From 80170c183794168968ae9c435d0683e4f2ef6acd Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Wed, 2 Oct 2024 11:35:24 +0000 Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20mschelti?= =?UTF-8?q?enne/stimuli@20f2599ae919d00923f946d4e294b1b82f9e4bdc=20?= =?UTF-8?q?=F0=9F=9A=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitignore | 2 + .nojekyll | 0 .../30_apply_a_window.py | 113 +++ .../40_sychronize_sound_and_trigger.ipynb | 61 ++ .../30_apply_a_window.ipynb | 140 +++ .../10_base_sounds.py | 122 +++ .../10_base_sounds.zip | Bin 0 -> 11022 bytes .../20_colored_noise.zip | Bin 0 -> 6366 bytes .../tutorials_jupyter.zip | Bin 0 -> 19606 bytes .../20_colored_noise.py | 63 ++ .../40_sychronize_sound_and_trigger.zip | Bin 0 -> 3516 bytes .../10_base_sounds.ipynb | 230 +++++ .../30_apply_a_window.zip | Bin 0 -> 9888 bytes .../20_colored_noise.ipynb | 97 ++ .../tutorials_python.zip | Bin 0 -> 11142 bytes 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generated/tutorials/index.html create mode 100644 generated/tutorials/sg_execution_times.html create mode 100644 genindex.html create mode 100644 index.html create mode 100644 objects.inv create mode 100644 search.html create mode 100644 searchindex.js create mode 100644 sg_execution_times.html diff --git a/.gitignore b/.gitignore new file mode 100644 index 00000000..a0090b46 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +# macOS +.DS_Store diff --git a/.nojekyll b/.nojekyll new file mode 100644 index 00000000..e69de29b diff --git a/_downloads/0d95c47479bb83aaf162357584d36ccd/30_apply_a_window.py b/_downloads/0d95c47479bb83aaf162357584d36ccd/30_apply_a_window.py new file mode 100644 index 00000000..638da8b0 --- /dev/null +++ b/_downloads/0d95c47479bb83aaf162357584d36ccd/30_apply_a_window.py @@ -0,0 +1,113 @@ +""" +============== +Apply a window +============== + +.. include:: ../../links.inc + +In signal processing and statistics, a window function (also known as an +apodization function or tapering function) is a mathematical function that is +zero-valued outside of some chosen interval, normally symmetric around the +middle of the interval, usually near a maximum in the middle, and usually +tapering away from the middle. Mathematically, when another function or +waveform/data-sequence is "multiplied" by a window function, the product is +also zero-valued outside the interval: all that is left is the part where they +overlap, the "view through the window". + +Source: `Wikipedia `_ + +A sound waveform might have an abrupt onset or offset. It is often preferred to +apply a window to ramp up and ramp down the volume. +""" + +# %% + +# sphinx_gallery_thumbnail_number = 3 + +import numpy as np +from matplotlib import pyplot as plt +from scipy.signal.windows import tukey + +from stimuli.audio import Tone + +# %% +# +# In this tutorial, we will create a pure tone auditory stimuli and apply a +# window with a linear ramp-up and a linear ramp-down to smooth the onset and +# offset. + +# %% +# Create a pure tone +# ------------------ +# +# To create the stimuli, we create a :class:`~stimuli.audio.Tone` object with +# a given volume and frequency. + +sound = Tone(frequency=200, volume=10, duration=0.1) + +# %% +# By default, a generated signal will have a rectangular window applied. A +# recctangular window is equal to 0 outside of the signal definition range, and +# to 1 inside. We can plot the waveform of one of the channels: + +# draw the waveform +_, ax = sound.plot() +ax.set_title("Waveform - Rectangular window") + +# overlay a rectangular window +# note: for demonstration purposes, we make the window 20% longer than the +# signal by extending it by 10% before and after the signal. +extension = int(0.1 * sound.times.size) +window = np.zeros(extension + sound.times.size + extension) +window[extension + 1 : extension + sound.times.size] = 1 / sound.volume +# determine the timestamps associated to each sample in the window (ms) +window_times = np.arange(0, 1 / sound.sample_rate * window.size, 1 / sound.sample_rate) +window_times -= extension / sound.sample_rate +# draw the window +ax.plot(window_times, window, color="crimson") +plt.show() + +# %% +# Create a different window +# ------------------------- +# +# For this tutorial, we will define a window with a ramp from ``0`` to ``1`` +# during the first 10% of the total duration, and a ramp from ``1`` to ``0`` +# during the last 10% of the total duration. A correctly defined window is a +# 1D `~numpy.array` with the same number of samples as the sound. + +window = np.ones(sound.times.size) +n_samples_ramp = int(0.1 * sound.times.size) +ramp = np.linspace(start=0, stop=1, num=n_samples_ramp) +window[:n_samples_ramp] = ramp +window[-n_samples_ramp:] = ramp[::-1] + +# %% +# Change the window +# ----------------- +# +# We can change the applied window by setting the property ``window``. + +sound.window = window + +# draw the modified sound and the window +_, ax = sound.plot() +ax.set_title("Waveform - Ramp onset/offset window") +ax.plot(sound.times, window / sound.volume, color="crimson") # overlay the window +plt.show() + +# %% +# Scipy windows +# ------------- +# +# `scipy`_ has many windows implemented in :mod:`scipy.signal.windows`. For instance +# we can use a Tukey window with the function `~scipy.signal.windows.tukey`. + +window = tukey(sound.times.size) +sound.window = window + +# draw the modified sound and the window +_, ax = sound.plot() +ax.set_title("Waveform - Tukey window") +ax.plot(sound.times, window / sound.volume, color="crimson") # overlay the window +plt.show() diff --git a/_downloads/23dcf1a3cfcdf770fbf9a4983f0a29ed/40_sychronize_sound_and_trigger.ipynb b/_downloads/23dcf1a3cfcdf770fbf9a4983f0a29ed/40_sychronize_sound_and_trigger.ipynb new file mode 100644 index 00000000..f3512f50 --- /dev/null +++ b/_downloads/23dcf1a3cfcdf770fbf9a4983f0a29ed/40_sychronize_sound_and_trigger.ipynb @@ -0,0 +1,61 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Synchronize sound and trigger\n\nOften, a trigger must be emitted simultenously with a sound onset, with as little delay\nand jitter as possible. With ``stimuli``, similarly to ``psychtoolbox``, the key concept\nis to schedule the sound.\n\nFirst, let's have a look at our default device latency.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import sounddevice as sd\n\nfrom stimuli.audio import SoundAM\nfrom stimuli.time import sleep\nfrom stimuli.triggers import MockTrigger\n\nidx = sd.default.device[\"output\"]\nprint(f\"Low-latency (s): {sd.query_devices()[idx]['default_low_output_latency']}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we can schedule a sound with the argument ``when`` which will use the clock\nprovided in the argument ``clock`` to schedule the sound. Then, we wait for this\nduration to elapse before sending the trigger.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "trigger = MockTrigger() # replace with your trigger object\nsound = SoundAM(\n frequency_carrier=1000,\n frequency_modulation=40,\n method=\"dsbsc\",\n volume=10,\n duration=1,\n)\nsound.play(when=0.5, blocking=False)\nsleep(0.5)\ntrigger.signal(1)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/_downloads/5cd9f36d95a835433df7ed54eca518a8/30_apply_a_window.ipynb b/_downloads/5cd9f36d95a835433df7ed54eca518a8/30_apply_a_window.ipynb new file mode 100644 index 00000000..439cb6a5 --- /dev/null +++ b/_downloads/5cd9f36d95a835433df7ed54eca518a8/30_apply_a_window.ipynb @@ -0,0 +1,140 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Apply a window\n\n.. include:: ../../links.inc\n\nIn signal processing and statistics, a window function (also known as an\napodization function or tapering function) is a mathematical function that is\nzero-valued outside of some chosen interval, normally symmetric around the\nmiddle of the interval, usually near a maximum in the middle, and usually\ntapering away from the middle. Mathematically, when another function or\nwaveform/data-sequence is \"multiplied\" by a window function, the product is\nalso zero-valued outside the interval: all that is left is the part where they\noverlap, the \"view through the window\".\n\nSource: [Wikipedia](https://en.wikipedia.org/wiki/Window_function)\n\nA sound waveform might have an abrupt onset or offset. It is often preferred to\napply a window to ramp up and ramp down the volume.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import numpy as np\nfrom matplotlib import pyplot as plt\nfrom scipy.signal.windows import tukey\n\nfrom stimuli.audio import Tone" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this tutorial, we will create a pure tone auditory stimuli and apply a\nwindow with a linear ramp-up and a linear ramp-down to smooth the onset and\noffset.\n\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create a pure tone\n\nTo create the stimuli, we create a :class:`~stimuli.audio.Tone` object with\na given volume and frequency.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "sound = Tone(frequency=200, volume=10, duration=0.1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "By default, a generated signal will have a rectangular window applied. A\nrecctangular window is equal to 0 outside of the signal definition range, and\nto 1 inside. We can plot the waveform of one of the channels:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# draw the waveform\n_, ax = sound.plot()\nax.set_title(\"Waveform - Rectangular window\")\n\n# overlay a rectangular window\n# note: for demonstration purposes, we make the window 20% longer than the\n# signal by extending it by 10% before and after the signal.\nextension = int(0.1 * sound.times.size)\nwindow = np.zeros(extension + sound.times.size + extension)\nwindow[extension + 1 : extension + sound.times.size] = 1 / sound.volume\n# determine the timestamps associated to each sample in the window (ms)\nwindow_times = np.arange(0, 1 / sound.sample_rate * window.size, 1 / sound.sample_rate)\nwindow_times -= extension / sound.sample_rate\n# draw the window\nax.plot(window_times, window, color=\"crimson\")\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create a different window\n\nFor this tutorial, we will define a window with a ramp from ``0`` to ``1``\nduring the first 10% of the total duration, and a ramp from ``1`` to ``0``\nduring the last 10% of the total duration. A correctly defined window is a\n1D `~numpy.array` with the same number of samples as the sound.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "window = np.ones(sound.times.size)\nn_samples_ramp = int(0.1 * sound.times.size)\nramp = np.linspace(start=0, stop=1, num=n_samples_ramp)\nwindow[:n_samples_ramp] = ramp\nwindow[-n_samples_ramp:] = ramp[::-1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Change the window\n\nWe can change the applied window by setting the property ``window``.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "sound.window = window\n\n# draw the modified sound and the window\n_, ax = sound.plot()\nax.set_title(\"Waveform - Ramp onset/offset window\")\nax.plot(sound.times, window / sound.volume, color=\"crimson\") # overlay the window\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Scipy windows\n\n`scipy`_ has many windows implemented in :mod:`scipy.signal.windows`. For instance\nwe can use a Tukey window with the function `~scipy.signal.windows.tukey`.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "window = tukey(sound.times.size)\nsound.window = window\n\n# draw the modified sound and the window\n_, ax = sound.plot()\nax.set_title(\"Waveform - Tukey window\")\nax.plot(sound.times, window / sound.volume, color=\"crimson\") # overlay the window\nplt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/_downloads/675b7bca8802f0a50427069cf96a827c/10_base_sounds.py b/_downloads/675b7bca8802f0a50427069cf96a827c/10_base_sounds.py new file mode 100644 index 00000000..bda1a863 --- /dev/null +++ b/_downloads/675b7bca8802f0a50427069cf96a827c/10_base_sounds.py @@ -0,0 +1,122 @@ +""" +=========== +Base sounds +=========== + +``stimuli`` provides a common API for audio stimuli. The audio +stimuli can be either generated or loaded. A generated stimuli can be exported. +The volume, duration and other properties can be set when creating the stimuli +or updated between plays. +""" + +# %% + +from pathlib import Path +from tempfile import TemporaryDirectory + +from matplotlib import pyplot as plt + +from stimuli.audio import Sound, Tone + +# sphinx_gallery_thumbnail_number = 1 + +# %% +# +# In this tutorial, we will create, edit, save and load a pure tone auditory +# stimuli. A pure tone is a signal with a sinusoidal waveform, that is a sine +# wave of any frequency, phase-shift and amplitude. +# +# Source: `Wikipedia `_ + +# %% +# Create and edit a pure tone +# --------------------------- +# +# To create the stimuli, we create a :class:`~stimuli.audio.Tone` object with +# a given volume and frequency. + +sound = Tone(frequency=440, volume=10, duration=1) # La - A440 + +# %% +# We can listen to the sound we created with :meth:`~stimuli.audio.Tone.play`. + +sound.play(blocking=True) + +# %% +# We can edit the sound properties by replacing the value in the properties. +# For instance, let's increase the volume and change the frequency. + +sound.volume = 50 # percentage between 0 and 100 +sound.frequency = 1000 # Hz + +# %% +# The sound is updated each time an attribute is changed. + +sound.play(blocking=True) + +# %% +# Export/Load a sound +# ------------------- +# +# We can export a sound with :meth:`~stimuli.audio.Tone.save` and load a sound with +# :class:`~stimuli.audio.Sound`. + +with TemporaryDirectory() as directory: + fname = Path(directory) / "my_pure_tone.wav" + sound.save(fname, overwrite=True) + sound_loaded = Sound(fname) +sound_loaded.play(blocking=True) + +# %% +# However, a loaded sound can be any type of sound. ``stimuli`` does not +# know that the sound was exported with the ``save()`` method of one of its +# class. As such, the attributes that were specific to the original sound are +# not present anymore and can not be updated anymore. + +print(hasattr(sound_loaded, "frequency")) + +# %% +# Only the basic attributes are preserved: ``duration``, ``sample_rate``. + +print(f"Duration of the original sound: {sound.duration} second.") +print(f"Duration of the loaded sound: {sound_loaded.duration} second.") +print(f"Sample rate of the original sound: {sound.sample_rate} Hz.") +print(f"Sample rate of the loaded sound: {sound_loaded.sample_rate} Hz.") + +# %% +# The volume is normalized, with the loudest channel set to ``100``. The ratio +# between channels is preserved. + +print(f"Volume of the original sound: {sound.volume}.") +print(f"Volume of the loaded sound: {sound_loaded.volume}.") + +# %% +# Visualize a sound +# ----------------- +# +# Finally, the underlying signal is stored in the ``signal`` property, a numpy array of +# shape ``(n_samples, n_channels)``. We can plot the signal of each channel. + +samples_to_plot = 100 # number of samples to plot +times = sound.times[:samples_to_plot] * 1000 # ms + +f, ax = plt.subplots(1, 1, layout="constrained") +ax.plot(times, sound.signal.squeeze()[:samples_to_plot]) # draw data +ax.axhline(0, color="black") # draw horizontal line through y=0 + +# labels +ax.set_title("Signal (mono)") +ax.set_xlabel("Time (ms)") + +# draw vertical line after each period +period = int(sound.sample_rate / sound.frequency) +for k in range(0, samples_to_plot, period): + ax.axvline(times[k], color="lightgreen") + +plt.show() + +# %% +# Or with the convenient :meth:`~stimuli.audio.Tone.plot` method. + +sound.plot() +plt.show() diff --git a/_downloads/7ec0d0fd406c43e8cb0af6584c5a702b/10_base_sounds.zip b/_downloads/7ec0d0fd406c43e8cb0af6584c5a702b/10_base_sounds.zip new file mode 100644 index 0000000000000000000000000000000000000000..0f846e6a27c7a027584ddb3f740a6404d6096d71 GIT binary patch literal 11022 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a/_downloads/b603a0a351f8dafd8d43fa97b0940fb9/20_colored_noise.py b/_downloads/b603a0a351f8dafd8d43fa97b0940fb9/20_colored_noise.py new file mode 100644 index 00000000..bbf6d9e2 --- /dev/null +++ b/_downloads/b603a0a351f8dafd8d43fa97b0940fb9/20_colored_noise.py @@ -0,0 +1,63 @@ +""" +============= +Colored noise +============= + +A noise signal is produced by a stochastic process. The color of noise, also +called the noise spectrum, refers to the power spectrum of a noise signal. + +The practice of naming kinds of noise after colors started with white noise, +a signal whose spectrum has equal power within any equal interval of +frequencies. That name was given by analogy with white light, which was +(incorrectly) assumed to have such a flat power spectrum over the visible +range. Other color names, such as ``pink``, ``red``, and ``blue`` were then +given to noise with other spectral profiles, often (but not always) in +reference to the color of light with similar spectra. Some of those names +have standard definitions in certain disciplines, while others are very +informal and poorly defined. + +Source: `Wikipedia `_ +""" + +# %% + +import numpy as np +from matplotlib import pyplot as plt + +from stimuli.audio import Noise + +# %% +# In this tutorial, we will create and plot the power spectrum of different +# noise colors. ``stimuli`` implements several noise color in +# :class:`~stimuli.audio.Noise`. Refer to the documentation of the ``color`` +# argument for available colors. + +colors = ("white", "pink", "blue", "violet", "brown") +sounds = dict() +for color in colors: + # identical volume on all audio channels + sounds[color] = Noise(color=color, volume=10, duration=1) + +# %% +# We can listen to each individual noise by playing each sound with +# :meth:`~stimuli.audio.Noise.play`. + +for sound in sounds.values(): + sound.play(blocking=True) + +# %% +# The underlying signal is stored in the :py:attr:`stimuli.audio.Noise.signal` +# property, a numpy :class:`~numpy.ndarray` of shape ``(n_samples, n_channels)``. In +# this case, the sound was set to mono so the signal has shape ``(n_samples, 1)``. + +plt.figure(layout="constrained") +for color in colors: + signal = sounds[color].signal.squeeze() + # compute the one-dimensional discrete fourier transform + frequencies = np.fft.rfftfreq(signal.size) + dft = np.abs(np.fft.rfft(signal)) + # plot with log scaling on both X and Y axis + plt.loglog(frequencies, dft) +plt.legend(colors) +plt.ylim([1e-3, None]) +plt.show() diff --git a/_downloads/ca550b1c98bc489fc59fe39bf75d7352/40_sychronize_sound_and_trigger.zip b/_downloads/ca550b1c98bc489fc59fe39bf75d7352/40_sychronize_sound_and_trigger.zip new file mode 100644 index 0000000000000000000000000000000000000000..976f29bc13c6a35c3ab2880a41f0d08c4f3a3f7c GIT binary patch literal 3516 zcmd5<-EP}96!x0#2Lg822Ot;(u>se!k?f{`3#=Et$+`t-fnkU|nU-jq4Ml1sWk(A# zpwF<&U9Ru3_t{hI9E!3XCvMs<1*X7O%yZ7i^QZ4nrzd+4AGPor$IpIlefiHXPan2g z_@S_N+)r$k&W%>$H=bBssw`pfaYoE$-1LfyQW_24bww{L)gTa$KmdURggb1bAE%D1 zE@6#6$xG|VgcF_%=Xge}$V&-2y0o$)OX23ATyLY5<*pmnERkR!Imx(WRfI0QMg&8c zC55(DOeF7-pAcX?whm#%c-+Megk%Q5od!vP`EXjxiM~Lwn{#r`E0SuJ^1?;JqMl9X zJS$;06nk%aQS@9G3;sy%4lS9p1qV;1*5`ydqDupwO&P=j_k~C~kqp90t6qdDjznH) z<7%v+0FK)%il#>ABskn-WhOKU$}h2A-@Ul50g>@W!Aj1HEpc60+o-(I>G`XA4V=g> z$PhN|1y|vYuAWg{x}tP+6ct7&*Phbv_408DfV6Gr3AqHTUrTPPq_(l`&Kbas&JF`s zBK0znro9k>yGdr;9 z__`qcf~O@uJV^@F<)8+tlyX&>&3c6`u*h2a$1DT&DfV0ttt(oyitmrn3hcHr?;=^u z#+@{~rE-I3x8=Ku7Ps3)wQ=Cun2ur<*fzd5x{Yb)1B&-wo~V0gbIiv5l6kBex_dt^ z$FhAu_Wob3-%OT|7(=nzoAtU!BAD? zXiajGsaeTpURrqRTGm+A>qoUSfyiiMm<-!J^AdxqrKfPLHKfn*V{MvefKNTCf;qw8brbC?VI1>HR~=sf5sTZ K!F}&*{Pi!p9ZvKB literal 0 HcmV?d00001 diff --git a/_downloads/d74af7fa5e442c539cd6cf29b1bc5e0a/10_base_sounds.ipynb b/_downloads/d74af7fa5e442c539cd6cf29b1bc5e0a/10_base_sounds.ipynb new file mode 100644 index 00000000..e43bdb69 --- /dev/null +++ b/_downloads/d74af7fa5e442c539cd6cf29b1bc5e0a/10_base_sounds.ipynb @@ -0,0 +1,230 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Base sounds\n\n``stimuli`` provides a common API for audio stimuli. The audio\nstimuli can be either generated or loaded. A generated stimuli can be exported.\nThe volume, duration and other properties can be set when creating the stimuli\nor updated between plays.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "from pathlib import Path\nfrom tempfile import TemporaryDirectory\n\nfrom matplotlib import pyplot as plt\n\nfrom stimuli.audio import Sound, Tone" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this tutorial, we will create, edit, save and load a pure tone auditory\nstimuli. A pure tone is a signal with a sinusoidal waveform, that is a sine\nwave of any frequency, phase-shift and amplitude.\n\nSource: [Wikipedia](https://en.wikipedia.org/wiki/Pure_tone)\n\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create and edit a pure tone\n\nTo create the stimuli, we create a :class:`~stimuli.audio.Tone` object with\na given volume and frequency.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "sound = Tone(frequency=440, volume=10, duration=1) # La - A440" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can listen to the sound we created with :meth:`~stimuli.audio.Tone.play`.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "sound.play(blocking=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can edit the sound properties by replacing the value in the properties.\nFor instance, let's increase the volume and change the frequency.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "sound.volume = 50 # percentage between 0 and 100\nsound.frequency = 1000 # Hz" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The sound is updated each time an attribute is changed.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "sound.play(blocking=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Export/Load a sound\n\nWe can export a sound with :meth:`~stimuli.audio.Tone.save` and load a sound with\n:class:`~stimuli.audio.Sound`.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "with TemporaryDirectory() as directory:\n fname = Path(directory) / \"my_pure_tone.wav\"\n sound.save(fname, overwrite=True)\n sound_loaded = Sound(fname)\nsound_loaded.play(blocking=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "However, a loaded sound can be any type of sound. ``stimuli`` does not\nknow that the sound was exported with the ``save()`` method of one of its\nclass. As such, the attributes that were specific to the original sound are\nnot present anymore and can not be updated anymore.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(hasattr(sound_loaded, \"frequency\"))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Only the basic attributes are preserved: ``duration``, ``sample_rate``.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(f\"Duration of the original sound: {sound.duration} second.\")\nprint(f\"Duration of the loaded sound: {sound_loaded.duration} second.\")\nprint(f\"Sample rate of the original sound: {sound.sample_rate} Hz.\")\nprint(f\"Sample rate of the loaded sound: {sound_loaded.sample_rate} Hz.\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The volume is normalized, with the loudest channel set to ``100``. The ratio\nbetween channels is preserved.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(f\"Volume of the original sound: {sound.volume}.\")\nprint(f\"Volume of the loaded sound: {sound_loaded.volume}.\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize a sound\n\nFinally, the underlying signal is stored in the ``signal`` property, a numpy array of\nshape ``(n_samples, n_channels)``. We can plot the signal of each channel.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "samples_to_plot = 100 # number of samples to plot\ntimes = sound.times[:samples_to_plot] * 1000 # ms\n\nf, ax = plt.subplots(1, 1, layout=\"constrained\")\nax.plot(times, sound.signal.squeeze()[:samples_to_plot]) # draw data\nax.axhline(0, color=\"black\") # draw horizontal line through y=0\n\n# labels\nax.set_title(\"Signal (mono)\")\nax.set_xlabel(\"Time (ms)\")\n\n# draw vertical line after each period\nperiod = int(sound.sample_rate / sound.frequency)\nfor k in range(0, samples_to_plot, period):\n ax.axvline(times[k], color=\"lightgreen\")\n\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Or with the convenient :meth:`~stimuli.audio.Tone.plot` method.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "sound.plot()\nplt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/_downloads/d8e802f167772d78d013fdd35a0fe97d/30_apply_a_window.zip b/_downloads/d8e802f167772d78d013fdd35a0fe97d/30_apply_a_window.zip new file mode 100644 index 0000000000000000000000000000000000000000..df93a06777b47b5153ef36c177218366ecfb54e4 GIT binary patch literal 9888 zcmdT~-EJGX6;3y8FXo~*4bWR+f)sLNkF9mDgsMQcMS(?7AZP*vg(n!