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Update app.py
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app.py
CHANGED
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@@ -8,6 +8,7 @@ import json
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from flask import Flask, request, jsonify, render_template_string, send_file
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from moviepy.editor import VideoFileClip, TextClip, CompositeVideoClip, concatenate_videoclips
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from moviepy.audio.fx.all import audio_fadein, audio_fadeout
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from faster_whisper import WhisperModel
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app = Flask(__name__)
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@@ -19,7 +20,7 @@ JOBS = {}
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whisper_model = WhisperModel("base", device="cpu", compute_type="int8")
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# ==========================================
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# UI HTML (Tetap
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# ==========================================
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HTML_TEMPLATE = """
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<!DOCTYPE html>
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@@ -27,37 +28,37 @@ HTML_TEMPLATE = """
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>AI
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<script src="https://cdn.tailwindcss.com"></script>
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</head>
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<body class="bg-gray-950 text-gray-200 min-h-screen flex flex-col items-center p-6">
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<div class="w-full max-w-2xl bg-gray-900 p-8 rounded-3xl border border-gray-800 shadow-2xl">
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<h1 class="text-3xl font-black text-center mb-
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<p class="text-center text-gray-
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<form id="clipForm" class="space-y-6">
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<input type="url" id="videoUrl" class="w-full p-4 bg-gray-800 rounded-xl border border-gray-700 outline-none focus:ring-2 focus:ring-
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<div class="text-center font-bold text-gray-
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<input type="file" id="videoFile" accept="video/mp4" class="w-full text-sm text-gray-400 file:mr-4 file:py-2 file:px-4 file:rounded-full file:border-0 file:bg-
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<button type="submit" class="w-full bg-
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</form>
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<div id="statusArea" class="mt-10 hidden">
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<div class="flex justify-between mb-2">
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<span id="statusText" class="text-sm font-bold text-
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<span id="percentText" class="text-sm font-black">0%</span>
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</div>
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<div class="w-full bg-gray-800 rounded-full h-
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<div id="progressBar" class="bg-gradient-to-r from-
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</div>
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</div>
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<div id="resultArea" class="mt-10 hidden text-center">
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<video id="player" controls class="w-full rounded-2xl border border-gray-700 shadow-2xl bg-black mb-6" style="max-height: 450px;"></video>
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<div class="flex gap-3">
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<a id="downloadBtn" href="#" class="flex-1 bg-white text-black font-black py-3 rounded-xl hover:bg-gray-200 transition">DOWNLOAD HD</a>
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<button onclick="location.reload()" class="px-6 bg-gray-800 rounded-xl border border-gray-700 hover:bg-gray-700">BUAT LAGI</button>
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</div>
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</div>
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</div>
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@@ -71,14 +72,20 @@ HTML_TEMPLATE = """
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if (file) formData.append('video_file', file);
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else if (url) formData.append('video_url', url);
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else return alert("Pilih video
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document.getElementById('statusArea').classList.remove('hidden');
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document.getElementById('clipForm').classList.add('hidden');
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});
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async function pollStatus(jobId) {
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@@ -112,11 +119,11 @@ HTML_TEMPLATE = """
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def time_to_seconds(time_str):
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try:
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parts = list(map(
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if len(parts) == 3: return parts[0] * 3600 + parts[1] * 60 + parts[2]
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if len(parts) == 2: return parts[0] * 60 + parts[1]
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return parts[0]
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except: return 0
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def background_processor(job_id, video_path):
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try:
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@@ -124,7 +131,7 @@ def background_processor(job_id, video_path):
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original_height = full_clip.h
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total_duration = full_clip.duration
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# 1. Transkripsi dengan
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JOBS[job_id].update({"message": "AI mentranskrip & memetakan jeda...", "progress": 15})
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segments_whisper, _ = whisper_model.transcribe(video_path, word_timestamps=True)
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@@ -135,22 +142,19 @@ def background_processor(job_id, video_path):
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words_data.append(word)
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transcript_text += f"[{int(segment.start//60):02d}:{int(segment.start%60):02d} - {int(segment.end//60):02d}:{int(segment.end%60):02d}] {segment.text.strip()}\n"
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# 2. AI Editor
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JOBS[job_id].update({"message": "Menyusun cerita yang nyambung...", "progress": 35})
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prompt = f"""Kamu adalah Video Editor. Tugasmu
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JANGAN
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1. Setiap segmen HARUS kalimat utuh.
