###############################################################################
#  Copyright (C) 2024 LiveTalking@lipku https://github.com/lipku/LiveTalking
#  email: lipku@foxmail.com
# 
#  Licensed under the Apache License, Version 2.0 (the "License");
#  you may not use this file except in compliance with the License.
#  You may obtain a copy of the License at
#  
#       http://www.apache.org/licenses/LICENSE-2.0
# 
#  Unless required by applicable law or agreed to in writing, software
#  distributed under the License is distributed on an "AS IS" BASIS,
#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
#  See the License for the specific language governing permissions and
#  limitations under the License.
###############################################################################
from __future__ import annotations
import time
import numpy as np
import soundfile as sf
import resampy
import asyncio
import edge_tts

import os
import hmac
import hashlib
import base64
import json
import uuid

from typing import Iterator

import requests

import queue
from queue import Queue
from io import BytesIO
from threading import Thread, Event
from enum import Enum

from typing import TYPE_CHECKING
if TYPE_CHECKING:
    from basereal import BaseReal

from logger import logger
class State(Enum):
    RUNNING=0
    PAUSE=1

class BaseTTS:
    def __init__(self, opt, parent:BaseReal):
        self.opt=opt
        self.parent = parent

        self.fps = opt.fps # 20 ms per frame
        self.sample_rate = 16000
        self.chunk = self.sample_rate // self.fps # 320 samples per chunk (20ms * 16000 / 1000)
        self.input_stream = BytesIO()

        self.msgqueue = Queue()
        self.state = State.RUNNING

    def flush_talk(self):
        self.msgqueue.queue.clear()
        self.state = State.PAUSE

    def put_msg_txt(self,msg:str,eventpoint=None): 
        if len(msg)>0:
            self.msgqueue.put((msg,eventpoint))

    def render(self,quit_event):
        process_thread = Thread(target=self.process_tts, args=(quit_event,))
        process_thread.start()
    
    def process_tts(self,quit_event):        
        while not quit_event.is_set():
            try:
                msg = self.msgqueue.get(block=True, timeout=1)
                self.state=State.RUNNING
            except queue.Empty:
                continue
            self.txt_to_audio(msg)
        logger.info('ttsreal thread stop')
    
    def txt_to_audio(self,msg):
        pass
    

###########################################################################################
class EdgeTTS(BaseTTS):
    def txt_to_audio(self,msg):
        voicename = "zh-CN-YunxiaNeural"
        text,textevent = msg
        t = time.time()
        asyncio.new_event_loop().run_until_complete(self.__main(voicename,text))
        logger.info(f'-------edge tts time:{time.time()-t:.4f}s')
        if self.input_stream.getbuffer().nbytes<=0: #edgetts err
            logger.error('edgetts err!!!!!')
            return

        self.input_stream.seek(0)
        stream = self.__create_bytes_stream(self.input_stream)
        streamlen = stream.shape[0]
        idx=0
        while streamlen >= self.chunk and self.state==State.RUNNING:
            eventpoint=None
            streamlen -= self.chunk
            if idx==0:
                eventpoint={'status':'start','text':text,'msgevent':textevent}
            elif streamlen<self.chunk:
                eventpoint={'status':'end','text':text,'msgevent':textevent}
            self.parent.put_audio_frame(stream[idx:idx+self.chunk],eventpoint)
            idx += self.chunk
        #if streamlen>0:  #skip last frame(not 20ms)
        #    self.queue.put(stream[idx:])
        self.input_stream.seek(0)
        self.input_stream.truncate()

    def __create_bytes_stream(self,byte_stream):
        #byte_stream=BytesIO(buffer)
        stream, sample_rate = sf.read(byte_stream) # [T*sample_rate,] float64
        logger.info(f'[INFO]tts audio stream {sample_rate}: {stream.shape}')
        stream = stream.astype(np.float32)

        if stream.ndim > 1:
            logger.info(f'[WARN] audio has {stream.shape[1]} channels, only use the first.')
            stream = stream[:, 0]

        if sample_rate != self.sample_rate and stream.shape[0]>0:
            logger.info(f'[WARN] audio sample rate is {sample_rate}, resampling into {self.sample_rate}.')
            stream = resampy.resample(x=stream, sr_orig=sample_rate, sr_new=self.sample_rate)

        return stream

    async def __main(self,voicename: str, text: str):
        try:
            communicate = edge_tts.Communicate(text, voicename)

