Description

The tutorial and example code reference a logartifact function that does not exist in the codebase.

Location

• docs/src/tutorial.md:106
• examples/simple-with-mlflow.jl:55

Issue

Both files contain this call:

logartifact(mlf, exprun, plotfilename)

However, the function logartifact is not implemented anywhere in the codebase. Only listartifacts exists in src/services/artifact.jl.

Impact

• Users following the tutorial will encounter UndefVarError when trying to upload artifacts
• The tutorial example is completely non-functional
• This breaks the main learning path for new users

Expected Behavior

Either:

1. Implement the missing logartifact function, or
2. Remove/comment out the logartifact calls from documentation until implemented

Actual Behavior

Function does not exist, causing runtime errors.

Environment

• MLFlowClient.jl version: 0.6.0
• Julia version: 1.11.6

Found via systematic API analysis comparing tutorial code against actual method signatures.