I want to swap columns from csv file using dataframe in s3 bucket. Dataframe has header row which has column name(sa_instance_state, data_interval_start,NAME)
My piece of code:
def modify_csv(**kwargs):
s3=boto3.client('s3')
read_file = s3.get_object(Bucket=Bucket, Key=Key)
df = pd.read_csv(read_file['Body'],sep=',')
print(df)
Input dataframe (print(df))
sa_instance_state data_interval_start NAME
<sqlalchemy.orm.state.InstanceState1> 2022-07-17 12:55:00+00:00 XYZ
<sqlalchemy.orm.state.InstanceState2> 2022-07-17 12:58:00+00:00 abx
Expected Result:
NAME sa_instance_state data_interval_start
XYZ <sqlalchemy.orm.state.InstanceState1> 2022-07-17 12:55:00+00:00
abx <sqlalchemy.orm.state.InstanceState2> 2022-07-17 12:58:00+00:00
>Solution :
Maybe this is what you are looking for?:
df = df[['NAME', 'sa_instance_state', 'data_interval_start']]