"""Create a Javascript display object given raw data.
When this object is returned by an expression or passed to the
display function, it will result in the data being displayed
in the frontend. If the data is a URL, the data will first be
downloaded and then displayed.
In the Notebook, the containing element will be available as `element`,
and jQuery will be available. Content appended to `element` will be
visible in the output area.
Parameters
----------
data : unicode, str or bytes
The Javascript source code or a URL to download it from.
url : unicode
A URL to download the data from.
filename : unicode
Path to a local file to load the data from.
lib : list or str
A sequence of Javascript library URLs to load asynchronously before
running the source code. The full URLs of the libraries should
be given. A single Javascript library URL can also be given as a
string.
css : list or str
A sequence of css files to load before running the source code.
The full URLs of the css files should be given. A single css URL
can also be given as a string.
"""
if isinstance(lib, str):
lib = [lib]
elif lib is None:
lib = []
if isinstance(css, str):
css = [css]
elif css is None:
css = []
if not isinstance(lib, (list,tuple)):
raise TypeError('expected sequence, got: %r' % lib)
if not isinstance(css, (list,tuple)):
raise TypeError('expected sequence, got: %r' % css)
self.lib = lib
self.css = css
super(Javascript, self).__init__(data=data, url=url, filename=filename)
def _repr_javascript_(self):
r = ''
for c in self.css:
r += _css_t % c
for l in self.lib:
r += _lib_t1 % l
r += self.data
r += _lib_t2*len(self.lib)
return r
# constants for identifying png/jpeg data
_PNG = b'\x89PNG\r\n\x1a\n'
_JPEG = b'\xff\xd8'
def _pngxy(data):
"""read the (width, height) from a PNG header"""
ihdr = data.index(b'IHDR')
# next 8 bytes are width/height
return struct.unpack('>ii', data[ihdr+4:ihdr+12])
def _jpegxy(data):
"""read the (width, height) from a JPEG header"""
# adapted from http://www.64lines.com/jpeg-width-height
idx = 4
while True:
block_size = struct.unpack('>H', data[idx:idx+2])[0]
idx = idx + block_size
if data[idx:idx+2] == b'\xFF\xC0':
# found Start of Frame
iSOF = idx
break
else:
# read another block
idx += 2
h, w = struct.unpack('>HH', data[iSOF+5:iSOF+9])
return w, h
def _gifxy(data):
"""read the (width, height) from a GIF header"""
return struct.unpack('<HH', data[6:10])
class Image(DisplayObject):
_read_flags = 'rb'
_FMT_JPEG = u'jpeg'
_FMT_PNG = u'png'
_FMT_GIF = u'gif'
_ACCEPTABLE_EMBEDDINGS = [_FMT_JPEG, _FMT_PNG, _FMT_GIF]
_MIMETYPES = {
_FMT_PNG: 'image/png',
_FMT_JPEG: 'image/jpeg',
_FMT_GIF: 'image/gif',
}
def __init__(
self,
data=None,
url=None,
filename=None,
format=None,
embed=None,
width=None,
height=None,
retina=False,
unconfined=False,
metadata=None,
alt=None,
):
"""Create a PNG/JPEG/GIF image object given raw data.
When this object is returned by an input cell or passed to the
display function, it will result in the image being displayed
in the frontend.
Parameters
----------
data : unicode, str or bytes
The raw image data or a URL or filename to load the data from.
This always results in embedded image data.
url : unicode
A URL to download the data from. If you specify `url=`,
the image data will not be embedded unless you also specify `embed=True`.
filename : unicode
Path to a local file to load the data from.
Images from a file are always embedded.
format : unicode
The format of the image data (png/jpeg/jpg/gif). If a filename or URL is given
for format will be inferred from the filename extension.
embed : bool
Should the image data be embedded using a data URI (True) or be
loaded using an <img> tag. Set this to True if you want the image
to be viewable later with no internet connection in the notebook.
Default is `True`, unless the keyword argument `url` is set, then
default value is `False`.
Note that QtConsole is not able to display images if `embed` is set to `False`
width : int
Width in pixels to which to constrain the image in html
height : int
Height in pixels to which to constrain the image in html
retina : bool
Automatically set the width and height to half of the measured
width and height.
This only works for embedded images because it reads the width/height
from image data.
For non-embedded images, you can just set the desired display width
and height directly.
unconfined : bool
Set unconfined=True to disable max-width confinement of the image.
metadata : dict
Specify extra metadata to attach to the image.
alt : unicode
Alternative text for the image, for use by screen readers.
Examples
--------
embedded image data, works in qtconsole and notebook
when passed positionally, the first arg can be any of raw image data,
a URL, or a filename from which to load image data.
The result is always embedding image data for inline images.
>>> Image('https://www.google.fr/images/srpr/logo3w.png') # doctest: +SKIP
<IPython.core.display.Image object>
>>> Image('/path/to/image.jpg')
<IPython.core.display.Image object>
>>> Image(b'RAW_PNG_DATA...')
<IPython.core.display.Image object>
Specifying Image(url=...) does not embed the image data,
it only generates ``<img>`` tag with a link to the source.
