如何按列表中的特定顺序对特定项目进行排序

时间:2020-01-24 21:16:56

标签: python algorithm sorting

大家好,我正在尝试执行一种算法,以指定顺序对特定项目进行排序。 假设我们有一个项目列表: [1、2、1、3、3、3、2、2、2、2、2、1、3、2、2、1] 这里有三种不同类型的项目:1、2和3。我想对该列表进行排序,以使一系列遵循相同类型的项目。在排序过程中,我们无法移动该职位的项目,我们只能删除一些项目,结果应该是最长的。 该算法的结果应为:
[1、1、3、3、3、2、2、2、2、2、2、2] 我不知道为什么我的算法不起作用:


# start list
givenList = [1, 2, 1, 3, 3, 3, 2, 2, 2, 2, 2, 1, 3, 2, 2,1]
# whish list (just for an example)
whish = [1, 1, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2]
# list grouped by items ( [ [1], [2], [1], [3, 3, 3], [2, 2, 2, 2, 2] ....])
sortedList = []

# we group the elements
lastElement=0
for currentElement in givenList :
  if currentElement != lastElement :
    sortedList.append([currentElement])
    lastElement=currentElement
  else : sortedList[-1].append(currentElement)

# we print the grouped items
for index, element in enumerate(sortedList) :
  print("Bloc : ", index , " contient : " , element)

# we sort the same elements by group
result=[]
for index, element in enumerate(sortedList) :
  # we pass if it's the first group because he has no backward element
  if(index == 0) : continue
  # we pass if it's the last group because he has no afterward element
  if(index == len(sortedList) - 1) : continue
  # backward group
  backwardList = sortedList[index - 1]
  # current group
  currentList = sortedList[index]
  # afterward group
  forwardList = sortedList[index + 1]
  # if the backward groupelement type is the same as the forward
  if backwardList[0] == forwardList[0] :
    # and if the backwardlist contains more element that the current group
    if(len(backwardList) >= len(currentList)) :
      # we add the concatenation of the backwards and the forwards group
      result.append(backwardList + forwardList)
  elif backwardList[0] != forwardList[0] :
    # else we just add the current group
    result.append(currentList)
    
# we degroup the grouped and sorted list
resultSorted=[]
for e in result:
  for i in e:
    resultSorted.append(i)

# 
print("#"*20)
print("Given : ", givenList)
print("Whish : ", whish)
print("Result : ", resultSorted)
print("#"*20)


2 个答案:

答案 0 :(得分:0)

您可以尝试使用itertools.groupby来实现:

from itertools import groupby

l = [1, 2, 1, 3, 3, 3, 2, 2, 2, 2, 2, 1, 3, 2, 2, 1]

def get_max(elems, current_elems=None):
    if current_elems is None:
        current_elems = []

    for idx, (color, count) in enumerate(elems):
        if color in [c for c, _ in current_elems[:-1]]:
            continue
        yield current_elems + [(color, count)]
        yield from get_max( elems[idx+1:], current_elems + [(color, count)] )

elems = [(v, sum(1 for _ in g)) for v, g in groupby(l)]
l, _ = max(((v, sum(c for _, c in v)) for v in get_max(elems)), key=lambda k: k[1], default=[[], None])

out = []
for v, g in groupby(l, key=lambda k: k[0]):
    for _, c in g:
        out.extend([v] * c)

print(out)

打印:

[1, 1, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2]

其他测试用例:

l = [1, 2, 3]       # [1, 2, 3]
l = [1, 2, 3, 1, 1] # [2, 3, 1, 1]

答案 1 :(得分:0)

最好的解决方案是:

def solve(l):
    def aux(i, current, exclude):
        if i==len(l):
            return []
        val = l[i]
        if val in exclude:
            return aux(i+1, current, exclude)
        elif val == current:
            return [val] + aux(i+1, current, exclude)
        else:
            exclude.add(current)
            s1 = [val] + aux(i+1, val, exclude)
            exclude.remove(current)
            s2 = aux(i+1, current, exclude)
            if len(s1)>len(s2):
                return s1
            return s2

    return aux(0, -1, set())