571 lines
20 KiB
Python
571 lines
20 KiB
Python
"""Communicate with the service. Only the Communicate class should be used by
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end-users. The other classes and functions are for internal use only."""
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import asyncio
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import concurrent.futures
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import json
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import ssl
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import time
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import uuid
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from contextlib import nullcontext
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from io import TextIOWrapper
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from queue import Queue
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from typing import (
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Any,
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AsyncGenerator,
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ContextManager,
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Dict,
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Generator,
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List,
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Optional,
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Tuple,
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Union,
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)
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from xml.sax.saxutils import escape
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import aiohttp
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import certifi
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from .constants import SEC_MS_GEC_VERSION, WSS_HEADERS, WSS_URL
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from .drm import DRM
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from .exceptions import (
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NoAudioReceived,
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UnexpectedResponse,
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UnknownResponse,
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WebSocketError,
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)
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from .models import TTSConfig
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def get_headers_and_data(
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data: bytes, header_length: int
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) -> Tuple[Dict[bytes, bytes], bytes]:
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"""
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Returns the headers and data from the given data.
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Args:
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data (bytes): The data to be parsed.
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header_length (int): The length of the header.
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Returns:
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tuple: The headers and data to be used in the request.
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"""
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if not isinstance(data, bytes):
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raise TypeError("data must be bytes")
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headers = {}
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for line in data[:header_length].split(b"\r\n"):
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key, value = line.split(b":", 1)
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headers[key] = value
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return headers, data[header_length + 2 :]
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def remove_incompatible_characters(string: Union[str, bytes]) -> str:
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"""
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The service does not support a couple character ranges.
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Most important being the vertical tab character which is
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commonly present in OCR-ed PDFs. Not doing this will
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result in an error from the service.
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Args:
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string (str or bytes): The string to be cleaned.
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Returns:
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str: The cleaned string.
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"""
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if isinstance(string, bytes):
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string = string.decode("utf-8")
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if not isinstance(string, str):
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raise TypeError("string must be str or bytes")
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chars: List[str] = list(string)
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for idx, char in enumerate(chars):
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code: int = ord(char)
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if (0 <= code <= 8) or (11 <= code <= 12) or (14 <= code <= 31):
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chars[idx] = " "
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return "".join(chars)
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def connect_id() -> str:
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"""
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Returns a UUID without dashes.
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Returns:
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str: A UUID without dashes.
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"""
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return str(uuid.uuid4()).replace("-", "")
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def split_text_by_byte_length(
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text: Union[str, bytes], byte_length: int
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) -> Generator[bytes, None, None]:
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"""
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Splits a string into a list of strings of a given byte length
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while attempting to keep words together. This function assumes
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text will be inside of an XML tag.
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Args:
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text (str or bytes): The string to be split.
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byte_length (int): The maximum byte length of each string in the list.
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Yield:
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bytes: The next string in the list.
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"""
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if isinstance(text, str):
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text = text.encode("utf-8")
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if not isinstance(text, bytes):
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raise TypeError("text must be str or bytes")
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if byte_length <= 0:
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raise ValueError("byte_length must be greater than 0")
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while len(text) > byte_length:
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# Find the last space in the string
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split_at = text.rfind(b" ", 0, byte_length)
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# If no space found, split_at is byte_length
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split_at = split_at if split_at != -1 else byte_length
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# Verify all & are terminated with a ;
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while b"&" in text[:split_at]:
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ampersand_index = text.rindex(b"&", 0, split_at)
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if text.find(b";", ampersand_index, split_at) != -1:
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break
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split_at = ampersand_index - 1
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if split_at < 0:
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raise ValueError("Maximum byte length is too small or invalid text")
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if split_at == 0:
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break
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# Append the string to the list
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new_text = text[:split_at].strip()
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if new_text:
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yield new_text
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if split_at == 0:
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split_at = 1
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text = text[split_at:]
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new_text = text.strip()
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if new_text:
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yield new_text
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def mkssml(tc: TTSConfig, escaped_text: Union[str, bytes]) -> str:
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"""
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Creates a SSML string from the given parameters.
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Args:
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tc (TTSConfig): The TTS configuration.
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escaped_text (str or bytes): The escaped text. If bytes, it must be UTF-8 encoded.
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Returns:
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str: The SSML string.
