Manufacturing Production Log Agent

import pandas as pd
from datetime import datetime

def calc_oee(run_time, total_time, good_count, total_count):
    availability = run_time / total_time
    performance = total_count / (run_time * ideal_cycle)
    quality = good_count / total_count
    return availability * performance * quality

def flag_anomalies(lines, threshold=0.75):
    flagged = []
    for line in lines:
        if line['oee'] < threshold:
            flagged.append(line['name'])
    return flagged

# Log daily production report