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London | 25-SDC-July | Rihanna Poursoltani | Sprint 2 | Improve code with caches#88

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RihannaP:sprint2-improve-with-caches
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London | 25-SDC-July | Rihanna Poursoltani | Sprint 2 | Improve code with caches#88
RihannaP wants to merge 1 commit intoCodeYourFuture:mainfrom
RihannaP:sprint2-improve-with-caches

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Learners, PR Template

Self checklist

  • I have titled my PR with Region | Cohort | FirstName LastName | Sprint | Assignment Title
  • My changes meet the requirements of the task
  • I have tested my changes
  • My changes follow the style guide

Changelist

I tried to improve the performance by :

  • adding memo dictionary
  • adding cache using tuple keys and solve problem with math (not loop)

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@RihannaP RihannaP added 📅 Sprint 2 Assigned during Sprint 2 of this module Needs Review Trainee to add when requesting review. PRs without this label will not be reviewed. Module-Complexity The name of the module. labels Jan 30, 2026
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Array creation is a relatively costly operation.

From line 41, we know coins can only be one of the following 8 arrays:

[200, 100, 50, 20, 10, 5, 2, 1]
[100, 50, 20, 10, 5, 2, 1]
[50, 20, 10, 5, 2, 1]
...
[1]

We could further improve the performance if we can

  • avoid repeatedly creating the same sub-arrays at line 41 (e.g. use another cache), and
  • create key as (total, a_unique_integer_identifying_the_subarray) instead of as (total, tuple of coins)
    • There are only a small number of different subarrays. We can map each subarray to a unique integer.

Can you implement this?

@cjyuan cjyuan added Reviewed Volunteer to add when completing a review with trainee action still to take. and removed Needs Review Trainee to add when requesting review. PRs without this label will not be reviewed. labels Feb 15, 2026
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Module-Complexity The name of the module. Reviewed Volunteer to add when completing a review with trainee action still to take. 📅 Sprint 2 Assigned during Sprint 2 of this module

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