JuliaAI
Document how to set tags when creating an experiment
Hello,
I have trouble setting tags for an experiment.
On the code
###
#header
###
mlf = MLFlow("http://localhost:5000//api")
experiment_name = "tag_run"
experiment_tags = Dict("tag1" => "tag1value")
createexperiment(mlf; name=experiment_name, tags = experiment_tags)
I get a HTTP 400 error :
HTTP/1.1 400 Bad Request Server: gunicorn Date: Tue, 04 Jun 2024 10:26:14 GMT Connection: close Content-Type: application/json Content-Length: 218
while
###
#header
###
mlf = MLFlow("http://localhost:5000//api")
experiment_name = "tag_run"
createexperiment(mlf; name=experiment_name)
runs as expected.
I tried to understand the problem a little bit but I don't think I quite understand it.
The createexperiment function parses the Dictionary as an argument to mlfpost which itself creates a body = JSON.json(kwargs)
So the HTTP request should read something like:
HTTP.post(apiuri, apiheaders, body) = HTTP.post( apiuri, apiheads, "{\"tags\":{\"tag1\":\"tag1value\"}}" )
Ok, I found the solution in issue "Improve tag definition #30"
The correct way to set tags would habe been [Dict("key" => "tag1", "value" => "tag1value")]
This should be documented somewhere.
@vonpetersenn Thanks for flagging this source of confusion. Updated the title of this post accordingly and re-opened.
