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from __future__ import annotations
import httpx
import asyncio
import logging
from typing import Optional, Dict, Any, Callable, List
from dataclasses import dataclass

logger = logging.getLogger(__name__)


@dataclass
class APIConfig:
    """API configuration"""
    base_url: str = "http://localhost:8001"
    timeout: float = 30.0
    max_retries: int = 3


class APIClient:
    """
    HTTP client for VoiceForge API
    """
    
    def __init__(self, config: Optional[APIConfig] = None):
        """Initialize API client"""
        self.config = config or APIConfig()
        self._client: Optional[httpx.Client] = None
        self.token: Optional[str] = None
    
    @property
    def client(self) -> httpx.Client:
        """Lazy-load HTTP client"""
        if self._client is None:
            self._client = httpx.Client(
                base_url=self.config.base_url,
                timeout=self.config.timeout,
            )
            if self.token:
                self._client.headers["Authorization"] = f"Bearer {self.token}"
        return self._client
    
    def close(self):
        """Close the client"""
        if self._client:
            self._client.close()
            self._client = None
    
    def set_token(self, token: str):
        """Set JWT token for authenticated requests"""
        self.token = token
        if self._client:
            self._client.headers["Authorization"] = f"Bearer {token}"
            
    def login(self, email, password) -> Dict[str, Any]:
        """Login and set token"""
        # Login uses form data
        response = self.client.post("/api/v1/auth/login", data={"username": email, "password": password})
        response.raise_for_status()
        data = response.json()
        self.set_token(data["access_token"])
        return data

    def register(self, email, password, name=None) -> Dict[str, Any]:
        """Register a new user"""
        payload = {"email": email, "password": password}
        if name:
            payload["name"] = name
        response = self.client.post("/api/v1/auth/register", json=payload)
        response.raise_for_status()
        return response.json()

    def get_me(self) -> Dict[str, Any]:
        """Get current user"""
        response = self.client.get("/api/v1/auth/me")
        response.raise_for_status()
        return response.json()
    

    # Health endpoints
    def health_check(self) -> Dict[str, Any]:
        """Check API health"""
        response = self.client.get("/health")
        response.raise_for_status()
        return response.json()
    
    # STT endpoints
    def get_languages(self) -> Dict[str, Any]:
        """Get supported languages"""
        response = self.client.get("/api/v1/stt/languages")
        response.raise_for_status()
        return response.json()
    
    def transcribe_file(
        self,
        file_content: bytes,
        filename: str,
        language: str = "en-US",
        enable_punctuation: bool = True,
        enable_timestamps: bool = True,
        enable_diarization: bool = False,
        speaker_count: Optional[int] = None,
    ) -> Dict[str, Any]:
        """
        Transcribe an audio file
        
        Args:
            file_content: Audio file bytes
            filename: Original filename
            language: Language code
            enable_punctuation: Add automatic punctuation
            enable_timestamps: Include word timestamps
            enable_diarization: Identify speakers
            speaker_count: Expected number of speakers
        
        Returns:
            Transcription result dict
        """
        files = {"file": (filename, file_content)}
        data = {
            "language": language,
            "enable_punctuation": str(enable_punctuation).lower(),
            "enable_word_timestamps": str(enable_timestamps).lower(),
            "enable_diarization": str(enable_diarization).lower(),
        }
        
        if speaker_count:
            data["speaker_count"] = str(speaker_count)
        
        response = self.client.post(
            "/api/v1/stt/upload",
            files=files,
            data=data,
            timeout=120.0,  # Longer timeout for transcription
        )
        response.raise_for_status()
        return response.json()
    
    def transcribe_file_async(
        self,
        file_content: bytes,
        filename: str,
        language: str = "en-US",
    ) -> Dict[str, Any]:
        """
        Asynchronously transcribe an audio file
        """
        files = {"file": (filename, file_content)}
        data = {"language": language}
        
        response = self.client.post(
            "/api/v1/stt/async-upload",
            files=files,
            data=data,
            timeout=30.0,
        )
        response.raise_for_status()
        return response.json()

    def get_task_status(self, task_id: str) -> Dict[str, Any]:
        """
        Get status of async task
        """
        response = self.client.get(f"/api/v1/stt/tasks/{task_id}")
        response.raise_for_status()
        return response.json()
    
    # TTS endpoints
    def get_voices(self, language: Optional[str] = None) -> Dict[str, Any]:
        """Get available TTS voices"""
        if language:
            url = f"/api/v1/tts/voices/{language}"
        else:
            url = "/api/v1/tts/voices"
        
        response = self.client.get(url)
        response.raise_for_status()
        return response.json()
    
    def synthesize_speech(
        self,
        text: str,
        language: str = "en-US",
        voice: Optional[str] = None,
        speaking_rate: float = 1.0,
        pitch: float = 0.0,
        audio_encoding: str = "MP3",
    ) -> Dict[str, Any]:
        """
        Synthesize text to speech
        