            #with open(OUTPUT_FILE, "wb") as file:
            first = True
            async for chunk in communicate.stream():
                if first:
                    first = False
                if chunk["type"] == "audio" and self.state==State.RUNNING:
                    #self.push_audio(chunk["data"])
                    self.input_stream.write(chunk["data"])
                    #file.write(chunk["data"])
                elif chunk["type"] == "WordBoundary":
                    pass
        except Exception as e:
            logger.exception('edgetts')

###########################################################################################
class FishTTS(BaseTTS):
    def txt_to_audio(self,msg):
        text,textevent = msg
        self.stream_tts(
            self.fish_speech(
                text,
                self.opt.REF_FILE,
                self.opt.REF_TEXT,
                "zh", #en args.language,
                self.opt.TTS_SERVER, #"http://127.0.0.1:5000", #args.server_url,
            ),
            msg
        )

    def fish_speech(self, text, reffile, reftext,language, server_url) -> Iterator[bytes]:
        start = time.perf_counter()
        req={
            'text':text,
            'reference_id':reffile,
            'format':'wav',
            'streaming':True,
            'use_memory_cache':'on'
        }
        try:
            res = requests.post(
                f"{server_url}/v1/tts",
                json=req,
                stream=True,
                headers={
                    "content-type": "application/json",
                },
            )
            end = time.perf_counter()
            logger.info(f"fish_speech Time to make POST: {end-start}s")

            if res.status_code != 200:
                logger.error("Error:%s", res.text)
                return

            first = True

            for chunk in res.iter_content(chunk_size=17640): # 1764 44100*20ms*2
                #print('chunk len:',len(chunk))
                if first:
                    end = time.perf_counter()
                    logger.info(f"fish_speech Time to first chunk: {end-start}s")
                    first = False
                if chunk and self.state==State.RUNNING:
                    yield chunk
            #print("gpt_sovits response.elapsed:", res.elapsed)
        except Exception as e:
            logger.exception('fishtts')

    def stream_tts(self,audio_stream,msg):
        text,textevent = msg
        first = True
        for chunk in audio_stream:
            if chunk is not None and len(chunk)>0:
                stream = np.frombuffer(chunk, dtype=np.int16).astype(np.float32) / 32767
                stream = resampy.resample(x=stream, sr_orig=44100, sr_new=self.sample_rate)
                #byte_stream=BytesIO(buffer)
                #stream = self.__create_bytes_stream(byte_stream)
                streamlen = stream.shape[0]
                idx=0
                while streamlen >= self.chunk:
                    eventpoint=None
                    if first:
                        eventpoint={'status':'start','text':text,'msgevent':textevent}
                        first = False
                    self.parent.put_audio_frame(stream[idx:idx+self.chunk],eventpoint)
                    streamlen -= self.chunk
                    idx += self.chunk
        eventpoint={'status':'end','text':text,'msgevent':textevent}
        self.parent.put_audio_frame(np.zeros(self.chunk,np.float32),eventpoint)

###########################################################################################
class SovitsTTS(BaseTTS):
    def txt_to_audio(self,msg):
        text,textevent = msg
        self.stream_tts(
            self.gpt_sovits(
                text,
                self.opt.REF_FILE,
                self.opt.REF_TEXT,
                "zh", #en args.language,
                self.opt.TTS_SERVER, #"http://127.0.0.1:5000", #args.server_url,
            ),
            msg
        )

    def gpt_sovits(self, text, reffile, reftext,language, server_url) -> Iterator[bytes]:
        start = time.perf_counter()
        req={
            'text':text,
            'text_lang':language,
            'ref_audio_path':reffile,
            'prompt_text':reftext,
            'prompt_lang':language,
            'media_type':'ogg',
            'streaming_mode':True
        }
        # req["text"] = text
        # req["text_language"] = language
        # req["character"] = character
        # req["emotion"] = emotion
        # #req["stream_chunk_size"] = stream_chunk_size  # you can reduce it to get faster response, but degrade quality
        # req["streaming_mode"] = True
        try:
            res = requests.post(
                f"{server_url}/tts",
                json=req,
                stream=True,
            )
            end = time.perf_counter()
            logger.info(f"gpt_sovits Time to make POST: {end-start}s")

