class GemConverter:
regex_number = re.compile(r"-?\d+(\.\d+)?")
def __init__(self, file_system, relational_reader):
self.relational_reader = relational_reader
self.gepls = {}
for gepl in self.relational_reader["GrantedEffectsPerLevel.dat"]:
ge_id = gepl["GrantedEffectsKey"]["Id"]
if ge_id not in self.gepls:
self.gepls[ge_id] = []
self.gepls[ge_id].append(gepl)
self.granted_effect_quality_stats = {}
for geq in self.relational_reader["GrantedEffectQualityStats.dat"]:
ge_id = geq["GrantedEffectsKey"]["Id"]
if ge_id not in self.granted_effect_quality_stats:
self.granted_effect_quality_stats[ge_id] = []
self.granted_effect_quality_stats[ge_id].append(geq)
self.tags = {}
for tag in self.relational_reader["GemTags.dat"]:
name = tag["Tag"]
self.tags[tag["Id"]] = name if name != "" else None
self.max_levels = {}
for row in self.relational_reader["ItemExperiencePerLevel.dat"]:
base_item = row["BaseItemTypesKey"]["Id"]
level = row["ItemCurrentLevel"]
if base_item not in self.max_levels:
self.max_levels[base_item] = level
elif self.max_levels[base_item] < level:
self.max_levels[base_item] = level
self.max_totem_id = relational_reader["SkillTotems.dat"].table_rows
self._skill_totem_life_multipliers = {}
for row in self.relational_reader["SkillTotemVariations.dat"]:
self._skill_totem_life_multipliers[row["SkillTotemsKey"].rowid] = (
row["MonsterVarietiesKey"]["LifeMultiplier"] / 100)
self.skill_stat_filter = StatFilterFile()
self.skill_stat_filter.read(
file_system.get_file(
"Metadata/StatDescriptions/skillpopup_stat_filters.txt"))
def _convert_active_skill(self, active_skill):
stat_conversions = {}
for in_stat, out_stat in zip(active_skill["Input_StatKeys"],
active_skill["Output_StatKeys"]):
stat_conversions[in_stat["Id"]] = out_stat["Id"]
is_skill_totem = active_skill["SkillTotemId"] <= self.max_totem_id
r = {
"id":
active_skill["Id"],
"display_name":
active_skill["DisplayedName"],
"description":
active_skill["Description"],
"types":
self._select_active_skill_types(active_skill["ActiveSkillTypes"]),
"weapon_restrictions": [
ic["Id"]
for ic in active_skill["WeaponRestriction_ItemClassesKeys"]
],
"is_skill_totem":
is_skill_totem,
"is_manually_casted":
active_skill["IsManuallyCasted"],
"stat_conversions":
stat_conversions,
}
if is_skill_totem:
r["skill_totem_life_multiplier"] = self._skill_totem_life_multipliers[
active_skill["SkillTotemId"] - 1]
if active_skill["MinionActiveSkillTypes"]:
r["minion_types"] = self._select_active_skill_types(
active_skill["MinionActiveSkillTypes"])
return r
@classmethod
def _convert_support_gem_specific(cls, granted_effect):
return {
"letter":
granted_effect["SupportGemLetter"],
"supports_gems_only":
granted_effect["SupportsGemsOnly"],
"allowed_types":
cls._select_active_skill_types(
granted_effect["AllowedActiveSkillTypes"]),
"excluded_types":
cls._select_active_skill_types(
granted_effect["ExcludedActiveSkillTypes"]),
"added_types":
cls._select_active_skill_types(
granted_effect["AddedActiveSkillTypes"]),
}
@staticmethod
def _select_active_skill_types(type_ids):
return [ActiveSkillType(t).name for t in type_ids]
def _convert_gepl(self, gepl, multipliers, is_support):
r = {
"required_level": gepl["LevelRequirement"],
}
if gepl["Cooldown"] > 0:
r["cooldown"] = gepl["Cooldown"]
cooldown_bypass_type = CooldownBypassType(
gepl["CooldownBypassType"])
if cooldown_bypass_type is not CooldownBypassType.none:
r["cooldown_bypass_type"] = cooldown_bypass_type.name
if gepl["StoredUses"] > 0:
r["stored_uses"] = gepl["StoredUses"]
if is_support:
r["mana_multiplier"] = gepl["ManaMultiplier"]
else:
r["mana_cost"] = gepl["ManaCost"]
if gepl["DamageEffectiveness"] != 0:
r["damage_effectiveness"] = gepl["DamageEffectiveness"]
if gepl["DamageMultiplier"] != 0:
r["damage_multiplier"] = gepl["DamageMultiplier"]
if gepl["CriticalStrikeChance"] > 0:
r["crit_chance"] = gepl["CriticalStrikeChance"]
if gepl["AttackSpeedMultiplier"] != 0:
