Reputation: 12406
I am trying to write a matrix prepared with NumPy to an EXCEL file. I need to specify a range of cells in which the matrix must be written.
I need to write the matrix to cells A4:Z512 in sheet 4 of the EXCEL file.
Now, the standard EXCEL file has 3 sheets, so I need to first add a 4th sheet and then write the matrix to it.
Is there a way to do this in python 2.7? Is it possible to do this with pure NumPy or not?
Upvotes: 0
Views: 2683
Reputation: 2038
I have not used NumPy, so I am not sure if you can manipulate excel files. But for working on excel files I recommend using the win32com library. Below is some code I have used in the past to make win32com API easier to use. Feel free to use the code yourself. Hope this helps!
import win32com.client as win32
excel = win32.gencache.EnsureDispatch('Excel.Application')
def openExcel(makeExcelVisible=True):
excel.Visible = makeExcelVisible
def closeExcel():
excel.Application.Quit()
class ExcelFile(object):
# opens up a workbook to work on, not selecting a file name creates a new one
def __init__(self, fileName=None):
if fileName == None:
self.wb = excel.Workbooks.Add()
else:
self.wb = excel.Workbooks.Open(fileName)
self.ws = None
def addWorksheet(self):
# adds a new worksheet to the workbook and makes it the current worksheet
self.ws = self.wb.Worksheets.Add()
def selectWorksheet(self, worksheetName):
# selects a worksheet to work on
self.ws = self.wb.Worksheets(worksheetName)
def renameWorksheet(self, worksheetName):
# renames current worksheet
self.ws.Name = worksheetName
def save(self):
# saves the workbook
self.wb.Save()
def saveAs(self, fileName):
# saves the workbook with the file name
self.wb.SaveAs(fileName)
def close(self):
# closes the workbook
self.wb.Close()
def insertIntoCell(self, cellRow, cellCol, data):
self.ws.Cells(cellRow,cellCol).Value = data
def clearCell(self, cellRow, cellCol):
self.ws.Cells(cellRow,cellCol).Value = None
Here is an example of how to use the code above. It creates a new excel file, renames the worksheets, adds information into the first cell on each worksheet and saves the file as "test.xlsx". Default save location is your home directory.
worksheets = ["Servers", "Printers", "Drives", "IT Phones"]
information = ["Server WS", "Printer WS", "Driver WS", "IT Phone WS"]
def changeCells(information):
excelFile = ExcelFile()
for index in xrange(len(worksheets)):
sheetNumber = index + 1
if sheetNumber == 4:
excelFile.addWorksheet()
excelFile.selectWorksheet("Sheet%d" % sheetNumber)
excelFile.renameWorksheet(worksheets[index])
excelFile.insertIntoCell(1,1,information[index])
excelFile.saveAs("test.xlsx")
excelFile.close()
openExcel()
changeCells(information)
closeExcel()
Also, I would recommend looking at the API for win32com yourself. It's a very nice and useful library.
I put together the actual code you would need for entering your matrix on Sheet4 to A4:Z512.
def addMatrix(matrix):
# use ExcelFile("fileName.xlsx") if you need to add to a specific file
excelFile = ExcelFile()
excelFile.addWorksheet()
# default excel files only have 3 sheets so had to add one
excelFile.selectWorksheet("Sheet4")
# xrange(4,513) since end index is exclusive
for row in xrange(4,513):
# 1 for A, 26 for Z
for col in xrange(1,27):
mRow = row - 4
mCol = col - 1
excelFile.insertIntoCell(row, col, matrix[mRow][mCol])
excelFile.saveAs("test.xlsx")
excelFile.close()
matrix = list()
for row in xrange(509):
matrix.append([])
for col in xrange(26):
matrix[row].append(0)
# the matrix is now filled with zeros
# use openExcel(False) to run faster, it won't open a window while running
openExcel()
addMatrix(matrix)
closeExcel()
Upvotes: 1