Files
tft/backend/tft/staticdata/parse.py
team3 c450841822 Mechanisches Boardstärke-Modell: Statsheet aus cdragon-Exaktdaten, sqrt(eHP×DPS), Tier-Anker, Tau-Fit
A/B auf 38 Holdout-Matches: mechanical 0.724 vs legacy 0.695. Promotion durchgeführt.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-23 08:52:56 +02:00

150 lines
4.6 KiB
Python

"""Normalize the raw Community Dragon TFT JSON into flat unit/trait/item tables.
Fails loudly on missing keys — never guess through structure drift.
"""
import re
CDRAGON_GAME = "https://raw.communitydragon.org/latest/game"
DAMAGE_TAG_RE = re.compile(
r"<(magicDamage|physicalDamage|trueDamage)>(.*?)</\1>", re.S
)
VAR_RE = re.compile(r"@([A-Za-z0-9_]+?)(?:\*[\d.]+)?@")
# Reihenfolge = Priorität; ADDamage/APDamage werden gesondert addiert.
DAMAGE_FALLBACKS = (
"Damage", "DamageAP", "DamageAD", "SpellDamage",
"DamagePerSecond", "TrueDamagePerSecond", "BonusDamageOnAttack",
)
TAG_TO_TYPE = {"magicDamage": "magic", "physicalDamage": "physical", "trueDamage": "true"}
def resolve_spell(ability: dict) -> dict:
"""Spell-Schaden pro Stern aus Desc-Markup + Variablen auflösen.
Stern-Konvention der Arrays: value[1..3] = 1-3 Sterne (verifiziert).
"""
desc = ability.get("desc") or ""
variables = {v["name"]: v["value"] for v in ability.get("variables", [])
if v.get("value")}
def get(name: str):
val = variables.get(name)
return val if val and any(val) else None
dmg_type = None
array = None
for m in DAMAGE_TAG_RE.finditer(desc):
for vm in VAR_RE.finditer(m.group(2)):
name = vm.group(1)
array = get(name) or get(name.removeprefix("Modified"))
if array:
dmg_type = TAG_TO_TYPE[m.group(1)]
break
if array:
break
if array is None:
ad, ap = get("ADDamage"), get("APDamage")
if ad and ap:
array = [a + b for a, b in zip(ad, ap)]
else:
for name in DAMAGE_FALLBACKS:
array = get(name)
if array:
break
has_ap = "%i:scaleAP%" in desc
has_ad = "%i:scaleAD%" in desc
scaling = "both" if has_ap and has_ad else "ap" if has_ap else "ad" if has_ad else None
return {
"spell_damage": array,
"spell_damage_type": dmg_type or ("magic" if array else None),
"spell_scaling": scaling,
}
def icon_url(asset_path: str) -> str:
p = asset_path.lower()
for ext in (".tex", ".dds"):
if p.endswith(ext):
p = p[: -len(ext)] + ".png"
return f"{CDRAGON_GAME}/{p}"
def detect_set(raw: dict) -> int:
candidates = [
int(k) for k, v in raw["sets"].items() if v.get("champions")
]
if not candidates:
raise ValueError("no set with champions found in cdragon data")
return max(candidates)
def parse(raw: dict, set_override: int | None = None) -> dict:
set_number = set_override if set_override is not None else detect_set(raw)
set_data = raw["sets"][str(set_number)]
units = {}
for c in set_data["champions"]:
if not c["traits"] or "Minion" in c["apiName"]:
continue # PvE monsters, summons (z.B. TFT17_IvernMinion)
units[c["apiName"]] = {
"api_name": c["apiName"],
"name": c["name"],
"cost": c["cost"],
"traits": c["traits"],
"role": c.get("role"),
"stats": c["stats"],
"ability_name": c["ability"]["name"],
"icon": icon_url(c["squareIcon"]),
**resolve_spell(c["ability"]),
}
traits = {}
trait_name_to_api = {}
for t in set_data["traits"]:
traits[t["apiName"]] = {
"api_name": t["apiName"],
"name": t["name"],
"breakpoints": [
{"min_units": e["minUnits"], "style": e["style"],
"variables": e.get("variables") or {}}
for e in t["effects"]
],
"icon": icon_url(t["icon"]),
}
trait_name_to_api[t["name"]] = t["apiName"]
# Champion traits are display names; map them to api names.
for u in units.values():
u["traits"] = [trait_name_to_api[name] for name in u["traits"]]
set_prefix = f"TFT{set_number}_"
items = {}
augments = {}
for i in raw["items"]:
api = i["apiName"]
if not (api.startswith(set_prefix) or api.startswith("TFT_Item_")):
continue
entry = {
"api_name": api,
"name": i["name"],
"composition": i["composition"],
"effects": i.get("effects") or {},
"icon": icon_url(i["icon"]) if i["icon"] else None,
}
if "Augment" in api:
augments[api] = entry
else:
items[api] = entry
return {
"meta": {"set": set_number, "set_name": set_data["name"]},
"units": units,
"traits": traits,
"items": items,
"augments": augments,
}