            if res.status_code != 200:
                logger.error("Error:%s", res.text)
                return

            first = True

            for chunk in res.iter_content(chunk_size=None): #12800 1280 32K*20ms*2
                logger.info('chunk len:%d',len(chunk))
                if first:
                    end = time.perf_counter()
                    logger.info(f"gpt_sovits Time to first chunk: {end-start}s")
                    first = False
                if chunk and self.state==State.RUNNING:
                    yield chunk
            #print("gpt_sovits response.elapsed:", res.elapsed)
        except Exception as e:
            logger.exception('sovits')

    def __create_bytes_stream(self,byte_stream):
        #byte_stream=BytesIO(buffer)
        stream, sample_rate = sf.read(byte_stream) # [T*sample_rate,] float64
        logger.info(f'[INFO]tts audio stream {sample_rate}: {stream.shape}')
        stream = stream.astype(np.float32)

        if stream.ndim > 1:
            logger.info(f'[WARN] audio has {stream.shape[1]} channels, only use the first.')
            stream = stream[:, 0]

        if sample_rate != self.sample_rate and stream.shape[0]>0:
            logger.info(f'[WARN] audio sample rate is {sample_rate}, resampling into {self.sample_rate}.')
            stream = resampy.resample(x=stream, sr_orig=sample_rate, sr_new=self.sample_rate)

        return stream

    def stream_tts(self,audio_stream,msg):
        text,textevent = msg
        first = True
        for chunk in audio_stream:
            if chunk is not None and len(chunk)>0:
                #stream = np.frombuffer(chunk, dtype=np.int16).astype(np.float32) / 32767
                #stream = resampy.resample(x=stream, sr_orig=32000, sr_new=self.sample_rate)
                byte_stream=BytesIO(chunk)
                stream = self.__create_bytes_stream(byte_stream)
                streamlen = stream.shape[0]
                idx=0
                while streamlen >= self.chunk:
                    eventpoint=None
                    if first:
                        eventpoint={'status':'start','text':text,'msgevent':textevent}
                        first = False
                    self.parent.put_audio_frame(stream[idx:idx+self.chunk],eventpoint)
                    streamlen -= self.chunk
                    idx += self.chunk
        eventpoint={'status':'end','text':text,'msgevent':textevent}
        self.parent.put_audio_frame(np.zeros(self.chunk,np.float32),eventpoint)

###########################################################################################
class CosyVoiceTTS(BaseTTS):
    def txt_to_audio(self,msg):
        text,textevent = msg
        self.stream_tts(
            self.cosy_voice(
                text,
                self.opt.REF_FILE,
                self.opt.REF_TEXT,
                "zh", #en args.language,
                self.opt.TTS_SERVER, #"http://127.0.0.1:5000", #args.server_url,
            ),
            msg
        )

    def cosy_voice(self, text, reffile, reftext,language, server_url) -> Iterator[bytes]:
        start = time.perf_counter()
        payload = {
            'tts_text': text,
            'prompt_text': reftext
        }
        try:
            files = [('prompt_wav', ('prompt_wav', open(reffile, 'rb'), 'application/octet-stream'))]
            res = requests.request("GET", f"{server_url}/inference_zero_shot", data=payload, files=files, stream=True)

            end = time.perf_counter()
            logger.info(f"cosy_voice Time to make POST: {end-start}s")

            if res.status_code != 200:
                logger.error("Error:%s", res.text)
                return

            first = True

            for chunk in res.iter_content(chunk_size=9600): # 960 24K*20ms*2
                if first:
                    end = time.perf_counter()
                    logger.info(f"cosy_voice Time to first chunk: {end-start}s")
                    first = False
                if chunk and self.state==State.RUNNING:
                    yield chunk
        except Exception as e:
            logger.exception('cosyvoice')

