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rank_update_main.py
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rank_update_main.py
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"""
PART 2 of RANK CHECK
Script to update the database with new rank snippet definitons
Needs rank_update_functions, account_loading_functions, account_saving_functions
"""
from tqdm import tqdm
import pickle
import shutil
import os
import cv2
from PIL import Image, ImageGrab
import numpy as np
import sys
#%%
from rank_update_functions import get_rank_count, load_to_ignore_lists, load_conversion_tables
from account_loading_functions import load_usernames, load_full_account_database, load_match_history_database, load_mm_mismatch_history_database
from account_saving_functions import save_match_history_database, save_mm_mismatch_history_database, save_account_database
#%%
rank_replace_path = os.path.join('images', 'replace_dict')
open_database_path = os.path.join('database', 'open_database')
match_history_path = os.path.join('database', 'matches_data')
#mm_mismatch_history_path = os.path.join('database', 'mm_mismatch_data')
#%% Loading databases
mm_conversion_table, pr_conversion_table = load_conversion_tables(rank_replace_path = os.path.join('images', 'replace_dict'), order = ['mm', 'pr'])
# mm_to_ignore, pr_to_ignore = load_to_ignore_lists(rank_replace_path = os.path.join('images', 'replace_dict'), order = ['mm', 'pr'])
match_history = load_match_history_database()
account_database = load_full_account_database()
#mm_mismatch_history = load_mm_mismatch_history_database()
#%% Loading existing reports
try:
with open(os.path.join('database', 'rank_reports', 'account_data_reports.pkl'), 'rb') as file:
account_data_reports = pickle.load(file)
except:
account_data_reports = {}
try:
with open(os.path.join('database', 'rank_reports', 'match_data_reports.pkl'), 'rb') as file:
match_data_reports = pickle.load(file)
except:
match_data_reports = {}
#%%
# account_data_reports = {}
for username in tqdm(account_database.keys()): #username, data = list(account_database.keys())[0], account_database[list(account_database.keys())[0]]
# username = 'cellar2dance5'
# data = account_database[username]
print("Selected Username:: %s"%(username))
account_data_reports[username] = {}
# cooldown_info -> NO CHANGE NEEDED
account_data_reports[username]['cooldown_info'] = {}
# info ->
account_data_reports[username]['info'] = {}
info_mm_rank = account_database[username]['info']['MM_Rank']
if str(info_mm_rank) + '.png' in mm_conversion_table.keys():
info_mm_rank_new = mm_conversion_table[str(info_mm_rank) + '.png']
print("Changing info/MM_Rank from %s to %s"%(info_mm_rank, info_mm_rank_new))
account_data_reports[username]['info']['MM_Rank'] = {"old": info_mm_rank,
"new": info_mm_rank_new}
account_database[username]['info']['MM_Rank'] = info_mm_rank_new
info_pr_rank = account_database[username]['info']['PR_Rank']
if str(info_pr_rank) + '.png' in pr_conversion_table.keys():
info_pr_rank_new = pr_conversion_table[str(info_pr_rank) + '.png']
print("Changing info/PR_Rank from %s to %s"%(info_pr_rank, info_pr_rank_new))
account_data_reports[username]['info']['PR_Rank'] = {"old": info_pr_rank,
"new": info_pr_rank_new}
account_database[username]['info']['PR_Rank'] = info_pr_rank_new
# match_history -> NO CHANGES NEEDED
account_data_reports[username]['match_history'] = {}
# mm_rank_info -> NO CHANGES NEEDED
account_data_reports[username]['mm_rank_info'] = {}
mm_rank_info_mm_rank = account_database[username]['mm_rank_info']['MM_Rank']
if str(mm_rank_info_mm_rank) + '.png' in mm_conversion_table.keys():
