Upgrade audiusd to bookworm, move off essentia

[endline]

WHAT THIS?

Reduces final image size by 67.3%

$ docker images | grep -E 'local|bookworm'
audius/audiusd bookworm bf31d0b1ae0d 3 minutes ago 696MB
audius/audiusd current 17ee18fa7d6d 7 days ago 2.13GB

Removes use of essentia in favor of aubio.

// bpm_analyzer.cpp
#include <aubio/aubio.h>

Yields about a 4-5x speed improvement of bpm analysis

# essentia
root@a9a45ea61f2b:/app# time analyze-bpm /dub.wav BPM: 119.993
Confidence: 3.36337
real 0m5.285s
user 0m4.934s
sys 0m0.348s
# aubio
root@5a64d8048973:/# time analyze-bpm /dub.wav
BPM: 120.794
real 0m1.644s
user 0m1.437s
sys 0m0.149s

Furthermore, essentia was breaking our ability to upgrade to debian:bookworm which is a requirement now that the container installed postgres was throwing this warning - which needs to be addressed.

2024-12-30 20:16:37.614 UTC [20871] WARNING: database "audius_creator_node" has a collation version mismatch
2024-12-30 20:16:37.614 UTC [20871] DETAIL: The database was created using collation version 2.36, but the operating system provides version 2.31.
2024-12-30 20:16:37.614 UTC [20871] HINT: Rebuild all objects in this database that use the default collation and run ALTER DATABASE audius_creator_node REFRESH COLLATION VERSION, or build PostgreSQL with the right library version.

Lastly, I removed the now very out of date mediourm-cmd as I dont believe it adds actual confidence in the mediorum-tests. From here we should concentrate more on the mediorum-unittests and have more e2e functional style audiusd-tests.

TEST THIS

Tests performed using a local copy of the current prod debian:bullseye base image, compared the new debian:bookworm-slim base image.

Ill note that I REMOVED the confidence value being returned, as this is used nowhere in the mediorum code.

TEST A

# current bullseye base image
$ docker run --rm -ti --entrypoint /bin/bash -v /private/var/dub.wav:/dub.wav audius/audiusd:current
root@a9a45ea61f2b:/app# analyze-bpm /dub.wav BPM: 119.993
Confidence: 3.36337
root@a9a45ea61f2b:/app# analyze-key /dub.wav F minor

TEST B

# proposed bookworm-slim base image
$ docker run --rm -ti --entrypoint /bin/bash -v /private/var/dub.wav:/dub.wav audius/audiusd:bookworm
root@155073e2ea96:/# analyze-bpm /dub.wav BPM: 120.794
root@155073e2ea96:/# analyze-key /dub.wav F minor

TEST C
✅ Stage test: ran this image on all stage content nodes, bpm and key detected successfully and accurately.
✅ Also tested and verified premium track, creating a preview, then editing the preview.

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Latest commit: 50d875a

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[alecsavvy]

Confidence doesn't appear to be used in discovery either https://github.com/AudiusProject/audius-protocol/pull/10734/files#diff-5ced548a17b4b93f7d78282969a1cc0f31137061ea9af5fe7249464a117097abR11-R12

[alecsavvy]

noice