r["attack_speed_multiplier"] = gepl["AttackSpeedMultiplier"]
if gepl["VaalSouls"] > 0:
r["vaal"] = {
"souls": gepl["VaalSouls"],
"stored_uses": gepl["VaalStoredUses"]
}
mana_reservation_override = gepl["ManaReservationOverride"]
if mana_reservation_override > 0:
r["mana_reservation_override"] = mana_reservation_override
stats = []
for k, v in gepl["Stats"]:
stats.append({"id": k["Id"], "value": v})
for k in gepl["StatsKeys2"]:
stats.append({"id": k["Id"], "value": 1})
r["stats"] = stats
q_stats = []
if gepl["GrantedEffectsKey"][
"Id"] in self.granted_effect_quality_stats:
for geq in self.granted_effect_quality_stats[
gepl["GrantedEffectsKey"]["Id"]]:
for k, v in zip(geq["StatsKeys"], geq["StatsValuesPermille"]):
q_stats.append({
"id": k["Id"],
"value": v,
"set": geq["SetId"]
})
r["quality_stats"] = q_stats
if multipliers is not None:
stat_requirements = {}
gtype = GemTypes.support if is_support else GemTypes.active
for stat_type, multi in multipliers.items():
if multi == 0 or multi == 33 or multi == 34 or multi == 50:
# 33 and 34 are from white gems (Portal, Vaal Breach, Detonate Mine), which have no requirements
req = 0
elif multi == 50:
# 50 is from SupportTutorial ("Lesser Reduced Mana Cost Support"), for which I
# have no idea what the requirements are.
print("Unknown multiplier (50) for " +
gepl["GrantedEffectsKey"]["Id"])
req = 0
else:
req = gem_stat_requirement(gepl["LevelRequirement"], gtype,
multi)
stat_requirements[stat_type] = req
r["stat_requirements"] = stat_requirements
return r
def _convert_base_item_specific(self, base_item_type, obj):
if base_item_type is None:
obj["base_item"] = None
return
obj["base_item"] = {
"id": base_item_type["Id"],
"display_name": base_item_type["Name"],
"release_state": get_release_state(base_item_type["Id"]).name,
}
key = SkillParserShared._SKILL_ID_TO_PROJECTILE_MAP.get(
base_item_type["Name"])
if key:
obj["projectile_speed"] = self.relational_reader[
"Projectiles.dat"].index["Id"]["Metadata/Projectiles/" +
key]["ProjectileSpeed"]
def convert(self, base_item_type, granted_effect, secondary_granted_effect,
gem_tags, multipliers):
is_support = granted_effect["IsSupport"]
obj = {"is_support": is_support}
if gem_tags is None:
obj["tags"] = None
else:
obj["tags"] = [tag["Id"] for tag in gem_tags]
if is_support:
obj["support_gem"] = self._convert_support_gem_specific(
granted_effect)
else:
obj["cast_time"] = granted_effect["CastTime"]
obj["active_skill"] = self._convert_active_skill(
granted_effect["ActiveSkillsKey"])
game_file_name = self._get_translation_file_name(
obj.get("active_skill"))
obj["stat_translation_file"] = STAT_TRANSLATION_DICT[game_file_name]
self._convert_base_item_specific(base_item_type, obj)
if secondary_granted_effect:
obj["secondary_granted_effect"] = secondary_granted_effect["Id"]
# GrantedEffectsPerLevel
gepls = self.gepls[granted_effect["Id"]]
gepls.sort(key=lambda g: g["Level"])
gepls_dict = {}
for gepl in gepls:
gepl_converted = self._convert_gepl(gepl, multipliers, is_support)
gepls_dict[gepl["Level"]] = gepl_converted
obj["per_level"] = gepls_dict
# GrantedEffectsPerLevel that do not change with level
# makes using the json harder, but makes the json *a lot* smaller (would be like 3 times larger)
obj["static"] = {}
if len(gepls) >= 1:
representative = gepls_dict[gepls[0]["Level"]]
static, _ = _handle_dict(representative, gepls_dict.values())
if static is not None:
obj["static"] = static
return obj
@staticmethod
def _normalize_stat_arrays(values):
# normalize arrays for each level so they all contain the same stats (set to None if missing for a level)
i = 0
while i < max(len(pl["stats"]) for pl in values):
id_map = {None: 0}
for pl in values:
stats = pl["stats"]
if i >= len(stats):
stats.append(None)
if stats[i] is None:
id_map[None] += 1
continue
if stats[i]["id"] not in id_map:
id_map[stats[i]["id"]] = 1
else:
id_map[stats[i]["id"]] += 1
if (id_map[None] > 0 and len(id_map) > 1) or len(id_map) > 2:
# Not all are the same stat.
# Take the most often occurring stat except None and insert None when pl has a
# different stat.
del id_map[None]
taken = max(id_map, key=lambda k: id_map[k])
taken_text = None
for pl in values:
stats = pl["stats"]
if stats[i] is not None:
if stats[i]["id"] != taken:
stats.insert(i, None)
else:
taken_text = stats[i]["text"]
for pl in values:
stats = pl["stats"]
if stats[i] is None:
stats[i] = {
"id": taken,
"text": taken_text,
"values": None
}
i += 1
def _get_translation_file_name(self, active_skill):
if active_skill is None:
return "gem_stat_descriptions.txt"
stat_filter_group = self.skill_stat_filter.skills.get(
active_skill["id"])
if stat_filter_group is not None:
return stat_filter_group.translation_file_path.replace(
"Metadata/StatDescriptions/", "")
else:
return "skill_stat_descriptions.txt"
class GemConverter:
regex_number = re.compile(r'-?\d+(\.\d+)?')
def __init__(self, ggpk, relational_reader, translation_file_cache):
self.relational_reader = relational_reader
self.translation_file_cache = translation_file_cache
self.gepls = {}
for gepl in self.relational_reader['GrantedEffectsPerLevel.dat']:
ge_id = gepl['GrantedEffectsKey']['Id']
if ge_id not in self.gepls:
self.gepls[ge_id] = []
self.gepls[ge_id].append(gepl)
self.tags = {}
for tag in self.relational_reader['GemTags.dat']:
name = tag['Tag']
self.tags[tag['Id']] = name if name != '' else None
self.max_levels = {}
for row in self.relational_reader['ItemExperiencePerLevel.dat']:
base_item = row['BaseItemTypesKey']['Id']
level = row['ItemCurrentLevel']
if base_item not in self.max_levels:
self.max_levels[base_item] = level
elif self.max_levels[base_item] < level:
self.max_levels[base_item] = level
self.max_totem_id = relational_reader['SkillTotems.dat'].table_rows
self._skill_totem_life_multipliers = {}
for row in self.relational_reader['SkillTotemVariations.dat']:
self._skill_totem_life_multipliers[row['SkillTotemsKey'].rowid] = \
row['MonsterVarietiesKey']['LifeMultiplier'] / 100
self.skill_stat_filter = StatFilterFile()
self.skill_stat_filter.read(ggpk['Metadata/StatDescriptions/skillpopup_stat_filters.txt'].record.extract())
def _convert_active_skill(self, active_skill):
stat_conversions = {}
for in_stat, out_stat in zip(active_skill['Input_StatKeys'], active_skill['Output_StatKeys']):
stat_conversions[in_stat['Id']] = out_stat['Id']
is_skill_totem = (active_skill['SkillTotemId'] <= self.max_totem_id)
r = {
'id': active_skill['Id'],
'display_name': active_skill['DisplayedName'],
'description': active_skill['Description'],
'types': self._select_active_skill_types(active_skill['ActiveSkillTypes']),
'weapon_restrictions': [ic['Id'] for ic in active_skill['WeaponRestriction_ItemClassesKeys']],
'is_skill_totem': is_skill_totem,
'is_manually_casted': active_skill['IsManuallyCasted'],
'stat_conversions': stat_conversions
}
if is_skill_totem:
r['skill_totem_life_multiplier'] = self._skill_totem_life_multipliers[active_skill['SkillTotemId'] - 1]
if active_skill['MinionActiveSkillTypes']:
r['minion_types'] = self._select_active_skill_types(active_skill['MinionActiveSkillTypes'])
return r
@classmethod
def _convert_support_gem_specific(cls, granted_effect):
return {
'letter': granted_effect['SupportGemLetter'],
'supports_gems_only': granted_effect['SupportsGemsOnly'],
'allowed_types': cls._select_active_skill_types(granted_effect['AllowedActiveSkillTypes']),
'excluded_types': cls._select_active_skill_types(granted_effect['ExcludedActiveSkillTypes']),
'added_types': cls._select_active_skill_types(granted_effect['AddedActiveSkillTypes']),
