将Excel转换为Python数据

如何将Excel工作簿转换为字典

以下是一个示例代码片段,演示了如何使用Aspose.Cells for Python via .NET将Excel数据导出为字典:

  1. 加载样本文件。 1.遍历所有工作表,使用Aspose.Cells for Python Excel库将工作簿转换为字典。
import aspose.cells
from aspose.cells import Workbook, Worksheet, Range
# Open the Excel workbook
book = Workbook("sample_data.xlsx")
# excel to Dictionary
sheet_count = book.worksheets.capacity - 1
excel_dict = {}
for sheet_index in range(0, sheet_count):
worksheet_list =[]
sheet = book.worksheets.get(sheet_index)
cells = sheet.cells
rows = cells.rows
max_column_index = cells.max_column + 1
row_count = rows.count
index = -1
for row_index in range(0, row_count):
row = rows.get_row_by_index(row_index)
if row_index != row.index:
for blank_row_index in range(index+1, row.index):
blank_row =[]
for blank_column_index in range(0,max_column_index):
blank_row.append("")
worksheet_list.append(blank_row)
data_row =[]
for column_index in range(0,max_column_index):
curr_cell = cells.check_cell(row.index, column_index)
if curr_cell:
data_row.append(curr_cell.value)
else:
data_row.append("")
worksheet_list.append(data_row)
index = row.index
excel_dict[sheet.name] = worksheet_list
print(excel_dict)

输出结果:

{'Sheet1': [['City', 'Region', 'Store'], ['Chicago', 'Central', 3055], ['New York', 'East', 3036], ['Detroit', 'Central', 3074]], 'Sheet2': [['City2', 'Region2', 'Store3'], ['Seattle', 'West', 3000], ['philadelph', 'East', 3082], ['Detroit', 'Central', 3074]], 'Sheet3': [['City3', 'Region3', 'Store3'], ['Seattle', 'West', 3166], ['New York', 'East', 3090], ['Chicago', 'Central', 3055]]}

如何将Excel工作簿转换为列表

以下是一个示例代码片段,演示了如何使用Aspose.Cells for Python将Excel数据导出到列表中via .NET:

  1. 加载样本文件
  2. 遍历所有工作表,并使用Aspose.Cells for Python Excel库将工作簿转换为列表。
import aspose.cells
from aspose.cells import Workbook, Worksheet, Range
# Open the Excel workbook
book = Workbook("sample_data.xlsx")
# workbook to list
sheet_count = book.worksheets.capacity - 1
workbook_list = []
for sheet_index in range(0, sheet_count):
worksheet_list =[]
sheet = book.worksheets.get(sheet_index)
cells = sheet.cells
rows = cells.rows
max_column_index = cells.max_column + 1
row_count = rows.count
index = -1
for row_index in range(0, row_count):
row = rows.get_row_by_index(row_index)
if row_index != row.index:
for blank_row_index in range(index+1, row.index):
blank_row =[]
for blank_column_index in range(0,max_column_index):
blank_row.append("")
worksheet_list.append(blank_row)
data_row =[]
for column_index in range(0,max_column_index):
curr_cell = cells.check_cell(row.index, column_index)
if curr_cell:
data_row.append(curr_cell.value)
else:
data_row.append("")
worksheet_list.append(data_row)
index = row.index
workbook_list.append(worksheet_list)
print(workbook_list)

输出结果:

[[['City', 'Region', 'Store'], ['Chicago', 'Central', 3055], ['New York', 'East', 3036], ['Detroit', 'Central', 3074]], 
[['City2', 'Region2', 'Store3'], ['Seattle', 'West', 3000], ['philadelph', 'East', 3082], ['Detroit', 'Central', 3074]], [['City3', 'Region3', 'Store3'], ['Seattle', 'West', 3166], ['New York', 'East', 3090], ['Chicago', 'Central', 3055]]] 

如何将工作表转换为列表

以下是一个示例代码片段,演示了如何使用Aspose.Cells for Python将工作表数据导出到列表中via .NET:

  1. 加载样本文件
  2. 获取第一个工作表。
  3. 使用Aspose.Cells for Python Excel库将工作表数据转换为列表。
import aspose.cells
from aspose.cells import Workbook, Worksheet, Range
# Open the Excel workbook
book = Workbook("sample_data.xlsx")
# Get the first worksheet
sheet1 = book.worksheets.get(0)
cells = sheet1.cells
rows = cells.rows
max_column_index = sheet1.cells.max_column + 1
# worksheet to list
worksheet_list =[]
row_count = rows.count
index = -1
for row_index in range(0, row_count):
row = rows.get_row_by_index(row_index)
if row_index != row.index:
for blank_row_index in range(index+1, row.index):
blank_row =[]
for blank_column_index in range(0,max_column_index):
blank_row.append("")
worksheet_list.append(blank_row)
data_row =[]
for column_index in range(0,max_column_index):
curr_cell = cells.check_cell(row.index, column_index)
if curr_cell:
data_row.append(curr_cell.value)
else:
data_row.append("")
worksheet_list.append(data_row)
index = row.index
print(worksheet_list)

