"""Various display related classes. Authors : MinRK, gregcaporaso, dannystaple """ from os.path import exists, isfile, splitext, abspath, join, isdir from os import walk, sep from IPython.core.display import DisplayObject __all__ = ['Audio', 'IFrame', 'YouTubeVideo', 'VimeoVideo', 'ScribdDocument', 'FileLink', 'FileLinks'] class Audio(DisplayObject): """Create an audio object. When this object is returned by an input cell or passed to the display function, it will result in Audio controls being displayed in the frontend (only works in the notebook). Parameters ---------- data : numpy array, list, unicode, str or bytes Can be one of * Numpy 1d array containing the desired waveform (mono) * Numpy 2d array containing waveforms for each channel. Shape=(NCHAN, NSAMPLES). For the standard channel order, see http://msdn.microsoft.com/en-us/library/windows/hardware/dn653308(v=vs.85).aspx * List of float or integer representing the waveform (mono) * String containing the filename * Bytestring containing raw PCM data or * URL pointing to a file on the web. If the array option is used the waveform will be normalized. If a filename or url is used the format support will be browser dependent. url : unicode A URL to download the data from. filename : unicode Path to a local file to load the data from. embed : boolean Should the audio data be embedded using a data URI (True) or should the original source be referenced. Set this to True if you want the audio to playable later with no internet connection in the notebook. Default is `True`, unless the keyword argument `url` is set, then default value is `False`. rate : integer The sampling rate of the raw data. Only required when data parameter is being used as an array autoplay : bool Set to True if the audio should immediately start playing. Default is `False`. Examples -------- :: # Generate a sound import numpy as np framerate = 44100 t = np.linspace(0,5,framerate*5) data = np.sin(2*np.pi*220*t) + np.sin(2*np.pi*224*t)) Audio(data,rate=framerate) # Can also do stereo or more channels dataleft = np.sin(2*np.pi*220*t) dataright = np.sin(2*np.pi*224*t) Audio([dataleft, dataright],rate=framerate) Audio("http://www.nch.com.au/acm/8k16bitpcm.wav") # From URL Audio(url="http://www.w3schools.com/html/horse.ogg") Audio('/path/to/sound.wav') # From file Audio(filename='/path/to/sound.ogg') Audio(b'RAW_WAV_DATA..) # From bytes Audio(data=b'RAW_WAV_DATA..) """ _read_flags = 'rb' def __init__(self, data=None, filename=None, url=None, embed=None, rate=None, autoplay=False): if filename is None and url is None and data is None: raise ValueError("No image data found. Expecting filename, url, or data.") if embed is False and url is None: raise ValueError("No url found. Expecting url when embed=False") if url is not None and embed is not True: self.embed = False else: self.embed = True self.autoplay = autoplay super(Audio, self).__init__(data=data, url=url, filename=filename) if self.data is not None and not isinstance(self.data, bytes): self.data = self._make_wav(data,rate) def reload(self): """Reload the raw data from file or URL.""" import mimetypes if self.embed: super(Audio, self).reload() if self.filename is not None: self.mimetype = mimetypes.guess_type(self.filename)[0] elif self.url is not None: self.mimetype = mimetypes.guess_type(self.url)[0] else: self.mimetype = "audio/wav" def _make_wav(self, data, rate): """ Transform a numpy array to a PCM bytestring """ import struct from io import BytesIO import wave try: import numpy as np data = np.array(data, dtype=float) if len(data.shape) == 1: nchan = 1 elif len(data.shape) == 2: # In wave files,channels are interleaved. E.g., # "L1R1L2R2..." for stereo. See # http://msdn.microsoft.com/en-us/library/windows/hardware/dn653308(v=vs.85).aspx # for channel ordering nchan = data.shape[0] data = data.T.ravel() else: raise ValueError('Array audio input must be a 1D or 2D array') scaled = np.int16(data/np.max(np.abs(data))*32767).tolist() except ImportError: # check that it is a "1D" list idata = iter(data) # fails if not an iterable try: iter(idata.next()) raise TypeError('Only lists of mono audio are ' 'supported if numpy is not installed') except TypeError: # this means it's not a nested list, which is what we want pass maxabsvalue = float(max([abs(x) for x in data])) scaled = [int(x/maxabsvalue*32767) for x in data] nchan = 1 fp = BytesIO() waveobj = wave.open(fp,mode='wb') waveobj.setnchannels(nchan) waveobj.setframerate(rate) waveobj.setsampwidth(2) waveobj.setcomptype('NONE','NONE') waveobj.writeframes(b''.join([struct.pack(' Your browser does not support the audio element. """ return src.format(src=self.src_attr(),type=self.mimetype, autoplay=self.autoplay_attr()) def src_attr(self): import base64 if self.embed and (self.data is not None): data = base64=base64.b64encode(self.data).decode('ascii') return """data:{type};base64,{base64}""".format(type=self.mimetype, base64=data) elif self.url is not None: return self.url else: return "" def autoplay_attr(self): if(self.autoplay): return 