    def stream_tts(self,audio_stream,msg):
        text,textevent = msg
        first = True
        for chunk in audio_stream:
            if chunk is not None and len(chunk)>0:
                stream = np.frombuffer(chunk, dtype=np.int16).astype(np.float32) / 32767
                stream = resampy.resample(x=stream, sr_orig=24000, sr_new=self.sample_rate)
                #byte_stream=BytesIO(buffer)
                #stream = self.__create_bytes_stream(byte_stream)
                streamlen = stream.shape[0]
                idx=0
                while streamlen >= self.chunk:
                    eventpoint=None
                    if first:
                        eventpoint={'status':'start','text':text,'msgevent':textevent}
                        first = False
                    self.parent.put_audio_frame(stream[idx:idx+self.chunk],eventpoint)
                    streamlen -= self.chunk
                    idx += self.chunk
        eventpoint={'status':'end','text':text,'msgevent':textevent}
        self.parent.put_audio_frame(np.zeros(self.chunk,np.float32),eventpoint)

###########################################################################################
_PROTOCOL = "https://"
_HOST = "tts.cloud.tencent.com"
_PATH = "/stream"
_ACTION = "TextToStreamAudio"

class TencentTTS(BaseTTS):
    def __init__(self, opt, parent):
        super().__init__(opt,parent)
        self.appid = os.getenv("TENCENT_APPID")
        self.secret_key = os.getenv("TENCENT_SECRET_KEY")
        self.secret_id = os.getenv("TENCENT_SECRET_ID")
        self.voice_type = int(opt.REF_FILE)
        self.codec = "pcm"
        self.sample_rate = 16000
        self.volume = 0
        self.speed = 0

    def __gen_signature(self, params):
        sort_dict = sorted(params.keys())
        sign_str = "POST" + _HOST + _PATH + "?"
        for key in sort_dict:
            sign_str = sign_str + key + "=" + str(params[key]) + '&'
        sign_str = sign_str[:-1]
        hmacstr = hmac.new(self.secret_key.encode('utf-8'),
                           sign_str.encode('utf-8'), hashlib.sha1).digest()
        s = base64.b64encode(hmacstr)
        s = s.decode('utf-8')
        return s

    def __gen_params(self, session_id, text):
        params = dict()
        params['Action'] = _ACTION
        params['AppId'] = int(self.appid)
        params['SecretId'] = self.secret_id
        params['ModelType'] = 1
        params['VoiceType'] = self.voice_type
        params['Codec'] = self.codec
        params['SampleRate'] = self.sample_rate
        params['Speed'] = self.speed
        params['Volume'] = self.volume
        params['SessionId'] = session_id
        params['Text'] = text

        timestamp = int(time.time())
        params['Timestamp'] = timestamp
        params['Expired'] = timestamp + 24 * 60 * 60
        return params

    def txt_to_audio(self,msg):
        text,textevent = msg
        self.stream_tts(
            self.tencent_voice(
                text,
                self.opt.REF_FILE,
                self.opt.REF_TEXT,
                "zh", #en args.language,
                self.opt.TTS_SERVER, #"http://127.0.0.1:5000", #args.server_url,
            ),
            msg
        )

    def tencent_voice(self, text, reffile, reftext,language, server_url) -> Iterator[bytes]:
        start = time.perf_counter()
        session_id = str(uuid.uuid1())
        params = self.__gen_params(session_id, text)
        signature = self.__gen_signature(params)
        headers = {
            "Content-Type": "application/json",
            "Authorization": str(signature)
        }
        url = _PROTOCOL + _HOST + _PATH
        try:
            res = requests.post(url, headers=headers,
                          data=json.dumps(params), stream=True)

            end = time.perf_counter()
            logger.info(f"tencent Time to make POST: {end-start}s")

            first = True

            for chunk in res.iter_content(chunk_size=6400): # 640 16K*20ms*2
                #logger.info('chunk len:%d',len(chunk))
                if first:
                    try:
                        rsp = json.loads(chunk)
                        #response["Code"] = rsp["Response"]["Error"]["Code"]
                        #response["Message"] = rsp["Response"]["Error"]["Message"]
                        logger.error("tencent tts:%s",rsp["Response"]["Error"]["Message"])
                        return
                    except:
                        end = time.perf_counter()
                        logger.info(f"tencent Time to first chunk: {end-start}s")
                        first = False
                if chunk and self.state==State.RUNNING:
                    yield chunk
        except Exception as e:
            logger.exception('tencent')