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2. Ceritanya harus nyambung dari awal sampai akhir.
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3. Balas HANYA dengan JSON array:
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[
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{{"start": "MM:SS", "end": "MM:SS", "narasi": "Alasan"}}
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{{"start": "MM:SS", "end": "MM:SS", "narasi": "Alasan"}}
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]
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Transkrip:
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{transcript_text[:3500]}
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"""
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try:
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@@ -159,76 +163,93 @@ Transkrip:
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json_match = re.search(r'\[\s*\{.*?\}\s*\]', ai_ans, re.DOTALL)
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points = json.loads(json_match.group(0)) if json_match else []
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except:
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points = [{"start": "00:00", "end": "00:
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# 3.
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JOBS[job_id].update({"message": "
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final_clips_to_concat = []
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font_path = "/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf"
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if not os.path.exists(font_path): font_path = "Arial"
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for p in points:
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raw_start = time_to_seconds(p.get('start', '00:00'))
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raw_end = time_to_seconds(p.get('end', '00:
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#
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start_word = next((w for w in words_data if w.start >= max(0, raw_start - 2)), None)
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end_word = next((w for w in reversed(words_data) if w.end <= min(total_duration, raw_end + 2)), None)
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if start_word and end_word and start_word.start < end_word.end:
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-
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actual_end = min(total_duration, end_word.end + 0.3)
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else:
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actual_start = max(0, raw_start - 0.
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actual_end = min(total_duration, raw_end + 0.
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#
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subclip = full_clip.subclip(actual_start, actual_end)
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#
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subclip = subclip.set_audio(
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subclip.audio.fx(audio_fadein, 0.
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)
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#
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txt_clips = []
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for wd in words_data:
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if wd.start >= actual_start and wd.end <= actual_end:
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rel_start = wd.start - actual_start
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rel_end = wd.end - actual_start
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t = TextClip(
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wd.word.strip().upper(),
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font=font_path,
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fontsize=original_height * 0.
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color='yellow',
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stroke_color='black',
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stroke_width=
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method='label'
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).set_start(rel_start).set_end(rel_end).set_position(('center', int(original_height * 0.85)))
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txt_clips.append(t)
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# Gabungkan
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composite_subclip = CompositeVideoClip([subclip] + txt_clips)
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final_clips_to_concat.append(composite_subclip)
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# 4. GABUNGKAN SEMUA
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JOBS[job_id].update({"message": "Merender video akhir...", "progress": 70})
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if not final_clips_to_concat:
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raise Exception("
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merged_video = concatenate_videoclips(final_clips_to_concat, method="compose")
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output_filename = f"final_{job_id}.mp4"
