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event_analyzer.py
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import json
import os
from typing import MutableMapping
import ujson
# Please don't mind this truly horrifying list of global variables.
# Lord have mercy on my soul
missing = "[tag missing]"
indent = " "
all_ids = {}
dupe_ids = []
event_flat = {}
valid_records = {
"location": {
"any": [],
"beach": {},
"desert": {},
"forest": {},
"mountainous": {},
"plains": {},
"wetlands": {},
},
"weight": {},
"season": {
"any": [],
"newleaf": [],
"greenleaf": [],
"leaf-fall": [],
"leaf-bare": [],
},
"sub_type": {
"war": [],
"romance": [],
"murder": [],
"old_age": [],
"mass_death": [],
"adoption": [],
"murder_reveal": [],
"accessory": [],
"ceremony": [],
},
"tags": {
"classic": [],
"cruel_season": [],
"clan": {},
"no_body": [],
"skill_trait_required": [],
"clan_wide": [],
"all_lives": [],
"some_lives": [],
"lives_remain": [],
"high_lives": [],
"mid_lives": [],
"low_lives": [],
},
"new_accessory": {},
"injury": {"cats": {"m_c": [], "r_c": [], "n_c": []}, "injuries": {}, "scars": {}},
"m_c": {
"age": {
"any": [],
"newborn": [],
"kitten": [],
"adolescent": [],
"young adult": [],
"adult": [],
"senior adult": [],
"senior": [],
},
"status": {
"any": [],
"newborn": [],
"kitten": [],
"apprentice": [],
"warrior": [],
"medicine cat apprentice": [],
"medicine cat": [],
"mediator apprentice": [],
"mediator": [],
"elder": [],
"deputy": [],
"leader": [],
},
"relationship_status": {
"siblings": [],
"mates": [],
"not_mates": [],
"parent/child": [],
"child/parent": [],
"app/mentor": [],
"mentor/app": [],
"romantic": [],
"platonic": [],
"dislike": [],
"comfortable": [],
"jealousy": [],
"admiration": [],
"trust": [],
},
"skill": {
"TEACHER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"HUNTER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"FIGHTER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"RUNNER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"CLIMBER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"SWIMMER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"SPEAKER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"MEDIATOR": {"0": [], "1": [], "2": [], "3": [], "4": []},
"CLEVER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"INSIGHTFUL": {"0": [], "1": [], "2": [], "3": [], "4": []},
"SENSE": {"0": [], "1": [], "2": [], "3": [], "4": []},
"KIT": {"0": [], "1": [], "2": [], "3": [], "4": []},
"STORY": {"0": [], "1": [], "2": [], "3": [], "4": []},
"LORE": {"0": [], "1": [], "2": [], "3": [], "4": []},
"CAMP": {"0": [], "1": [], "2": [], "3": [], "4": []},
"HEALER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"STAR": {"0": [], "1": [], "2": [], "3": [], "4": []},
"DUSK": {"0": [], "1": [], "2": [], "3": [], "4": []},
"OMEN": {"0": [], "1": [], "2": [], "3": [], "4": []},
"DREAM": {"0": [], "1": [], "2": [], "3": [], "4": []},
"CLAIRVOYANT": {"0": [], "1": [], "2": [], "3": [], "4": []},
"PROPHET": {"0": [], "1": [], "2": [], "3": [], "4": []},
"GHOST": {"0": [], "1": [], "2": [], "3": [], "4": []},
"DARK": {"0": [], "1": [], "2": [], "3": [], "4": []},
},
"not_skill": {
"TEACHER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"HUNTER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"FIGHTER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"RUNNER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"CLIMBER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"SWIMMER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"SPEAKER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"MEDIATOR": {"0": [], "1": [], "2": [], "3": [], "4": []},
