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Source code for soundit

+r"""Make audio
+
+This module uses iterators to represent audio streams. These iterators return
+float values between [-1.0, 1.0) and can be chained, averaged, and precomputed
+to your heart's content to create music. We call these iterators "sounds".
+
+Note that all sounds are in 48kHz.
+
+There is also a kinda sus music parser which can aid in creating longer music.
+More info on that can be found in the `music_to_notes`'s docstring.
+
+Sound generators:
+    `sine`
+    `square`
+    `sawtooth`
+    `triangle`
+    `silence`
+    `piano`  (requires `init_piano` to be called)
+
+Sound creation utilities:
+    `passed`
+
+Sound effects:
+    `fade`
+    `volume`
+    `cut`
+    `pad`
+    `exact`
+    `delay`
+
+Frequency utilities:
+    `make_frequencies_dict`
+    `make_indices_dict`
+
+Music functions:
+    `split_music`
+    `music_to_notes`
+    `notes_to_sine`
+    `_notes_to_sound`  (unfinalized API)
+
+Audio source utilities:
+    `chunked`
+    `unchunked`
+
+We also provide some utility functions with other tools such as converting
+chunks into discord.py AudioSources or decompressing audio on the fly with
+FFmpeg. These only work when their required library is installed.
+
+discord.py utilities:
+    `wrap_discord_source`
+    `unwrap_discord_source`
+    `play_discord_source`
+
+FFmpeg utilities:
+    `file_chunks`
+    `make_ffmpeg_section_args`
+    `create_ffmpeg_process`
+    `chunked_ffmpeg_process`
+
+sounddevice utilities:
+    `play_output_chunks`
+    `create_input_chunks`
+
+There is also some built-in music that are prefixed with \MUSIC_, such as
+MUSIC_DIGITIZED, provided for testing purposes.
+
+"""
+
+import asyncio
+import math
+import json
+import itertools
+import functools
+import subprocess
+import copy
+import heapq
+import sys
+import collections
+import cmath
+import contextlib
+import io
+import struct
+
+try:
+    import discord  # type: ignore
+except ImportError:
+
+[docs] + has_discord = False
+ +else: + has_discord = True + +try: + import sounddevice # type: ignore +except ImportError: +
+[docs] + has_sounddevice = False
+ +else: + has_sounddevice = True + +try: + import av # type: ignore +except ImportError: +
+[docs] + has_av = False
+ +else: + has_av = True + +try: + import numpy # type: ignore +except ImportError: +
+[docs] + has_numpy = False
+ +else: + has_numpy = True + +from typing import TYPE_CHECKING, Optional, Any, Iterable, Deque, Iterator +if sys.version_info >= (3, 8): + from typing import Literal +else: + from typing_extensions import Literal +if sys.version_info >= (3, 10): + from typing import TypeAlias +else: + from typing_extensions import TypeAlias + +# - Constants + +
+[docs] +RATE = 48000 # 48kHz
+ +
+[docs] +A4_FREQUENCY = 440
+ +
+[docs] +A4_INDEX = 57
+ +
+[docs] +NOTE_NAMES = "c c# d d# e f f# g g# a a# b".split()
+ + + +# - Numpy iterators + +if has_numpy: + # Convert sound iterator to numpy iterator + def _to_numpy(iterator): + if not hasattr(iterator, "_as_numpy_iterator"): + iterator = _NumpyConvertibleIterator._from_sound(iterator) + return iterator._as_numpy_iterator() + + # Ensure iterator is a sound (assumes argument isn't a numpy iterator) + def _ensure_sound(iterator): + if hasattr(iterator, "_as_numpy_iterator"): + return iterator._as_sound_iterator() + else: + return iterator + + # Can be used to speed up some operations + class _NumpyConvertibleIterator: + __slots__ = ( + "_running", "_converted", + "_iterator", "_numpy_iterator", + "_name", + ) + + def __init__(self, iterator, numpy_iterator, *, name=None): + self._running = False + self._converted = False + self._iterator = iterator + self._numpy_iterator = numpy_iterator + self._name = name + + def __repr__(self): + mode = ( + f'sound={self._iterator!r}' + if self._running else + f'numpy={self._numpy_iterator!r}' + if self._converted else + f'unconverted name={self._name!r}' + if self._name is not None else + "unconverted" + ) + return f'<{type(self).__name__} {mode}>' + + def __iter__(self): + return self + + def __next__(self): + if not self._running: + if self._converted: + raise RuntimeError("cannot iterate converted iterator") + if callable(self._iterator): + self._iterator = self._iterator() + self._running = True + return next(self._iterator) + + def __getattr__(self, name: str): + if self._converted: + assert not self._running + return getattr(self._numpy_iterator, name) + # Getting an attribute on an unconverted iterator sets it running + if not self._running: + assert not self._converted + if callable(self._iterator): + self._iterator = self._iterator() + self._running = True + return getattr(self._iterator, name) + + def _as_numpy_iterator(self): + if not self._converted: + if self._running: + raise RuntimeError("cannot convert running iterator") + if callable(self._numpy_iterator): + self._numpy_iterator = self._numpy_iterator() + self._converted = True + return self._numpy_iterator + + def _as_sound_iterator(self): + if not self._running: + if self._converted: + raise RuntimeError("iterator already converted") + if callable(self._iterator): + self._iterator = self._iterator() + self._running = True + return self._iterator + + @staticmethod + def _numpy_from_sound(iterator: Iterator): + CHUNK_SIZE = RATE // 50 + iterator = iter(iterator) # iterator could actually be an iterable + while True: + array = numpy.fromiter( + itertools.islice(iterator, CHUNK_SIZE), + dtype="float", + ) + yield array + if len(array) < CHUNK_SIZE: + return + + @staticmethod + def _sound_from_numpy(numpy_iterator: Iterator): + for array in numpy_iterator: + yield from array + + @classmethod + def _from_sound(cls, iterator: Iterator): + return cls( + iterator, + lambda: cls._numpy_from_sound(iterator), + name=iterator, + ) + + @classmethod + def _from_numpy(cls, numpy_iterator: Iterator): + return cls( + lambda: cls._sound_from_numpy(numpy_iterator), + numpy_iterator, + name=numpy_iterator, + ) + +# Main decorator interface for _NumpyConvertibleIterator compatible functions +def _convertible(sound_func): + if has_numpy: + @functools.wraps(sound_func) + def _wrapper(*args, **kwargs): + return _NumpyConvertibleIterator( + lambda: func._sound_func(*args, **kwargs), + lambda: func._numpy_func(*args, **kwargs), + name=func._sound_func.__name__, + ) + func = _wrapper + func._sound_func = sound_func + def _missing_numpy_func(*args, **kwargs): + raise TypeError(f'missing numpy function: {sound_func}') + func._numpy_func = _missing_numpy_func + func._supports_numpy = True + else: + func = sound_func + + def _as_numpy_decorate(numpy_func): + if numpy_func.__name__ == sound_func.__name__: + import warnings + warnings.warn( + "numpy function has same name as sound function:" + f' {numpy_func.__name__}', + UserWarning, + stacklevel=2, + ) + func._numpy_func = numpy_func + return numpy_func + func._as_numpy = _as_numpy_decorate + + return func + + +# - Sound generators + +@_convertible +
+[docs] +def silence(): + """Returns silence""" + for _ in passed(None): + yield 0.0
+ + +@silence._as_numpy +def _numpy_silence(): + for x in _to_numpy(passed(None)): + x.fill(0.0) + yield x + +@_convertible +
+[docs] +def sine(freq=A4_FREQUENCY): + """Returns a sine wave at freq""" + for x in passed(None): + yield math.sin(2*math.pi * freq * x)
+ + +@sine._as_numpy +def _numpy_sine(freq=A4_FREQUENCY): + for x in _to_numpy(passed(None)): + yield numpy.sin(2*math.pi * freq * x) + +@_convertible +
+[docs] +def square(freq=A4_FREQUENCY): + """Returns a square wave at freq""" + for x in passed(None): + yield (freq*x % 1 >= 0.5) * 2 - 1
+ + +@square._as_numpy +def _numpy_square(freq=A4_FREQUENCY): + for x in _to_numpy(passed(None)): + yield (freq*x % 1 >= 0.5).astype("float") * 2 - 1 + +@_convertible +
+[docs] +def sawtooth(freq=A4_FREQUENCY): + """Returns a sawtooth wave at freq""" + for x in passed(None): + yield ((freq*x + 0.5) % 1 - 0.5) * 2
+ + +@sawtooth._as_numpy +def _numpy_sawtooth(freq=A4_FREQUENCY): + for x in _to_numpy(passed(None)): + yield ((freq*x + 0.5) % 1 - 0.5) * 2 + +@_convertible +
+[docs] +def triangle(freq=A4_FREQUENCY): + """Returns a triangle wave at freq""" + for x in passed(None): + yield (-abs(-((freq*x + 0.25) % 1) + 0.5) + 0.25) * 4
+ + +@triangle._as_numpy +def _numpy_triangle(freq=A4_FREQUENCY): + for x in _to_numpy(passed(None)): + yield (-numpy.abs(-((freq*x + 0.25) % 1) + 0.5) + 0.25) * 4 + +
+[docs] +piano_data = None
+ +
+[docs] +def init_piano(): + """Loads the piano sound for use + + The raw file 0.raw was generated from Online Sequencer's Electric Piano + instrument (from https://onlinesequencer.net/app/instruments/0.ogg?v=12) + and FFmpeg was then used to convert it into a raw mono 48kHz signed 16-bit + little endian file (using ffmpeg -i 0.ogg -f s16le -acodec pcm_s16le -ac 1 + -ar 48000 0.raw). + + """ + global piano_data + if piano_data is not None: + return + with open("0.raw", "rb") as f: + piano_data = f.read()
+ + +@_convertible +
+[docs] +def piano(index=A4_INDEX): + """Returns a piano sound at index""" + index -= 2*12 # The piano starts at C2 + for x in passed(1): + i = int((index + x) * RATE + 0.5) * 2 + yield ( + int.from_bytes(piano_data[i:i+2], "little", signed=True) + / (1 << 16-1) + )
+ + +@piano._as_numpy +def _numpy_piano(index=A4_INDEX): + _numpy_piano_data = numpy.frombuffer(piano_data, dtype="<h") + index -= 2*12 # The piano starts at C2 + for x in _to_numpy(passed(1)): + i = ((index + x) * RATE + 0.5).astype("int") + yield _numpy_piano_data[i] / (1 << 16-1) + + +# - Simple file API + +
+[docs] +def file_chunks(filename: str, start: float = 0): + """Returns a sound from an audio file using FFmpeg + + Arguments: + filename: path to the audio file + start: seconds into the audio to start at + + Returns: + stream of two-tuples of floats decoded from the audio file + + """ + if has_av: + stream = _chunked_libav_section(filename, start, None) + chunks = equal_chunk_stream(stream, RATE//50*4) + return unchunked(chunks) + + args = make_ffmpeg_section_args(filename, start, None) + process = create_ffmpeg_process(*args) + chunks = chunked_ffmpeg_process(process) + return unchunked(chunks)
+ + + +# - Experimental sounds from Online Sequencer + +class _OSUtils: + """Utilities to work with Online Sequencer instruments + + The audio is assumed to be Online Sequencer's instrument files of the form + :samp:`https://onlinesequencer.net/app/instruments/{instrument index}.ogg?v=12`. + Instruments vary from 1-43, with 13-16 being 8-bit sounds (sine, square, + sawtooth, and triangle respectively) and 41 and 43 being the length + dependent classic and grand piano respectively. The settings are assumed to + be from + :samp:`https://onlinesequencer.net/resources/c/{some hash}.js`. An example + hash is ``85dda66875c37703d44f50da0bb85185``. + + """ + # Online Sequencer starts from C2 (two octaves) + _INDEX_OFFSET = 24 + + @classmethod + def section_of(cls, settings: dict, instrument: int, index: int): + """Return section info for the specified note + + Arguments: + settings: settings from Online Sequencer JS script + instrument: instrument index + index: note index + + Returns: + two-tuple with start and length, both floats and in seconds + + Raises: + LookupError: if index is out of the instrument's range + + """ + lo = settings["min"][instrument] + cls._INDEX_OFFSET + hi = settings["max"][instrument] + cls._INDEX_OFFSET + bpm = settings["originalBpm"][instrument] * 2 # BPM is 2x stored one + length = 60 / bpm + if not lo <= index <= hi: + raise LookupError(index) + return (index-lo) * length, length + +class _OSInstrument: + """An instrument wrapping a collection of sounds + + These sounds are taken from Online Sequencer. The audio is from links of + the form ``https://onlinesequencer.net/app/instruments/<>.ogg?v=12`` with + ``<>`` being replaced with the instrument number. The settings are from + https://onlinesequencer.net/resources/c/85dda66875c37703d44f50da0bb85185.js. + + Online Sequencer's lowest note index (0) represents a C2, which would be 24 + according to make_indices_dict. All note indices are offset accordingly. + + Sounds are cached on a per instrument basis with the instrument instance + and note index as the key. You can pass your own cache if necessary. Note + that we cache the binary data, not the floats, as this reduces memory usage + by a lot (at the cost of some more CPU usage). + + Note that no FFmpeg preprocessing is needed; all reencoding is done at + runtime. However, you can still specify a raw PCM file. Just also pass + the relevant FFmpeg options specifying the format, sample rate, and number + of channels. For 48 kHz signed 16-bit little endian mono audio, you'd pass + ``before_options=["-f", "s16le", "-ar", "48000", "-ac", "1"]``. You may + also want to pass ``options=["-v", "error"]`` to make FFmpeg quieter (it + warns you about estimating the duration from the bitrate). + + """ + _SETTINGS_FILENAME = "onlinesequencer_settings.json" + _INSTRUMENT_FILENAME = "./_ossounds/<>.ogg" + _INDEX_OFFSET = 2 * 12 + + _settings = None + _cache = None + + def __init__( + self, + instrument, + *, + filename=None, + before_options=None, + options=None, + cache=None, + max_cache_size=None, + ): + """Create an instrument + + If the instrument is a string, it is looked up and converted into an + instrument number. + + The filename can optionally have a pair of angle brackets ``<>`` which + will be replaced by the instrument number. + + The before_options and options arguments are included in the + .ffmpeg_args_for method's return value. Note that they will be prefixed + by ``["-ss", str(start_time)]`` for before_options and + ``["-t", str(self.seconds)]`` for options. + + For the sound cache, you can directly pass an LRUIterableCache to the + cache keyword argument. Passing max_cache_size is deprecated. + + """ + # Load settings + self.load_settings() + if type(instrument) is str: + instrument = self._settings["instruments"].index(instrument) + # Store them on the instrument + self.instrument = instrument + self.instrument_name = self._settings["instruments"][instrument] + self.min = self._settings["min"][instrument] + self._INDEX_OFFSET + self.max = self._settings["max"][instrument] + self._INDEX_OFFSET + self.original_bpm = self._settings["originalBpm"][instrument] * 2 + self.seconds = 60 / self.original_bpm + # Get filename from template if one wasn't provided + if filename is None: + filename = self._INSTRUMENT_FILENAME + filename = filename.replace("<>", str(instrument)) + filename = filename.replace("{i}", str(instrument)) # Old template + # FFmpeg options + self.filename = filename + self.before_options = before_options + self.options = options + # Create the cache for source iterators + if cache is None: + if max_cache_size is not None: + cache = LRUIterableCache(maxsize=max_cache_size) + else: + if self._cache is None: + self._cache = LRUIterableCache() + cache = self._cache + self.cache = cache + + # Simple hash (we compare instruments by identity) + def __hash__(self): + return hash(id(self)) + + def at(self, index=A4_INDEX): + """Returns a sound at the specified note index + + Note that the source iterable may be cached. Thus, if the file changes, + the returned sounds may not be updated. Use .cache_clear() to refresh + the cache. + + """ + # If the index is out of range, return an empty sound (no points) + start = self.start_of(index) + if start is None: + return + # Check the cache before getting the chunks + key = (self, index) + chunks = self.cache.get(key, lambda: self._chunks_at(start)) + # Unchunk and convert into a sound + return single(unchunked(chunks)) + + def start_of(self, index=A4_INDEX): + """Returns the start time for the specified note or None if invalid""" + # If the index is out of range, return None + if not self.min <= index <= self.max: + return None + # Return the starting time otherwise + return (index - self.min) * self.seconds + + def ffmpeg_args_for(self, start, *, before_options=None, options=None): + """Returns a list of arguments to FFmpeg + + It will take the required amount of audio starting from the specified + start time and convert them into PCM 16-bit stereo audio to be piped to + STDOUT. + + The instance's .before_options will be added before the before_options + argument and likewise with .options. + + """ + if start is None: + raise ValueError("start must be a float") + if ( + isinstance(self.before_options, str) + or isinstance(self.options, str) + or isinstance(before_options, str) + or isinstance(options, str) + ): + # Strings are naughty. Force user to split them beforehand + raise ValueError("FFmpeg options should be lists, not strings") + return make_ffmpeg_section_args( + self.filename, + start, + self.seconds, + before_options=[ + *(self.before_options or ()), + *(before_options or ()), + ], + options=[ + *(self.options or ()), + *(options or ()), + ], + ) + + @classmethod + def load_settings(cls, filename=None, *, force=False): + if not force and cls._settings is not None: + return False + if filename is None: + filename = cls._SETTINGS_FILENAME + with open(filename) as file: + cls._settings = json.load(file) + return True + + def _chunks_at(self, start): + # Get FFmpeg arguments + args = self.ffmpeg_args_for(start) + # Create the process + process = create_ffmpeg_process(*args) + # Create a chunks from the process + return chunked_ffmpeg_process(process) + + def cache_clear(self): + """Clears the source iterables cache + + Same as doing .cache.clear(). + + """ + self.cache.clear() + +# - LRU cache + +
+[docs] +class LRUCache: + """An LRU cache + + Arguments: + maxsize: the maximum size of the cache (None means unbounded) + + """ + def __init__(self, *, maxsize: Optional[int] = 128): + # Set cache state +
+[docs] + self.maxsize = maxsize
+ + """The maximum size of the cache + + 0 means that the cache will remain empty. Specifying None means the + cache will grow without bound. + + Note that changes to maxsize won't take effect until the next `get()` + call with a key not in the cache. It is not recommended, but you can + call ``._ensure_size()`` to force it to resize the cache. + + """ +
+[docs] + self.hits = 0
+ + """The number of cache hits""" +
+[docs] + self.misses = 0
+ + """The number of cache misses""" +
+[docs] + self.results: dict = {}
+ + """The dictionary between keys and values + + Checking and modifying the cache manually isn't recommended. + + """ + +
+[docs] + def get(self, key, value_func): + """Return the value for this key, calling value_func if needed + + Arguments: + key: unique key for a value + value_func: a zero-arg function returning a value for this key + + """ + # If the key ain't in the cache... + if key not in self.results: + # Get the value from calling the function + value = value_func() + # Update cache with the value + result = self._miss(key, value) + # Ensure the cache's size isn't over self.maxsize + self._ensure_size() + + # If the key is in the cache... + else: + # Get the cached value + result = self._hit(key) + + # Return the value + return result
+ + +
+[docs] + def clear(self): + """Clears the cache and the hits / misses counters""" + self.hits = 0 + self.misses = 0 + self.results.clear()
+ + + def __repr__(self): + return ( + f"<{type(self).__name__}" + f" maxsize={self.maxsize}" + f" hits={self.hits}" + f" misses={self.misses}" + ">" + ) + + def _miss(self, key, value): + # Note down that we missed it + self.misses += 1 + # Update cache with the value + result = self.results[key] = value + # Return the value + return result + + def _hit(self, key): + # Note down that we hit it + self.hits += 1 + # Move key to the end of the dict (LRU cache) + result = self.results.pop(key) + self.results[key] = result + # Return the value + return result + + def _ensure_size(self): + if self.maxsize is None: # Cache is unbounded + return False + if len(self.results) <= max(0, self.maxsize): + return False + # Fast path for maxsize of 0 (clear everything) + if self.maxsize == 0: + self.results.clear() + return True + # Get old keys in the cache (order is kept in a dict) + old_keys = list(itertools.islice( + iter(self.results.keys()), + len(self.results) - self.maxsize, + )) + # Remove old keys + for old_key in old_keys: + self.results.pop(old_key) + # Force the dict to resize (inserts cause resizing) + self.results[1] = 1 + del self.results[1] + return True
+ + +# - LRU cache for iterators + +
+[docs] +class LRUIterableCache(LRUCache): + """An LRU cache for iterables + + This class internally stores `itertools.tee` objects wrapped around the + original values and returns a copy of the tees in the cache. + + We use tee objects for a few reasons: + + - They can be iterated at different speeds. + - They are iterators (lazily evaluated). + - They can be copied (major orz for this one). + - They are fast (implemented in C). + + See `LRUCache` for more info on caching. See `itertools.tee` for more info on + tee objects. + + """ +
+[docs] + def get(self, key, iterable_func): + """Return the iterator for this key, calling iterable_func if needed + + If a matching tee is cached, return a copy. If no tee is found, create + a new one using the iterable_func and make a copy of it. + + """ + if has_numpy: + # Defer cache get until we know if it's a sound or a numpy iterator + return _NumpyConvertibleIterator( + lambda: copy.copy(super(LRUIterableCache, self).get( + (0, key), + lambda: itertools.tee(iterable_func(), 1)[0]), + ), + lambda: copy.copy(super(LRUIterableCache, self).get( + (1, key), + lambda: itertools.tee(_to_numpy(iterable_func()), 1)[0]), + ), + name=key, + ) + def value_func(): + return itertools.tee(iterable_func(), 1)[0] + return copy.copy(super().get(key, value_func))
+
+ + +
+[docs] +def lru_iter_cache( + func=None, + *, + maxsize: Optional[int] = 128, + cache: Optional[LRUIterableCache] = None, +): + """Decorator to wrap a function returning iterables + + Arguments: + maxsize: the maximum size of the cache (None means unbounded) + cache: the cache to use + + See `LRUIterableCache` for more info. + + """ + if func is None: + return functools.partial(lru_iter_cache, maxsize=maxsize, cache=cache) + + # Create the cache instance if necessary + if cache is None: + cache = LRUIterableCache(maxsize=maxsize) + + # Wrap the original function + @functools.wraps(func) + def _lru_iter_cache_wrapper(*args, **kwargs): + # The key must not be the same for different call args / kwargs. + # Example: f("a", 1) vs f(a=1). + key = (args, *kwargs.items()) + def iterable_func(): + return func(*args, **kwargs) + return cache.get(key, iterable_func) + + # Add the cache to the function object for later introspection + _lru_iter_cache_wrapper.cache = cache # type: ignore + _lru_iter_cache_wrapper.cache_clear = cache.clear # type: ignore + + # Return the wrapper function + return _lru_iter_cache_wrapper
+ + + +# - Experimental string pluck synthesis + +def _with_self_tee(genfunc): + def _wrapper(*args, **kwargs): + self = yield + yield + yield from genfunc(self, *args, **kwargs) + @functools.wraps(genfunc) + def _exposed(*args, **kwargs): + iterator = _wrapper(*args, **kwargs) + iterator.send(None) + head, tail = itertools.tee(iterator) + iterator.send(tail) + return head + return _exposed + +@_with_self_tee +def _pluck(self, freq=440, *, func=square): + initial = cut(1 / freq, func(freq)) + sound = itertools.chain(initial, self) + with _closeiter(sound): + head, tail = itertools.tee(sound) + next(head, None) + for x, y in zip(tail, head): + yield (x+y)/2 * 0.99 + +# - FFmpeg utilities + +
+[docs] +def create_ffmpeg_process( + *args, + executable="ffmpeg", + pipe_stdin=False, + pipe_stdout=True, + pipe_stderr=False, + **kwargs, +): + """Creates a process that run FFmpeg with the given arguments + + This assumes that ``ffmpeg.exe`` is on your PATH environment variable. If not, + you can specify its location using the executable argument. + + For the ``pipe_*`` arguments, if it is True, `subprocess.PIPE` will be passed to + `subprocess.Popen`'s constructor. Otherwise, None will be passed. + + All other keyword arguments are passed directly to `subprocess.Popen`. + + """ + subprocess_kwargs = { + "stdin": subprocess.PIPE if pipe_stdin else None, + "stdout": subprocess.PIPE if pipe_stdout else None, + "stderr": subprocess.PIPE if pipe_stderr else None, + } + subprocess_kwargs.update(kwargs) + return subprocess.Popen([executable, *args], **subprocess_kwargs)
+ + +if TYPE_CHECKING or sys.version_info >= (3, 9): + Popen: TypeAlias = subprocess.Popen[bytes] + ":meta private:" +else: + Popen: TypeAlias = subprocess.Popen + +
+[docs] +def chunked_ffmpeg_process( + process: Popen, + *, + close: Optional[bool] = True, +) -> Iterator[bytes]: + """Returns an iterator of chunks from the given process + + Arguments: + process: the subprocess to stream stdout from + close: whether to terminate the process when finished + + This function is hardcoded to take PCM 16-bit stereo audio, same as the + chunked function. See that function for more info. + + """ + if process.stdout is None: + raise ValueError("process has no stdout") + if close is None: + close = True + + FRAME_SIZE_BYTES = 3840 # 20ms of 48kHz stereo 16-bit audio + check_return_code = True + + try: + # Stream stdout until EOF + yield from equal_chunk_stream( + iter( + functools.partial( + process.stdout.read, # speedup by removing a getattr + FRAME_SIZE_BYTES, + ), + b"", + ), + FRAME_SIZE_BYTES, + copy=True, + ) + + except GeneratorExit: + check_return_code = False + raise + + finally: + if close: + # Terminating instead of closing pipes makes FFmpeg not cry "Error + # writing trailer of pipe:: Broken pipe" on .mp3s + process.terminate() + if process.stdin: + process.stdin.close() + process.stdout.close() + if process.stderr: + process.stderr.close() + process.wait() + if check_return_code and process.returncode != 0: + raise RuntimeError( + "process ended with a nonzero return code:" + f" {process.returncode}" + )
+ + +
+[docs] +def make_ffmpeg_section_args( + filename, + start, + length, + *, + before_options=(), + options=(), +): + """Returns a list of arguments to FFmpeg + + It will take the required amount of audio starting from the specified start + time and convert them into PCM 16-bit stereo audio to be piped to stdout. + + The before_options argument will be passed after ``-ss`` and before ``-i``, + and the options argument will be passed after ``-t`` and before ``pipe:1``. + + If length is None, the audio will play to the end of the file. + + The returned args are of this form:: + + -ss {start} + -t {length} + {before_options} + -i {filename} + -f s16le + -ar 48000 + -ac 2 + -loglevel warning + -nostdin + {options} + pipe:1 + + """ + if start is None: + raise ValueError("start must be a float") + if isinstance(before_options, str) or isinstance(options, str): + # Strings are naughty. Force user to split them beforehand + raise ValueError("FFmpeg options should be lists, not strings") + return [ + "-ss", str(start), + *(("-t", str(length)) if length is not None else ()), + *(before_options or ()), + "-i", filename, + "-f", "s16le", + "-ar", "48000", + "-ac", "2", + "-loglevel", "warning", + "-nostdin", + *(options or ()), + "pipe:1", + ]
+ + + +# - Byte stream utilities + +