%BT8aDLr#Yr z+sa}W$W>9GkFjsjcj;wcqx}xa8I6AIjbk-wl-RP!!$Y3KbH4L4dhz_>j~_jt*ID}2 zpP#<^&%3|>?7;*2q0!Tmj8|2$%y@Ps)l^?4)iRFbXuS4{o)Hb>%+qYnMoGe?%8Os}UpR7aVsR2hFLhJrV#Fq| z<%O)oRC4y4g|(F#9UlvoT(zT#uII<}>G-uX;jF#t-%he9dWIXNdulZTwa*upEubK1 zj`8!lsVvjV2>h;L0W?u^~^%SRV`+su3;xu!wCDXfDu;nvSLl;?$P}XH}W@p zsf(r*NkkqMJ!Vgy&~H;Mq`J=L(3hx}nO!vHx#F_O6#l?9j@fAx$+FT=8-^-ekzuNe zoH4+ft3umCp0hwwEop#gs=|6AlgnzEc%Ors$gNFFZkr3-L7=lR$3iB&nM&OfywXa9 z!#>7o;kGB;dx`TwcOX{B=8_XSH{^CG6PS-x!-JG3X}7U!I&C zh9%=6{+u?ogSPQWGCb&{`fAChV#eXKgpqTh1gKz%0a4vecw1&Qj>OfxDWKJ$YSKL% zJz>vqOw4Z);AU}9z$5JVqz{8mFCMkAzf{tpZVmpzAr|;y$q-mZz?rbu08O})vqf6l zxf>vrOapH;oG-XiqA(*8a9VTn{S|SPf%i2$z^N=DW`l!>Ung+M%t~8`LHs%(8#`iu z+7dW+it`9V(6+4-Yzw#qssJ6K*%B6Iz23==E5JU25lp<~7Y?slO@4XugcTanBiuj+ zIyP8^TL6rTYaqpxf{?TXt3%MA69f~=Oc@7|&`KDaQ)&{q1%^V|m?Fjix6XbQ1c&zs z0|$O94x(_AV?aPcAZ!M!l~1?m*;9WKV%)Ah>n|9x(TW1pUel`$-{3eyb{xjNMblLY zoWF#}IvE_fh2tX18l!XROcM4Wc)nl;6NrW(%7ya}O4FVPHwp2u4HX0ob->l3AP%`i1%r0|rW)kp~@G~q3*xu?Hm;;owgg~TJ(@Ng<6m6U1IBS z8{o6;e~cmcyCibyL=9)#;gv5b5el1{P1QQJPF$`u$&e2kV7}_8DIF?A2}g!50A(X6 zX5^_iGOJ0#$cJG>h`u>R1%wZZg^eNKeMJdZI0N27BGaa*aEe{oTH?|)x-l;t?#hkq zFnX`Sjw~nxr|6>VKCiSd&HwxwUv#DG1f}ag{`KhJKmWyp2lRvgJ4#nvwmSbNVl2)@ zQJ8qd&hUXT8lsmQ&g`-hn2JkYUr>q}AGXsd>^Rj+nEmG4ZWIbe8PYLxj8gTOJzFaT zQkAOP%3zvDE*%nv`xU~e+G{18s$In$A@SWy;Z*Id7EaZkis4kX$>?@9oc7A$^!@5# zXrCGryL3iK+4c0T1A}RR1&9gLPqp5RK;gqRs3dfr>gjXxa_$qCX2jtS)8gk zc-|ZL9$ap>x8`~(R-P)ZMczByXd#7A9l5fD7o8LkBE4Ec#|kq ztJck})oh2ZAJQgj7vH;2M8fW+QPiGj@13Fz#y`|5asqWtN*BMJz5QUbC~dn%&fr#+ z=|=*zeyrMTND(aTujiDi{k5Fdc-^z(l&X6+oIY#x?79KyZtd=srE0xFg}{7E6B>cd zH`MOhEo=Slrgm93e|x{|Bf8D1zvh)lcCe4$+h=W0E_d5(8uZ-4ZTAL zsCVxk_5pc!|1edb0;bnGl%&!9HzeU>d+SGj)>ho1;tj3TRDA+F?>AIGg>9n;;#wW? zR?j595H&rjtwfH7NY|B_N>delnJGNA!Fc>)X%~2idAe%O6!Z|9&)sb0W><6VDnEYe zfju-};&x#s)lB#Iq)N7wb*<|RFhh*ng2ce)p-RkwsWFfLH zy(UTMt503mr^GYLwo`0Dc6@!b!N1#hYy3Rd3R_#Sr*CnHnz(OLRm(X&T`*aJW|pG} z0`xSwI)8kc42Q|^Bq$8hIHkqv9FLgsr4a1!YdU*3kl|siCblQhw=bUm=!-`WZ~hV( zeL0L?-@l{ZyS@_E=di06PwVLQ{kwnSi)Gs!Txb5p^Pl{bh`zwTzv2DiFX_{N0k2t! A{Qv*} literal 0 HcmV?d00001 diff --git a/_downloads/f01b4282b71ffa5d3fa91785b3b43173/20_colored_noise.ipynb b/_downloads/f01b4282b71ffa5d3fa91785b3b43173/20_colored_noise.ipynb new file mode 100644 index 00000000..44ac7485 --- /dev/null +++ b/_downloads/f01b4282b71ffa5d3fa91785b3b43173/20_colored_noise.ipynb @@ -0,0 +1,97 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Colored noise\n\nA noise signal is produced by a stochastic process. The color of noise, also\ncalled the noise spectrum, refers to the power spectrum of a noise signal.\n\nThe practice of naming kinds of noise after colors started with white noise,\na signal whose spectrum has equal power within any equal interval of\nfrequencies. That name was given by analogy with white light, which was\n(incorrectly) assumed to have such a flat power spectrum over the visible\nrange. Other color names, such as ``pink``, ``red``, and ``blue`` were then\ngiven to noise with other spectral profiles, often (but not always) in\nreference to the color of light with similar spectra. Some of those names\nhave standard definitions in certain disciplines, while others are very\ninformal and poorly defined.\n\nSource: [Wikipedia](https://en.wikipedia.org/wiki/Colors_of_noise)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import numpy as np\nfrom matplotlib import pyplot as plt\n\nfrom stimuli.audio import Noise" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this tutorial, we will create and plot the power spectrum of different\nnoise colors. ``stimuli`` implements several noise color in\n:class:`~stimuli.audio.Noise`. Refer to the documentation of the ``color``\nargument for available colors.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "colors = (\"white\", \"pink\", \"blue\", \"violet\", \"brown\")\nsounds = dict()\nfor color in colors:\n # identical volume on all audio channels\n sounds[color] = Noise(color=color, volume=10, duration=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can listen to each individual noise by playing each sound with\n:meth:`~stimuli.audio.Noise.play`.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "for sound in sounds.values():\n sound.play(blocking=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The underlying signal is stored in the :py:attr:`stimuli.audio.Noise.signal`\nproperty, a numpy :class:`~numpy.ndarray` of shape ``(n_samples, n_channels)``. In\nthis case, the sound was set to mono so the signal has shape ``(n_samples, 1)``.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "plt.figure(layout=\"constrained\")\nfor color in colors:\n signal = sounds[color].signal.squeeze()\n # compute the one-dimensional discrete fourier transform\n frequencies = np.fft.rfftfreq(signal.size)\n dft = np.abs(np.fft.rfft(signal))\n # plot with log scaling on both X and Y axis\n plt.loglog(frequencies, dft)\nplt.legend(colors)\nplt.ylim([1e-3, None])\nplt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/_downloads/f39435c137e7c92d0a271e51aa1187ac/tutorials_python.zip b/_downloads/f39435c137e7c92d0a271e51aa1187ac/tutorials_python.zip new file mode 100644 index 0000000000000000000000000000000000000000..037d21ebd5727a71c5e459fcd4d38986583e4454 GIT binary patch literal 11142 zcmd5?-)|(xai${W2j;wo>-&)z#a;`a#8J~^BDUA}5vUB0q2?>2QY%kbT`<<*sK(`Gjs zjgskoU&*sw9VHl%U?9N+32&L3e7)>!ePXgW-mEviGYf0%y6iez7+Rbl?mLPt=kpUTP*zzB z;hn>qhW6;3s}}AhUw12OuI>Q% zLet8*Ym;@xZCYry%&-^yyeV^Qstnu8cWFWsC*`_vZKtxr04VN@Bw4m@ZGysSwkb+y z!r*5-uSZ|q9)X?NIKWrdHm|+bll5`PS1!N4&}UGhcxk3sG!3faCsn;1xlPw>y3vcI zY0J7BFGpXx?P=J68T;dj`6FiiVPo6fOy~IV@g>B)xcnf8YO}U=hqKzQY(1Zw?W)XIaD%Ec8?Q%_SJ)P0 zHm$oU3%F5P%TWy`%Mi>ye46G0vPGM1R(59TTFfs!L>8Mi>q-ZC&cM|gthlgv4?nPV zQPx+oPz<0X3BSRv15=NWjd@^N+f*4mLH4$zi^Rch@q3$hiTe4}go7R@24Bn8!qD)X zS)R3RY1`@f+1c62Ywy+${wa!1KM60_wp+PkIx76a=OdkP<0@Da67clGTzYd;cH=IS~vmY;4<= z*2fhATyR@ko4mC+q~J6`euCvUO(B{rY`3)-$3yS|DkNSss++7^RplZE^Hcn(FFLz! zmL&ixK*a_Ac5T+~J}+B%mTPwbSk_tBRIVEcX?A=duvv9)g`X31;cCku_RXrSU(T+w zsv-<@tIc{*XJs|3@e9m5HRmzbG5QGul3==lGG$h2tTBegB=*GEq68jz!BLo!2ZAGR zHi)ziOUhBoMzFNPIZtc<9>M`0;);FVDC>=PWsy~83%Q8eH4z^890p@259F0`OQf;g zKG;r7vw}CC`c=7vaiCDPZjf>|g-w$On1vW^b2~Bf=jC5u4{i^F4KY94j*6B7r zO?wNnT~% zPv+l7qe)1lJjJEcY&#S)Jj3ChpLNq1Ej)^B+-QR z#Ju~Z20^;m1!#_ed6QKegp%fv{XiVNd5mB!Yu{y{2Ql}THI)vjXkfg2mDN|8pn7xl z8i#RH^V2it1^`BmESF(?#DFt70f2n~=3WLv3n_rpe(|c`CP7J$2+kex#AZm9LJ^Q; zvkv)Yv4Oi`genIx8^Zn@EckOlzK36GNXjCIol~4L+FK?uCP`b~dY%mYx$HPZ{(c(P zdV?1~qiA}8q}02hhrA0`RYVM&Xws}RP^PINdXD>d$L66Kt#>m5ibQD&$Qa24(IlmU z<0a>w7T;5+12?(7)cNEri#6L9gP>_~wGK>)Vk zr<;7G9J%);Kso_+YsrWjo0rQnk3kKjzbZiuf(v9V;THNKhg+~G;_7ZqDnpuBGqF+AcZAbQDta-NBbhAQ%u z?$KtjnQs6VLuC#Kxlf-1l5m&;uotjKfHMF~jVzm0s4oj7B9>oNuX0G7sPu?BwS_}~ z5CQq;a{w8vEL=@^He^Qp3u95bprWJ0@Vo{G@@wI;Z!v)C_04eOx98or=fUK-*I$=@ zBfE>hh8K5|w7}qFdVaOjaDiu7)SOH(fudkj9&~13tHASwydVxk%E8>sfK4?!R6%XF z!&b4HUu6J*`Fvc@^i2GTsb|qx2xC;enqh_4(fVOYxQgV1Fczi^0)Tfj87zr~c_nZ- z%m_nxS{#xvnRwuvdb|8}IeAUa3-gmcL#;hHB{srJv#Gk&Zx)o}$LA*o|AXhENSuxk zD!yy8vbF^RCVL5#blq6QgA__+=`K=_YRJ9M2Fyd-y( zYp0_HO0etEe&h;q{K_HoR_G`I^*VG%HdiaNn+jv8vW2ZYMZslfU5S>%c=SwJ<`~6? 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With ``stimuli``, similarly to ``psychtoolbox``, the key concept +is to schedule the sound. + +First, let's have a look at our default device latency. +""" + +import sounddevice as sd + +from stimuli.audio import SoundAM +from stimuli.time import sleep +from stimuli.triggers import MockTrigger + +idx = sd.default.device["output"] +print(f"Low-latency (s): {sd.query_devices()[idx]['default_low_output_latency']}") + +# %% +# Next, we can schedule a sound with the argument ``when`` which will use the clock +# provided in the argument ``clock`` to schedule the sound. Then, we wait for this +# duration to elapse before sending the trigger. + +trigger = MockTrigger() # replace with your trigger object +sound = SoundAM( + frequency_carrier=1000, + frequency_modulation=40, + method="dsbsc", + volume=10, + duration=1, +) +sound.play(when=0.5, blocking=False) +sleep(0.5) +trigger.signal(1) diff --git a/_images/sphx_glr_10_base_sounds_001.png b/_images/sphx_glr_10_base_sounds_001.png new file mode 100644 index 0000000000000000000000000000000000000000..85a2d8fdb52bc9e63cb012590f496be474c64d5c GIT binary patch literal 25581 zcmZs@1yt1C7dA@wph$OjBaO5)($XE$jUWQjAtBw}l2SuTmjlwBq97qDrSv`H`~SYR z?z)#HFb?OO->F^Ce)hcAP*Z?lkzpYqAV8E9pKBo?AO#^HAZ}nFfp^*)RT{xB5idD? zFKyRXUOpBcHV7{)yxg2zy`1bVX}oPbJndawo^pwB@o~`Dd3m{cigI&1|KA2&t{%4B zv}(vpU=U0nz)l`xXG zzJ6u>c5`x4qWWsw;6`j;%;p#>dWQ&}jnFuQNelmN-UI)MLjwQFV~)Te`^mJk>_zsg zh({wMBfn-VX1W4y41LGm<1^p?jt|t))5GRehCm>X#Lp+wIE`pX5RlOjNK~Ah4sMRS zzct!U)S7fi{M`t(8j7uNX(28^bmY%cpbnUwpV!T>Fz$XQF88Uciz*rkJgTP#6ASCt 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t5(Uj%C+yqtOg(E)4X@#qcCuLAf z6f)Dv#>{aX9MQ^x9pbb}2np4xX%=WYybwPi-7hNz_D&sR`cL=T!uQo?fCjLub;M2) zK0&%Ff!Oyx`vv6y#TQX~ip`yeI*ljne_8EXT1?wKg~6#+B{Ce>?9K@nF`)3`_&=m4 zKsSg)1~;xYHtZb0OuV5OZ6)^m%5HPdDrxK-hIu~f>*X7bR^~G#c)}e=ku#~NUa_lhNy3TeaHtmz zAC~yN=LhiHlhlR8y9{G0V|m`3Kr)c|@Dgt@p&-yHK5?K|y(!jR-`TQK!of|<8r8CJ z-#pQn!OX!+xGvT6dT$;HV_`YItq@=hJbDA~h7#%-?}j4(Mr6b94ZKR@{WD&$Hc&MI zIa(E3I4pjKAh{Ro4B76!Q2YGC z_^%;tp%6EWyUuA-<5s08QI$&Bk6HRNWmT8vB_-8b5AXU6)v3%$Xq6+Y)z0H&yCd}_ zJ##xAtr-;)jyMkem_PT9WAdoyF)XXZJe})U$BcK2?(ykJskjs1<(?}I_bXuy)OfvS z+qaGJ)hX19%>>)%SJHp?s`q4ZcI-amEXOjBsS+W*yrIS@6REn!XfeGpF}D;HJcOr= z=ShOwE7RvVq(qcZJ%rl>k1>xMDVr(l2#0O#<@E8Z;Gp+6;HWWtDSGx?>NiBsImth& zF*qbL^XYRvI$9lr}p|98`_ developed a USB to parallel port +converter using an arduino. + +The details can be found on this repository: +https://github.com/fcbg-platforms/arduino-trigger + +This converter can be used with the :class:`~stimuli.triggers.ParallelPortTrigger` class +by specifying the path to the serial port connected to the arduino or by using the +:class:`str` ``"arduino"`` for automatic detection. diff --git a/_sources/api/utilities.rst.txt b/_sources/api/utilities.rst.txt new file mode 100644 index 00000000..87ad5eb0 --- /dev/null +++ b/_sources/api/utilities.rst.txt @@ -0,0 +1,23 @@ +Utilities +--------- + +Logging utilities are available to interact with ``stimuli`` logger. + +.. currentmodule:: stimuli + +.. autosummary:: + :toctree: ../generated/api + :nosignatures: + + add_file_handler + set_log_level + +Development utilities are available to help debug a setup. + +.. currentmodule:: stimuli + +.. autosummary:: + :toctree: ../generated/api + :nosignatures: + + sys_info diff --git a/_sources/changes/0.1.rst.txt b/_sources/changes/0.1.rst.txt new file mode 100644 index 00000000..4539d44b --- /dev/null +++ b/_sources/changes/0.1.rst.txt @@ -0,0 +1,24 @@ +.. NOTE: we use cross-references to highlight new functions and classes. + Please follow the examples below, so the changelog page will have a link to + the function/class documentation. + +.. NOTE: there are 3 separate sections for changes, based on type: + - "Enhancements" for new features + - "Bugs" for bug fixes + - "API changes" for backward-incompatible changes + +.. include:: ./authors.inc + +Version 0.1 +----------- + +API and behavior changes +~~~~~~~~~~~~~~~~~~~~~~~~ + +- Add audio module with ``ASSR``, ``WhiteNoise``, ``Tone`` and ``Sound`` (by `Mathieu Scheltienne`_) +- Add visuals module with ``Text``, ``Cross``, ``FillingBar``, ``MovingBar`` (by `Mathieu Scheltienne`_) + +Authors +~~~~~~~ + +* `Mathieu Scheltienne`_ diff --git a/_sources/changes/0.2.rst.txt b/_sources/changes/0.2.rst.txt new file mode 100644 index 00000000..d3a61eac --- /dev/null +++ b/_sources/changes/0.2.rst.txt @@ -0,0 +1,30 @@ +.. NOTE: we use cross-references to highlight new functions and classes. + Please follow the examples below, so the changelog page will have a link to + the function/class documentation. + +.. NOTE: there are 3 separate sections for changes, based on type: + - "Enhancements" for new features + - "Bugs" for bug fixes + - "API changes" for backward-incompatible changes + +.. include:: ./authors.inc + +Version 0.2 +----------- + +Enhancements +~~~~~~~~~~~~ + +- Add support for colored noise to ``Noise`` (by `Mathieu Scheltienne`_) + +API and behavior changes +~~~~~~~~~~~~~~~~~~~~~~~~ + +- Add a CLI entry-point to display a fixation ``Cross`` named ``stimuli_cross`` (by `Mathieu Scheltienne`_) +- Rename ``ASSR`` auditory stimuli to ``SoundAM`` (by `Mathieu Scheltienne`_) +- Rename ``WhiteNoise`` auditory stimuli to ``Noise`` (by `Mathieu Scheltienne`_) + +Authors +~~~~~~~ + +* `Mathieu Scheltienne`_ diff --git a/_sources/changes/0.3.rst.txt b/_sources/changes/0.3.rst.txt new file mode 100644 index 00000000..1e107514 --- /dev/null +++ b/_sources/changes/0.3.rst.txt @@ -0,0 +1,23 @@ +.. NOTE: we use cross-references to highlight new functions and classes. + Please follow the examples below, so the changelog page will have a link to + the function/class documentation. + +.. NOTE: there are 3 separate sections for changes, based on type: + - "Enhancements" for new features + - "Bugs" for bug fixes + - "API changes" for backward-incompatible changes + +.. include:: ./authors.inc + +Version 0.3 +----------- + +Enhancements +~~~~~~~~~~~~ + +- Better handling of blocking auditory stimuli when using the ``sound.play()`` method (by `Mathieu Scheltienne`_) + +Authors +~~~~~~~ + +* `Mathieu Scheltienne`_ diff --git a/_sources/changes/0.4.rst.txt b/_sources/changes/0.4.rst.txt new file mode 100644 index 00000000..421952af --- /dev/null +++ b/_sources/changes/0.4.rst.txt @@ -0,0 +1,26 @@ +.. NOTE: we use cross-references to highlight new functions and classes. + Please follow the examples below, so the changelog page will have a link to + the function/class documentation. + +.. NOTE: there are 3 separate sections for changes, based on type: + - "Enhancements" for new features + - "Bugs" for bug fixes + - "API changes" for backward-incompatible changes + +.. include:: ./authors.inc + +Version 0.4 +----------- + +Bugs +~~~~ + +- Fix indentation of docstrings with a summary line (by `Mathieu Scheltienne`_) +- Fix casting of ``true_divide`` with different ``dtypes`` when loading a sound (by `Mathieu Scheltienne`_) +- Cast loaded sounds to ``np.float64`` to prevent floating point error in the volume assessment (by `Mathieu Scheltienne`_) +- Cast all sounds to ``np.float32`` since ``sounddevice`` cast them anyway (by `Mathieu Scheltienne`_) + +Authors +~~~~~~~ + +* `Mathieu Scheltienne`_ diff --git a/_sources/changes/0.5.rst.txt b/_sources/changes/0.5.rst.txt new file mode 100644 index 00000000..fa9128a0 --- /dev/null +++ b/_sources/changes/0.5.rst.txt @@ -0,0 +1,31 @@ +.. NOTE: we use cross-references to highlight new functions and classes. + Please follow the examples below, so the changelog page will have a link to + the function/class documentation. + +.. NOTE: there are 3 separate sections for changes, based on type: + - "Enhancements" for new features + - "Bugs" for bug fixes + - "API changes" for backward-incompatible changes + +.. include:: ./authors.inc + +Version 0.5 +----------- + +Enhancements +~~~~~~~~~~~~ + +- Add the documentation build (by `Mathieu Scheltienne`_ in :pr:`6`) +- Add ``window`` property for auditory stimuli (by `Mathieu Scheltienne`_ in :pr:`12`) +- Add ``copy`` method for auditory stimuli (by `Mathieu Scheltienne`_ in :pr:`13`) +- Improve error checking for integers and paths + +API and behavior changes +~~~~~~~~~~~~~~~~~~~~~~~~ + +- Remove support for python version inferior to 3.10 (by `Mathieu Scheltienne`_ in :pr:`27`) + +Authors +~~~~~~~ + +* `Mathieu Scheltienne`_ diff --git a/_sources/changes/index.rst.txt b/_sources/changes/index.rst.txt new file mode 100644 index 00000000..7b3c9f91 --- /dev/null +++ b/_sources/changes/index.rst.txt @@ -0,0 +1,12 @@ +Changelog +========= + +.. toctree:: + :titlesonly: + + latest.rst + 0.5 + 0.4 + 0.3 + 0.2 + 0.1 diff --git a/_sources/changes/latest.rst.txt b/_sources/changes/latest.rst.txt new file mode 100644 index 00000000..781247a2 --- /dev/null +++ b/_sources/changes/latest.rst.txt @@ -0,0 +1,26 @@ +.. NOTE: we use cross-references to highlight new functions and classes. + Please follow the examples below, so the changelog page will have a link to + the function/class documentation. + +.. NOTE: there are 3 separate sections for changes, based on type: + - "Enhancements" for new features + - "Bugs" for bug fixes + - "API changes" for backward-incompatible changes + +.. include:: ./authors.inc + +.. _latest: + +Version 1.0 +----------- + +- Remove the visual stimuli module (by `Mathieu Scheltienne`_) +- Refactor the audio stimuli module to use a precise callback mechanism (by `Mathieu Scheltienne`_) +- Add triggers via parallel port with :class:`~stimuli.triggers.ParallelPortTrigger` (by `Mathieu Scheltienne`_) +- Add triggers via LSL with :class:`~stimuli.triggers.LSLTrigger` (by `Mathieu Scheltienne`_) +- Add time module to measure time and sleep with :class:`~stimuli.time.Clock` and :func:`~stimuli.time.sleep` (by `Mathieu Scheltienne`_) + +Authors +~~~~~~~ + +* `Mathieu Scheltienne`_ diff --git a/_sources/generated/api/stimuli.add_file_handler.rst.txt b/_sources/generated/api/stimuli.add_file_handler.rst.txt new file mode 100644 index 00000000..0896d1c7 --- /dev/null +++ b/_sources/generated/api/stimuli.add_file_handler.rst.txt @@ -0,0 +1,9 @@ +stimuli.add\_file\_handler +========================== + +.. currentmodule:: stimuli + +.. autofunction:: add_file_handler + +.. minigallery:: stimuli.add_file_handler + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.audio.Noise.rst.txt b/_sources/generated/api/stimuli.audio.Noise.rst.txt new file mode 100644 index 00000000..f1c0fe16 --- /dev/null +++ b/_sources/generated/api/stimuli.audio.Noise.rst.txt @@ -0,0 +1,11 @@ +stimuli.audio.Noise +=================== + +.. currentmodule:: stimuli.audio + +.. autoclass:: Noise + :members: + :inherited-members: + +.. minigallery:: stimuli.audio.Noise + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.audio.Sound.rst.txt b/_sources/generated/api/stimuli.audio.Sound.rst.txt new file mode 100644 index 00000000..72743918 --- /dev/null +++ b/_sources/generated/api/stimuli.audio.Sound.rst.txt @@ -0,0 +1,11 @@ +stimuli.audio.Sound +=================== + +.. currentmodule:: stimuli.audio + +.. autoclass:: Sound + :members: + :inherited-members: + +.. minigallery:: stimuli.audio.Sound + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.audio.SoundAM.rst.txt b/_sources/generated/api/stimuli.audio.SoundAM.rst.txt new file mode 100644 index 00000000..025a3067 --- /dev/null +++ b/_sources/generated/api/stimuli.audio.SoundAM.rst.txt @@ -0,0 +1,11 @@ +stimuli.audio.SoundAM +===================== + +.. currentmodule:: stimuli.audio + +.. autoclass:: SoundAM + :members: + :inherited-members: + +.. minigallery:: stimuli.audio.SoundAM + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.audio.Tone.rst.txt b/_sources/generated/api/stimuli.audio.Tone.rst.txt new file mode 100644 index 00000000..d2386297 --- /dev/null +++ b/_sources/generated/api/stimuli.audio.Tone.rst.txt @@ -0,0 +1,11 @@ +stimuli.audio.Tone +================== + +.. currentmodule:: stimuli.audio + +.. autoclass:: Tone + :members: + :inherited-members: + +.. minigallery:: stimuli.audio.Tone + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.audio.backend.SoundSD.rst.txt b/_sources/generated/api/stimuli.audio.backend.SoundSD.rst.txt new file mode 100644 index 00000000..38ccbb9f --- /dev/null +++ b/_sources/generated/api/stimuli.audio.backend.SoundSD.rst.txt @@ -0,0 +1,11 @@ +stimuli.audio.backend.SoundSD +============================= + +.. currentmodule:: stimuli.audio.backend + +.. autoclass:: SoundSD + :members: + :inherited-members: + +.. minigallery:: stimuli.audio.backend.SoundSD + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.set_log_level.rst.txt b/_sources/generated/api/stimuli.set_log_level.rst.txt new file mode 100644 index 00000000..282a3348 --- /dev/null +++ b/_sources/generated/api/stimuli.set_log_level.rst.txt @@ -0,0 +1,9 @@ +stimuli.set\_log\_level +======================= + +.. currentmodule:: stimuli + +.. autofunction:: set_log_level + +.. minigallery:: stimuli.set_log_level + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.sys_info.rst.txt b/_sources/generated/api/stimuli.sys_info.rst.txt new file mode 100644 index 00000000..dd66db63 --- /dev/null +++ b/_sources/generated/api/stimuli.sys_info.rst.txt @@ -0,0 +1,9 @@ +stimuli.sys\_info +================= + +.. currentmodule:: stimuli + +.. autofunction:: sys_info + +.. minigallery:: stimuli.sys_info + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.time.BaseClock.rst.txt b/_sources/generated/api/stimuli.time.BaseClock.rst.txt new file mode 100644 index 00000000..3e1c3388 --- /dev/null +++ b/_sources/generated/api/stimuli.time.BaseClock.rst.txt @@ -0,0 +1,11 @@ +stimuli.time.BaseClock +====================== + +.. currentmodule:: stimuli.time + +.. autoclass:: BaseClock + :members: + :inherited-members: + +.. minigallery:: stimuli.time.BaseClock + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.time.Clock.rst.txt b/_sources/generated/api/stimuli.time.Clock.rst.txt new file mode 100644 index 00000000..49fab366 --- /dev/null +++ b/_sources/generated/api/stimuli.time.Clock.rst.txt @@ -0,0 +1,11 @@ +stimuli.time.Clock +================== + +.. currentmodule:: stimuli.time + +.. autoclass:: Clock + :members: + :inherited-members: + +.. minigallery:: stimuli.time.Clock + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.time.sleep.rst.txt b/_sources/generated/api/stimuli.time.sleep.rst.txt new file mode 100644 index 00000000..48e50e26 --- /dev/null +++ b/_sources/generated/api/stimuli.time.sleep.rst.txt @@ -0,0 +1,9 @@ +stimuli.time.sleep +================== + +.. currentmodule:: stimuli.time + +.. autofunction:: sleep + +.. minigallery:: stimuli.time.sleep + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.triggers.LSLTrigger.rst.txt b/_sources/generated/api/stimuli.triggers.LSLTrigger.rst.txt new file mode 100644 index 00000000..a710a26c --- /dev/null +++ b/_sources/generated/api/stimuli.triggers.LSLTrigger.rst.txt @@ -0,0 +1,11 @@ +stimuli.triggers.LSLTrigger +=========================== + +.. currentmodule:: stimuli.triggers + +.. autoclass:: LSLTrigger + :members: + :inherited-members: + +.. minigallery:: stimuli.triggers.LSLTrigger + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.triggers.MockTrigger.rst.txt b/_sources/generated/api/stimuli.triggers.MockTrigger.rst.txt new file mode 100644 index 00000000..52814a82 --- /dev/null +++ b/_sources/generated/api/stimuli.triggers.MockTrigger.rst.txt @@ -0,0 +1,11 @@ +stimuli.triggers.MockTrigger +============================ + +.. currentmodule:: stimuli.triggers + +.. autoclass:: MockTrigger + :members: + :inherited-members: + +.. minigallery:: stimuli.triggers.MockTrigger + :add-heading: \ No newline at end of file diff --git a/_sources/generated/api/stimuli.triggers.ParallelPortTrigger.rst.txt b/_sources/generated/api/stimuli.triggers.ParallelPortTrigger.rst.txt new file mode 100644 index 00000000..0401ffa9 --- /dev/null +++ b/_sources/generated/api/stimuli.triggers.ParallelPortTrigger.rst.txt @@ -0,0 +1,11 @@ +stimuli.triggers.ParallelPortTrigger +==================================== + +.. currentmodule:: stimuli.triggers + +.. autoclass:: ParallelPortTrigger + :members: + :inherited-members: + +.. minigallery:: stimuli.triggers.ParallelPortTrigger + :add-heading: \ No newline at end of file diff --git a/_sources/generated/tutorials/10_base_sounds.rst.txt b/_sources/generated/tutorials/10_base_sounds.rst.txt new file mode 100644 index 00000000..98216a86 --- /dev/null +++ b/_sources/generated/tutorials/10_base_sounds.rst.txt @@ -0,0 +1,343 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "generated/tutorials/10_base_sounds.