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[ENH] Implemented parallel algorithm for MASS #2789

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@Ramana-Raja Ramana-Raja commented May 11, 2025

Reference Issues/PRs

#2714

What does this implement/fix? Explain your changes.

Implemented parallel algorithm for MASS, using parallel in njit for _squared_distance_profile and _normalized_squared_distance_profile

Does your contribution introduce a new dependency? If yes, which one?

no

Any other comments?

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@Ramana-Raja Ramana-Raja requested a review from baraline as a code owner May 11, 2025 09:55
@aeon-actions-bot aeon-actions-bot bot added enhancement New feature, improvement request or other non-bug code enhancement similarity search Similarity search package labels May 11, 2025
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Thank you for contributing to aeon

I have added the following labels to this PR based on the title: [ $\color{#FEF1BE}{\textsf{enhancement}}$ ].
I have added the following labels to this PR based on the changes made: [ $\color{#006b75}{\textsf{similarity search}}$ ]. Feel free to change these if they do not properly represent the PR.

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Hi, this does not solve the original issue. Adding prange and parallel=True does not work as the sliding window algorithm used by MASS uses previously computed value (i uses i-1) which you cannot guarantee will exist with this approach. The original issue referenced a code that should be ported into aeon. Please refer to this implementation.

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