This will not work in the qtconsole or offline.
>>> Image(url='https://www.google.fr/images/srpr/logo3w.png')
<IPython.core.display.Image object>
"""
if isinstance(data, (Path, PurePath)):
data = str(data)
if filename is not None:
ext = self._find_ext(filename)
elif url is not None:
ext = self._find_ext(url)
elif data is None:
raise ValueError("No image data found. Expecting filename, url, or data.")
elif isinstance(data, str) and (
data.startswith('http') or _safe_exists(data)
):
ext = self._find_ext(data)
else:
ext = None
if format is None:
if ext is not None:
if ext == u'jpg' or ext == u'jpeg':
format = self._FMT_JPEG
elif ext == u'png':
format = self._FMT_PNG
elif ext == u'gif':
format = self._FMT_GIF
else:
format = ext.lower()
elif isinstance(data, bytes):
# infer image type from image data header,
# only if format has not been specified.
if data[:2] == _JPEG:
format = self._FMT_JPEG
# failed to detect format, default png
if format is None:
format = self._FMT_PNG
if format.lower() == 'jpg':
# jpg->jpeg
format = self._FMT_JPEG
self.format = format.lower()
self.embed = embed if embed is not None else (url is None)
if self.embed and self.format not in self._ACCEPTABLE_EMBEDDINGS:
raise ValueError("Cannot embed the '%s' image format" % (self.format))
if self.embed:
self._mimetype = self._MIMETYPES.get(self.format)
self.width = width
self.height = height
self.retina = retina
self.unconfined = unconfined
self.alt = alt
super(Image, self).__init__(data=data, url=url, filename=filename,
metadata=metadata)
if self.width is None and self.metadata.get('width', {}):
self.width = metadata['width']
if self.height is None and self.metadata.get('height', {}):
self.height = metadata['height']
if self.alt is None and self.metadata.get("alt", {}):
self.alt = metadata["alt"]
if retina:
self._retina_shape()
def _retina_shape(self):
"""load pixel-doubled width and height from image data"""
if not self.embed:
return
if self.format == self._FMT_PNG:
w, h = _pngxy(self.data)
elif self.format == self._FMT_JPEG:
w, h = _jpegxy(self.data)
elif self.format == self._FMT_GIF:
w, h = _gifxy(self.data)
else:
# retina only supports png
return
self.width = w // 2
self.height = h // 2
def reload(self):
"""Reload the raw data from file or URL."""
if self.embed:
super(Image,self).reload()
if self.retina:
self._retina_shape()
def _repr_html_(self):
if not self.embed:
width = height = klass = alt = ""
if self.width:
width = ' width="%d"' % self.width
if self.height:
height = ' height="%d"' % self.height
if self.unconfined:
klass = ' class="unconfined"'
if self.alt:
alt = ' alt="%s"' % html.escape(self.alt)
return '<img src="{url}"{width}{height}{klass}{alt}/>'.format(
url=self.url,
width=width,
height=height,
klass=klass,
alt=alt,
)
def _repr_mimebundle_(self, include=None, exclude=None):
"""Return the image as a mimebundle
Any new mimetype support should be implemented here.
"""
if self.embed:
mimetype = self._mimetype
data, metadata = self._data_and_metadata(always_both=True)
if metadata:
metadata = {mimetype: metadata}
return {mimetype: data}, metadata
else:
return {'text/html': self._repr_html_()}
def _data_and_metadata(self, always_both=False):
"""shortcut for returning metadata with shape information, if defined"""
try:
b64_data = b2a_base64(self.data, newline=False).decode("ascii")
except TypeError as e:
raise FileNotFoundError(
"No such file or directory: '%s'" % (self.data)) from e
md = {}
if self.metadata:
md.update(self.metadata)
if self.width:
md['width'] = self.width
if self.height:
md['height'] = self.height
if self.unconfined:
md['unconfined'] = self.unconfined
if self.alt:
md["alt"] = self.alt
if md or always_both:
return b64_data, md
else:
return b64_data
def _repr_png_(self):
if self.embed and self.format == self._FMT_PNG:
return self._data_and_metadata()
def _repr_jpeg_(self):
if self.embed and self.format == self._FMT_JPEG:
return self._data_and_metadata()
def _find_ext(self, s):
base, ext = splitext(s)
if not ext:
return base
# `splitext` includes leading period, so we skip it
return ext[1:].lower()
class Video(DisplayObject):
def __init__(self, data=None, url=None, filename=None, embed=False,
mimetype=None, width=None, height=None, html_attributes="controls"):
"""Create a video object given raw data or an URL.
When this object is returned by an input cell or passed to the
display function, it will result in the video being displayed
in the frontend.
Parameters
----------
data : unicode, str or bytes
The raw video data or a URL or filename to load the data from.
Raw data will require passing ``embed=True``.
url : unicode
A URL for the video. If you specify ``url=``,
the image data will not be embedded.
filename : unicode
Path to a local file containing the video.
Will be interpreted as a local URL unless ``embed=True``.
embed : bool
Should the video be embedded using a data URI (True) or be
loaded using a <video> tag (False).
