一、字典是由键值对（key-value）组成的

因为 results[num] = {...} 这种写法是通过键（这里是 num）为 results 赋值，results 就是一个字典（dict）。
在 Python 里，字典是由键值对（key-value）组成的，像这样：

results = {}
results[1] = {"action_name": "xxx"}

这样 results 就是 {1: {"action_name": "xxx"}}，每个 num 都对应一个字典。
而不是像列表那样用下标存放元素。

排序

       # Sort by the extracted number
        results.sort()

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二、数组的数组

    ## 容易变为数组的数组
    #results = []
                    ##这是“数组的数组”（更准确地说，是 Python 的列表的列表），不是字典。
#每个内部列表包含多个元素（数字、字符串等），而不是键值对结构。
                    results.append((num, action_name, duration, resource_id,action_vector_first))

排序

        #results = dict(sorted(results.items()))

使用

You can use this list of lists (array of arrays) by accessing elements with indexes. For example, to get the action name of the first item:

# results is your list of lists
action_name = results[0][1]  # "_片段010"
duration = results[0][2]     # "1.93s"
resource_id = results[0][3]  # "5984-3ac3a7ba2ef3"
vector = results[0][4]       # "10111111"

To loop through all items and print each action name:

for item in results:
    print(item[1])  # Prints the action_name

To find an item by number:

num_to_find = 11
for item in results:
    if item[0] == num_to_find:
        print(item)  # Prints the whole sublist for num 11

This structure is suitable for ordered data and easy iteration.

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三、 二者对比

You are comparing two data structures for storing action information: a dictionary (dict) and a list of lists/tuples (an “array of arrays” or “list of lists/tuples” in Python).

1. Dictionary (dict)

• Usage:

  results = {}
  results[num] = {
      "action_name": action_name,
      "duration": duration,
      "resource_id": resource_id,
      "action_vector_first": action_vector_first
  }
  

• Features:
  • Fast lookup by num (the key).
  • Each entry is a dictionary, so you can access fields by name (e.g., results[23]["action_name"]).
  • Good for when you need to access items by a unique identifier or want to avoid duplicates.

2. List of Tuples (Array of Arrays)

• Usage:

  results = []
  results.append((num, action_name, duration, resource_id, action_vector_first))
  

• Features:
  • Ordered collection; you can sort or iterate in order.
  • Each entry is a tuple/list, so you access fields by index (e.g., results[0][1] for action_name).
  • Good for when order matters or you want to allow duplicates.

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How to Choose

• Use a dict if you want to look up actions by num quickly, or if num is unique.
• Use a list of tuples if you care about order, want to allow duplicate num, or need to sort by different fields.

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Example: Accessing Data

• Dict:

  # Get action_name for num=23
  action_name = results[23]["action_name"]
  

• List of Tuples:

  # Get action_name for the first item
  action_name = results[0][1]
  

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Summary:

• Use a dict for fast, key-based access and unique keys.
• Use a list of tuples for ordered, index-based access and possible duplicates.