I have a list of items:
ShelvesToPack = [{'ShelfLength': 2278.0, 'ShelfWidth': 356.0, 'ShelfArea':
759152.0, 'ItemNames': 1},
{'ShelfLength': 1220.0, 'ShelfWidth': 610.0, 'ShelfArea': 372100.0,
'ItemNames': 2},
{'ShelfLength': 2310.0, 'ShelfWidth': 762.0, 'ShelfArea': 1760220.0,
'ItemNames': 3},
{'ShelfLength': 610.0, 'ShelfWidth': 610.0, 'ShelfArea': 1450435.0,
'ItemNames': 4}]
I have a certain criteria and I want to group the items based on those.
I need the program that tells how many minimum number of groups one can have
and how the items are grouped. I would like to form groups of these items such
that (sum of shelflength (of itmes) <= max length or sum of shelfwidth (of
items) <= max width) and sum of ShelfArea (of items) <= Max Area. In this case,
if we look at the logic we can have all the items packed in minimum 2 groups -
item 1 and 3 will form one group and item 2 & 4 will form other group. I would
like to have the answer in the format:
[[{'ShelfLength': 2278.0, 'ShelfWidth': 356.0, 'ShelfArea': 759152.0,
'ItemNames': 1} ,
{'ShelfLength': 2310.0, 'ShelfWidth': 762.0, 'ShelfArea': 1760220.0,
'ItemNames': 3}],
[{'ShelfLength': 1220.0, 'ShelfWidth': 610.0, 'ShelfArea': 372100.0,
'ItemNames': 2},
, {'ShelfLength': 610.0, 'ShelfWidth': 610.0, 'ShelfArea': 1450435.0,
'ItemNames': 4}]]
I have written a code but it does only one grouping ( need some help why it
doesnot for the remaining items and what corrections need to be done) .
ShelvesToPack_sorted=sorted(ShelvesToPack, key = itemgetter('ShelfWidth'),
reverse = True)
AreaOfObject= 2972897.28
current_width = 0
current_length = 0
current_area =0
shelf =[]
shelves=[]
if len(ShelvesToPack_sorted) > 0:
for item in ShelvesToPack_sorted:
if (current_width + item['ShelfWidth'] <= 1219.2 or
current_length + item['ShelfLength'] <= 2438.5) and current_area +
item['ShelfArea'] <= AreaOfObject:
shelf.append(item)
current_width += item['ShelfWidth']
current_length += item['ShelfLength']
current_area += item['ShelfArea']
del item
if shelf:
shelves.append(shelf)
print(shelves)
This produces only one grouping and does not group the remaining items.
[[{'ShelfLength': 2310.0, 'ItemNames': 3, 'ShelfArea': 1760220.0, 'ShelfWidth':
762.0}, {'ShelfLength': 2278.0, 'ItemNames': 1, 'ShelfArea': 759152.0,
'ShelfWidth': 356.0}]]
Can anyone please suggest?
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