+[docs] +def loop_stream( + data_iterable: Iterable[bytes], + *, + copy: Optional[bool] = True, + when_empty: Optional[Literal["ignore", "error"]] = "error", +) -> Iterator[bytes]: + """Consumes a stream of buffers and loops them forever + + Arguments: + data_iterable: the iterable of buffers + copy: whether or not to copy the buffers + when_empty: what to do when data is empty (ignore or error) + + Returns: + stream of buffers + + The buffers are reused upon looping. If the buffers are known to be unused + after being yielded, you can set copy to False to save some time copying. + + When sum(len(b) for b in buffers) == 0, a RuntimeError will be raised. + Otherwise, this function can end up in an infinite loop, or it can cause + other functions to never yield (such as equal_chunk_stream). This behaviour + is almost never useful, though if necessary, pass when_empty="ignore" to + suppress the error. + + Example: + >>> from itertools import islice + >>> parts = [b"abc", b"def", b"ghi"] + >>> looped = list(islice(loop_stream(parts), 9)) + >>> looped[::3] + [b'abc', b'abc', b'abc'] + >>> looped[1::3] + [b'def', b'def', b'def'] + >>> looped[2::3] + [b'ghi', b'ghi', b'ghi'] + + """ + if copy is None: + copy = True + if when_empty is None: + when_empty = "error" + if when_empty not in ("ignore", "error"): + raise ValueError("when_empty must be ignore or error") + data_iterator = iter(data_iterable) + + # Deques have a guaranteed O(1) append; lists have worst case O(n) + data_buffers: Deque[bytes] = collections.deque() + data_buffers_size = 0 + + with _closeiter(data_iterator): + if copy: + data_iterator = map(bytes, data_iterator) + + # Read data until empty + for data in data_iterator: + data_buffers.append(data) + data_buffers_size += len(data) + yield data + + # Sanity check for empty buffer length + if when_empty == "error" and data_buffers_size == 0: + raise RuntimeError("empty data buffers") + + # Yield buffers forever + while True: + yield from data_buffers
+ + +
+[docs] +def equal_chunk_stream( + data_iterable: Iterable[bytes], + buffer_len: int, + *, + copy: Optional[bool] = True, +) -> Iterator[bytes]: + """Normalizes a stream of buffers into ones of length buffer_len + + Arguments: + data_iterable: the iterable of buffers + buffer_len: the size to normalize buffers to + copy: return copies of the internal buffer. If ``False``, the yielded + buffer may be reused to reduce object creation and collection. + + Returns: + stream of buffers with len(buffer) == buffer_len except the last one + + The last buffer yielded is always smaller than buffer_len. Other code can + fill it with zeros, drop it, or execute clean up code. + + Example: + >>> list(equal_chunk_stream([b"abcd", b"efghi"], 3)) + [b'abc', b'def', b'ghi', b''] + >>> list(equal_chunk_stream([b"abcd", b"efghijk"], 3)) + [b'abc', b'def', b'ghi', b'jk'] + >>> list(equal_chunk_stream([b"a", b"b", b"c", b"d"], 3)) + [b'abc', b'd'] + >>> list(equal_chunk_stream([], 3)) + [b''] + >>> list(equal_chunk_stream([b"", b""], 3)) + [b''] + >>> list(equal_chunk_stream([b"", b"", b"a", b""], 3)) + [b'a'] + + """ + if not buffer_len > 0: + raise ValueError("buffer length is not positive") + if copy is None: + copy = True + data_iterator = iter(data_iterable) + + # Easier to do map(bytes, ...) than to check it each yield (faster too?) + if copy: + chunks = equal_chunk_stream(data_iterable, buffer_len, copy=False) + with _closeiter(chunks): + return (yield from map(bytes, chunks)) + + # Initialize buffer variables + buffer = memoryview(bytearray(buffer_len)) + buffer_ptr = 0 + + with _closeiter(data_iterator): + for data in data_iterator: + data = memoryview(data).cast("B") + + # This stores the size data is over by compared to the remaining + # buffer size. If it's negative, it's the size it's under by. + end = data.nbytes - buffer_len + buffer_ptr + + if end == 0: + # Faster to yield data directly (no copying to the buffer) + if buffer_ptr == 0: + yield data + continue + + buffer[buffer_ptr:] = data + yield buffer + buffer_ptr = 0 + continue + + if end < 0: + buffer[buffer_ptr:end] = data + buffer_ptr = buffer_len + end + continue + + buffer[buffer_ptr:] = data[:-end] + yield buffer + data = data[-end:] + + # Yield buffer sized slices of data + if end >= buffer_len: + for i in range(0, end - buffer_len + 1, buffer_len): + yield data[i:i+buffer_len] + + buffer_ptr = end % buffer_len + if buffer_ptr != 0: + buffer[:buffer_ptr] = data[-buffer_ptr:] + + # Yield everything that we have left (could be b"") so that other code + # can simply check the length to know if the stream is ending. + yield b"" if buffer_ptr == 0 else buffer[:buffer_ptr]
+ + + +# - LibAV utilities + +def _chunked_libav_section( + filename: str, + start: float, + length: Optional[float], +): + """Returns an iterator of chunks from the specified file + + It will take the required amount of audio starting from the specified start + time and convert them into PCM 16-bit stereo audio. + + """ + if not has_av: + raise RuntimeError("av needed to decode file") + + RATE = 48000 # 48kHz + FRAME = 2 * 2 # frame width = stereo * 16-bit + + # Close after usage to prevent memory leaks + with av.open(filename, "r") as in_container, \ + av.open(io.BytesIO(), "w", format="s16le") as pcm_container: + + # Input audio stream to decode from + in_stream = in_container.streams.audio[0] + in_stream.thread_type = "AUTO" # Use more threads for decoding + + # Output PCM stream to encode into + pcm_stream = pcm_container.add_stream("pcm_s16le", RATE) + pcm_stream.layout = "stereo" + + # Decoding state + got_initial = False # Flag to correctly set in_skip after seeking + in_skip = round(start / in_stream.time_base) # Frames to skip + if length is not None: + pcm_left = round(length * RATE) # Frames to keep + + # Seek to a keyframe at or before in_skip frames + in_container.seek(in_skip, stream=in_stream) + + # Loop frames from the input + for in_packet in in_container.demux(): + for in_frame in in_stream.decode(in_packet): + # If this is the first frame, subtract current from in_skip + if not got_initial: + in_skip -= in_frame.pts + got_initial = True + + # Skip the whole frame if we don't need it + if in_skip >= in_frame.samples: + in_skip -= in_frame.samples + continue + + # Encode into PCM + in_frame.pts = None # Have pcm_stream join frames together + pcm_packet = memoryview(b"".join(pcm_stream.encode(in_frame))) + + # If there's still a part to skip, skip it + if in_skip > 0: + pcm_skip = round(in_skip * in_stream.time_base * RATE) + pcm_packet = pcm_packet[pcm_skip*FRAME:] + in_skip = 0 + + # If no length was specified, yield everything + if length is None: + yield pcm_packet + continue + + # If this is the last packet, cut the end, yield, and break + pcm_length = len(pcm_packet) // FRAME + if pcm_left <= pcm_length: + if pcm_left < pcm_length: + pcm_packet = pcm_packet[:pcm_left*FRAME] + yield pcm_packet + return + + # Update frames left and yield + pcm_left -= pcm_length + yield pcm_packet + + # Flush buffers and yield the last bits + pcm_packet = memoryview(b"".join(pcm_stream.encode(None))) + if length is None: # Yield everything + yield pcm_packet + return + pcm_length = len(pcm_packet) // FRAME + if pcm_left < pcm_length: + pcm_packet = pcm_packet[:pcm_left*FRAME] + yield pcm_packet + + +# - Sound creation utilities + +@_convertible +
+[docs] +def passed(seconds=1): + """Returns a sound lasting the specified time yielding the seconds passed + + This abstracts away the use of RATE to calculate the number of points. + + If seconds is None, the returned sound will be unbounded. + + Example: + >>> x = list(passed(0.25)) + >>> x[0] * RATE + 0.0 + >>> x[1] * RATE + 1.0 + >>> len(x) / RATE + 0.25 + + """ + if seconds is None: + iterator = itertools.count() + else: + iterator = range(int(seconds * RATE)) + for i in iterator: + yield i / RATE
+ + +@passed._as_numpy +def _numpy_passed(seconds): + CHUNK_SIZE = RATE // 50 # We divide a second into 50 numpy arrays + if seconds is None: + iterator = itertools.count(0, CHUNK_SIZE) + else: + iterator = range(0, int(seconds * RATE), CHUNK_SIZE)[:-1] + i = -CHUNK_SIZE + + for i in iterator: + yield (numpy.arange( + i, + i + CHUNK_SIZE, + ) / RATE) + + if seconds is not None: + i += CHUNK_SIZE + yield (numpy.arange( + i, + i + CHUNK_SIZE, + ) / RATE)[:int(seconds * RATE) % CHUNK_SIZE] + +@contextlib.contextmanager +def _closeiter(iterator: Iterator): + try: + yield iterator + finally: + if hasattr(iterator, "close"): + iterator.close() # type: ignore[attr-defined] + +class _PreservedIterator: + def __init__(self, iterator: Iterator): + self._iterator = iterator + + def __next__(self): + return next(self._iterator) + + def __getattr__(self, name: str): + return getattr(self._iterator, name) + + def __iter__(self): + return self + + def close(self): + pass + +@contextlib.contextmanager +def _preserveiter(iterator: Iterator): + yield _PreservedIterator(iterator) + + +# - Sound effects + +@_convertible +
+[docs] +def fade(iterator, *, fadein=0.005, fadeout=0.005): + """Fades in and out of the sound + + If the sound is less than fadein + fadeout seconds, the time between fading + in and fading out is split proportionally. + + """ + with _closeiter(iterator): + fadein = int(fadein * RATE) + fadeout = int(fadeout * RATE) + + # First get fadein + fadeout samples + last = [] + try: + while len(last) < fadein + fadeout: + last.append(next(iterator)) + except StopIteration as e: + # If we ended early, pretend the fade exists and use the smaller + # volume from fadein or fadeout. + for i, point in enumerate(last): + yield point * min( + (i+1) / fadein if fadein else 1, + (len(last)-i) / fadeout if fadeout else 1, + ) + return e.value + # Yield the fadein part + for i in range(0, fadein): + yield last[i] * ((i+1) / fadein) + # Remove the fadein + del last[:fadein] + assert len(last) == fadeout + # If there's no fadeout, yield rest of the sound without changes. + if fadeout == 0: + return (yield from iterator) + # Loop until the sound ends. We use the last list as a circular buffer with + # the insert variable pointing to the next index to be overwritten. + insert = 0 + try: + while True: + # Yield the oldest point and get the next point + value = last[insert] + last[insert] = next(iterator) + yield value + insert = (insert + 1) % fadeout + except StopIteration as e: + # Yield the fadeout + for i, j in enumerate(range(insert - fadeout, insert)): + yield last[j] * ((fadeout-i) / fadeout) + return e.value
+ + +@fade._as_numpy +def _numpy_fade(iterator, *, fadein=0.005, fadeout=0.005): + with _closeiter(iterator): + fadein = int(fadein * RATE) + fadeout = int(fadeout * RATE) + + initial = True + buffers = [] + samples = 0 + for x, array in zip(_to_numpy(passed(None)), _to_numpy(iterator)): + # First get fadein + fadeout samples + if initial: + buffers.append(array) + samples += len(array) + if samples < fadein + fadeout: + continue + initial = False + # Yield the fadein part + fadein_index = 0 + for i, array in enumerate(buffers): + if fadein: + array *= ( + numpy.arange( + fadein_index + 1, + fadein_index + 1 + len(array), + ) / fadein + ).clip(0, 1) + fadein_index += len(array) + if fadein_index >= fadein: + break + yield array + del buffers[:i] + samples -= fadein_index + samples += len(array) + array = buffers.pop() + samples -= len(array) + # Loop until the sound ends. We use the buffers list to hold sounds + # until the fade out doesn't cover an array anymore. + buffers.append(array) + samples += len(array) + while buffers and samples - len(buffers[0]) >= fadeout: + array = buffers.pop(0) + samples -= len(array) + yield array + if initial: + # If we ended early, pretend the fade exists and use the smaller + # volume from fadein or fadeout. + fadein_index = 0 + for array in buffers: + samples -= len(array) + fade = 1 + if fadein: + fade = numpy.minimum( + fade, + numpy.arange( + fadein_index + 1, + fadein_index + 1 + len(array), + ) / fadein, + ) + if fadeout: + fade = numpy.minimum( + fade, + numpy.arange( + samples + len(array), + samples, + -1, + ) / fadeout, + ) + array *= fade + fadein_index += len(array) + yield array + else: + # Yield the fadeout + for array in buffers: + samples -= len(array) + if fadeout: + array *= ( + numpy.arange( + samples + len(array), + samples, + -1, + ) / fadeout + ).clip(0, 1) + yield array + +
+[docs] +def both(iterator): + """Deprecated. sound.chunked accepts floats""" + with _closeiter(iterator): + for num in iterator: + yield num, num
+ + +@_convertible +
+[docs] +def single(iterator): + """Merge stereo sounds into mono""" + with _closeiter(iterator): + for left, right in iterator: + yield (left + right)/2
+ + +@single._as_numpy +def _numpy_single(iterator): + with _closeiter(iterator): + for left, right in _to_numpy(iterator): + yield (left + right)/2 + +@_convertible +
+[docs] +def volume(factor, sound): + """Multiplies each point by the specified factor""" + with _closeiter(sound): + for num in sound: + yield num * factor
+ + +@volume._as_numpy +def _numpy_volume(factor, sound): + with _closeiter(sound): + for array in _to_numpy(sound): + yield array * factor + +@_convertible +
+[docs] +def cut(seconds, sound): + """Ends the sound after the specified time""" + with _closeiter(sound): + for _, point in zip(passed(seconds), sound): + yield point
+ + +@cut._as_numpy +def _numpy_cut(seconds, sound): + with _closeiter(sound): + for x, array in zip(_to_numpy(passed(seconds)), _to_numpy(sound)): + if len(array) > len(x): + array = array[:len(x)] + yield array + +@_convertible +
+[docs] +def pad(seconds, sound): + """Pads the sound with silence if shorter than the specified time""" + with _closeiter(sound): + padded = cut(seconds, silence()) + for x in padded: + try: + point = next(sound) + except StopIteration: + yield x + yield from padded + break + else: + yield point + else: + yield from sound
+ + +@pad._as_numpy +def _numpy_pad(seconds, sound): + with _closeiter(sound): + sound = _to_numpy(sound) + padded = _to_numpy(cut(seconds, silence())) + for x in padded: + try: + array = next(sound) + except StopIteration: + yield x + yield from padded + break + else: + if len(array) < len(x): + x[:len(array)] = array + array = x + yield array + else: + yield from sound + +@_convertible +