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output_path = os.path.join(app.config['UPLOAD_FOLDER'], output_filename)
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JOBS[job_id]['files_to_delete'].append(output_path)
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merged_video.write_videofile(
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output_path,
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fps=24,
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@@ -239,6 +260,7 @@ Transkrip:
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logger=None
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)
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full_clip.close()
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merged_video.close()
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for c in final_clips_to_concat: c.close()
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@@ -246,7 +268,8 @@ Transkrip:
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JOBS[job_id].update({"status": "completed", "progress": 100, "message": "Video Selesai!", "result": output_filename})
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except Exception as e:
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-
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# ==========================================
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# ROUTES
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from flask import Flask, request, jsonify, render_template_string, send_file
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from moviepy.editor import VideoFileClip, TextClip, CompositeVideoClip, concatenate_videoclips
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from moviepy.audio.fx.all import audio_fadein, audio_fadeout
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import moviepy.video.fx.all as vfx # Tambahan untuk transisi visual
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from faster_whisper import WhisperModel
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app = Flask(__name__)
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whisper_model = WhisperModel("base", device="cpu", compute_type="int8")
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# ==========================================
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# UI HTML (Tetap Modern)
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# ==========================================
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HTML_TEMPLATE = """
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<!DOCTYPE html>
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>AI Cinematic Clipper</title>
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<script src="https://cdn.tailwindcss.com"></script>
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</head>
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<body class="bg-gray-950 text-gray-200 min-h-screen flex flex-col items-center p-6 font-sans">
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<div class="w-full max-w-2xl bg-gray-900 p-8 rounded-3xl border border-gray-800 shadow-2xl">
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<h1 class="text-3xl font-black text-center mb-1 bg-gradient-to-r from-purple-400 to-blue-500 bg-clip-text text-transparent">AI CINEMATIC CLIPPER</h1>
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<p class="text-center text-gray-400 text-sm mb-8">Hasil mulus, transisi rapi, narasi nyambung</p>
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<form id="clipForm" class="space-y-6">
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<input type="url" id="videoUrl" class="w-full p-4 bg-gray-800 rounded-xl border border-gray-700 outline-none focus:ring-2 focus:ring-purple-500 transition" placeholder="Masukkan Link Video MP4...">
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<div class="text-center font-bold text-gray-600 text-xs tracking-widest">ATAU UPLOAD FILE</div>
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<input type="file" id="videoFile" accept="video/mp4" class="w-full text-sm text-gray-400 file:mr-4 file:py-2 file:px-4 file:rounded-full file:border-0 file:bg-purple-600 file:text-white hover:file:bg-purple-700 transition">
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<button type="submit" class="w-full bg-purple-600 hover:bg-purple-500 text-white font-black py-4 rounded-xl transition-all transform active:scale-95 shadow-lg">BUAT VIDEO SEKARANG ✨</button>
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</form>
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<div id="statusArea" class="mt-10 hidden">
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<div class="flex justify-between mb-2">
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<span id="statusText" class="text-sm font-bold text-purple-400 italic">Memulai AI...</span>
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<span id="percentText" class="text-sm font-black text-white">0%</span>
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</div>
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<div class="w-full bg-gray-800 rounded-full h-3 p-1">
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<div id="progressBar" class="bg-gradient-to-r from-purple-500 to-blue-500 h-1.5 rounded-full transition-all duration-700" style="width: 0%"></div>
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</div>
