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Update Healer Man server
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"""Render measured Bite-Sized boss fight times and five-seat damage as PNGs."""
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import argparse
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import json
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import statistics
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from pathlib import Path
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from PIL import Image, ImageDraw, ImageFont
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SEAT_COLORS = ("#5a9bd5", "#8c76c7", "#e2a34f", "#d96276", "#68b596")
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def font(size):
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for name in ("arial.ttf", "DejaVuSans.ttf"):
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try:
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return ImageFont.truetype(name, size)
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except OSError:
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pass
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return ImageFont.load_default()
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def label(boss):
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dungeon = boss["dungeonId"].replace("bite-sized-", "").replace("-", " ").title()
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return f"{dungeon} · {boss['name']}"
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def time_color(seconds):
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if seconds is None:
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return "#353c48"
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if seconds < 25:
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return "#5388bf"
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if seconds <= 45:
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return "#54aa79"
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if seconds <= 60:
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return "#e2b34f"
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return "#d96460"
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def render_times(data, output):
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bosses = data["bosses"]
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levels = data["levels"]
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rows = {(row["dungeonId"], row["bossId"], row["level"]): row for row in data["results"]}
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x0, y0, cell_w, cell_h = 370, 105, 14, 19
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width = x0 + len(levels) * cell_w + 130
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height = y0 + len(bosses) * cell_h + 90
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image = Image.new("RGB", (width, height), "#f7f7f5")
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draw = ImageDraw.Draw(image)
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draw.text((20, 12), "Bite-Sized boss kill times by level", font=font(24), fill="#17212b")
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draw.text((20, 46), "Measured 5-seat Discipline Priest party · normal difficulty · isolated boss, no travel or boss attacks",
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font=font(13), fill="#4a5562")
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for x in levels:
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if x == 1 or x % 10 == 0 or x == 80:
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cx = x0 + levels.index(x) * cell_w
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draw.text((cx - 4, y0 - 25), str(x), font=font(11), fill="#334155")
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draw.line((cx, y0 - 3, cx, y0 + len(bosses) * cell_h), fill="#d8dce0", width=1)
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for index, boss in enumerate(bosses):
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y = y0 + index * cell_h
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if index and bosses[index - 1]["dungeonId"] != boss["dungeonId"]:
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draw.line((15, y - 1, width - 20, y - 1), fill="#9ca9b2", width=1)
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draw.text((20, y + 2), label(boss)[:47], font=font(11), fill="#24303a")
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times = []
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for level_index, level in enumerate(levels):
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row = rows.get((boss["dungeonId"], boss["id"], level))
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x = x0 + level_index * cell_w
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seconds = row["seconds"] if row else None
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draw.rectangle((x + 1, y + 1, x + cell_w - 1, y + cell_h - 2),
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fill=time_color(seconds) if row else "#dce0e4")
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if row and seconds is not None:
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times.append(seconds)
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if times:
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draw.text((x0 + len(levels) * cell_w + 12, y + 2), f"{min(times):.0f}–{max(times):.0f}s",
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font=font(11), fill="#334155")
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y = y0 + len(bosses) * cell_h + 18
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for index, (color, caption) in enumerate((
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("#5388bf", "<25s"), ("#54aa79", "25–45s target"),
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("#e2b34f", "45–60s"), ("#d96460", ">60s"),
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("#353c48", "timeout"), ("#dce0e4", "unmeasured"),
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)):
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x = 20 + index * 175
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draw.rectangle((x, y, x + 18, y + 15), fill=color)
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draw.text((x + 25, y), caption, font=font(12), fill="#334155")
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image.save(output)
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def render_seats(data, output, level=60):
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bosses = data["bosses"]
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rows = {(row["dungeonId"], row["bossId"]): row for row in data["results"] if row["level"] == level}
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x0, y0, bar_w, cell_h = 370, 125, 820, 21
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width, height = x0 + bar_w + 150, y0 + len(bosses) * cell_h + 70
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image = Image.new("RGB", (width, height), "#f7f7f5")
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draw = ImageDraw.Draw(image)
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draw.text((20, 12), f"Bite-Sized boss damage by party seat · level {level}", font=font(24), fill="#17212b")
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draw.text((20, 46), "Measured effective boss damage · fixed Ready Discipline Priest party · each row totals 100%",
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font=font(13), fill="#4a5562")
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for index, name in enumerate(("Priest player", "Prot Warrior", "MM Hunter", "Fire Mage", "Assassination Rogue")):
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x = 20 + index * 225
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draw.rectangle((x, 80, x + 16, 95), fill=SEAT_COLORS[index])
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draw.text((x + 22, 79), name, font=font(12), fill="#334155")
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for index, boss in enumerate(bosses):
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y = y0 + index * cell_h
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if index and bosses[index - 1]["dungeonId"] != boss["dungeonId"]:
