This code defines a `MyClass` that searches for two distinct...
July 4, 2025 at 06:56 PM
This code defines a MyClass
that searches for two distinct indices in a list whose corresponding values sum to a target value. Let's break it down step by step:
Code Walkthrough
-
__init__
method:- The constructor
__init__
initializes two attributes:self.lookup
: An empty dictionary intended to store previously visitedvals
values as keys and their indices as values.self.vals
: A list of numbers provided when creating aMyClass
instance.
- The constructor
-
method
function:- Accepts a
target
value. - Iterates through each value in the
vals
list. - For each value in
vals
, it:- Computes the difference between the
target
and the current numbernum
(target - num
). - Checks if this difference exists in the
self.lookup
dictionary:- If it exists, the method returns a tuple:
(index of target - num, index of num)
.
- If it exists, the method returns a tuple:
- If the difference does not exist, it adds the current value
num
with its indexi
to theself.lookup
dictionary for potential future matches.
- Computes the difference between the
- Accepts a
-
Usage:
- The code creates two instances of
MyClass
and performs specific operations:-
First Instance:
- The
a
object is initialized with[10, 20, 10, 40]
. - The method
a.method(50)
finds indices(1, 3)
becausevals[1] + vals[3] = 20 + 40 = 50
. The first index (1) is stored inres1
. - The method
a.method(30)
finds indices(0, 1)
becausevals[0] + vals[1] = 10 + 20 = 30
. The second index (1) is stored inres2
.
- The
-
Second Instance:
- The
b
object is initialized with[10, 20, 10, 40]
. - The
method b.method(30)
called onb
again finds indices(0, 1)
forvals[0] + vals[1] = 10 + 20 = 30
. The second index (1) is stored inres3
.
- The
-
- The code creates two instances of
Outputs:
res1
: This is the first index from the tuple returned bya.method(50)
, which is1
.res2
: This is the second index from the tuple returned bya.method(30)
, which is1
.res3
: This is the second index from the tuple returned byb.method(30)
, which is1
.
Key Observations:
- Instance-specific state: Each object of
MyClass
has its own independentlookup
dictionary. This is why results ofa
andb
don't interfere with one another. - Purpose: The
method
function essentially solves a variation of the "two-sum problem", where it finds two indices such that their values add up to a given target.
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