}
@staticmethod
def _select_active_skill_types(type_ids):
return [ActiveSkillType(t).name for t in type_ids]
def _convert_gepl(self, gepl, multipliers, is_support):
r = {
'required_level': gepl['LevelRequirement'],
}
if gepl['Cooldown'] > 0:
r['cooldown'] = gepl['Cooldown']
cooldown_bypass_type = CooldownBypassType(gepl['CooldownBypassType'])
if cooldown_bypass_type is not CooldownBypassType.none:
r['cooldown_bypass_type'] = cooldown_bypass_type.name
if gepl['StoredUses'] > 0:
r['stored_uses'] = gepl['StoredUses']
if is_support:
r['mana_multiplier'] = gepl['ManaMultiplier']
else:
r['mana_cost'] = gepl['ManaCost']
if gepl['DamageEffectiveness'] != 0:
r['damage_effectiveness'] = gepl['DamageEffectiveness']
if gepl['DamageMultiplier'] != 0:
r['damage_multiplier'] = gepl['DamageMultiplier']
if gepl['CriticalStrikeChance'] > 0:
r['crit_chance'] = gepl['CriticalStrikeChance']
if gepl['VaalSouls'] > 0:
r['vaal'] = {
'souls': gepl['VaalSouls'],
'stored_uses': gepl['VaalStoredUses']
}
mana_reservation_override = gepl['ManaReservationOverride']
if mana_reservation_override > 0:
r['mana_reservation_override'] = mana_reservation_override
stats = []
for k, v in gepl['Stats']:
stats.append({
'id': k['Id'],
'value': v
})
for k in gepl['StatsKeys2']:
stats.append({
'id': k['Id'],
'value': 1
})
r['stats'] = stats
q_stats = []
for k, v in gepl['QualityStats']:
q_stats.append({
'id': k['Id'],
'value': v
})
r['quality_stats'] = q_stats
if multipliers is not None:
stat_requirements = {}
gtype = GemTypes.support if is_support else GemTypes.active
for stat_type, multi in multipliers.items():
if multi == 0 or multi == 33 or multi == 34 or multi == 50:
# 33 and 34 are from white gems (Portal, Vaal Breach, Detonate Mine), which have no requirements
req = 0
elif multi == 50:
# 50 is from SupportTutorial ("Lesser Reduced Mana Cost Support"), for which I
# have no idea what the requirements are.
print("Unknown multiplier (50) for " + gepl['GrantedEffectsKey']['Id'])
req = 0
else:
req = gem_stat_requirement(gepl['LevelRequirement'], gtype, multi)
stat_requirements[stat_type] = req
r['stat_requirements'] = stat_requirements
return r
def _convert_base_item_specific(self, base_item_type, obj):
if base_item_type is None:
obj['base_item'] = None
return
obj['base_item'] = {
'id': base_item_type['Id'],
'display_name': base_item_type['Name'],
'release_state': get_release_state(base_item_type['Id']).name,
}
key = SkillParserShared._SKILL_ID_TO_PROJECTILE_MAP.get(base_item_type['Name'])
if key:
obj['projectile_speed'] = \
self.relational_reader['Projectiles.dat'].index['Id']['Metadata/Projectiles/' + key]['ProjectileSpeed']
def convert(self, base_item_type, granted_effect, secondary_granted_effect, gem_tags, multipliers):
is_support = granted_effect['IsSupport']
obj = {
'is_support': is_support
}
if gem_tags is None:
obj['tags'] = None
else:
obj['tags'] = [tag['Id'] for tag in gem_tags]
if is_support:
obj['support_gem'] = self._convert_support_gem_specific(granted_effect)
else:
obj['cast_time'] = granted_effect['CastTime']
obj['active_skill'] = self._convert_active_skill(granted_effect['ActiveSkillsKey'])
game_file_name = self._get_translation_file_name(obj.get('active_skill'))
obj['stat_translation_file'] = STAT_TRANSLATION_DICT[game_file_name]
self._convert_base_item_specific(base_item_type, obj)
if secondary_granted_effect:
obj['secondary_granted_effect'] = secondary_granted_effect['Id']
# GrantedEffectsPerLevel
gepls = self.gepls[granted_effect['Id']]
gepls.sort(key=lambda g: g['Level'])
gepls_dict = {}
for gepl in gepls:
gepl_converted = self._convert_gepl(gepl, multipliers, is_support)
gepls_dict[gepl['Level']] = gepl_converted
obj['per_level'] = gepls_dict
tp_per_level = {level: self._to_tooltip(obj, level, gepls_dict.values(), for_level)
for level, for_level in gepls_dict.items()}
tooltip = {
'per_level': tp_per_level
}
if len(gepls) > 0:
self._normalize_stat_arrays(tp_per_level.values())
# 'id' was only there for normalizing the arrays and is not needed for the tooltip
for pl in tp_per_level.values():
stats = pl['stats']
for i in range(len(stats)):
del stats[i]['id']
# GrantedEffectsPerLevel that do not change with level
# makes using the json harder, but makes the json *a lot* smaller (would be like 3 times larger)
obj['static'] = {}
tooltip['static'] = {}
if len(gepls) >= 1:
representative = gepls_dict[gepls[0]['Level']]
static, _ = _handle_dict(representative, gepls_dict.values())
if static is not None:
obj['static'] = static
representative = next(iter(tooltip['per_level'].values()))
static, _ = _handle_dict(representative, tp_per_level.values())
if static is not None:
tooltip['static'] = static
for stats in (pl['stats'] for pl in tp_per_level.values() if 'stats' in pl):
for i in range(len(stats)):
if stats[i] is not None and 'values' in stats[i] and stats[i]['values'] is None:
del stats[i]['values']
return obj, tooltip
@staticmethod
def _normalize_stat_arrays(values):
# normalize arrays for each level so they all contain the same stats (set to None if missing for a level)
i = 0
while i < max(len(pl['stats']) for pl in values):
id_map = {None: 0}
for pl in values:
stats = pl['stats']
if i >= len(stats):
stats.append(None)
if stats[i] is None:
id_map[None] += 1
continue
if stats[i]['id'] not in id_map:
id_map[stats[i]['id']] = 1
else:
id_map[stats[i]['id']] += 1
if (id_map[None] > 0 and len(id_map) > 1) or len(id_map) > 2:
# Not all are the same stat.
# Take the most often occurring stat except None and insert None when pl has a
# different stat.
del id_map[None]
taken = max(id_map, key=lambda k: id_map[k])
taken_text = None
for pl in values:
stats = pl['stats']
if stats[i] is not None:
if stats[i]['id'] != taken:
stats.insert(i, None)
else:
taken_text = stats[i]['text']
for pl in values:
stats = pl['stats']
if stats[i] is None:
stats[i] = {
'id': taken,
'text': taken_text,
'values': None
}
i += 1
def _to_tooltip(self, gem, level, all_levels, for_level):
has_base_item = gem.get('base_item') is not None
has_active_skill = gem.get('active_skill') is not None
# name
if has_base_item:
name = gem['base_item']['display_name']
elif has_active_skill:
name = gem['active_skill']['display_name']
else:
name = "Unknown"
properties = []
# tags
if gem['tags'] is not None:
ts = (self.tags[t] for t in gem['tags'] if self.tags[t] is not None)
properties.append(", ".join(ts))
else:
properties.append("")
# level
p = "Level: {0}"
if has_base_item:
max_level = self.max_levels.get(gem['base_item']['id'])
if max_level is None or level >= max_level:
p += " (Max)"
properties.append({
"text": p,
"value": level
})
if 'mana_multiplier' in for_level \
and any(l['mana_multiplier'] != 100 for l in all_levels):
properties.append({
"text": "Mana Multiplier: {0}%",
"value": for_level['mana_multiplier']
})
if 'mana_cost' in for_level and for_level['mana_cost'] > 0:
p = "Mana Cost: {0}"
if has_active_skill:
types = gem['active_skill']['types']
if ActiveSkillType.mana_cost_is_reservation.name in types \
and ActiveSkillType.totem.name not in types:
p = "Mana Reserved: {0}"
if ActiveSkillType.mana_cost_is_percentage.name in types:
p += "%"
properties.append({
"text": p,
"value": for_level['mana_cost']