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code. + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_generated_tutorials_10_base_sounds.py: + + +=========== +Base sounds +=========== + +``stimuli`` provides a common API for audio stimuli. The audio +stimuli can be either generated or loaded. A generated stimuli can be exported. +The volume, duration and other properties can be set when creating the stimuli +or updated between plays. + +.. GENERATED FROM PYTHON SOURCE LINES 13-22 + +.. code-block:: Python + + + from pathlib import Path + from tempfile import TemporaryDirectory + + from matplotlib import pyplot as plt + + from stimuli.audio import Sound, Tone + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 24-29 + +In this tutorial, we will create, edit, save and load a pure tone auditory +stimuli. A pure tone is a signal with a sinusoidal waveform, that is a sine +wave of any frequency, phase-shift and amplitude. + +Source: `Wikipedia `_ + +.. GENERATED FROM PYTHON SOURCE LINES 32-37 + +Create and edit a pure tone +--------------------------- + +To create the stimuli, we create a :class:`~stimuli.audio.Tone` object with +a given volume and frequency. + +.. GENERATED FROM PYTHON SOURCE LINES 37-40 + +.. code-block:: Python + + + sound = Tone(frequency=440, volume=10, duration=1) # La - A440 + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 41-42 + +We can listen to the sound we created with :meth:`~stimuli.audio.Tone.play`. + +.. GENERATED FROM PYTHON SOURCE LINES 42-45 + +.. code-block:: Python + + + sound.play(blocking=True) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 46-48 + +We can edit the sound properties by replacing the value in the properties. +For instance, let's increase the volume and change the frequency. + +.. GENERATED FROM PYTHON SOURCE LINES 48-52 + +.. code-block:: Python + + + sound.volume = 50 # percentage between 0 and 100 + sound.frequency = 1000 # Hz + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 53-54 + +The sound is updated each time an attribute is changed. + +.. GENERATED FROM PYTHON SOURCE LINES 54-57 + +.. code-block:: Python + + + sound.play(blocking=True) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 58-63 + +Export/Load a sound +------------------- + +We can export a sound with :meth:`~stimuli.audio.Tone.save` and load a sound with +:class:`~stimuli.audio.Sound`. + +.. GENERATED FROM PYTHON SOURCE LINES 63-70 + +.. code-block:: Python + + + with TemporaryDirectory() as directory: + fname = Path(directory) / "my_pure_tone.wav" + sound.save(fname, overwrite=True) + sound_loaded = Sound(fname) + sound_loaded.play(blocking=True) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 71-75 + +However, a loaded sound can be any type of sound. ``stimuli`` does not +know that the sound was exported with the ``save()`` method of one of its +class. As such, the attributes that were specific to the original sound are +not present anymore and can not be updated anymore. + +.. GENERATED FROM PYTHON SOURCE LINES 75-78 + +.. code-block:: Python + + + print(hasattr(sound_loaded, "frequency")) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + False + + + + +.. GENERATED FROM PYTHON SOURCE LINES 79-80 + +Only the basic attributes are preserved: ``duration``, ``sample_rate``. + +.. GENERATED FROM PYTHON SOURCE LINES 80-86 + +.. code-block:: Python + + + print(f"Duration of the original sound: {sound.duration} second.") + print(f"Duration of the loaded sound: {sound_loaded.duration} second.") + print(f"Sample rate of the original sound: {sound.sample_rate} Hz.") + print(f"Sample rate of the loaded sound: {sound_loaded.sample_rate} Hz.") + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + Duration of the original sound: 1 second. + Duration of the loaded sound: 1.0 second. + Sample rate of the original sound: 44100 Hz. + Sample rate of the loaded sound: 44100 Hz. + + + + +.. GENERATED FROM PYTHON SOURCE LINES 87-89 + +The volume is normalized, with the loudest channel set to ``100``. The ratio +between channels is preserved. + +.. GENERATED FROM PYTHON SOURCE LINES 89-93 + +.. code-block:: Python + + + print(f"Volume of the original sound: {sound.volume}.") + print(f"Volume of the loaded sound: {sound_loaded.volume}.") + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + Volume of the original sound: [50.]. + Volume of the loaded sound: [100.]. + + + + +.. GENERATED FROM PYTHON SOURCE LINES 94-99 + +Visualize a sound +----------------- + +Finally, the underlying signal is stored in the ``signal`` property, a numpy array of +shape ``(n_samples, n_channels)``. We can plot the signal of each channel. + +.. GENERATED FROM PYTHON SOURCE LINES 99-118 + +.. code-block:: Python + + + samples_to_plot = 100 # number of samples to plot + times = sound.times[:samples_to_plot] * 1000 # ms + + f, ax = plt.subplots(1, 1, layout="constrained") + ax.plot(times, sound.signal.squeeze()[:samples_to_plot]) # draw data + ax.axhline(0, color="black") # draw horizontal line through y=0 + + # labels + ax.set_title("Signal (mono)") + ax.set_xlabel("Time (ms)") + + # draw vertical line after each period + period = int(sound.sample_rate / sound.frequency) + for k in range(0, samples_to_plot, period): + ax.axvline(times[k], color="lightgreen") + + plt.show() + + + + +.. image-sg:: /generated/tutorials/images/sphx_glr_10_base_sounds_001.png + :alt: Signal (mono) + :srcset: /generated/tutorials/images/sphx_glr_10_base_sounds_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 119-120 + +Or with the convenient :meth:`~stimuli.audio.Tone.plot` method. + +.. GENERATED FROM PYTHON SOURCE LINES 120-123 + +.. code-block:: Python + + + sound.plot() + plt.show() + + + +.. image-sg:: /generated/tutorials/images/sphx_glr_10_base_sounds_002.png + :alt: + :srcset: /generated/tutorials/images/sphx_glr_10_base_sounds_002.png + :class: sphx-glr-single-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (2 minutes 35.598 seconds) + +**Estimated memory usage:** 152 MB + + +.. _sphx_glr_download_generated_tutorials_10_base_sounds.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: 10_base_sounds.ipynb <10_base_sounds.ipynb>` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: 10_base_sounds.py <10_base_sounds.py>` + + .. container:: sphx-glr-download sphx-glr-download-zip + + :download:`Download zipped: 10_base_sounds.zip <10_base_sounds.zip>` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/_sources/generated/tutorials/20_colored_noise.rst.txt b/_sources/generated/tutorials/20_colored_noise.rst.txt new file mode 100644 index 00000000..36b51d03 --- /dev/null +++ b/_sources/generated/tutorials/20_colored_noise.rst.txt @@ -0,0 +1,167 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "generated/tutorials/20_colored_noise.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code. + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_generated_tutorials_20_colored_noise.py: + + +============= +Colored noise +============= + +A noise signal is produced by a stochastic process. The color of noise, also +called the noise spectrum, refers to the power spectrum of a noise signal. + +The practice of naming kinds of noise after colors started with white noise, +a signal whose spectrum has equal power within any equal interval of +frequencies. That name was given by analogy with white light, which was +(incorrectly) assumed to have such a flat power spectrum over the visible +range. Other color names, such as ``pink``, ``red``, and ``blue`` were then +given to noise with other spectral profiles, often (but not always) in +reference to the color of light with similar spectra. Some of those names +have standard definitions in certain disciplines, while others are very +informal and poorly defined. + +Source: `Wikipedia `_ + +.. GENERATED FROM PYTHON SOURCE LINES 23-29 + +.. code-block:: Python + + + import numpy as np + from matplotlib import pyplot as plt + + from stimuli.audio import Noise + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 30-34 + +In this tutorial, we will create and plot the power spectrum of different +noise colors. ``stimuli`` implements several noise color in +:class:`~stimuli.audio.Noise`. Refer to the documentation of the ``color`` +argument for available colors. + +.. GENERATED FROM PYTHON SOURCE LINES 34-41 + +.. code-block:: Python + + + colors = ("white", "pink", "blue", "violet", "brown") + sounds = dict() + for color in colors: + # identical volume on all audio channels + sounds[color] = Noise(color=color, volume=10, duration=1) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 42-44 + +We can listen to each individual noise by playing each sound with +:meth:`~stimuli.audio.Noise.play`. + +.. GENERATED FROM PYTHON SOURCE LINES 44-48 + +.. code-block:: Python + + + for sound in sounds.values(): + sound.play(blocking=True) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 49-52 + +The underlying signal is stored in the :py:attr:`stimuli.audio.Noise.signal` +property, a numpy :class:`~numpy.ndarray` of shape ``(n_samples, n_channels)``. In +this case, the sound was set to mono so the signal has shape ``(n_samples, 1)``. + +.. GENERATED FROM PYTHON SOURCE LINES 52-64 + +.. code-block:: Python + + + plt.figure(layout="constrained") + for color in colors: + signal = sounds[color].signal.squeeze() + # compute the one-dimensional discrete fourier transform + frequencies = np.fft.rfftfreq(signal.size) + dft = np.abs(np.fft.rfft(signal)) + # plot with log scaling on both X and Y axis + plt.loglog(frequencies, dft) + plt.legend(colors) + plt.ylim([1e-3, None]) + plt.show() + + + +.. image-sg:: /generated/tutorials/images/sphx_glr_20_colored_noise_001.png + :alt: 20 colored noise + :srcset: /generated/tutorials/images/sphx_glr_20_colored_noise_001.png + :class: sphx-glr-single-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 15.196 seconds) + +**Estimated memory usage:** 145 MB + + +.. _sphx_glr_download_generated_tutorials_20_colored_noise.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: 20_colored_noise.ipynb <20_colored_noise.ipynb>` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: 20_colored_noise.py <20_colored_noise.py>` + + .. container:: sphx-glr-download sphx-glr-download-zip + + :download:`Download zipped: 20_colored_noise.zip <20_colored_noise.zip>` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/_sources/generated/tutorials/30_apply_a_window.rst.txt b/_sources/generated/tutorials/30_apply_a_window.rst.txt new file mode 100644 index 00000000..86adf24f --- /dev/null +++ b/_sources/generated/tutorials/30_apply_a_window.rst.txt @@ -0,0 +1,252 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "generated/tutorials/30_apply_a_window.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code. + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_generated_tutorials_30_apply_a_window.py: + + +============== +Apply a window +============== + +.. include:: ../../links.inc + +In signal processing and statistics, a window function (also known as an +apodization function or tapering function) is a mathematical function that is +zero-valued outside of some chosen interval, normally symmetric around the +middle of the interval, usually near a maximum in the middle, and usually +tapering away from the middle. Mathematically, when another function or +waveform/data-sequence is "multiplied" by a window function, the product is +also zero-valued outside the interval: all that is left is the part where they +overlap, the "view through the window". + +Source: `Wikipedia `_ + +A sound waveform might have an abrupt onset or offset. It is often preferred to +apply a window to ramp up and ramp down the volume. + +.. GENERATED FROM PYTHON SOURCE LINES 24-32 + +.. code-block:: Python + + + + import numpy as np + from matplotlib import pyplot as plt + from scipy.signal.windows import tukey + + from stimuli.audio import Tone + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 34-37 + +In this tutorial, we will create a pure tone auditory stimuli and apply a +window with a linear ramp-up and a linear ramp-down to smooth the onset and +offset. + +.. GENERATED FROM PYTHON SOURCE LINES 40-45 + +Create a pure tone +------------------ + +To create the stimuli, we create a :class:`~stimuli.audio.Tone` object with +a given volume and frequency. + +.. GENERATED FROM PYTHON SOURCE LINES 45-48 + +.. code-block:: Python + + + sound = Tone(frequency=200, volume=10, duration=0.1) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 49-52 + +By default, a generated signal will have a rectangular window applied. A +recctangular window is equal to 0 outside of the signal definition range, and +to 1 inside. We can plot the waveform of one of the channels: + +.. GENERATED FROM PYTHON SOURCE LINES 52-70 + +.. code-block:: Python + + + # draw the waveform + _, ax = sound.plot() + ax.set_title("Waveform - Rectangular window") + + # overlay a rectangular window + # note: for demonstration purposes, we make the window 20% longer than the + # signal by extending it by 10% before and after the signal. + extension = int(0.1 * sound.times.size) + window = np.zeros(extension + sound.times.size + extension) + window[extension + 1 : extension + sound.times.size] = 1 / sound.volume + # determine the timestamps associated to each sample in the window (ms) + window_times = np.arange(0, 1 / sound.sample_rate * window.size, 1 / sound.sample_rate) + window_times -= extension / sound.sample_rate + # draw the window + ax.plot(window_times, window, color="crimson") + plt.show() + + + + +.. image-sg:: /generated/tutorials/images/sphx_glr_30_apply_a_window_001.png + :alt: Waveform - Rectangular window + :srcset: /generated/tutorials/images/sphx_glr_30_apply_a_window_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 71-78 + +Create a different window +------------------------- + +For this tutorial, we will define a window with a ramp from ``0`` to ``1`` +during the first 10% of the total duration, and a ramp from ``1`` to ``0`` +during the last 10% of the total duration. A correctly defined window is a +1D `~numpy.array` with the same number of samples as the sound. + +.. GENERATED FROM PYTHON SOURCE LINES 78-85 + +.. code-block:: Python + + + window = np.ones(sound.times.size) + n_samples_ramp = int(0.1 * sound.times.size) + ramp = np.linspace(start=0, stop=1, num=n_samples_ramp) + window[:n_samples_ramp] = ramp + window[-n_samples_ramp:] = ramp[::-1] + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 86-90 + +Change the window +----------------- + +We can change the applied window by setting the property ``window``. + +.. GENERATED FROM PYTHON SOURCE LINES 90-99 + +.. code-block:: Python + + + sound.window = window + + # draw the modified sound and the window + _, ax = sound.plot() + ax.set_title("Waveform - Ramp onset/offset window") + ax.plot(sound.times, window / sound.volume, color="crimson") # overlay the window + plt.show() + + + + +.. image-sg:: /generated/tutorials/images/sphx_glr_30_apply_a_window_002.png + :alt: Waveform - Ramp onset/offset window + :srcset: /generated/tutorials/images/sphx_glr_30_apply_a_window_002.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 100-105 + +Scipy windows +------------- + +`scipy`_ has many windows implemented in :mod:`scipy.signal.windows`. For instance +we can use a Tukey window with the function `~scipy.signal.windows.tukey`. + +.. GENERATED FROM PYTHON SOURCE LINES 105-114 + +.. code-block:: Python + + + window = tukey(sound.times.size) + sound.window = window + + # draw the modified sound and the window + _, ax = sound.plot() + ax.set_title("Waveform - Tukey window") + ax.plot(sound.times, window / sound.volume, color="crimson") # overlay the window + plt.show() + + + +.. image-sg:: /generated/tutorials/images/sphx_glr_30_apply_a_window_003.png + :alt: Waveform - Tukey window + :srcset: /generated/tutorials/images/sphx_glr_30_apply_a_window_003.png + :class: sphx-glr-single-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 4.736 seconds) + +**Estimated memory usage:** 167 MB + + +.. _sphx_glr_download_generated_tutorials_30_apply_a_window.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: 30_apply_a_window.ipynb <30_apply_a_window.ipynb>` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: 30_apply_a_window.py <30_apply_a_window.py>` + + .. container:: sphx-glr-download sphx-glr-download-zip + + :download:`Download zipped: 30_apply_a_window.zip <30_apply_a_window.zip>` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/_sources/generated/tutorials/40_sychronize_sound_and_trigger.rst.txt b/_sources/generated/tutorials/40_sychronize_sound_and_trigger.rst.txt new file mode 100644 index 00000000..a2077836 --- /dev/null +++ b/_sources/generated/tutorials/40_sychronize_sound_and_trigger.rst.txt @@ -0,0 +1,124 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "generated/tutorials/40_sychronize_sound_and_trigger.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code. + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_generated_tutorials_40_sychronize_sound_and_trigger.py: + + +============================= +Synchronize sound and trigger +============================= + +Often, a trigger must be emitted simultenously with a sound onset, with as little delay +and jitter as possible. With ``stimuli``, similarly to ``psychtoolbox``, the key concept +is to schedule the sound. + +First, let's have a look at our default device latency. + +.. GENERATED FROM PYTHON SOURCE LINES 12-22 + +.. code-block:: Python + + + import sounddevice as sd + + from stimuli.audio import SoundAM + from stimuli.time import sleep + from stimuli.triggers import MockTrigger + + idx = sd.default.device["output"] + print(f"Low-latency (s): {sd.query_devices()[idx]['default_low_output_latency']}") + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + Low-latency (s): 0.008684807256235827 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 23-26 + +Next, we can schedule a sound with the argument ``when`` which will use the clock +provided in the argument ``clock`` to schedule the sound. Then, we wait for this +duration to elapse before sending the trigger. + +.. GENERATED FROM PYTHON SOURCE LINES 26-38 + +.. code-block:: Python + + + trigger = MockTrigger() # replace with your trigger object + sound = SoundAM( + frequency_carrier=1000, + frequency_modulation=40, + method="dsbsc", + volume=10, + duration=1, + ) + sound.play(when=0.5, blocking=False) + sleep(0.5) + trigger.signal(1) + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + [mock.signal] INFO: Mock set to 1. + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 0.710 seconds) + +**Estimated memory usage:** 144 MB + + +.. _sphx_glr_download_generated_tutorials_40_sychronize_sound_and_trigger.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: 40_sychronize_sound_and_trigger.ipynb <40_sychronize_sound_and_trigger.ipynb>` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: 40_sychronize_sound_and_trigger.py <40_sychronize_sound_and_trigger.py>` + + .. container:: sphx-glr-download sphx-glr-download-zip + + :download:`Download zipped: 40_sychronize_sound_and_trigger.zip <40_sychronize_sound_and_trigger.zip>` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/_sources/generated/tutorials/index.rst.txt b/_sources/generated/tutorials/index.rst.txt new file mode 100644 index 00000000..06f6570a --- /dev/null +++ b/_sources/generated/tutorials/index.rst.txt @@ -0,0 +1,115 @@ +:orphan: + +Tutorials +========= + + + +.. raw:: html + +

+ +.. thumbnail-parent-div-open + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/tutorials/images/thumb/sphx_glr_10_base_sounds_thumb.png + :alt: + + :ref:`sphx_glr_generated_tutorials_10_base_sounds.py` + +.. raw:: html + +
Base sounds
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/tutorials/images/thumb/sphx_glr_20_colored_noise_thumb.png + :alt: + + :ref:`sphx_glr_generated_tutorials_20_colored_noise.py` + +.. raw:: html + +
Colored noise
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/tutorials/images/thumb/sphx_glr_30_apply_a_window_thumb.png + :alt: + + :ref:`sphx_glr_generated_tutorials_30_apply_a_window.py` + +.. raw:: html + +
Apply a window
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/tutorials/images/thumb/sphx_glr_40_sychronize_sound_and_trigger_thumb.png + :alt: + + :ref:`sphx_glr_generated_tutorials_40_sychronize_sound_and_trigger.py` + +.. raw:: html + +
Synchronize sound and trigger
+
+ + +.. thumbnail-parent-div-close + +.. raw:: html + +
+ + +.. toctree:: + :hidden: + + /generated/tutorials/10_base_sounds + /generated/tutorials/20_colored_noise + /generated/tutorials/30_apply_a_window + /generated/tutorials/40_sychronize_sound_and_trigger + + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-gallery + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download all examples in Python source code: tutorials_python.zip ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download all examples in Jupyter notebooks: tutorials_jupyter.zip ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/_sources/generated/tutorials/sg_execution_times.rst.txt b/_sources/generated/tutorials/sg_execution_times.rst.txt new file mode 100644 index 00000000..1bbe204d --- /dev/null +++ b/_sources/generated/tutorials/sg_execution_times.rst.txt @@ -0,0 +1,46 @@ + +:orphan: + +.. _sphx_glr_generated_tutorials_sg_execution_times: + + +Computation times +================= +**02:56.241** total execution time for 4 files **from generated/tutorials**: + +.. container:: + + .. raw:: html + + + + + + + + .. list-table:: + :header-rows: 1 + :class: table table-striped sg-datatable + + * - Example + - Time + - Mem (MB) + * - :ref:`sphx_glr_generated_tutorials_10_base_sounds.py` (``10_base_sounds.py``) + - 02:35.598 + - 152.0 + * - :ref:`sphx_glr_generated_tutorials_20_colored_noise.py` (``20_colored_noise.py``) + - 00:15.196 + - 145.1 + * - :ref:`sphx_glr_generated_tutorials_30_apply_a_window.py` (``30_apply_a_window.py``) + - 00:04.736 + - 166.9 + * - :ref:`sphx_glr_generated_tutorials_40_sychronize_sound_and_trigger.py` (``40_sychronize_sound_and_trigger.py``) + - 00:00.710 + - 144.0 diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt new file mode 100644 index 00000000..1ccd1f79 --- /dev/null +++ b/_sources/index.rst.txt @@ -0,0 +1,58 @@ +.. include:: ./links.inc + +Stimuli +======= + +.. toctree:: + :hidden: + + api/index + generated/tutorials/index + changes/index + +Stimuli is a Python package for delivery of auditory stimuli and events via parallel +port or LSL which does not require `PsychoPy`_\ :footcite:p:`peirce_psychopy2_2019, +peirce_generating_2008,peirce_psychopypsychophysics_2007`. Instead, it uses +`sounddevice`_ for auditory stimuli which uses `PortAudio`_ under-the-hood. + +Install +------- + +Stimuli is available on `PyPI `_ and on `conda-forge `_. + +.. tab-set:: + + .. tab-item:: PyPI + + .. code-block:: bash + + pip install stimuli + + Or use the faster `uv`_: + + .. code-block:: bash + + uv pip install stimuli + + .. tab-item:: Conda + + .. code-block:: bash + + conda install -c conda-forge stimuli + + .. tab-item:: Source + + .. code-block:: bash + + pip install git+https://github.com/mscheltienne/stimuli + +License +------- + +``stimuli`` is licensed under the `MIT license`_. +A full copy of the license can be found `on GitHub `_. + +References +---------- + +.. footbibliography:: diff --git a/_sources/sg_execution_times.rst.txt b/_sources/sg_execution_times.rst.txt new file mode 100644 index 00000000..a178e649 --- /dev/null +++ b/_sources/sg_execution_times.rst.txt @@ -0,0 +1,46 @@ + +:orphan: + +.. _sphx_glr_sg_execution_times: + + +Computation times +================= +**02:56.241** total execution time for 4 files **from all galleries**: + +.. container:: + + .. raw:: html + + + + + + + + .. list-table:: + :header-rows: 1 + :class: table table-striped sg-datatable + + * - Example + - Time + - Mem (MB) + * - :ref:`sphx_glr_generated_tutorials_10_base_sounds.py` (``../tutorials/10_base_sounds.py``) + - 02:35.598 + - 152.0 + * - :ref:`sphx_glr_generated_tutorials_20_colored_noise.py` (``../tutorials/20_colored_noise.py``) + - 00:15.196 + - 145.1 + * - :ref:`sphx_glr_generated_tutorials_30_apply_a_window.py` (``../tutorials/30_apply_a_window.py``) + - 00:04.736 + - 166.9 + * - :ref:`sphx_glr_generated_tutorials_40_sychronize_sound_and_trigger.py` (``../tutorials/40_sychronize_sound_and_trigger.py``) + - 00:00.710 + - 144.0 diff --git a/_sphinx_design_static/design-tabs.js b/_sphinx_design_static/design-tabs.js new file mode 100644 index 00000000..b25bd6a4 --- /dev/null +++ b/_sphinx_design_static/design-tabs.js @@ -0,0 +1,101 @@ +// 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----------------------------------------------------------- */ + +div.admonition { + margin-top: 10px; + margin-bottom: 10px; + padding: 7px; +} + +div.admonition dt { + font-weight: bold; +} + +p.admonition-title { + margin: 0px 10px 5px 0px; + font-weight: bold; +} + +div.body p.centered { + text-align: center; + margin-top: 25px; +} + +/* -- content of sidebars/topics/admonitions -------------------------------- */ + +div.sidebar > :last-child, +aside.sidebar > :last-child, +nav.contents > :last-child, +aside.topic > :last-child, +div.topic > :last-child, +div.admonition > :last-child { + margin-bottom: 0; +} + +div.sidebar::after, +aside.sidebar::after, +nav.contents::after, +aside.topic::after, +div.topic::after, +div.admonition::after, +blockquote::after { + display: block; + content: ''; + clear: both; +} + +/* -- tables ---------------------------------------------------------------- */ + +table.docutils { + margin-top: 10px; + margin-bottom: 10px; + border: 0; + 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a("cut"),t};var l=function(t){var e,n,o,r=1 + + + + diff --git a/_static/copybutton.css b/_static/copybutton.css new file mode 100644 index 00000000..f1916ec7 --- /dev/null +++ b/_static/copybutton.css @@ -0,0 +1,94 @@ +/* Copy buttons */ +button.copybtn { + position: absolute; + display: flex; + top: .3em; + right: .3em; + width: 1.7em; + height: 1.7em; + opacity: 0; + transition: opacity 0.3s, border .3s, background-color .3s; + user-select: none; + padding: 0; + border: none; + outline: none; + border-radius: 0.4em; + /* The colors that GitHub uses */ + border: #1b1f2426 1px solid; + background-color: #f6f8fa; + color: #57606a; +} + +button.copybtn.success { + border-color: #22863a; + color: #22863a; +} + +button.copybtn svg { + stroke: currentColor; + width: 1.5em; + height: 1.5em; + padding: 0.1em; +} + +div.highlight { + position: relative; +} + +/* Show the copybutton */ +.highlight:hover button.copybtn, button.copybtn.success { + opacity: 1; +} + +.highlight button.copybtn:hover { + background-color: rgb(235, 235, 235); +} + +.highlight button.copybtn:active { + background-color: rgb(187, 187, 187); +} + +/** + * A minimal CSS-only tooltip copied from: + * https://codepen.io/mildrenben/pen/rVBrpK + * + * To use, write HTML like the following: + * + *