"CLEVER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"INSIGHTFUL": {"0": [], "1": [], "2": [], "3": [], "4": []},
"SENSE": {"0": [], "1": [], "2": [], "3": [], "4": []},
"KIT": {"0": [], "1": [], "2": [], "3": [], "4": []},
"STORY": {"0": [], "1": [], "2": [], "3": [], "4": []},
"LORE": {"0": [], "1": [], "2": [], "3": [], "4": []},
"CAMP": {"0": [], "1": [], "2": [], "3": [], "4": []},
"HEALER": {"0": [], "1": [], "2": [], "3": [], "4": []},
"STAR": {"0": [], "1": [], "2": [], "3": [], "4": []},
"DUSK": {"0": [], "1": [], "2": [], "3": [], "4": []},
"OMEN": {"0": [], "1": [], "2": [], "3": [], "4": []},
"DREAM": {"0": [], "1": [], "2": [], "3": [], "4": []},
"CLAIRVOYANT": {"0": [], "1": [], "2": [], "3": [], "4": []},
"PROPHET": {"0": [], "1": [], "2": [], "3": [], "4": []},
"GHOST": {"0": [], "1": [], "2": [], "3": [], "4": []},
"DARK": {"0": [], "1": [], "2": [], "3": [], "4": []},
},
"trait": {
"troublesome": [],
"lonesome": [],
"fierce": [],
"bloodthirsty": [],
"cold": [],
"childish": [],
"playful": [],
"charismatic": [],
"bold": [],
"daring": [],
"nervous": [],
"righteous": [],
"insecure": [],
"strict": [],
"compassionate": [],
"thoughtful": [],
"ambitious": [],
"confident": [],
"adventurous": [],
"calm": [],
"gloomy": [],
"faithful": [],
"loving": [],
"loyal": [],
"responsible": [],
"shameless": [],
"sneaky": [],
"strange": [],
"vengeful": [],
"wise": [],
"arrogant": [],
"competitive": [],
"grumpy": [],
"cunning": [],
"oblivious": [],
"flamboyant": [],
"rebellious": [],
"sincere": [],
"careful": [],
# kit traits
"unruly": [],
"shy": [],
"impulsive": [],
"bullying": [],
"attention-seeker": [],
"charming": [],
"self-conscious": [],
"noisy": [],
"skittish": [],
"daydreamer": [],
"fearless": [],
"sweet": [],
"know-it-all": [],
"polite": [],
"bossy": [],
"bouncy": [],
},
"not_trait": {
"troublesome": [],
"lonesome": [],
"fierce": [],
"bloodthirsty": [],
"cold": [],
"childish": [],
"playful": [],
"charismatic": [],
"bold": [],
"daring": [],
"nervous": [],
"righteous": [],
"insecure": [],
"strict": [],
"compassionate": [],
"thoughtful": [],
"ambitious": [],
"confident": [],
"adventurous": [],
"calm": [],
"gloomy": [],
"faithful": [],
"loving": [],
"loyal": [],
"responsible": [],
"shameless": [],
"sneaky": [],
"strange": [],
"vengeful": [],
"wise": [],
"arrogant": [],
"competitive": [],
"grumpy": [],
"cunning": [],
"oblivious": [],
"flamboyant": [],
"rebellious": [],
"sincere": [],
"careful": [],
# kit traits
"unruly": [],
"shy": [],
"impulsive": [],
"bullying": [],
"attention-seeker": [],
"charming": [],
"self-conscious": [],
"noisy": [],
"skittish": [],
"daydreamer": [],
"fearless": [],
"sweet": [],
"know-it-all": [],
"polite": [],
"bossy": [],
"bouncy": [],
},
"backstory": {},
"dies": {"True": []},
},
"r_c": {
"age": {
"any": [],
"newborn": [],
"kitten": [],
"adolescent": [],
"young adult": [],
"adult": [],
"senior adult": [],
"senior": [],
},
"status": {
"any": [],
"newborn": [],
"kitten": [],
"apprentice": [],
"warrior": [],
"medicine cat apprentice": [],
"medicine cat": [],
"mediator apprentice": [],
"mediator": [],
"elder": [],
"deputy": [],
"leader": [],
},
"relationship_status": {
"romantic": [],
"platonic": [],
"dislike": [],
"comfortable": [],
"jealousy": [],
"admiration": [],
"trust": [],
},
"skill": {
"TEACHER": {"1": [], "2": [], "3": [], "4": []},
"HUNTER": {"1": [], "2": [], "3": [], "4": []},
"FIGHTER": {"1": [], "2": [], "3": [], "4": []},
"RUNNER": {"1": [], "2": [], "3": [], "4": []},
"CLIMBER": {"1": [], "2": [], "3": [], "4": []},