    def stream_tts(self,audio_stream,msg):
        text,textevent = msg
        first = True
        last_stream = np.array([],dtype=np.float32)
        for chunk in audio_stream:
            if chunk is not None and len(chunk)>0:
                stream = np.frombuffer(chunk, dtype=np.int16).astype(np.float32) / 32767
                stream = np.concatenate((last_stream,stream))
                #stream = resampy.resample(x=stream, sr_orig=24000, sr_new=self.sample_rate)
                #byte_stream=BytesIO(buffer)
                #stream = self.__create_bytes_stream(byte_stream)
                streamlen = stream.shape[0]
                idx=0
                while streamlen >= self.chunk:
                    eventpoint=None
                    if first:
                        eventpoint={'status':'start','text':text,'msgevent':textevent}
                        first = False
                    self.parent.put_audio_frame(stream[idx:idx+self.chunk],eventpoint)
                    streamlen -= self.chunk
                    idx += self.chunk
                last_stream = stream[idx:] #get the remain stream
        eventpoint={'status':'end','text':text,'msgevent':textevent}
        self.parent.put_audio_frame(np.zeros(self.chunk,np.float32),eventpoint)

###########################################################################################

class XTTS(BaseTTS):
    def __init__(self, opt, parent):
        super().__init__(opt,parent)
        self.speaker = self.get_speaker(opt.REF_FILE, opt.TTS_SERVER)

    def txt_to_audio(self,msg):
        text,textevent = msg
        self.stream_tts(
            self.xtts(
                text,
                self.speaker,
                "zh-cn", #en args.language,
                self.opt.TTS_SERVER, #"http://localhost:9000", #args.server_url,
                "20" #args.stream_chunk_size
            ),
            msg
        )

    def get_speaker(self,ref_audio,server_url):
        files = {"wav_file": ("reference.wav", open(ref_audio, "rb"))}
        response = requests.post(f"{server_url}/clone_speaker", files=files)
        return response.json()

    def xtts(self,text, speaker, language, server_url, stream_chunk_size) -> Iterator[bytes]:
        start = time.perf_counter()
        speaker["text"] = text
        speaker["language"] = language
        speaker["stream_chunk_size"] = stream_chunk_size  # you can reduce it to get faster response, but degrade quality
        try:
            res = requests.post(
                f"{server_url}/tts_stream",
                json=speaker,
                stream=True,
            )
            end = time.perf_counter()
            logger.info(f"xtts Time to make POST: {end-start}s")

            if res.status_code != 200:
                print("Error:", res.text)
                return

            first = True

            for chunk in res.iter_content(chunk_size=9600): #24K*20ms*2
                if first:
                    end = time.perf_counter()
                    logger.info(f"xtts Time to first chunk: {end-start}s")
                    first = False
                if chunk:
                    yield chunk
        except Exception as e:
            print(e)

    def stream_tts(self,audio_stream,msg):
        text,textevent = msg
        first = True
        for chunk in audio_stream:
            if chunk is not None and len(chunk)>0:
                stream = np.frombuffer(chunk, dtype=np.int16).astype(np.float32) / 32767
                stream = resampy.resample(x=stream, sr_orig=24000, sr_new=self.sample_rate)
                #byte_stream=BytesIO(buffer)
                #stream = self.__create_bytes_stream(byte_stream)
                streamlen = stream.shape[0]
                idx=0
                while streamlen >= self.chunk:
                    eventpoint=None
                    if first:
                        eventpoint={'status':'start','text':text,'msgevent':textevent}
                        first = False
                    self.parent.put_audio_frame(stream[idx:idx+self.chunk],eventpoint)
                    streamlen -= self.chunk
                    idx += self.chunk
        eventpoint={'status':'end','text':text,'msgevent':textevent}
        self.parent.put_audio_frame(np.zeros(self.chunk,np.float32),eventpoint)