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1425afc | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 | import threading
import uuid
from queue import Queue
import traceback
import time
from .logger import logger
from .validators import validate_video
from .transcription import transcribe_video
from .director import rewrite_script, viral_score
from .engagement import simulate_retention
from .platform import adapt_platform
from .persona import predict_audience
from .clipper import create_clip
# =====================================================
# GLOBAL STATE
# =====================================================
jobs = {}
queue = Queue()
WORKER_STARTED = False
# =====================================================
# CREATE DIRECTOR JOB
# =====================================================
def create_job(video_path: str, webhook: str | None = None):
job_id = str(uuid.uuid4())
jobs[job_id] = {
"id": job_id,
"status": "queued",
"stage": "waiting",
"progress": 0,
"video": video_path,
# V7 INTELLIGENCE OUTPUTS
"viral_score": None,
"persona": None,
"hook": None,
"platforms": [],
"strategy_summary": None,
"clips": [],
"webhook": webhook,
"error": None,
"created_at": time.time(),
}
queue.put(job_id)
logger.info(f"[V7] Director job queued: {job_id}")
return job_id
# =====================================================
# GET JOB
# =====================================================
def get_job(job_id: str):
return jobs.get(job_id)
# =====================================================
# UPDATE HELPERS
# =====================================================
def update(job_id, **kwargs):
if job_id in jobs:
jobs[job_id].update(kwargs)
# =====================================================
# V7 AUTONOMOUS DIRECTOR WORKER
# =====================================================
def worker():
logger.info("[V7] Autonomous Viral Director started")
while True:
job_id = queue.get()
job = jobs[job_id]
try:
# -----------------------------
# 1. TRANSCRIPTION
# -----------------------------
update(job_id, status="processing", stage="transcribing", progress=10)
words = transcribe_video(job["video"])
# -----------------------------
# 2. SCRIPT RECONSTRUCTION
# -----------------------------
update(job_id, stage="rewriting narrative", progress=25)
script = rewrite_script(words)
# -----------------------------
# 3. AUDIENCE MODELING
# -----------------------------
persona = predict_audience(words)
# -----------------------------
# 4. ENGAGEMENT SIMULATION
# -----------------------------
update(job_id, stage="simulating audience", progress=45)
curve = simulate_retention(words)
v_score = viral_score(curve)
# -----------------------------
# 5. PLATFORM STRATEGY
# -----------------------------
update(job_id, stage="platform adaptation", progress=65)
tiktok = adapt_platform(script, "tiktok")
reels = adapt_platform(script, "reels")
platforms = ["tiktok", "reels"]
# -----------------------------
# 6. SINGLE BEST OUTPUT (DIRECTOR DECISION)
# -----------------------------
update(job_id, stage="rendering final cut", progress=85)
clip = create_clip(
job["video"],
words[0]["start"],
words[-1]["end"],
0
)
# -----------------------------
# 7. FINAL DIRECTOR OUTPUT
# -----------------------------
update(job_id,
status="completed",
stage="director finished",
progress=100,
viral_score=v_score,
persona=persona,
hook=script["hook"],
platforms=platforms,
strategy_summary={
"curve_peak": max(curve),
"avg_curve": sum(curve) / len(curve),
"decision": "auto-selected best full narrative cut"
},
clips=[clip])
logger.info(f"[V7] Director output complete: {job_id}")
except Exception as e:
logger.error(traceback.format_exc())
update(job_id,
status="failed",
stage="error",
error=str(e))
finally:
queue.task_done()
# =====================================================
# START WORKER (SINGLETON SAFE)
# =====================================================
def start_worker():
global WORKER_STARTED
if WORKER_STARTED:
return
WORKER_STARTED = True
t = threading.Thread(target=worker, daemon=True)
t.start()
logger.info("[V7] Worker initialized") |