})
if 'mana_reservation_override' in for_level:
properties.append({
"text": "Mana Reservation Override: {0}%",
"value": for_level['mana_reservation_override']
})
if 'vaal' in for_level:
properties.append({
"text": "Souls Per Use: {0}",
"value": for_level['vaal']['souls']
})
properties.append({
"text": "Can Store {0} Use",
"value": for_level['vaal']['stored_uses']
})
if 'cooldown' in for_level:
p = "Cooldown Time: {0} sec"
vs = [float(for_level['cooldown'] / 1000)]
if 'stored_uses' in for_level and for_level['stored_uses'] > 1:
p += " ({1} uses)"
vs.append(for_level['stored_uses'])
properties.append({
"text": p,
"values": vs
})
if 'cast_time' in gem:
properties.append({
"text": "Cast Time: {0} sec",
"value": float(gem['cast_time'] / 1000)
})
if 'crit_chance' in for_level:
properties.append({
"text": "Critical Strike Chance: {0}%",
"value": float(for_level['crit_chance'] / 100)
})
if any('damage_effectiveness' in l for l in all_levels):
damage_effectiveness = for_level['damage_effectiveness'] \
if 'damage_effectiveness' in for_level else 0
properties.append({
"text": "Damage Effectiveness: {0}%",
"value": damage_effectiveness + 100
})
requirements = []
p = "Requires Level {0}"
vs = [for_level['required_level']]
if 'stat_requirements' in for_level:
i = 1
sr = for_level['stat_requirements']
if 'str' in sr and sr['str'] > 0:
p += ", {%i} Str" % i
vs.append(sr['str'])
i += 1
if 'dex' in sr and sr['dex'] > 0:
p += ", {%i} Dex" % i
vs.append(sr['dex'])
i += 1
if 'int' in sr and sr['int'] > 0:
p += ", {%i} Int" % i
vs.append(sr['int'])
i += 1
requirements.append({
"text": p,
"values": vs
})
description = []
if has_active_skill and gem['active_skill']['description'] is not None:
description.append(gem['active_skill']['description'])
tf = self.translation_file_cache[self._get_translation_file_name(gem.get('active_skill'))]
stats = []
if any('damage_multiplier' in l for l in all_levels):
damage_multiplier = for_level['damage_multiplier'] if 'damage_multiplier' in for_level else 0
stats.append({
"id": ' ', # spaces can't appear in stat ids
"text": "Deals {0}% of Base Attack Damage",
"value": (damage_multiplier / 100) + 100
})
stats.extend(self._tooltip_stats(tf, for_level['stats'], are_quality_stats=False))
quality_stats = list(self._tooltip_stats(tf, for_level['quality_stats'], are_quality_stats=True))
return {
'name': name,
'properties': properties,
'requirements': requirements,
'description': description,
'stats': stats,
'quality_stats': quality_stats
}
def _get_translation_file_name(self, active_skill):
if active_skill is None:
return 'gem_stat_descriptions.txt'
stat_filter_group = self.skill_stat_filter.skills.get(active_skill['id'])
if stat_filter_group is not None:
return stat_filter_group.translation_file_path.replace('Metadata/StatDescriptions/', '')
else:
return 'skill_stat_descriptions.txt'
def _tooltip_stats(self, tf, for_level, are_quality_stats):
divisor = 50 if are_quality_stats else 1
tr = tf.get_translation(
tags=[s['id'] for s in for_level],
values=[s['value'] / divisor for s in for_level],
full_result=True
)
divisor = 20 if are_quality_stats else 1
for i, line in enumerate(tr.lines):
line = line.strip()
vs = []
for match in self.regex_number.finditer(line):
string = match.group(0)
if '.' in string or divisor != 1:
vs.append(float(string) / divisor)
else:
vs.append(int(string))
match_i = [-1]
def repl(_):
match_i[0] += 1
return "{%d}" % match_i[0]
line = self.regex_number.sub(repl, line)
stat = {
"text": line,
"values": vs
}
if not are_quality_stats:
stat["id"] = ','.join(tr.found_ids[i])
yield stat