'autoplay="autoplay"' else: return '' class IFrame(object): """ Generic class to embed an iframe in an IPython notebook """ iframe = """ """ def __init__(self, src, width, height, **kwargs): self.src = src self.width = width self.height = height self.params = kwargs def _repr_html_(self): """return the embed iframe""" if self.params: try: from urllib.parse import urlencode # Py 3 except ImportError: from urllib import urlencode params = "?" + urlencode(self.params) else: params = "" return self.iframe.format(src=self.src, width=self.width, height=self.height, params=params) class YouTubeVideo(IFrame): """Class for embedding a YouTube Video in an IPython session, based on its video id. e.g. to embed the video from https://www.youtube.com/watch?v=foo , you would do:: vid = YouTubeVideo("foo") display(vid) To start from 30 seconds:: vid = YouTubeVideo("abc", start=30) display(vid) To calculate seconds from time as hours, minutes, seconds use :class:`datetime.timedelta`:: start=int(timedelta(hours=1, minutes=46, seconds=40).total_seconds()) Other parameters can be provided as documented at https://developers.google.com/youtube/player_parameters#Parameters When converting the notebook using nbconvert, a jpeg representation of the video will be inserted in the document. """ def __init__(self, id, width=400, height=300, **kwargs): self.id=id src = "https://www.youtube.com/embed/{0}".format(id) super(YouTubeVideo, self).__init__(src, width, height, **kwargs) def _repr_jpeg_(self): # Deferred import from urllib.request import urlopen try: return urlopen("https://img.youtube.com/vi/{id}/hqdefault.jpg".format(id=self.id)).read() except IOError: return None class VimeoVideo(IFrame): """ Class for embedding a Vimeo video in an IPython session, based on its video id. """ def __init__(self, id, width=400, height=300, **kwargs): src="https://player.vimeo.com/video/{0}".format(id) super(VimeoVideo, self).__init__(src, width, height, **kwargs) class ScribdDocument(IFrame): """ Class for embedding a Scribd document in an IPython session Use the start_page params to specify a starting point in the document Use the view_mode params to specify display type one off scroll | slideshow | book e.g to Display Wes' foundational paper about PANDAS in book mode from page 3 ScribdDocument(71048089, width=800, height=400, start_page=3, view_mode="book") """ def __init__(self, id, width=400, height=300, **kwargs): src="https://www.scribd.com/embeds/{0}/content".format(id) super(ScribdDocument, self).__init__(src, width, height, **kwargs) class FileLink(object): """Class for embedding a local file link in an IPython session, based on path e.g. to embed a link that was generated in the IPython notebook as my/data.txt you would do:: local_file = FileLink("my/data.txt") display(local_file) or in the HTML notebook, just:: FileLink("my/data.txt") """ html_link_str = "%s" def __init__(self, path, url_prefix='', result_html_prefix='', result_html_suffix='
'): """ Parameters ---------- path : str path to the file or directory that should be formatted url_prefix : str prefix to be prepended to all files to form a working link [default: ''] result_html_prefix : str text to append to beginning to link [default: ''] result_html_suffix : str text to append at the end of link [default: '
'] """ if isdir(path): raise ValueError("Cannot display a directory using FileLink. " "Use FileLinks to display '%s'." % path) self.path = path self.url_prefix = url_prefix self.result_html_prefix = result_html_prefix self.result_html_suffix = result_html_suffix def _format_path(self): fp = ''.join([self.url_prefix,self.path]) return ''.join([self.result_html_prefix, self.html_link_str % (fp, self.path), self.result_html_suffix]) def _repr_html_(self): """return html link to file """ if not exists(self.path): return ("Path (%s) doesn't exist. " "It may still be in the process of " "being generated, or you may have the " "incorrect path." % self.path) return self._format_path() def __repr__(self): """return absolute path to file """ return abspath(self.path) class FileLinks(FileLink): """Class for embedding local file links in an IPython session, based on path e.g. to embed links to files that were generated in the IPython notebook under ``my/data``, you would do:: local_files = FileLinks("my/data") display(local_files) or in the HTML notebook, just:: FileLinks("my/data") """ def __init__(self, path, url_prefix='', included_suffixes=None, result_html_prefix='', result_html_suffix='
