Story 7
This commit is contained in:
Ryan Shpeherd
+2
-2
@@ -6,10 +6,10 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
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curl \
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&& rm -rf /var/lib/apt/lists/*
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COPY ui/requirements.txt /app/requirements.txt
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY ui/ /app/ui/
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COPY . .
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EXPOSE 5000
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@@ -1,370 +1,648 @@
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"""
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VideoDetect Review UI - Flask Application
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VideoDetect Review UI — Flask Application
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Lightweight web interface for annotating low-confidence videos.
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Accessible via http://<server-ip>:5000
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No authentication or SSL (per TC-06).
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Accessible via http://<server-ip>:5000 — no auth, no SSL (per TC-06).
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"""
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import csv
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import io
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import json
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import os
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from flask import Flask, jsonify, request, render_template_string
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from datetime import datetime, timezone
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from typing import Optional
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import pymysql
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import pymysql.cursors
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from flask import Flask, Response, g, jsonify, render_template_string, request, send_file
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app = Flask(__name__)
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# In-memory storage for demo (replace with DB queries in production)
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review_queue = []
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# ---------------------------------------------------------------------------
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# Database
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# ---------------------------------------------------------------------------
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# ------ Routes ------
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@app.route("/")
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def index():
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"""Queue page - list of videos awaiting review."""
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page = request.args.get("page", 1, type=int)
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per_page = 20
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# Filter unannotated
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unannotated = [v for v in review_queue if not v.get("annotated")]
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total = len(unannotated)
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start = (page - 1) * per_page
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end = start + per_page
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videos = unannotated[start:end]
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return render_template_string(
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INDEX_TEMPLATE,
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videos=videos,
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page=page,
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per_page=per_page,
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total=total,
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total_pages=(total + per_page - 1) // per_page,
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def _db_config() -> dict:
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return dict(
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host=os.environ.get("DB_HOST", "mariadb"),
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port=int(os.environ.get("DB_PORT", 3306)),
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database=os.environ.get("DB_NAME", "videodetect"),
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user=os.environ.get("DB_USER", "videodetect"),
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password=os.environ.get("DB_PASSWORD", "videodetect123"),
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cursorclass=pymysql.cursors.DictCursor,
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autocommit=False,
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charset="utf8mb4",
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)
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def get_db():
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if "db" not in g:
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g.db = pymysql.connect(**_db_config())
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return g.db
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@app.teardown_appcontext
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def close_db(exc=None):
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db = g.pop("db", None)
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if db:
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db.close()
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def _query(sql: str, params=(), one: bool = False):
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db = get_db()
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with db.cursor() as cur:
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cur.execute(sql, params)
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return cur.fetchone() if one else cur.fetchall()
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def _execute(sql: str, params=()):
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db = get_db()
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with db.cursor() as cur:
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cur.execute(sql, params)
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rowcount = cur.rowcount
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db.commit()
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return rowcount
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# ---------------------------------------------------------------------------
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# HTML routes
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# ---------------------------------------------------------------------------
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@app.route("/")
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def index():
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page = request.args.get("page", 1, type=int)
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per_page = int(os.environ.get("PER_PAGE", 20))
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sort = request.args.get("sort", "created_at")
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order = request.args.get("order", "desc").upper()
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conf_min = request.args.get("conf_min", type=float)
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conf_max = request.args.get("conf_max", type=float)
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model_filter = request.args.get("model_version")
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allowed_sort = {"created_at", "confidence_score", "file_path"}
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sort_col = sort if sort in allowed_sort else "created_at"
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order_dir = "DESC" if order == "DESC" else "ASC"
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where_clauses = ["rq.annotated = FALSE"]
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params: list = []
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if conf_min is not None:
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where_clauses.append("rq.confidence_score >= %s")
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params.append(conf_min)
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if conf_max is not None:
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where_clauses.append("rq.confidence_score <= %s")
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params.append(conf_max)
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if model_filter:
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where_clauses.append("v.model_version = %s")
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params.append(model_filter)
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where = " AND ".join(where_clauses)
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count_row = _query(
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f"SELECT COUNT(*) AS cnt FROM review_queue rq JOIN videos v ON v.id = rq.video_id WHERE {where}",
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params, one=True,
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) or {"cnt": 0}
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total = count_row["cnt"]
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offset = (page - 1) * per_page
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videos = _query(
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f"""SELECT rq.id, rq.video_id, v.file_path, rq.confidence_score,
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rq.routing_decision, v.model_version, v.frame_count, rq.created_at
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FROM review_queue rq
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JOIN videos v ON v.id = rq.video_id
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WHERE {where}
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ORDER BY {sort_col} {order_dir}
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LIMIT %s OFFSET %s""",
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params + [per_page, offset],
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)
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return render_template_string(
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_INDEX_TEMPLATE,
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videos=videos or [],
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page=page,
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per_page=per_page,
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total=total,
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total_pages=max(1, (total + per_page - 1) // per_page),
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sort=sort_col,
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order=order_dir,
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conf_min=conf_min,
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conf_max=conf_max,
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model_filter=model_filter or "",
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)
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@app.route("/review/<int:video_id>")
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def review_video(video_id):
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row = _query(
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"""SELECT rq.id, rq.video_id, v.file_path, rq.confidence_score,
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rq.routing_decision, v.model_version, v.frame_count, v.duration,
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rq.ground_truth, rq.notes, rq.annotated
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FROM review_queue rq
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JOIN videos v ON v.id = rq.video_id
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WHERE rq.video_id = %s
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LIMIT 1""",
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(video_id,), one=True,
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)
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if not row:
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return "Video not found in review queue", 404
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top_k = int(os.environ.get("TOP_K_FRAMES", 5))
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contributing_frames = _contributing_frames(video_id, row.get("duration"), row.get("frame_count"), top_k)
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video = dict(row)
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video["contributing_frames"] = contributing_frames
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video["top_k_frames"] = top_k
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video["video_duration"] = row.get("duration")
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if isinstance(video.get("created_at"), datetime):
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video["created_at"] = video["created_at"].isoformat()
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return render_template_string(_REVIEW_TEMPLATE, video=video)
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def _contributing_frames(video_id: int, duration: Optional[float], frame_count: Optional[int], top_k: int) -> list:
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"""Reconstruct top-k contributing frame info from stored per-crop confidence scores."""