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</div>
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<div id="resultArea" class="mt-10 hidden text-center animate-fade-in">
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<video id="player" controls playsinline class="w-full rounded-2xl border border-gray-700 shadow-2xl bg-black mb-6" style="max-height: 450px;"></video>
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<div class="flex gap-3">
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<a id="downloadBtn" href="#" class="flex-1 bg-white text-black font-black py-3 rounded-xl hover:bg-gray-200 transition">DOWNLOAD HD</a>
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<button onclick="location.reload()" class="px-6 bg-gray-800 text-white rounded-xl border border-gray-700 hover:bg-gray-700 transition">BUAT LAGI</button>
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</div>
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</div>
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</div>
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if (file) formData.append('video_file', file);
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else if (url) formData.append('video_url', url);
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else return alert("Pilih video atau masukkan link!");
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document.getElementById('statusArea').classList.remove('hidden');
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document.getElementById('clipForm').classList.add('hidden');
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try {
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const res = await fetch('/generate', { method: 'POST', body: formData });
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const data = await res.json();
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if (data.job_id) pollStatus(data.job_id);
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else throw new Error(data.error || "Gagal memulai");
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} catch (err) {
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alert(err.message);
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location.reload();
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}
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});
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async function pollStatus(jobId) {
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def time_to_seconds(time_str):
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try:
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parts = list(map(float, time_str.split(':')))
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if len(parts) == 3: return parts[0] * 3600 + parts[1] * 60 + parts[2]
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if len(parts) == 2: return parts[0] * 60 + parts[1]
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return parts[0]
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except: return 0.0
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def background_processor(job_id, video_path):
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try:
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original_height = full_clip.h
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total_duration = full_clip.duration
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# 1. Transkripsi dengan Akurasi Tinggi
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JOBS[job_id].update({"message": "AI mentranskrip & memetakan jeda...", "progress": 15})
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segments_whisper, _ = whisper_model.transcribe(video_path, word_timestamps=True)
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words_data.append(word)
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transcript_text += f"[{int(segment.start//60):02d}:{int(segment.start%60):02d} - {int(segment.end//60):02d}:{int(segment.end%60):02d}] {segment.text.strip()}\n"
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# 2. AI Editor (Aturan Diperketat)
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JOBS[job_id].update({"message": "Menyusun cerita yang nyambung...", "progress": 35})
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prompt = f"""Kamu adalah Video Editor Profesional. Tugasmu merangkum video ini menjadi maksimal 1 atau 2 klip panjang.
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JANGAN memberikan klip yang pendek-pendek! Setiap klip MINIMAL berdurasi 15 detik sampai 30 detik.
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Klip yang kamu pilih harus menyambung menjadi satu cerita yang masuk akal.
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Balas HANYA dengan JSON array:
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[
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{{"start": "MM:SS", "end": "MM:SS", "narasi": "Alasan memilih segmen ini"}}
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]
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Transkrip Video:
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{transcript_text[:3500]}
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"""
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try:
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json_match = re.search(r'\[\s*\{.*?\}\s*\]', ai_ans, re.DOTALL)
