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Cricial
2025-10-18 23:18:16 +08:00
parent dfd5c5b32d
commit a6b06735f6
18 changed files with 712 additions and 553 deletions
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10
GA_Agent_0925/vulnerable35_match_results/conf_db.yaml Normal file
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# read by orm
is_local_db: True
local:
user_name: iiabm_user
password: iiabm_pwd
db_name: iiabmdb_20250925
address: 'localhost'
port: 3306

1
GA_Agent_0925/vulnerable35_match_results/conf_db_prefix.yaml Normal file
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db_name_prefix: without_exp

61
GA_Agent_0925/vulnerable35_match_results/process_vulnerable_products.py Normal file
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import pandas as pd
from sqlalchemy import text
from orm import engine
# ===============================
# 数据库连接
# ===============================
sql_file = "query_top35_products.sql"
# 指定对比列表
specified_list = [
'61','68','65','66','59','71','77','7','38','95','58','90','56','57','97','98',
'27','8','11','9','21','96','99','100','44','45','46','47','48','49','50','51',
'52','53','54','55'
]
specified_set = set(specified_list)
# ===============================
# 执行 SQL 查询
# ===============================
with open(sql_file, "r", encoding="utf-8") as f:
str_sql = f.read()
# 使用 connect() 解决 AttributeError
with engine.connect() as conn:
df = pd.read_sql(text(str_sql), conn)
print(f"[信息] 查询完成，获取到 {len(df)} 条记录。")
# ===============================
# 按 ga_id 分组计算匹配情况
# ===============================
all_results = []
for ga_id, group in df.groupby("ga_id"):
vulnerable35_product = group['id_product'].astype(str).tolist()
vulnerable_set = set(vulnerable35_product)
matching = vulnerable_set & specified_set
extra = vulnerable_set - specified_set
missing = specified_set - vulnerable_set
all_results.append({
"ga_id": ga_id,
"vulnerable35": ",".join(vulnerable35_product),
"matching_count": len(matching),
"matching_products": ",".join(matching),
"extra_count": len(extra),
"extra_products": ",".join(extra),
"missing_count": len(missing),
"missing_products": ",".join(missing)
})
# ===============================
# 输出 CSV
# ===============================
df_results = pd.DataFrame(all_results)
df_results.to_csv("vulnerable35_match_results.csv", index=False, encoding='utf-8-sig')
print("[完成] 已生成 vulnerable35_match_results.csv")

34
GA_Agent_0925/vulnerable35_match_results/query_top35_products.sql Normal file
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WITH s_disrupt AS (
SELECT s_id, id_firm, id_product, MIN(ts) AS ts, ga_id
FROM iiabmdb_20250925.without_exp_result
WHERE `status` = 'D'
GROUP BY s_id, id_firm, id_product, ga_id
),
s_multiple AS (
-- 筛选出现超过1次的 s_id
SELECT s_id, ga_id
FROM s_disrupt
GROUP BY s_id, ga_id
HAVING COUNT(*) > 1
),
product_count AS (
-- 统计每个 ga_id 下每个产品出现次数
SELECT s.ga_id, s.id_product, COUNT(*) AS cnt
FROM s_disrupt s
JOIN s_multiple m ON s.s_id = m.s_id AND s.ga_id = m.ga_id
GROUP BY s.ga_id, s.id_product
),
ranked_products AS (
-- 按每个 ga_id 的产品出现次数排序，并取前35
SELECT *,
ROW_NUMBER() OVER (PARTITION BY ga_id ORDER BY cnt DESC) AS rn
FROM product_count
)
SELECT ga_id, id_product, cnt
FROM ranked_products
WHERE rn <= 35
ORDER BY ga_id, rn;

49
GA_Agent_0925/vulnerable35_match_results/vulnerable35_match_results.csv Normal file