+[docs] +def _cut_cross(seconds: float, sound): + """End sound at the first sign flip after the specified time + + :meta public: + + """ + with _closeiter(sound): + point = 0 + for _ in passed(seconds): + try: + point = next(sound) + except StopIteration: + return + else: + yield point + last_point = point + if last_point == 0: + return + for point in sound: + if last_point*point <= 0: + return + yield point
+ + +@_cut_cross._as_numpy +def _numpy__cut_cross(seconds: float, sound): + with _closeiter(sound): + sound = _to_numpy(sound) + index = 0 + last_point = 0 + for x in _to_numpy(passed(seconds)): + try: + array = next(sound) + except StopIteration: + return + else: + if len(x) < len(array): + index = len(x) + break + else: + yield array + if len(array): + last_point = array[-1] + while True: + if index == 0: + if len(array) == 0: + yield array + break + if last_point*array[0] <= 0: + yield from _to_numpy(passed(0)) + break + index = 1 + if index < len(array): + x = array[index-1:-1]*array[index:] <= 0 + i = numpy.argmax(x) + if x[i]: + yield array[:index+i] + break + yield array + last_point = array[-1] + index = 0 + try: + array = next(sound) + except StopIteration: + break + +
+[docs] +def exact(seconds, sound): + """Cuts or pads the sound to make it exactly the specified time""" + return cut(seconds, pad(seconds, sound))
+ + +@_convertible +
+[docs] +def delay(seconds: float, sound): + """Add silence before the sound""" + with _closeiter(sound): + yield from cut(seconds, silence()) + yield from sound
+ + +@delay._as_numpy +def _numpy_delay(seconds: float, sound): + with _closeiter(sound): + last = None + for array in _to_numpy(cut(seconds, silence())): + if last is not None: + yield last + last = array + if len(array) == 0: + return (yield from _to_numpy(sound)) + + buffer = next(_to_numpy(silence())) + index = len(array) + for array in _to_numpy(sound): + if len(array) != len(buffer): + break + buffer[index:] = array[:-index] + yield buffer.copy() + buffer[:index] = array[-index:] + + if len(array) >= len(buffer) - index: + buffer[index:] = array[:len(buffer) - index] + yield buffer + yield array[len(buffer) - index:] + else: + buffer[index:index + len(array)] = array + yield buffer[:index + len(array)] + +@_convertible +
+[docs] +def _resample_linear(factor: float, sound): + """Resample the sound using linear interpolation + + The returned sound will be shorter/longer by 1 over the specified factor. + Resampling a sound created by ``cut(1, sine(440))`` would give a sound + similar to one created by ``cut(1/factor, 440*factor)``. + + :meta public: + + """ + elapsed = passed(None) + next_sample = factor*next(elapsed) + last_point = 0 + last_x = -1 + for x, point in zip(passed(None), sound): + while next_sample <= x: + # This is closest to how NumPy calculates linear interpolation + slope = (point - last_point) / (x - last_x) + yield last_point + slope*(next_sample - last_x) + next_sample = factor*next(elapsed) + last_point = point + last_x = x
+ + +@_resample_linear._as_numpy +def _numpy__resample_linear(factor: float, sound): + # Note that the NumPy version is slightly off from the sound version + elapsed = _to_numpy(passed(None)) + next_sample = factor*next(elapsed) + buffer = next(_to_numpy(silence())) + last_array = numpy.zeros(1 + len(buffer)) + last_x = last_array.copy() + last_x[0] = -1 + j = 0 + for x, array in zip(_to_numpy(passed(None)), _to_numpy(sound)): + size = len(array) + last_x[1:1+size] = x[:size] + last_array[1:1+size] = array + while True: + i = next_sample.searchsorted(last_x[0]) + j = next_sample.searchsorted(last_x[size], "right") + buffer[i:j] = numpy.interp( + next_sample[i:j], + last_x[:1+size], + last_array[:1+size], + ) + if j != len(buffer): + break + yield buffer.copy() + next_sample = factor*next(elapsed) + if size: + last_x[0] = x[-1] + last_array[0] = array[-1] + yield buffer[:j] + + +# - Utility for audio sources + +
+[docs] +async def play_discord_source(voice_client, source): + """Plays and waits until the source finishes playing""" + future = asyncio.Future() + def after(exc): + if exc is None: + future.set_result(None) + else: + future.set_exception(exc) + voice_client.play(source, after=after) + await future + return future.result()
+ + +if has_discord: + # Make our class a subclass of discord.py AudioSource if possible +
+[docs] + class DiscordIteratorSource(discord.AudioSource): + """Internal subclass of discord.py's AudioSource for iterators + + See wrap_discord_source for more info. + + """ + def __init__(self, iterator, *, is_opus=False): + self._iterator = iterator + self._is_opus = is_opus + +
+[docs] + def is_opus(self): + return self._is_opus
+ + +
+[docs] + def cleanup(self): + if self._iterator is None: + return + try: + close = self._iterator.close + except AttributeError: + pass + else: + try: + close() + except BaseException: + pass + finally: + self._iterator = None
+ + +
+[docs] + def read(self): + try: + return next(self._iterator) + except StopIteration: + return b""
+
+ + +
+[docs] +def wrap_discord_source(iterator, *, is_opus=False): + """Wraps an iterator of bytes into an audio source + + If is_opus is False (the default), the iterator must yield 20ms of signed + 16-bit little endian stereo 48kHz audio each iteration. If is_opus is True, + the iterator should yield 20ms of Opus encoded audio each iteration. + + Example: + :: + + # source implements discord.AudioSource + source = wrap_discord_source(chunked(cut(1, sine(440)))) + ctx.voice_client.play(source, after=lambda _: print("finished")) + + """ + if not has_discord: + raise RuntimeError("discord.py needed to make discord.AudioSources") + return DiscordIteratorSource(iterator, is_opus=is_opus)
+ + +
+[docs] +def chunked(sound): + """Converts a stream of floats or two-tuples of floats in [-1, 1) to bytes + + This is hardcoded to return 20ms chunks of signed 16-bit little endian + stereo 48kHz audio. + + If the sound yield float instead of two-tuples, it will have both sides + play the same point. + + If the sound doesn't complete on a chunk border, null bytes will be added + until it reaches the required length, which should be 3840 bytes. + + Note that floats not in the range [-1, 1) will be silently truncated to + fall inside the range. For example, 1.5 will be processed as 1 and -1.5 + will be processed as -1. + + """ + volume = 1 << (16-1) # 16-bit signed + high, low = volume-1, -volume # allowed range + rate = 48000 # 48kHz + chunks_per_second = 1000//20 # 20ms + points_per_chunk = rate//chunks_per_second + size = points_per_chunk * 2 * 2 # 16-bit stereo + int_to_bytes = int.to_bytes # speedup by removing a getattr + current = bytearray() + # Convert to numpy iterator if possible - the performance gain is HUGE. If + # for some reason you require it to use floats (testing maybe), wrap the + # argument with _ensure_sound. + if has_numpy and hasattr(sound, "_as_numpy_iterator"): + sound = sound._as_numpy_iterator() + for point in sound: + if type(point) is tuple: + left, right = point + else: + left = right = point + if has_numpy and type(left) is numpy.ndarray: + assert left.ndim == 1 + assert right.ndim == 1 + left = numpy.clip(volume * left, low, high) + right = numpy.clip(volume * right, low, high) + current += numpy.column_stack([left, right]).astype("<h").tobytes() + while len(current) >= size: + yield bytes(current[:size]) + del current[:size] + continue + left = max(low, min(high, int(volume * left))) + right = max(low, min(high, int(volume * right))) + current += int_to_bytes(left, 2, "little", signed=True) + current += int_to_bytes(right, 2, "little", signed=True) + if len(current) >= size: + yield bytes(current) + current.clear() + if current: + while not len(current) >= size: + current += b"\x00\x00\x00\x00" + yield bytes(current)
+ + +
+[docs] +def unwrap_discord_source(source): + """Converts an audio source into a stream of bytes + + This basically does the opposite of wrap_discord_source. See that + function's documentation for more info. + + """ + try: + while True: + chunk = source.read() + if not chunk: + break + yield chunk + finally: + try: + cleanup = source.cleanup + except AttributeError: + pass + else: + cleanup()
+ + +@_convertible +
+[docs] +def unchunked(chunks): + """Converts a stream of bytes to two-tuples of floats in [-1, 1) + + This basically does the opposite of chunked. See that function's + documentation for more info. + + """ + volume = 1 << (16-1) # 16-bit signed + with _closeiter(chunks): + for chunk in chunks: + chunk = memoryview(chunk).cast("B") + # Not sure how to use extra bytes so they're ignored for now + chunk = chunk[:len(chunk) // 4 * 4] + for left, right in struct.iter_unpack("<2h", chunk): + yield left/volume, right/volume
+ + +@unchunked._as_numpy +def _numpy_unchunked(chunks): + volume = 1 << (16-1) # 16-bit signed + with _closeiter(chunks): + buffer = numpy.zeros([len(next(_to_numpy(silence()))), 2]) + index = 0 + for chunk in chunks: + chunk = memoryview(chunk).cast("B") + # Not sure how to use extra bytes so they're ignored for now + chunk = chunk[:len(chunk) - len(chunk) % 4] + array = numpy.frombuffer(chunk, dtype="<2h").astype("float") + array /= volume + if index == 0 and len(array) == len(buffer): + yield tuple(array.T) + else: + while True: + size = min(index + len(array), len(buffer)) - index + buffer[index:index + size] = array[:size] + index += size + if index < len(buffer): + break + yield tuple(buffer.T.copy()) + array = array[size:] + index = 0 + yield tuple(array[:index].T) + +# - Utility for note names and the like + +
+[docs] +def make_frequencies_dict(*, a4=A4_FREQUENCY, offset=0): + """Makes a dictionary containing frequencies for each note + + - a4 is the frequency for the A above middle C + - offset is the number of semitones to offset each note by + + """ + frequencies = {} + for i in range(0, 8): + for j in range(12): + k = i*12 + j + offset + frequency = a4 * 2**((k - A4_INDEX)/12) + frequencies[k] = frequency + return frequencies
+ + +
+[docs] +def make_indices_dict(names=NOTE_NAMES, *, a4=57, offset=0): + """Makes a dictionary containing note indices of common note names + + - a4 is the note index for the A above middle C + - names is a list of note names + - offset is the number of semitones to offset each note by + + """ + indices = {} + for i in range(0, 8): + for j, note in enumerate(names): + k = i*len(names) + j + offset + (a4 - A4_INDEX) + indices[f"{note}{i}"] = k + if i == 4: + indices[note] = k + return indices
+ + + +# - Utilities for converting music to notes to sounds + +
+[docs] +def music_to_notes(music, *, line_length=1): + """Converts music into notes (two tuples of note name and length) + + This function returns a list of two-tuples of a string/None and a float. + The first item is the note name (or a break if it is a None). The second + item is its length. + + Note that there is a break between notes by default. + + A music string is first divided into lines with one line being the + specified length, defaulting to 1. Each line is then split by whitespace + into parts with the length divided evenly between them. Each part is then + split by commas "," into notes with the length again divided evenly between + them. + + Empty lines or lines starting with a hash "#" are skipped. + + Note names can be almost anything. A note name of a dash "-" continues the + previous note without a break between them. A suffix of a tilde "~" removes + the break after the note, whereas an exclamation point "!" adds one. + + """ + # Process lines + processed = [] + for line in music.splitlines(): + # Skip empty lines and comments + line = line.strip() + if line == "": + continue + if line.startswith("#"): + continue + + # Split into notes + parts = line.split() + for part in parts: + part_length = line_length / len(parts) + notes = part.split(",") + for note in notes: + note_length = part_length / len(notes) + + # Get flags and add to notes list + flags = "" + if note.endswith("~"): + note = note[:-1] + flags += "~" + elif note.endswith("!"): + note = note[:-1] + flags += "!" + processed.append((note, flags, note_length)) + + # Generate notes + notes = [] + last_note = "." + for i, (note, flags, note_length) in enumerate(processed): + has_silence = True + + # Check flags for silence + if i+1 < len(processed) and processed[i+1][0] == "-": + has_silence = False + if "~" in flags: + has_silence = False + if "!" in flags: + has_silence = True + + # Get last note if current is a "-" + if note == "-": + note = last_note + + # Get length of silence + silent_length = 0 + if has_silence: + silent_length = min(0.1, 0.25*note_length) + note_length -= silent_length + if note == ".": + silent_length += note_length + note_length = 0 + + # Get / update note lengths + if note_length > 0: + if len(notes) > 0 and notes[-1][0] == note: + notes[-1] = (note, notes[-1][1] + note_length) + else: + notes.append((note, note_length)) + if silent_length > 0: + notes.append((None, silent_length)) + + last_note = note + return notes
+ + +
+[docs] +def split_music(music): + r"""Splits music into individual sequences + + Lines starting with a slash "/" will be added to a new sequence. All other + lines (including blanks and comments) will be part of the main sequence. + + >>> assert split_music("1\n1") == ["1\n1"] + >>> assert split_music("1\n/2\n1") == ["1\n1", "2"] + >>> assert split_music("1\n/2\n/3\n1\n/2") == ["1\n1", "2\n2", "3"] + + """ + sequences = [[]] + sequence_number = 0 + for line in music.splitlines(): + if line.strip().startswith("/"): + sequence_number += 1 + _, _, line = line.partition("/") + else: + sequence_number = 0 + while not len(sequences) > sequence_number: + sequences.append([]) + sequences[sequence_number].append(line) + for i, sequence in enumerate(sequences): + sequences[i] = "\n".join(sequence) + return sequences
+ + +@_convertible +
