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 for
a 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 sequence
with 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 lambda
the function, we can easily search for an item in a list of dictionaries. In Python 3, filter()
the function returns filter
an 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 lambda
functions 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 lambda
in 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.name
Richard
listOfDicts
filter()
lambda
lambda 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}
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