MagicStack / MagicStack/immutables

How to efficiently track and store deltas between two HAMTs

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Description

Ideally, I would like to be able to do

x = Map({'a': 2, 'c': 1})
y = x.update({'b': 3: 'c': 2)
z = y - x # magic
z == Map({'b': 3, 'c': 2})

Is there any particularly efficient way to do this in terms of memory and computational time? Ideally, I'd like z to share its data with y in the same way y shares its data with x. One way that comes to mind is

def diff(y, x):
  z = y
  for k, v in y.items():
    if k in x and x[k] == v:
      z = z.delete('k')
  return z

But this is O(N log N) (for log N get/set). Is there a more efficient way to go about this?

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No files or tests are named. Start by reviewing the HAMT and Map update/delete implementation, then determine whether a delta representation can preserve structural sharing without requiring the proposed scan. Done means an efficient, documented approach or a clearly scoped API change with coverage for the example.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
backend-api-design
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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