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points = json.loads(json_match.group(0)) if json_match else []
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except:
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points = [{"start": "00:00", "end": "00:20", "narasi": "Fallback"}]
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if not points: raise Exception("AI gagal merumuskan skenario.")
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# URUTKAN WAKTU agar video tidak terbolak-balik
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points = sorted(points, key=lambda x: time_to_seconds(x.get('start', '00:00')))
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# 3. Logika Smart Boundary & Transisi Visual
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JOBS[job_id].update({"message": "Memotong dan merender efek...", "progress": 55})
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final_clips_to_concat = []
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font_path = "/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf"
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if not os.path.exists(font_path): font_path = "Arial"
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last_end_time = -1 # Tracker untuk mencegah overlap
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for p in points:
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raw_start = time_to_seconds(p.get('start', '00:00'))
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raw_end = time_to_seconds(p.get('end', '00:20'))
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# Anti-Overlap (Mencegah klip tabrakan)
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if raw_start <= last_end_time:
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raw_start = last_end_time + 0.5
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if raw_end <= raw_start + 2: # Lewati jika durasi klip terlalu pendek (error AI)
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continue
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| 192 |
+
# Sensor Kata: Potong tepat sebelum kata pertama dan sesudah kata terakhir
|
| 193 |
start_word = next((w for w in words_data if w.start >= max(0, raw_start - 2)), None)
|
| 194 |
end_word = next((w for w in reversed(words_data) if w.end <= min(total_duration, raw_end + 2)), None)
|
| 195 |
|
| 196 |
if start_word and end_word and start_word.start < end_word.end:
|
| 197 |
+
actual_start = max(0, start_word.start - 0.2)
|
| 198 |
+
actual_end = min(total_duration, end_word.end + 0.2)
|
|
|
|
| 199 |
else:
|
| 200 |
+
actual_start = max(0, raw_start - 0.2)
|
| 201 |
+
actual_end = min(total_duration, raw_end + 0.2)
|
| 202 |
+
|
| 203 |
+
last_end_time = actual_end # Update tracker
|
| 204 |
|
| 205 |
+
# Ambil Subclip
|
| 206 |
subclip = full_clip.subclip(actual_start, actual_end)
|
| 207 |
|
| 208 |
+
# EFEK TRANSISI PRO: Visual Fade + Audio Fade (0.15 detik)
|
| 209 |
+
# Ini akan menghilangkan jump cut kasar dan audio pop
|
| 210 |
+
subclip = subclip.fx(vfx.fadein, 0.15).fx(vfx.fadeout, 0.15)
|
| 211 |
subclip = subclip.set_audio(
|
| 212 |
+
subclip.audio.fx(audio_fadein, 0.15).fx(audio_fadeout, 0.15)
|
| 213 |
)
|
| 214 |
|
| 215 |
+
# Generate Subtitle HANYA untuk klip ini
|
| 216 |
txt_clips = []
|
| 217 |
for wd in words_data:
|
| 218 |
if wd.start >= actual_start and wd.end <= actual_end:
|
| 219 |
rel_start = wd.start - actual_start
|
| 220 |
rel_end = wd.end - actual_start
|
| 221 |
|
| 222 |
+
# Style subtitle dibuat lebih tebal agar mudah dibaca
|
| 223 |
t = TextClip(
|
| 224 |
wd.word.strip().upper(),
|
| 225 |
font=font_path,
|
| 226 |
+
fontsize=original_height * 0.065,
|
| 227 |
color='yellow',
|
| 228 |
stroke_color='black',
|
| 229 |
+
stroke_width=3,
|
| 230 |
method='label'
|
| 231 |
).set_start(rel_start).set_end(rel_end).set_position(('center', int(original_height * 0.85)))
|
| 232 |
|
| 233 |
txt_clips.append(t)
|
| 234 |
|
| 235 |
+
# Gabungkan gambar video dengan subtitle
|
| 236 |
composite_subclip = CompositeVideoClip([subclip] + txt_clips)
|
| 237 |
final_clips_to_concat.append(composite_subclip)
|
| 238 |
|
| 239 |
+
# 4. GABUNGKAN SEMUA
|
| 240 |
JOBS[job_id].update({"message": "Merender video akhir...", "progress": 70})
|
| 241 |
|
| 242 |
if not final_clips_to_concat:
|
| 243 |
+
raise Exception("AI gagal memilih klip yang valid. Coba ulangi.")
|
| 244 |
|
| 245 |
+
# Compose clips
|
| 246 |
merged_video = concatenate_videoclips(final_clips_to_concat, method="compose")
|
| 247 |
|
| 248 |
output_filename = f"final_{job_id}.mp4"
|
| 249 |
output_path = os.path.join(app.config['UPLOAD_FOLDER'], output_filename)
|
| 250 |
JOBS[job_id]['files_to_delete'].append(output_path)
|
| 251 |
|
| 252 |
+
# Render Optimize
|
| 253 |
merged_video.write_videofile(
|
| 254 |
output_path,
|
| 255 |
fps=24,
|
|
|
|
| 260 |
logger=None
|
| 261 |
)
|
| 262 |
|
| 263 |
+
# Clean Memory Beban Berat
|
| 264 |
full_clip.close()
|
| 265 |
merged_video.close()
|
| 266 |
for c in final_clips_to_concat: c.close()
|
|
|
|
| 268 |
JOBS[job_id].update({"status": "completed", "progress": 100, "message": "Video Selesai!", "result": output_filename})
|
| 269 |
|
| 270 |
except Exception as e:
|
| 271 |
+
print(f"ERROR JOB {job_id}: {str(e)}")
|
| 272 |
+
JOBS[job_id].update({"status": "error", "message": "Gagal merender video. Silakan coba lagi."})
|
| 273 |
|
| 274 |
# ==========================================
|
| 275 |
# ROUTES
|