', notebook_display_formatter=None, terminal_display_formatter=None, recursive=True): """ See :class:`FileLink` for the ``path``, ``url_prefix``, ``result_html_prefix`` and ``result_html_suffix`` parameters. included_suffixes : list Filename suffixes to include when formatting output [default: include all files] notebook_display_formatter : function Used to format links for display in the notebook. See discussion of formatter functions below. terminal_display_formatter : function Used to format links for display in the terminal. See discussion of formatter functions below. Formatter functions must be of the form:: f(dirname, fnames, included_suffixes) dirname : str The name of a directory fnames : list The files in that directory included_suffixes : list The file suffixes that should be included in the output (passing None meansto include all suffixes in the output in the built-in formatters) recursive : boolean Whether to recurse into subdirectories. Default is True. The function should return a list of lines that will be printed in the notebook (if passing notebook_display_formatter) or the terminal (if passing terminal_display_formatter). This function is iterated over for each directory in self.path. Default formatters are in place, can be passed here to support alternative formatting. """ if isfile(path): raise ValueError("Cannot display a file using FileLinks. " "Use FileLink to display '%s'." % path) self.included_suffixes = included_suffixes # remove trailing slashes for more consistent output formatting path = path.rstrip('/') self.path = path self.url_prefix = url_prefix self.result_html_prefix = result_html_prefix self.result_html_suffix = result_html_suffix self.notebook_display_formatter = \ notebook_display_formatter or self._get_notebook_display_formatter() self.terminal_display_formatter = \ terminal_display_formatter or self._get_terminal_display_formatter() self.recursive = recursive def _get_display_formatter(self, dirname_output_format, fname_output_format, fp_format, fp_cleaner=None): """ generate built-in formatter function this is used to define both the notebook and terminal built-in formatters as they only differ by some wrapper text for each entry dirname_output_format: string to use for formatting directory names, dirname will be substituted for a single "%s" which must appear in this string fname_output_format: string to use for formatting file names, if a single "%s" appears in the string, fname will be substituted if two "%s" appear in the string, the path to fname will be substituted for the first and fname will be substituted for the second fp_format: string to use for formatting filepaths, must contain exactly two "%s" and the dirname will be subsituted for the first and fname will be substituted for the second """ def f(dirname, fnames, included_suffixes=None): result = [] # begin by figuring out which filenames, if any, # are going to be displayed display_fnames = [] for fname in fnames: if (isfile(join(dirname,fname)) and (included_suffixes is None or splitext(fname)[1] in included_suffixes)): display_fnames.append(fname) if len(display_fnames) == 0: # if there are no filenames to display, don't print anything # (not even the directory name) pass else: # otherwise print the formatted directory name followed by # the formatted filenames dirname_output_line = dirname_output_format % dirname result.append(dirname_output_line) for fname in display_fnames: fp = fp_format % (dirname,fname) if fp_cleaner is not None: fp = fp_cleaner(fp) try: # output can include both a filepath and a filename... fname_output_line = fname_output_format % (fp, fname) except TypeError: # ... or just a single filepath fname_output_line = fname_output_format % fname result.append(fname_output_line) return result return f def _get_notebook_display_formatter(self, spacer="  "): """ generate function to use for notebook formatting """ dirname_output_format = \ self.result_html_prefix + "%s/" + self.result_html_suffix fname_output_format = \ self.result_html_prefix + spacer + self.html_link_str + self.result_html_suffix fp_format = self.url_prefix + '%s/%s' if sep == "\\": # Working on a platform where the path separator is "\", so # must convert these to "/" for generating a URI def fp_cleaner(fp): # Replace all occurrences of backslash ("\") with a forward # slash ("/") - this is necessary on windows when a path is # provided as input, but we must link to a URI return fp.replace('\\','/') else: fp_cleaner = None return self._get_display_formatter(dirname_output_format, fname_output_format, fp_format, fp_cleaner) def _get_terminal_display_formatter(self, spacer=" "): """ generate function to use for terminal formatting """ dirname_output_format = "%s/" fname_output_format = spacer + "%s" fp_format = '%s/%s' return self._get_display_formatter(dirname_output_format, fname_output_format, fp_format) def _format_path(self): result_lines = [] if self.recursive: walked_dir = list(walk(self.path)) else: walked_dir = [next(walk(self.path))] walked_dir.sort() for dirname, subdirs, fnames in walked_dir: result_lines += self.notebook_display_formatter(dirname, fnames, self.included_suffixes) return '\n'.join(result_lines) def __repr__(self): """return newline-separated absolute paths """ result_lines = [] if self.recursive: walked_dir = list(walk(self.path)) else: walked_dir = [next(walk(self.path))] walked_dir.sort() for dirname, subdirs, fnames in walked_dir: result_lines += self.terminal_display_formatter(dirname, fnames, self.included_suffixes) return '\n'.join(result_lines)