如何遍历while循环

Question

我正在尝试根据第三列中的计数查找每种LibraryID类别（例如3）的顶部Isbns。需要逻辑方面的帮助。

这是一个推荐系统，它基于顾客的结帐次数列出在线图书馆中的热门书籍。我有一个数据框，可以从中enter code here获取此信息。

curr.execute("SELECT c.LibraryID, o.ISBN, count(c.ItemID) FROM 
CheckoutTransactionArchive c left join OMNI o ON c.ItemID = o.BTKey 
WHERE cast(ActionStartDate as Date) between '20170101' and 
'20181231' GROUP BY c.LibraryID, o.ISBN ORDER BY c.LibraryID, 
o.ISBN;")

inputrows = pd.DataFrame(curr.fetchall())
inputrows.columns = ["LibraryID", "ISBN", "Checkout count"]
inputrows = inputrows.head(20000)
test_dict = {}
j = 1
i=0
while i< len(inputrows):
    library_id = inputrows.iloc[i,0]
    next_library_id = inputrows.iloc[i+1, 0]

    isbns = []
    counts = []

    while next_library_id == library_id :
        isbn = inputrows.iloc[j, 1]
        count = inputrows.iloc[j, 2]
        isbns.append(isbn)
        counts.append(count)
        next_library_id = inputrows.iloc[j, 0]
        library_id = inputrows.iloc[i,0]
        j+=1
        i+=1

    if next_library_id != library_id:
        i+=1
        j+=1

数据框如下所示：

LibraryID     ISBN     COUNT
    1               1        3
    1               2        2
    1               3        1
    1               4        3
    1               5        3
    1               6        34
    2               7        3
    2               8        12
    2               9        10
    3               10        3
    4               11        1
    4               12        3

我想要Python中以LibraryID为键的字典，并且基于计数，值将排在前n个ISBNS上。 例如，这里的字典看起来像这样。 用于最多前三本书

{1: [6,5,4],
2: [9,8,7],
3:[10],
4 : [11,12]}

在前十名中，顺序并不重要。