[英]Creating dictionary from excel workbook in python using sheet names as key
I have multiple excels sheets in workbook with names like sheet1, sheet2 , sheet3 and I am converting the data in each sheet into a dictionary using headers as key. 我的工作簿中有多个Excel工作表,它们的名称类似于sheet1,sheet2,sheet3,并且我正在使用标题作为键将每个工作表中的数据转换为字典。 But now I want to create a nested dictionary where i add sheet name as key to each of the above dictionaries. 但是现在我想创建一个嵌套的字典,在其中添加工作表名称作为上述每个字典的键。 My table has multiple sheets of this form: Sheet1 我的表有多个这种形式的工作表:Sheet1
IP Address prof type
xx.xx.xx abc xyz
xx.xx.xx efg ijk
Sheet2 Sheet2中
IP Address prof type
xx.xx.xx abc xyz
xx.xx.xx efg ijk
Now I attempted like this: 现在我尝试这样:
from xlrd import open_workbook
book = open_workbook('workbook.xls')
sheet = book.sheet_by_index(0)
sheet_names = book.sheet_names()
# reading header values
keys = [sheet.cell(0, col_index).value for col_index in range(sheet.ncols)]
dict_list = []
for row_index in range(1, sheet.nrows):
d = {keys[col_index]: sheet.cell(row_index, col_index).value
for col_index in range(sheet.ncols)}
dict_list.append(d)
print (dict_list)
Which prints this : 哪个打印此:
[{'IP Address': 'xx.xx.xx', 'prof': 'abc', 'type': 'xyz'}, {'IP Address':
'xx.xx.xx', 'prof': 'efg', 'type': 'ijk'}]
what I need is :
[{'Sheet1':{'IP Address': 'xx.xx.xx', 'prof': 'abc', 'type': 'xyz'}, {'IP
Address': 'xx.xx.xx', 'prof': 'efg', 'type': 'ijk'}},
{'Sheet2':{'IP Address': 'xx.xx.xx', 'prof': 'abc', 'type': 'xyz'}, {'IP
Address': 'xx.xx.xx', 'prof': 'efg', 'type': 'ijk'}},
]
I have problems adding the sheet name as key for multiple sheets in workbook. 我在将工作表名称添加为工作簿中多个工作表的键时遇到问题。
Any help will be appreciated. 任何帮助将不胜感激。
from xlrd import open_workbook
book = open_workbook('Workbook1.xlsx')
pointSheets = book.sheet_names()
full_dict = {}
for i in pointSheets:
# reading header values
sheet = book.sheet_by_name(i)
keys = [sheet.cell(0, col_index).value for col_index in range(sheet.ncols)]
dict_list = []
for row_index in range(1, sheet.nrows):
d = {keys[col_index]: sheet.cell(row_index, col_index).value
for col_index in range(sheet.ncols)}
dict_list.append(d)
full_dict[i] = dict_list
dict_list = {}
print (full_dict)
This code iterates over each sheet and appends to ´full_dict´ the sheet_name followed by what your code already returned for each sheet. 此代码遍历每个工作表,并在sheet_name后面附加“ full_dict”,然后是您为每个工作表返回的代码。 The aquisition of names was done referencing " How to get excel sheet name in Python using xlrd " 参考“ 如何使用xlrd在Python中获取Excel工作表名称 ”完成名称的获取
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