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log = _query(
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"""SELECT confidence_scores, frame_count FROM processing_logs
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WHERE video_id = %s ORDER BY processed_at DESC LIMIT 1""",
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(video_id,), one=True,
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)
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if not log or not log.get("confidence_scores"):
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return []
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try:
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scores = json.loads(log["confidence_scores"])
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except (json.JSONDecodeError, TypeError):
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return []
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fc = frame_count or log.get("frame_count") or len(scores)
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dur = duration or 0.0
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interval = (dur / fc) if fc else 30.0
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indexed = sorted(enumerate(scores), key=lambda x: x[1], reverse=True)[:top_k]
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return [{"timestamp": round(i * interval, 1), "confidence": round(c, 4)} for i, c in indexed]
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# ---------------------------------------------------------------------------
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# API routes
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# ---------------------------------------------------------------------------
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@app.route("/api/review/queue")
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def api_queue():
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"""API: List videos in review queue."""
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page = request.args.get("page", 1, type=int)
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per_page = 20
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offset = (page - 1) * per_page
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unannotated = [v for v in review_queue if not v.get("annotated")]
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total = len(unannotated)
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start = (page - 1) * per_page
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end = start + per_page
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count_row = _query("SELECT COUNT(*) AS cnt FROM review_queue WHERE annotated = FALSE", one=True) or {"cnt": 0}
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total = count_row["cnt"]
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return jsonify({
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"videos": unannotated[start:end],
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"total": total,
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"page": page,
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"per_page": per_page,
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})
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videos = _query(
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"""SELECT rq.id, rq.video_id, v.file_path, rq.confidence_score,
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rq.routing_decision, v.model_version, v.frame_count, rq.created_at
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FROM review_queue rq JOIN videos v ON v.id = rq.video_id
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WHERE rq.annotated = FALSE
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ORDER BY rq.created_at DESC LIMIT %s OFFSET %s""",
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(per_page, offset),
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)
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return jsonify({"videos": _serialise(videos), "total": total, "page": page, "per_page": per_page})
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@app.route("/api/review/<int:video_id>")
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def api_video_details(video_id):
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"""API: Get video details for annotation."""
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video = next((v for v in review_queue if v["id"] == video_id), None)
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if not video:
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row = _query(
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"""SELECT rq.id, rq.video_id, v.file_path, rq.confidence_score,
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rq.routing_decision, v.model_version, v.frame_count, v.duration,
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rq.ground_truth, rq.notes
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FROM review_queue rq JOIN videos v ON v.id = rq.video_id
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WHERE rq.video_id = %s LIMIT 1""",
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(video_id,), one=True,
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)
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if not row:
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return jsonify({"error": "Video not found"}), 404
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return jsonify(video)
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top_k = int(os.environ.get("TOP_K_FRAMES", 5))
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result = _serialise(row)
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result["contributing_frames"] = _contributing_frames(
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video_id, row.get("duration"), row.get("frame_count"), top_k
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)
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result["video_duration"] = row.get("duration")
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return jsonify(result)
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@app.route("/api/review/<int:video_id>/label", methods=["POST"])
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def api_label(video_id):
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"""API: Submit annotation for a video."""
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data = request.get_json()
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data = request.get_json(silent=True) or {}
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ground_truth = data.get("ground_truth")
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notes = data.get("notes", "")
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if ground_truth is None:
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return jsonify({"error": "ground_truth is required"}), 400
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video = next((v for v in review_queue if v["id"] == video_id), None)
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if not video:
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return jsonify({"error": "Video not found"}), 404
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video["annotated"] = True
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video["ground_truth"] = ground_truth
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video["notes"] = notes
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video["annotated_at"] = "2026-08-03T10:30:00Z"
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now = datetime.now(timezone.utc).replace(tzinfo=None)
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rows = _execute(
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"""UPDATE review_queue
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SET annotated = TRUE, ground_truth = %s, notes = %s, annotated_at = %s
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WHERE video_id = %s AND annotated = FALSE""",
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(bool(ground_truth), notes, now, video_id),
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)
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if rows == 0:
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return jsonify({"error": "Video not found or already annotated"}), 404
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return jsonify({"status": "annotated", "video_id": video_id, "ground_truth": ground_truth})
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@app.route("/api/review/export")
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def api_export():
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fmt = request.args.get("format", "json").lower()
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annotated_only = request.args.get("annotated", "true").lower() != "false"
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date_from = request.args.get("date_from")
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date_to = request.args.get("date_to")
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clauses: list = []
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params: list = []
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if annotated_only:
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clauses.append("rq.annotated = TRUE")
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if date_from:
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clauses.append("rq.annotated_at >= %s")
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params.append(date_from)
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if date_to:
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clauses.append("rq.annotated_at < %s")
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params.append(date_to)
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where = ("WHERE " + " AND ".join(clauses)) if clauses else ""
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rows = _query(
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f"""SELECT rq.video_id, v.file_path, rq.confidence_score, rq.routing_decision,
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v.model_version, rq.ground_truth, rq.annotated_at, rq.notes,
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pl.confidence_scores
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FROM review_queue rq
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JOIN videos v ON v.id = rq.video_id
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LEFT JOIN (
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SELECT video_id, confidence_scores,
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ROW_NUMBER() OVER (PARTITION BY video_id ORDER BY processed_at DESC) rn
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FROM processing_logs
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) pl ON pl.video_id = rq.video_id AND pl.rn = 1
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{where}
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ORDER BY rq.annotated_at DESC""",
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params,
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)
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records = _build_export_records(rows or [])
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if fmt == "csv":
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return Response(
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_to_csv(records),
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mimetype="text/csv",
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headers={"Content-Disposition": "attachment; filename=review_export.csv"},
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)
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return Response(
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json.dumps(records, default=str, indent=2),
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mimetype="application/json",
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headers={"Content-Disposition": "attachment; filename=review_export.json"},
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)
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@app.route("/api/review/stats")
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def api_stats():
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"""API: Review queue statistics."""