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ga_id,vulnerable35,matching_count,matching_products,extra_count,extra_products,missing_count,missing_products
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5848e257,"95,90,99,91,50,53,92,55,52,54,93,51,94,9,49,44,46,47,48,40,43,45,39,38,41,42,10,11,15,33,7,12,25,35,74",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,35,40,94,74,41,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
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c40fd813,"95,99,90,91,50,53,51,52,93,55,92,54,9,94,49,47,44,39,46,45,48,38,40,41,43,42,10,11,15,33,25,12,7,37,28",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,28,41,39,37,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
c5f9a379,"95,99,90,91,51,53,50,52,92,55,54,93,9,94,47,49,45,48,44,46,43,39,40,38,41,42,10,11,7,15,12,25,33,66,65",21,"90,7,44,45,95,49,11,65,99,52,50,47,9,66,46,54,51,48,55,38,53",14,"42,93,40,94,41,39,15,10,25,91,43,12,33,92",15,"98,71,57,56,97,100,8,61,68,77,58,21,59,96,27"
cd8df852,"95,99,90,91,53,52,50,55,51,92,93,54,94,9,49,47,46,48,44,45,39,40,41,43,38,42,10,11,12,33,7,15,25,35,69",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,35,40,94,41,69,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
cfec2d46,"95,99,90,91,53,52,50,93,51,55,92,54,9,94,49,45,47,44,48,46,40,39,43,38,42,41,10,11,33,7,12,15,25,37,18",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,18,40,94,41,39,37,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
d0d03833,"95,99,90,91,51,50,53,52,92,55,54,93,94,9,47,49,48,44,46,39,38,45,43,40,41,42,10,11,7,15,12,25,33,62,68",20,"90,7,68,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",15,"42,62,93,40,94,41,39,15,10,25,91,43,12,33,92",16,"98,71,57,66,65,56,97,100,8,61,77,58,21,59,96,27"
d8521d12,"95,99,90,91,51,92,52,53,93,50,55,54,9,94,49,44,47,46,48,39,45,40,38,43,41,42,10,11,33,7,15,12,25,16,72",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,41,39,72,16,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
d8836638,"95,99,90,91,50,54,53,51,52,55,93,92,9,94,47,49,46,48,44,38,39,43,40,41,45,42,10,11,15,33,7,12,25,97,69",20,"90,7,44,45,95,49,11,99,52,50,97,47,9,46,54,51,48,55,38,53",15,"42,93,40,94,41,69,39,15,10,25,91,43,12,33,92",16,"98,71,57,66,56,65,100,8,61,68,77,58,21,59,96,27"
daf0e9ef,"95,99,90,91,52,53,55,50,92,51,54,93,9,94,49,48,47,39,46,45,44,40,38,41,43,42,10,11,15,33,25,7,12,69,71",20,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,71,55,38,53",15,"42,93,40,94,41,69,39,15,10,25,91,43,12,33,92",16,"98,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
dbfb776b,"95,90,91,92,93,55,52,99,53,9,50,94,51,54,47,49,48,46,44,45,41,42,40,38,43,39,10,11,15,25,12,33,7,34,69",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,34,41,69,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
e087b751,"95,99,90,91,93,53,50,51,54,55,52,92,9,94,49,47,48,44,46,45,39,43,38,40,41,42,10,11,25,33,12,7,15,31,23",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,31,40,94,41,39,15,10,25,91,43,12,23,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
e2a464f9,"95,99,90,91,51,53,50,52,93,55,92,54,9,94,49,47,48,44,45,39,46,38,40,41,43,42,10,11,15,7,25,12,33,29,69",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,41,69,29,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
