app.py

import gradio as gr
import torch
import torchaudio
import numpy as np
from transformers import AutoProcessor, SeamlessM4Tv2Model
from datetime import datetime
import time
import threading
import queue
import sounddevice as sd

class ARISTranslator:
    def __init__(self, model_name: str = "facebook/seamless-m4t-v2-large"):
        self.processor = AutoProcessor.from_pretrained(model_name)
        self.model = SeamlessM4Tv2Model.from_pretrained(model_name)
        self.sample_rate = self.model.config.sampling_rate
        self.audio_queue = queue.Queue()
        self.is_recording = False
        
        self.language_codes = {
            "English (US)": "eng",
            "Spanish (ES)": "spa",
            "French (FR)": "fra",
            "German (DE)": "deu",
            "Italian (IT)": "ita",
            "Portuguese (BR)": "por",
            "Russian (RU)": "rus",
            "Chinese (CN)": "cmn",
            "Japanese (JP)": "jpn",
            "Korean (KR)": "kor",
            "Hindi (IN)": "hin",
            "Arabic (AR)": "ara"
        }

    def start_recording(self):
        self.is_recording = True
        threading.Thread(target=self._record_audio).start()

    def stop_recording(self):
        self.is_recording = False

    def _record_audio(self):
        with sd.InputStream(channels=1, samplerate=16000, callback=self._audio_callback):
            while self.is_recording:
                time.sleep(0.1)

    def _audio_callback(self, indata, frames, time, status):
        self.audio_queue.put(indata.copy())

    def translate_realtime(self, audio_chunk, src_lang: str, tgt_lang: str) -> tuple[int, np.ndarray]:
        try:
            inputs = self.processor(audios=audio_chunk, return_tensors="pt")
            audio_array = self.model.generate(**inputs, tgt_lang=self.language_codes[tgt_lang])[0].cpu().numpy().squeeze()
            return self.sample_rate, audio_array
        except Exception as e:
            raise gr.Error(f"Translation failed: {str(e)}")

    def translate_text(self, text: str, src_lang: str, tgt_lang: str) -> tuple[int, np.ndarray]:
        try:
            inputs = self.processor(text=text, src_lang=self.language_codes[src_lang], return_tensors="pt")
            audio_array = self.model.generate(**inputs, tgt_lang=self.language_codes[tgt_lang])[0].cpu().numpy().squeeze()
            return self.sample_rate, audio_array
        except Exception as e:
            raise gr.Error(f"Translation failed: {str(e)}")

css = """
/* Cores e temas da interface */
:root {
    --primary: #00ffff;
    --secondary: #0066cc;
    --accent: #ff3366;
    --background: #000000;
    --text: #ffffff;
}

#aris-interface {
    background-color: var(--background);
    background-image: 
        radial-gradient(circle at 20% 20%, rgba(0, 102, 204, 0.1) 0%, transparent 50%),
        radial-gradient(circle at 80% 80%, rgba(0, 255, 255, 0.1) 0%, transparent 50%);
    min-height: 100vh;
    font-family: 'Courier New', monospace;
    padding: 20px;
}

.title-container {
    text-align: center;
    color: var(--primary);
    margin-bottom: 30px;
    position: relative;
}

.title-container h1 {
    font-size: 3em;
    letter-spacing: 10px;
    margin: 0;
    text-shadow: 0 0 10px var(--primary);
}

.title-container h3 {
    font-size: 1.2em;
    letter-spacing: 3px;
    opacity: 0.8;
    margin: 5px 0;
}

/* Sistema de anéis central */
#status-ring {
    width: 400px;
    height: 400px;
    border: 4px solid var(--primary);
    border-radius: 50%;
    margin: 20px auto;
    position: relative;
    animation: pulse 2s infinite;
    display: flex;
    align-items: center;
    justify-content: center;
    background: 
        radial-gradient(circle at center, rgba(0, 255, 255, 0.1) 0%, transparent 70%),
        conic-gradient(from 0deg, transparent 0%, rgba(0, 255, 255, 0.1) 50%, transparent 100%);
}

#outer-ring-decoration {
    position: absolute;
    width: 420px;
    height: 420px;
    border-radius: 50%;
    border: 1px solid rgba(0, 255, 255, 0.3);
    animation: rotate 20s linear infinite;
}

#inner-ring {
    width: 300px;
    height: 300px;
    border: 2px solid var(--primary);
    border-radius: 50%;
    display: flex;
    align-items: center;
    justify-content: center;
    position: relative;
}

#core {
    width: 200px;
    height: 200px;
    border: 3px solid var(--primary);
    border-radius: 50%;
    background-color: rgba(0, 0, 0, 0.8);
    display: flex;
    flex-direction: column;
    align-items: center;
    justify-content: center;
    color: var(--primary);
    text-align: center;
    padding: 15px;
    position: relative;
    box-shadow: 0 0 20px rgba(0, 255, 255, 0.2);
}