Short

+ */ + .o-tooltip--left { + position: relative; + } + + .o-tooltip--left:after { + opacity: 0; + visibility: hidden; + position: absolute; + content: attr(data-tooltip); + padding: .2em; + font-size: .8em; + left: -.2em; + background: grey; + color: white; + white-space: nowrap; + z-index: 2; + border-radius: 2px; + transform: translateX(-102%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); +} + +.o-tooltip--left:hover:after { + display: block; + opacity: 1; + visibility: visible; + transform: translateX(-100%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); + transition-delay: .5s; +} + +/* By default the copy button shouldn't show up when printing a page */ +@media print { + button.copybtn { + display: none; + } +} diff --git a/_static/copybutton.js b/_static/copybutton.js new file mode 100644 index 00000000..e0da1932 --- /dev/null +++ b/_static/copybutton.js @@ -0,0 +1,248 @@ +// Localization support +const messages = { + 'en': { + 'copy': 'Copy', + 'copy_to_clipboard': 'Copy to clipboard', + 'copy_success': 'Copied!', + 'copy_failure': 'Failed to copy', + }, + 'es' : { + 'copy': 'Copiar', + 'copy_to_clipboard': 'Copiar al portapapeles', + 'copy_success': '¡Copiado!', + 'copy_failure': 'Error al copiar', + }, + 'de' : { + 'copy': 'Kopieren', + 'copy_to_clipboard': 'In die Zwischenablage kopieren', + 'copy_success': 'Kopiert!', + 'copy_failure': 'Fehler beim Kopieren', + }, + 'fr' : { + 'copy': 'Copier', + 'copy_to_clipboard': 'Copier dans le presse-papier', + 'copy_success': 'Copié !', + 'copy_failure': 'Échec de la copie', + }, + 'ru': { + 'copy': 'Скопировать', + 'copy_to_clipboard': 'Скопировать в буфер', + 'copy_success': 'Скопировано!', + 'copy_failure': 'Не удалось скопировать', + }, + 'zh-CN': { + 'copy': '复制', + 'copy_to_clipboard': '复制到剪贴板', + 'copy_success': '复制成功!', + 'copy_failure': '复制失败', + }, + 'it' : { + 'copy': 'Copiare', + 'copy_to_clipboard': 'Copiato negli appunti', + 'copy_success': 'Copiato!', + 'copy_failure': 'Errore durante la copia', + } +} + +let locale = 'en' +if( document.documentElement.lang !== undefined + && messages[document.documentElement.lang] !== undefined ) { + locale = document.documentElement.lang +} + +let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT; +if (doc_url_root == '#') { + doc_url_root = ''; +} + +/** + * SVG files for our copy buttons + */ +let iconCheck = ` + ${messages[locale]['copy_success']} + + +` + +// If the user specified their own SVG use that, otherwise use the default +let iconCopy = ``; +if (!iconCopy) { + iconCopy = ` + ${messages[locale]['copy_to_clipboard']} + + + +` +} + +/** + * Set up copy/paste for code blocks + */ + +const runWhenDOMLoaded = cb => { + if (document.readyState != 'loading') { + cb() + } else if (document.addEventListener) { + document.addEventListener('DOMContentLoaded', cb) + } else { + document.attachEvent('onreadystatechange', function() { + if (document.readyState == 'complete') cb() + }) + } +} + +const codeCellId = index => `codecell${index}` + +// Clears selected text since ClipboardJS will select the text when copying +const clearSelection = () => { + if (window.getSelection) { + window.getSelection().removeAllRanges() + } else if (document.selection) { + document.selection.empty() + } +} + +// Changes tooltip text for a moment, then changes it back +// We want the timeout of our `success` class to be a bit shorter than the +// tooltip and icon change, so that we can hide the icon before changing back. +var timeoutIcon = 2000; +var timeoutSuccessClass = 1500; + +const temporarilyChangeTooltip = (el, oldText, newText) => { + el.setAttribute('data-tooltip', newText) + el.classList.add('success') + // Remove success a little bit sooner than we change the tooltip + // So that we can use CSS to hide the copybutton first + setTimeout(() => el.classList.remove('success'), timeoutSuccessClass) + setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon) +} + +// Changes the copy button icon for two seconds, then changes it back +const temporarilyChangeIcon = (el) => { + el.innerHTML = iconCheck; + setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon) +} + +const addCopyButtonToCodeCells = () => { + // If ClipboardJS hasn't loaded, wait a bit and try again. This + // happens because we load ClipboardJS asynchronously. + if (window.ClipboardJS === undefined) { + setTimeout(addCopyButtonToCodeCells, 250) + return + } + + // Add copybuttons to all of our code cells + const COPYBUTTON_SELECTOR = 'div.highlight pre'; + const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR) + codeCells.forEach((codeCell, index) => { + const id = codeCellId(index) + codeCell.setAttribute('id', id) + + const clipboardButton = id => + `` + codeCell.insertAdjacentHTML('afterend', clipboardButton(id)) + }) + +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} + + +var copyTargetText = (trigger) => { + var target = document.querySelector(trigger.attributes['data-clipboard-target'].value); + + // get filtered text + let exclude = '.linenos'; + + let text = filterText(target, exclude); + return formatCopyText(text, '>>> |\\.\\.\\. |\\$ |In \\[\\d*\\]: | {2,5}\\.\\.\\.: | {5,8}: ', true, true, true, true, '', '') +} + + // Initialize with a callback so we can modify the text before copy + const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText}) + + // Update UI with error/success messages + clipboard.on('success', event => { + clearSelection() + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success']) + temporarilyChangeIcon(event.trigger) + }) + + clipboard.on('error', event => { + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure']) + }) +} + +runWhenDOMLoaded(addCopyButtonToCodeCells) \ No newline at end of file diff --git a/_static/copybutton_funcs.js b/_static/copybutton_funcs.js new file mode 100644 index 00000000..dbe1aaad --- /dev/null +++ b/_static/copybutton_funcs.js @@ -0,0 +1,73 @@ +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +export function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} diff --git a/_static/css/style.css b/_static/css/style.css new file mode 100644 index 00000000..77e7db1c --- /dev/null +++ b/_static/css/style.css @@ -0,0 +1,4 @@ +div.sphx-glr-download-link-note { + height: 0px; + visibility: hidden; +} diff --git a/_static/debug.css b/_static/debug.css new file mode 100644 index 00000000..74d4aec3 --- /dev/null +++ b/_static/debug.css @@ -0,0 +1,69 @@ +/* + This CSS file should be overridden by the theme authors. It's + meant for debugging and developing the skeleton that this theme provides. +*/ +body { + font-family: -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif, + "Apple Color Emoji", "Segoe UI Emoji"; + background: lavender; +} +.sb-announcement { + background: rgb(131, 131, 131); +} +.sb-announcement__inner { + background: black; + color: white; +} +.sb-header { + background: lightskyblue; +} +.sb-header__inner { + background: royalblue; + color: white; +} +.sb-header-secondary { + background: lightcyan; +} +.sb-header-secondary__inner { + background: cornflowerblue; + color: white; +} +.sb-sidebar-primary { + background: lightgreen; +} +.sb-main { + background: blanchedalmond; +} +.sb-main__inner { + background: antiquewhite; +} +.sb-header-article { + background: lightsteelblue; +} +.sb-article-container { + background: snow; +} +.sb-article-main { + background: white; +} +.sb-footer-article { + background: lightpink; +} +.sb-sidebar-secondary { + background: lightgoldenrodyellow; +} +.sb-footer-content { + background: plum; +} +.sb-footer-content__inner { + background: palevioletred; +} +.sb-footer { + background: pink; +} +.sb-footer__inner { + background: salmon; +} +.sb-article { + background: white; +} diff --git a/_static/design-tabs.js b/_static/design-tabs.js new file mode 100644 index 00000000..b25bd6a4 --- /dev/null +++ b/_static/design-tabs.js @@ -0,0 +1,101 @@ +// @ts-check + +// Extra JS capability for selected tabs to be synced +// The selection is stored in local storage so that it persists across page loads. + +/** + * @type {Record} + */ +let sd_id_to_elements = {}; +const storageKeyPrefix = "sphinx-design-tab-id-"; + +/** + * Create a key for a tab element. + * @param {HTMLElement} el - The tab element. + * @returns {[string, string, string] | null} - The key. + * + */ +function create_key(el) { + let syncId = el.getAttribute("data-sync-id"); + let syncGroup = el.getAttribute("data-sync-group"); + if (!syncId || !syncGroup) return null; + return [syncGroup, syncId, syncGroup + "--" + syncId]; +} + +/** + * Initialize the tab selection. + * + */ +function ready() { + // Find all tabs with sync data + + /** @type {string[]} */ + let groups = []; + + document.querySelectorAll(".sd-tab-label").forEach((label) => { + if (label instanceof HTMLElement) { + let data = create_key(label); + if (data) { + let [group, id, key] = data; + + // add click event listener + // @ts-ignore + label.onclick = onSDLabelClick; + + // store map of key to elements + if (!sd_id_to_elements[key]) { + sd_id_to_elements[key] = []; + } + sd_id_to_elements[key].push(label); + + if (groups.indexOf(group) === -1) { + groups.push(group); + // Check if a specific tab has been selected via URL parameter + const tabParam = new URLSearchParams(window.location.search).get( + group + ); + if (tabParam) { + console.log( + "sphinx-design: Selecting tab id for group '" + + group + + "' from URL parameter: " + + tabParam + ); + window.sessionStorage.setItem(storageKeyPrefix + group, tabParam); + } + } + + // Check is a specific tab has been selected previously + let previousId = window.sessionStorage.getItem( + storageKeyPrefix + group + ); + if (previousId === id) { + // console.log( + // "sphinx-design: Selecting tab from session storage: " + id + // ); + // @ts-ignore + label.previousElementSibling.checked = true; + } + } + } + }); +} + +/** + * Activate other tabs with the same sync id. + * + * @this {HTMLElement} - The element that was clicked. + */ +function onSDLabelClick() { + let data = create_key(this); + if (!data) return; + let [group, id, key] = data; + for (const label of sd_id_to_elements[key]) { + if (label === this) continue; + // @ts-ignore + label.previousElementSibling.checked = true; + } + window.sessionStorage.setItem(storageKeyPrefix + group, id); +} + +document.addEventListener("DOMContentLoaded", ready, false); diff --git a/_static/doctools.js b/_static/doctools.js new file mode 100644 index 00000000..4d67807d --- /dev/null +++ b/_static/doctools.js @@ -0,0 +1,156 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Base JavaScript utilities for all Sphinx HTML documentation. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([ + "TEXTAREA", + "INPUT", + "SELECT", + "BUTTON", +]); + +const _ready = (callback) => { + if (document.readyState !== "loading") { + callback(); + } else { + document.addEventListener("DOMContentLoaded", callback); + } +}; + +/** + * Small JavaScript module for the documentation. + */ +const Documentation = { + init: () => { + Documentation.initDomainIndexTable(); + Documentation.initOnKeyListeners(); + }, + + /** + * i18n support + */ + TRANSLATIONS: {}, + PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), + LOCALE: "unknown", + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext: (string) => { + const translated = Documentation.TRANSLATIONS[string]; + switch (typeof translated) { + case "undefined": + return string; // no translation + case "string": + return translated; // translation exists + default: + return translated[0]; // (singular, plural) translation tuple exists + } + }, + + ngettext: (singular, plural, n) => { + const translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated !== "undefined") + return translated[Documentation.PLURAL_EXPR(n)]; + return n === 1 ? singular : plural; + }, + + addTranslations: (catalog) => { + Object.assign(Documentation.TRANSLATIONS, catalog.messages); + Documentation.PLURAL_EXPR = new Function( + "n", + `return (${catalog.plural_expr})` + ); + Documentation.LOCALE = catalog.locale; + }, + + /** + * helper function to focus on search bar + */ + focusSearchBar: () => { + document.querySelectorAll("input[name=q]")[0]?.focus(); + }, + + /** + * Initialise the domain index toggle buttons + */ + initDomainIndexTable: () => { + const toggler = (el) => { + const idNumber = el.id.substr(7); + const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); + if (el.src.substr(-9) === "minus.png") { + el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; + toggledRows.forEach((el) => (el.style.display = "none")); + } else { + el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; + toggledRows.forEach((el) => (el.style.display = "")); + } + }; + + const togglerElements = document.querySelectorAll("img.toggler"); + togglerElements.forEach((el) => + el.addEventListener("click", (event) => toggler(event.currentTarget)) + ); + togglerElements.forEach((el) => (el.style.display = "")); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); + }, + + initOnKeyListeners: () => { + // only install a listener if it is really needed + if ( + !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && + !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS + ) + return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.altKey || event.ctrlKey || event.metaKey) return; + + if (!event.shiftKey) { + switch (event.key) { + case "ArrowLeft": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const prevLink = document.querySelector('link[rel="prev"]'); + if (prevLink && prevLink.href) { + window.location.href = prevLink.href; + event.preventDefault(); + } + break; + case "ArrowRight": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const nextLink = document.querySelector('link[rel="next"]'); + if (nextLink && nextLink.href) { + window.location.href = nextLink.href; + event.preventDefault(); + } + break; + } + } + + // some keyboard layouts may need Shift to get / + switch (event.key) { + case "/": + if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; + Documentation.focusSearchBar(); + event.preventDefault(); + } + }); + }, +}; + +// quick alias for translations +const _ = Documentation.gettext; + +_ready(Documentation.init); diff --git a/_static/documentation_options.js b/_static/documentation_options.js new file mode 100644 index 00000000..5c572ef9 --- /dev/null +++ b/_static/documentation_options.js @@ -0,0 +1,13 @@ +const DOCUMENTATION_OPTIONS = { + VERSION: '1.0.0.dev0', + LANGUAGE: 'en', + COLLAPSE_INDEX: false, + BUILDER: 'html', + FILE_SUFFIX: '.html', + LINK_SUFFIX: '.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '.txt', + NAVIGATION_WITH_KEYS: false, + SHOW_SEARCH_SUMMARY: true, + ENABLE_SEARCH_SHORTCUTS: true, +}; \ No newline at end of file diff --git a/_static/file.png b/_static/file.png new file mode 100644 index 0000000000000000000000000000000000000000..a858a410e4faa62ce324d814e4b816fff83a6fb3 GIT binary patch literal 286 zcmV+(0pb3MP)s`hMrGg#P~ix$^RISR_I47Y|r1 z_CyJOe}D1){SET-^Amu_i71Lt6eYfZjRyw@I6OQAIXXHDfiX^GbOlHe=Ae4>0m)d(f|Me07*qoM6N<$f}vM^LjV8( literal 0 HcmV?d00001 diff --git a/_static/jupyterlite_badge_logo.svg b/_static/jupyterlite_badge_logo.svg new file mode 100644 index 00000000..5de36d7f --- /dev/null +++ b/_static/jupyterlite_badge_logo.svg @@ -0,0 +1,3 @@ + + +launchlaunchlitelite \ No newline at end of file diff --git a/_static/language_data.js b/_static/language_data.js new file mode 100644 index 00000000..367b8ed8 --- /dev/null +++ b/_static/language_data.js @@ -0,0 +1,199 @@ +/* + * language_data.js + * ~~~~~~~~~~~~~~~~ + * + * This script contains the language-specific data used by searchtools.js, + * namely the list of stopwords, stemmer, scorer and splitter. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; + + +/* Non-minified version is copied as a separate JS file, if available */ + +/** + * Porter Stemmer + */ +var Stemmer = function() { + + var step2list = { + ational: 'ate', + tional: 'tion', + enci: 'ence', + anci: 'ance', + izer: 'ize', + bli: 'ble', + alli: 'al', + entli: 'ent', + eli: 'e', + ousli: 'ous', + ization: 'ize', + ation: 'ate', + ator: 'ate', + alism: 'al', + iveness: 'ive', + fulness: 'ful', + ousness: 'ous', + aliti: 'al', + iviti: 'ive', + biliti: 'ble', + logi: 'log' + }; + + var step3list = { + icate: 'ic', + ative: '', + alize: 'al', + iciti: 'ic', + ical: 'ic', + ful: '', + ness: '' + }; + + var c = "[^aeiou]"; // consonant + var v = "[aeiouy]"; // vowel + var C = c + "[^aeiouy]*"; // consonant sequence + var V = v + "[aeiou]*"; // vowel sequence + + var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0 + var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1 + var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 + var s_v = "^(" + C + ")?" + v; // vowel in stem + + this.stemWord = function (w) { + var stem; + var suffix; + var firstch; + var origword = w; + + if (w.length < 3) + return w; + + var re; + var re2; + var re3; + var re4; + + firstch = w.substr(0,1); + if (firstch == "y") + w = firstch.toUpperCase() + w.substr(1); + + // Step 1a + re = /^(.+?)(ss|i)es$/; + re2 = /^(.+?)([^s])s$/; + + if (re.test(w)) + w = w.replace(re,"$1$2"); + else if (re2.test(w)) + w = w.replace(re2,"$1$2"); + + // Step 1b + re = /^(.+?)eed$/; + re2 = /^(.+?)(ed|ing)$/; + if (re.test(w)) { + var fp = re.exec(w); + re = new RegExp(mgr0); + if (re.test(fp[1])) { + re = /.$/; + w = w.replace(re,""); + } + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1]; + re2 = new RegExp(s_v); + if (re2.test(stem)) { + w = stem; + re2 = /(at|bl|iz)$/; + re3 = new RegExp("([^aeiouylsz])\\1$"); + re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re2.test(w)) + w = w + "e"; + else if (re3.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + else if (re4.test(w)) + w = w + "e"; + } + } + + // Step 1c + re = /^(.+?)y$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(s_v); + if (re.test(stem)) + w = stem + "i"; + } + + // Step 2 + re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step2list[suffix]; + } + + // Step 3 + re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step3list[suffix]; + } + + // Step 4 + re = 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false,\n nestedClass: \"active\",\n\n // Offset & reflow\n offset: 0,\n reflow: false,\n\n // Event support\n events: true,\n };\n\n //\n // Methods\n //\n\n /**\n * Merge two or more objects together.\n * @param {Object} objects The objects to merge together\n * @returns {Object} Merged values of defaults and options\n */\n var extend = function () {\n var merged = {};\n Array.prototype.forEach.call(arguments, function (obj) {\n for (var key in obj) {\n if (!obj.hasOwnProperty(key)) return;\n merged[key] = obj[key];\n }\n });\n return merged;\n };\n\n /**\n * Emit a custom event\n * @param {String} type The event type\n * @param {Node} elem The element to attach the event to\n * @param {Object} detail Any details to pass along with the event\n */\n var emitEvent = function (type, elem, detail) {\n // Make sure events are enabled\n if (!detail.settings.events) return;\n\n // Create a new event\n var event = new CustomEvent(type, {\n bubbles: true,\n cancelable: true,\n detail: detail,\n });\n\n // Dispatch the event\n elem.dispatchEvent(event);\n };\n\n /**\n * Get an element's distance from the top of the Document.\n * @param {Node} elem The element\n * @return {Number} Distance from the top in pixels\n */\n var getOffsetTop = function (elem) {\n var location = 0;\n if (elem.offsetParent) {\n while (elem) {\n location += elem.offsetTop;\n elem = elem.offsetParent;\n }\n }\n return location >= 0 ? location : 0;\n };\n\n /**\n * Sort content from first to last in the DOM\n * @param {Array} contents The content areas\n */\n var sortContents = function (contents) {\n if (contents) {\n contents.sort(function (item1, item2) {\n var offset1 = getOffsetTop(item1.content);\n var offset2 = getOffsetTop(item2.content);\n if (offset1 < offset2) return -1;\n return 1;\n });\n }\n };\n\n /**\n * Get the offset to use for calculating position\n * @param {Object} settings The settings for this instantiation\n * @return {Float} The number of pixels to offset the calculations\n */\n var getOffset = function (settings) {\n // if the offset is a function run it\n if (typeof settings.offset === \"function\") {\n return parseFloat(settings.offset());\n }\n\n // Otherwise, return it as-is\n return parseFloat(settings.offset);\n };\n\n /**\n * Get the document element's height\n * @private\n * @returns {Number}\n */\n var getDocumentHeight = function () {\n return Math.max(\n document.body.scrollHeight,\n document.documentElement.scrollHeight,\n document.body.offsetHeight,\n document.documentElement.offsetHeight,\n document.body.clientHeight,\n document.documentElement.clientHeight,\n );\n };\n\n /**\n * Determine if an element is in view\n * @param {Node} elem The element\n * @param {Object} settings The settings for this instantiation\n * @param {Boolean} bottom If true, check if element is above bottom of viewport instead\n * @return {Boolean} Returns true if element is in the viewport\n */\n var isInView = function (elem, settings, bottom) {\n var bounds = elem.getBoundingClientRect();\n var offset = getOffset(settings);\n if (bottom) {\n return (\n parseInt(bounds.bottom, 10) <\n (window.innerHeight || document.documentElement.clientHeight)\n );\n }\n return parseInt(bounds.top, 10) <= offset;\n };\n\n /**\n * Check if at the bottom of the viewport\n * @return {Boolean} If true, page is at the bottom of the viewport\n */\n var isAtBottom = function () {\n if (\n Math.ceil(window.innerHeight + window.pageYOffset) >=\n getDocumentHeight()\n )\n return true;\n return false;\n };\n\n /**\n * Check if the last item should be used (even if not at the top of the page)\n * @param {Object} item The last item\n * @param {Object} settings The settings for this instantiation\n * @return {Boolean} If true, use the last item\n */\n var useLastItem = function (item, settings) {\n if (isAtBottom() && isInView(item.content, settings, true)) return true;\n return false;\n };\n\n /**\n * Get the active content\n * @param {Array} contents The content areas\n * @param {Object} settings The settings for this instantiation\n * @return {Object} The content area and matching navigation link\n */\n var getActive = function (contents, settings) {\n var last = contents[contents.length - 1];\n if (useLastItem(last, settings)) return last;\n for (var i = contents.length - 1; i >= 0; i--) {\n if (isInView(contents[i].content, settings)) return contents[i];\n }\n };\n\n /**\n * Deactivate parent navs in a nested navigation\n * @param {Node} nav The starting navigation element\n * @param {Object} settings The settings for this instantiation\n */\n var deactivateNested = function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested || !nav.parentNode) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Remove the active class\n li.classList.remove(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n deactivateNested(li, settings);\n };\n\n /**\n * Deactivate a nav and content area\n * @param {Object} items The nav item and content to deactivate\n * @param {Object} settings The settings for this instantiation\n */\n var deactivate = function (items, settings) {\n // Make sure there are items to deactivate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Remove the active class from the nav and content\n li.classList.remove(settings.navClass);\n items.content.classList.remove(settings.contentClass);\n\n // Deactivate any parent navs in a nested navigation\n deactivateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeDeactivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Activate parent navs in a nested navigation\n * @param {Node} nav The starting navigation element\n * @param {Object} settings The settings for this instantiation\n */\n var activateNested = function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Add the active class\n li.classList.add(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n activateNested(li, settings);\n };\n\n /**\n * Activate a nav and content area\n * @param {Object} items The nav item and content to activate\n * @param {Object} settings The settings for this instantiation\n */\n var activate = function (items, settings) {\n // Make sure there are items to activate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Add the active class to the nav and content\n li.classList.add(settings.navClass);\n items.content.classList.add(settings.contentClass);\n\n // Activate any parent navs in a nested navigation\n activateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeActivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Create the Constructor object\n * @param {String} selector The selector to use for navigation items\n * @param {Object} options User options and settings\n */\n var Constructor = function (selector, options) {\n //\n // Variables\n //\n\n var publicAPIs = {};\n var navItems, contents, current, timeout, settings;\n\n //\n // Methods\n //\n\n /**\n * Set variables from DOM elements\n */\n publicAPIs.setup = function () {\n // Get all nav items\n navItems = document.querySelectorAll(selector);\n\n // Create contents array\n contents = [];\n\n // Loop through each item, get it's matching content, and push to the array\n Array.prototype.forEach.call(navItems, function (item) {\n // Get the content for the nav item\n var content = document.getElementById(\n decodeURIComponent(item.hash.substr(1)),\n );\n if (!content) return;\n\n // Push to the contents array\n 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\ No newline at end of file diff --git a/_static/searchtools.js b/_static/searchtools.js new file mode 100644 index 00000000..b08d58c9 --- /dev/null +++ b/_static/searchtools.js @@ -0,0 +1,620 @@ +/* + * searchtools.js + * ~~~~~~~~~~~~~~~~ + * + * Sphinx JavaScript utilities for the full-text search. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +/** + * Simple result scoring code. + */ +if (typeof Scorer === "undefined") { + var Scorer = { + // Implement the following function to further tweak the score for each result + // The function takes a result array [docname, title, anchor, descr, score, filename] + // and returns the new score. + /* + score: result => { + const [docname, title, anchor, descr, score, filename] = result + return score + }, + */ + + // query matches the full name of an object + objNameMatch: 11, + // or matches in the last dotted part of the object name + objPartialMatch: 6, + // Additive scores depending on the priority of the object + objPrio: { + 0: 15, // used to be importantResults + 1: 5, // used to be objectResults + 2: -5, // used to be unimportantResults + }, + // Used when the priority is not in the mapping. + objPrioDefault: 0, + + // query found in title + title: 15, + partialTitle: 7, + // query found in terms + term: 5, + partialTerm: 2, + }; +} + +const _removeChildren = (element) => { + while (element && element.lastChild) element.removeChild(element.lastChild); +}; + +/** + * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping + */ +const _escapeRegExp = (string) => + string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string + +const _displayItem = (item, searchTerms, highlightTerms) => { + const docBuilder = DOCUMENTATION_OPTIONS.BUILDER; + const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX; + const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX; + const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY; + const contentRoot = document.documentElement.dataset.content_root; + + const [docName, title, anchor, descr, score, _filename] = item; + + let listItem = document.createElement("li"); + let requestUrl; + let linkUrl; + if (docBuilder === "dirhtml") { + // dirhtml builder + let dirname = docName + "/"; + if (dirname.match(/\/index\/$/)) + dirname = dirname.substring(0, dirname.length - 6); + else if (dirname === "index/") dirname = ""; + requestUrl = contentRoot + dirname; + linkUrl = requestUrl; + } else { + // normal html builders + requestUrl = contentRoot + docName + docFileSuffix; + linkUrl = docName + docLinkSuffix; + } + let linkEl = listItem.appendChild(document.createElement("a")); + linkEl.href = linkUrl + anchor; + linkEl.dataset.score = score; + linkEl.innerHTML = title; + if (descr) { + listItem.appendChild(document.createElement("span")).innerHTML = + " (" + descr + ")"; + // highlight search terms in the description + if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js + highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); + } + else if (showSearchSummary) + fetch(requestUrl) + .then((responseData) => responseData.text()) + .then((data) => { + if (data) + listItem.appendChild( + Search.makeSearchSummary(data, searchTerms, anchor) + ); + // highlight search terms in the summary + if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js + highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); + }); + Search.output.appendChild(listItem); +}; +const _finishSearch = (resultCount) => { + Search.stopPulse(); + Search.title.innerText = _("Search Results"); + if (!resultCount) + Search.status.innerText = Documentation.gettext( + "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories." + ); + else + Search.status.innerText = _( + "Search finished, found ${resultCount} page(s) matching the search query." + ).replace('${resultCount}', resultCount); +}; +const _displayNextItem = ( + results, + resultCount, + searchTerms, + highlightTerms, +) => { + // results left, load the summary and display it + // this is intended to be dynamic (don't sub resultsCount) + if (results.length) { + _displayItem(results.pop(), searchTerms, highlightTerms); + setTimeout( + () => _displayNextItem(results, resultCount, searchTerms, highlightTerms), + 5 + ); + } + // search finished, update title and status message + else _finishSearch(resultCount); +}; +// Helper function used by query() to order search results. +// Each input is an array of [docname, title, anchor, descr, score, filename]. +// Order the results by score (in opposite order of appearance, since the +// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically. +const _orderResultsByScoreThenName = (a, b) => { + const leftScore = a[4]; + const rightScore = b[4]; + if (leftScore === rightScore) { + // same score: sort alphabetically + const leftTitle = a[1].toLowerCase(); + const rightTitle = b[1].toLowerCase(); + if (leftTitle === rightTitle) return 0; + return leftTitle > rightTitle ? -1 : 1; // inverted is intentional + } + return leftScore > rightScore ? 1 : -1; +}; + +/** + * Default splitQuery function. Can be overridden in ``sphinx.search`` with a + * custom function per language. + * + * The regular expression works by splitting the string on consecutive characters + * that are not Unicode letters, numbers, underscores, or emoji characters. + * This is the same as ``\W+`` in Python, preserving the surrogate pair area. + */ +if (typeof splitQuery === "undefined") { + var splitQuery = (query) => query + .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu) + .filter(term => term) // remove remaining empty strings +} + +/** + * Search Module + */ +const Search = { + _index: null, + _queued_query: null, + _pulse_status: -1, + + htmlToText: (htmlString, anchor) => { + const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); + for (const removalQuery of [".headerlink", "script", "style"]) { + htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() }); + } + if (anchor) { + const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`); + if (anchorContent) return anchorContent.textContent; + + console.warn( + `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.` + ); + } + + // if anchor not specified or not found, fall back to main content + const docContent = htmlElement.querySelector('[role="main"]'); + if (docContent) return docContent.textContent; + + console.warn( + "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template." + ); + return ""; + }, + + init: () => { + const query = new URLSearchParams(window.location.search).get("q"); + document + .querySelectorAll('input[name="q"]') + .forEach((el) => (el.value = query)); + if (query) Search.performSearch(query); + }, + + loadIndex: (url) => + (document.body.appendChild(document.createElement("script")).src = url), + + setIndex: (index) => { + Search._index = index; + if (Search._queued_query !== null) { + const query = Search._queued_query; + Search._queued_query = null; + Search.query(query); + } + }, + + hasIndex: () => Search._index !== null, + + deferQuery: (query) => (Search._queued_query = query), + + stopPulse: () => (Search._pulse_status = -1), + + startPulse: () => { + if (Search._pulse_status >= 0) return; + + const pulse = () => { + Search._pulse_status = (Search._pulse_status + 1) % 4; + Search.dots.innerText = ".".repeat(Search._pulse_status); + if (Search._pulse_status >= 0) window.setTimeout(pulse, 500); + }; + pulse(); + }, + + /** + * perform a search for something (or wait until index is loaded) + */ + performSearch: (query) => { + // create the required interface elements + const searchText = document.createElement("h2"); + searchText.textContent = _("Searching"); + const searchSummary = document.createElement("p"); + searchSummary.classList.add("search-summary"); + searchSummary.innerText = ""; + const searchList = document.createElement("ul"); + searchList.classList.add("search"); + + const out = document.getElementById("search-results"); + Search.title = out.appendChild(searchText); + Search.dots = Search.title.appendChild(document.createElement("span")); + Search.status = out.appendChild(searchSummary); + Search.output = out.appendChild(searchList); + + const searchProgress = document.getElementById("search-progress"); + // Some themes don't use the search progress node + if (searchProgress) { + searchProgress.innerText = _("Preparing search..."); + } + Search.startPulse(); + + // index already loaded, the browser was quick! + if (Search.hasIndex()) Search.query(query); + else Search.deferQuery(query); + }, + + _parseQuery: (query) => { + // stem the search terms and add them to the correct list + const stemmer = new Stemmer(); + const searchTerms = new Set(); + const excludedTerms = new Set(); + const highlightTerms = new Set(); + const objectTerms = new Set(splitQuery(query.toLowerCase().trim())); + splitQuery(query.trim()).forEach((queryTerm) => { + const queryTermLower = queryTerm.toLowerCase(); + + // maybe skip this "word" + // stopwords array is from language_data.js + if ( + stopwords.indexOf(queryTermLower) !== -1 || + queryTerm.match(/^\d+$/) + ) + return; + + // stem the word + let word = stemmer.stemWord(queryTermLower); + // select the correct list + if (word[0] === "-") excludedTerms.add(word.substr(1)); + else { + searchTerms.add(word); + highlightTerms.add(queryTermLower); + } + }); + + if (SPHINX_HIGHLIGHT_ENABLED) { // set in sphinx_highlight.js + localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" ")) + } + + // console.debug("SEARCH: searching for:"); + // console.info("required: ", [...searchTerms]); + // console.info("excluded: ", [...excludedTerms]); + + return [query, searchTerms, excludedTerms, highlightTerms, objectTerms]; + }, + + /** + * execute search (requires search index to be loaded) + */ + _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + const allTitles = Search._index.alltitles; + const indexEntries = Search._index.indexentries; + + // Collect multiple result groups to be sorted separately and then ordered. + // Each is an array of [docname, title, anchor, descr, score, filename]. + const normalResults = []; + const nonMainIndexResults = []; + + _removeChildren(document.getElementById("search-progress")); + + const queryLower = query.toLowerCase().trim(); + for (const [title, foundTitles] of Object.entries(allTitles)) { + if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) { + for (const [file, id] of foundTitles) { + const score = Math.round(Scorer.title * queryLower.length / title.length); + const boost = titles[file] === title ? 1 : 0; // add a boost for document titles + normalResults.push([ + docNames[file], + titles[file] !== title ? `${titles[file]} > ${title}` : title, + id !== null ? "#" + id : "", + null, + score + boost, + filenames[file], + ]); + } + } + } + + // search for explicit entries in index directives + for (const [entry, foundEntries] of Object.entries(indexEntries)) { + if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) { + for (const [file, id, isMain] of foundEntries) { + const score = Math.round(100 * queryLower.length / entry.length); + const result = [ + docNames[file], + titles[file], + id ? "#" + id : "", + null, + score, + filenames[file], + ]; + if (isMain) { + normalResults.push(result); + } else { + nonMainIndexResults.push(result); + } + } + } + } + + // lookup as object + objectTerms.forEach((term) => + normalResults.push(...Search.performObjectSearch(term, objectTerms)) + ); + + // lookup as search terms in fulltext + normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms)); + + // let the scorer override scores with a custom scoring function + if (Scorer.score) { + normalResults.forEach((item) => (item[4] = Scorer.score(item))); + nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item))); + } + + // Sort each group of results by score and then alphabetically by name. + normalResults.sort(_orderResultsByScoreThenName); + nonMainIndexResults.sort(_orderResultsByScoreThenName); + + // Combine the result groups in (reverse) order. + // Non-main index entries are typically arbitrary cross-references, + // so display them after other results. + let results = [...nonMainIndexResults, ...normalResults]; + + // remove duplicate search results + // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept + let seen = new Set(); + results = results.reverse().reduce((acc, result) => { + let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(','); + if (!seen.has(resultStr)) { + acc.push(result); + seen.add(resultStr); + } + return acc; + }, []); + + return results.reverse(); + }, + + query: (query) => { + const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query); + const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms); + + // for debugging + //Search.lastresults = results.slice(); // a copy + // console.info("search results:", Search.lastresults); + + // print the results + _displayNextItem(results, results.length, searchTerms, highlightTerms); + }, + + /** + * search for object names + */ + performObjectSearch: (object, objectTerms) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const objects = Search._index.objects; + const objNames = Search._index.objnames; + const titles = Search._index.titles; + + const results = []; + + const objectSearchCallback = (prefix, match) => { + const name = match[4] + const fullname = (prefix ? prefix + "." : "") + name; + const fullnameLower = fullname.toLowerCase(); + if (fullnameLower.indexOf(object) < 0) return; + + let score = 0; + const parts = fullnameLower.split("."); + + // check for different match types: exact matches of full name or + // "last name" (i.e. last dotted part) + if (fullnameLower === object || parts.slice(-1)[0] === object) + score += Scorer.objNameMatch; + else if (parts.slice(-1)[0].indexOf(object) > -1) + score += Scorer.objPartialMatch; // matches in last name + + const objName = objNames[match[1]][2]; + const title = titles[match[0]]; + + // If more than one term searched for, we require other words to be + // found in the name/title/description + const otherTerms = new Set(objectTerms); + otherTerms.delete(object); + if (otherTerms.size > 0) { + const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase(); + if ( + [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0) + ) + return; + } + + let anchor = match[3]; + if (anchor === "") anchor = fullname; + else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname; + + const descr = objName + _(", in ") + title; + + // add custom score for some objects according to scorer + if (Scorer.objPrio.hasOwnProperty(match[2])) + score += Scorer.objPrio[match[2]]; + else score += Scorer.objPrioDefault; + + results.push([ + docNames[match[0]], + fullname, + "#" + anchor, + descr, + score, + filenames[match[0]], + ]); + }; + Object.keys(objects).forEach((prefix) => + objects[prefix].forEach((array) => + objectSearchCallback(prefix, array) + ) + ); + return results; + }, + + /** + * search for full-text terms in the index + */ + performTermsSearch: (searchTerms, excludedTerms) => { + // prepare search + const terms = Search._index.terms; + const titleTerms = Search._index.titleterms; + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + + const scoreMap = new Map(); + const fileMap = new Map(); + + // perform the search on the required terms + searchTerms.forEach((word) => { + const files = []; + const arr = [ + { files: terms[word], score: Scorer.term }, + { files: titleTerms[word], score: Scorer.title }, + ]; + // add support for partial matches + if (word.length > 2) { + const escapedWord = _escapeRegExp(word); + if (!terms.hasOwnProperty(word)) { + Object.keys(terms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: terms[term], score: Scorer.partialTerm }); + }); + } + if (!titleTerms.hasOwnProperty(word)) { + Object.keys(titleTerms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: titleTerms[term], score: Scorer.partialTitle }); + }); + } + } + + // no match but word was a required one + if (arr.every((record) => record.files === undefined)) return; + + // found search word in contents + arr.forEach((record) => { + if (record.files === undefined) return; + + let recordFiles = record.files; + if (recordFiles.length === undefined) recordFiles = [recordFiles]; + files.push(...recordFiles); + + // set score for the word in each file + recordFiles.forEach((file) => { + if (!scoreMap.has(file)) scoreMap.set(file, {}); + scoreMap.get(file)[word] = record.score; + }); + }); + + // create the mapping + files.forEach((file) => { + if (!fileMap.has(file)) fileMap.set(file, [word]); + else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word); + }); + }); + + // now check if the files don't contain excluded terms + const results = []; + for (const [file, wordList] of fileMap) { + // check if all requirements are matched + + // as search terms with length < 3 are discarded + const filteredTermCount = [...searchTerms].filter( + (term) => term.length > 2 + ).length; + if ( + wordList.length !== searchTerms.size && + wordList.length !== filteredTermCount + ) + continue; + + // ensure that none of the excluded terms is in the search result + if ( + [...excludedTerms].some( + (term) => + terms[term] === file || + titleTerms[term] === file || + (terms[term] || []).includes(file) || + (titleTerms[term] || []).includes(file) + ) + ) + break; + + // select one (max) score for the file. + const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w])); + // add result to the result list + results.push([ + docNames[file], + titles[file], + "", + null, + score, + filenames[file], + ]); + } + return results; + }, + + /** + * helper function to return a node containing the + * search summary for a given text. keywords is a list + * of stemmed words. + */ + makeSearchSummary: (htmlText, keywords, anchor) => { + const text = Search.htmlToText(htmlText, anchor); + if (text === "") return null; + + const textLower = text.toLowerCase(); + const actualStartPosition = [...keywords] + .map((k) => textLower.indexOf(k.toLowerCase())) + .filter((i) => i > -1) + .slice(-1)[0]; + const startWithContext = Math.max(actualStartPosition - 120, 0); + + const top = startWithContext === 0 ? "" : "..."; + const tail = startWithContext + 240 < text.length ? "..." : ""; + + let summary = document.createElement("p"); + summary.classList.add("context"); + summary.textContent = top + text.substr(startWithContext, 240).trim() + tail; + + return summary; + }, +}; + +_ready(Search.init); diff --git a/_static/sg_gallery-binder.css b/_static/sg_gallery-binder.css new file mode 100644 index 00000000..420005d2 --- /dev/null +++ b/_static/sg_gallery-binder.css @@ -0,0 +1,11 @@ +/* CSS for binder integration */ + +div.binder-badge { + margin: 1em auto; + vertical-align: middle; +} + +div.lite-badge { + margin: 1em auto; + vertical-align: middle; +} diff --git a/_static/sg_gallery-dataframe.css b/_static/sg_gallery-dataframe.css new file mode 100644 index 00000000..fac74c43 --- /dev/null +++ b/_static/sg_gallery-dataframe.css @@ -0,0 +1,47 @@ +/* Pandas dataframe css */ +/* Taken from: https://github.com/spatialaudio/nbsphinx/blob/fb3ba670fc1ba5f54d4c487573dbc1b4ecf7e9ff/src/nbsphinx.py#L587-L619 */ +html[data-theme="light"] { + --sg-text-color: #000; + --sg-tr-odd-color: #f5f5f5; + --sg-tr-hover-color: rgba(66, 165, 245, 0.2); +} +html[data-theme="dark"] { + --sg-text-color: #fff; + --sg-tr-odd-color: #373737; + --sg-tr-hover-color: rgba(30, 81, 122, 0.2); +} + +table.dataframe { + border: none !important; + border-collapse: collapse; + border-spacing: 0; + border-color: transparent; + color: var(--sg-text-color); + font-size: 12px; + table-layout: fixed; + width: auto; +} +table.dataframe thead { + border-bottom: 1px solid var(--sg-text-color); + vertical-align: bottom; +} +table.dataframe tr, +table.dataframe th, +table.dataframe td { + text-align: right; + vertical-align: middle; + padding: 0.5em 0.5em; + line-height: normal; + white-space: normal; + max-width: none; + border: none; +} +table.dataframe th { + font-weight: bold; +} +table.dataframe tbody tr:nth-child(odd) { + background: var(--sg-tr-odd-color); +} +table.dataframe tbody tr:hover { + background: var(--sg-tr-hover-color); +} diff --git a/_static/sg_gallery-rendered-html.css b/_static/sg_gallery-rendered-html.css new file mode 100644 index 00000000..93dc2ffb --- /dev/null +++ b/_static/sg_gallery-rendered-html.css @@ -0,0 +1,224 @@ +/* Adapted from notebook/static/style/style.min.css */ +html[data-theme="light"] { + --sg-text-color: #000; + --sg-background-color: #ffffff; + --sg-code-background-color: #eff0f1; + --sg-tr-hover-color: rgba(66, 165, 245, 0.2); + --sg-tr-odd-color: #f5f5f5; +} +html[data-theme="dark"] { + --sg-text-color: #fff; + --sg-background-color: #121212; + --sg-code-background-color: #2f2f30; + --sg-tr-hover-color: rgba(66, 165, 245, 0.2); + --sg-tr-odd-color: #1f1f1f; +} + +.rendered_html { + color: var(--sg-text-color); + /* any extras will just be numbers: */ +} +.rendered_html em { + font-style: italic; +} +.rendered_html strong { + font-weight: bold; +} +.rendered_html u { + text-decoration: underline; +} +.rendered_html :link { + text-decoration: underline; +} +.rendered_html :visited { + text-decoration: underline; +} +.rendered_html h1 { + font-size: 185.7%; + margin: 1.08em 0 0 0; + font-weight: bold; + line-height: 1.0; +} +.rendered_html h2 { + font-size: 157.1%; + margin: 1.27em 0 0 0; + font-weight: bold; + line-height: 1.0; +} +.rendered_html h3 { + font-size: 128.6%; + margin: 1.55em 0 0 0; + font-weight: bold; + line-height: 1.0; +} +.rendered_html h4 { + font-size: 100%; + margin: 2em 0 0 0; + font-weight: bold; + line-height: 1.0; +} +.rendered_html h5 { + font-size: 100%; + margin: 2em 0 0 0; + font-weight: bold; + line-height: 1.0; + font-style: italic; +} +.rendered_html h6 { + font-size: 100%; + margin: 2em 0 0 0; + font-weight: bold; + line-height: 1.0; + font-style: italic; +} +.rendered_html h1:first-child { + margin-top: 0.538em; +} +.rendered_html h2:first-child { + margin-top: 0.636em; +} +.rendered_html h3:first-child { + margin-top: 0.777em; +} +.rendered_html h4:first-child { + margin-top: 1em; +} +.rendered_html h5:first-child { + margin-top: 1em; +} +.rendered_html h6:first-child { + margin-top: 1em; +} +.rendered_html ul:not(.list-inline), +.rendered_html ol:not(.list-inline) { + padding-left: 2em; +} +.rendered_html ul { + list-style: disc; +} +.rendered_html ul ul { + list-style: square; + margin-top: 0; +} +.rendered_html ul ul ul { + list-style: circle; +} +.rendered_html ol { + list-style: decimal; +} +.rendered_html ol ol { + list-style: upper-alpha; + margin-top: 0; +} +.rendered_html ol ol ol { + list-style: lower-alpha; +} +.rendered_html ol ol ol ol { + list-style: lower-roman; +} +.rendered_html ol ol ol ol ol { + list-style: decimal; +} +.rendered_html * + ul { + margin-top: 1em; +} +.rendered_html * + ol { + margin-top: 1em; +} +.rendered_html hr { + color: var(--sg-text-color); + background-color: var(--sg-text-color); +} +.rendered_html pre { + margin: 1em 2em; + padding: 0px; + background-color: var(--sg-background-color); +} +.rendered_html code { + background-color: var(--sg-code-background-color); +} +.rendered_html p code { + padding: 1px 5px; +} +.rendered_html pre code { + background-color: var(--sg-background-color); +} +.rendered_html pre, +.rendered_html code { + border: 0; + color: var(--sg-text-color); + font-size: 100%; +} +.rendered_html blockquote { + margin: 1em 2em; +} +.rendered_html table { + margin-left: auto; + margin-right: auto; + border: none; + border-collapse: collapse; + border-spacing: 0; + color: var(--sg-text-color); + font-size: 12px; + table-layout: fixed; +} +.rendered_html thead { + border-bottom: 1px solid var(--sg-text-color); + vertical-align: bottom; +} +.rendered_html tr, +.rendered_html th, +.rendered_html td { + text-align: right; + vertical-align: middle; + padding: 0.5em 0.5em; + line-height: normal; + white-space: normal; + max-width: none; + border: none; +} +.rendered_html th { + font-weight: bold; +} +.rendered_html tbody tr:nth-child(odd) { + background: var(--sg-tr-odd-color); +} +.rendered_html tbody tr:hover { + color: var(--sg-text-color); + background: var(--sg-tr-hover-color); +} +.rendered_html * + table { + margin-top: 1em; +} +.rendered_html p { + text-align: left; +} +.rendered_html * + p { + margin-top: 1em; +} +.rendered_html img { + display: block; + margin-left: auto; + margin-right: auto; +} +.rendered_html * + img { + margin-top: 1em; +} +.rendered_html img, +.rendered_html svg { + max-width: 100%; + height: auto; +} +.rendered_html img.unconfined, +.rendered_html svg.unconfined { + max-width: none; +} +.rendered_html .alert { + margin-bottom: initial; +} +.rendered_html * + .alert { + margin-top: 1em; +} +[dir="rtl"] .rendered_html p { + text-align: right; +} diff --git a/_static/sg_gallery.css b/_static/sg_gallery.css new file mode 100644 index 00000000..9bcd33c8 --- /dev/null +++ b/_static/sg_gallery.css @@ -0,0 +1,367 @@ +/* +Sphinx-Gallery has compatible CSS to fix default sphinx themes +Tested for Sphinx 1.3.1 for all themes: default, alabaster, sphinxdoc, +scrolls, agogo, traditional, nature, haiku, pyramid +Tested for Read the Docs theme 0.1.7 */ + +/* Define light colors */ +:root, html[data-theme="light"], body[data-theme="light"]{ + --sg-tooltip-foreground: black; + --sg-tooltip-background: rgba(250, 250, 250, 0.9); + --sg-tooltip-border: #ccc transparent; + --sg-thumb-box-shadow-color: #6c757d40; + --sg-thumb-hover-border: #0069d9; + --sg-script-out: #888; + --sg-script-pre: #fafae2; + --sg-pytb-foreground: #000; + --sg-pytb-background: #ffe4e4; + --sg-pytb-border-color: #f66; + --sg-download-a-background-color: #ffc; + --sg-download-a-background-image: linear-gradient(to bottom, #ffc, #d5d57e); + --sg-download-a-border-color: 1px solid #c2c22d; + --sg-download-a-color: #000; + --sg-download-a-hover-background-color: #d5d57e; + --sg-download-a-hover-box-shadow-1: rgba(255, 255, 255, 0.1); + --sg-download-a-hover-box-shadow-2: rgba(0, 0, 0, 0.25); +} +@media(prefers-color-scheme: light) { + :root[data-theme="auto"], html[data-theme="auto"], body[data-theme="auto"] { + --sg-tooltip-foreground: black; + --sg-tooltip-background: rgba(250, 250, 250, 0.9); + --sg-tooltip-border: #ccc transparent; + --sg-thumb-box-shadow-color: #6c757d40; + --sg-thumb-hover-border: #0069d9; + --sg-script-out: #888; + --sg-script-pre: #fafae2; + --sg-pytb-foreground: #000; + --sg-pytb-background: #ffe4e4; + --sg-pytb-border-color: #f66; + --sg-download-a-background-color: #ffc; + --sg-download-a-background-image: linear-gradient(to bottom, #ffc, #d5d57e); + --sg-download-a-border-color: 1px solid #c2c22d; + --sg-download-a-color: #000; + --sg-download-a-hover-background-color: #d5d57e; + --sg-download-a-hover-box-shadow-1: rgba(255, 255, 255, 0.1); + --sg-download-a-hover-box-shadow-2: rgba(0, 0, 0, 0.25); + } +} + +html[data-theme="dark"], body[data-theme="dark"] { + --sg-tooltip-foreground: white; + --sg-tooltip-background: rgba(10, 10, 10, 0.9); + --sg-tooltip-border: #333 transparent; + --sg-thumb-box-shadow-color: #79848d40; + --sg-thumb-hover-border: #003975; + --sg-script-out: rgb(179, 179, 179); + --sg-script-pre: #2e2e22; + --sg-pytb-foreground: #fff; + --sg-pytb-background: #1b1717; + --sg-pytb-border-color: #622; + --sg-download-a-background-color: #443; + --sg-download-a-background-image: linear-gradient(to bottom, #443, #221); + --sg-download-a-border-color: 1px solid #3a3a0d; + --sg-download-a-color: #fff; + --sg-download-a-hover-background-color: #616135; + --sg-download-a-hover-box-shadow-1: rgba(0, 0, 0, 0.1); + --sg-download-a-hover-box-shadow-2: rgba(255, 255, 255, 0.25); +} +@media(prefers-color-scheme: dark){ + html[data-theme="auto"], body[data-theme="auto"] { + --sg-tooltip-foreground: white; + --sg-tooltip-background: rgba(10, 10, 10, 0.9); + --sg-tooltip-border: #333 transparent; + --sg-thumb-box-shadow-color: #79848d40; + --sg-thumb-hover-border: #003975; + --sg-script-out: rgb(179, 179, 179); + --sg-script-pre: #2e2e22; + --sg-pytb-foreground: #fff; + --sg-pytb-background: #1b1717; + --sg-pytb-border-color: #622; + --sg-download-a-background-color: #443; + --sg-download-a-background-image: linear-gradient(to bottom, #443, #221); + --sg-download-a-border-color: 1px solid #3a3a0d; + --sg-download-a-color: #fff; + --sg-download-a-hover-background-color: #616135; + --sg-download-a-hover-box-shadow-1: rgba(0, 0, 0, 0.1); + --sg-download-a-hover-box-shadow-2: rgba(255, 255, 255, 0.25); + } +} + +.sphx-glr-thumbnails { + width: 100%; + margin: 0px 0px 20px 0px; + + /* align thumbnails on a grid */ + justify-content: space-between; + display: grid; + /* each grid column should be at least 160px (this will determine + the actual number of columns) and then take as much of the + remaining width as possible */ + grid-template-columns: repeat(auto-fill, minmax(160px, 1fr)); + gap: 15px; +} +.sphx-glr-thumbnails .toctree-wrapper { + /* hide empty toctree divs added to the DOM + by sphinx even though the toctree is hidden + (they would fill grid places with empty divs) */ + display: none; +} +.sphx-glr-thumbcontainer { + background: transparent; + -moz-border-radius: 5px; + -webkit-border-radius: 5px; + border-radius: 5px; + box-shadow: 0 0 10px var(--sg-thumb-box-shadow-color); + + /* useful to absolutely position link in div */ + position: relative; + + /* thumbnail width should include padding and borders + and take all available space */ + box-sizing: border-box; + width: 100%; + padding: 10px; + border: 1px solid transparent; + + /* align content in thumbnail */ + display: flex; + flex-direction: column; + align-items: center; + gap: 7px; +} +.sphx-glr-thumbcontainer p { + position: absolute; + top: 0; + left: 0; +} +.sphx-glr-thumbcontainer p, +.sphx-glr-thumbcontainer p a { + /* link should cover the whole thumbnail div */ + width: 100%; + height: 100%; +} +.sphx-glr-thumbcontainer p a span { + /* text within link should be masked + (we are just interested in the href) */ + display: none; +} +.sphx-glr-thumbcontainer:hover { + border: 1px solid; + border-color: var(--sg-thumb-hover-border); + cursor: pointer; +} +.sphx-glr-thumbcontainer a.internal { + bottom: 0; + display: block; + left: 0; + box-sizing: border-box; + padding: 150px 10px 0; + position: absolute; + right: 0; + top: 0; +} +/* Next one is to avoid Sphinx traditional theme to cover all the +thumbnail with its default link Background color */ +.sphx-glr-thumbcontainer a.internal:hover { + background-color: transparent; +} + +.sphx-glr-thumbcontainer p { + margin: 0 0 0.1em 0; +} +.sphx-glr-thumbcontainer .figure { + margin: 10px; + width: 160px; +} +.sphx-glr-thumbcontainer img { + display: inline; + max-height: 112px; + max-width: 160px; +} + +.sphx-glr-thumbcontainer[tooltip]::before { + content: ""; + position: absolute; + pointer-events: none; + top: 0; + left: 0; + width: 100%; + height: 100%; + z-index: 97; + background-color: var(--sg-tooltip-background); + backdrop-filter: blur(3px); + opacity: 0; + transition: opacity 0.3s; +} + +.sphx-glr-thumbcontainer[tooltip]:hover::before { + opacity: 1; +} + +.sphx-glr-thumbcontainer[tooltip]:hover::after { + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; + color: var(--sg-tooltip-foreground); + content: attr(tooltip); + padding: 10px 10px 5px; + z-index: 98; + width: 100%; + max-height: 100%; + position: absolute; + pointer-events: none; + top: 0; + box-sizing: border-box; + overflow: hidden; + display: -webkit-box; + -webkit-box-orient: vertical; + -webkit-line-clamp: 6; +} + +.sphx-glr-script-out { + color: var(--sg-script-out); + display: flex; + gap: 0.5em; +} +.sphx-glr-script-out::before { + content: "Out:"; + /* These numbers come from the pre style in the pydata sphinx theme. This + * turns out to match perfectly on the rtd theme, but be a bit too low for + * the pydata sphinx theme. As I could not find a dimension to use that was + * scaled the same way, I just picked one option that worked pretty close for + * both. */ + line-height: 1.4; + padding-top: 10px; +} +.sphx-glr-script-out .highlight { + background-color: transparent; + /* These options make the div expand... */ + flex-grow: 1; + /* ... but also keep it from overflowing its flex container. */ + overflow: auto; +} +.sphx-glr-script-out .highlight pre { + background-color: var(--sg-script-pre); + border: 0; + max-height: 30em; + overflow: auto; + padding-left: 1ex; + /* This margin is necessary in the pydata sphinx theme because pre has a box + * shadow which would be clipped by the overflow:auto in the parent div + * above. */ + margin: 2px; + word-break: break-word; +} +.sphx-glr-script-out + p { + margin-top: 1.8em; +} +blockquote.sphx-glr-script-out { + margin-left: 0pt; +} +.sphx-glr-script-out.highlight-pytb .highlight pre { + color: var(--sg-pytb-foreground); + background-color: var(--sg-pytb-background); + border: 1px solid var(--sg-pytb-border-color); + margin-top: 10px; + padding: 7px; +} + +div.sphx-glr-footer { + text-align: center; +} + +div.sphx-glr-download { + margin: 1em auto; + vertical-align: middle; +} + +div.sphx-glr-download a { + background-color: var(--sg-download-a-background-color); + background-image: var(--sg-download-a-background-image); + border-radius: 4px; + border: 1px solid var(--sg-download-a-border-color); + color: var(--sg-download-a-color); + display: inline-block; + font-weight: bold; + padding: 1ex; + text-align: center; +} + +div.sphx-glr-download code.download { + display: inline-block; + white-space: normal; + word-break: normal; + overflow-wrap: break-word; + /* border and background are given by the enclosing 'a' */ + border: none; + background: none; +} + +div.sphx-glr-download a:hover { + box-shadow: inset 0 1px 0 var(--sg-download-a-hover-box-shadow-1), 0 1px 5px var(--sg-download-a-hover-box-shadow-2); + text-decoration: none; + background-image: none; + background-color: var(--sg-download-a-hover-background-color); +} + +div.sphx-glr-sidebar-item img { + max-height: 20px; +} + +.sphx-glr-example-title:target::before { + display: block; + content: ""; + margin-top: -50px; + height: 50px; + visibility: hidden; +} + +ul.sphx-glr-horizontal { + list-style: none; + padding: 0; +} +ul.sphx-glr-horizontal li { + display: inline; +} +ul.sphx-glr-horizontal img { + height: auto !important; +} + +.sphx-glr-single-img { + margin: auto; + display: block; + max-width: 100%; +} + +.sphx-glr-multi-img { + max-width: 42%; + height: auto; +} + +div.sphx-glr-animation { + margin: auto; + display: block; + max-width: 100%; +} +div.sphx-glr-animation .animation { + display: block; +} + +p.sphx-glr-signature a.reference.external { + -moz-border-radius: 5px; + -webkit-border-radius: 5px; + border-radius: 5px; + padding: 3px; + font-size: 75%; + text-align: right; + margin-left: auto; + display: table; +} + +.sphx-glr-clear { + clear: both; +} + +a.sphx-glr-backref-instance { + text-decoration: none; +} diff --git a/_static/skeleton.css b/_static/skeleton.css new file mode 100644 index 00000000..467c878c --- /dev/null +++ b/_static/skeleton.css @@ -0,0 +1,296 @@ +/* Some sane resets. */ +html { + height: 100%; +} + +body { + margin: 0; + min-height: 100%; +} + +/* All the flexbox magic! */ +body, +.sb-announcement, +.sb-content, +.sb-main, +.sb-container, +.sb-container__inner, +.sb-article-container, +.sb-footer-content, +.sb-header, +.sb-header-secondary, +.sb-footer { + display: flex; +} + +/* These order things vertically */ +body, +.sb-main, +.sb-article-container { + flex-direction: column; +} + +/* Put elements in the center */ +.sb-header, +.sb-header-secondary, +.sb-container, +.sb-content, +.sb-footer, +.sb-footer-content { + justify-content: center; +} +/* Put elements at the ends */ +.sb-article-container { + justify-content: space-between; +} + +/* These elements grow. */ +.sb-main, +.sb-content, +.sb-container, +article { + flex-grow: 1; +} + +/* Because padding making this wider is not fun */ +article { + box-sizing: border-box; +} + +/* The announcements element should never be wider than the page. */ +.sb-announcement { + max-width: 100%; +} + +.sb-sidebar-primary, +.sb-sidebar-secondary { + flex-shrink: 0; + width: 17rem; +} + +.sb-announcement__inner { + justify-content: center; + + box-sizing: border-box; + height: 3rem; + + overflow-x: auto; + white-space: nowrap; +} + +/* Sidebars, with checkbox-based toggle */ +.sb-sidebar-primary, +.sb-sidebar-secondary { + position: fixed; + height: 100%; + top: 0; +} + +.sb-sidebar-primary { + left: -17rem; + transition: left 250ms ease-in-out; +} +.sb-sidebar-secondary { + right: -17rem; + transition: right 250ms ease-in-out; +} + +.sb-sidebar-toggle { + display: none; +} +.sb-sidebar-overlay { + position: fixed; + top: 0; + width: 0; + height: 0; + + transition: width 0ms ease 250ms, height 0ms ease 250ms, opacity 250ms ease; + + opacity: 0; + background-color: rgba(0, 0, 0, 0.54); +} + +#sb-sidebar-toggle--primary:checked + ~ .sb-sidebar-overlay[for="sb-sidebar-toggle--primary"], +#sb-sidebar-toggle--secondary:checked + ~ .sb-sidebar-overlay[for="sb-sidebar-toggle--secondary"] { + width: 100%; + height: 100%; + opacity: 1; + transition: width 0ms ease, height 0ms ease, opacity 250ms ease; +} + +#sb-sidebar-toggle--primary:checked ~ .sb-container .sb-sidebar-primary { + left: 0; +} +#sb-sidebar-toggle--secondary:checked ~ .sb-container .sb-sidebar-secondary { + right: 0; +} + +/* Full-width mode */ +.drop-secondary-sidebar-for-full-width-content + .hide-when-secondary-sidebar-shown { + display: none !important; +} +.drop-secondary-sidebar-for-full-width-content .sb-sidebar-secondary { + display: none !important; +} + +/* Mobile views */ +.sb-page-width { + width: 100%; +} + +.sb-article-container, +.sb-footer-content__inner, +.drop-secondary-sidebar-for-full-width-content .sb-article, +.drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 100vw; +} + +.sb-article, +.match-content-width { + padding: 0 1rem; + box-sizing: border-box; +} + +@media (min-width: 32rem) { + .sb-article, + .match-content-width { + padding: 0 2rem; + } +} + +/* Tablet views */ +@media (min-width: 42rem) { + .sb-article-container { + width: auto; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 42rem; + } + .sb-article, + .match-content-width { + width: 42rem; + } +} +@media (min-width: 46rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 46rem; + } + .sb-article, + .match-content-width { + width: 46rem; + } +} +@media (min-width: 50rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 50rem; + } + .sb-article, + .match-content-width { + width: 50rem; + } +} + +/* Tablet views */ +@media (min-width: 59rem) { + .sb-sidebar-secondary { + position: static; + } + .hide-when-secondary-sidebar-shown { + display: none !important; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 59rem; + } + .sb-article, + .match-content-width { + width: 42rem; + } +} +@media (min-width: 63rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 63rem; + } + .sb-article, + .match-content-width { + width: 46rem; + } +} +@media (min-width: 67rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 67rem; + } + .sb-article, + .match-content-width { + width: 50rem; + } +} + +/* Desktop views */ +@media (min-width: 76rem) { + .sb-sidebar-primary { + position: static; + } + .hide-when-primary-sidebar-shown { + display: none !important; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 59rem; + } + .sb-article, + .match-content-width { + width: 42rem; + } +} + +/* Full desktop views */ +@media (min-width: 80rem) { + .sb-article, + .match-content-width { + width: 46rem; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 63rem; + } +} + +@media (min-width: 84rem) { + .sb-article, + .match-content-width { + width: 50rem; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 67rem; + } +} + +@media (min-width: 88rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 67rem; + } + .sb-page-width { + width: 88rem; + } +} diff --git a/_static/sphinx-design.min.css b/_static/sphinx-design.min.css new file mode 100644 index 00000000..860c36da --- /dev/null +++ b/_static/sphinx-design.min.css @@ -0,0 +1 @@ +.sd-bg-primary{background-color:var(--sd-color-primary) !important}.sd-bg-text-primary{color:var(--sd-color-primary-text) !important}button.sd-bg-primary:focus,button.sd-bg-primary:hover{background-color:var(--sd-color-primary-highlight) 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utilities for Sphinx HTML documentation. */ +"use strict"; + +const SPHINX_HIGHLIGHT_ENABLED = true + +/** + * highlight a given string on a node by wrapping it in + * span elements with the given class name. + */ +const _highlight = (node, addItems, text, className) => { + if (node.nodeType === Node.TEXT_NODE) { + const val = node.nodeValue; + const parent = node.parentNode; + const pos = val.toLowerCase().indexOf(text); + if ( + pos >= 0 && + !parent.classList.contains(className) && + !parent.classList.contains("nohighlight") + ) { + let span; + + const closestNode = parent.closest("body, svg, foreignObject"); + const isInSVG = closestNode && closestNode.matches("svg"); + if (isInSVG) { + span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); + } else { + span = document.createElement("span"); + span.classList.add(className); + } + + span.appendChild(document.createTextNode(val.substr(pos, text.length))); + const rest = document.createTextNode(val.substr(pos + text.length)); + parent.insertBefore( + span, + parent.insertBefore( + rest, + node.nextSibling + ) + ); + node.nodeValue = val.substr(0, pos); + /* There may be more occurrences of search term in this node. So call this + * function recursively on the remaining fragment. + */ + _highlight(rest, addItems, text, className); + + if (isInSVG) { + const rect = document.createElementNS( + "http://www.w3.org/2000/svg", + "rect" + ); + const bbox = parent.getBBox(); + rect.x.baseVal.value = bbox.x; + rect.y.baseVal.value = bbox.y; + rect.width.baseVal.value = bbox.width; + rect.height.baseVal.value = bbox.height; + rect.setAttribute("class", className); + addItems.push({ parent: parent, target: rect }); + } + } + } else if (node.matches && !node.matches("button, select, textarea")) { + node.childNodes.forEach((el) => _highlight(el, addItems, text, className)); + } +}; +const _highlightText = (thisNode, text, className) => { + let addItems = []; + _highlight(thisNode, addItems, text, className); + addItems.forEach((obj) => + obj.parent.insertAdjacentElement("beforebegin", obj.target) + ); +}; + +/** + * Small JavaScript module for the documentation. + */ +const SphinxHighlight = { + + /** + * highlight the search words provided in localstorage in the text + */ + highlightSearchWords: () => { + if (!SPHINX_HIGHLIGHT_ENABLED) return; // bail if no highlight + + // get and clear terms from localstorage + const url = new URL(window.location); + const highlight = + localStorage.getItem("sphinx_highlight_terms") + || url.searchParams.get("highlight") + || ""; + localStorage.removeItem("sphinx_highlight_terms") + url.searchParams.delete("highlight"); + window.history.replaceState({}, "", url); + + // get individual terms from highlight string + const terms = highlight.toLowerCase().split(/\s+/).filter(x => x); + if (terms.length === 0) return; // nothing to do + + // There should never be more than one element matching "div.body" + const divBody = document.querySelectorAll("div.body"); + const body = divBody.length ? divBody[0] : document.querySelector("body"); + window.setTimeout(() => { + terms.forEach((term) => _highlightText(body, term, "highlighted")); + }, 10); + + const searchBox = document.getElementById("searchbox"); + if (searchBox === null) return; + searchBox.appendChild( + document + .createRange() + .createContextualFragment( + '" + ) + ); + }, + + /** + * helper function to hide the search marks again + */ + hideSearchWords: () => { + document + .querySelectorAll("#searchbox .highlight-link") + .forEach((el) => el.remove()); + document + .querySelectorAll("span.highlighted") + .forEach((el) => el.classList.remove("highlighted")); + localStorage.removeItem("sphinx_highlight_terms") + }, + + initEscapeListener: () => { + // only install a listener if it is really needed + if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return; + if 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Correct the color inheritance from `fieldset` elements in IE.\n * 3. Remove the padding so developers are not caught out when they zero out\n * `fieldset` elements in all browsers.\n */\n\nlegend {\n box-sizing: border-box; /* 1 */\n color: inherit; /* 2 */\n display: table; /* 1 */\n max-width: 100%; /* 1 */\n padding: 0; /* 3 */\n white-space: normal; /* 1 */\n}\n\n/**\n * Add the correct vertical alignment in Chrome, Firefox, and Opera.\n */\n\nprogress {\n vertical-align: baseline;\n}\n\n/**\n * Remove the default vertical scrollbar in IE 10+.\n */\n\ntextarea {\n overflow: auto;\n}\n\n/**\n * 1. Add the correct box sizing in IE 10.\n * 2. Remove the padding in IE 10.\n */\n\n[type=\"checkbox\"],\n[type=\"radio\"] {\n box-sizing: border-box; /* 1 */\n padding: 0; /* 2 */\n}\n\n/**\n * Correct the cursor style of increment and decrement buttons in Chrome.\n */\n\n[type=\"number\"]::-webkit-inner-spin-button,\n[type=\"number\"]::-webkit-outer-spin-button {\n height: auto;\n}\n\n/**\n * 1. Correct the odd appearance in Chrome and Safari.\n * 2. Correct the outline style in Safari.\n */\n\n[type=\"search\"] {\n -webkit-appearance: textfield; /* 1 */\n outline-offset: -2px; /* 2 */\n}\n\n/**\n * Remove the inner padding in Chrome and Safari on macOS.\n */\n\n[type=\"search\"]::-webkit-search-decoration {\n -webkit-appearance: none;\n}\n\n/**\n * 1. Correct the inability to style clickable types in iOS and Safari.\n * 2. Change font properties to `inherit` in Safari.\n */\n\n::-webkit-file-upload-button {\n -webkit-appearance: button; /* 1 */\n font: inherit; /* 2 */\n}\n\n/* Interactive\n ========================================================================== */\n\n/*\n * Add the correct display in Edge, IE 10+, and Firefox.\n */\n\ndetails {\n display: block;\n}\n\n/*\n * Add the correct display in all browsers.\n */\n\nsummary {\n display: list-item;\n}\n\n/* Misc\n ========================================================================== */\n\n/**\n * Add the correct display in IE 10+.\n */\n\ntemplate {\n display: none;\n}\n\n/**\n * Add the correct display in IE 10.\n */\n\n[hidden] {\n display: none;\n}\n","// This file contains styles for managing print media.\n\n////////////////////////////////////////////////////////////////////////////////\n// Hide elements not relevant to print media.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Hide icon container.