pandas read_excel default data type code example
Example 1: pandas read from excel
import pandas as pd
pandas.read_excel(io, sheet_name=0, header=0, names=None,
index_col=None, usecols=None,
squeeze=False, dtype=None, engine=None,
converters=None, true_values=None,
false_values=None, skiprows=None,
nrows=None, na_values=None,
keep_default_na=True, verbose=False,
parse_dates=False, date_parser=None,
thousands=None, comment=None,
skipfooter=0, convert_float=True,
mangle_dupe_cols=True, **kwds)
pd.read_excel('tmp.xlsx', index_col=0)
Example 2: excel reading
How do you do test using excel files in Java?
I use Apache POI libraries to read and write from excel file,
I add the Apache POI dependencies to my pom file.
In order to connect I use following classes.
-FileInputStream from Java. it is used to create connection to the file.
We pass the file path as constructor to it.
-WorkBook is a class that represents the excel file.
We create Workbook object using the FileInputStream object.
-Sheet represents a single sheet from the excel file.
We create sheet using Workbook object. We can create
worksheet using the 0 based index.
public String readExcel(String path, String sheetName,
int rowNum, int colNum) {
try {
FileInputStream file = new FileInputStream(path);
Workbook book = WorkbookFactory.create(file);
Sheet sheet = book.getSheet(sheetName);
Row row = sheet.getRow(rowNum);
Cell cell = row.getCell(colNum);
String cellData = cell.toString();
return cellData;
} catch (Exception e) {
throw new RuntimeException(e);
}
}
How to get row and column numbers:
int rowCount = sheet.getLastRowNum()+1; ==> why we add '+1'?
Because row num starts from 0.
int colCount = sheet.getRow(0).getLastCellNum();
String sheetName = workSheet.getSheetName();