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draw.line((15, y - 1, width - 20, y - 1), fill="#9ca9b2", width=1)
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draw.text((20, y + 2), label(boss)[:47], font=font(11), fill="#24303a")
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row = rows.get((boss["dungeonId"], boss["id"]))
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if not row:
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continue
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damages = [row["damageByActor"].get(seat["id"], 0) for seat in row["seats"]]
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total = max(sum(damages), 1)
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offset = x0
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for seat_index, damage in enumerate(damages):
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segment = round(bar_w * damage / total)
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if segment:
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draw.rectangle((offset, y + 2, offset + segment - 1, y + cell_h - 3),
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fill=SEAT_COLORS[seat_index])
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offset += segment
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draw.text((x0 + bar_w + 12, y + 2),
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f"{row['seconds']:.1f}s" if row["seconds"] is not None else "timeout",
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font=font(11), fill="#334155")
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image.save(output)
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def render_summary(data, output):
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rows = data["results"]
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levels = data["levels"]
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bosses = data["bosses"]
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measured = [row for row in rows if row["seconds"] is not None]
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timeouts = [row for row in rows if row["seconds"] is None]
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low = [row for row in measured if row["seconds"] < 25]
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high = [row for row in measured if row["seconds"] > 45]
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middle = [row for row in measured if 25 <= row["seconds"] <= 45]
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lines = [
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"# Bite-Sized boss balance sweep",
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"",
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f"- Measured fights: {len(rows)} of {len(levels) * len(bosses)} ({len(bosses)} bosses × {len(levels)} levels).",
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f"- Target window (25–45 s): {len(middle)}; under 25 s: {len(low)}; over 45 s: {len(high)}; timeouts: {len(timeouts)}.",
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"- Method: fixed Ready Discipline Priest party, normal difficulty, live companion AI and deterministic player rotation.",
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"- Limits: isolated stationary boss, no boss attacks, no travel, and one party seed. These are measured simulations, not live clear times.",
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"",
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"## Outlier levels",
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"",
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"| Level | Under 25 s | Over 45 s | Timeouts | Fastest | Slowest |",
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"| ---: | ---: | ---: | ---: | ---: | ---: |",
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]
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for level in levels:
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level_rows = [row for row in rows if row["level"] == level]
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level_times = [row["seconds"] for row in level_rows if row["seconds"] is not None]
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under = sum(row["seconds"] is not None and row["seconds"] < 25 for row in level_rows)
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over = sum(row["seconds"] is not None and row["seconds"] > 45 for row in level_rows)
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timed_out = sum(row["seconds"] is None for row in level_rows)
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if under or over or timed_out:
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lines.append(f"| {level} | {under} | {over} | {timed_out} | "
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f"{min(level_times):.1f}s | {max(level_times):.1f}s |")
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level_60 = [row for row in measured if row["level"] == 60]
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if level_60:
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shares = [[] for _ in range(5)]
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for row in level_60:
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amounts = [row["damageByActor"].get(seat["id"], 0) for seat in row["seats"]]
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total = max(sum(amounts), 1)
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for index, amount in enumerate(amounts):
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shares[index].append(amount / total * 100)
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lines += [
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"",
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"## Level 60",
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"",
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f"- Kill-time range: {min(row['seconds'] for row in level_60):.1f}–{max(row['seconds'] for row in level_60):.1f} s; median {statistics.median(row['seconds'] for row in level_60):.1f} s.",
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"- Mean per-boss effective damage share: "
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+ ", ".join(f"{name} {statistics.mean(share):.1f}%" for name, share in zip(
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("Priest player", "Prot Warrior", "MM Hunter", "Fire Mage", "Assassination Rogue"), shares)) + ".",
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]
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output.write_text("\n".join(lines).rstrip() + "\n", encoding="utf8")
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def main():
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parser = argparse.ArgumentParser()
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parser.add_argument("input", type=Path)
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parser.add_argument("--output", type=Path, default=None)
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parser.add_argument("--seat-level", type=int, default=60)
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arguments = parser.parse_args()
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data = json.loads(arguments.input.read_text(encoding="utf8"))
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if arguments.seat_level not in data["levels"]:
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parser.error("--seat-level must be one of the measured levels in the report")
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output = arguments.output or arguments.input.parent
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output.mkdir(parents=True, exist_ok=True)
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render_times(data, output / "boss-kill-times-levels-1-80.png")
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render_seats(data, output / f"boss-damage-shares-level-{arguments.seat_level}.png",
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arguments.seat_level)
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render_summary(data, output / "summary.md")
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print(output)
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if __name__ == "__main__":
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main()
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