"SWIMMER": {"1": [], "2": [], "3": [], "4": []},
"SPEAKER": {"1": [], "2": [], "3": [], "4": []},
"MEDIATOR": {"1": [], "2": [], "3": [], "4": []},
"CLEVER": {"1": [], "2": [], "3": [], "4": []},
"INSIGHTFUL": {"1": [], "2": [], "3": [], "4": []},
"SENSE": {"1": [], "2": [], "3": [], "4": []},
"KIT": {"1": [], "2": [], "3": [], "4": []},
"STORY": {"1": [], "2": [], "3": [], "4": []},
"LORE": {"1": [], "2": [], "3": [], "4": []},
"CAMP": {"1": [], "2": [], "3": [], "4": []},
"HEALER": {"1": [], "2": [], "3": [], "4": []},
"STAR": {"1": [], "2": [], "3": [], "4": []},
"DUSK": {"1": [], "2": [], "3": [], "4": []},
"OMEN": {"1": [], "2": [], "3": [], "4": []},
"DREAM": {"1": [], "2": [], "3": [], "4": []},
"CLAIRVOYANT": {"1": [], "2": [], "3": [], "4": []},
"PROPHET": {"1": [], "2": [], "3": [], "4": []},
"GHOST": {"1": [], "2": [], "3": [], "4": []},
},
"not_skill": {
"TEACHER": {"1": [], "2": [], "3": [], "4": []},
"HUNTER": {"1": [], "2": [], "3": [], "4": []},
"FIGHTER": {"1": [], "2": [], "3": [], "4": []},
"RUNNER": {"1": [], "2": [], "3": [], "4": []},
"CLIMBER": {"1": [], "2": [], "3": [], "4": []},
"SWIMMER": {"1": [], "2": [], "3": [], "4": []},
"SPEAKER": {"1": [], "2": [], "3": [], "4": []},
"MEDIATOR": {"1": [], "2": [], "3": [], "4": []},
"CLEVER": {"1": [], "2": [], "3": [], "4": []},
"INSIGHTFUL": {"1": [], "2": [], "3": [], "4": []},
"SENSE": {"1": [], "2": [], "3": [], "4": []},
"KIT": {"1": [], "2": [], "3": [], "4": []},
"STORY": {"1": [], "2": [], "3": [], "4": []},
"LORE": {"1": [], "2": [], "3": [], "4": []},
"CAMP": {"1": [], "2": [], "3": [], "4": []},
"HEALER": {"1": [], "2": [], "3": [], "4": []},
"STAR": {"1": [], "2": [], "3": [], "4": []},
"DUSK": {"1": [], "2": [], "3": [], "4": []},
"OMEN": {"1": [], "2": [], "3": [], "4": []},
"DREAM": {"1": [], "2": [], "3": [], "4": []},
"CLAIRVOYANT": {"1": [], "2": [], "3": [], "4": []},
"PROPHET": {"1": [], "2": [], "3": [], "4": []},
"GHOST": {"1": [], "2": [], "3": [], "4": []},
},
"trait": {
"troublesome": [],
"lonesome": [],
"fierce": [],
"bloodthirsty": [],
"cold": [],
"childish": [],
"playful": [],
"charismatic": [],
"bold": [],
"daring": [],
"nervous": [],
"righteous": [],
"insecure": [],
"strict": [],
"compassionate": [],
"thoughtful": [],
"ambitious": [],
"confident": [],
"adventurous": [],
"calm": [],
"gloomy": [],
"faithful": [],
"loving": [],
"loyal": [],
"responsible": [],
"shameless": [],
"sneaky": [],
"strange": [],
"vengeful": [],
"wise": [],
"arrogant": [],
"competitive": [],
"grumpy": [],
"cunning": [],
"oblivious": [],
"flamboyant": [],
"rebellious": [],
"sincere": [],
"careful": [],
# kit traits
"unruly": [],
"shy": [],
"impulsive": [],
"bullying": [],
"attention-seeker": [],
"charming": [],
"self-conscious": [],
"noisy": [],
"skittish": [],
"daydreamer": [],
"fearless": [],
"sweet": [],
"know-it-all": [],
"polite": [],
"bossy": [],
"bouncy": [],
},
"not_trait": {
"troublesome": [],
"lonesome": [],
"fierce": [],
"bloodthirsty": [],
"cold": [],
"childish": [],
"playful": [],
"charismatic": [],
"bold": [],
"daring": [],
"nervous": [],
"righteous": [],
"insecure": [],
"strict": [],
"compassionate": [],
"thoughtful": [],
"ambitious": [],
"confident": [],
"adventurous": [],
"calm": [],
"gloomy": [],
"faithful": [],
"loving": [],
"loyal": [],
"responsible": [],
"shameless": [],
"sneaky": [],
"strange": [],
"vengeful": [],
"wise": [],
"arrogant": [],
"competitive": [],
"grumpy": [],
"cunning": [],
"oblivious": [],
"flamboyant": [],
"rebellious": [],
"sincere": [],
"careful": [],
# kit traits
"unruly": [],
"shy": [],
"impulsive": [],