e73abaeb,"95,99,90,91,54,52,55,51,50,93,53,92,94,9,47,46,49,48,43,38,44,45,40,39,41,42,10,11,25,12,15,33,7,69,64",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,41,69,39,15,64,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
f4b59d31,"95,99,90,91,50,51,52,55,53,93,92,54,94,9,47,49,46,44,48,40,45,38,43,39,41,42,10,11,25,15,33,12,7,20,31",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,31,40,94,41,39,15,20,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27"
f54db476,"95,99,90,91,52,92,93,51,55,53,50,54,9,94,47,44,49,48,46,45,43,39,38,40,41,42,10,11,12,15,33,7,25,36,97",20,"90,7,44,45,95,49,11,99,52,50,97,47,9,46,54,51,48,55,38,53",15,"42,25,93,40,94,41,39,15,10,36,91,43,12,33,92",16,"98,71,57,66,56,65,100,8,61,68,77,58,21,59,96,27"
f9ef00a1,"95,99,90,91,52,51,92,55,50,53,93,54,94,9,49,47,48,44,46,45,39,41,38,40,43,42,10,11,15,7,12,33,25,65,59",21,"90,7,44,45,95,49,11,65,99,52,50,59,47,9,46,54,51,48,55,38,53",14,"42,93,40,94,41,39,15,10,25,91,43,12,33,92",15,"98,71,57,66,56,97,100,8,61,68,77,58,21,96,27"
1 ga_id vulnerable35 matching_count matching_products extra_count extra_products missing_count missing_products
2 03269d9f 95,90,91,92,52,93,55,99,51,50,9,94,54,53,47,44,46,48,49,45,41,42,38,43,39,40,10,11,7,12,25,15,33,73,32 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,91,73,94,41,39,15,10,25,32,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
3 053c105b 95,99,90,91,55,50,53,52,92,51,54,93,94,9,48,47,44,46,49,39,38,45,40,43,41,42,10,11,15,33,12,7,25,31,36 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,25,93,31,40,94,41,39,15,10,36,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
4 07257290 95,99,90,91,52,53,51,50,92,55,93,54,94,9,49,47,48,39,44,46,45,43,38,40,42,41,10,11,25,7,15,12,33,26,18 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,18,40,26,94,41,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
5 12eb85fc 95,99,90,91,51,52,93,92,50,53,54,55,9,94,47,49,48,46,44,45,38,40,43,39,41,42,10,11,7,25,12,33,15,37,19 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,19,94,41,39,37,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
6 1809ec77 95,99,90,91,93,92,53,52,50,94,55,51,54,9,49,44,47,40,46,45,39,48,38,43,41,42,10,11,20,26,66,16,15,64,61 20 90,61,44,45,95,49,11,99,52,50,47,9,66,46,54,51,48,55,38,53 15 42,93,40,26,94,41,39,16,15,20,10,91,43,64,92 16 98,71,57,56,65,7,97,100,8,68,77,58,21,59,96,27
7 19cae10f 95,99,90,91,51,50,53,92,52,93,55,54,9,94,47,49,46,48,45,44,38,43,39,40,41,42,10,11,25,12,33,15,7,64,8 20 90,7,44,45,95,49,11,99,8,52,50,47,9,46,54,51,48,55,38,53 15 42,93,40,94,41,39,15,64,10,25,91,43,12,33,92 16 98,71,57,66,56,65,97,100,61,68,77,58,21,59,96,27
8 1a4227c6 95,99,90,91,52,92,54,53,51,55,50,93,94,9,47,49,46,48,44,45,43,39,38,41,42,40,10,11,7,25,33,15,12,74,68 20 90,7,68,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 15 42,93,40,94,74,41,39,15,10,25,91,43,12,33,92 16 98,71,57,66,65,56,97,100,8,61,77,58,21,59,96,27
9 1f977ec5 95,99,90,91,52,92,50,55,53,51,93,54,94,9,48,47,46,44,49,45,40,41,38,39,43,42,10,11,12,15,25,33,7,35,64 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,35,40,94,41,39,15,64,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
10 28481dd9 95,99,90,91,52,51,55,50,92,53,54,93,94,9,47,49,44,46,48,38,43,45,40,39,41,42,10,11,25,7,33,12,15,32,97 20 90,7,44,45,95,49,11,99,52,50,97,47,9,46,54,51,48,55,38,53 15 42,93,40,91,94,41,39,15,10,25,32,43,12,33,92 16 98,71,57,66,56,65,100,8,61,68,77,58,21,59,96,27