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total = len(review_queue)
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annotated = sum(1 for v in review_queue if v.get("annotated"))
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unannotated = total - annotated
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avg_conf = sum(v.get("confidence_score", 0) for v in review_queue) / max(total, 1)
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stats = _query(
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"""SELECT
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COUNT(*) AS total_in_queue,
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SUM(annotated) AS annotated_count,
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AVG(confidence_score) AS avg_confidence,
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SUM(CASE WHEN annotated = TRUE AND DATE(annotated_at) = CURDATE() THEN 1 ELSE 0 END) AS annotated_today
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FROM review_queue""",
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one=True,
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) or {}
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dist = {"0.0-0.2": 0, "0.2-0.4": 0, "0.4-0.6": 0, "0.6-0.8": 0, "0.8-1.0": 0}
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for v in review_queue:
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c = v.get("confidence_score", 0)
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if c < 0.2:
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dist["0.0-0.2"] += 1
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elif c < 0.4:
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dist["0.2-0.4"] += 1
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elif c < 0.6:
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dist["0.4-0.6"] += 1
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elif c < 0.8:
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dist["0.6-0.8"] += 1
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else:
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dist["0.8-1.0"] += 1
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buckets = _query(
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"""SELECT
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CASE
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WHEN confidence_score < 0.2 THEN '0.0-0.2'
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WHEN confidence_score < 0.4 THEN '0.2-0.4'
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WHEN confidence_score < 0.6 THEN '0.4-0.6'
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WHEN confidence_score < 0.8 THEN '0.6-0.8'
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ELSE '0.8-1.0'
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END AS bucket,
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COUNT(*) AS cnt
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FROM review_queue GROUP BY bucket"""
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) or []
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for b in buckets:
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dist[b["bucket"]] = b["cnt"]
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||||
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return jsonify({
|
||||
"total_in_queue": total,
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"annotated": annotated,
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"unannotated": unannotated,
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||||
"avg_confidence": round(avg_conf, 4),
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||||
"total_in_queue": stats.get("total_in_queue", 0),
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||||
"annotated": int(stats.get("annotated_count") or 0),
|
||||
"unannotated": int(stats.get("total_in_queue", 0)) - int(stats.get("annotated_count") or 0),
|
||||
"annotated_today": int(stats.get("annotated_today") or 0),
|
||||
"avg_confidence": round(float(stats.get("avg_confidence") or 0.0), 4),
|
||||
"confidence_distribution": dist,
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||||
})
|
||||
|
||||
|
||||
# ------ HTML Templates ------
|
||||
@app.route("/video/<int:video_id>")
|
||||
def serve_video(video_id):
|
||||
"""Stream video from /data/input; supports HTTP range requests for seek."""
|
||||
row = _query("SELECT file_path FROM videos WHERE id = %s", (video_id,), one=True)
|
||||
if not row:
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||||
return "Not found", 404
|
||||
try:
|
||||
return send_file(row["file_path"], mimetype="video/mp4", conditional=True)
|
||||
except FileNotFoundError:
|
||||
return "Video file not found on disk", 404
|
||||
|
||||
INDEX_TEMPLATE = """
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Helpers
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
def _serialise(obj):
|
||||
"""Recursively convert datetime values to ISO strings for JSON output."""
