Python 基于Python生成短8位唯一id解决方案
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Python 基于Python生成短8位唯一id解决方案
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利用62個可打印字符,通過隨機生成32位UUID,由于UUID都為十六進制,所以將UUID分成8組,每4個為一組,然后通過模62(字符0-9,a-z,A-Z總數量62個字符)操作,結果作為索引取出字符,這樣重復率大大降低,實踐測試,運行20000000次,僅出現2個重復id(僅測試過一次)。
當然,這樣還達不到唯一id,因為還是有重復的。解決方法呢,可以考慮結合數據庫、或者其它存儲來實現,以結合數據庫為例,我們可以新建一張數據庫表,并給表設置一個id字段,并且設置為主鍵、或者增加唯一約束,每次獲取8 id后,往表里插入一條數據,如果可以成功插入,說明不重復,否則說明是重復id,再次嘗試獲取。
核心代碼
#!/usr/bin/env python # -*- coding:utf-8 -*-import uuidarray = [ "0", "1", "2", "3", "4", "5","6", "7", "8", "9","a", "b", "c", "d", "e", "f","g", "h", "i", "j", "k", "l", "m", "n", "o", "p", "q", "r", "s","t", "u", "v", "w", "x", "y", "z","A", "B", "C", "D", "E", "F", "G", "H", "I","J", "K", "L", "M", "N", "O", "P", "Q", "R", "S", "T", "U", "V","W", "X", "Y", "Z"]def get_short_id():id = str(uuid.uuid4()).replace("-", '') # 注意這里需要用uuid4buffer = []for i in range(0, 8):start = i * 4end = i * 4 + 4val = int(id[start:end], 16)buffer.append(array[val % 62])return "".join(buffer)測試驗證
''' 遇到問題沒人解答?小編創建了一個Python學習交流QQ群:778463939 尋找有志同道合的小伙伴,互幫互助,群里還有不錯的視頻學習教程和PDF電子書! ''' id_set = set() # 用于存放生成的唯一id count = 0 # 用于統計出現重復的次數 index = [] # 記錄第幾次調用生成8位id出現重復 for i in range(0, 20000000):id = get_short_id()if id in id_set:count += 1index.append(str(i+1))else:id_set.add(id)print('id:%s, 運行第 %s 次, 重復數:%s , 重復率:%s, 出現重復次序 %s' % (id, i+1, count, count/(i+1)*100, ','.join(index)))總結
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