11 2ef7bd37 95,99,90,91,53,52,50,92,54,51,55,93,94,9,49,47,46,44,48,39,45,43,41,40,38,42,10,11,7,25,33,15,12,60,30 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,60,93,40,94,30,41,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
12 360d68d3 95,99,90,91,9,53,92,93,50,52,51,55,54,94,47,44,46,49,48,43,39,45,38,40,41,42,10,11,15,33,7,12,27,69,72 20 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,53,38,27 15 42,93,40,94,41,69,39,72,15,10,91,43,12,33,92 16 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96
13 400b809d 95,99,90,91,51,52,50,53,92,55,54,93,9,47,94,49,44,46,39,38,48,43,40,45,41,42,10,11,33,7,25,12,15,24,19 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,19,94,41,43,39,15,10,25,91,24,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
14 40408929 95,99,90,91,53,51,52,93,92,50,55,54,94,9,49,47,46,48,44,45,39,38,43,40,41,42,10,11,25,12,33,7,15,70,29 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,70,94,41,39,29,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
15 4c00c80f 95,99,90,91,52,51,50,92,54,53,55,93,9,94,46,44,47,49,48,45,43,38,39,40,41,42,10,11,15,7,12,33,25,28,59 20 90,7,44,45,95,49,11,99,52,50,59,47,9,46,54,51,48,55,38,53 15 42,93,40,94,28,41,39,15,10,25,91,43,12,33,92 16 98,71,57,66,56,65,97,100,8,61,68,77,58,21,96,27
16 54476776 95,90,91,93,55,99,92,52,53,51,50,94,9,54,47,49,44,46,48,45,42,41,38,39,43,40,10,11,12,7,15,33,25,74,16 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,94,74,41,39,16,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
17 5848e257 95,90,99,91,50,53,92,55,52,54,93,51,94,9,49,44,46,47,48,40,43,45,39,38,41,42,10,11,15,33,7,12,25,35,74 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,35,40,94,74,41,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
18 60a50e3a 95,99,90,91,52,53,51,55,50,54,92,93,9,94,44,46,49,47,48,43,38,40,39,45,41,42,10,11,12,7,33,25,15,79,23 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,94,41,39,15,10,25,91,43,79,12,23,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
19 64f2207b 95,90,99,91,50,52,53,93,55,92,51,54,9,94,47,49,46,48,44,39,43,38,41,45,40,42,10,11,7,12,25,33,15,60,35 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,60,35,40,93,94,41,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
20 69c68390 95,99,90,91,92,50,51,52,55,53,93,54,94,9,44,49,46,47,48,38,39,43,41,45,40,42,10,11,25,12,33,7,15,74,27 20 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,53,38,27 15 42,93,40,94,74,41,39,15,10,25,91,43,12,33,92 16 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96
21 6a5f8b48 95,90,99,91,52,54,55,53,92,51,50,93,9,94,47,46,49,48,44,43,39,45,38,40,41,42,10,11,25,33,15,7,12,29,68 20 90,7,68,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 15 42,93,40,94,41,39,29,15,10,25,91,43,12,33,92 16 98,71,57,66,65,56,97,100,8,61,77,58,21,59,96,27
22 6a8ce407 95,90,99,91,52,51,55,53,92,93,50,54,9,94,47,48,49,46,44,38,45,41,39,43,42,40,10,11,15,25,7,12,33,63,23 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,25,93,40,94,41,39,15,10,63,91,43,12,23,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
23 6d45f1e1 95,99,90,91,50,53,52,51,92,55,93,54,9,94,49,46,47,44,48,39,40,45,38,43,41,42,10,11,12,25,7,15,33,13,68 20 90,7,68,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 15 42,93,40,94,41,39,15,10,25,91,43,13,12,33,92 16 98,71,57,66,65,56,97,100,8,61,77,58,21,59,96,27
