-
Notifications
You must be signed in to change notification settings - Fork 14
/
Copy patheasy-box-packer.rb
459 lines (433 loc) · 16 KB
/
easy-box-packer.rb
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
module EasyBoxPacker
class << self
def pack(container:, items:)
packings = []
errors = []
# pack from biggest to smallest
items.sort_by { |h| h[:dimensions].sort.reverse }.reverse.each do |item|
# If the item is just too big for the container lets give up on this
if item[:weight].to_f > container[:weight_limit].to_f
errors << "Item: #{item} is too heavy for container"
next
end
# Need a bool so we can break out nested loops once it's been packed
item_has_been_packed = false
packings.each do |packing|
# If this packings going to be too big with this
# item as well then skip on to the next packing
next if packing[:weight].to_f + item[:weight].to_f > container[:weight_limit].to_f
# remove volume size = 0 (not possible to pack)
packing[:spaces].reject! { |space| space[:dimensions].inject(:*) == 0 }
# try minimum space first
packing[:spaces].sort_by { |h| h[:dimensions].sort }.each do |space|
# Try placing the item in this space,
# if it doesn't fit skip on the next space
next unless placement = place(item, space)
# Add the item to the packing and
# break up the surrounding spaces
packing[:placements] += [placement]
packing[:weight] += item[:weight].to_f
packing[:spaces] -= [space]
packing[:spaces] += break_up_space(space, placement)
item_has_been_packed = true
break
end
break if item_has_been_packed
end
next if item_has_been_packed
# Can't fit in any of the spaces for the current packings
# so lets try a new space the size of the container
space = {
dimensions: container[:dimensions].sort.reverse,
position: [0, 0, 0]
}
placement = place(item, space)
# If it can't be placed in this space, then it's just
# too big for the container and we should abandon hope
unless placement
errors << "Item: #{item} cannot be placed in container"
next
end
# Otherwise lets put the item in a new packing
# and break up the remaing free space around it
packings += [{
placements: [placement],
weight: item[:weight].to_f,
spaces: break_up_space(space, placement)
}]
end
if packings.size > 1 && check_container_is_bigger_than_greedy_box(container, items)
{ packings: generate_packing_for_greedy_box(items), errors: [] }
else
{ packings: packings, errors: errors }
end
end
def find_smallest_container(items:)
possible_containers = []
invalid_containers = []
min_vol = items.map { |h| h[:dimensions].inject(&:*) }.inject(&:+)
# order items from biggest to smallest
sorted_items = items.sort_by { |h| h[:dimensions].sort }.reverse
# base_container = sorted_items.first
based_container = sorted_items.first
if sorted_items.size == 1
return based_container[:dimensions]
end
find_possible_container(
possible_containers: possible_containers,
invalid_containers: invalid_containers,
container: based_container[:dimensions],
items: sorted_items.map {|i| i[:dimensions]},
item_index: 1,
min_vol: min_vol)
select_container = possible_containers.map { |a| a.sort }.sort_by { |a| [a.inject(&:*), a.inject(&:+)] }.each do |c|
packing = pack(
container: { dimensions: c },
items: items)
break c if packing[:packings].size == 1 && packing[:errors].size == 0
end
check_container_is_bigger_than_greedy_box({dimensions: select_container}, items) ? item_greedy_box(items) : select_container
end
private
def std(contents)
n = contents.size
contents.map!(&:to_f)
mean = contents.reduce(&:+)/n
sum_sqr = contents.map {|x| x * x}.reduce(&:+)
Math.sqrt(((sum_sqr - n * mean * mean)/(n-1)).abs)
end
def find_possible_container(possible_containers:,invalid_containers:,container:, items:, item_index:, min_vol:)
return unless items[item_index]
c_length, c_width, c_height = container.sort.reverse
b_length, b_width, b_height = items[item_index].sort.reverse
c_permutations = [
[c_width, c_height, c_length],
[c_length, c_width, c_height],
[c_length, c_height, c_width]
]
b_permutations = [
[b_width, b_height, b_length],
[b_length, b_width, b_height],
[b_length, b_height, b_width]
]
tmp_possible_containers = []
# (1) loops base_container 3 rotations
c_permutations.each do |c_perm|
# (2) try to puts items to 3 points, then it will create 3 different possible containers
b_permutations.each do |b_perm|
tmp_possible_containers << [ c_perm[0] + b_perm[0], [c_perm[1], b_perm[1]].max, [c_perm[2], b_perm[2]].max]
tmp_possible_containers << [ [c_perm[0], b_perm[0]].max, c_perm[1] + b_perm[1], [c_perm[2], b_perm[2]].max]
tmp_possible_containers << [ [c_perm[0], b_perm[0]].max, [c_perm[1], b_perm[1]].max, c_perm[2]+ b_perm[2]]
end
end
removed_tried_container = tmp_possible_containers.map { |a| a.sort }.uniq - possible_containers - invalid_containers
return unless removed_tried_container.any?