        Args:
            text: Text to synthesize
            language: Language code
            voice: Voice name (optional)
            speaking_rate: Speaking rate (0.25 to 4.0)
            pitch: Voice pitch (-20 to 20)
            audio_encoding: Output format (MP3, LINEAR16, OGG_OPUS)
        
        Returns:
            Synthesis result with base64 audio
        """
        payload = {
            "text": text,
            "language": language,
            "speaking_rate": speaking_rate,
            "pitch": pitch,
            "audio_encoding": audio_encoding,
        }
        
        if voice:
            payload["voice"] = voice
        
        response = self.client.post(
            "/api/v1/tts/synthesize",
            json=payload,
            timeout=60.0,
        )
        response.raise_for_status()
        return response.json()
    
    def preview_voice(self, voice: str, text: Optional[str] = None) -> bytes:
        """
        Get voice preview audio
        
        Args:
            voice: Voice name
            text: Optional preview text
        
        Returns:
            Audio bytes
        """
        payload = {"voice": voice}
        if text:
            payload["text"] = text
        
        response = self.client.post("/api/v1/tts/preview", json=payload)
        response.raise_for_status()
        return response.content

    # Transcript endpoints
    def list_transcripts(self, skip: int = 0, limit: int = 100) -> List[Dict[str, Any]]:
        """List transcripts"""
        response = self.client.get(f"/api/v1/transcripts?skip={skip}&limit={limit}")
        response.raise_for_status()
        return response.json()

    def analyze_transcript(self, transcript_id: int) -> Dict[str, Any]:
        """Run NLP analysis on transcript"""
        response = self.client.post(f"/api/v1/transcripts/{transcript_id}/analyze")
        response.raise_for_status()
        return response.json()

    def export_transcript(self, transcript_id: int, format: str) -> bytes:
        """Export transcript to file"""
        response = self.client.get(f"/api/v1/transcripts/{transcript_id}/export?format={format}")
        response.raise_for_status()
        return response.content



class AsyncAPIClient:
    """
    Async HTTP client for VoiceForge API
    """
    
    def __init__(self, config: Optional[APIConfig] = None):
        """Initialize async API client"""
        self.config = config or APIConfig()
        self._client: Optional[httpx.AsyncClient] = None
    
    @property
    def client(self) -> httpx.AsyncClient:
        """Lazy-load async HTTP client"""
        if self._client is None:
            self._client = httpx.AsyncClient(
                base_url=self.config.base_url,
                timeout=self.config.timeout,
            )
        return self._client
    
    async def close(self):
        """Close the client"""
        if self._client:
            await self._client.aclose()
            self._client = None
    
    async def health_check(self) -> Dict[str, Any]:
        """Check API health"""
        response = await self.client.get("/health")
        response.raise_for_status()
        return response.json()
    
    async def transcribe_file(
        self,
        file_content: bytes,
        filename: str,
        language: str = "en-US",
        **options
    ) -> Dict[str, Any]:
        """Async version of transcribe_file"""
        files = {"file": (filename, file_content)}
        data = {
            "language": language,
            "enable_punctuation": str(options.get("enable_punctuation", True)).lower(),
            "enable_word_timestamps": str(options.get("enable_timestamps", True)).lower(),
        }
        
        response = await self.client.post(
            "/api/v1/stt/upload",
            files=files,
            data=data,
            timeout=120.0,
        )
        response.raise_for_status()
        return response.json()
    
    async def synthesize_speech(
        self,
        text: str,
        language: str = "en-US",
        **options
    ) -> Dict[str, Any]:
        """Async version of synthesize_speech"""
        payload = {
            "text": text,
            "language": language,
            "speaking_rate": options.get("speaking_rate", 1.0),
            "pitch": options.get("pitch", 0.0),
            "audio_encoding": options.get("audio_encoding", "MP3"),
        }
        
        if options.get("voice"):
            payload["voice"] = options["voice"]
        
        response = await self.client.post(
            "/api/v1/tts/synthesize",
            json=payload,
            timeout=60.0,
        )
        response.raise_for_status()
        return response.json()


# Convenience function for Streamlit
def get_api_client(base_url: str = "http://localhost:8001") -> APIClient:
    """Get API client with specified base URL"""
    config = APIConfig(base_url=base_url)
    return APIClient(config)