# Python – Rows intersection with K

Sometimes while working with Python Matrix, we can have a problem in which we need to extract all the rows which match with other matrix, which has a specfic element. This kind of problem can occur in data domains as Matrix are input data types for many problems. Let’s discuss certain ways in which this task can be performed.

Input :
test_list1 = [[5, 6, 7], [7, 6, 6], [5, 7, 10]]
test_list2 = [[5, 6, 7], [7, 6, 8], [5, 7, 10]]
K = 7
Output : 2

Input :
test_list1 = [[6, 7], , ]
test_list2 = [[6, 7], , ]
K = 6
Output : 1

Method #1 : Using `sum()` + generator expression
The combination of above functions can be used to solve this problem. In this, we perform the task of counting match using sum(), and generator expression is used to perform the task of comparison.

 `# Python3 code to demonstrate working of  ` `# Rows intersection with K ` `# Using sum() + generator expression ` ` `  `# initializing lists ` `test_list1 ``=` `[[``5``, ``6``, ``7``], [``7``, ``6``, ``6``], [``5``, ``7``, ``10``]] ` `test_list2 ``=` `[[``5``, ``6``, ``7``], [``7``, ``6``, ``8``], [``5``, ``7``, ``10``]] ` ` `  `# printing original list ` `print``(``"The original list 1 is : "` `+` `str``(test_list1)) ` `print``(``"The original list 2 is : "` `+` `str``(test_list2)) ` ` `  `# initializing K  ` `K ``=` `5` ` `  `# Rows intersection with K ` `# Using sum() + generator expression ` `res ``=` `sum``(``sum``(a ``=``=` `b ``for` `b ``in` `test_list2) ``for` `a ``in` `test_list1 ``if` `K ``in` `a) ` ` `  `# printing result  ` `print``(``"The matched rows : "` `+` `str``(res))  `

Output :

```The original list 1 is : [[5, 6, 7], [7, 6, 6], [5, 7, 10]]
The original list 2 is : [[5, 6, 7], [7, 6, 8], [5, 7, 10]]
The matched rows : 2
```

Method #2 : Using `Counter() + sum()` + list comprehension
The combination of above functions can be an alternative to solve this problem. In this, we perform summation using sum() and Counter() is used to map rows from list2 to compare with list1 while counting frequency summation.

 `# Python3 code to demonstrate working of  ` `# Rows intersection with K ` `# Using Counter() + sum() + list comprehension ` `from` `collections ``import` `Counter ` ` `  `# initializing lists ` `test_list1 ``=` `[[``5``, ``6``, ``7``], [``7``, ``6``, ``6``], [``5``, ``7``, ``10``]] ` `test_list2 ``=` `[[``5``, ``6``, ``7``], [``7``, ``6``, ``8``], [``5``, ``7``, ``10``]] ` ` `  `# printing original list ` `print``(``"The original list 1 is : "` `+` `str``(test_list1)) ` `print``(``"The original list 2 is : "` `+` `str``(test_list2)) ` ` `  `# initializing K  ` `K ``=` `5` ` `  `# Rows intersection with K ` `# Using Counter() + sum() + list comprehension ` `temp ``=` `Counter(``tuple``(b) ``for` `b ``in` `test_list2) ` `res ``=` `sum``(temp[``tuple``(a)] ``for` `a ``in` `test_list1 ``if` `K ``in` `a) ` ` `  `# printing result  ` `print``(``"The matched rows : "` `+` `str``(res))  `

Output :

```The original list 1 is : [[5, 6, 7], [7, 6, 6], [5, 7, 10]]
The original list 2 is : [[5, 6, 7], [7, 6, 8], [5, 7, 10]]
The matched rows : 2
```

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