|
||||
if isinstance(obj, dict):
|
||||
return {k: _serialise(v) for k, v in obj.items()}
|
||||
if isinstance(obj, (list, tuple)):
|
||||
return [_serialise(i) for i in obj]
|
||||
if hasattr(obj, "isoformat"):
|
||||
return obj.isoformat()
|
||||
return obj
|
||||
|
||||
|
||||
def _build_export_records(rows) -> list:
|
||||
records = []
|
||||
for row in rows:
|
||||
try:
|
||||
scores = json.loads(row["confidence_scores"]) if row.get("confidence_scores") else []
|
||||
except (json.JSONDecodeError, TypeError):
|
||||
scores = []
|
||||
at = row.get("annotated_at")
|
||||
records.append({
|
||||
"video_id": row["video_id"],
|
||||
"file_path": row["file_path"],
|
||||
"confidence_score": row["confidence_score"],
|
||||
"routing_decision": row["routing_decision"],
|
||||
"model_version": row["model_version"],
|
||||
"ground_truth": bool(row["ground_truth"]) if row["ground_truth"] is not None else None,
|
||||
"annotated_at": at.isoformat() if hasattr(at, "isoformat") else at,
|
||||
"notes": row.get("notes"),
|
||||
"contributing_frames": scores,
|
||||
})
|
||||
return records
|
||||
|
||||
|
||||
def _to_csv(records: list) -> str:
|
||||
if not records:
|
||||
return ""
|
||||
output = io.StringIO()
|
||||
writer = csv.DictWriter(output, fieldnames=list(records[0].keys()))
|
||||
writer.writeheader()
|
||||
for r in records:
|
||||
row = dict(r)
|
||||
row["contributing_frames"] = json.dumps(row["contributing_frames"])
|
||||
writer.writerow(row)
|
||||
return output.getvalue()
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Templates
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
_INDEX_TEMPLATE = """
|
||||
<!DOCTYPE html>
|
||||
<html lang="en">
|
||||
<head>
|
||||
<meta charset="UTF-8">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
||||
<title>VideoDetect - Review Queue</title>
|
||||
<title>VideoDetect — Review Queue</title>
|
||||
<style>
|
||||
* { margin: 0; padding: 0; box-sizing: border-box; }
|
||||
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; background: #f5f5f5; color: #333; }
|
||||
.header { background: #1a1a2e; color: white; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
|
||||
.header h1 { font-size: 24px; }
|
||||
.header .stats { font-size: 14px; opacity: 0.8; }
|
||||
.container { max-width: 1200px; margin: 40px auto; padding: 0 20px; }
|
||||
.table { width: 100%; background: white; border-radius: 8px; overflow: hidden; box-shadow: 0 2px 8px rgba(0,0,0,0.1); }
|
||||
table { width: 100%; border-collapse: collapse; }
|
||||
th { background: #f8f9fa; padding: 14px 16px; text-align: left; font-weight: 600; font-size: 13px; text-transform: uppercase; color: #666; border-bottom: 2px solid #e9ecef; }
|
||||
td { padding: 14px 16px; border-bottom: 1px solid #e9ecef; font-size: 14px; }
|
||||
tr:hover { background: #f8f9fa; }
|
||||
.badge { display: inline-block; padding: 4px 10px; border-radius: 12px; font-size: 12px; font-weight: 600; }
|
||||
.badge-match { background: #d4edda; color: #155724; }
|
||||
.badge-review { background: #fff3cd; color: #856404; }
|
||||
.badge-skip { background: #f8d7da; color: #721c24; }
|
||||
.btn { display: inline-block; padding: 8px 16px; background: #007bff; color: white; text-decoration: none; border-radius: 6px; font-size: 14px; border: none; cursor: pointer; }
|
||||
.btn:hover { background: #0056b3; }
|
||||
.pagination { display: flex; justify-content: center; gap: 8px; margin-top: 24px; }
|
||||
.pagination a, .pagination span { padding: 8px 14px; border-radius: 6px; text-decoration: none; font-size: 14px; }
|
||||
.pagination a { background: white; color: #007bff; border: 1px solid #dee2e6; }
|
||||
.pagination a:hover { background: #e9ecef; }
|
||||
.pagination .current { background: #007bff; color: white; }
|
||||
.empty { text-align: center; padding: 60px 20px; color: #999; }
|
||||
.confidence { font-weight: 600; }
|
||||
.confidence-high { color: #28a745; }
|
||||
.confidence-mid { color: #ffc107; }
|
||||
.confidence-low { color: #dc3545; }
|
||||
*{margin:0;padding:0;box-sizing:border-box}
|
||||
body{font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;background:#f5f5f5;color:#333}
|
||||
.header{background:#1a1a2e;color:#fff;padding:18px 40px;display:flex;justify-content:space-between;align-items:center}
|
||||
.header h1{font-size:22px}
|
||||
.header .meta{font-size:13px;opacity:.75}
|
||||
.container{max-width:1280px;margin:30px auto;padding:0 20px}
|
||||
.filters{background:#fff;border-radius:8px;padding:16px 20px;margin-bottom:18px;box-shadow:0 1px 4px rgba(0,0,0,.08);display:flex;gap:12px;flex-wrap:wrap;align-items:flex-end}
|
||||
.filters label{font-size:12px;color:#666;display:flex;flex-direction:column;gap:4px}
|
||||
