def test10():
INPUTFILE1 = os.path.join(BASE_PATH, 'Students6.xlsx')
datas = ExcelUntil.readExcelFile(INPUTFILE1, headerRow=0)
page_01=datas['Page_001']
page_02=datas['Page_002']
# 追加已有
students=page_01.append(page_02).reset_index(drop=True)
print(students)
# 追加新建
stu=pd.Series({'ID':43,'Name':'Abel','Score':98})
students=students.append(stu,ignore_index=True)
print(students)
# 删除
students=students.drop(index=[38,39])
print(students)
# 插入
stu=pd.Series({'ID':100,'Name':'Bail','Score':82})
part1=students[:21]
part2=students[21:]
students=part1.append(stu,ignore_index=True).append(part2,ignore_index=True)
print(students)
# 更改
stu=pd.Series({'ID':101,'Name':'lina','Score':100})
students.iloc[38]=stu
print(students)
students.loc[37,'Name']='Lili'
print(students)
# 设置空值
for i in range(5,15):
students['Name'].at[i]=' '
# 去除空值
missing=students.loc[students['Name']==' ']
students.drop(missing.index,inplace=True)
print(students)
students=students.reset_index(drop=True)
print(students)
def test11():
INPUTFILE1 = os.path.join(BASE_PATH, 'Students6.xlsx')
datas = ExcelUntil.readExcelFile(INPUTFILE1, headerRow=0)
page_01=datas['Page_001']
page_02=datas['Page_002']
# 追加列
page_01['Age']=26
print(page_01)
# 删除列
page_01.drop(columns=['Score','Age'],inplace=True)
print(page_01)
#插入列
page_01.insert(1,column='Foo',value=np.repeat('for',len(page_01)))
print(page_01)
#改列名
page_01.rename(columns={'Foo':'FOO','Name':'NAME'},inplace=True)
print(page_01)
# 设置空值
page_01['ID']=page_01['ID'].astype(float)
for i in range(5,10):
page_01['ID'].at[i]=np.nan
page_01.loc[i,'NAME']='小米'
print(page_01)
# 去掉空值
page_01.dropna(inplace=True)
print(page_01)
page_01=page_01.reset_index(drop=True)
print(page_01)