+[docs] +def notes_to_sine(notes, frequencies, *, line_length=1): + """Converts notes into sine waves + + - notes is an iterator of two-tuples of note names/None and lengths + - frequencies is a dict to look up the frequency for each note name + - line_length is how much to scale the note by + + """ + for note, length in notes: + length *= line_length + if note is not None: + yield from cut(length, sine(freq=frequencies[note])) + else: + yield from cut(length, silence())
+ + +@notes_to_sine._as_numpy +def _numpy_notes_to_sine(notes, frequencies, *, line_length=1): + buffer = next(_to_numpy(silence())) + index = 0 + for note, length in notes: + length *= line_length + if note is not None: + sound = cut(length, sine(freq=frequencies[note])) + else: + sound = cut(length, silence()) + sound = _to_numpy(sound) + for array in sound: + size = min(index + len(array), len(buffer)) - index + buffer[index:index + size] = array[:size] + index += size + if index == len(buffer): + yield buffer.copy() + buffer[:len(array) - size] = array[size:] + index = len(array) - size + yield buffer[:index] + +@_convertible +
+[docs] +def _notes_to_sound(notes, func): + """Converts notes to a sound using the provided func + + The provided func is called with the note to get its sound. When there are + no more notes to add nor sounds to play, this stops. + + :meta public: + + """ + start = 0 + notes = iter(notes) + note, length = (None, 0) + # Play until there are no more notes nor sounds + with contextlib.closing(_IteratorPool()) as pool: + for x in passed(None): + # Add notes that should start by now + while start <= x: + if note is not None: + iterable = func(note, length) + pool.add(iterable) + start += length + note, length = next(notes, (None, 9e999)) # 9e999 == inf + # Check for end of music + nums = pool.step() + if length == 9e999 and not pool: + return + # Add component sounds up and yield it + yield sum(nums)
+ +_layer = _notes_to_sound #: :meta private: # Old name + +@_notes_to_sound._as_numpy +def _numpy__notes_to_sound(notes, func): + start = 0 + notes = iter(notes) + note, length = (None, 0) + # Play until there are no more notes nor sounds + with contextlib.closing(_IteratorPool()) as pool: + for array in _to_numpy(passed(None)): + # Add notes that should start by now + while start <= array[-1]: + if note is not None: + iterable = func(note, length) + if start > array[0]: + iterable = delay(start - array[0], iterable) + pool.add(_to_numpy(iterable)) + start += length + note, length = next(notes, (None, 9e999)) # 9e999 == inf + # Check for end of music + nums = pool.step() + sound_lengths = list(map(len, nums)) + if length == 9e999 and max(sound_lengths, default=0) != len(array): + array.fill(0.0) + for sound_length, sound in zip(sound_lengths, nums): + array[:sound_length] += sound + yield array[:max(sound_lengths, default=0)] + return + # Add component sounds up and yield it + array.fill(0.0) + for sound_length, sound in zip(sound_lengths, nums): + array[:sound_length] += sound + yield array + + +# - Experimental class for using multiple iterators in lockstep + +class _IteratorPool: + """Pool of iterators to be iterated in lockstep + + This is similar to the built-in function zip but with some notable + differences. Firstly, this class never stops iterating. It will return an + empty list when there are no iterators. Secondly, having iterators of + different lengths simply means the length of values will shrink as you go. + Thirdly, you can add more iterators during iteration. + + Example: + >>> pool = _IteratorPool() + >>> pool.add("aa") + >>> pool.add("bbbbb") + >>> pool.step() + ['a', 'b'] + >>> pool.step() + ['a', 'b'] + >>> pool.step() + ['b'] + >>> pool.add("c") + >>> pool.step() + ['b', 'c'] + >>> pool.step() + ['b'] + >>> pool.step() + [] + + """ + def __init__(self): + """Creates an iterator pool""" + self.iterators = {} + self._next_key = 0 + self.closed = False + + def __len__(self): + return len(self.iterators) + + def __repr__(self): + closed = " closed" if self.closed else "" + return f"<{type(self).__name__} len={len(self)}{closed}>" + + def step(self): + """Returns a list of values from all iterators in the pool""" + if self.closed: + return [] + values = [] # List of values from the iterators + remove = [] # Keys to remove after iteration + for key, iterator in self.iterators.items(): + try: + value = next(iterator) + except StopIteration: + remove.append(key) + else: + values.append(value) + if remove: + for key in remove: + del self.iterators[key] + return values + + def add(self, iterable): + """Adds the iterable to the pool""" + if self.closed: + raise RuntimeError("cannot add iterable to closed pool") + iterator = iter(iterable) + self.iterators[self._next_key] = iterator + self._next_key += 1 + + def close(self): + """Closes all iterators in the pool""" + if self.closed: + return + self.closed = True + for iterator in self.iterators: + if hasattr(iterator, "close"): + iterator.close() + + +# - Experimental class to aid in scheduling stuff + +class _HeapQueue: + """Heap of key-value pairs + + This is a small wrapper class over the heapq module specialized for + schedulers. + + Example: + >>> queue = _HeapQueue() + >>> queue.push(1, "a") + >>> queue.push(2, "b") + >>> queue.push(3, "c") + >>> queue.first + (1, 'a') + >>> queue.pop() + (1, 'a') + >>> queue.push(5, "d") + >>> queue.popleq(3) + [(2, 'b'), (3, 'c')] + >>> len(queue) + 1 + + """ + def __init__(self): + """Creates a heap queue""" + self.heap = [] + self._next_index = 0 + + def __len__(self): + return len(self.heap) + + def __repr__(self): + return f"<{type(self).__name__} len={len(self)}>" + + def push(self, key, value): + """Adds the key-value pair into the heap""" + index = self._next_index + heapq.heappush(self.heap, (key, index, value)) + self._next_index += 1 + + @property + def first(self): + """Returns the key-value pair with the lowest key or raises ValueError + + If two pairs have the same key, the one pushed earlier will be + returned. + + """ + if not self: + raise ValueError("queue is empty") + key, index, value = self.heap[0] + return key, value + + def pop(self): + """Pops and returns the first pair or raises ValueError + + See .first for more info. + + """ + if not self: + raise ValueError("queue is empty") + key, index, value = heapq.heappop(self.heap) + return key, value + + def popleq(self, key): + """Pops and returns a list of pairs less than or equal to key""" + pairs = [] + while self and self.first[0] <= key: + pairs.append(self.pop()) + return pairs + + +# - Utilities wrapping sounddevice + +
+[docs] +def play_output_chunks(chunks: Iterable[bytes], **kwargs: Any): + """Plays chunks to the default audio output device + + This is hardcoded to take PCM 16-bit 48kHz stereo audio, preferably in 20ms + blocks. + + Keyword arguments are passed to sounddevice.RawOutputStream. + + Note that the sounddevice library is required for this function. + + """ + if not has_sounddevice: + raise RuntimeError("sounddevice needed to play chunks") + SAMPLE_RATE = 48000 + SECONDS_PER_CHUNK = 1000 // 20 + FRAMES_PER_CHUNK = SAMPLE_RATE // SECONDS_PER_CHUNK + with sounddevice.RawOutputStream( + samplerate=SAMPLE_RATE, + blocksize=FRAMES_PER_CHUNK, + channels=2, + dtype="int16", + **kwargs, + ) as stream: + # Using the specified blocksize is better for performance + buffer_len = FRAMES_PER_CHUNK * stream.samplesize * stream.channels + for chunk in equal_chunk_stream(chunks, buffer_len): + stream.write(chunk)
+ + +
+[docs] +def create_input_chunks(**kwargs): + """Returns chunks from the default audio input device + + This is hardcoded to yield 20ms blocks of PCM 16-bit 48kHz stereo audio. + + Keyword arguments are passed to sounddevice.RawInputStream. + + Note that the sounddevice library is required for this function. + + """ + if not has_sounddevice: + raise RuntimeError("sounddevice needed to record chunks") + SAMPLE_RATE = 48000 + SECONDS_PER_CHUNK = 1000 // 20 + FRAMES_PER_CHUNK = SAMPLE_RATE // SECONDS_PER_CHUNK + FRAMES_PER_CHUNK = kwargs.pop("blocksize", FRAMES_PER_CHUNK) + with sounddevice.RawInputStream( + samplerate=SAMPLE_RATE, + blocksize=FRAMES_PER_CHUNK, + channels=kwargs.pop("channels", 2), + dtype="int16", + **kwargs, + ) as stream: + while True: + data, overflowed = stream.read(FRAMES_PER_CHUNK) + yield data
+ + + +# - Miscellaneous sound utilities + +def _dft(points, frequency): + n = len(points) + factor = -2 * cmath.pi * frequency / n + rect_ = cmath.rect + return sum( + rect_(a, factor * i) + for i, a in enumerate(points) + ) / n + +def _fft_inplace(points, invert=True): + """Computes the Fast Fourier Transform in-place + + The length of points must be a power of two. Pass False to invert to + calculate the inverse. + + """ + # Resources: + # https://cp-algorithms.web.app/algebra/fft.html + # https://jakevdp.github.io/blog/2013/08/28/understanding-the-fft/ + # https://www.youtube.com/watch?v=r6sGWTCMz2k + n = len(points) + # Ensure the array is a power of 2 so we can achieve O(n log n) performance + if n == 0 or 2 ** (n.bit_length() - 1) != n: + raise ValueError("list length must be a power of 2") + # Faster lookup + range_ = range + rect_ = cmath.rect + # Bit reversal permutation + half_n = n // 2 + j = 0 + for i in range_(1, n): + mask = half_n + while j & mask: + j ^= mask + mask //= 2 + j ^= mask + if i < j: + points[i], points[j] = points[j], points[i] + # Iterative Fast Fourier Transform + direction = -cmath.pi if invert else cmath.pi + size = 1 + while size < n: + wlen = rect_(1, direction / size) + for i in range_(0, n, size * 2): + w = 1 + 0j + for j in range_(i, i + size): + u = points[j] + v = points[j + size] * w + points[j] = u + v + points[j + size] = u - v + w *= wlen + size *= 2 + if invert: + for i, a in enumerate(points): + points[i] = a / n + + +# - Meta utilities + +
+[docs] +def reload(): + """Reloads this module. Helper function""" + import importlib + name = __name__.partition(".")[0] + importlib.reload(importlib.import_module(name))
+ + + +# - Built-in music + +
+[docs] +MUSIC_DIGITIZED = ''' +# names="do di re ri mi fa fi so si la li ti".split() +# offset=1 +# line_length=1.15 + +. mi mi mi +fa do . do +. so mi do +re mi,re - mi + +la3 mi mi mi +fa do . do +. so mi do +re mi,re - mi + +do mi mi mi +fa do . do +. so mi do +re mi,re - mi + +la3 la3 la3 fa3 +fa3 fa3 fa3 fa3 +do do do so3 +so3 so3 si3 si3 + +la3 la3 la3 fa3 +fa3 fa3 fa3 fa3 +do do do so3 +la3,do,mi,so la,do5,mi5,so5 la5 . + +do so mi do +re re,mi so mi +do so mi do +re re,mi so re + +do so mi do +re re,mi so mi +do so mi do +re re,mi so re + +- do . la3 +. la3 do re +so3 do mi do +re do,re - do + +- do . la3 +. la3 do re +so3 do mi do +re do,re - do + +do la3 - so3 +do re,mi - re +. . do so3 +re mi re do + +. . do so3 +fa mi,re - do +- so3 re do +mi so re do + +la3 mi mi mi +fa do . do +. so mi do +re mi,re - mi + +do mi mi mi +fa do . do +. so mi do +re mi,re - mi + +la3 la3 la3 fa3 +fa3 fa3 fa3 fa3 +do do do so3 +so3 so3 si3 si3 + +la3 la3 la3 fa3 +fa3 fa3 fa3 fa3 +do do do so3 +la3,do,mi,so la,do5,mi5,so5 la5 . + +do so mi do +re re,mi so mi +do so mi do +re re,mi so re + +do so mi do +re re,mi so mi +do so mi do +re re,mi so re + +- do . la3 +. la3 do re +so3 do mi do +re do,re - do + +- do . la3 +. la3 do re +so3 do mi do +re do,re - - + +do +'''
+ + +
+[docs] +MUSIC_MEGALOVANIA = ''' +# names="do di re ri mi fa fi so si la li ti".split() +# offset=6 +# line_length=2.2 + +la3 la3 la - mi - - ri - re - do - la3 do re +so3 so3 la - mi - - ri - re - do - la3 do re +fi3 fi3 la - mi - - ri - re - do - la3 do re +fa3 fa3 la - mi - - ri - re - do - la3 do re + +la3 la3 la - mi - - ri - re - do - la3 do re +so3 so3 la - mi - - ri - re - do - la3 do re +fi3 fi3 la - mi - - ri - re - do - la3 do re +fa3 fa3 la - mi - - ri - re - do - la3 do re + +do - do do - do - do - la3 - la3 - - - - +do - do do - re - ri - re do la3 do re - - +do - do do - re - ri - mi - so - mi - - +la - la - la mi la so - - - - - - - - + +mi - mi mi - mi - mi - re - re - - - - +mi - mi mi - mi - re - mi - so - mi re - +la do mi do so do mi do re do re mi so mi re do +la3 - ti3 - do la3 do so - - - - - - - - + +la3 - - - - - - - do la3 do re ri re do la3 +do la3 do - re - - - - - - - - - re mi +la - re mi re do ti3 la3 do - re - mi - so - +la - la - la mi la so - - - - - - - - + +do - re - mi - do5 - ti - - - si - - - +ti - - - do5 - - - re5 - - - ti - - - +mi5 - - - - - - - mi5 ti so re do ti3 la3 si3 +so3 - - - - - - - si3 - - - - - - - + +mi3 - - - - - - - - - - - do - - - +ti3 - - - - - - - si3 - - - - - - - +la3 +- +'''
+ + +# Use split_music to separate top and bottom parts +
+[docs] +MUSIC_DIGITIZED_DUAL = ''' + # names="do di re ri mi fa fi so si la li ti".split() + # line_length=4.36 + # offset=13 +/ # offset=1 + + . mi mi mi fa do . do . so mi do re mi,re - mi +/ . + + la3 mi mi mi fa do . do . so mi do re mi,re - mi +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do mi mi mi fa do . do . so mi do re mi,re - mi +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do mi mi mi fa do . do . so mi do re mi,re - mi +/ la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 + + do mi mi mi fa do . do . so mi do . . . . +/ la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3,do,mi,so la,do5,mi5,so5 la5 . + + do so mi do re re,mi so mi do so mi do re re,mi so re +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do so mi do re re,mi so mi do so mi do re re,mi so re +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + - do . la3 . la3 do re so3 do mi do re do,re - do +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + - do . la3 . la3 do re so3 do mi do re do,re - do +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do la3 - so3 do re,mi - re . . do so3 re mi re do +/ . + + . . do so3 fa mi,re - do - so3 re do mi so re do +/ . + + la3 mi mi mi fa do . do . so mi do re mi,re - mi +/ la3 . la3 . fa3 . fa3 . do . do . so3 . so3 . + + do mi mi mi fa do . do . so mi do re mi,re - mi +/ la3 . la3 . fa3 . fa3 . do . do . so3 . so3 . + + do mi mi mi fa do . do . so mi do re mi,re - mi +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do mi mi mi fa do . do . so mi do . . . . +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 la3,do,mi,so la,do5,mi5,so5 la5 . + + do so mi do re re,mi so mi do so mi do re re,mi so re +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do so mi do re re,mi so mi do so mi do re re,mi so re +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + - do . la3 . la3 do re so3 do mi do re do,re - do +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + - do . la3 . la3 do re so3 do mi do re do,re - - +/ la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do . . . +/ la3 . . . +''' # noqa: E501
