Searching a list of dictionaries in Python
This tutorial describes the methods that can be used to search a list of dictionaries in Python.
next()Searching a list of dictionaries
in Python using the
next()The function can be used to provide the result as the next item in a given iterator. This method also requires the use of fora loop to test the flow against all conditions.
The following code uses next()the function to search a list of dictionaries in Python.
lstdict = [
{"name": "Klaus", "age": 32},
{"name": "Elijah", "age": 33},
{"name": "Kol", "age": 28},
{"name": "Stefan", "age": 8},
]
print(next(x for x in lstdict if x["name"] == "Klaus"))
print(next(x for x in lstdict if x["name"] == "David"))
Output:
{'name': 'Klaus', 'age': 32}
Traceback (most recent call last):
File "<string>", line 8, in <module>
StopIteration
The method succeeds when we search for a name that is already present in the dictionary list. However, it gives an error when searching for a name that is not present in the dictionary list StopIteration.
However, this can be easily handled in the code above. You just need to use a slightly different API to adjust and provide default values.
lstdict = [
{"name": "Klaus", "age": 32},
{"name": "Elijah", "age": 33},
{"name": "Kol", "age": 28},
{"name": "Stefan", "age": 8},
]
print(next((x for x in lstdict if x["name"] == "David"), None))
Output:
None
In addition to looking up the items themselves, we can also look up the index of an item in a list of dictionaries. To achieve this, we can use enumerate()the function.
The following code uses next()the and enumerate()functions to search and find the index of an item.
lstdict = [
{"name": "Klaus", "age": 32},
{"name": "Elijah", "age": 33},
{"name": "Kol", "age": 28},
{"name": "Stefan", "age": 8},
]
print(next((i for i, x in enumerate(lstdict) if x["name"] == "Kol"), None))
Output:
2
filter()Searching a list of dictionaries
in Python using the
filter(function, sequence)function is used to compare sequencewith in Python function. It checks if each element in a sequence is true or not according to a function. By using filter()the function and lambdathe function, we can easily search for an item in a list of dictionaries. In Python 3, filter()the function returns filteran object of the class. We can list()convert this object into a list using the function.
The following code example shows us how to use the filter()and lambdafunctions to search for a specific element in a list of dictionaries.
listOfDicts = [
{"name": "Tommy", "age": 20},
{"name": "Markus", "age": 25},
{"name": "Pamela", "age": 27},
{"name": "Richard", "age": 22},
]
list(filter(lambda item: item["name"] == "Richard", listOfDicts))
Output:
[{'age': 22, 'name': 'Richard'}]
We use filter()the and functions to search for an element with the key equal to lambdain a list of dictionaries . First, we initialized the list of dictionaries and searched for a value that matched the function using the function . Finally, we converted the result into a list using the function.nameRichardlistOfDictsfilter()lambdalambda item: item['name'] == 'Richard'list()
Searching a list of dictionaries in Python using list comprehensions
List comprehensions are a relatively short and very elegant way to create lists based on given values from existing lists.
We can use list comprehension to return a list that generates the search results for a list of dictionaries in Python.
The following code uses list comprehensions to search a list of dictionaries in Python.
lstdict = [
{"name": "Klaus", "age": 32},
{"name": "Elijah", "age": 33},
{"name": "Kol", "age": 28},
{"name": "Stefan", "age": 8},
]
print([x for x in lstdict if x["name"] == "Klaus"][0])
Output:
{'name': 'Klaus', 'age': 32}
For reprinting, please send an email to 1244347461@qq.com for approval. After obtaining the author's consent, kindly include the source as a link.
Related Articles
Finding a string in a list in Python
Publish Date:2025/05/09 Views:75 Category:Python
-
This tutorial shows you how to find elements from a Python list that have a specific substring in them. We will use the following list and extract ack the strings that have in it. my_list = [ "Jack" , "Mack" , "Jay" , "Mark" ] for Find elem
Getting list shape in Python
Publish Date:2025/05/09 Views:139 Category:Python
-
In Python, knowing the shape of a list is very important for working with data structures, especially when it comes to multidimensional or nested lists. This article explores various ways to determine the shape of a list in Python, from sim
Adding multiple elements to a list in Python
Publish Date:2025/05/09 Views:180 Category:Python
-
List is a mutable data structure in Python. It can contain values of different types. This article will discuss some methods to append single or multiple elements to a Python list. append() Append a single element in a Python list usi
Get the index of the maximum and minimum values in a list in Python
Publish Date:2025/05/09 Views:117 Category:Python
-
In this tutorial, we will discuss methods to get the index of the maximum and minimum value of a list in Python. max() Get the index of the maximum value in a list using and list.index() functions in Python max() The function gives the maxi
List of numbers from 1 to N in Python
Publish Date:2025/05/09 Views:116 Category:Python
-
This tutorial will discuss how to create a list of numbers from 1 to some specified number. Create a user-defined function to create a list of numbers from 1 to N This method will take the desired number from the user and for iterate until
Convert List to Pandas DataFrame in Python
Publish Date:2025/05/09 Views:133 Category:Python
-
This article will show you how to convert items in a list into a Pandas DataFrame. Convert List to Pandas DataFrame in Python DataFrame, in general, is a two-dimensional labeled data structure. Pandas is an open source Python package that i
Sorting a list by another list in Python
Publish Date:2025/05/09 Views:148 Category:Python
-
Normally, when we sort a list, we do it in ascending or descending order. However, we can sort a list based on the order of another list in Python. We will learn how to sort a given list based on the values in another list in this art
Normalizing a list of numbers in Python
Publish Date:2025/05/09 Views:134 Category:Python
-
Normalization means converting the given data to another scale. We rescale the data so that it is between two values. Most of the time, the data is rescaled between 0 and 1. We rescale data for different purposes. For example, machine learn
How to create a list of a specific size in Python
Publish Date:2025/05/09 Views:195 Category:Python
-
Preallocating storage for a list or array is a common practice among programmers when they know the number of elements in advance. Unlike C++ and Java, in Python you must initialize all preallocated storage with some value. Typically, devel

