main.py

from functions import *

inputs = pd.read_csv('warehouse_log_inputs.csv')
outputs = pd.read_csv('warehouse_log_outputs.csv')

inputs['Date'] = pd.to_datetime(inputs['Date'], format="%d/%m/%Y")
outputs['Date'] = pd.to_datetime(outputs['Date'], format="%d/%m/%Y")

racks = [Rack(id=i) for i in range(NUM_OF_RACKS)]

total_placement_time_initial, total_placement_time_a_initial, total_placement_time_b_initial, total_placement_time_c_initial, total_retrieval_time_initial, \
    total_retrieval_time_a_initial, total_retrieval_time_b_initial, total_retrieval_time_c_initial, total_placement_distance_covered_initial, \
    total_placement_distance_covered_a_initial, total_placement_distance_covered_b_initial, total_placement_distance_covered_c_initial, \
    total_retrieval_distance_covered_initial, total_retrieval_distance_covered_a_initial, total_retrieval_distance_covered_b_initial, \
    total_retrieval_distance_covered_c_initial = simulate_with_initial_placement(racks, inputs, outputs)

racks = [Rack(id=i) for i in range(NUM_OF_RACKS)]

total_placement_time_optimized, total_placement_time_a_optimized, total_placement_time_b_optimized, total_placement_time_c_optimized, total_retrieval_time_optimized, \
    total_retrieval_time_a_optimized, total_retrieval_time_b_optimized, total_retrieval_time_c_optimized, total_placement_distance_covered_optimized, \
    total_placement_distance_covered_a_optimized, total_placement_distance_covered_b_optimized, total_placement_distance_covered_c_optimized, \
    total_retrieval_distance_covered_optimized, total_retrieval_distance_covered_a_optimized, total_retrieval_distance_covered_b_optimized, \
    total_retrieval_distance_covered_c_optimized = simulate_with_optimized_placement(racks, inputs, outputs)

print("\n\n")

print(f"Total placement time with initial placement: {total_placement_time_initial / 60} minutes")
print(f"Category A placement time with initial placement: {total_placement_time_a_initial / 60} minutes")
print(f"Category B placement time with initial placement: {total_placement_time_b_initial / 60} minutes")
print(f"Category C placement time with initial placement: {total_placement_time_c_initial / 60} minutes")
print(f"Total retrieval time with initial placement: {total_retrieval_time_initial / 60} minutes")
print(f"Category A retrieval time with initial placement: {total_retrieval_time_a_initial / 60} minutes")
print(f"Category B retrieval time with initial placement: {total_retrieval_time_b_initial / 60} minutes")
print(f"Category C retrieval time with initial placement: {total_retrieval_time_c_initial / 60} minutes")
print(f"Total placement distance covered with initial placement: {total_placement_distance_covered_initial} meters")
print(
    f"Category A placement distance covered with initial placement: {total_placement_distance_covered_a_initial} meters")
print(
    f"Category B placement distance covered with initial placement: {total_placement_distance_covered_b_initial} meters")
print(
    f"Category C placement distance covered with initial placement: {total_placement_distance_covered_c_initial} meters")
print(f"Total retrieval distance covered with initial placement: {total_retrieval_distance_covered_initial} meters")
print(
    f"Category A retrieval distance covered with initial placement: {total_retrieval_distance_covered_a_initial} meters")
print(
    f"Category B retrieval distance covered with initial placement: {total_retrieval_distance_covered_b_initial} meters")
print(
    f"Category C retrieval distance covered with initial placement: {total_retrieval_distance_covered_c_initial} meters")
print(
    f"Total time with initial placement: {total_placement_time_initial / 60 + total_retrieval_time_initial / 60} minutes")
print(
    f"Total distance covered with initial placement: {total_placement_distance_covered_initial + total_retrieval_distance_covered_initial} meters")

print("\n\n")

print(f"Total placement time with optimized placement: {total_placement_time_optimized / 60} minutes")
print(f"Category A placement time with optimized placement: {total_placement_time_a_optimized / 60} minutes")
print(f"Category B placement time with optimized placement: {total_placement_time_b_optimized / 60} minutes")
print(f"Category C placement time with optimized placement: {total_placement_time_c_optimized / 60} minutes")
print(f"Total retrieval time with optimized placement: {total_retrieval_time_optimized / 60} minutes")
print(f"Category A retrieval time with optimized placement: {total_retrieval_time_a_optimized / 60} minutes")
print(f"Category B retrieval time with optimized placement: {total_retrieval_time_b_optimized / 60} minutes")
print(f"Category C retrieval time with optimized placement: {total_retrieval_time_c_optimized / 60} minutes")
print(f"Total placement distance covered with optimized placement: {total_placement_distance_covered_optimized} meters")
print(
    f"Category A placement distance covered with optimized placement: {total_placement_distance_covered_a_optimized} meters")
print(
    f"Category B placement distance covered with optimized placement: {total_placement_distance_covered_b_optimized} meters")
print(
    f"Category C placement distance covered with optimized placement: {total_placement_distance_covered_c_optimized} meters")
print(f"Total retrieval distance covered with optimized placement: {total_retrieval_distance_covered_optimized} meters")
print(
    f"Category A retrieval distance covered with optimized placement: {total_retrieval_distance_covered_a_optimized} meters")
print(
    f"Category B retrieval distance covered with optimized placement: {total_retrieval_distance_covered_b_optimized} meters")
print(
    f"Category C retrieval distance covered with optimized placement: {total_retrieval_distance_covered_c_optimized} meters")
print(
    f"Total time with optimized placement: {total_placement_time_optimized / 60 + total_retrieval_time_optimized / 60} minutes")
print(
    f"Total distance covered with optimized placement: {total_placement_distance_covered_optimized + total_retrieval_distance_covered_optimized} meters")