mm_rank_info_mm_rank_new = mm_conversion_table[str(mm_rank_info_mm_rank) + '.png']
print("Changing mm_rank_info/MM_Rank from %s to %s"%(mm_rank_info_mm_rank, mm_rank_info_mm_rank_new))
account_data_reports[username]['mm_rank_info']['MM_Rank'] = {"old": mm_rank_info_mm_rank,
"new": mm_rank_info_mm_rank_new}
account_database[username]['mm_rank_info']['MM_Rank'] = mm_rank_info_mm_rank_new
mm_rank_info_mm_rank_history = account_database[username]['mm_rank_info']['MM_Rank_History']
account_data_reports[username]['mm_rank_info']['MM_Rank_History'] = {}
for index, mm_rank_info_mm_rank_history_mm_rank in mm_rank_info_mm_rank_history.items(): #index, mm_rank_info_mm_rank_history_mm_rank = list(mm_rank_info_mm_rank_history.items())[6]
if str(mm_rank_info_mm_rank_history_mm_rank) + '.png' in mm_conversion_table.keys():
mm_rank_info_mm_rank_history_mm_rank_new = mm_conversion_table[str(mm_rank_info_mm_rank_history_mm_rank) + '.png']
print("Changing mm_rank_info/MM_Rank_History/%s from %s to %s"%(str(index), mm_rank_info_mm_rank_history_mm_rank, mm_rank_info_mm_rank_history_mm_rank_new))
account_data_reports[username]['mm_rank_info']['MM_Rank_History'][index] = {"old": mm_rank_info_mm_rank_history_mm_rank,
"new": mm_rank_info_mm_rank_history_mm_rank_new}
account_database[username]['mm_rank_info']['MM_Rank_History'][index] = mm_rank_info_mm_rank_history_mm_rank_new
mm_rank_info_rank_opened = account_database[username]['mm_rank_info']['Rank_Opened']
if str(mm_rank_info_rank_opened) + '.png' in mm_conversion_table.keys():
mm_rank_info_rank_opened_new = mm_conversion_table[str(mm_rank_info_rank_opened) + '.png']
print("Changing mm_rank_info/Rank_Opened from %s to %s"%(mm_rank_info_rank_opened, mm_rank_info_rank_opened_new))
account_data_reports[username]['mm_rank_info']['Rank_Opened'] = {"old": mm_rank_info_rank_opened,
"new": mm_rank_info_rank_opened_new}
account_database[username]['mm_rank_info']['Rank_Opened'] = mm_rank_info_rank_opened_new
# pr_rank_info ->
account_data_reports[username]['pr_rank_info'] = {}
pr_rank_info_pr_rank = account_database[username]['pr_rank_info']['PR_Rank']
if str(pr_rank_info_pr_rank) + '.png' in pr_conversion_table.keys():
pr_rank_info_pr_rank_new = pr_conversion_table[str(pr_rank_info_pr_rank) + '.png']
print("Changing pr_rank_info/PR_Rank from %s to %s"%(pr_rank_info_pr_rank, pr_rank_info_pr_rank_new))
account_data_reports[username]['pr_rank_info']['PR_Rank'] = {"old": pr_rank_info_pr_rank,
"new": pr_rank_info_pr_rank_new}
account_database[username]['pr_rank_info']['PR_Rank'] = pr_rank_info_pr_rank_new
# weekly_info -> NO CHANGE NEEDED
#%%
# match_data_reports = {}
for matchID in tqdm(match_history.keys()): #matchID = list(match_history.keys())[0]:
# matchID = ''
# match_details = match_history[matchID]
match_data_reports[matchID] = {}
match_data_reports[matchID]['Team_1'] = {}
match_data_reports[matchID]['Team_2'] = {}
for team in ['Team_1', 'Team_2']: #team = 'Team_1'
match_data_reports[matchID][team]['Players'] = {}
for player in match_history[matchID][team]['Players'].keys(): #player = 'Player_1'
match_data_reports[matchID][team]['Players'][player] = {}
mm_rank = match_history[matchID][team]['Players'][player]['MM_Rank']
mm_rank_update = match_history[matchID][team]['Players'][player]['MM_Rank_Update']
pr_rank = match_history[matchID][team]['Players'][player]['PR_Rank']
pr_rank_update = match_history[matchID][team]['Players'][player]['PR_Rank_Update']
if str(mm_rank) + '.png' in mm_conversion_table.keys():
mm_rank_new = mm_conversion_table[str(mm_rank) + '.png']
print("Changing %s/MM_Rank from %s to %s"%(matchID, mm_rank, mm_rank_new))
match_data_reports[matchID][team]['Players'][player]['MM_Rank'] = {"old": mm_rank,