\n .content-icon-container\n display: none !important\n\n // Hide showing header links if hovering over when printing.\n .headerlink\n display: none !important\n\n // Hide mobile header.\n .mobile-header\n display: none !important\n\n // Hide navigation links.\n .related-pages\n display: none !important\n\n////////////////////////////////////////////////////////////////////////////////\n// Tweaks related to decolorization.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Apply a border around code which no longer have a color background.\n .highlight\n border: 0.1pt solid var(--color-foreground-border)\n\n////////////////////////////////////////////////////////////////////////////////\n// Avoid page break in some relevant cases.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n ul, ol, dl, a, table, pre, blockquote, p\n page-break-inside: avoid\n\n h1, h2, h3, h4, h5, h6, img, figure, caption\n page-break-inside: avoid\n page-break-after: avoid\n\n ul, ol, dl\n page-break-before: avoid\n",".visually-hidden\n position: absolute !important\n width: 1px !important\n height: 1px !important\n padding: 0 !important\n margin: -1px !important\n overflow: hidden !important\n clip: rect(0,0,0,0) !important\n white-space: nowrap !important\n border: 0 !important\n color: var(--color-foreground-primary)\n background: var(--color-background-primary)\n\n:-moz-focusring\n outline: auto\n","// This file serves as the \"skeleton\" of the theming logic.\n//\n// This contains the bulk of the logic for handling dark mode, color scheme\n// toggling and the handling of color-scheme-specific hiding of elements.\n\nbody\n @include fonts\n @include spacing\n @include icons\n @include admonitions\n @include default-admonition(#651fff, \"abstract\")\n @include default-topic(#14B8A6, \"pencil\")\n\n @include colors\n\n.only-light\n display: block !important\nhtml body .only-dark\n display: none !important\n\n// Ignore dark-mode hints if print media.\n@media not print\n // Enable dark-mode, if requested.\n body[data-theme=\"dark\"]\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n // Enable dark mode, unless explicitly told to avoid.\n @media (prefers-color-scheme: dark)\n body:not([data-theme=\"light\"])\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n//\n// Theme toggle presentation\n//\nbody[data-theme=\"auto\"]\n .theme-toggle svg.theme-icon-when-auto-light\n display: block\n\n @media (prefers-color-scheme: dark)\n .theme-toggle svg.theme-icon-when-auto-dark\n display: block\n .theme-toggle svg.theme-icon-when-auto-light\n display: none\n\nbody[data-theme=\"dark\"]\n .theme-toggle svg.theme-icon-when-dark\n display: block\n\nbody[data-theme=\"light\"]\n .theme-toggle svg.theme-icon-when-light\n display: block\n","// Fonts used by this theme.\n//\n// There are basically two things here -- using the system font stack and\n// defining sizes for various elements in %ages. We could have also used `em`\n// but %age is easier to reason about for me.\n\n@mixin fonts {\n // These are adapted from https://systemfontstack.com/\n --font-stack: -apple-system, BlinkMacSystemFont, Segoe UI, Helvetica, Arial,\n sans-serif, Apple Color Emoji, Segoe UI Emoji;\n --font-stack--monospace: \"SFMono-Regular\", Menlo, Consolas, Monaco,\n Liberation Mono, Lucida Console, monospace;\n --font-stack--headings: var(--font-stack);\n\n --font-size--normal: 100%;\n --font-size--small: 87.5%;\n --font-size--small--2: 81.25%;\n --font-size--small--3: 75%;\n --font-size--small--4: 62.5%;\n\n // Sidebar\n --sidebar-caption-font-size: var(--font-size--small--2);\n --sidebar-item-font-size: var(--font-size--small);\n --sidebar-search-input-font-size: var(--font-size--small);\n\n // Table of Contents\n --toc-font-size: var(--font-size--small--3);\n --toc-font-size--mobile: var(--font-size--normal);\n --toc-title-font-size: var(--font-size--small--4);\n\n // Admonitions\n //\n // These aren't defined in terms of %ages, since nesting these is permitted.\n --admonition-font-size: 0.8125rem;\n --admonition-title-font-size: 0.8125rem;\n\n // Code\n --code-font-size: var(--font-size--small--2);\n\n // API\n --api-font-size: var(--font-size--small);\n}\n","// Spacing for various elements on the page\n//\n// If the user wants to tweak things in a certain way, they are permitted to.\n// They also have to deal with the consequences though!\n\n@mixin spacing {\n // Header!\n --header-height: calc(\n var(--sidebar-item-line-height) + 4 * #{var(--sidebar-item-spacing-vertical)}\n );\n --header-padding: 0.5rem;\n\n // Sidebar\n --sidebar-tree-space-above: 1.5rem;\n --sidebar-caption-space-above: 1rem;\n\n --sidebar-item-line-height: 1rem;\n --sidebar-item-spacing-vertical: 0.5rem;\n --sidebar-item-spacing-horizontal: 1rem;\n --sidebar-item-height: calc(\n var(--sidebar-item-line-height) + 2 *#{var(--sidebar-item-spacing-vertical)}\n );\n\n --sidebar-expander-width: var(--sidebar-item-height); // be square\n\n --sidebar-search-space-above: 0.5rem;\n --sidebar-search-input-spacing-vertical: 0.5rem;\n --sidebar-search-input-spacing-horizontal: 0.5rem;\n --sidebar-search-input-height: 1rem;\n --sidebar-search-icon-size: var(--sidebar-search-input-height);\n\n // Table of Contents\n --toc-title-padding: 0.25rem 0;\n --toc-spacing-vertical: 1.5rem;\n --toc-spacing-horizontal: 1.5rem;\n --toc-item-spacing-vertical: 0.4rem;\n --toc-item-spacing-horizontal: 1rem;\n}\n","// Expose theme icons as CSS variables.\n\n$icons: (\n // Adapted from tabler-icons\n // url: https://tablericons.com/\n \"search\":\n url('data:image/svg+xml;charset=utf-8,'),\n // Factored out from mkdocs-material on 24-Aug-2020.\n // url: https://squidfunk.github.io/mkdocs-material/reference/admonitions/\n \"pencil\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"abstract\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"info\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"flame\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"question\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"warning\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"failure\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"spark\":\n url('data:image/svg+xml;charset=utf-8,')\n);\n\n@mixin icons {\n @each $name, $glyph in $icons {\n --icon-#{$name}: #{$glyph};\n }\n}\n","// Admonitions\n\n// Structure of these is:\n// admonition-class: color \"icon-name\";\n//\n// The colors are translated into CSS variables below. The icons are\n// used directly in the main declarations to set the `mask-image` in\n// the title.\n\n// prettier-ignore\n$admonitions: (\n // Each of these has an reST directives for it.\n \"caution\": #ff9100 \"spark\",\n \"warning\": #ff9100 \"warning\",\n \"danger\": #ff5252 \"spark\",\n \"attention\": #ff5252 \"warning\",\n \"error\": #ff5252 \"failure\",\n \"hint\": #00c852 \"question\",\n \"tip\": #00c852 \"info\",\n \"important\": #00bfa5 \"flame\",\n \"note\": #00b0ff \"pencil\",\n \"seealso\": #448aff \"info\",\n \"admonition-todo\": #808080 \"pencil\"\n);\n\n@mixin default-admonition($color, $icon-name) {\n --color-admonition-title: #{$color};\n --color-admonition-title-background: #{rgba($color, 0.2)};\n\n --icon-admonition-default: var(--icon-#{$icon-name});\n}\n\n@mixin default-topic($color, $icon-name) {\n --color-topic-title: #{$color};\n --color-topic-title-background: #{rgba($color, 0.2)};\n\n --icon-topic-default: var(--icon-#{$icon-name});\n}\n\n@mixin admonitions {\n @each $name, $values in $admonitions {\n --color-admonition-title--#{$name}: #{nth($values, 1)};\n --color-admonition-title-background--#{$name}: #{rgba(\n nth($values, 1),\n 0.2\n )};\n }\n}\n","// Colors used throughout this theme.\n//\n// The aim is to give the user more control. Thus, instead of hard-coding colors\n// in various parts of the stylesheet, the approach taken is to define all\n// colors as CSS variables and reusing them in all the places.\n//\n// `colors-dark` depends on `colors` being included at a lower specificity.\n\n@mixin colors {\n --color-problematic: #b30000;\n\n // Base Colors\n --color-foreground-primary: black; // for main text and headings\n --color-foreground-secondary: #5a5c63; // for secondary text\n --color-foreground-muted: #6b6f76; // for muted text\n --color-foreground-border: #878787; // for content borders\n\n --color-background-primary: white; // for content\n --color-background-secondary: #f8f9fb; // for navigation + ToC\n --color-background-hover: #efeff4ff; // for navigation-item hover\n --color-background-hover--transparent: #efeff400;\n --color-background-border: #eeebee; // for UI borders\n --color-background-item: #ccc; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #0a4bff;\n --color-brand-content: #2757dd;\n --color-brand-visited: #872ee0;\n\n // API documentation\n --color-api-background: var(--color-background-hover--transparent);\n --color-api-background-hover: var(--color-background-hover);\n --color-api-overall: var(--color-foreground-secondary);\n --color-api-name: var(--color-problematic);\n --color-api-pre-name: var(--color-problematic);\n --color-api-paren: var(--color-foreground-secondary);\n --color-api-keyword: var(--color-foreground-primary);\n\n --color-api-added: #21632c;\n --color-api-added-border: #38a84d;\n --color-api-changed: #046172;\n --color-api-changed-border: #06a1bc;\n --color-api-deprecated: #605706;\n --color-api-deprecated-border: #f0d90f;\n --color-api-removed: #b30000;\n --color-api-removed-border: #ff5c5c;\n\n --color-highlight-on-target: #ffffcc;\n\n // Inline code background\n --color-inline-code-background: var(--color-background-secondary);\n\n // Highlighted text (search)\n --color-highlighted-background: #ddeeff;\n --color-highlighted-text: var(--color-foreground-primary);\n\n // GUI Labels\n --color-guilabel-background: #ddeeff80;\n --color-guilabel-border: #bedaf580;\n --color-guilabel-text: var(--color-foreground-primary);\n\n // Admonitions!\n --color-admonition-background: transparent;\n\n //////////////////////////////////////////////////////////////////////////////\n // Everything below this should be one of:\n // - var(...)\n // - *-gradient(...)\n // - special literal values (eg: transparent, none)\n //////////////////////////////////////////////////////////////////////////////\n\n // Tables\n --color-table-header-background: var(--color-background-secondary);\n --color-table-border: var(--color-background-border);\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: transparent;\n --color-card-marginals-background: var(--color-background-secondary);\n\n // Header\n --color-header-background: var(--color-background-primary);\n --color-header-border: var(--color-background-border);\n --color-header-text: var(--color-foreground-primary);\n\n // Sidebar (left)\n --color-sidebar-background: var(--color-background-secondary);\n --color-sidebar-background-border: var(--color-background-border);\n\n --color-sidebar-brand-text: var(--color-foreground-primary);\n --color-sidebar-caption-text: var(--color-foreground-muted);\n --color-sidebar-link-text: var(--color-foreground-secondary);\n --color-sidebar-link-text--top-level: var(--color-brand-primary);\n\n --color-sidebar-item-background: var(--color-sidebar-background);\n --color-sidebar-item-background--current: var(\n --color-sidebar-item-background\n );\n --color-sidebar-item-background--hover: linear-gradient(\n 90deg,\n var(--color-background-hover--transparent) 0%,\n var(--color-background-hover) var(--sidebar-item-spacing-horizontal),\n var(--color-background-hover) 100%\n );\n\n --color-sidebar-item-expander-background: transparent;\n --color-sidebar-item-expander-background--hover: var(\n --color-background-hover\n );\n\n --color-sidebar-search-text: var(--color-foreground-primary);\n --color-sidebar-search-background: var(--color-background-secondary);\n --color-sidebar-search-background--focus: var(--color-background-primary);\n --color-sidebar-search-border: var(--color-background-border);\n --color-sidebar-search-icon: var(--color-foreground-muted);\n\n // Table of Contents (right)\n --color-toc-background: var(--color-background-primary);\n --color-toc-title-text: var(--color-foreground-muted);\n --color-toc-item-text: var(--color-foreground-secondary);\n --color-toc-item-text--hover: var(--color-foreground-primary);\n --color-toc-item-text--active: var(--color-brand-primary);\n\n // Actual page contents\n --color-content-foreground: var(--color-foreground-primary);\n --color-content-background: transparent;\n\n // Links\n --color-link: var(--color-brand-content);\n --color-link-underline: var(--color-background-border);\n --color-link--hover: var(--color-brand-content);\n --color-link-underline--hover: var(--color-foreground-border);\n\n --color-link--visited: var(--color-brand-visited);\n --color-link-underline--visited: var(--color-background-border);\n --color-link--visited--hover: var(--color-brand-visited);\n --color-link-underline--visited--hover: var(--color-foreground-border);\n}\n\n@mixin colors-dark {\n --color-problematic: #ee5151;\n\n // Base Colors\n --color-foreground-primary: #cfd0d0; // for main text and headings\n --color-foreground-secondary: #9ca0a5; // for secondary text\n --color-foreground-muted: #81868d; // for muted text\n --color-foreground-border: #666666; // for content borders\n\n --color-background-primary: #131416; // for content\n --color-background-secondary: #1a1c1e; // for navigation + ToC\n --color-background-hover: #1e2124ff; // for navigation-item hover\n --color-background-hover--transparent: #1e212400;\n --color-background-border: #303335; // for UI borders\n --color-background-item: #444; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #3d94ff;\n --color-brand-content: #5ca5ff;\n --color-brand-visited: #b27aeb;\n\n // Highlighted text (search)\n --color-highlighted-background: #083563;\n\n // GUI Labels\n --color-guilabel-background: #08356380;\n --color-guilabel-border: #13395f80;\n\n // API documentation\n --color-api-keyword: var(--color-foreground-secondary);\n --color-highlight-on-target: #333300;\n\n --color-api-added: #3db854;\n --color-api-added-border: #267334;\n --color-api-changed: #09b0ce;\n --color-api-changed-border: #056d80;\n --color-api-deprecated: #b1a10b;\n --color-api-deprecated-border: #6e6407;\n --color-api-removed: #ff7575;\n --color-api-removed-border: #b03b3b;\n\n // Admonitions\n --color-admonition-background: #18181a;\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: #18181a;\n --color-card-marginals-background: var(--color-background-hover);\n}\n","// This file contains the styling for making the content throughout the page,\n// including fonts, paragraphs, headings and spacing among these elements.\n\nbody\n font-family: var(--font-stack)\npre,\ncode,\nkbd,\nsamp\n font-family: var(--font-stack--monospace)\n\n// Make fonts look slightly nicer.\nbody\n -webkit-font-smoothing: antialiased\n -moz-osx-font-smoothing: grayscale\n\n// Line height from Bootstrap 4.1\narticle\n line-height: 1.5\n\n//\n// Headings\n//\nh1,\nh2,\nh3,\nh4,\nh5,\nh6\n line-height: 1.25\n font-family: var(--font-stack--headings)\n font-weight: bold\n\n border-radius: 0.5rem\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n margin-left: -0.5rem\n margin-right: -0.5rem\n padding-left: 0.5rem\n padding-right: 0.5rem\n\n + p\n margin-top: 0\n\nh1\n font-size: 2.5em\n margin-top: 1.75rem\n margin-bottom: 1rem\nh2\n font-size: 2em\n margin-top: 1.75rem\nh3\n font-size: 1.5em\nh4\n font-size: 1.25em\nh5\n font-size: 1.125em\nh6\n font-size: 1em\n\nsmall\n opacity: 75%\n font-size: 80%\n\n// Paragraph\np\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n\n// Horizontal rules\nhr.docutils\n height: 1px\n padding: 0\n margin: 2rem 0\n background-color: var(--color-background-border)\n border: 0\n\n.centered\n text-align: center\n\n// Links\na\n text-decoration: underline\n\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n &:visited\n color: var(--color-link--visited)\n text-decoration-color: var(--color-link-underline--visited)\n &:hover\n color: var(--color-link--visited--hover)\n text-decoration-color: var(--color-link-underline--visited--hover)\n\n &:hover\n color: var(--color-link--hover)\n text-decoration-color: var(--color-link-underline--hover)\n &.muted-link\n color: inherit\n &:hover\n color: var(--color-link--hover)\n text-decoration-color: var(--color-link-underline--hover)\n &:visited\n color: var(--color-link--visited--hover)\n text-decoration-color: var(--color-link-underline--visited--hover)\n","// This file contains the styles for the overall layouting of the documentation\n// skeleton, including the responsive changes as well as sidebar toggles.\n//\n// This is implemented as a mobile-last design, which isn't ideal, but it is\n// reasonably good-enough and I got pretty tired by the time I'd finished this\n// to move the rules around to fix this. Shouldn't take more than 3-4 hours,\n// if you know what you're doing tho.\n\n// HACK: Not all browsers account for the scrollbar width in media queries.\n// This results in horizontal scrollbars in the breakpoint where we go\n// from displaying everything to hiding the ToC. We accomodate for this by\n// adding a bit of padding to the TOC drawer, disabling the horizontal\n// scrollbar and allowing the scrollbars to cover the padding.\n// https://www.456bereastreet.com/archive/201301/media_query_width_and_vertical_scrollbars/\n\n// HACK: Always having the scrollbar visible, prevents certain browsers from\n// causing the content to stutter horizontally between taller-than-viewport and\n// not-taller-than-viewport pages.\n\nhtml\n overflow-x: hidden\n overflow-y: scroll\n scroll-behavior: smooth\n\n.sidebar-scroll, .toc-scroll, article[role=main] *\n // Override Firefox scrollbar style\n scrollbar-width: thin\n scrollbar-color: var(--color-foreground-border) transparent\n\n // Override Chrome scrollbar styles\n &::-webkit-scrollbar\n width: 0.25rem\n height: 0.25rem\n &::-webkit-scrollbar-thumb\n background-color: var(--color-foreground-border)\n border-radius: 0.125rem\n\n//\n// Overalls\n//\nhtml,\nbody\n height: 100%\n color: var(--color-foreground-primary)\n background: var(--color-background-primary)\n\n.skip-to-content\n position: fixed\n padding: 1rem\n border-radius: 1rem\n left: 0.25rem\n top: 0.25rem\n z-index: 40\n background: var(--color-background-primary)\n color: var(--color-foreground-primary)\n\n transform: translateY(-200%)\n transition: transform 300ms ease-in-out\n\n &:focus-within\n transform: translateY(0%)\n\narticle\n color: var(--color-content-foreground)\n background: var(--color-content-background)\n overflow-wrap: break-word\n\n.page\n display: flex\n // fill the viewport for pages with little content.\n min-height: 100%\n\n.mobile-header\n width: 100%\n height: var(--header-height)\n background-color: var(--color-header-background)\n color: var(--color-header-text)\n border-bottom: 1px solid var(--color-header-border)\n\n // Looks like sub-script/super-script have this, and we need this to\n // be \"on top\" of those.\n z-index: 10\n\n // We don't show the header on large screens.\n display: none\n\n // Add shadow when scrolled\n &.scrolled\n border-bottom: none\n box-shadow: 0 0 0.2rem rgba(0, 0, 0, 0.1), 0 0.2rem 0.4rem rgba(0, 0, 0, 0.2)\n\n .header-center\n a\n color: var(--color-header-text)\n text-decoration: none\n\n.main\n display: flex\n flex: 1\n\n// Sidebar (left) also covers the entire left portion of screen.\n.sidebar-drawer\n box-sizing: border-box\n\n border-right: 1px solid var(--color-sidebar-background-border)\n background: var(--color-sidebar-background)\n\n display: flex\n justify-content: flex-end\n // These next two lines took me two days to figure out.\n width: calc((100% - #{$full-width}) / 2 + #{$sidebar-width})\n min-width: $sidebar-width\n\n// Scroll-along sidebars\n.sidebar-container,\n.toc-drawer\n box-sizing: border-box\n width: $sidebar-width\n\n.toc-drawer\n background: var(--color-toc-background)\n // See HACK described on top of this document\n padding-right: 1rem\n\n.sidebar-sticky,\n.toc-sticky\n position: sticky\n top: 0\n height: min(100%, 100vh)\n height: 100vh\n\n display: flex\n flex-direction: column\n\n.sidebar-scroll,\n.toc-scroll\n flex-grow: 1\n flex-shrink: 1\n\n overflow: auto\n scroll-behavior: smooth\n\n// Central items.\n.content\n padding: 0 $content-padding\n width: $content-width\n\n display: flex\n flex-direction: column\n justify-content: space-between\n\n.icon\n display: inline-block\n height: 1rem\n width: 1rem\n svg\n width: 100%\n height: 100%\n\n//\n// Accommodate announcement banner\n//\n.announcement\n background-color: var(--color-announcement-background)\n color: var(--color-announcement-text)\n\n height: var(--header-height)\n display: flex\n align-items: center\n overflow-x: auto\n & + .page\n min-height: calc(100% - var(--header-height))\n\n.announcement-content\n box-sizing: border-box\n padding: 0.5rem\n min-width: 100%\n white-space: nowrap\n text-align: center\n\n a\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-announcement-text)\n\n &:hover\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-link--hover)\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for theme\n////////////////////////////////////////////////////////////////////////////////\n.no-js .theme-toggle-container // don't show theme toggle if there's no JS\n display: none\n\n.theme-toggle-container\n display: flex\n\n.theme-toggle\n display: flex\n cursor: pointer\n border: none\n padding: 0\n background: transparent\n\n.theme-toggle svg\n height: 1.25rem\n width: 1.25rem\n color: var(--color-foreground-primary)\n display: none\n\n.theme-toggle-header\n display: flex\n align-items: center\n justify-content: center\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for elements\n////////////////////////////////////////////////////////////////////////////////\n.toc-overlay-icon, .nav-overlay-icon\n display: none\n cursor: pointer\n\n .icon\n color: var(--color-foreground-secondary)\n height: 1.5rem\n width: 1.5rem\n\n.toc-header-icon, .nav-overlay-icon\n // for when we set display: flex\n justify-content: center\n align-items: center\n\n.toc-content-icon\n height: 1.5rem\n width: 1.5rem\n\n.content-icon-container\n float: right\n display: flex\n margin-top: 1.5rem\n margin-left: 1rem\n margin-bottom: 1rem\n gap: 0.5rem\n\n .edit-this-page, .view-this-page\n svg\n color: inherit\n height: 1.25rem\n width: 1.25rem\n\n.sidebar-toggle\n position: absolute\n display: none\n// \n.sidebar-toggle[name=\"__toc\"]\n left: 20px\n.sidebar-toggle:checked\n left: 40px\n// \n\n.overlay\n position: fixed\n top: 0\n width: 0\n height: 0\n\n transition: width 0ms, height 0ms, opacity 250ms ease-out\n\n opacity: 0\n background-color: rgba(0, 0, 0, 0.54)\n.sidebar-overlay\n z-index: 20\n.toc-overlay\n z-index: 40\n\n// Keep things on top and smooth.\n.sidebar-drawer\n z-index: 30\n transition: left 250ms ease-in-out\n.toc-drawer\n z-index: 50\n transition: right 250ms ease-in-out\n\n// Show the Sidebar\n#__navigation:checked\n & ~ .sidebar-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .sidebar-drawer\n top: 0\n left: 0\n // Show the toc sidebar\n#__toc:checked\n & ~ .toc-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .toc-drawer\n top: 0\n right: 0\n\n////////////////////////////////////////////////////////////////////////////////\n// Back to top\n////////////////////////////////////////////////////////////////////////////////\n.back-to-top\n text-decoration: none\n\n display: none\n position: fixed\n left: 0\n top: 1rem\n padding: 0.5rem\n padding-right: 0.75rem\n border-radius: 1rem\n font-size: 0.8125rem\n\n background: var(--color-background-primary)\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), #6b728080 0px 0px 1px 0px\n\n z-index: 10\n\n margin-left: 50%\n transform: translateX(-50%)\n svg\n height: 1rem\n width: 1rem\n fill: currentColor\n display: inline-block\n\n span\n margin-left: 0.25rem\n\n .show-back-to-top &\n display: flex\n align-items: center\n\n////////////////////////////////////////////////////////////////////////////////\n// Responsive layouting\n////////////////////////////////////////////////////////////////////////////////\n// Make things a bit bigger on bigger screens.\n@media (min-width: $full-width + $sidebar-width)\n html\n font-size: 110%\n\n@media (max-width: $full-width)\n // Collapse \"toc\" into the icon.\n .toc-content-icon\n display: flex\n .toc-drawer\n position: fixed\n height: 100vh\n top: 0\n right: -$sidebar-width\n border-left: 1px solid var(--color-background-muted)\n .toc-tree\n border-left: none\n font-size: var(--toc-font-size--mobile)\n\n // Accomodate for a changed content width.