feat(ml): composable ml (#9973)

* modularize model classes

* various fixes

* expose port

* change response

* round coordinates

* simplify preload

* update server

* simplify interface

simplify

* update tests

* composable endpoint

* cleanup

fixes

remove unnecessary interface

support text input, cleanup

* ew camelcase

* update server

server fixes

fix typing

* ml fixes

update locustfile

fixes

* cleaner response

* better repo response

* update tests

formatting and typing

rename

* undo compose change

* linting

fix type

actually fix typing

* stricter typing

fix detection-only response

no need for defaultdict

* update spec file

update api

linting

* update e2e

* unnecessary dimension

* remove commented code

* remove duplicate code

* remove unused imports

* add batch dim

server/src/services/smart-info.service.spec.ts

@@ -108,8 +108,8 @@ describe(SmartInfoService.name, () => {
 
       expect(machineMock.encodeImage).toHaveBeenCalledWith(
         'http://immich-machine-learning:3003',
-        { imagePath: assetStub.image.previewPath },
-        { enabled: true, modelName: 'ViT-B-32__openai' },
+        assetStub.image.previewPath,
+        expect.objectContaining({ modelName: 'ViT-B-32__openai' }),
       );
       expect(searchMock.upsert).toHaveBeenCalledWith(assetStub.image.id, [0.01, 0.02, 0.03]);
     });