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"""
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# If the text is bytes, convert it to a string.
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if isinstance(escaped_text, bytes):
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escaped_text = escaped_text.decode("utf-8")
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# Return the SSML string.
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return (
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"<speak version='1.0' xmlns='http://www.w3.org/2001/10/synthesis' xml:lang='en-US'>"
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f"<voice name='{tc.voice}'>"
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f"<prosody pitch='{tc.pitch}' rate='{tc.rate}' volume='{tc.volume}'>"
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f"{escaped_text}"
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"</prosody>"
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"</voice>"
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"</speak>"
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)
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def date_to_string() -> str:
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"""
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Return Javascript-style date string.
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Returns:
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str: Javascript-style date string.
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"""
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# %Z is not what we want, but it's the only way to get the timezone
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# without having to use a library. We'll just use UTC and hope for the best.
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# For example, right now %Z would return EEST when we need it to return
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# Eastern European Summer Time.
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return time.strftime(
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"%a %b %d %Y %H:%M:%S GMT+0000 (Coordinated Universal Time)", time.gmtime()
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)
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def ssml_headers_plus_data(request_id: str, timestamp: str, ssml: str) -> str:
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"""
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Returns the headers and data to be used in the request.
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Returns:
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str: The headers and data to be used in the request.
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"""
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return (
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f"X-RequestId:{request_id}\r\n"
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"Content-Type:application/ssml+xml\r\n"
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f"X-Timestamp:{timestamp}Z\r\n" # This is not a mistake, Microsoft Edge bug.
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"Path:ssml\r\n\r\n"
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f"{ssml}"
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)
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def calc_max_mesg_size(tts_config: TTSConfig) -> int:
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"""Calculates the maximum message size for the given voice, rate, and volume.
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Returns:
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int: The maximum message size.
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"""
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websocket_max_size: int = 2**16
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overhead_per_message: int = (
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len(
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ssml_headers_plus_data(
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connect_id(),
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date_to_string(),
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mkssml(tts_config, ""),
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)
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)
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+ 50 # margin of error
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)
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return websocket_max_size - overhead_per_message
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class Communicate:
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"""
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Class for communicating with the service.
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"""
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def __init__(
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self,
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text: str,
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voice: str = "Microsoft Server Speech Text to Speech Voice (en-US, AriaNeural)",
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*,
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rate: str = "+0%",
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volume: str = "+0%",
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pitch: str = "+0Hz",
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proxy: Optional[str] = None,
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connect_timeout: int = 10,
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receive_timeout: int = 60,
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):
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"""
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Initializes the Communicate class.
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Raises:
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ValueError: If the voice is not valid.
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"""
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# Validate TTS settings and store the TTSConfig object.
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self.tts_config = TTSConfig(voice, rate, volume, pitch)
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# Validate the text parameter.
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if not isinstance(text, str):
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raise TypeError("text must be str")
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# Split the text into multiple strings and store them.
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self.texts = split_text_by_byte_length(
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escape(remove_incompatible_characters(text)),
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calc_max_mesg_size(self.tts_config),
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)
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# Validate the proxy parameter.
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if proxy is not None and not isinstance(proxy, str):
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raise TypeError("proxy must be str")
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self.proxy: Optional[str] = proxy
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# Validate the timeout parameters.
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if not isinstance(connect_timeout, int):
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raise TypeError("connect_timeout must be int")
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if not isinstance(receive_timeout, int):
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raise TypeError("receive_timeout must be int")
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self.session_timeout = aiohttp.ClientTimeout(
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total=None,
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connect=None,
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sock_connect=connect_timeout,
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sock_read=receive_timeout,
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)
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# Store current state of TTS.
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self.state: Dict[str, Any] = {
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"partial_text": None,
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"offset_compensation": 0,
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"last_duration_offset": 0,
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"stream_was_called": False,
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}
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def __parse_metadata(self, data: bytes) -> Dict[str, Any]:
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for meta_obj in json.loads(data)["Metadata"]:
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meta_type = meta_obj["Type"]
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if meta_type == "WordBoundary":
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current_offset = (
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meta_obj["Data"]["Offset"] + self.state["offset_compensation"]
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)
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current_duration = meta_obj["Data"]["Duration"]
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return {
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"type": meta_type,
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"offset": current_offset,
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"duration": current_duration,
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"text": meta_obj["Data"]["text"]["Text"],
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}
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if meta_type in ("SessionEnd",):
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continue
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raise UnknownResponse(f"Unknown metadata type: {meta_type}")
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raise UnexpectedResponse("No WordBoundary metadata found")
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async def __stream(self) -> AsyncGenerator[Dict[str, Any], None]:
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async def send_command_request() -> None:
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"""Sends the request to the service."""
