Convert date string "1/09/2020" to string "1-Sep-2020" in python. Try every solution mentioned in stackoverflow but not able to change it. Sometimes the Value error comes data format doesn't match, when I try to match it then error come day out of range. Is there problem in excel data or I am writing the code wrong. Please help me to solve this issue???
xlsm_files=['202009 - September - Diamond Plod Day & Night MKY021.xlsm']
import time
import pandas as pd
import numpy as np
import datetime
df=pd.DataFrame()
for fn in xlsm_files:
all_dfs=pd.read_excel(fn, sheet_name=None, engine='openpyxl')
list_data = all_dfs.keys()
all_dfs.pop('Date',None)
all_dfs.pop('Ops Report',None)
all_dfs.pop('Fuel Report',None)
all_dfs.pop('Bit Report',None)
all_dfs.pop('Plod Example',None)
all_dfs.pop('Plod Definitions',None)
all_dfs.pop('Consumables',None)
df2 = pd.DataFrame(columns=["PlodDate"])
for ws in list_data:
df1 = all_dfs[ws]
new_row = {'PlodDate':df1.iloc[3,3]}
df2 = df2.append(new_row,ignore_index=True)
df2['PlodDate']=pd.to_datetime(df2['PlodDate'].astype(str), format="%d/%m/%Y")
df2['PlodDate']=df2['PlodDate'].apply(lambda x: x.strftime("%d-%b-%Y"))
df2
ValueError: day is out of range for month or doesnot match format
Method 1-Tried because it show error date out of range
try:
datetime.datetime.strptime(df2['PlodDate'].astype(str).values[0],"%d/%m/%Y")
except ValueError:
continue
df2['PlodDate']=pd.to_datetime(df2['PlodDate'].astype(str), format="%d/%m/%Y")
df2['PlodDate']=df2['PlodDate'].apply(lambda x: x.strftime("%d-%b-%Y"))
Excel File Attached
df2['PlodDate']=pd.to_datetime(df2['PlodDate'].astype(str), format="%d/%m/%Y")
date = df2['PlodDate'].split('/')
df2['PlodDate'] = datetime.date(int(date[2]), int(date[1]), int(date[0])).strftime('%d-%b-%Y')
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