"bullying": [],
"attention-seeker": [],
"charming": [],
"self-conscious": [],
"noisy": [],
"skittish": [],
"daydreamer": [],
"fearless": [],
"sweet": [],
"know-it-all": [],
"polite": [],
"bossy": [],
"bouncy": [],
},
"backstory": {},
"dies": {"True": []},
},
}
invalid_records = {
"location": {
missing: [],
},
"season": {missing: []},
"sub_type": {},
"tags": {},
"new_accessory": {},
"weight": [],
"injury": {"cats": {}, "injuries": {}, "scars": {}, "history": {missing: []}},
"m_c": {
"age": {},
"status": {},
"relationship_status": {"invalid block": []},
"skill": {},
"not_skill": {},
"trait": {},
"not_trait": {},
"backstory": {},
"dies": {},
},
"r_c": {
"age": {},
"status": {},
"relationship_status": {"invalid block": []},
"skill": {},
"not_skill": {},
"trait": {},
"not_trait": {},
"backstory": {},
"dies": {},
},
}
history_scarrable = [
"bite-wound",
"cat-bite",
"severe burn",
"rat bite",
"snake bite",
"mangled tail",
"mangled leg",
"torn ear",
"frostbite",
"torn pelt",
"damaged eyes",
"quilled by porcupine",
"claw-wound",
"beak bite",
"broken jaw",
"broken back",
"broken bone",
]
history_lethal = []
all_history = []
type_subtype = {
"death": ["war", "murder", "old_age", "mass_death", "romance"],
"injury": ["war", "romance"],
"new": ["war", "adoption", "romance"],
"misc": ["war", "murder_reveal", "accessory", "ceremony", "romance"],
}
def event_analysis(directory: str = None, blacklist: list[str] = None):
global all_ids
ea_header(
"Event analyzer\nv0.1",
"For finding gaps in our current offering",
trailing_newline=False,
)
if directory is None:
directory = "../resources/dicts/events/"
if blacklist is None:
blacklist = [
"ceremonies",
"death\\death_reactions",
"death\\murder",
"disaster",
"leader_den",
"nutrition",
"war.json",
]
events = ea_init(directory, blacklist)
valid, all_ids = ea_split(events)
event_flat = flatten(valid_records)
# pa_problem_report()
# ea_overview(len(all_ids))
running = True
print(
'Welcome! You may want to start by checking the overview ("o") or problems ("p") reports.'
)
while running:
print("\n")
cmd = input(
'Please type a request. To view the list of commands, type "help" or "h".\n\n'
)
cmd = cmd.lower().strip()
cmd_parts = cmd.split(" ")
cmd_key = cmd_parts[0]
if cmd_key in ["help", "h"]:
ea_help()
elif cmd_key in ["intersect", "i"]:
if len(cmd_parts) == 3:
ea_intersection(cmd_parts[1], cmd_parts[2])
elif len(cmd_parts) == 4:
if cmd_parts[3] in ["id"]:
ea_intersection(cmd_parts[1], cmd_parts[2], True)
else:
ea_intersection(cmd_parts[1], cmd_parts[2])
else:
print("Intersect failed - check you have input the commands correctly.")
elif cmd_key in ["overview", "o"]:
if len(cmd_parts) == 1:
ea_overview(len(all_ids))
elif len(cmd_parts) == 2:
if cmd_parts[1] == ["m", "mc", "m_c"]:
ea_overview_cat(len(all_ids), "m_c")
elif cmd_parts[1] in ["r", "r_c", "rc"]:
ea_overview_cat(len(all_ids), "r_c")
elif cmd_parts[1] in ["g", "general", "all"]:
ea_overview(len(all_ids))
elif cmd_parts[1] in ["location"]:
ea_overview(len(all_ids), "location")
elif cmd_parts[1] in ["season"]:
ea_overview(len(all_ids), "season")
elif cmd_parts[1] in ["subtype"]:
ea_overview(len(all_ids), "subtype")
elif cmd_parts[1] in ["tags"]:
ea_overview(len(all_ids), "tags")
elif cmd_parts[1] in ["accessory"]:
ea_overview(len(all_ids), "accessory")
else:
print("Overview failed - invalid argument.")
else:
print("Overview failed - check you have input the commands correctly.")
elif cmd_key in ["problems", "p"]:
ea_problems()
elif cmd_key in ["quit", "q"]:
print("Goodbye!")
running = False
else:
print("Command not recognised.")
