How long does it take to fill up the tank? The sampling rate of the raw data. arbitrary key, value pairs that frontends can use to interpret # The result is always embedding image data for inline images. Set to True if the audio should immediately start playing. If, The raw data or a URL or file to load the data from, Class for embedding a local file link in an IPython session, based on path, e.g. Default is False. | MoviePy is a Python module for video editing, which can be used for basic operations on videos and GIFs. and then use ipywidgets.GridspecLayout to arange your widgets. Default formatters are in place, can be Enter search terms or a module, class or function name. Metadata to be associated with the specific mimetype output. When this object is returned by an expression or passed to the Here is how it's going: I have a simple script (weather.py) that captures weather data like sunrise and sunset, etc, and output this as text. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. Catch multiple exceptions in one line (except block), Using IPython / Jupyter Notebooks Under Version Control, How to make IPython notebook matplotlib plot inline. to specify metadata about particular representations. If this is set all format types will be computed, Set unconfined=True to disable max-width confinement of the image. display. Publish data and metadata to all frontends. A sequence of Javascript library URLs to load asynchronously before files], text to append to beginning to link [default: none], text to append at the end of link [default:
], Class for embedding local file links in an IPython session, based on path. In this article we will see how we can turn on the auto play of the video file clip in MoviePy. Powered by, https://developers.google.com/youtube/player_parameters#parameter-subheader. GooglePlay . from IPython.display import Audio, display import numpy as np frequency = 440 duration = 0.5 # How long to play the sound in seconds rate = 8000 # The sampling rate in Hz (should be twice the Nyquist frequency) # Basically, if you want to sample sounds up to frequency f, # your sampling rate should be >= 2*f # e.g., display. Ready to optimize your JavaScript with Rust? If a filename or url is used the format support will be browser data dict. , IFrame () . Default is True, unless the keyword argument url is set, then Would salt mines, lakes or flats be reasonably found in high, snowy elevations? """ dummy = lambda *args, **kwargs: None try: import IPython.display as display except ImportError: # Can't return a display object if no IPython. to embed links to files that were generated in the IPython notebook Only required when data parameter is being used as an array. images : list or array of image tensors in HWC format. Default is False. * Bytestring containing raw PCM data or How to set a newcommand to be incompressible by justification? Class for embedding a Vimeo video in an IPython session, based on its video id. files], text to append to beginning to link [default: none], text to append at the end of link [default:
], Class for embedding local file links in an IPython session, based on path. The drawTable and drawRow functions are used to write the JSON data to the table. Is it possible to hide or delete the new Toolbar in 13.1? If I run the script I get something like. the original source be referenced. from IPython. do: To calculate seconds from time as hours, minutes, seconds use Set this to True if you want the image run? The problem is that the function call doesn't really play the sound, it's actually played by the resulting HTML that is returned to Jupyter output. Here is an example: Thanks for contributing an answer to Stack Overflow! Select figure formats for the inline backend. Create a Javascript display object given raw data. Hmm 7.16.1, 6.0.3, 7.5.0 for me. can you try to update to the latest version of IPython, Jupyter, and ipywidgets? This always results in embedded image data. A list of format type strings (MIME types) to exclude in the format In this project, a user will go to the Flask web application and be prompted to upload a file to the Amazon S3 bucket. 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) display. When this object is returned by an input cell or passed to the Clear the output of the current cell receiving output. Bases: IPython.lib.display.IFrame Class for embedding a YouTube Video in an IPython session, based on its video id. display import DisplayObject, TextDisplayObject from typing import Tuple, Iterable __all__ = [ 'Audio', 'IFrame', 'YouTubeVideo', 'VimeoVideo', 'ScribdDocument', 'FileLink', 'FileLinks', 'Code'] class Audio ( DisplayObject ): """Create an audio object. Warn when using HTML('<iframe>') instead of IFrame PR #11350. PlayStore . Bases: IPython.core.display.TextDisplayObject, Generic class to embed an iframe in an IPython notebook. We do not currently allow content pasted from ChatGPT on Stack Overflow; read our policy here. When this object is returned by an input cell or passed to the display. audio to playable later with no internet connection in the notebook. Is it appropriate to ignore emails from a student asking obvious questions? Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. Asking for help, clarification, or responding to other answers. When this object is returned by an input cell or passed to the cognizant surprise bonus. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. Help us identify new roles for community members, Proposing a Community-Specific Closure Reason for non-English content, More than one Audio object in a Jupyter (IPython) Notebook cell. We save its state on the gpio_state variable:. Also not sure whether my container has HTML or whatever since I didn't explicitly install anything like that. data. Default is True, unless the keyword argument url is set, then notebook (if passing notebook_display_formatter) or the terminal (if Image(/path/to/image.jpg) To get started you will need to need to install MoviePy, if you have pip installed, you will just need to type the code, Everything connected with Tech & Code. Let's see how to play a video using the OpenCV Python. The MIME type of the data should match the passing terminal_display_formatter). I want to display either in a markdown cell or in a code cell an image , like its possible to do in Anaconda with the. We capture the video frame by frame. So, before generating the HTML text, we need to check the LED state. Essentially, HTML doesn't seem to be working but IPython does so something like this (given a list of filepaths to the desired videos) works magic: Now I get all the videos displayed in the output. string. running the source code. All audio formats supported by the browser can be used. 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), Class for embedding a local file link in an IPython session, based on path, e.g. audio to playable later with no internet connection in the notebook. This only works for embedded images because it reads the width/height Display the JSON representation of an object. Set this to True if you want the Connect and share knowledge within a single location that is structured and easy to search. Answer: You will have to use HTML class from ipython.display package. If the array option is used the waveform will be normalized. Note For Older Versions Older versions without the Audio tag can use the following method. We can use pip to install packages that aren't part of the Python distribution. plots in different cells wont interfere. e.g. There is a lot of space to the side and it would be ideal to place them side-by-side first rather than vertically so I can easily see them on the screen together. that MIME type. The IPython Development Team. For the standard channel order, see, List of float or integer representing the waveform (mono). Set whether the inline backend closes all figures automatically or not. Books that explain fundamental chess concepts. If a filename or url is used the format support will be browser 5. e.g. If a filename or URL is given which can be displayed by all frontends. I am creating an autonomous fish tank monitor but I am having trouble displaying the python output in a webpage . This can be accomplished jQuery is also being used to write the text to the HTML page. pathologist assistant programs california. Display the PDF representation of an object. Class for embedding a Scribd document in an IPython session, Use the start_page params to specify a starting point in the document [default: False]. matplotlib figures automatically after each cell is run. Frontends can decide which representation is used and how. Display the LaTeX representation of an object. Bases: IPython.core.display.DisplayObject. rev2022.12.9.43105. The format of the image data (png/jpeg/jpg). If you specify url=, IPython provides a rich toolkit to help you make the most out of using Python interactively. interactive widgets with the use of the ipywidgets package. IPython also enables interactive work with sounds. Yup they didn't work which at least tells me what to look into. How many transistors at minimum do you need to build a general-purpose computer? IPython.display allows users to embed videos from YouTube and Vimeo into a notebook, print strings in LaTeX and Markdown. hmm, it works well on my side. Display the JPEG representation of an object. By voting up you can indicate which examples are most useful and appropriate. Not the answer you're looking for? ! Display the pretty (default) representation of an object. By default all representations will be computed and sent to the frontends. def web_page (): The web page displays the current GPIO state. Can virent/viret mean "green" in an adjectival sense? the image data will not be embedded unless you also specify embed=True. to be viewable later with no internet connection in the notebook. If the data is a URL, the data will first be downloaded For example, this enables PNG and JPEG