.filters input,.filters select{padding:6px 10px;border:1px solid #ddd;border-radius:5px;font-size:13px}
|
||||
.filters button{padding:7px 16px;background:#007bff;color:#fff;border:none;border-radius:5px;cursor:pointer;font-size:13px}
|
||||
.filters button:hover{background:#0056b3}
|
||||
.card{background:#fff;border-radius:8px;overflow:hidden;box-shadow:0 1px 4px rgba(0,0,0,.08)}
|
||||
table{width:100%;border-collapse:collapse}
|
||||
th{background:#f8f9fa;padding:12px 14px;text-align:left;font-size:12px;text-transform:uppercase;color:#666;border-bottom:2px solid #e9ecef}
|
||||
th a{color:#666;text-decoration:none}
|
||||
th a:hover{color:#333}
|
||||
td{padding:12px 14px;border-bottom:1px solid #e9ecef;font-size:13px}
|
||||
tr:hover{background:#fafafa}
|
||||
.badge{display:inline-block;padding:3px 9px;border-radius:10px;font-size:11px;font-weight:600}
|
||||
.badge-review{background:#fff3cd;color:#856404}
|
||||
.badge-match{background:#d4edda;color:#155724}
|
||||
.badge-skip{background:#f8d7da;color:#721c24}
|
||||
.btn{padding:6px 14px;background:#007bff;color:#fff;text-decoration:none;border-radius:5px;font-size:12px;border:none;cursor:pointer}
|
||||
.btn:hover{background:#0056b3}
|
||||
.conf-high{color:#28a745;font-weight:600}
|
||||
.conf-mid{color:#ffc107;font-weight:600}
|
||||
.conf-low{color:#dc3545;font-weight:600}
|
||||
.pagination{display:flex;justify-content:center;gap:6px;margin-top:20px}
|
||||
.pagination a,.pagination span{padding:7px 13px;border-radius:5px;font-size:13px;text-decoration:none}
|
||||
.pagination a{background:#fff;color:#007bff;border:1px solid #dee2e6}
|
||||
.pagination a:hover{background:#e9ecef}
|
||||
.pagination .cur{background:#007bff;color:#fff}
|
||||
.empty{text-align:center;padding:60px;color:#999}
|
||||
.export-btn{padding:7px 16px;background:#28a745;color:#fff;border:none;border-radius:5px;cursor:pointer;font-size:13px;text-decoration:none;display:inline-block}
|
||||
.export-btn:hover{background:#1e7e34}
|
||||
</style>
|
||||
</head>
|
||||
<body>
|
||||
<div class="header">
|
||||
<h1>VideoDetect</h1>
|
||||
<div class="stats">
|
||||
Review Queue: {{ total }} videos | Page {{ page }} of {{ total_pages }}
|
||||
<div class="header">
|
||||
<h1>VideoDetect</h1>
|
||||
<span class="meta">Review Queue — {{ total }} pending — Page {{ page }}/{{ total_pages }}</span>
|
||||
</div>
|
||||
<div class="container">
|
||||
<form class="filters" method="get">
|
||||
<label>Confidence min
|
||||
<input type="number" name="conf_min" step="0.01" min="0" max="1" value="{{ conf_min or '' }}" placeholder="0.0">
|
||||
</label>
|
||||
<label>Confidence max
|
||||
<input type="number" name="conf_max" step="0.01" min="0" max="1" value="{{ conf_max or '' }}" placeholder="1.0">
|
||||
</label>
|
||||
<label>Model version
|
||||
<input type="text" name="model_version" value="{{ model_filter }}" placeholder="any">
|
||||
</label>
|
||||
<label>Sort by
|
||||
<select name="sort">
|
||||
<option value="created_at" {% if sort == 'created_at' %}selected{% endif %}>Date added</option>
|
||||
<option value="confidence_score" {% if sort == 'confidence_score' %}selected{% endif %}>Confidence</option>
|
||||
<option value="file_path" {% if sort == 'file_path' %}selected{% endif %}>File path</option>
|
||||
</select>
|
||||
</label>
|
||||
<label>Order
|
||||
<select name="order">
|
||||
<option value="desc" {% if order == 'DESC' %}selected{% endif %}>Desc</option>
|
||||
<option value="asc" {% if order == 'ASC' %}selected{% endif %}>Asc</option>
|
||||
</select>
|
||||
</label>
|
||||
<button type="submit">Filter</button>
|
||||
<a href="/api/review/export?format=csv" class="export-btn">Export CSV</a>
|
||||
<a href="/api/review/export?format=json" class="export-btn">Export JSON</a>
|
||||
</form>
|
||||
{% if videos %}
|
||||
<div class="card">
|
||||
<table>
|
||||
<thead><tr>
|
||||
<th><a href="?sort=created_at&order={% if sort=='created_at' and order=='ASC' %}desc{% else %}asc{% endif %}">ID</a></th>
|
||||
<th>File Path</th>
|
||||
<th><a href="?sort=confidence_score&order={% if sort=='confidence_score' and order=='ASC' %}desc{% else %}asc{% endif %}">Confidence</a></th>
|
||||
<th>Routing</th>
|
||||
<th>Model</th>
|
||||
<th>Frames</th>
|
||||
<th><a href="?sort=created_at&order={% if sort=='created_at' and order=='ASC' %}desc{% else %}asc{% endif %}">Added</a></th>
|
||||
<th></th>
|
||||
</tr></thead>
|
||||
<tbody>
|
||||
{% for v in videos %}
|
||||
<tr>
|
||||
<td>{{ v.video_id }}</td>
|
||||
<td style="max-width:320px;overflow:hidden;text-overflow:ellipsis;white-space:nowrap" title="{{ v.file_path }}">{{ v.file_path }}</td>
|
||||
<td class="{% if v.confidence_score >= 0.75 %}conf-high{% elif v.confidence_score >= 0.45 %}conf-mid{% else %}conf-low{% endif %}">