def ea_init(directory, blacklist) -> list:
print("Preparing...")
with open(
"../resources/dicts/conditions/injuries.json", "r", encoding="utf-8"
) as f:
data = ujson.loads(f.read())
history_lethal = [
lethal for lethal in data.values() if lethal["mortality"].values() != 0
]
all_history = history_scarrable + history_lethal
print("OK\n")
print("Gathering events...")
all_data = []
# used to hide/ignore invalid or undesirable json files
for root, _, files in os.walk(directory):
for filename in files:
if not filename.endswith(".json"):
continue
filepath = os.path.join(root, filename)
relative_path = os.path.relpath(str(filepath), directory)
if relative_path.startswith(tuple(blacklist)):
continue
with open(filepath, "r", encoding="utf-8") as f:
data = json.load(f)
all_data.extend(data)
print(f"OK\n")
return all_data
# -------------------------------------------------
# SPLITTEDY DOO DAH
# -------------------------------------------------
def ea_split(events):
for event in events:
event_id = event["event_id"]
# DUPE EVENT NAME
if event_id in all_ids.keys():
dupe_ids.append(event_id)
continue
all_ids[event_id] = True
# LOCATION
if "location" not in event:
invalid_records["location"][missing].append(event_id)
else: # event has a location
ea_add_records_with_subtype(
event_id,
event["location"],
valid_records["location"],
invalid_records["location"],
)
# SEASON
if "season" in event:
ea_add_records(
event_id,
event["season"],
valid_records["season"],
invalid_records["season"],
)
else:
invalid_records["season"][missing].append(event_id)
# SUB TYPE
if "sub_type" in event:
event_type = event_id.split("_")[1]
for genre in event["sub_type"]:
if genre not in type_subtype[event_type]:
ea_invalid_record(
event_id,
event["sub_type"] + " in " + genre,
invalid_records["sub_type"],
)
ea_add_records(
event_id,
event["sub_type"],
valid_records["sub_type"],
invalid_records["sub_type"],
)
# TAGS
if "tags" in event:
for tag in event["tags"]:
if "no_body" in tag:
if not (
"dies" in die_check
for main_c in event["m_c"]
for die_check in main_c
):
ea_invalid_record(
event_id,
"[no_body but m_c doesn't die]",
invalid_records["tags"],
)
if "skill_trait_requirement" in tag:
if not (
("skill" in skill_check for skill_check in event["m_c"])
or ("trait" in trait_check for trait_check in event["m_c"])
or ("skill" in skill_check for skill_check in event["r_c"])
or ("trait" in trait_check for trait_check in event["r_c"])
):
ea_invalid_record(
event_id,
"[skill_trait_requirement but no skill_traits]",
invalid_records["tags"],
)
ea_add_records_with_subtype(
event_id, event["tags"], valid_records["tags"], invalid_records["tags"]
)
if "new_accessory" in event:
if not ("accessory" in e for e in event["sub_type"]):
ea_invalid_record(
event_id, "[no accessory tag]", invalid_records["new_accessory"]
)
ea_add_records(
event_id,
event["new_accessory"],
valid_records["new_accessory"],
invalid_records["new_accessory"],
ignore_categories=True,
)
# WEIGHT - only care if it's missing
if "weight" not in event:
invalid_records["weight"].append(event_id)
else:
ea_add_record(
event_id,
event["weight"],
valid_records["weight"],
invalid_records["weight"],
ignore_categories=True,
)
# CATTOS
if "m_c" in event:
rel_valid = True
if "relationship_status" in event["m_c"] and "r_c" not in event:
rel_valid = False
ea_handle_cat(
event_id,
event["m_c"],
valid_records["m_c"],
invalid_records["m_c"],
rel_valid=rel_valid,
)
if "r_c" in event:
ea_handle_cat(
event_id, event["r_c"], valid_records["r_c"], invalid_records["r_c"]
)
# INJURIES & HISTORY
if "injury" in event:
for injury in event["injury"]:
# this horrible thing checks if any of the injuries cause death or scarring and have no history
if (
"history" not in event
and len(set(all_history).intersection(set(injury["injuries"]))) > 0
):
print("Magical wound with no history!")