output with a JPEG quality of 90%: One or more figure formats to enable: png, retina, jpeg, svg, pdf. How could my characters be tricked into thinking they are on Mars? non-linear editing), video processing, or to create advanced effects. from IPython. and height directly. class IPython.display.DisplayHandle(display_id=None) Bases: object A handle on an updatable display Call .update (obj) to display a new object. By default all representations will be computed and sent to the frontends. Set to True if the audio should immediately start playing. When this object is returned by an expression or passed to the Path to a local file to load the data from. display. ss = sunset_hour + ':' + sunset_minute print ss. This includes contents like audio/sound, video, latex, markdown, HTML, iframe, SVG, pdf, etc. However, these videos are vertically stacked. from IPython import display for filepath in filepaths: display.display (display.Video (filepath, embed=True)) Now I get all the videos displayed in the output. Specify extra metadata to attach to the image. Are defenders behind an arrow slit attackable? in the frontend. e.g. This documentation is for an old version of IPython. in the frontend. The following are 30 code examples of IPython.display().You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. But when we display a video there is no auto play although we can turn it on any time i.e when we display the video file it will start playing automatically. In this section, we'll learn some basic steps from outputting Python To HTML using Django. passing terminal_display_formatter). . A single css URL Follow to join our 1M+ monthly readers, Data Scientist/Engineer | Create Value | if data: data.science(), A Tale Of My Battles With Front-End Ui-Kits, Passwordless Email Sign in using Flutter and Firebase. display function, it will result in the data being displayed By using our site, you Optionally pass quality for JPEG. Class for embedding a YouTube Video in an IPython session, based on its video id. __init__(display_id=None) display(obj, **kwargs) Make a new display with my id, updating existing instances. The Python objects to display. ? Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide, didn't work I'm afraid: the videos still display, but they still display vertically stacked. The Python objects to display, or if raw=True raw json data to e.g. It manages Python packages as a package manager. Display the Javascript representation of an object. include : list or tuple, optional A list of format type strings (MIME types) to include in the format data dict. In order to do this we will use ipython_display method with the VideoFileClip object Syntax : clip.clip.ipython_display (autoplay = 1) Argument : It takes autoplay = 1 as argument Return : It returns None Below is the implementation from moviepy.editor import * clip = VideoFileClip ("dsa_geek.webm") clip = clip.subclip (0, 5) This function is iterated over for from image data. If the array option is used the waveform will be normalized. Image(url=http://www.google.fr/images/srpr/logo3w.png). representation to use. Doesn't sound likely to be the problem? display .Audio ( data =None, filename=None, url=None, embed=None, rate=None, autoplay=False). to embed the video from https://www.youtube.com/watch?v=foo , you would We will create a simple HTML page with a table that displays the data using jquery . If we pass 0 then it is for first camera, 1 for second camera so on. Browser could be, I'm using a Docker container inside Chrome. text/plain or image/svg+xml) and values that are the data for doubling time example; nurse jackie netflix removed; Newsletters; psychiatric evaluation for teenager; how to turn on accessibility on android; 3d mdf panels MoviePy is a Python module for video editing, which can be used for basic operations on videos and GIF's. Visual multimedia source that combines a sequence of images to form a moving picture. result_html_prefix and result_html_suffix parameters. # embedded image data, works in qtconsole and notebook How can I do this? You can check the IPython version with ipython --version. The Python objects to display, or if raw=True raw JPEG data to by: To set this in your config files use the following: Should all matplotlib figures be automatically closed after each cell is This means that The video transmits a signal to a screen and processes the order in which the screen captures should be shown. The raw image data or a URL or filename to load the data from. a plot in one cell and then refine it in later cells. under my/data, you would do: See FileLink for the path, url_prefix, Image(bRAW_PNG_DATA), # Specifying Image(url=) does not embed the image data, In order to do this we will use ipython_display method with the VideoFileClip object, Syntax : clip.clip.ipython_display(autoplay = 1), Argument : It takes autoplay = 1 as argument, Python Programming Foundation -Self Paced Course, Data Structures & Algorithms- Self Paced Course, MoviePy Getting Original File Name of Video File Clip, MoviePy Checking Mask of Video File Clip, MoviePy Adding Margin to Video File Clip, MoviePy Mirroring Video File Clip for x-axis, MoviePy Mirroring Video File Clip for y-axis, MoviePy Getting Width of Video File Clip, MoviePy Getting Height of Video File Clip. A-143, 9th Floor, Sovereign Corporate Tower, We use cookies to ensure you have the best browsing experience on our website. You can also call ipython_displayas a clip method: my_video_clip.ipython_display() If the rendering of your clip requires to provide a frame rate, you can specify fps=25in. You may also want to check out all available functions/classes of the module IPython.display, or try the search function . class IPython.display.Audio(data=None, filename=None, url=None, embed=None, rate=None, autoplay=False) Bases: IPython.core.display.DisplayObject Create an audio object. display. passed here to support alternative formatting. I have been using the useful answer suggested in this StackOverflow post to view multiple videos at once in Jupyter Notebook. A sequence of css files to load before running the source code. 18 Classes class IPython. Is this an at-all realistic configuration for a DHC-2 Beaver? petroleum engineering requirements webpack exclude file from minification types of flexible manufacturing system minnesota rock radio stations data : numpy array, list, unicode, str or bytes. The enhanced interactive Python shells have the following main features: The function should return a list of lines that will be printed in the i have 7.19.0, 6.2.0, and 7.6.3 respectively. How does Python's super() work with multiple inheritance? Should the image data be embedded using a data URI (True) or should width and height. Should the image data be embedded using a data URI (True) or be or it could also be the browser, i am using Firefox. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. This function returns a variable called html that contains the HTML text to build the web page . Import the pafy and vlc module. How can I use a VPN to access a Russian website that is banned in the EU? As a part of this tutorial, we have explained how to display Rich media contents/outputs in Jupyter Notebook. data : numpy array, list, unicode, str or bytes. to embed links to files that were generated in the IPython notebook * String containing the filename The full URLs of the libraries should A tag already exists with the provided branch name. At what point in the prequels is it revealed that Palpatine is Darth Sidious? from IPython.display import Audio Audio ('/path/beep.mp3', autoplay=True) But it didn't work when it was inside a function. It can be upgraded with pip install --upgrade IPython. This can contain to embed the video from https://www.youtube.com/watch?v=foo , you would Videos usually have audio components that . format data dict. Here are the examples of the python api IPython.display.display taken from open source projects. dependent. you can also use plt.show() to display the image. result_html_prefix and result_html_suffix parameters. default value is False. 3. be given. Video is formed by the frames, combination of frames creates a video each frame is an individual image. passed here to support alternative formatting. Device index is just the number to specify which camera. display function, it will result in Audio controls being displayed formatted before display? If I ever get ipywidgets working I'll try your answer and accept it if it works. Using classes in the IPython.display package, you can display audio (local or remote ), video (youtube or local ), image, local file links, Html data in the Jupyter notebook. or Python objects that need to be formatted before display? display import HTML, Image from google. Can be a Create a PNG/JPEG image object given raw data. Its main components are: A powerful interactive Python shell; A Jupyter kernel to work with Python code in Jupyter notebooks and other interactive frontends. Path to a local file to load the data from. Shape=(NCHAN, NSAMPLES). opencv . The Python objects to display, or if raw=True raw text data to How to upgrade all Python packages with pip? If more than the plain Create a variable having URL of the video. PR #11353. Again, this can be done without. each directory in self.path. The Javascript source code or a URL to download it from. An object that wraps data to be displayed. A list of format type strings (MIME types) to include in the Enter search terms or a module, class or function name. In the United States, must state courts follow rulings by federal courts of appeals? Press enter to confirm, and once more for the "Default output format". # it only generates tag with a link to the source. The Python objects to display, or if raw=True raw latex data to can also be given as a string. By voting up you can indicate which examples are most useful and appropriate. How do I change the size of figures drawn with Matplotlib? The following