Since videos are large, embedding them should be avoided, if possible.
You must confirm embedding as your intention by passing ``embed=True``.
Local files can be displayed with URLs without embedding the content, via::
Video('./video.mp4')
mimetype : unicode
Specify the mimetype for embedded videos.
Default will be guessed from file extension, if available.
width : int
Width in pixels to which to constrain the video in HTML.
If not supplied, defaults to the width of the video.
height : int
Height in pixels to which to constrain the video in html.
If not supplied, defaults to the height of the video.
html_attributes : str
Attributes for the HTML ``<video>`` block.
Default: ``"controls"`` to get video controls.
Other examples: ``"controls muted"`` for muted video with controls,
``"loop autoplay"`` for looping autoplaying video without controls.
Examples
--------
::
Video('https://archive.org/download/Sita_Sings_the_Blues/Sita_Sings_the_Blues_small.mp4')
Video('path/to/video.mp4')
Video('path/to/video.mp4', embed=True)
Video('path/to/video.mp4', embed=True, html_attributes="controls muted autoplay")
Video(b'raw-videodata', embed=True)
"""
if isinstance(data, (Path, PurePath)):
data = str(data)
if url is None and isinstance(data, str) and data.startswith(('http:', 'https:')):
url = data
data = None
elif data is not None and os.path.exists(data):
filename = data
data = None
if data and not embed:
msg = ''.join([
"To embed videos, you must pass embed=True ",
"(this may make your notebook files huge)\n",
"Consider passing Video(url='...')",
])
raise ValueError(msg)
self.mimetype = mimetype
self.embed = embed
self.width = width
self.height = height
self.html_attributes = html_attributes
super(Video, self).__init__(data=data, url=url, filename=filename)
def _repr_html_(self):
width = height = ''
if self.width:
width = ' width="%d"' % self.width
if self.height:
height = ' height="%d"' % self.height
# External URLs and potentially local files are not embedded into the
# notebook output.
if not self.embed:
url = self.url if self.url is not None else self.filename
output = """<video src="{0}" {1} {2} {3}>
Your browser does not support the <code>video</code> element.
</video>""".format(url, self.html_attributes, width, height)
return output
# Embedded videos are base64-encoded.
mimetype = self.mimetype
if self.filename is not None:
if not mimetype:
mimetype, _ = mimetypes.guess_type(self.filename)
with open(self.filename, 'rb') as f:
video = f.read()
else:
video = self.data
if isinstance(video, str):
# unicode input is already b64-encoded
b64_video = video
else:
b64_video = b2a_base64(video, newline=False).decode("ascii").rstrip()
output = """<video {0} {1} {2}>
<source src="data:{3};base64,{4}" type="{3}">
Your browser does not support the video tag.
</video>""".format(self.html_attributes, width, height, mimetype, b64_video)
return output
def reload(self):
# TODO
pass
@skip_doctest
def set_matplotlib_formats(*formats, **kwargs):
"""
.. deprecated:: 7.23
use `matplotlib_inline.backend_inline.set_matplotlib_formats()`
Select figure formats for the inline backend. Optionally pass quality for JPEG.
For example, this enables PNG and JPEG output with a JPEG quality of 90%::
In [1]: set_matplotlib_formats('png', 'jpeg', quality=90)
To set this in your config files use the following::
c.InlineBackend.figure_formats = {'png', 'jpeg'}
c.InlineBackend.print_figure_kwargs.update({'quality' : 90})
Parameters
----------
*formats : strs
One or more figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'.
**kwargs
Keyword args will be relayed to ``figure.canvas.print_figure``.
"""
warnings.warn(
"`set_matplotlib_formats` is deprecated since IPython 7.23, directly "
"use `matplotlib_inline.backend_inline.set_matplotlib_formats()`",
DeprecationWarning,
stacklevel=2,
)
from matplotlib_inline.backend_inline import (
set_matplotlib_formats as set_matplotlib_formats_orig,
)
set_matplotlib_formats_orig(*formats, **kwargs)
@skip_doctest
def set_matplotlib_close(close=True):
"""
.. deprecated:: 7.23
use `matplotlib_inline.backend_inline.set_matplotlib_close()`
Set whether the inline backend closes all figures automatically or not.
By default, the inline backend used in the IPython Notebook will close all
matplotlib figures automatically after each cell is run. This means that
plots in different cells won't interfere. Sometimes, you may want to make
a plot in one cell and then refine it in later cells. This can be accomplished
by::
In [1]: set_matplotlib_close(False)
To set this in your config files use the following::
c.InlineBackend.close_figures = False
Parameters
----------
close : bool
Should all matplotlib figures be automatically closed after each cell is
run?
"""
warnings.warn(
"`set_matplotlib_close` is deprecated since IPython 7.23, directly "
"use `matplotlib_inline.backend_inline.set_matplotlib_close()`",
DeprecationWarning,
stacklevel=2,
)
from matplotlib_inline.backend_inline import (
set_matplotlib_close as set_matplotlib_close_orig,
)
set_matplotlib_close_orig(close)
|