print(event_id)
ea_invalid_record(
event_id, missing, invalid_records["injury"]["history"]
)
break
if "cats" in injury:
ea_add_records(
event_id,
injury["cats"],
valid_records["injury"]["cats"],
invalid_records["injury"]["cats"],
validation={
"type": "startswith",
"data": valid_records["injury"]["cats"].keys(),
},
)
else:
ea_invalid_record(
event_id, missing, invalid_records["injury"]["cats"]
)
if "injuries" in injury:
ea_add_records(
event_id,
injury["injuries"],
valid_records["injury"]["injuries"],
invalid_records["injury"]["injuries"],
ignore_categories=True,
)
else:
ea_invalid_record(
event_id, missing, invalid_records["injury"]["injuries"]
)
if "scars" in injury:
ea_add_records(
event_id,
injury["scars"],
valid_records["injury"]["scars"],
invalid_records["injury"]["scars"],
ignore_categories=True,
)
elif injury["injuries"] in history_scarrable:
ea_invalid_record(
event_id,
"[scarrable but no scars]",
invalid_records["injury"]["injuries"],
)
return valid_records, all_ids
def ea_add_records(
event_id, records, valid_log, error_log, validation=None, ignore_categories=False
):
if isinstance(records, list):
for record in records:
ea_add_record(
event_id, record, valid_log, error_log, validation, ignore_categories
)
else:
ea_add_record(
event_id, records, valid_log, error_log, validation, ignore_categories
)
def ea_add_records_with_subtype(
event_id, records, valid_log, invalid_log, allow_category=True, delineator=":"
):
for record in records:
if delineator not in record:
if allow_category:
if record in valid_log:
if record == "any":
valid_log[record].append(event_id)
continue
if isinstance(valid_log[record], list):
valid_log[record].append(event_id)
continue
if "any" in valid_log[record]:
valid_log[record]["any"].append(event_id)
else:
if isinstance(valid_log[record], dict):
valid_log[record]["any"] = [event_id]
else:
valid_log[record] = [event_id]
else:
ea_invalid_record(event_id, record, invalid_log)
else:
# we have specified subtypes
data = record.split(delineator)
category = data.pop(0)
for value in data[0].split("_"):
if category in valid_log and value in valid_log[category]:
valid_log[category][value].append(event_id)
elif category in valid_log:
valid_log[category][str(value)] = [event_id]
else:
ea_invalid_record(
event_id, (category + delineator + value), invalid_log
)
def ea_add_record(
event_id, record, valid_log, invalid_log, validation=None, ignore_categories=False
):
if validation is not None:
is_valid, record_name = ea_validate_record(record, validation)
if is_valid:
valid_log[record_name].append(event_id)
else:
ea_invalid_record(event_id, record_name, invalid_log)
return
if str(record) in valid_log:
valid_log[str(record)].append(event_id)
elif ignore_categories:
valid_log[record] = [record]
else:
ea_invalid_record(event_id, record, invalid_log)
def ea_validate_record(record: str, validation: dict[str, str]):
valid = tuple(validation["data"])
if validation["type"] == "startswith":
for check in valid:
if record.startswith(check):
return True, check
return False, record
elif validation["type"] == "match":
return True, record if record in valid else False, "no"
def ea_invalid_record(event_id, record, invalid_log):
if record in invalid_log:
invalid_log[record].append(event_id)
else:
invalid_log[record] = [event_id]
def ea_handle_cat(event_id, cat, valid_log, error_log, rel_valid=True):
# AGE
if "age" in cat:
ea_add_records(event_id, cat["age"], valid_log["age"], error_log["age"])
# STATUS
if "status" in cat:
ea_add_records(
event_id, cat["status"], valid_log["status"], error_log["status"]
)
# RELATIONSHIP_STATUS
if "relationship_status" in cat:
validation = {
"type": "startswith",
"data": valid_log["relationship_status"].keys(),
}
if rel_valid:
ea_add_records(
event_id,
cat["relationship_status"],
valid_log["relationship_status"],
error_log["relationship_status"],
validation,
)
else:
error_log["relationship_status"]["invalid block"].append(event_id)
# SKILL
if "skill" in cat:
ea_add_records_with_subtype(
event_id,
cat["skill"],
valid_log["skill"],
error_log["skill"],
delineator=",",
)
# NOT SKILL
if "not_skill" in cat:
ea_add_records_with_subtype(
event_id,
cat["not_skill"],
valid_log["not_skill"],
error_log["not_skill"],
delineator=",",
)
# TRAIT
if "trait" in cat:
ea_add_records(event_id, cat["trait"], valid_log["trait"], error_log["trait"])
# NOT TRAIT
if "not_trait" in cat:
ea_add_records(
event_id, cat["not_trait"], valid_log["not_trait"], error_log["not_trait"]
)
# BACKSTORY
if "backstory" in cat: