Pairing with mlflow release api definition

[pebeto]

This PR contains a major update in the project.

• New project structure to ensure better maintainability.
• Adopting Blue Style to improve readability.
• Pair with all the types from mlflow REST API.
• Implement all the endpoints from mlflow latest release.
• Improved documentation with multiple dispatch definitions.
• Simplify function definitions.
• Simplify test definitions.

Important

This update comes with some breaking changes. Projects like MLJFlow.jl will need to update carefully. It will be the same with personal projects.

TODO list:

• Implementing RegisteredModel and ModelVersion operations.
  • RegisteredModel
  • ModelVersion
• Implementing mlflow authentication REST API operations.
• Implementing hidden artifact REST API operations (See Allow logging to remote artifact location #55).

Useful links:

• https://mlflow.org/docs/latest/rest-api.html
• https://mlflow.org/docs/latest/auth/rest-api.html
• https://github.com/mlflow/mlflow/blob/master/mlflow/server/handlers.py#L2168

[codecov]

Codecov Report

Attention: Patch coverage is 86.81818% with 29 lines in your changes missing coverage. Please review.

Project coverage is 87.01%. Comparing base (a31b41a) to head (e033c9a).
Report is 19 commits behind head on main.

Files with missing lines	Patch %	Lines
src/types/run.jl	66.66%	6 Missing ⚠️
src/api.jl	73.33%	4 Missing ⚠️
src/services/run.jl	89.47%	4 Missing ⚠️
src/utils.jl	94.82%	3 Missing ⚠️
src/types/dataset.jl	66.66%	2 Missing ⚠️
src/types/registered_model.jl	0.00%	2 Missing ⚠️
src/services/experiment.jl	97.36%	1 Missing ⚠️
src/services/loggers.jl	95.00%	1 Missing ⚠️
src/services/misc.jl	85.71%	1 Missing ⚠️
src/types/artifact.jl	0.00%	1 Missing ⚠️
... and 4 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #59      +/-   ##
==========================================
+ Coverage   78.07%   87.01%   +8.93%     
==========================================
  Files          10       17       +7     
  Lines         333      231     -102     
==========================================
- Hits          260      201      -59     
+ Misses         73       30      -43     

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[pebeto]

Changing LTS pipeline version to 1.10 (See JuliaAI/MLJ.jl#1143).

[ablaom]

@pebeto Thanks for what looks like a considerable effort 🎉

Unfortunately, I don't really have the bandwidth to review PRs at MLFlowClient, and was never really that familiar with this side of things. (Still happy to review at MLJFlow.jl). Perhaps see if one of the other recent contributors would care to review.

I see there is still a to-do list. Perhaps you want to flag this as a "Draft", unless you are seeking a review already?