| |
| import gradio as gr |
| import math |
| import pandas as pd |
|
|
| def production_planner(total_production, machines_available, daily_capacity_per_machine, target_days=None): |
| """ |
| Smart Production Planner: |
| - total_production: total units to produce |
| - machines_available: number of machines |
| - daily_capacity_per_machine: units a machine produces per shift |
| - target_days: optional, desired completion time |
| """ |
| if machines_available <= 0 or daily_capacity_per_machine <= 0 or total_production <= 0: |
| return "All input values must be greater than 0", "", "", "", pd.DataFrame() |
| |
| capacity_per_day_one_shift = machines_available * daily_capacity_per_machine |
|
|
| if target_days: |
| shifts_per_day = math.ceil(total_production / (capacity_per_day_one_shift * target_days)) |
| days_required = target_days |
| else: |
| days_required = math.ceil(total_production / capacity_per_day_one_shift) |
| shifts_per_day = 1 |
|
|
| production_per_shift_per_machine = daily_capacity_per_machine |
| total_daily_capacity = capacity_per_day_one_shift * shifts_per_day |
|
|
| |
| production_remaining = total_production |
| schedule = [] |
| for day in range(1, days_required + 1): |
| for shift in range(1, shifts_per_day + 1): |
| shift_production = min(production_remaining, machines_available * production_per_shift_per_machine) |
| schedule.append({ |
| "Day": day, |
| "Shift": shift, |
| "Production This Shift": shift_production, |
| "Production per Machine": math.ceil(shift_production / machines_available) |
| }) |
| production_remaining -= shift_production |
| if production_remaining <= 0: |
| break |
| if production_remaining <= 0: |
| break |
|
|
| schedule_df = pd.DataFrame(schedule) |
|
|
| return days_required, shifts_per_day, production_per_shift_per_machine, total_daily_capacity, schedule_df |
|
|
| |
| demo = gr.Interface( |
| fn=production_planner, |
| inputs=[ |
| gr.Number(label="Total Production Required"), |
| gr.Number(label="Number of Machines Available"), |
| gr.Number(label="Daily Capacity per Machine"), |
| gr.Number(label="Target Completion Days (optional)", value=None) |
| ], |
| outputs=[ |
| gr.Number(label="Estimated Days Required"), |
| gr.Number(label="Shifts Per Day Required"), |
| gr.Number(label="Production per Shift per Machine"), |
| gr.Number(label="Total Daily Production Capacity"), |
| gr.Dataframe(label="Shift Distribution Schedule") |
| ], |
| title="Smart Production Planner", |
| description="Enter production requirements, machine info, and optional target days to calculate days, shifts, and a full production schedule." |
| ) |
|
|
| demo.launch() |
|
|