+ +
+
+
+ +
+ +
+
+ + + + + \ No newline at end of file diff --git a/_sources/api/index.rst.txt b/_sources/api/index.rst.txt new file mode 100644 index 0000000..982e5eb --- /dev/null +++ b/_sources/api/index.rst.txt @@ -0,0 +1,12 @@ + + +API Reference +============= + +Auto-generated documentation from the code. + +.. toctree:: + :titlesonly: + :maxdepth: 1 + + soundit diff --git a/_sources/api/soundit/index.rst.txt b/_sources/api/soundit/index.rst.txt new file mode 100644 index 0000000..88907dd --- /dev/null +++ b/_sources/api/soundit/index.rst.txt @@ -0,0 +1,1029 @@ + + +:py:mod:`soundit` +================= + +.. py:module:: soundit + +.. autoapi-nested-parse:: + + Make audio + + This module uses iterators to represent audio streams. These iterators return + float values between [-1.0, 1.0) and can be chained, averaged, and precomputed + to your heart's content to create music. We call these iterators "sounds". + + Note that all sounds are in 48kHz. + + There is also a kinda sus music parser which can aid in creating longer music. + More info on that can be found in the `music_to_notes`'s docstring. + + Sound generators: + `sine` + `square` + `sawtooth` + `triangle` + `silence` + `piano` (requires `init_piano` to be called) + + Sound creation utilities: + `passed` + + Sound effects: + `fade` + `volume` + `cut` + `pad` + `exact` + `delay` + + Frequency utilities: + `make_frequencies_dict` + `make_indices_dict` + + Music functions: + `split_music` + `music_to_notes` + `notes_to_sine` + `_notes_to_sound` (unfinalized API) + + Audio source utilities: + `chunked` + `unchunked` + + We also provide some utility functions with other tools such as converting + chunks into discord.py AudioSources or decompressing audio on the fly with + FFmpeg. These only work when their required library is installed. + + discord.py utilities: + `wrap_discord_source` + `unwrap_discord_source` + `play_discord_source` + + FFmpeg utilities: + `file_chunks` + `make_ffmpeg_section_args` + `create_ffmpeg_process` + `chunked_ffmpeg_process` + + sounddevice utilities: + `play_output_chunks` + `create_input_chunks` + + There is also some built-in music that are prefixed with \MUSIC_, such as + MUSIC_DIGITIZED, provided for testing purposes. + + + +Classes +------- + +.. autoapisummary:: + :nosignatures: + + soundit.LRUCache + soundit.LRUIterableCache + soundit.DiscordIteratorSource + + + +Functions +--------- + +.. autoapisummary:: + :nosignatures: + + soundit.silence + soundit.sine + soundit.square + soundit.sawtooth + soundit.triangle + soundit.init_piano + soundit.piano + soundit.file_chunks + soundit.lru_iter_cache + soundit.create_ffmpeg_process + soundit.chunked_ffmpeg_process + soundit.make_ffmpeg_section_args + soundit.loop_stream + soundit.equal_chunk_stream + soundit.passed + soundit.fade + soundit.both + soundit.single + soundit.volume + soundit.cut + soundit.pad + soundit._cut_cross + soundit.exact + soundit.delay + soundit._resample_linear + soundit.play_discord_source + soundit.wrap_discord_source + soundit.chunked + soundit.unwrap_discord_source + soundit.unchunked + soundit.make_frequencies_dict + soundit.make_indices_dict + soundit.music_to_notes + soundit.split_music + soundit.notes_to_sine + soundit._notes_to_sound + soundit.play_output_chunks + soundit.create_input_chunks + soundit.reload + + + +Attributes +---------- + +.. autoapisummary:: + + soundit.has_discord + soundit.has_sounddevice + soundit.has_av + soundit.has_numpy + soundit.RATE + soundit.A4_FREQUENCY + soundit.A4_INDEX + soundit.NOTE_NAMES + soundit.piano_data + soundit.MUSIC_DIGITIZED + soundit.MUSIC_MEGALOVANIA + soundit.MUSIC_DIGITIZED_DUAL + + + +Documentation +------------- + + +.. py:data:: has_discord + :value: False + + + + + +.. py:data:: has_sounddevice + :value: False + + + + + +.. py:data:: has_av + :value: False + + + + + +.. py:data:: has_numpy + :value: False + + + + + +.. py:data:: RATE + :value: 48000 + + + + + +.. py:data:: A4_FREQUENCY + :value: 440 + + + + + +.. py:data:: A4_INDEX + :value: 57 + + + + + +.. py:data:: NOTE_NAMES + + + + +.. py:function:: silence() + + Returns silence + + +.. py:function:: sine(freq=A4_FREQUENCY) + + Returns a sine wave at freq + + +.. py:function:: square(freq=A4_FREQUENCY) + + Returns a square wave at freq + + +.. py:function:: sawtooth(freq=A4_FREQUENCY) + + Returns a sawtooth wave at freq + + +.. py:function:: triangle(freq=A4_FREQUENCY) + + Returns a triangle wave at freq + + + + +.. py:data:: piano_data + + + + +.. py:function:: init_piano() + + Loads the piano sound for use + + The raw file 0.raw was generated from Online Sequencer's Electric Piano + instrument (from https://onlinesequencer.net/app/instruments/0.ogg?v=12) + and FFmpeg was then used to convert it into a raw mono 48kHz signed 16-bit + little endian file (using ffmpeg -i 0.ogg -f s16le -acodec pcm_s16le -ac 1 + -ar 48000 0.raw). + + + +.. py:function:: piano(index=A4_INDEX) + + Returns a piano sound at index + + +.. py:function:: file_chunks(filename: str, start: float = 0) + + Returns a sound from an audio file using FFmpeg + + :param filename: path to the audio file + :param start: seconds into the audio to start at + + :returns: stream of two-tuples of floats decoded from the audio file + + +.. py:class:: LRUCache(*, maxsize: Optional[int] = 128) + + + An LRU cache + + :param maxsize: the maximum size of the cache (None means unbounded) + + + + .. py:attribute:: maxsize + + + The maximum size of the cache + + 0 means that the cache will remain empty. Specifying None means the + cache will grow without bound. + + Note that changes to maxsize won't take effect until the next `get()` + call with a key not in the cache. It is not recommended, but you can + call ``._ensure_size()`` to force it to resize the cache. + + + + .. py:attribute:: hits + :value: 0 + + The number of cache hits + + + + .. py:attribute:: misses + :value: 0 + + The number of cache misses + + + + .. py:attribute:: results + :type: dict + + + The dictionary between keys and values + + Checking and modifying the cache manually isn't recommended. + + .. py:method:: get(key, value_func) + + Return the value for this key, calling value_func if needed + + :param key: unique key for a value + :param value_func: a zero-arg function returning a value for this key + + + .. py:method:: clear() + + Clears the cache and the hits / misses counters + + + +.. py:class:: LRUIterableCache(*, maxsize: Optional[int] = 128) + + + Bases: :py:obj:`LRUCache` + + An LRU cache for iterables + + This class internally stores `itertools.tee` objects wrapped around the + original values and returns a copy of the tees in the cache. + + We use tee objects for a few reasons: + + - They can be iterated at different speeds. + - They are iterators (lazily evaluated). + - They can be copied (major orz for this one). + - They are fast (implemented in C). + + See `LRUCache` for more info on caching. See `itertools.tee` for more info on + tee objects. + + + .. py:method:: get(key, iterable_func) + + Return the iterator for this key, calling iterable_func if needed + + If a matching tee is cached, return a copy. If no tee is found, create + a new one using the iterable_func and make a copy of it. + + + + +.. py:function:: lru_iter_cache(func=None, *, maxsize: Optional[int] = 128, cache: Optional[LRUIterableCache] = None) + + Decorator to wrap a function returning iterables + + :param maxsize: the maximum size of the cache (None means unbounded) + :param cache: the cache to use + + See `LRUIterableCache` for more info. + + + +.. py:function:: create_ffmpeg_process(*args, executable='ffmpeg', pipe_stdin=False, pipe_stdout=True, pipe_stderr=False, **kwargs) + + Creates a process that run FFmpeg with the given arguments + + This assumes that ``ffmpeg.exe`` is on your PATH environment variable. If not, + you can specify its location using the executable argument. + + For the ``pipe_*`` arguments, if it is True, `subprocess.PIPE` will be passed to + `subprocess.Popen`'s constructor. Otherwise, None will be passed. + + All other keyword arguments are passed directly to `subprocess.Popen`. + + + +.. py:function:: chunked_ffmpeg_process(process: Popen, *, close: Optional[bool] = True) -> Iterator[bytes] + + Returns an iterator of chunks from the given process + + :param process: the subprocess to stream stdout from + :param close: whether to terminate the process when finished + + This function is hardcoded to take PCM 16-bit stereo audio, same as the + chunked function. See that function for more info. + + + +.. py:function:: make_ffmpeg_section_args(filename, start, length, *, before_options=(), options=()) + + Returns a list of arguments to FFmpeg + + It will take the required amount of audio starting from the specified start + time and convert them into PCM 16-bit stereo audio to be piped to stdout. + + The before_options argument will be passed after ``-ss`` and before ``-i``, + and the options argument will be passed after ``-t`` and before ``pipe:1``. + + If length is None, the audio will play to the end of the file. + + The returned args are of this form:: + + -ss {start} + -t {length} + {before_options} + -i {filename} + -f s16le + -ar 48000 + -ac 2 + -loglevel warning + -nostdin + {options} + pipe:1 + + + +.. py:function:: loop_stream(data_iterable: Iterable[bytes], *, copy: Optional[bool] = True, when_empty: Optional[Literal['ignore', 'error']] = 'error') -> Iterator[bytes] + + Consumes a stream of buffers and loops them forever + + :param data_iterable: the iterable of buffers + :param copy: whether or not to copy the buffers + :param when_empty: what to do when data is empty (ignore or error) + + :returns: stream of buffers + + The buffers are reused upon looping. If the buffers are known to be unused + after being yielded, you can set copy to False to save some time copying. + + When sum(len(b) for b in buffers) == 0, a RuntimeError will be raised. + Otherwise, this function can end up in an infinite loop, or it can cause + other functions to never yield (such as equal_chunk_stream). This behaviour + is almost never useful, though if necessary, pass when_empty="ignore" to + suppress the error. + + .. admonition:: Example + + >>> from itertools import islice + >>> parts = [b"abc", b"def", b"ghi"] + >>> looped = list(islice(loop_stream(parts), 9)) + >>> looped[::3] + [b'abc', b'abc', b'abc'] + >>> looped[1::3] + [b'def', b'def', b'def'] + >>> looped[2::3] + [b'ghi', b'ghi', b'ghi'] + + +.. py:function:: equal_chunk_stream(data_iterable: Iterable[bytes], buffer_len: int, *, copy: Optional[bool] = True) -> Iterator[bytes] + + Normalizes a stream of buffers into ones of length buffer_len + + :param data_iterable: the iterable of buffers + :param buffer_len: the size to normalize buffers to + :param copy: return copies of the internal buffer. If ``False``, the yielded + buffer may be reused to reduce object creation and collection. + + :returns: stream of buffers with len(buffer) == buffer_len except the last one + + The last buffer yielded is always smaller than buffer_len. Other code can + fill it with zeros, drop it, or execute clean up code. + + .. admonition:: Example + + >>> list(equal_chunk_stream([b"abcd", b"efghi"], 3)) + [b'abc', b'def', b'ghi', b''] + >>> list(equal_chunk_stream([b"abcd", b"efghijk"], 3)) + [b'abc', b'def', b'ghi', b'jk'] + >>> list(equal_chunk_stream([b"a", b"b", b"c", b"d"], 3)) + [b'abc', b'd'] + >>> list(equal_chunk_stream([], 3)) + [b''] + >>> list(equal_chunk_stream([b"", b""], 3)) + [b''] + >>> list(equal_chunk_stream([b"", b"", b"a", b""], 3)) + [b'a'] + + +.. py:function:: passed(seconds=1) + + Returns a sound lasting the specified time yielding the seconds passed + + This abstracts away the use of RATE to calculate the number of points. + + If seconds is None, the returned sound will be unbounded. + + .. admonition:: Example + + >>> x = list(passed(0.25)) + >>> x[0] * RATE + 0.0 + >>> x[1] * RATE + 1.0 + >>> len(x) / RATE + 0.25 + + +.. py:function:: fade(iterator, *, fadein=0.005, fadeout=0.005) + + Fades in and out of the sound + + If the sound is less than fadein + fadeout seconds, the time between fading + in and fading out is split proportionally. + + + +.. py:function:: both(iterator) + + Deprecated. sound.chunked accepts floats + + +.. py:function:: single(iterator) + + Merge stereo sounds into mono + + +.. py:function:: volume(factor, sound) + + Multiplies each point by the specified factor + + +.. py:function:: cut(seconds, sound) + + Ends the sound after the specified time + + +.. py:function:: pad(seconds, sound) + + Pads the sound with silence if shorter than the specified time + + +.. py:function:: _cut_cross(seconds: float, sound) + + End sound at the first sign flip after the specified time + + + .. // :meta public: + + + + +.. py:function:: exact(seconds, sound) + + Cuts or pads the sound to make it exactly the specified time + + +.. py:function:: delay(seconds: float, sound) + + Add silence before the sound + + +.. py:function:: _resample_linear(factor: float, sound) + + Resample the sound using linear interpolation + + The returned sound will be shorter/longer by 1 over the