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# Prepare the request to be sent to the service.
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#
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# Note sentenceBoundaryEnabled and wordBoundaryEnabled are actually supposed
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# to be booleans, but Edge Browser seems to send them as strings.
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#
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# This is a bug in Edge as Azure Cognitive Services actually sends them as
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# bool and not string. For now I will send them as bool unless it causes
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# any problems.
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#
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# Also pay close attention to double { } in request (escape for f-string).
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await websocket.send_str(
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f"X-Timestamp:{date_to_string()}\r\n"
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"Content-Type:application/json; charset=utf-8\r\n"
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"Path:speech.config\r\n\r\n"
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'{"context":{"synthesis":{"audio":{"metadataoptions":{'
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'"sentenceBoundaryEnabled":false,"wordBoundaryEnabled":true},'
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'"outputFormat":"audio-24khz-48kbitrate-mono-mp3"'
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"}}}}\r\n"
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)
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async def send_ssml_request() -> None:
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"""Sends the SSML request to the service."""
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# Send the request to the service.
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await websocket.send_str(
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ssml_headers_plus_data(
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connect_id(),
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date_to_string(),
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mkssml(
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self.tts_config,
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self.state["partial_text"],
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),
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)
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)
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# audio_was_received indicates whether we have received audio data
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# from the websocket. This is so we can raise an exception if we
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# don't receive any audio data.
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audio_was_received = False
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# Create a new connection to the service.
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ssl_ctx = ssl.create_default_context(cafile=certifi.where())
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async with aiohttp.ClientSession(
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trust_env=True,
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timeout=self.session_timeout,
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) as session, session.ws_connect(
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f"{WSS_URL}&Sec-MS-GEC={DRM.generate_sec_ms_gec()}"
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f"&Sec-MS-GEC-Version={SEC_MS_GEC_VERSION}"
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f"&ConnectionId={connect_id()}",
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compress=15,
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proxy=self.proxy,
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headers=WSS_HEADERS,
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ssl=ssl_ctx,
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) as websocket:
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# Send the request to the service.
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await send_command_request()
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# Send the SSML request to the service.
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await send_ssml_request()
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async for received in websocket:
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if received.type == aiohttp.WSMsgType.TEXT:
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encoded_data: bytes = received.data.encode("utf-8")
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parameters, data = get_headers_and_data(
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encoded_data, encoded_data.find(b"\r\n\r\n")
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)
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path = parameters.get(b"Path", None)
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if path == b"audio.metadata":
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# Parse the metadata and yield it.
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parsed_metadata = self.__parse_metadata(data)
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yield parsed_metadata
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# Update the last duration offset for use by the next SSML request.
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self.state["last_duration_offset"] = (
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parsed_metadata["offset"] + parsed_metadata["duration"]
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)
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elif path == b"turn.end":
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# Update the offset compensation for the next SSML request.
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self.state["offset_compensation"] = self.state[
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"last_duration_offset"
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]
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# Use average padding typically added by the service
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# to the end of the audio data. This seems to work pretty
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# well for now, but we might ultimately need to use a
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# more sophisticated method like using ffmpeg to get
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# the actual duration of the audio data.
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self.state["offset_compensation"] += 8_750_000
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# Exit the loop so we can send the next SSML request.
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break
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elif path not in (b"response", b"turn.start"):
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raise UnknownResponse("Unknown path received")
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elif received.type == aiohttp.WSMsgType.BINARY:
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# Message is too short to contain header length.
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if len(received.data) < 2:
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raise UnexpectedResponse(
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"We received a binary message, but it is missing the header length."
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)
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# The first two bytes of the binary message contain the header length.
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header_length = int.from_bytes(received.data[:2], "big")
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if header_length > len(received.data):
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raise UnexpectedResponse(
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"The header length is greater than the length of the data."