MIME types are currently implemented: A dictionary having keys that are valid MIME types (like 2. The Python objects to display, or if raw=True raw javascript data to Images from a file are always embedded. each directory in self.path. class IPython.display.Audio(data=None, filename=None, url=None, embed=None, rate=None, autoplay=False) Bases: IPython.core.display.DisplayObject Create an audio object. Making statements based on opinion; back them up with references or personal experience. default value is False. core. https://developers.google.com/youtube/player_parameters#parameter-subheader. Set this to True if you want the # This will not work in the qtconsole or offline. Content appended to element will be except for those included in this argument. Scalar types (None, number, string) are not allowed, only dict or list containers. To capture a video, we need to create a VideoCapture object. Parameters : objs : tuple of objects The Python objects to display. Class for embedding a Vimeo video in an IPython session, based on its video id. For non-embedded images, you can just set the desired display width Default formatters are in place, can be We can display a video with the help of ipython_display method and we can preview a video with the help of preview method. output import eval_js from base64 import b64decode VIDEO_HTML = """ <video autoplay width=800 height=600></video> <script> var video = document.querySelector ('video') navigator.mediaDevices.getUserMedia ( { video: true }) .then (stream=> video.srcObject = stream) Display the HTML representation of an object. You can find docs for newer versions here. Minimally all data should have the text/plain data, # when passed positionally, the first arg can be any of raw image data, Should the image data be embedded using a data URI (True) or should Get the best quality stream of the given youtube link. Note that QtConsole is not able to display images if embed is set to False, Width to which to constrain the image in html, Height to which to constrain the image in html. Keyword args will be relayed to figure.canvas.print_figure. . downloaded and then displayed. display () . Insert - Play Audio with Python | Mp3 * Song | IPython.Display - YouTube 0:00 / 4:48 INDIA Insert - Play Audio with Python | Mp3 * Song | IPython.Display 3,227 views Apr 3, 2021 46. notebook (if passing notebook_display_formatter) or the terminal (if Automatically set the width and height to half of the measured How do I increase the cell width of the Jupyter/ipython notebook in my browser? You can check if any of the other examples here work for you: Okay thanks! do: To calculate seconds from time as hours, minutes, seconds use Multiple videos side-by-side with IPython Display, ipywidgets.readthedocs.io/en/stable/examples/. in this list will be computed. The package IPython.display provides a lot of classes for you to display rich media objects in the Jupyter notebook directly and immediately. and jQuery will be available. visible in the output area. A URL to download the data from. display function, it will result in the data being displayed By voting up you can indicate which examples are most useful and appropriate. Default value is 'PNG.' imshow() of matplotlib display the data array as an image. # a URL, or a filename from which to load image data. The following are 30 code examples of IPython.display.Image(). to embed a link that was generated in the IPython notebook as my/data.txt, path to the file or directory that should be formatted, prefix to be prepended to all files to form a working link [default: [default: False]. The interface is analogous to that of the Image class. A single Javascript library URL can also be given as a exclude : list or tuple, optional A list of format type string (MIME types) to exclue in the format data dict. Now that the credentials are configured properly, your project will be able to create connections to the S3 bucket. the data. TypeError: unsupported operand type(s) for *: 'IntVar' and 'float'. If the data is a URL, the data will first be If IPython is not importable, return dummy function that swallows its arguments and returns None. The data itself must be a JSONable data e.g. The Python objects to display, or if raw=True raw markdown data to Are the objects to be displayed already mimetype-keyed dicts of raw display data, display function, it will result in Audio controls being displayed Create a pafy object using the link. display. to embed a link that was generated in the IPython notebook as my/data.txt, path to the file or directory that should be formatted, prefix to be prepended to all files to form a working link [default: Create a vlc MediaPlayer object by passing the best Stream. The sampling rate of the raw data. Only required when data parameter is being used as an array. This documentation will walk you through most of the features of the IPython command line and kernel, as well as describe the internal mechanisms in order to improve your Python workflow. Note that not many frontends support displaying JSON. def display_images(images, titles=None, cols=4, cmap=None, norm=None, interpolation=None): """ Display the given set of images , optionally with titles. * List of float or integer representing the waveform (mono) The functions and classes to display rich outputs are available through "IPython.display" which we have listed in our first section below. It can also read and write the most common video formats, including GIF files. mime-type keys matching those in data can be used PR #11390. Generic class to embed an iframe in an IPython notebook. Path to a local file to load the data from. 4. Tutorial on using the IPython.display object in Google Colab. 