|
||||
{{ "%.3f"|format(v.confidence_score) }}
|
||||
</td>
|
||||
<td><span class="badge badge-{{ v.routing_decision|lower }}">{{ v.routing_decision }}</span></td>
|
||||
<td>{{ v.model_version or '—' }}</td>
|
||||
<td>{{ v.frame_count or '—' }}</td>
|
||||
<td>{{ v.created_at|string|truncate(10, True, '') }}</td>
|
||||
<td><a href="/review/{{ v.video_id }}" class="btn">Annotate</a></td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="pagination">
|
||||
{% if page > 1 %}<a href="?page={{ page-1 }}&sort={{ sort }}&order={{ order }}">« Prev</a>{% endif %}
|
||||
<span class="cur">{{ page }}</span>
|
||||
{% if page < total_pages %}<a href="?page={{ page+1 }}&sort={{ sort }}&order={{ order }}">Next »</a>{% endif %}
|
||||
</div>
|
||||
{% else %}
|
||||
<div class="empty"><h2>No videos pending review</h2><p>All REVIEW-routed videos have been annotated.</p></div>
|
||||
{% endif %}
|
||||
</div>
|
||||
</body></html>
|
||||
"""
|
||||
|
||||
_REVIEW_TEMPLATE = """
|
||||
<!DOCTYPE html>
|
||||
<html lang="en">
|
||||
<head>
|
||||
<meta charset="UTF-8">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
||||
<title>VideoDetect — Review #{{ video.video_id }}</title>
|
||||
<style>
|
||||
*{margin:0;padding:0;box-sizing:border-box}
|
||||
body{font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;background:#f5f5f5;color:#333}
|
||||
.header{background:#1a1a2e;color:#fff;padding:18px 40px;display:flex;justify-content:space-between;align-items:center}
|
||||
.header h1{font-size:22px}
|
||||
.header a{color:#adb5bd;text-decoration:none}
|
||||
.header a:hover{color:#fff}
|
||||
.container{max-width:960px;margin:30px auto;padding:0 20px}
|
||||
.card{background:#fff;border-radius:8px;padding:22px;margin-bottom:18px;box-shadow:0 1px 4px rgba(0,0,0,.08)}
|
||||
.card h2{font-size:16px;margin-bottom:14px;color:#1a1a2e}
|
||||
.grid{display:grid;grid-template-columns:repeat(3,1fr);gap:14px}
|
||||
.info-label{font-size:11px;text-transform:uppercase;color:#888;margin-bottom:3px}
|
||||
.info-value{font-size:15px;font-weight:600}
|
||||
.video-wrap{width:100%;background:#000;border-radius:6px;overflow:hidden}
|
||||
video{width:100%;display:block}
|
||||
.frames{display:grid;grid-template-columns:repeat(5,1fr);gap:10px;margin-top:4px}
|
||||
.frame{background:#e9ecef;border-radius:6px;padding:10px;text-align:center;font-size:12px;color:#666}
|
||||
.frame .conf{font-size:13px;font-weight:600;color:#007bff;margin-top:4px}
|
||||
.label-row{display:flex;gap:12px;margin:14px 0 10px}
|
||||
.label-btn{flex:1;padding:14px;border:2px solid #dee2e6;border-radius:8px;background:#fff;cursor:pointer;font-size:15px;font-weight:600;transition:all .15s}
|
||||
.label-btn:hover{border-color:#007bff}
|
||||
.sel-true{border-color:#28a745!important;background:#d4edda;color:#155724}
|
||||
.sel-false{border-color:#dc3545!important;background:#f8d7da;color:#721c24}
|
||||
textarea{width:100%;padding:10px;border:1px solid #dee2e6;border-radius:6px;font-size:13px;resize:vertical;min-height:72px;margin-top:8px}
|
||||
.submit{width:100%;padding:13px;background:#007bff;color:#fff;border:none;border-radius:8px;font-size:15px;font-weight:600;cursor:pointer;margin-top:12px}
|
||||
.submit:hover{background:#0056b3}
|
||||
.submit:disabled{background:#ccc;cursor:not-allowed}
|
||||
.already{color:#28a745;font-weight:600;margin-top:8px}
|
||||
</style>
|
||||
</head>
|
||||
<body>
|
||||
<div class="header">
|
||||
<h1>VideoDetect</h1>
|
||||
<a href="/">« Back to queue</a>
|
||||
</div>
|
||||
<div class="container">
|
||||
<div class="card">
|
||||
<h2>Video information</h2>
|
||||
<div class="grid">
|
||||
<div><div class="info-label">Video ID</div><div class="info-value">{{ video.video_id }}</div></div>
|
||||
<div><div class="info-label">Confidence</div><div class="info-value">{{ "%.4f"|format(video.confidence_score) }}</div></div>
|
||||
<div><div class="info-label">Routing</div><div class="info-value">{{ video.routing_decision }}</div></div>
|
||||
<div><div class="info-label">Model</div><div class="info-value">{{ video.model_version or '—' }}</div></div>
|
||||
<div><div class="info-label">Frames</div><div class="info-value">{{ video.frame_count or '—' }}</div></div>
|
||||
<div><div class="info-label">Duration</div><div class="info-value">{{ "%.1f"|format(video.video_duration) if video.video_duration else '—' }}s</div></div>
|
||||
</div>
|
||||
<div style="margin-top:10px;font-size:12px;color:#888;word-break:break-all">{{ video.file_path }}</div>
|
||||
</div>
|
||||
<div class="card">
|
||||
<h2>Video</h2>
|
||||
<div class="video-wrap">
|
||||
<video controls preload="metadata">
|
||||
<source src="/video/{{ video.video_id }}" type="video/mp4">
|
||||
Video playback not supported.
