I have a python code here which goes into SAP using BAPI RFC_READ_TABLE, queries USR02 table and bring back the results. The input is taken from an excel sheet A column and the output is pasted in B column The code is running all fine. However, for 1000 records, it is taking 8 minutes approximately to run. Can you please help in optimizing the code? I am really new at python, managed to write this heavy code but now stuck at the optimization part.
It would be really great if this can run in 1-2 minutes max.
from pyrfc import Connection, ABAPApplicationError, ABAPRuntimeError, LogonError, CommunicationError
from configparser import ConfigParser
from pprint import PrettyPrinter
import openpyxl
ASHOST='***'
CLIENT='***'
SYSNR='***'
USER='***'
PASSWD='***'
conn = Connection(ashost=ASHOST, sysnr=SYSNR, client=CLIENT, user=USER, passwd=PASSWD)
try:
wb = openpyxl.load_workbook('new2.xlsx')
ws = wb['Sheet1']
for i in range(1,len(ws['A'])+1):
    x = ws['A'+ str(i)].value
    options = [{ 'TEXT': "BNAME = '" +x+"'"}]
    fields = [{'FIELDNAME': 'CLASS'},{'FIELDNAME':'USTYP'}]
    pp = PrettyPrinter(indent=4)
    ROWS_AT_A_TIME = 10
    rowskips = 0
    while True:
    
        result = conn.call('RFC_READ_TABLE', \
        QUERY_TABLE = 'USR02', \
        OPTIONS = options, \
        FIELDS = fields, \
        ROWSKIPS = rowskips, ROWCOUNT = ROWS_AT_A_TIME)         
        rowskips += ROWS_AT_A_TIME
        if len(result['DATA']) < ROWS_AT_A_TIME:
                break
    
    data_result = result['DATA']
    length_result = len(data_result)
    for line in range(0,length_result):
        a= data_result[line]["WA"].strip()
        wb = openpyxl.load_workbook('new2.xlsx')
        ws = wb['Sheet1']
        ws['B'+str(i)].value = a
        wb.save('new2.xlsx')
except CommunicationError:
    print("Could not connect to server.")
    raise
except LogonError:
    print("Could not log in. Wrong credentials?")
    raise
except (ABAPApplicationError, ABAPRuntimeError):
    print("An error occurred.")
    raise
EDIT : So here is my updated code. For now, I have decided to output the data on command line only. Output shows where is the time taken.
try:
    output_list = []
    wb = openpyxl.load_workbook('new3.xlsx')
    ws = wb['Sheet1']
    col = ws['A']
    col_lis = [col[x].value for x in range(len(col))]
    length = len(col_lis)
    for i in range(length):
        print("--- %s seconds Start of the loop ---" % (time.time() - start_time))
        x = col_lis[i]  
        options = [{ 'TEXT': "BNAME = '" + x +"'"}]
        fields = [{'FIELDNAME': 'CLASS'},{'FIELDNAME':'USTYP'}]
        ROWS_AT_A_TIME = 10
        rowskips = 0
        while True:
            result = conn.call('RFC_READ_TABLE', QUERY_TABLE = 'USR02', OPTIONS = options, FIELDS = fields, ROWSKIPS = rowskips, ROWCOUNT = ROWS_AT_A_TIME)         
            rowskips += ROWS_AT_A_TIME
            if len(result['DATA']) < ROWS_AT_A_TIME:
                break
        print("--- %s seconds in SAP ---" % (time.time() - start_time))
        data_result = result['DATA']
        length_result = len(data_result)
        for line in range(0,length_result):
            a= data_result[line]["WA"]
            output_list.append(a)
    print(output_list)  

 
     
     
    