How to sort this List of Dictionary of dictionaries

Question

def searchSimilarDocumentsByPhrases(corpus, Ids, contractIds,count,phrases=None):
  tfidf = TfidfVectorizer(vocabulary = phrases, ngram_range=(1, 6))
  tfs = tfidf.fit_transform(corpus)
  feature_names = tfidf.get_feature_names_out()
  rows, cols = tfs.nonzero()

  phrase_counts = defaultdict(list)
  for row, col in zip(rows, cols):
    phraseCount = corpus[row].count(feature_names[col])
    phrase_counts[feature_names[col]].append({Ids[row]:{contractIds[row]: phraseCount}})

  counter=count
  phraselist=[]
  for phrase, counts in phrase_counts.items():
    counts.sort(key=lambda x: list(x.items()), reverse=True) 
    counts=counts[:counter]
    phraselist.append(phrase)
    phraselist.append(counts)
  return phraselist

Input provided by me is

{ "phrases":
 [
  "test and evaluation"
 ],
 "count":"16"
}

I am getting Output as

[ "test and evaluation", [ { "1180": { "LMLB_C-157": 4 } }, { "1179": { "LMLB_C-156": 1 } }, { "1156": { "LMLB_C-135": 1 } }, { "1146": { "LMLB_C-125": 2 } }, { "1103": { "LMLB_C-82": 3 } }, { "1099": { "LMLB_C-78": 1 } }, { "1089": { "LMLB_C-68": 2 } }, { "1088": { "LMLB_C-67": 1 } }, { "1087": { "LMLB_C-66": 1 } }, { "1084": { "LMLB_C-63": 1 } }, { "1080": { "LMLB_C-59": 21 } }, { "1078": { "LMLB_C-57": 1 } }, { "1076": { "LMLB_C-55": 2 } }, { "1071": { "LMLB_C-50": 2 } }, { "64": { "LMLB_C-41": 2 } }, { "24": { "LMLB_C-2": 1 } } ],

While I expect the Output to be like below Descending order of the values

[
    "test and evaluation",
    [
        {
            "1080": {
                "LMLB_C-59": 21
            }
        },
        {
            "1180": {
                "LMLB_C-157": 4
            }
        },
        {
            "1103": {
                "LMLB_C-82": 3
            }
        },
        {
            "1076": {
                "LMLB_C-55": 2
            }
        },
        {
            "1071": {
                "LMLB_C-50": 2
            }
        },
        {
            "1089": {
                "LMLB_C-68": 2
            }
        },
        {
            "1146": {
                "LMLB_C-125": 2
            }
        },
        {
            "64": {
                "LMLB_C-41": 2
            }
        },
      {
            "24": {
                "LMLB_C-2": 1
            }
        },
        {
            "1088": {
                "LMLB_C-67": 1
            }
        },


        {
            "1078": {
                "LMLB_C-57": 1
            }
        },
        {
            "1156": {
                "LMLB_C-135": 1
            }
        },
        {
            "1099": {
                "LMLB_C-78": 1
            }
        },
        {
            "1087": {
                "LMLB_C-66": 1
            }
        },
        {
            "1084": {
                "LMLB_C-63": 1
            }
        },
        {
            "1179": {
                "LMLB_C-156": 1
            }
        },

    ]

P.S. I have edited the Input and Output

Does this answer your question? [Is there a built in function for string natural sort?](https://stackoverflow.com/questions/4836710/is-there-a-built-in-function-for-string-natural-sort) I.e. `counts = natsort.natsorted(counts, reverse=True)` — wjandrea, May 19 '23 at 18:33
If you don't want to use a 3rd party package, then `counts.sort(key=lambda x: int(next(iter(x))), reverse=True)` — JonSG, May 19 '23 at 19:18
@JonSG I think your response is also sorting based on superkey values , I tried your response although it is sorting perfectly for above 3 inputs but in case i have more inputs it isn't working perfectly for them — amnpawar, May 19 '23 at 20:56
@amnpawar In what way? Please [edit] to clarify, like "I had a look at [link] but it doesn't work because [reason]". And please provide a [mre]. A bunch of your code seems to be irrelevant to the problem. — wjandrea, May 20 '23 at 15:13
@JonSG I have edited the question and have provided more count values in the Output over which I am applying this filter. As you can see some values gets sorted as 4 is coming at top but in mid 21 and other values are still not in order — amnpawar, May 20 '23 at 16:15

How to sort this List of Dictionary of dictionaries

0 Answers0