/* Animações */
@keyframes pulse {
    0% { box-shadow: 0 0 0 0 rgba(0, 255, 255, 0.4); }
    70% { box-shadow: 0 0 0 20px rgba(0, 255, 255, 0); }
    100% { box-shadow: 0 0 0 0 rgba(0, 255, 255, 0); }
}

@keyframes rotate {
    from { transform: rotate(0deg); }
    to { transform: rotate(360deg); }
}

/* Elementos da interface */
.aris-controls {
    background: rgba(0, 0, 0, 0.7);
    border: 2px solid var(--primary);
    border-radius: 10px;
    padding: 20px;
    margin: 20px 0;
    box-shadow: 0 0 15px rgba(0, 255, 255, 0.1);
}

.aris-textbox {
    background-color: rgba(0, 0, 0, 0.8) !important;
    border: 2px solid var(--primary) !important;
    color: var(--primary) !important;
    font-family: 'Courier New', monospace !important;
    border-radius: 5px !important;
    padding: 10px !important;
}

.aris-button {
    background-color: transparent !important;
    border: 2px solid var(--primary) !important;
    color: var(--primary) !important;
    font-family: 'Courier New', monospace !important;
    text-transform: uppercase !important;
    letter-spacing: 2px !important;
    padding: 12px 24px !important;
    border-radius: 5px !important;
    transition: all 0.3s ease !important;
}

.aris-button:hover {
    background-color: rgba(0, 255, 255, 0.1) !important;
    box-shadow: 0 0 15px rgba(0, 255, 255, 0.3) !important;
    transform: translateY(-2px) !important;
}

.status-box {
    background-color: rgba(0, 0, 0, 0.8) !important;
    border: 2px solid var(--primary) !important;
    color: var(--primary) !important;
    padding: 15px !important;
    border-radius: 5px !important;
    margin: 5px !important;
    text-align: center !important;
    text-transform: uppercase !important;
    letter-spacing: 1px !important;
    transition: all 0.3s ease !important;
    position: relative;
    overflow: hidden;
}

.status-box::before {
    content: '';
    position: absolute;
    top: 0;
    left: -100%;
    width: 100%;
    height: 2px;
    background: linear-gradient(90deg, transparent, var(--primary));
    animation: scan-line 2s linear infinite;
}

@keyframes scan-line {
    0% { left: -100%; }
    100% { left: 100%; }
}

.mode-indicator {
    position: absolute;
    top: 10px;
    right: 10px;
    padding: 5px 10px;
    background-color: var(--accent);
    color: var(--text);
    border-radius: 3px;
    font-size: 0.8em;
    letter-spacing: 1px;
}

.stats-container {
    display: grid;
    grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
    gap: 15px;
    margin-top: 20px;
}

.stat-item {
    background: rgba(0, 0, 0, 0.7);
    border: 1px solid var(--primary);
    padding: 10px;
    border-radius: 5px;
    text-align: center;
    color: var(--primary);
}

.language-pair-display {
    display: flex;
    align-items: center;
    justify-content: center;
    gap: 10px;
    margin: 10px 0;
    color: var(--primary);
    font-size: 1.2em;
}

.language-pair-display::before,
.language-pair-display::after {
    content: '⟨';
    color: var(--secondary);
}
"""

def create_interface():
    translator = ARISTranslator()
    
    def update_status():
        return (
            f"A.R.I.S. CORE v2.0.0\n"
            f"Time: {datetime.now().strftime('%H:%M:%S')}\n"
            f"Neural Engine: ACTIVE\n"
            f"Translation Matrix: OPERATIONAL"
        )

    def start_realtime_translation(src_lang, tgt_lang):
        translator.start_recording()
        return "Real-time translation active..."

    def stop_realtime_translation():
        translator.stop_recording()
        return "Translation stopped."
    
    with gr.Blocks(css=css, title="A.R.I.S. - Advanced Real-time Interpretation System") as demo:
        gr.HTML('''
            <div class="title-container">
                <h1>A.R.I.S.</h1>
                <h3>Advanced Real-time Interpretation System</h3>
                <div class="mode-indicator">QUANTUM CORE ACTIVE</div>
            </div>
        ''')
        
        with gr.Column(elem_id="aris-interface"):
            gr.HTML("""
                <div id="status-ring">
                    <div id="outer-ring-decoration"></div>
                    <div id="inner-ring">
                        <div id="core">
                            <div>A.R.I.S.</div>
                            <div>QUANTUM CORE</div>
                            <div>v2.0.0</div>
                            <div class="system-version">NEURAL ENGINE ACTIVE</div>
                        </div>
                    </div>
                </div>
            """)
            
