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Setting ./mlruns as the default artifact_location #49

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Setting ./mlruns as the default artifact_location #49

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6 changes: 4 additions & 2 deletions .github/workflows/CI.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -12,13 +12,11 @@ concurrency:
cancel-in-progress: ${{ startsWith(github.ref, 'refs/pull/') }}
jobs:
test:

services:
mlflow:
image: adacotechjp/mlflow:2.3.1
ports:
- 5000:5000

name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }}
runs-on: ${{ matrix.os }}
strategy:
Expand Down Expand Up @@ -48,6 +46,10 @@ jobs:
${{ runner.os }}-test-
${{ runner.os }}-
- uses: julia-actions/julia-buildpkg@v1
- name: Creating a dummy file to test logartifacts
run: |
touch ./test/mlflowclient-tempfile.txt
realpath ./test/mlflowclient-tempfile.txt
- uses: julia-actions/julia-runtest@v1
env:
MLFLOW_TRACKING_URI: "http://localhost:5000/api"
Expand Down
8 changes: 5 additions & 3 deletions src/experiments.jl
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Expand Up @@ -6,14 +6,16 @@ Creates an MLFlow experiment.
# Arguments
- `mlf`: [`MLFlow`](@ref) configuration.
- `name`: experiment name. If not specified, MLFlow sets it.
- `artifact_location`: directory where artifacts of this experiment will be stored. If not specified, MLFlow uses its default configuration.
- `artifact_location`: directory where artifacts of this experiment will be
stored. If not specified, `./mlruns` will be used (it will take the directory
where you are running `mlflow` as the root one).
- `tags`: a Dictionary of key-values which tag the experiment.

# Returns
An object of type [`MLFlowExperiment`](@ref).

"""
function createexperiment(mlf::MLFlow; name=missing, artifact_location=missing, tags=missing)
function createexperiment(mlf::MLFlow; name=missing, artifact_location="./mlruns", tags=missing)
endpoint = "experiments/create"

if ismissing(name)
Expand Down Expand Up @@ -103,7 +105,7 @@ Gets an experiment if one alrady exists, or creates a new one.
An instance of type [`MLFlowExperiment`](@ref)

"""
function getorcreateexperiment(mlf::MLFlow, experiment_name::String; artifact_location=missing, tags=missing)
function getorcreateexperiment(mlf::MLFlow, experiment_name::String; artifact_location="./mlruns", tags=missing)
experiment = getexperiment(mlf, experiment_name)

if ismissing(experiment)
Expand Down
17 changes: 13 additions & 4 deletions test/test_loggers.jl
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Expand Up @@ -120,7 +120,7 @@ end
end

@testset "logartifact_error" begin
@test_broken logartifact(mlf, r, "/etc/shadow")
@test_broken logartifact(mlf, r, "/etc/misina")
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Shouldn't this be a @test_throws ? Usually @test_broken is for temporarilydisabling tests that are failing but which we hope to rectify in the near future.

end

deleteexperiment(mlf, e)
Expand Down Expand Up @@ -167,20 +167,29 @@ end
runname = "run-$(UUIDs.uuid4())"
r = createrun(mlf, e.experiment_id)

tempfilename = "./mlflowclient-tempfile.txt"

open(tempfilename, "w") do file
write(file, "Hello, world!\n")
end

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I think it is more usual to use the functions tempname or tempdir to create temporary files during CI, although I think this still works. But perhaps you have reasons for doing it this way?

logartifact(mlf, r, tempfilename)

@testset "listartifacts_by_run_id" begin
artifacts = listartifacts(mlf, r.info.run_id)
@test length(artifacts) == 0
@test length(artifacts) == 1
end

@testset "listartifacts_by_run" begin
artifacts = listartifacts(mlf, r)
@test length(artifacts) == 0
@test length(artifacts) == 1
end

@testset "listartifacts_by_run_info" begin
artifacts = listartifacts(mlf, r.info)
@test length(artifacts) == 0
@test length(artifacts) == 1
end

rm(tempfilename)
deleteexperiment(mlf, e)
end
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