24 6f1514cd 95,99,90,91,53,55,52,92,50,93,51,54,9,94,49,47,48,46,43,39,44,45,41,38,40,42,10,11,15,25,33,12,7,30,27 20 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,53,38,27 15 42,93,40,94,30,41,39,15,10,25,91,43,12,33,92 16 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96
25 79566791 95,99,90,91,50,52,51,55,93,53,92,54,9,94,49,47,48,44,46,40,45,43,39,38,41,42,10,11,12,25,33,7,15,63,59 20 90,7,44,45,95,49,11,99,52,50,59,47,9,46,54,51,48,55,38,53 15 42,25,93,40,94,41,39,15,10,63,91,43,12,33,92 16 98,71,57,66,56,65,97,100,8,61,68,77,58,21,96,27
26 7bd74425 95,99,90,91,51,52,93,50,53,92,55,54,9,94,47,44,49,48,46,40,45,43,38,39,41,42,10,11,33,25,15,12,7,26,23 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,26,94,41,39,15,10,25,91,43,12,23,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
27 80c8326a 95,99,90,91,52,50,92,53,93,55,54,51,9,94,49,46,47,44,48,45,40,39,43,38,41,42,10,11,7,25,15,33,12,73,31 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,31,40,73,94,41,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
28 8ce09dcc 95,90,99,91,55,92,52,54,50,53,93,51,94,9,48,46,49,47,44,45,43,40,41,39,38,42,10,11,7,25,15,12,33,69,32 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,91,94,41,69,39,15,10,25,32,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
29 8e527645 95,99,90,91,93,55,92,53,50,52,51,54,94,9,47,46,49,48,44,45,43,39,40,38,42,41,10,11,25,12,15,33,7,62,37 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,62,93,40,94,41,39,37,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
30 93f9d03b 95,99,90,91,51,50,93,92,53,54,55,52,9,94,47,46,48,44,49,38,39,43,45,41,40,42,10,11,33,12,7,25,15,64,35 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,35,40,94,41,39,15,64,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
31 9965ff7d 95,90,91,99,55,93,92,52,53,51,94,54,50,9,49,48,47,46,44,45,41,43,39,38,42,40,10,11,15,12,33,25,7,28,73 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,73,94,28,41,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
32 b5b6882d 95,99,90,91,53,52,54,50,55,93,92,51,94,9,49,47,46,44,48,39,43,45,40,38,41,42,10,11,25,33,15,12,7,18,74 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,18,40,94,74,41,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
33 bd999a28 95,99,90,91,53,52,55,51,50,54,92,93,9,94,49,47,39,46,48,44,45,38,40,43,42,41,10,11,33,25,12,15,7,65,29 20 90,7,44,45,95,49,11,65,99,52,50,47,9,46,54,51,48,55,38,53 15 42,93,40,94,41,39,29,15,10,25,91,43,12,33,92 16 98,71,57,66,56,97,100,8,61,68,77,58,21,59,96,27
34 be8d64fc 95,99,90,91,52,51,93,54,50,55,92,53,94,9,47,49,46,44,48,45,38,43,39,41,40,42,10,11,25,7,33,12,15,13,30 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,94,30,41,39,15,10,25,91,43,13,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
35 c40fd813 95,99,90,91,50,53,51,52,93,55,92,54,9,94,49,47,44,39,46,45,48,38,40,41,43,42,10,11,15,33,25,12,7,37,28 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,94,28,41,39,37,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
36 c5f9a379 95,99,90,91,51,53,50,52,92,55,54,93,9,94,47,49,45,48,44,46,43,39,40,38,41,42,10,11,7,15,12,25,33,66,65 21 90,7,44,45,95,49,11,65,99,52,50,47,9,66,46,54,51,48,55,38,53 14 42,93,40,94,41,39,15,10,25,91,43,12,33,92 15 98,71,57,56,97,100,8,61,68,77,58,21,59,96,27
37 cd8df852 95,99,90,91,53,52,50,55,51,92,93,54,94,9,49,47,46,48,44,45,39,40,41,43,38,42,10,11,12,33,7,15,25,35,69 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,35,40,94,41,69,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
38 cfec2d46 95,99,90,91,53,52,50,93,51,55,92,54,9,94,49,45,47,44,48,46,40,39,43,38,42,41,10,11,33,7,12,15,25,37,18 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,18,40,94,41,39,37,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
39 d0d03833 95,99,90,91,51,50,53,52,92,55,54,93,94,9,47,49,48,44,46,39,38,45,43,40,41,42,10,11,7,15,12,25,33,62,68 20 90,7,68,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 15 42,62,93,40,94,41,39,15,10,25,91,43,12,33,92 16 98,71,57,66,65,56,97,100,8,61,77,58,21,59,96,27
40 d8521d12 95,99,90,91,51,92,52,53,93,50,55,54,9,94,49,44,47,46,48,39,45,40,38,43,41,42,10,11,33,7,15,12,25,16,72 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,94,41,39,72,16,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
41 d8836638 95,99,90,91,50,54,53,51,52,55,93,92,9,94,47,49,46,48,44,38,39,43,40,41,45,42,10,11,15,33,7,12,25,97,69 20 90,7,44,45,95,49,11,99,52,50,97,47,9,46,54,51,48,55,38,53 15 42,93,40,94,41,69,39,15,10,25,91,43,12,33,92 16 98,71,57,66,56,65,100,8,61,68,77,58,21,59,96,27
42 daf0e9ef 95,99,90,91,52,53,55,50,92,51,54,93,9,94,49,48,47,39,46,45,44,40,38,41,43,42,10,11,15,33,25,7,12,69,71 20 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,71,55,38,53 15 42,93,40,94,41,69,39,15,10,25,91,43,12,33,92 16 98,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
43 dbfb776b 95,90,91,92,93,55,52,99,53,9,50,94,51,54,47,49,48,46,44,45,41,42,40,38,43,39,10,11,15,25,12,33,7,34,69 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,94,34,41,69,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
44 e087b751 95,99,90,91,93,53,50,51,54,55,52,92,9,94,49,47,48,44,46,45,39,43,38,40,41,42,10,11,25,33,12,7,15,31,23 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,31,40,94,41,39,15,10,25,91,43,12,23,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
45 e2a464f9 95,99,90,91,51,53,50,52,93,55,92,54,9,94,49,47,48,44,45,39,46,38,40,41,43,42,10,11,15,7,25,12,33,29,69 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,94,41,69,29,39,15,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
46 e73abaeb 95,99,90,91,54,52,55,51,50,93,53,92,94,9,47,46,49,48,43,38,44,45,40,39,41,42,10,11,25,12,15,33,7,69,64 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,40,94,41,69,39,15,64,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
47 f4b59d31 95,99,90,91,50,51,52,55,53,93,92,54,94,9,47,49,46,44,48,40,45,38,43,39,41,42,10,11,25,15,33,12,7,20,31 19 90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53 16 42,93,31,40,94,41,39,15,20,10,25,91,43,12,33,92 17 98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27
48 f54db476 95,99,90,91,52,92,93,51,55,53,50,54,9,94,47,44,49,48,46,45,43,39,38,40,41,42,10,11,12,15,33,7,25,36,97 20 90,7,44,45,95,49,11,99,52,50,97,47,9,46,54,51,48,55,38,53 15 42,25,93,40,94,41,39,15,10,36,91,43,12,33,92 16 98,71,57,66,56,65,100,8,61,68,77,58,21,59,96,27
49 f9ef00a1 95,99,90,91,52,51,92,55,50,53,93,54,94,9,49,47,48,44,46,45,39,41,38,40,43,42,10,11,15,7,12,33,25,65,59 21 90,7,44,45,95,49,11,65,99,52,50,59,47,9,46,54,51,48,55,38,53 14 42,93,40,94,41,39,15,10,25,91,43,12,33,92 15 98,71,57,66,56,97,100,8,61,68,77,58,21,96,27