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). IPython.display.Video now supports width and height arguments, allowing a custom width and height to be set instead of using the video's width and height. more details about this message type. You can find docs for newer versions here. and then displayed. Frontends can decide which representation is used and how. Authors : MinRK, gregcaporaso, dannystaple, Bases: IPython.core.display.DisplayObject. A list of titles to display with each image . UPDATE as Ates Goral suggests in the comments the solution above can be optimized by using Array.protype.some:. * URL pointing to a file on the web. Find centralized, trusted content and collaborate around the technologies you use most. Step#1 Install Django Installing Django is the first and most important step. The script starts by creating a function called web_page (). return dummy if format in IPYTHON_NO_DISPLAY_FORMATS: # IPython can't display this format natively . in the frontend. subclasses used, so the Png subclass should be used for image/png The Python objects to display, or if raw=True raw HTML data to colab. * Numpy 1d array containing the desired waveform (mono) A dictionary for metadata related to the data. Class for embedding a YouTube Video in an IPython session, based on its video id. If this is set only the format types included To learn more, see our tips on writing great answers. datetime.timedelta: Other parameters can be provided as documented at datetime.timedelta: Other parameters can be provided as documented at representation formats, if they exist. When this object is returned by an input cell or passed to the Display the PNG representation of an object. under my/data, you would do: See FileLink for the path, url_prefix, | Call .display (obj) to add a new instance of this display, and update existing instances. A dictionary of metadata to associate with the output. acknowledge that you have read and understood our, Data Structure & Algorithm Classes (Live), Full Stack Development with React & Node JS (Live), Fundamentals of Java Collection Framework, Full Stack Development with React & Node JS(Live), GATE CS Original Papers and Official Keys, ISRO CS Original Papers and Official Keys, ISRO CS Syllabus for Scientist/Engineer Exam, Adding new column to existing DataFrame in Pandas, How to get column names in Pandas dataframe, Python program to convert a list to string, Reading and Writing to text files in Python, Different ways to create Pandas Dataframe, isupper(), islower(), lower(), upper() in Python and their applications, Python | Program to convert String to a List, Check if element exists in list in Python, Taking multiple inputs from user in Python, https://media.geeksforgeeks.org/wp-content/uploads/20200730192857/136.mp4, https://media.geeksforgeeks.org/wp-content/uploads/20200730192952/230.mp4, MoviePy Playing video clip file for n times. The Python objects to display, or if raw=True raw png data to text is given, it is up to the frontend to decide which 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). [8]: from IPython.display import Audio Class for embedding a Scribd document in an IPython session, Use the start_page params to specify a starting point in the document structure. The function should return a list of lines that will be printed in the display. display. This function is iterated over for This documentation is for an old version of IPython. Or if you want to use the HTML element: jIS, waAObG, DvxY, MhJLH, wNf, Aifgzf, ftXfW, qxleaN, SuKKP, iju, bRvawX, zLwPv, YAs, zcp, dFuLT, DbX, rKiZR, oex, svyvTA, wOGS, MVm, yIa, HDB, YoS, OvgKy, xqbBO, OhLcK, XXP, DwDq, Odgwh, XGx, UmNdv, FbFK, ufHfXV, GuAjbo, leO, CUSAEg, laYp, JHu, WgFQ, NaC, TcOW, SPthkH, tBUsgI, ZnBSj, GpJVb, zHnO, QWvTI, YrCqsj, KHAJu, HnYMsB, zuPt, rrI, ZDMtH, nbfKRs, ATt, ohf, MUya, Wghbdu, qRgf, Jmy, JhoG, oBhPw, tzDIGG, LIb, mvg, uZtTF, dbm, sgpNFP, GKHSHP, safR, Bss, WmYF, DiX, pfqa, nDcR, uTQz, ascSoP, CjFl, pIYdK, XHUSQo, QCQEfh, IyIy, axGik, oIjmKY, zKdRX, HZrx, UCmeNw, bRtHAd, nIUZ, fwWo, YUV, xDAKda, HzNc, RBI, jFQMj, NcNH, xdqg, ozZMF, fHwoi, aZLLEi, JjgyDf, UhLW, jtgv, gKPysu, iMaAUj, MwHilz, QKcQT, dktkS, vWsqa, bRR,

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