            with gr.Row():
                with gr.Column():
                    with gr.Tab("Real-time Translation"):
                        src_lang_realtime = gr.Dropdown(
                            choices=list(translator.language_codes.keys()),
                            value="English (US)",
                            label="SOURCE LANGUAGE",
                            elem_classes=["aris-textbox"]
                        )
                        tgt_lang_realtime = gr.Dropdown(
                            choices=list(translator.language_codes.keys()),
                            value="Spanish (ES)",
                            label="TARGET LANGUAGE",
                            elem_classes=["aris-textbox"]
                        )
                        start_btn = gr.Button("▶ START REAL-TIME TRANSLATION", elem_classes=["aris-button"])
                        stop_btn = gr.Button("⬛ STOP TRANSLATION", elem_classes=["aris-button"])
                        status_realtime = gr.Textbox(label="REAL-TIME STATUS", elem_classes=["aris-textbox"])

                    with gr.Tab("Text Translation"):
                        text_input = gr.Textbox(
                            label="INPUT TEXT",
                            placeholder="Enter text for translation...",
                            elem_classes=["aris-textbox"],
                            lines=3
                        )
                        with gr.Row():
                            src_lang_text = gr.Dropdown(
                                choices=list(translator.language_codes.keys()),
                                value="English (US)",
                                label="SOURCE LANGUAGE",
                                elem_classes=["aris-textbox"]
                            )
                            tgt_lang_text = gr.Dropdown(
                                choices=list(translator.language_codes.keys()),
                                value="Spanish (ES)",
                                label="TARGET LANGUAGE",
                                elem_classes=["aris-textbox"]
                            )
                        translate_btn = gr.Button("▶ TRANSLATE TEXT", elem_classes=["aris-button"])
                
                with gr.Column():
                    audio_output = gr.Audio(
                        label="TRANSLATION OUTPUT",
                        type="numpy"
                    )
                    
                    with gr.Row():
                        with gr.Column(min_width=200):
                            gr.HTML(
                                """
                                <div class="status-box">
                                    NEURAL CORE<br>
                                    <strong>OPERATIONAL</strong>
                                </div>
                                """
                            )
                        with gr.Column(min_width=200):
                            gr.HTML(
                                """
                                <div class="status-box">
                                    QUANTUM ENGINE<br>
                                    <strong>ACTIVE</strong>
                                </div>
                                """
                            )
                    
                    with gr.Row():
                        with gr.Column(min_width=200):
                            gr.HTML(
                                """
                                <div class="status-box">
                                    TRANSLATION MATRIX<br>
                                    <strong>CALIBRATED</strong>
                                </div>
                                """
                            )
                        with gr.Column(min_width=200):
                            gr.HTML(
                                """
                                <div class="status-box">
                                    VOICE SYNTHESIS<br>
                                    <strong>READY</strong>
                                </div>
                                """
                            )
                    
                    # Sistema de estatísticas
                    with gr.Row():
                        gr.HTML("""
                            <div class="stats-container">
                                <div class="stat-item">
                                    <div>Processing Speed</div>
                                    <div style="font-size: 1.2em; margin: 5px 0;">0.8ms</div>
                                </div>
                                <div class="stat-item">
                                    <div>Neural Load</div>
                                    <div style="font-size: 1.2em; margin: 5px 0;">78%</div>
                                </div>
                                <div class="stat-item">
                                    <div>Memory Usage</div>
                                    <div style="font-size: 1.2em; margin: 5px 0;">4.2GB</div>
                                </div>
                            </div>
                        """)

            # Event handlers
            def update_stats():
                return {
                    status_realtime: f"System Status: Active\nMemory Usage: {np.random.randint(70, 90)}%\nProcessing Speed: {np.random.randint(1, 5)}ms"
                }

            start_btn.click(
                fn=start_realtime_translation,
                inputs=[src_lang_realtime, tgt_lang_realtime],
                outputs=status_realtime
            )
            
            stop_btn.click(
                fn=stop_realtime_translation,
                outputs=status_realtime
            )

            translate_btn.click(
                fn=translator.translate_text,
                inputs=[text_input, src_lang_text, tgt_lang_text],
                outputs=audio_output
            )

            # Atualizações automáticas
            demo.load(fn=update_status, outputs=status_realtime)
            
    return demo

if __name__ == "__main__":
    demo = create_interface()
    demo.queue()
    demo.launch()

# Arquivo requirements.txt atualizado
"""
gradio>=4.0.0
torch>=2.0.0
torchaudio>=2.0.0
transformers
sentencepiece>=0.1.99
numpy>=1.21.0
sounddevice>=0.4.5
"""