# (3) loop all container from smallest spaces to biggest space
removed_tried_container.sort_by { |a| [a.inject(&:*), a.inject(&:+)] }.each do |cont|
# (4) next unless l * w * h >= minimum_space
if cont.inject(&:*) >= min_vol
possible_containers << cont
# else
# puts "invalid: #{cont}"
# invalid_containers << cont
# find_possible_container(possible_containers: possible_containers, invalid_containers: invalid_containers, container: cont, items: items, item_index: item_index + 1, min_vol: min_vol)
end
end
# minimum_space = (removed_tried_container).sort_by { |a| [a.inject(&:*), a.inject(&:+)] }.first
minimum_std = removed_tried_container.sort_by { |a| [std(a), a.inject(&:*), a.inject(&:+)] }.first
[minimum_std].uniq.compact.each do |cont|
find_possible_container(possible_containers: possible_containers, invalid_containers: invalid_containers, container: cont, items: items, item_index: item_index + 1, min_vol: min_vol)
end
end
def place(item, space)
item_length, item_width, item_height = item[:dimensions].sort.reverse
permutations = [
[item_width, item_height, item_length],
[item_width, item_length, item_height],
[item_height, item_width, item_length],
[item_height, item_length, item_width],
[item_length, item_width, item_height],
[item_length, item_height, item_width]
]
possible_rotations_and_margins = []
permutations.each do |perm|
# Skip if the item does not fit with this orientation
next unless perm[0] <= space[:dimensions][0] &&
perm[1] <= space[:dimensions][1] &&
perm[2] <= space[:dimensions][2]
possible_margin = [space[:dimensions][0] - perm[0], space[:dimensions][1] - perm[1], space[:dimensions][2] - perm[2]]
possible_rotations_and_margins << { margin: possible_margin, rotation: perm }
end
# select rotation with smallest margin
final = possible_rotations_and_margins.sort_by { |a| a[:margin].sort }.first
return unless final
return {
dimensions: final[:rotation],
position: space[:position],
weight: item[:weight].to_f
}
end
def break_up_space(space, placement)
return_possible_spaces = [
# HEIGHT SPACE => WIDTH => LENGTH
[
{
dimensions: [
space[:dimensions][0],
space[:dimensions][1],
space[:dimensions][2] - placement[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1],
space[:position][2] + placement[:dimensions][2]
]
},
{
dimensions: [
space[:dimensions][0],
space[:dimensions][1] - placement[:dimensions][1],
placement[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1] + placement[:dimensions][1],
space[:position][2]
]
},
{
dimensions: [
space[:dimensions][0] - placement[:dimensions][0],
placement[:dimensions][1],
placement[:dimensions][2]
],
position: [
space[:position][0] + placement[:dimensions][0],
space[:position][1],
space[:position][2]
]
}
],
# HEIGHT SPACE => LENGTH => WIDTH
[
{
dimensions: [
space[:dimensions][0],
space[:dimensions][1],
space[:dimensions][2] - placement[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1],
space[:position][2] + placement[:dimensions][2]
]
},
{
dimensions: [
space[:dimensions][0] - placement[:dimensions][0],
space[:dimensions][1],
placement[:dimensions][2]
],
position: [
space[:position][0] + placement[:dimensions][0],
space[:position][1],
space[:position][2]
]
},
{
dimensions: [
placement[:dimensions][0],
space[:dimensions][1] - placement[:dimensions][1],
placement[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1] + placement[:dimensions][1],
space[:position][2]
]
}
],
# LENGTH SPACE => HEIGHT => WIDTH
[
{
dimensions: [
space[:dimensions][0] - placement[:dimensions][0],
space[:dimensions][1],
space[:dimensions][2]
],
position: [
space[:position][0] + placement[:dimensions][0],
space[:position][1],