|
||||
</video>
|
||||
</div>
|
||||
</div>
|
||||
<div class="container">
|
||||
{% if videos %}
|
||||
<div class="table">
|
||||
<table>
|
||||
<thead>
|
||||
<tr>
|
||||
<th>Video ID</th>
|
||||
<th>File Path</th>
|
||||
<th>Confidence</th>
|
||||
<th>Routing</th>
|
||||
<th>Model</th>
|
||||
<th>Frames</th>
|
||||
<th>Added</th>
|
||||
<th>Action</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{% for video in videos %}
|
||||
<tr>
|
||||
<td>{{ video.id }}</td>
|
||||
<td style="max-width: 300px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;">{{ video.file_path }}</td>
|
||||
<td class="confidence {% if video.confidence_score >= 0.75 %}confidence-high{% elif video.confidence_score >= 0.45 %}confidence-mid{% else %}confidence-low{% endif %}">
|
||||
{{ "%.2f"|format(video.confidence_score) }}
|
||||
</td>
|
||||
<td><span class="badge badge-{{ video.routing_decision|lower }}">{{ video.routing_decision }}</span></td>
|
||||
<td>{{ video.model_version }}</td>
|
||||
<td>{{ video.frame_count }}</td>
|
||||
<td>{{ video.created_at[:10] if video.created_at else 'N/A' }}</td>
|
||||
<td><a href="/review/{{ video.id }}" class="btn">Annotate</a></td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="pagination">
|
||||
{% if page > 1 %}
|
||||
<a href="?page={{ page - 1 }}">« Prev</a>
|
||||
{% endif %}
|
||||
<span class="current">{{ page }}</span>
|
||||
{% if page < total_pages %}
|
||||
<a href="?page={{ page + 1 }}">Next »</a>
|
||||
{% endif %}
|
||||
{% if video.contributing_frames %}
|
||||
<div class="card">
|
||||
<h2>Top contributing frames (by confidence)</h2>
|
||||
<div class="frames">
|
||||
{% for f in video.contributing_frames %}
|
||||
<div class="frame">
|
||||
<div>⏱ {{ f.timestamp }}s</div>
|
||||
<div class="conf">{{ "%.3f"|format(f.confidence) }}</div>
|
||||
</div>
|
||||
{% endfor %}
|
||||
</div>
|
||||
</div>
|
||||
{% endif %}
|
||||
<div class="card">
|
||||
<h2>Annotate</h2>
|
||||
{% if video.annotated %}
|
||||
<p class="already">✓ Already annotated: <strong>{{ 'MATCH' if video.ground_truth else 'NO MATCH' }}</strong></p>
|
||||
{% else %}
|
||||
<div class="empty">
|
||||
<h2>No videos in review queue</h2>
|
||||
<p>All videos have been processed and classified.</p>
|
||||
<p style="color:#666;margin-bottom:8px">Does this video contain the target demographic?</p>
|
||||
<div class="label-row">
|
||||
<button class="label-btn" id="btn-yes" onclick="selectLabel(true)">✓ Yes (MATCH)</button>
|
||||
<button class="label-btn" id="btn-no" onclick="selectLabel(false)">✗ No (NO MATCH)</button>
|
||||
</div>
|
||||
<textarea id="notes" placeholder="Optional notes…"></textarea>
|
||||
<button class="submit" id="submitBtn" disabled onclick="submitLabel()">Submit label</button>
|
||||
{% endif %}
|
||||
</div>
|
||||
</body>
|
||||
</html>
|
||||
"""
|
||||
|
||||
REVIEW_TEMPLATE = """
|
||||
<!DOCTYPE html>
|
||||
<html lang="en">
|
||||
<head>
|
||||
<meta charset="UTF-8">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
||||
<title>VideoDetect - Review #{{ video.id }}</title>
|
||||
<style>
|
||||
* { margin: 0; padding: 0; box-sizing: border-box; }
|
||||
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; background: #f5f5f5; color: #333; }
|
||||
.header { background: #1a1a2e; color: white; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
|
||||
.header h1 { font-size: 24px; }
|
||||
.header a { color: #adb5bd; text-decoration: none; }
|
||||
.header a:hover { color: white; }
|
||||
.container { max-width: 1000px; margin: 40px auto; padding: 0 20px; }
|
||||
.card { background: white; border-radius: 8px; padding: 24px; margin-bottom: 20px; box-shadow: 0 2px 8px rgba(0,0,0,0.1); }
|
||||
.card h2 { font-size: 18px; margin-bottom: 16px; color: #1a1a2e; }
|
||||
.info-grid { display: grid; grid-template-columns: repeat(3, 1fr); gap: 16px; }
|
||||
.info-item { }
|
||||
.info-label { font-size: 12px; text-transform: uppercase; color: #666; margin-bottom: 4px; }
|
||||
.info-value { font-size: 16px; font-weight: 600; }
|
||||
.video-player { width: 100%; aspect-ratio: 16/9; background: #000; border-radius: 8px; display: flex; align-items: center; justify-content: center; color: white; }
|
||||
.frames-grid { display: grid; grid-template-columns: repeat(5, 1fr); gap: 12px; }
|
||||
.frame-thumb { aspect-ratio: 1; background: #e9ecef; border-radius: 6px; display: flex; flex-direction: column; align-items: center; justify-content: center; font-size: 12px; color: #666; }
|
||||
.frame-thumb .confidence { font-size: 14px; font-weight: 600; color: #007bff; margin-top: 4px; }
|
||||
.label-toggle { display: flex; gap: 12px; margin: 20px 0; }
|
||||
.label-btn { flex: 1; padding: 16px; border: 2px solid #dee2e6; border-radius: 8px; background: white; cursor: pointer; font-size: 16px; font-weight: 600; text-align: center; transition: all 0.2s; }
|
||||
.label-btn:hover { border-color: #007bff; }
|
||||
.label-btn.selected-true { border-color: #28a745; background: #d4edda; color: #155724; }
|
||||
.label-btn.selected-false { border-color: #dc3545; background: #f8d7da; color: #721c24; }
|
||||
.notes { width: 100%; padding: 12px; border: 1px solid #dee2e6; border-radius: 6px; font-size: 14px; resize: vertical; min-height: 80px; }
|
||||
.submit-btn { width: 100%; padding: 14px; background: #007bff; color: white; border: none; border-radius: 8px; font-size: 16px; font-weight: 600; cursor: pointer; margin-top: 16px; }
|
||||
.submit-btn:hover { background: #0056b3; }
|
||||
.submit-btn:disabled { background: #ccc; cursor: not-allowed; }
|
||||
</style>
|
||||
</head>
|
||||
<body>
|
||||
<div class="header">
|
||||
<h1>VideoDetect</h1>
|
||||
<a href="/">« Back to Queue</a>
|
||||
</div>
|
||||
<div class="container">
|
||||
<div class="card">
|
||||
<h2>Video Information</h2>
|
||||
<div class="info-grid">
|
||||
<div class="info-item">
|
||||
<div class="info-label">Video ID</div>
|
||||
<div class="info-value">{{ video.id }}</div>
|
||||
</div>
|
||||
<div class="info-item">
|
||||
<div class="info-label">Confidence</div>
|
||||
<div class="info-value">{{ "%.2f"|format(video.confidence_score) }}</div>
|
||||
</div>
|
||||
<div class="info-item">
|
||||
<div class="info-label">Routing</div>
|
||||
<div class="info-value">{{ video.routing_decision }}</div>
|
||||
</div>
|
||||
<div class="info-item">
|
||||
<div class="info-label">Model</div>
|
||||
<div class="info-value">{{ video.model_version }}</div>
|
||||
</div>
|
||||
<div class="info-item">
|
||||
<div class="info-label">Frames</div>
|
||||
<div class="info-value">{{ video.frame_count }}</div>
|
||||
</div>
|
||||
<div class="info-item">
|
||||
<div class="info-label">Duration</div>
|
||||
<div class="info-value">{{ "%.1f"|format(video.video_duration) if video.video_duration else 'N/A' }}s</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="card">
|
||||
<h2>Video</h2>
|
||||
<div class="video-player">
|
||||
<video controls style="width: 100%; height: 100%;">
|
||||
<source src="{{ video.file_path }}" type="video/mp4">
|
||||
Video playback not supported in this browser.