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)
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# Parse the headers and data from the binary message.
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parameters, data = get_headers_and_data(
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received.data, header_length
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)
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# Check if the path is audio.
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if parameters.get(b"Path") != b"audio":
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raise UnexpectedResponse(
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"Received binary message, but the path is not audio."
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)
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# At termination of the stream, the service sends a binary message
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# with no Content-Type; this is expected. What is not expected is for
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# an MPEG audio stream to be sent with no data.
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content_type = parameters.get(b"Content-Type", None)
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if content_type not in [b"audio/mpeg", None]:
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raise UnexpectedResponse(
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"Received binary message, but with an unexpected Content-Type."
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)
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# We only allow no Content-Type if there is no data.
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if content_type is None:
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if len(data) == 0:
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continue
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# If the data is not empty, then we need to raise an exception.
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raise UnexpectedResponse(
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"Received binary message with no Content-Type, but with data."
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)
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# If the data is empty now, then we need to raise an exception.
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if len(data) == 0:
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raise UnexpectedResponse(
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"Received binary message, but it is missing the audio data."
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)
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# Yield the audio data.
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audio_was_received = True
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yield {"type": "audio", "data": data}
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elif received.type == aiohttp.WSMsgType.ERROR:
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raise WebSocketError(
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received.data if received.data else "Unknown error"
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)
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if not audio_was_received:
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raise NoAudioReceived(
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"No audio was received. Please verify that your parameters are correct."
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)
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async def stream(
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self,
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) -> AsyncGenerator[Dict[str, Any], None]:
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"""
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Streams audio and metadata from the service.
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Raises:
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NoAudioReceived: If no audio is received from the service.
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UnexpectedResponse: If the response from the service is unexpected.
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UnknownResponse: If the response from the service is unknown.
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WebSocketError: If there is an error with the websocket.
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"""
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# Check if stream was called before.
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if self.state["stream_was_called"]:
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raise RuntimeError("stream can only be called once.")
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self.state["stream_was_called"] = True
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# Stream the audio and metadata from the service.
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for self.state["partial_text"] in self.texts:
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try:
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async for message in self.__stream():
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yield message
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except aiohttp.ClientResponseError as e:
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if e.status != 403:
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raise
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DRM.handle_client_response_error(e)
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async for message in self.__stream():
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yield message
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async def save(
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self,
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audio_fname: Union[str, bytes],
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metadata_fname: Optional[Union[str, bytes]] = None,
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) -> None:
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"""
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Save the audio and metadata to the specified files.
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"""
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metadata: Union[TextIOWrapper, ContextManager[None]] = (
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open(metadata_fname, "w", encoding="utf-8")
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if metadata_fname is not None
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else nullcontext()
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)
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with metadata, open(audio_fname, "wb") as audio:
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async for message in self.stream():
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if message["type"] == "audio":
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audio.write(message["data"])
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elif (
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isinstance(metadata, TextIOWrapper)
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and message["type"] == "WordBoundary"
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):
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json.dump(message, metadata)
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metadata.write("\n")
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def stream_sync(self) -> Generator[Dict[str, Any], None, None]:
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"""Synchronous interface for async stream method"""
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def fetch_async_items(queue: Queue) -> None: # type: ignore
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async def get_items() -> None:
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async for item in self.stream():
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queue.put(item)
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queue.put(None)
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|
loop = asyncio.new_event_loop()
|
|
asyncio.set_event_loop(loop)
|
|
loop.run_until_complete(get_items())
|
|
loop.close()
|
|
|
|
queue: Queue = Queue() # type: ignore
|
|
|
|
with concurrent.futures.ThreadPoolExecutor() as executor:
|
|
executor.submit(fetch_async_items, queue)
|
|
|
|
while True:
|
|
item = queue.get()
|
|
if item is None:
|
|
break
|
|
yield item
|
|
|
|
def save_sync(
|
|
self,
|
|
audio_fname: Union[str, bytes],
|
|
metadata_fname: Optional[Union[str, bytes]] = None,
|
|
) -> None:
|
|
"""Synchronous interface for async save method."""
|
|
with concurrent.futures.ThreadPoolExecutor() as executor:
|
|
future = executor.submit(
|
|
asyncio.run, self.save(audio_fname, metadata_fname)
|
|
)
|
|
future.result()
|