space[:position][2]
]
},
{
dimensions: [
placement[:dimensions][0],
space[:dimensions][1],
space[:dimensions][2] - placement[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1],
space[:position][2] + placement[:dimensions][2]
]
},
{
dimensions: [
placement[:dimensions][0],
space[:dimensions][1] - placement[:dimensions][1],
placement[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1] + placement[:dimensions][1],
space[:position][2]
]
}
],
# LENGTH SPACE => WIDTH => HEIGHT
[
{
dimensions: [
space[:dimensions][0] - placement[:dimensions][0],
space[:dimensions][1],
space[:dimensions][2]
],
position: [
space[:position][0] + placement[:dimensions][0],
space[:position][1],
space[:position][2]
]
},
{
dimensions: [
placement[:dimensions][0],
space[:dimensions][1] - placement[:dimensions][1],
space[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1] + placement[:dimensions][1],
space[:position][2]
]
},
{
dimensions: [
placement[:dimensions][0],
placement[:dimensions][1],
space[:dimensions][2] - placement[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1],
space[:position][2] + placement[:dimensions][2]
]
}
],
# WIDTH SPACE => LENGTH => HEIGHT
[
{
dimensions: [
space[:dimensions][0],
space[:dimensions][1] - placement[:dimensions][1],
space[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1] + placement[:dimensions][1],
space[:position][2]
]
},
{
dimensions: [
space[:dimensions][0] - placement[:dimensions][0],
placement[:dimensions][1],
space[:dimensions][2]
],
position: [
space[:position][0] + placement[:dimensions][0],
space[:position][1],
space[:position][2]
]
},
{
dimensions: [
placement[:dimensions][0],
placement[:dimensions][1],
space[:dimensions][2] - placement[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1],
space[:position][2] + placement[:dimensions][2]
]
}
],
# WIDTH SPACE => HEIGHT => LENGTH
[
{
dimensions: [
space[:dimensions][0],
space[:dimensions][1] - placement[:dimensions][1],
space[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1] + placement[:dimensions][1],
space[:position][2]
]
},
{
dimensions: [
space[:dimensions][0],
placement[:dimensions][1],
space[:dimensions][2] - placement[:dimensions][2]
],
position: [
space[:position][0],
space[:position][1],
space[:position][2] + placement[:dimensions][2]
]
},
{
dimensions: [
space[:dimensions][0] - placement[:dimensions][0],
placement[:dimensions][1],
placement[:dimensions][2]
],
position: [
space[:position][0] + placement[:dimensions][0],
space[:position][1],
space[:position][2]
]
}
]
]
# PICK biggest
return_possible_spaces.sort_by { |a| a.map {|aa| aa[:dimensions].sort}}.last
end
def item_greedy_box(items)
array_of_lwh = items.map { |i| i[:dimensions].sort.reverse }
items_max_length = array_of_lwh.max { |x, y| x[0] <=> y[0] }[0]
items_max_width = array_of_lwh.max { |x, y| x[1] <=> y[1] }[1]
items_total_height = array_of_lwh.inject(0) { |sum, x| sum+=x[2] }.round(1)
[items_max_length, items_max_width, items_total_height]
end
def check_container_is_bigger_than_greedy_box(container, items)
c = container[:dimensions].sort.reverse
greedy_box = item_greedy_box(items)
c[0] >= greedy_box[0] && c[1] >= greedy_box[1] && c[2] >= greedy_box[2] && container[:weight_limit].to_f >= items.inject(0) { |sum, i| sum += i[:weight].to_f }
end
def generate_packing_for_greedy_box(items)
return_h = {placements: [], weight: 0, spaces: []}
height = 0
items.each do |i|
return_h[:placements] << { dimensions: i[:dimensions], :position=>[0, 0, height], weight: i[:weight].to_f }
return_h[:weight] += i[:weight].to_f
height += i[:dimensions].sort.first.to_f
end
[return_h]
end
end
end