specified factor. + Resampling a sound created by ``cut(1, sine(440))`` would give a sound + similar to one created by ``cut(1/factor, 440*factor)``. + + + .. // :meta public: + + + + +.. py:function:: play_discord_source(voice_client, source) + :async: + + Plays and waits until the source finishes playing + + +.. py:class:: DiscordIteratorSource(iterator, *, is_opus=False) + + + Bases: :py:obj:`discord.AudioSource` + + Internal subclass of discord.py's AudioSource for iterators + + See wrap_discord_source for more info. + + + .. py:method:: is_opus() + + + .. py:method:: cleanup() + + + .. py:method:: read() + + + +.. py:function:: wrap_discord_source(iterator, *, is_opus=False) + + Wraps an iterator of bytes into an audio source + + If is_opus is False (the default), the iterator must yield 20ms of signed + 16-bit little endian stereo 48kHz audio each iteration. If is_opus is True, + the iterator should yield 20ms of Opus encoded audio each iteration. + + .. admonition:: Example + + :: + + # source implements discord.AudioSource + source = wrap_discord_source(chunked(cut(1, sine(440)))) + ctx.voice_client.play(source, after=lambda _: print("finished")) + + +.. py:function:: chunked(sound) + + Converts a stream of floats or two-tuples of floats in [-1, 1) to bytes + + This is hardcoded to return 20ms chunks of signed 16-bit little endian + stereo 48kHz audio. + + If the sound yield float instead of two-tuples, it will have both sides + play the same point. + + If the sound doesn't complete on a chunk border, null bytes will be added + until it reaches the required length, which should be 3840 bytes. + + Note that floats not in the range [-1, 1) will be silently truncated to + fall inside the range. For example, 1.5 will be processed as 1 and -1.5 + will be processed as -1. + + + +.. py:function:: unwrap_discord_source(source) + + Converts an audio source into a stream of bytes + + This basically does the opposite of wrap_discord_source. See that + function's documentation for more info. + + + +.. py:function:: unchunked(chunks) + + Converts a stream of bytes to two-tuples of floats in [-1, 1) + + This basically does the opposite of chunked. See that function's + documentation for more info. + + + +.. py:function:: make_frequencies_dict(*, a4=A4_FREQUENCY, offset=0) + + Makes a dictionary containing frequencies for each note + + - a4 is the frequency for the A above middle C + - offset is the number of semitones to offset each note by + + + +.. py:function:: make_indices_dict(names=NOTE_NAMES, *, a4=57, offset=0) + + Makes a dictionary containing note indices of common note names + + - a4 is the note index for the A above middle C + - names is a list of note names + - offset is the number of semitones to offset each note by + + + +.. py:function:: music_to_notes(music, *, line_length=1) + + Converts music into notes (two tuples of note name and length) + + This function returns a list of two-tuples of a string/None and a float. + The first item is the note name (or a break if it is a None). The second + item is its length. + + Note that there is a break between notes by default. + + A music string is first divided into lines with one line being the + specified length, defaulting to 1. Each line is then split by whitespace + into parts with the length divided evenly between them. Each part is then + split by commas "," into notes with the length again divided evenly between + them. + + Empty lines or lines starting with a hash "#" are skipped. + + Note names can be almost anything. A note name of a dash "-" continues the + previous note without a break between them. A suffix of a tilde "~" removes + the break after the note, whereas an exclamation point "!" adds one. + + + +.. py:function:: split_music(music) + + Splits music into individual sequences + + Lines starting with a slash "/" will be added to a new sequence. All other + lines (including blanks and comments) will be part of the main sequence. + + >>> assert split_music("1\n1") == ["1\n1"] + >>> assert split_music("1\n/2\n1") == ["1\n1", "2"] + >>> assert split_music("1\n/2\n/3\n1\n/2") == ["1\n1", "2\n2", "3"] + + + +.. py:function:: notes_to_sine(notes, frequencies, *, line_length=1) + + Converts notes into sine waves + + - notes is an iterator of two-tuples of note names/None and lengths + - frequencies is a dict to look up the frequency for each note name + - line_length is how much to scale the note by + + + +.. py:function:: _notes_to_sound(notes, func) + + Converts notes to a sound using the provided func + + The provided func is called with the note to get its sound. When there are + no more notes to add nor sounds to play, this stops. + + + .. // :meta public: + + + + +.. py:function:: play_output_chunks(chunks: Iterable[bytes], **kwargs: Any) + + Plays chunks to the default audio output device + + This is hardcoded to take PCM 16-bit 48kHz stereo audio, preferably in 20ms + blocks. + + Keyword arguments are passed to sounddevice.RawOutputStream. + + Note that the sounddevice library is required for this function. + + + +.. py:function:: create_input_chunks(**kwargs) + + Returns chunks from the default audio input device + + This is hardcoded to yield 20ms blocks of PCM 16-bit 48kHz stereo audio. + + Keyword arguments are passed to sounddevice.RawInputStream. + + Note that the sounddevice library is required for this function. + + + +.. py:function:: reload() + + Reloads this module. Helper function + + + + +.. py:data:: MUSIC_DIGITIZED + :value: Multiline-String + + .. raw:: html + +
Show Value + + .. code-block:: text + + + # names="do di re ri mi fa fi so si la li ti".split() + # offset=1 + # line_length=1.15 + + . mi mi mi + fa do . do + . so mi do + re mi,re - mi + + la3 mi mi mi + fa do . do + . so mi do + re mi,re - mi + + do mi mi mi + fa do . do + . so mi do + re mi,re - mi + + la3 la3 la3 fa3 + fa3 fa3 fa3 fa3 + do do do so3 + so3 so3 si3 si3 + + la3 la3 la3 fa3 + fa3 fa3 fa3 fa3 + do do do so3 + la3,do,mi,so la,do5,mi5,so5 la5 . + + do so mi do + re re,mi so mi + do so mi do + re re,mi so re + + do so mi do + re re,mi so mi + do so mi do + re re,mi so re + + - do . la3 + . la3 do re + so3 do mi do + re do,re - do + + - do . la3 + . la3 do re + so3 do mi do + re do,re - do + + do la3 - so3 + do re,mi - re + . . do so3 + re mi re do + + . . do so3 + fa mi,re - do + - so3 re do + mi so re do + + la3 mi mi mi + fa do . do + . so mi do + re mi,re - mi + + do mi mi mi + fa do . do + . so mi do + re mi,re - mi + + la3 la3 la3 fa3 + fa3 fa3 fa3 fa3 + do do do so3 + so3 so3 si3 si3 + + la3 la3 la3 fa3 + fa3 fa3 fa3 fa3 + do do do so3 + la3,do,mi,so la,do5,mi5,so5 la5 . + + do so mi do + re re,mi so mi + do so mi do + re re,mi so re + + do so mi do + re re,mi so mi + do so mi do + re re,mi so re + + - do . la3 + . la3 do re + so3 do mi do + re do,re - do + + - do . la3 + . la3 do re + so3 do mi do + re do,re - - + + do + + + .. raw:: html + +
+ + + + + +.. py:data:: MUSIC_MEGALOVANIA + :value: Multiline-String + + .. raw:: html + +
Show Value + + .. code-block:: text + + + # names="do di re ri mi fa fi so si la li ti".split() + # offset=6 + # line_length=2.2 + + la3 la3 la - mi - - ri - re - do - la3 do re + so3 so3 la - mi - - ri - re - do - la3 do re + fi3 fi3 la - mi - - ri - re - do - la3 do re + fa3 fa3 la - mi - - ri - re - do - la3 do re + + la3 la3 la - mi - - ri - re - do - la3 do re + so3 so3 la - mi - - ri - re - do - la3 do re + fi3 fi3 la - mi - - ri - re - do - la3 do re + fa3 fa3 la - mi - - ri - re - do - la3 do re + + do - do do - do - do - la3 - la3 - - - - + do - do do - re - ri - re do la3 do re - - + do - do do - re - ri - mi - so - mi - - + la - la - la mi la so - - - - - - - - + + mi - mi mi - mi - mi - re - re - - - - + mi - mi mi - mi - re - mi - so - mi re - + la do mi do so do mi do re do re mi so mi re do + la3 - ti3 - do la3 do so - - - - - - - - + + la3 - - - - - - - do la3 do re ri re do la3 + do la3 do - re - - - - - - - - - re mi + la - re mi re do ti3 la3 do - re - mi - so - + la - la - la mi la so - - - - - - - - + + do - re - mi - do5 - ti - - - si - - - + ti - - - do5 - - - re5 - - - ti - - - + mi5 - - - - - - - mi5 ti so re do ti3 la3 si3 + so3 - - - - - - - si3 - - - - - - - + + mi3 - - - - - - - - - - - do - - - + ti3 - - - - - - - si3 - - - - - - - + la3 + - + + + .. raw:: html + +
+ + + + + +.. py:data:: MUSIC_DIGITIZED_DUAL + :value: Multiline-String + + .. raw:: html + +
Show Value + + .. code-block:: text + + + # names="do di re ri mi fa fi so si la li ti".split() + # line_length=4.36 + # offset=13 + / # offset=1 + + . mi mi mi fa do . do . so mi do re mi,re - mi + / . + + la3 mi mi mi fa do . do . so mi do re mi,re - mi + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do mi mi mi fa do . do . so mi do re mi,re - mi + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do mi mi mi fa do . do . so mi do re mi,re - mi + / la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 + + do mi mi mi fa do . do . so mi do . . . . + / la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3 la3,do,mi,so la,do5,mi5,so5 la5 . + + do so mi do re re,mi so mi do so mi do re re,mi so re + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do so mi do re re,mi so mi do so mi do re re,mi so re + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + - do . la3 . la3 do re so3 do mi do re do,re - do + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + - do . la3 . la3 do re so3 do mi do re do,re - do + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do la3 - so3 do re,mi - re . . do so3 re mi re do + / . + + . . do so3 fa mi,re - do - so3 re do mi so re do + / . + + la3 mi mi mi fa do . do . so mi do re mi,re - mi + / la3 . la3 . fa3 . fa3 . do . do . so3 . so3 . + + do mi mi mi fa do . do . so mi do re mi,re - mi + / la3 . la3 . fa3 . fa3 . do . do . so3 . so3 . + + do mi mi mi fa do . do . so mi do re mi,re - mi + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do mi mi mi fa do . do . so mi do . . . . + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 la3,do,mi,so la,do5,mi5,so5 la5 . + + do so mi do re re,mi so mi do so mi do re re,mi so re + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do so mi do re re,mi so mi do so mi do re re,mi so re + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + - do . la3 . la3 do re so3 do mi do re do,re - do + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + - do . la3 . la3 do re so3 do mi do re do,re - - + / la3 la3 la3 fa3 fa3 fa3 fa3 fa3 do do do so3 so3 so3 si3 si3 + + do . . . + / la3 . . . + + + .. raw:: html + +
+ + + diff --git a/_sources/changelog.rst.txt b/_sources/changelog.rst.txt new file mode 100644 index 0000000..b5c05e9 --- /dev/null +++ b/_sources/changelog.rst.txt @@ -0,0 +1,11 @@ +.. program-include:: gitchangelog + :cwd: /.. + :env: GITCHANGELOG_CONFIG_FILENAME=docs/gitchangelog_conf.py + +.. rebuild-when:: file-change + + /gitchangelog_conf.py + +.. rebuild-when:: program-change + + hatch version diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt new file mode 100644 index 0000000..88d23dd --- /dev/null +++ b/_sources/index.rst.txt @@ -0,0 +1,21 @@ +Welcome to soundit's Documentation! +=================================== + +.. include:: ../README.rst + :start-line: 3 + +Table of Contents +----------------- + +.. toctree:: + :maxdepth: 2 + + api/index.rst + changelog.rst + +Indices and Tables +------------------ + +* :ref:`genindex` +* :ref:`modindex` +* :ref:`search` diff --git a/_static/basic.css b/_static/basic.css new file mode 100644 index 0000000..30fee9d --- /dev/null +++ b/_static/basic.css @@ -0,0 +1,925 @@ +/* + * basic.css + * ~~~~~~~~~ + * + * Sphinx stylesheet -- basic theme. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +/* -- main layout ----------------------------------------------------------- */ + +div.clearer { + clear: both; +} + +div.section::after { + display: block; + content: ''; + clear: left; +} + +/* -- relbar ---------------------------------------------------------------- */ + +div.related { + width: 100%; + font-size: 90%; +} + +div.related h3 { + display: none; +} + +div.related ul { + margin: 0; + padding: 0 0 0 10px; + list-style: none; +} + +div.related li { + display: inline; +} + +div.related li.right { + float: right; + margin-right: 5px; +} + +/* -- sidebar --------------------------------------------------------------- */ + +div.sphinxsidebarwrapper { + padding: 10px 5px 0 10px; +} + +div.sphinxsidebar { + float: left; + width: 230px; + margin-left: -100%; + font-size: 90%; + word-wrap: break-word; + overflow-wrap : break-word; +} + +div.sphinxsidebar ul { + list-style: none; +} + +div.sphinxsidebar ul ul, +div.sphinxsidebar ul.want-points { + margin-left: 20px; + list-style: square; +} + +div.sphinxsidebar ul ul { + margin-top: 0; + margin-bottom: 0; +} + +div.sphinxsidebar form { + margin-top: 10px; 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+ margin-left: auto; + margin-right: auto; +} + +table.contentstable p.biglink { + line-height: 150%; +} + +a.biglink { + font-size: 1.3em; +} + +span.linkdescr { + font-style: italic; + padding-top: 5px; + font-size: 90%; +} + +/* -- general index --------------------------------------------------------- */ + +table.indextable { + width: 100%; +} + +table.indextable td { + text-align: left; + vertical-align: top; +} + +table.indextable ul { + margin-top: 0; + margin-bottom: 0; + list-style-type: none; +} + +table.indextable > tbody > tr > td > ul { + padding-left: 0em; +} + +table.indextable tr.pcap { + height: 10px; +} + +table.indextable tr.cap { + margin-top: 10px; + background-color: #f2f2f2; +} + +img.toggler { + margin-right: 3px; + margin-top: 3px; + cursor: pointer; +} + +div.modindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +div.genindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; 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+ float: right; + clear: right; + overflow-x: auto; +} + +p.sidebar-title { + font-weight: bold; +} + +nav.contents, +aside.topic, +div.admonition, div.topic, blockquote { + clear: left; +} + +/* -- topics ---------------------------------------------------------------- */ + +nav.contents, +aside.topic, +div.topic { + border: 1px solid #ccc; + padding: 7px; + margin: 10px 0 10px 0; +} + +p.topic-title { + font-size: 1.1em; + font-weight: bold; + margin-top: 10px; +} + +/* -- admonitions ----------------------------------------------------------- */ + +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; 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+} + +div.code-block-caption span.caption-text { +} + +div.literal-block-wrapper { + margin: 1em 0; +} + +code.xref, a code { + background-color: transparent; + font-weight: bold; +} + +h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { + background-color: transparent; +} + +.viewcode-link { + float: right; +} + +.viewcode-back { + float: right; + font-family: sans-serif; +} + +div.viewcode-block:target { + margin: -1px -10px; + padding: 0 10px; +} + +/* -- math display ---------------------------------------------------------- */ + +img.math { + vertical-align: middle; +} + +div.body div.math p { + text-align: center; +} + +span.eqno { + float: right; +} + +span.eqno a.headerlink { + position: absolute; + z-index: 1; +} + +div.math:hover a.headerlink { + visibility: visible; +} + +/* -- printout stylesheet --------------------------------------------------- */ + +@media print { + div.document, + div.documentwrapper, + div.bodywrapper { + margin: 0 !important; + width: 100%; + } + + div.sphinxsidebar, + div.related, + div.footer, + #top-link { + display: none; + } +} \ No newline at end of file diff --git a/_static/custom.css b/_static/custom.css new file mode 100644 index 0000000..cebe2fc --- /dev/null +++ b/_static/custom.css @@ -0,0 +1,53 @@ +/* Wrap inside words if necessary (such as on small screens) */ +html { + word-wrap: break-word; +} + +/* Force autosummary tables to be full width for consistency */ +.longtable { + width: 100%; +} + +/* Make permalinks selectable from the keyboard */ +a.headerlink { + visibility: revert-layer !important; /* basic theme uses hidden */ + opacity: 0; + transition: opacity 0.15s ease-out; +} +*:hover > a.headerlink, +a.headerlink:focus { + opacity: 1; +} + +/* Remove newline after source code linked to docs */ +.viewcode-block { + display: inline; +} + +/* Title shouldn't push the TOC sidebar icon off-screen */ +.mobile-header .header-center { + min-width: 0; +} + +/* Title should be a single line */ +.mobile-header .brand { + white-space: nowrap; + /* Replace overflowing text by an ellipsis */ + overflow: hidden; + text-overflow: ellipsis; + line-height: 1.4; /* don't cut off the bottom of characters like "g" */ +} + +/* Keep the 1px border so content doesn't move after refreshing */ +.mobile-header.scrolled { + border-bottom: 1px solid rgba(0,0,0,.18); + /* Keep the shadow visually identical as before and also widen it */ + box-shadow: + 0 0 calc(.2rem - 1px) .07rem rgba(0,0,0,.07), + 0 calc(.2rem - 1px) calc(.4rem - 1px) .05rem rgba(0,0,0,.14); +} + +/* Remove spacing between the dark mode toggle and title */ +.theme-toggle-header { + padding-left: 0; +} diff --git a/_static/debug.css b/_static/debug.css new file mode 100644 index 0000000..74d4aec --- /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/doctools.js b/_static/doctools.js new file mode 100644 index 0000000..d06a71d --- /dev/null +++ b/_static/doctools.js @@ -0,0 +1,156 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Base JavaScript utilities for all Sphinx HTML documentation. + * + * :copyright: Copyright 2007-2023 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 0000000..d6e51d4 --- /dev/null +++ b/_static/documentation_options.js @@ -0,0 +1,13 @@ +const DOCUMENTATION_OPTIONS = { + VERSION: '0.4.dev', + LANGUAGE: 'en', + COLLAPSE_INDEX: false, + BUILDER: 'dirhtml', + FILE_SUFFIX: '.html', + LINK_SUFFIX: '.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '.txt', + NAVIGATION_WITH_KEYS: true, + 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/graphviz.css b/_static/graphviz.css new file mode 100644 index 0000000..8d81c02 --- /dev/null +++ b/_static/graphviz.css @@ -0,0 +1,19 @@ +/* + * graphviz.css + * ~~~~~~~~~~~~ + * + * Sphinx stylesheet -- graphviz extension. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +img.graphviz { + border: 0; + max-width: 100%; +} + +object.graphviz { + max-width: 100%; +} diff --git a/_static/language_data.js b/_static/language_data.js new file mode 100644 index 0000000..250f566 --- /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 2007-2023 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, is 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)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step3list[suffix]; + } + + // Step 4 + re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; + re2 = /^(.+?)(s|t)(ion)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + if (re.test(stem)) + w = stem; + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1] + fp[2]; + re2 = new RegExp(mgr1); + if (re2.test(stem)) + w = stem; + } + + // Step 5 + re = /^(.+?)e$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + re2 = new RegExp(meq1); + re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) + w = stem; + } + re = /ll$/; + re2 = new RegExp(mgr1); + if (re.test(w) && re2.test(w)) { + re = /.$/; + w = w.replace(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 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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 0000000..7918c3f --- /dev/null +++ b/_static/searchtools.js @@ -0,0 +1,574 @@ +/* + * searchtools.js + * ~~~~~~~~~~~~~~~~ + * + * Sphinx JavaScript utilities for the full-text search. + * + * :copyright: Copyright 2007-2023 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) + ); + // 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.` + ); +}; +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); +}; + +/** + * 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) => { + const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); + htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() }); + const docContent = htmlElement.querySelector('[role="main"]'); + if (docContent !== undefined) return docContent.textContent; + console.warn( + "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you 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); + }, + + /** + * execute search (requires search index to be loaded) + */ + query: (query) => { + 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; + + // 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]); + + // array of [docname, title, anchor, descr, score, filename] + let results = []; + _removeChildren(document.getElementById("search-progress")); + + const queryLower = query.toLowerCase(); + for (const [title, foundTitles] of Object.entries(allTitles)) { + if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) { + for (const [file, id] of foundTitles) { + let score = Math.round(100 * queryLower.length / title.length) + results.push([ + docNames[file], + titles[file] !== title ? `${titles[file]} > ${title}` : title, + id !== null ? "#" + id : "", + null, + score, + 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] of foundEntries) { + let score = Math.round(100 * queryLower.length / entry.length) + results.push([ + docNames[file], + titles[file], + id ? "#" + id : "", + null, + score, + filenames[file], + ]); + } + } + } + + // lookup as object + objectTerms.forEach((term) => + results.push(...Search.performObjectSearch(term, objectTerms)) + ); + + // lookup as search terms in fulltext + results.push(...Search.performTermsSearch(searchTerms, excludedTerms)); + + // let the scorer override scores with a custom scoring function + if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item))); + + // now sort the results by score (in opposite order of appearance, since the + // display function below uses pop() to retrieve items) and then + // alphabetically + results.sort((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; + }); + + // 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; + }, []); + + results = results.reverse(); + + // 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); + Object.keys(terms).forEach((term) => { + if (term.match(escapedWord) && !terms[word]) + arr.push({ files: terms[term], score: Scorer.partialTerm }); + }); + Object.keys(titleTerms).forEach((term) => { + if (term.match(escapedWord) && !titleTerms[word]) + arr.push({ files: titleTerms[word], 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.get(file).indexOf(word) === -1) + fileMap.get(file).push(word); + else fileMap.set(file, [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) => { + const text = Search.htmlToText(htmlText); + 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/skeleton.css b/_static/skeleton.css new file mode 100644 index 0000000..467c878 --- /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_highlight.js b/_static/sphinx_highlight.js new file mode 100644 index 0000000..8a96c69 --- /dev/null +++ b/_static/sphinx_highlight.js @@ -0,0 +1,154 @@ +/* Highlighting 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 (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) { + SphinxHighlight.hideSearchWords(); + event.preventDefault(); + } + }); + }, +}; + +_ready(() => { + /* Do not call highlightSearchWords() when we are on the search page. + * It will highlight words from the *previous* search query. + */ + if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords(); + SphinxHighlight.initEscapeListener(); +}); diff --git a/_static/styles/furo-extensions.css b/_static/styles/furo-extensions.css new file mode 100644 index 0000000..bc447f2 --- /dev/null +++ b/_static/styles/furo-extensions.css @@ -0,0 +1,2 @@ +#furo-sidebar-ad-placement{padding:var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)}#furo-sidebar-ad-placement .ethical-sidebar{background:var(--color-background-secondary);border:none;box-shadow:none}#furo-sidebar-ad-placement .ethical-sidebar:hover{background:var(--color-background-hover)}#furo-sidebar-ad-placement 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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\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\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\n display: block\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\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: #646776; // 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: #2962ff;\n --color-brand-content: #2a5adf;\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 --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--hover: var(--color-brand-content);\n --color-link-underline: var(--color-background-border);\n --color-link-underline--hover: var(--color-foreground-border);\n}\n\n@mixin colors-dark {\n --color-problematic: #ee5151;\n\n // Base Colors\n --color-foreground-primary: #ffffffcc; // 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: #2b8cee;\n --color-brand-content: #368ce2;\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 // 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-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 &: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)\n text-decoration-color: var(--color-link-underline--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\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 vertical-align: middle\n\n.theme-toggle\n cursor: pointer\n border: none\n padding: 0\n background: transparent\n\n.theme-toggle svg\n vertical-align: middle\n height: 1rem\n width: 1rem\n color: var(--color-foreground-primary)\n display: none\n\n.theme-toggle-header\n float: left\n padding: 1rem 0.5rem\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: 1rem\n width: 1rem\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 svg\n color: inherit\n height: 1rem\n width: 1rem\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: $full-width - $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\n display: flex\n .toc-content-icon, .theme-toggle-content\n display: none\n .theme-toggle-header\n display: block\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: 1.25rem\n width: 1.25rem\n\n // Add a scroll margin for the content\n :target\n scroll-margin-top: var(--header-height)\n\n // Show back-to-top below the header\n .back-to-top\n top: calc(var(--header-height) + 0.5rem)\n\n // Center the page, and accommodate for the header.\n .page\n flex-direction: column\n justify-content: center\n .content\n margin-left: auto\n margin-right: auto\n\n@media (max-width: $content-width + 2* $content-padding)\n // Content should respect window limits.\n .content\n width: 100%\n overflow-x: auto\n\n@media (max-width: $content-width)\n .content\n padding: 0 $content-padding--small\n // Don't float sidebars to the right.\n article aside.sidebar\n float: none\n width: 100%\n margin: 1rem 0\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: 3.5rem\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\n.versionmodified\n font-style: italic\ndiv.versionadded, div.versionchanged, div.deprecated\n p\n margin-top: 0.125rem\n margin-bottom: 0.125rem\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 > p,\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",".table-wrapper\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: 0.5rem\n\n@media (max-width: $full-width - $sidebar-width)\n :target\n scroll-margin-top: calc(0.5rem + var(--header-height))\n\n // When a heading is selected\n section > span:target\n scroll-margin-top: calc(0.8rem + 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 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