"new": mm_rank_new}
match_history[matchID][team]['Players'][player]['MM_Rank'] = mm_rank_new
if str(mm_rank_update) + '.png' in mm_conversion_table.keys():
mm_rank_update_new = mm_conversion_table[str(mm_rank_update) + '.png']
print("Changing %s/MM_Rank_Update from %s to %s"%(matchID, mm_rank_update, mm_rank_update_new))
match_data_reports[matchID][team]['Players'][player]['MM_Rank_Update'] = {"old": mm_rank_update,
"new": mm_rank_update_new}
match_history[matchID][team]['Players'][player]['MM_Rank_Update'] = mm_rank_update_new
if str(pr_rank) + '.png' in pr_conversion_table.keys():
pr_rank_new = pr_conversion_table[str(pr_rank) + '.png']
print("Changing %s/PR_Rank from %s to %s"%(matchID, pr_rank, pr_rank_new))
match_data_reports[matchID][team]['Players'][player]['PR_Rank'] = {"old": pr_rank,
"new": pr_rank_new}
match_history[matchID][team]['Players'][player]['PR_Rank'] = pr_rank_new
if str(pr_rank_update) + '.png' in pr_conversion_table.keys():
pr_rank_update_new = pr_conversion_table[str(pr_rank_update) + '.png']
print("Changing %s/PR_Rank_Update from %s to %s"%(matchID, pr_rank_update, pr_rank_update_new))
match_data_reports[matchID][team]['Players'][player]['PR_Rank_Update'] = {"old": pr_rank_update,
"new": pr_rank_update_new}
match_history[matchID][team]['Players'][player]['PR_Rank_Update'] = pr_rank_update_new
#%% Saving databases
save_match_history_database(match_history, match_history_path)
save_account_database(account_database, open_database_path)
with open(os.path.join('database', 'rank_reports', 'account_data_reports.pkl'), 'wb') as file:
pickle.dump(account_data_reports, file)
with open(os.path.join('database', 'rank_reports', 'match_data_reports.pkl'), 'wb') as file:
pickle.dump(match_data_reports, file)
#%% Remove useless images
# cant_remove_mm_snippets, cant_remove_pr_snippets = [], []
# for image_name in tqdm(pr_to_ignore): #image_name = pr_to_ignore[0]
# target_path = os.path.join('images', 'pr_ranks', image_name)
# target_path_numpy = os.path.join('images', 'pr_ranks', 'numpy_objects', image_name.split('.')[0] + '.npy')
# try:
# os.remove(target_path)
# except:
# print("Unable to remove pr_ranks/%s."%(image_name))
# cant_remove_pr_snippets.append(image_name)
# try:
# os.remove(target_path_numpy)
# except:
# print("Unable to remove pr_ranks/numpy_objects/%s."%(image_name.split('.')[0] + '.npy'))
# cant_remove_pr_snippets.append(image_name.split('.')[0] + '.npy')
# for image_name in tqdm(mm_to_ignore): #image_name = mm_to_ignore[0]
# target_path = os.path.join('images', 'mm_ranks', image_name)
# target_path_numpy = os.path.join('images', 'mm_ranks', 'numpy_objects', image_name.split('.')[0] + '.npy')
# try:
# os.remove(target_path)
# except:
# print("Unable to remove mm_ranks/%s."%(image_name))
# cant_remove_mm_snippets.append(image_name)
# try:
# os.remove(target_path_numpy)
# except:
# print("Unable to remove mm_ranks/numpy_objects/%s."%(image_name.split('.')[0] + '.npy'))
# cant_remove_mm_snippets.append(image_name.split('.')[0] + '.npy')
#%% Changing rank names
try:
with open(os.path.join('images', 'replace_dict', 'pr_snippet_updated.pkl'), 'rb') as file:
pr_snippet_updated = pickle.load(file)
except:
print("pr_snippet_updated ot Found")
pr_snippet_updated = []
try:
with open(os.path.join('images', 'replace_dict', 'mm_snippet_updated.pkl'), 'rb') as file:
mm_snippet_updated = pickle.load(file)
except:
print("mm_snippet_updated Not Found")
mm_snippet_updated = []
for image_name, rank in tqdm(mm_conversion_table.items()): #image_name, rank = list(mm_conversion_table.items())[0]
if image_name in mm_snippet_updated:
print("Skipping. Already done.")
continue
try:
source_path = os.path.join('images', 'mm_ranks', image_name)
source_path_numpy = os.path.join('images', 'mm_ranks', 'numpy_objects', image_name.split('.')[0] + '.npy')
rank = str(rank) + "_" + str(get_rank_count(base_path = os.path.join('images', 'mm_ranks'), new_rank = rank) + 1) + ".png"
target_path = os.path.join('images', 'mm_ranks', rank)
target_path_numpy = os.path.join('images', 'mm_ranks', 'numpy_objects', rank.split('.')[0] + '.npy')
# print(rank)
shutil.move(source_path, target_path)
shutil.move(source_path_numpy, target_path_numpy)
except:
pass
# print("mm_ranks/%s"%(image_name))
for image_name, rank in tqdm(pr_conversion_table.items()): #image_name, rank = list(mm_conversion_table.items())[0]
try:
if image_name in pr_snippet_updated:
print("Skipping. Already done.")
continue
source_path = os.path.join('images', 'pr_ranks', image_name)
source_path_numpy = os.path.join('images', 'pr_ranks', 'numpy_objects', image_name.split('.')[0] + '.npy')
rank = str(rank) + "_" + str(get_rank_count(base_path = os.path.join('images', 'pr_ranks'), new_rank = rank) + 1) + ".png"
target_path = os.path.join('images', 'pr_ranks', rank)
target_path_numpy = os.path.join('images', 'pr_ranks', 'numpy_objects', rank.split('.')[0] + '.npy')
# print(rank)
shutil.move(source_path, target_path)
shutil.move(source_path_numpy, target_path_numpy)
except:
#print("pr_ranks/%s"%(image_name))
pass
with open(os.path.join('images', 'replace_dict', 'pr_snippet_updated.pkl'), 'wb') as file:
pickle.dump(pr_snippet_updated, file)
with open(os.path.join('images', 'replace_dict', 'mm_snippet_updated.pkl'), 'wb') as file:
pickle.dump(mm_snippet_updated, file)
#%% Remove useless images
print("Removing unknown_*.png and unknown_*.npy images.")
mm_to_ignore = os.listdir(os.path.join('images', 'mm_ranks'))
mm_to_ignore = [i for i in mm_to_ignore if 'unknown' in i]
pr_to_ignore = os.listdir(os.path.join('images', 'pr_ranks'))
pr_to_ignore = [i for i in pr_to_ignore if 'unknown' in i]
for image_name in tqdm(pr_to_ignore): #image_name = pr_to_ignore[0]
target_path = os.path.join('images', 'pr_ranks', image_name)
target_path_numpy = os.path.join('images', 'pr_ranks', 'numpy_objects', image_name.split('.')[0] + '.npy')
try:
os.remove(target_path)
except:
#print("Unable to remove pr_ranks/%s."%(image_name))
pass
# cant_remove_pr_snippets.append(image_name)
try:
os.remove(target_path_numpy)
except:
print("Unable to remove pr_ranks/numpy_objects/%s."%(image_name.split('.')[0] + '.npy'))
# cant_remove_pr_snippets.append(image_name.split('.')[0] + '.npy')
for image_name in tqdm(mm_to_ignore): #image_name = mm_to_ignore[0]
target_path = os.path.join('images', 'mm_ranks', image_name)
target_path_numpy = os.path.join('images', 'mm_ranks', 'numpy_objects', image_name.split('.')[0] + '.npy')
try:
os.remove(target_path)
except:
print("Unable to remove mm_ranks/%s."%(image_name))
# cant_remove_mm_snippets.append(image_name)
try:
os.remove(target_path_numpy)
except:
print("Unable to remove mm_ranks/numpy_objects/%s."%(image_name.split('.')[0] + '.npy'))
# cant_remove_mm_snippets.append(image_name.split('.')[0] + '.npy')
print("SUCCESSFUL!")