输出结果:

[['City', 'Region', 'Store'], ['Chicago', 'Central', 3055], ['New York', 'East', 3036], ['Detroit', 'Central', 3074]]

如何将Excel的ListObject转换为列表

以下是一个示例代码片段,演示了如何使用Aspose.Cells for Python将ListObject数据导出到列表中via .NET:

  1. 加载样本文件
  2. 获取第一个工作表。
  3. 创建ListObject对象。
  4. 使用Aspose.Cells for Python Excel库将ListObject数据转换为列表。
import aspose.cells
from aspose.cells import Workbook, Worksheet, Range
# Open the Excel workbook
book = Workbook("sample_data.xlsx")
# Get the first worksheet
sheet1 = book.worksheets.get(0)
cells = sheet1.cells
# listobject to list
table_index = sheet1.list_objects.add("A1", "C4", True)
table = sheet1.list_objects[table_index]
table_list =[]
for row_index in range(table.start_row , table.end_row + 1):
row =[]
for column_index in range(table.start_column, table.end_column + 1):
curr_cell = cells.check_cell(row_index, column_index)
if curr_cell:
row.append(curr_cell.value)
else:
row.append("")
table_list.append(row)
print(table_list)

输出结果:

[['City', 'Region', 'Store'], ['Chicago', 'Central', 3055], ['New York', 'East', 3036], ['Detroit', 'Central', 3074]]

如何将Excel的行转换为列表

以下是一个示例代码片段,演示了如何使用Aspose.Cells for Python将行数据导出到列表中via .NET:

  1. 加载样本文件
  2. 获取第一个工作表。
  3. 通过行索引获取行对象。
  4. 使用Aspose.Cells for Python Excel库将行数据转换为列表。
import aspose.cells
from aspose.cells import Workbook, Worksheet, Range
# Open the Excel workbook
book = Workbook("sample_data.xlsx")
# Get the first worksheet
sheet1 = book.worksheets.get(0)
cells = sheet1.cells
# row to list
max_column_index = sheet1.cells.max_column + 1
row_index = cells.max_data_row
row_list = []
for column_index in range(0,max_column_index):
curr_cell = cells.check_cell(row_index, column_index)
if curr_cell:
row_list.append(curr_cell.value)
else:
row_list.append("")
print(row_list)

输出结果:

['Detroit', 'Central', 3074]

如何将Excel列转换为列表

以下是一个代码片段示例,演示如何使用Aspose.Cells for Python via .NET将列数据导出为列表:

  1. 加载样本文件
  2. 获取第一个工作表。
  3. 通过列索引获取列对象。
  4. 使用Aspose.Cells for Python Excel库将列数据转换为列表。
import aspose.cells
from aspose.cells import Workbook, Worksheet, Range
# Open the Excel workbook
book = Workbook("sample_data.xlsx")
# Get the first worksheet
sheet1 = book.worksheets.get(0)
cells = sheet1.cells
# column to list
max_row_index = sheet1.cells.max_row + 1
column_index = cells.max_data_column
column_list = []
for row_index in range(0,max_row_index):
curr_cell = sheet1.cells.check_cell(row_index, column_index)
if curr_cell:
column_list.append(curr_cell.value)
else:
column_list.append("")
print(column_list)

输出结果:

['Store', 3055, 3036, 3074]

如何将Excel范围转换为列表

以下是一个代码片段示例,演示如何使用Aspose.Cells for Python via .NET将范围数据导出为列表:

  1. 加载样本文件
  2. 获取第一个工作表。
  3. 创建范围。
  4. 使用Aspose.Cells for Python Excel库将范围数据转换为列表。
import aspose.cells
from aspose.cells import Workbook, Worksheet, Range
# Open the Excel workbook
book = Workbook("sample_data.xlsx")
# Get the first worksheet
sheet1 = book.worksheets.get(0)
# range to list
cells = sheet1.cells
range_obj = cells.create_range("B1", "C3")
range_list =[]
for row_index in range(range_obj.first_row , range_obj.first_row + range_obj.row_count ):
row =[]
for column_index in range(range_obj.first_column, range_obj.first_column + range_obj.column_count):
curr_cell = cells.check_cell(row_index, column_index)
if curr_cell:
row.append(curr_cell.value)
else:
row.append("")
range_list.append(row)
print(range_list)

输出结果:

[['Region', 'Store'], ['Central', 3055], ['East', 3036]]