\n .sidebar-drawer\n width: calc((100% - #{$full-width - $sidebar-width}) / 2 + #{$sidebar-width})\n\n@media (max-width: $content-padded-width + $sidebar-width)\n // Center the page\n .content\n margin-left: auto\n margin-right: auto\n padding: 0 $content-padding--small\n\n@media (max-width: $content-padded-width--small + $sidebar-width)\n // Collapse \"navigation\".\n .nav-overlay-icon\n display: flex\n .sidebar-drawer\n position: fixed\n height: 100vh\n width: $sidebar-width\n\n top: 0\n left: -$sidebar-width\n\n // Swap which icon is visible.\n .toc-header-icon, .theme-toggle-header\n display: flex\n .toc-content-icon, .theme-toggle-content\n display: none\n\n // Show the header.\n .mobile-header\n position: sticky\n top: 0\n display: flex\n justify-content: space-between\n align-items: center\n\n .header-left,\n .header-right\n display: flex\n height: var(--header-height)\n padding: 0 var(--header-padding)\n label\n height: 100%\n width: 100%\n user-select: none\n\n .nav-overlay-icon .icon,\n .theme-toggle svg\n height: 1.5rem\n width: 1.5rem\n\n // Add a scroll margin for the content\n :target\n scroll-margin-top: calc(var(--header-height) + 2.5rem)\n\n // Show back-to-top below the header\n .back-to-top\n top: calc(var(--header-height) + 0.5rem)\n\n // Accommodate for the header.\n .page\n flex-direction: column\n justify-content: center\n\n@media (max-width: $content-width + 2* $content-padding--small)\n // Content should respect window limits.\n .content\n width: 100%\n overflow-x: auto\n\n@media (max-width: $content-width)\n article[role=main] aside.sidebar\n float: none\n width: 100%\n margin: 1rem 0\n","// Overall Layout Variables\n//\n// Because CSS variables can't be used in media queries. The fact that this\n// makes the layout non-user-configurable is a good thing.\n$content-padding: 3em;\n$content-padding--small: 1em;\n$content-width: 46em;\n$sidebar-width: 15em;\n$content-padded-width: $content-width + 2 * $content-padding;\n$content-padded-width--small: $content-width + 2 * $content-padding--small;\n$full-width: $content-padded-width + 2 * $sidebar-width;\n","//\n// The design here is strongly inspired by mkdocs-material.\n.admonition, .topic\n margin: 1rem auto\n padding: 0 0.5rem 0.5rem 0.5rem\n\n background: var(--color-admonition-background)\n\n border-radius: 0.2rem\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n font-size: var(--admonition-font-size)\n\n overflow: hidden\n page-break-inside: avoid\n\n // First element should have no margin, since the title has it.\n > :nth-child(2)\n margin-top: 0\n\n // Last item should have no margin, since we'll control that w/ padding\n > :last-child\n margin-bottom: 0\n\n.admonition p.admonition-title,\np.topic-title\n position: relative\n margin: 0 -0.5rem 0.5rem\n padding-left: 2rem\n padding-right: .5rem\n padding-top: .4rem\n padding-bottom: .4rem\n\n font-weight: 500\n font-size: var(--admonition-title-font-size)\n line-height: 1.3\n\n // Our fancy icon\n &::before\n content: \"\"\n position: absolute\n left: 0.5rem\n width: 1rem\n height: 1rem\n\n// Default styles\np.admonition-title\n background-color: var(--color-admonition-title-background)\n &::before\n background-color: var(--color-admonition-title)\n mask-image: var(--icon-admonition-default)\n mask-repeat: no-repeat\n\np.topic-title\n background-color: var(--color-topic-title-background)\n &::before\n background-color: var(--color-topic-title)\n mask-image: var(--icon-topic-default)\n mask-repeat: no-repeat\n\n//\n// Variants\n//\n.admonition\n border-left: 0.2rem solid var(--color-admonition-title)\n\n @each $type, $value in $admonitions\n &.#{$type}\n border-left-color: var(--color-admonition-title--#{$type})\n > .admonition-title\n background-color: var(--color-admonition-title-background--#{$type})\n &::before\n background-color: var(--color-admonition-title--#{$type})\n mask-image: var(--icon-#{nth($value, 2)})\n\n.admonition-todo > .admonition-title\n text-transform: uppercase\n","// This file stylizes the API documentation (stuff generated by autodoc). It's\n// deeply nested due to how autodoc structures the HTML without enough classes\n// to select the relevant items.\n\n// API docs!\ndl[class]:not(.option-list):not(.field-list):not(.footnote):not(.glossary):not(.simple)\n // Tweak the spacing of all the things!\n dd\n margin-left: 2rem\n > :first-child\n margin-top: 0.125rem\n > :last-child\n margin-bottom: 0.75rem\n\n // This is used for the arguments\n .field-list\n margin-bottom: 0.75rem\n\n // \"Headings\" (like \"Parameters\" and \"Return\")\n > dt\n text-transform: uppercase\n font-size: var(--font-size--small)\n\n dd:empty\n margin-bottom: 0.5rem\n dd > ul\n margin-left: -1.2rem\n > li\n > p:nth-child(2)\n margin-top: 0\n // When the last-empty-paragraph follows a paragraph, it doesn't need\n // to augument the existing spacing.\n > p + p:last-child:empty\n margin-top: 0\n margin-bottom: 0\n\n // Colorize the elements\n > dt\n color: var(--color-api-overall)\n\n.sig:not(.sig-inline)\n font-weight: bold\n\n font-size: var(--api-font-size)\n font-family: var(--font-stack--monospace)\n\n margin-left: -0.25rem\n margin-right: -0.25rem\n padding-top: 0.25rem\n padding-bottom: 0.25rem\n padding-right: 0.5rem\n\n // These are intentionally em, to properly match the font size.\n padding-left: 3em\n text-indent: -2.5em\n\n border-radius: 0.25rem\n\n background: var(--color-api-background)\n transition: background 100ms ease-out\n\n &:hover\n background: var(--color-api-background-hover)\n\n // adjust the size of the [source] link on the right.\n a.reference\n .viewcode-link\n font-weight: normal\n width: 4.25rem\n\nem.property\n font-style: normal\n &:first-child\n color: var(--color-api-keyword)\n.sig-name\n color: var(--color-api-name)\n.sig-prename\n font-weight: normal\n color: var(--color-api-pre-name)\n.sig-paren\n color: var(--color-api-paren)\n.sig-param\n font-style: normal\n\ndiv.versionadded,\ndiv.versionchanged,\ndiv.deprecated,\ndiv.versionremoved\n border-left: 0.1875rem solid\n border-radius: 0.125rem\n\n padding-left: 0.75rem\n\n p\n margin-top: 0.125rem\n margin-bottom: 0.125rem\n\ndiv.versionadded\n border-color: var(--color-api-added-border)\n .versionmodified\n color: var(--color-api-added)\n\ndiv.versionchanged\n border-color: var(--color-api-changed-border)\n .versionmodified\n color: var(--color-api-changed)\n\ndiv.deprecated\n border-color: var(--color-api-deprecated-border)\n .versionmodified\n color: var(--color-api-deprecated)\n\ndiv.versionremoved\n border-color: var(--color-api-removed-border)\n .versionmodified\n color: var(--color-api-removed)\n\n// Align the [docs] and [source] to the right.\n.viewcode-link, .viewcode-back\n float: right\n text-align: right\n",".line-block\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n .line-block\n margin-top: 0rem\n margin-bottom: 0rem\n padding-left: 1rem\n","// Captions\narticle p.caption,\ntable > caption,\n.code-block-caption\n font-size: var(--font-size--small)\n text-align: center\n\n// Caption above a TOCTree\n.toctree-wrapper.compound\n .caption, :not(.caption) > .caption-text\n font-size: var(--font-size--small)\n text-transform: uppercase\n\n text-align: initial\n margin-bottom: 0\n\n > ul\n margin-top: 0\n margin-bottom: 0\n","// Inline code\ncode.literal, .sig-inline\n background: var(--color-inline-code-background)\n border-radius: 0.2em\n // Make the font smaller, and use padding to recover.\n font-size: var(--font-size--small--2)\n padding: 0.1em 0.2em\n\n pre.literal-block &\n font-size: inherit\n padding: 0\n\n p &\n border: 1px solid var(--color-background-border)\n\n.sig-inline\n font-family: var(--font-stack--monospace)\n\n// Code and Literal Blocks\n$code-spacing-vertical: 0.625rem\n$code-spacing-horizontal: 0.875rem\n\n// Wraps every literal block + line numbers.\ndiv[class*=\" highlight-\"],\ndiv[class^=\"highlight-\"]\n margin: 1em 0\n display: flex\n\n .table-wrapper\n margin: 0\n padding: 0\n\npre\n margin: 0\n padding: 0\n overflow: auto\n\n // Needed to have more specificity than pygments' \"pre\" selector. :(\n article[role=\"main\"] .highlight &\n line-height: 1.5\n\n &.literal-block,\n .highlight &\n font-size: var(--code-font-size)\n padding: $code-spacing-vertical $code-spacing-horizontal\n\n // Make it look like all the other blocks.\n &.literal-block\n margin-top: 1rem\n margin-bottom: 1rem\n\n border-radius: 0.2rem\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n\n// All code is always contained in this.\n.highlight\n width: 100%\n border-radius: 0.2rem\n\n // Make line numbers and prompts un-selectable.\n .gp, span.linenos\n user-select: none\n pointer-events: none\n\n // Expand the line-highlighting.\n .hll\n display: block\n margin-left: -$code-spacing-horizontal\n margin-right: -$code-spacing-horizontal\n padding-left: $code-spacing-horizontal\n padding-right: $code-spacing-horizontal\n\n/* Make code block captions be nicely integrated */\n.code-block-caption\n display: flex\n padding: $code-spacing-vertical $code-spacing-horizontal\n\n border-radius: 0.25rem\n border-bottom-left-radius: 0\n border-bottom-right-radius: 0\n font-weight: 300\n border-bottom: 1px solid\n\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n border-color: var(--color-background-border)\n\n + div[class]\n margin-top: 0\n pre\n border-top-left-radius: 0\n border-top-right-radius: 0\n\n// When `html_codeblock_linenos_style` is table.\n.highlighttable\n width: 100%\n display: block\n tbody\n display: block\n\n tr\n display: flex\n\n // Line numbers\n td.linenos\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n padding: $code-spacing-vertical $code-spacing-horizontal\n padding-right: 0\n border-top-left-radius: 0.2rem\n border-bottom-left-radius: 0.2rem\n\n .linenodiv\n padding-right: $code-spacing-horizontal\n font-size: var(--code-font-size)\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n\n // Actual code\n td.code\n padding: 0\n display: block\n flex: 1\n overflow: hidden\n\n .highlight\n border-top-left-radius: 0\n border-bottom-left-radius: 0\n\n// When `html_codeblock_linenos_style` is inline.\n.highlight\n span.linenos\n display: inline-block\n padding-left: 0\n padding-right: $code-spacing-horizontal\n margin-right: $code-spacing-horizontal\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n","// Inline Footnote Reference\n.footnote-reference\n font-size: var(--font-size--small--4)\n vertical-align: super\n\n// Definition list, listing the content of each note.\n// docutils <= 0.17\ndl.footnote.brackets\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\n display: grid\n grid-template-columns: max-content auto\n dt\n margin: 0\n > .fn-backref\n margin-left: 0.25rem\n\n &:after\n content: \":\"\n\n .brackets\n &:before\n content: \"[\"\n &:after\n content: \"]\"\n\n dd\n margin: 0\n padding: 0 1rem\n\n// docutils >= 0.18\naside.footnote\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\naside.footnote > span,\ndiv.citation > span\n float: left\n font-weight: 500\n padding-right: 0.25rem\n\naside.footnote > *:not(span),\ndiv.citation > p\n margin-left: 2rem\n","//\n// Figures\n//\nimg\n box-sizing: border-box\n max-width: 100%\n height: auto\n\narticle\n figure, .figure\n border-radius: 0.2rem\n\n margin: 0\n :last-child\n margin-bottom: 0\n\n .align-left\n float: left\n clear: left\n margin: 0 1rem 1rem\n\n .align-right\n float: right\n clear: right\n margin: 0 1rem 1rem\n\n .align-default,\n .align-center\n display: block\n text-align: center\n margin-left: auto\n margin-right: auto\n\n // WELL, table needs to be stylised like a table.\n table.align-default\n display: table\n text-align: initial\n",".genindex-jumpbox, .domainindex-jumpbox\n border-top: 1px solid var(--color-background-border)\n border-bottom: 1px solid var(--color-background-border)\n padding: 0.25rem\n\n.genindex-section, .domainindex-section\n h2\n margin-top: 0.75rem\n margin-bottom: 0.5rem\n ul\n margin-top: 0\n margin-bottom: 0\n","ul,\nol\n padding-left: 1.2rem\n\n // Space lists out like paragraphs\n margin-top: 1rem\n margin-bottom: 1rem\n // reduce margins within li.\n li\n > p:first-child\n margin-top: 0.25rem\n margin-bottom: 0.25rem\n\n > p:last-child\n margin-top: 0.25rem\n\n > ul,\n > ol\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n\nol\n &.arabic\n list-style: decimal\n &.loweralpha\n list-style: lower-alpha\n &.upperalpha\n list-style: upper-alpha\n &.lowerroman\n list-style: lower-roman\n &.upperroman\n list-style: upper-roman\n\n// Don't space lists out when they're \"simple\" or in a `.. toctree::`\n.simple,\n.toctree-wrapper\n li\n > ul,\n > ol\n margin-top: 0\n margin-bottom: 0\n\n// Definition Lists\n.field-list,\n.option-list,\ndl:not([class]),\ndl.simple,\ndl.footnote,\ndl.glossary\n dt\n font-weight: 500\n margin-top: 0.25rem\n + dt\n margin-top: 0\n\n .classifier::before\n content: \":\"\n margin-left: 0.2rem\n margin-right: 0.2rem\n\n dd\n > p:first-child,\n ul\n margin-top: 0.125rem\n\n ul\n margin-bottom: 0.125rem\n",".math-wrapper\n width: 100%\n overflow-x: auto\n\ndiv.math\n position: relative\n text-align: center\n\n .headerlink,\n &:focus .headerlink\n display: none\n\n &:hover .headerlink\n display: inline-block\n\n span.eqno\n position: absolute\n right: 0.5rem\n top: 50%\n transform: translate(0, -50%)\n z-index: 1\n","// Abbreviations\nabbr[title]\n cursor: help\n\n// \"Problematic\" content, as identified by Sphinx\n.problematic\n color: var(--color-problematic)\n\n// Keyboard / Mouse \"instructions\"\nkbd:not(.compound)\n margin: 0 0.2rem\n padding: 0 0.2rem\n border-radius: 0.2rem\n border: 1px solid var(--color-foreground-border)\n color: var(--color-foreground-primary)\n vertical-align: text-bottom\n\n font-size: var(--font-size--small--3)\n display: inline-block\n\n box-shadow: 0 0.0625rem 0 rgba(0, 0, 0, 0.2), inset 0 0 0 0.125rem var(--color-background-primary)\n\n background-color: var(--color-background-secondary)\n\n// Blockquote\nblockquote\n border-left: 4px solid var(--color-background-border)\n background: var(--color-background-secondary)\n\n margin-left: 0\n margin-right: 0\n padding: 0.5rem 1rem\n\n .attribution\n font-weight: 600\n text-align: right\n\n &.pull-quote,\n &.highlights\n font-size: 1.25em\n\n &.epigraph,\n &.pull-quote\n border-left-width: 0\n border-radius: 0.5rem\n\n &.highlights\n border-left-width: 0\n background: transparent\n\n// Center align embedded-in-text images\np .reference img\n vertical-align: middle\n","p.rubric\n line-height: 1.25\n font-weight: bold\n font-size: 1.125em\n\n // For Numpy-style documentation that's got rubrics within it.\n // https://github.com/pradyunsg/furo/discussions/505\n dd &\n line-height: inherit\n font-weight: inherit\n\n font-size: var(--font-size--small)\n text-transform: uppercase\n","article .sidebar\n float: right\n clear: right\n width: 30%\n\n margin-left: 1rem\n margin-right: 0\n\n border-radius: 0.2rem\n background-color: var(--color-background-secondary)\n border: var(--color-background-border) 1px solid\n\n > *\n padding-left: 1rem\n padding-right: 1rem\n\n > ul, > ol // lists need additional padding, because bullets.\n padding-left: 2.2rem\n\n .sidebar-title\n margin: 0\n padding: 0.5rem 1rem\n border-bottom: var(--color-background-border) 1px solid\n\n font-weight: 500\n\n// TODO: subtitle\n// TODO: dedicated variables?\n","[role=main] .table-wrapper.container\n width: 100%\n overflow-x: auto\n margin-top: 1rem\n margin-bottom: 0.5rem\n padding: 0.2rem 0.2rem 0.75rem\n\ntable.docutils\n border-radius: 0.2rem\n border-spacing: 0\n border-collapse: collapse\n\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n th\n background: var(--color-table-header-background)\n\n td,\n th\n // Space things out properly\n padding: 0 0.25rem\n\n // Get the borders looking just-right.\n border-left: 1px solid var(--color-table-border)\n border-right: 1px solid var(--color-table-border)\n border-bottom: 1px solid var(--color-table-border)\n\n p\n margin: 0.25rem\n\n &:first-child\n border-left: none\n &:last-child\n border-right: none\n\n // MyST-parser tables set these classes for control of column alignment\n &.text-left\n text-align: left\n &.text-right\n text-align: right\n &.text-center\n text-align: center\n",":target\n scroll-margin-top: 2.5rem\n\n@media (max-width: $full-width - $sidebar-width)\n :target\n scroll-margin-top: calc(2.5rem + var(--header-height))\n\n // When a heading is selected\n section > span:target\n scroll-margin-top: calc(2.8rem + var(--header-height))\n\n// Permalinks\n.headerlink\n font-weight: 100\n user-select: none\n\nh1,\nh2,\nh3,\nh4,\nh5,\nh6,\ndl dt,\np.caption,\nfigcaption p,\ntable > caption,\n.code-block-caption\n > .headerlink\n margin-left: 0.5rem\n visibility: hidden\n &:hover > .headerlink\n visibility: visible\n\n // Don't change to link-like, if someone adds the contents directive.\n > .toc-backref\n color: inherit\n text-decoration-line: none\n\n// Figure and table captions are special.\nfigure:hover > figcaption > p > .headerlink,\ntable:hover > caption > .headerlink\n visibility: visible\n\n:target >, // Regular section[id] style anchors\nspan:target ~ // Non-regular span[id] style \"extra\" anchors\n h1,\n h2,\n h3,\n h4,\n h5,\n h6\n &:nth-of-type(1)\n background-color: var(--color-highlight-on-target)\n // .headerlink\n // visibility: visible\n code.literal\n background-color: transparent\n\ntable:target > caption,\nfigure:target\n background-color: var(--color-highlight-on-target)\n\n// Inline page contents\n.this-will-duplicate-information-and-it-is-still-useful-here li :target\n background-color: var(--color-highlight-on-target)\n\n// Code block permalinks\n.literal-block-wrapper:target .code-block-caption\n background-color: var(--color-highlight-on-target)\n\n// When a definition list item is selected\n//\n// There isn't really an alternative to !important here, due to the\n// high-specificity of API documentation's selector.\ndt:target\n background-color: var(--color-highlight-on-target) !important\n\n// When a footnote reference is selected\n.footnote > dt:target + dd,\n.footnote-reference:target\n background-color: var(--color-highlight-on-target)\n",".guilabel\n background-color: var(--color-guilabel-background)\n border: 1px solid var(--color-guilabel-border)\n color: var(--color-guilabel-text)\n\n padding: 0 0.3em\n border-radius: 0.5em\n font-size: 0.9em\n","// This file contains the styles used for stylizing the footer that's shown\n// below the content.\n\nfooter\n font-size: var(--font-size--small)\n display: flex\n flex-direction: column\n\n margin-top: 2rem\n\n// Bottom of page information\n.bottom-of-page\n display: flex\n align-items: center\n justify-content: space-between\n\n margin-top: 1rem\n padding-top: 1rem\n padding-bottom: 1rem\n\n color: var(--color-foreground-secondary)\n border-top: 1px solid var(--color-background-border)\n\n line-height: 1.5\n\n @media (max-width: $content-width)\n text-align: center\n flex-direction: column-reverse\n gap: 0.25rem\n\n .left-details\n font-size: var(--font-size--small)\n\n .right-details\n display: flex\n flex-direction: column\n gap: 0.25rem\n text-align: right\n\n .icons\n display: flex\n justify-content: flex-end\n gap: 0.25rem\n font-size: 1rem\n\n a\n text-decoration: none\n\n svg,\n img\n font-size: 1.125rem\n height: 1em\n width: 1em\n\n// Next/Prev page information\n.related-pages\n a\n display: flex\n align-items: center\n\n text-decoration: none\n &:hover .page-info .title\n text-decoration: underline\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n svg.furo-related-icon,\n svg.furo-related-icon > use\n flex-shrink: 0\n\n color: var(--color-foreground-border)\n\n width: 0.75rem\n height: 0.75rem\n margin: 0 0.5rem\n\n &.next-page\n max-width: 50%\n\n float: right\n clear: right\n text-align: right\n\n &.prev-page\n max-width: 50%\n\n float: left\n clear: left\n\n svg\n transform: rotate(180deg)\n\n.page-info\n display: flex\n flex-direction: column\n overflow-wrap: anywhere\n\n .next-page &\n align-items: flex-end\n\n .context\n display: flex\n align-items: center\n\n padding-bottom: 0.1rem\n\n color: var(--color-foreground-muted)\n font-size: var(--font-size--small)\n text-decoration: none\n","// This file contains the styles for the contents of the left sidebar, which\n// contains the navigation tree, logo, search etc.\n\n////////////////////////////////////////////////////////////////////////////////\n// Brand on top of the scrollable tree.\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-brand\n display: flex\n flex-direction: column\n flex-shrink: 0\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n text-decoration: none\n\n.sidebar-brand-text\n color: var(--color-sidebar-brand-text)\n overflow-wrap: break-word\n margin: var(--sidebar-item-spacing-vertical) 0\n font-size: 1.5rem\n\n.sidebar-logo-container\n margin: var(--sidebar-item-spacing-vertical) 0\n\n.sidebar-logo\n margin: 0 auto\n display: block\n max-width: 100%\n\n////////////////////////////////////////////////////////////////////////////////\n// Search\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-search-container\n display: flex\n align-items: center\n margin-top: var(--sidebar-search-space-above)\n\n position: relative\n\n background: var(--color-sidebar-search-background)\n &:hover,\n &:focus-within\n background: var(--color-sidebar-search-background--focus)\n\n &::before\n content: \"\"\n position: absolute\n left: var(--sidebar-item-spacing-horizontal)\n width: var(--sidebar-search-icon-size)\n height: var(--sidebar-search-icon-size)\n\n background-color: var(--color-sidebar-search-icon)\n mask-image: var(--icon-search)\n\n.sidebar-search\n box-sizing: border-box\n\n border: none\n border-top: 1px solid var(--color-sidebar-search-border)\n border-bottom: 1px solid var(--color-sidebar-search-border)\n\n padding-top: var(--sidebar-search-input-spacing-vertical)\n padding-bottom: var(--sidebar-search-input-spacing-vertical)\n padding-right: var(--sidebar-search-input-spacing-horizontal)\n padding-left: calc(var(--sidebar-item-spacing-horizontal) + var(--sidebar-search-input-spacing-horizontal) + var(--sidebar-search-icon-size))\n\n width: 100%\n\n color: var(--color-sidebar-search-foreground)\n background: transparent\n z-index: 10\n\n &:focus\n outline: none\n\n &::placeholder\n font-size: var(--sidebar-search-input-font-size)\n\n//\n// Hide Search Matches link\n//\n#searchbox .highlight-link\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal) 0\n margin: 0\n text-align: center\n\n a\n color: var(--color-sidebar-search-icon)\n font-size: var(--font-size--small--2)\n\n////////////////////////////////////////////////////////////////////////////////\n// Structure/Skeleton of the navigation tree (left)\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-tree\n font-size: var(--sidebar-item-font-size)\n margin-top: var(--sidebar-tree-space-above)\n margin-bottom: var(--sidebar-item-spacing-vertical)\n\n ul\n padding: 0\n margin-top: 0\n margin-bottom: 0\n\n display: flex\n flex-direction: column\n\n list-style: none\n\n li\n position: relative\n margin: 0\n\n > ul\n margin-left: var(--sidebar-item-spacing-horizontal)\n\n .icon\n color: var(--color-sidebar-link-text)\n\n .reference\n box-sizing: border-box\n color: var(--color-sidebar-link-text)\n\n // Fill the parent.\n display: inline-block\n line-height: var(--sidebar-item-line-height)\n text-decoration: none\n\n // Don't allow long words to cause wrapping.\n overflow-wrap: anywhere\n\n height: 100%\n width: 100%\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n &:hover\n color: var(--color-sidebar-link-text)\n background: var(--color-sidebar-item-background--hover)\n\n // Add a nice little \"external-link\" arrow here.\n &.external::after\n content: url('data:image/svg+xml,')\n margin: 0 0.25rem\n vertical-align: middle\n color: var(--color-sidebar-link-text)\n\n // Make the current page reference bold.\n .current-page > .reference\n font-weight: bold\n\n label\n position: absolute\n top: 0\n right: 0\n height: var(--sidebar-item-height)\n width: var(--sidebar-expander-width)\n\n cursor: pointer\n user-select: none\n\n display: flex\n justify-content: center\n align-items: center\n\n .caption, :not(.caption) > .caption-text\n font-size: var(--sidebar-caption-font-size)\n color: var(--color-sidebar-caption-text)\n\n font-weight: bold\n text-transform: uppercase\n\n margin: var(--sidebar-caption-space-above) 0 0 0\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n // If it has children, add a bit more padding to wrap the content to avoid\n // overlapping with the

' + + '' + + _("Hide Search Matches") + + "