|
||||
</video>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="card">
|
||||
<h2>Contributing Frames (Top {{ video.top_k_frames|default(5) }})</h2>
|
||||
<div class="frames-grid">
|
||||
{% for frame in video.contributing_frames %}
|
||||
<div class="frame-thumb">
|
||||
<span>⏱ {{ "%.0f"|format(frame.timestamp) }}s</span>
|
||||
<span class="confidence">{{ "%.2f"|format(frame.confidence) }}</span>
|
||||
</div>
|
||||
{% endfor %}
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="card">
|
||||
<h2>Annotate</h2>
|
||||
<p style="margin-bottom: 12px; color: #666;">Does this video contain the target demographic?</p>
|
||||
<div class="label-toggle">
|
||||
<button class="label-btn {% if video.ground_truth == True %}selected-true{% endif %}" onclick="selectLabel(true)">✓ Yes (MATCH)</button>
|
||||
<button class="label-btn {% if video.ground_truth == False %}selected-false{% endif %}" onclick="selectLabel(false)">✗ No (NO_MATCH)</button>
|
||||
</div>
|
||||
<textarea class="notes" id="notes" placeholder="Optional notes...">{{ video.notes or '' }}</textarea>
|
||||
<button class="submit-btn" id="submitBtn" onclick="submitLabel()" disabled>Submit Label</button>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<script>
|
||||
let selectedLabel = null;
|
||||
|
||||
function selectLabel(value) {
|
||||
selectedLabel = value;
|
||||
document.querySelectorAll('.label-btn').forEach(btn => {
|
||||
btn.classList.remove('selected-true', 'selected-false');
|
||||
});
|
||||
event.target.classList.add(value ? 'selected-true' : 'selected-false');
|
||||
document.getElementById('submitBtn').disabled = false;
|
||||
}
|
||||
|
||||
async function submitLabel() {
|
||||
const videoId = {{ video.id }};
|
||||
const notes = document.getElementById('notes').value;
|
||||
|
||||
const response = await fetch(`/api/review/${videoId}/label`, {
|
||||
method: 'POST',
|
||||
headers: {'Content-Type': 'application/json'},
|
||||
body: JSON.stringify({ground_truth: selectedLabel, notes: notes})
|
||||
});
|
||||
|
||||
if (response.ok) {
|
||||
alert('Label saved successfully!');
|
||||
window.location.href = '/';
|
||||
} else {
|
||||
alert('Error saving label.');
|
||||
}
|
||||
}
|
||||
</script>
|
||||
</body>
|
||||
</html>
|
||||
</div>
|
||||
<script>
|
||||
let selectedLabel = null;
|
||||
function selectLabel(val) {
|
||||
selectedLabel = val;
|
||||
document.getElementById('btn-yes').className = 'label-btn' + (val ? ' sel-true' : '');
|
||||
document.getElementById('btn-no').className = 'label-btn' + (!val ? ' sel-false' : '');
|
||||
document.getElementById('submitBtn').disabled = false;
|
||||
}
|
||||
async function submitLabel() {
|
||||
const btn = document.getElementById('submitBtn');
|
||||
btn.disabled = true; btn.textContent = 'Saving\u2026';
|
||||
const res = await fetch('/api/review/{{ video.video_id }}/label', {
|
||||
method: 'POST',
|
||||
headers: {'Content-Type': 'application/json'},
|
||||
body: JSON.stringify({ground_truth: selectedLabel, notes: document.getElementById('notes').value})
|
||||
});
|
||||
if (res.ok) { window.location.href = '/'; }
|
||||
else { btn.disabled = false; btn.textContent = 'Submit label'; alert('Error saving label.'); }
|
||||
}
|
||||
</script>
|
||||
</body></html>
|
||||
"""
|
||||
|
||||
|
||||
# ------ Entry Point ------
|
||||
# ---------------------------------------------------------------------------
|
||||
# Entry point
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
if __name__ == "__main__":
|
||||
host = os.environ.get("FLASK_HOST", "0.0.0.0")
|
||||
port = int(os.environ.get("FLASK_PORT", "5000"))
|
||||
app.run(host=host, port=port, debug=False)
|
||||
|
||||
|
||||
Reference in New Issue
Block a user