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Passed shared file folder to ClearML NMT job (#157)
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tests/SIL.Machine.AspNetCore.Tests/Services/NmtClearMLBuildJobFactoryTests.cs
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namespace SIL.Machine.AspNetCore.Services; | ||
|
||
[TestFixture] | ||
public class NmtClearMLBuildJobFactoryTests | ||
{ | ||
[Test] | ||
public async Task CreateJobScriptAsync_BuildOptions() | ||
{ | ||
var env = new TestEnvironment(); | ||
string script = await env.BuildJobFactory.CreateJobScriptAsync( | ||
"engine1", | ||
"build1", | ||
NmtBuildStages.Train, | ||
buildOptions: "{ \"max_steps\": \"10\" }" | ||
); | ||
Assert.That( | ||
script, | ||
Is.EqualTo( | ||
@"from machine.jobs.build_nmt_engine import run | ||
args = { | ||
'model_type': 'test_model', | ||
'engine_id': 'engine1', | ||
'build_id': 'build1', | ||
'src_lang': 'spa_Latn', | ||
'trg_lang': 'eng_Latn', | ||
'shared_file_uri': 's3://bucket', | ||
'shared_file_folder': 'folder1/folder2', | ||
'build_options': '''{ ""max_steps"": ""10"" }''', | ||
'clearml': True | ||
} | ||
run(args) | ||
".ReplaceLineEndings("\n") | ||
) | ||
); | ||
} | ||
|
||
[Test] | ||
public async Task CreateJobScriptAsync_NoBuildOptions() | ||
{ | ||
var env = new TestEnvironment(); | ||
string script = await env.BuildJobFactory.CreateJobScriptAsync("engine1", "build1", NmtBuildStages.Train); | ||
Assert.That( | ||
script, | ||
Is.EqualTo( | ||
@"from machine.jobs.build_nmt_engine import run | ||
args = { | ||
'model_type': 'test_model', | ||
'engine_id': 'engine1', | ||
'build_id': 'build1', | ||
'src_lang': 'spa_Latn', | ||
'trg_lang': 'eng_Latn', | ||
'shared_file_uri': 's3://bucket', | ||
'shared_file_folder': 'folder1/folder2', | ||
'clearml': True | ||
} | ||
run(args) | ||
".ReplaceLineEndings("\n") | ||
) | ||
); | ||
} | ||
|
||
private class TestEnvironment | ||
{ | ||
public ISharedFileService SharedFileService { get; } | ||
public MemoryRepository<TranslationEngine> Engines { get; } | ||
public IOptionsMonitor<ClearMLOptions> Options { get; } | ||
public ILanguageTagService LanguageTagService { get; } | ||
public NmtClearMLBuildJobFactory BuildJobFactory { get; } | ||
|
||
public TestEnvironment() | ||
{ | ||
Engines = new MemoryRepository<TranslationEngine>(); | ||
Engines.Add( | ||
new TranslationEngine | ||
{ | ||
Id = "engine1", | ||
EngineId = "engine1", | ||
SourceLanguage = "es", | ||
TargetLanguage = "en", | ||
BuildRevision = 1, | ||
CurrentBuild = new Build { BuildId = "build1", JobState = BuildJobState.Pending } | ||
} | ||
); | ||
Options = Substitute.For<IOptionsMonitor<ClearMLOptions>>(); | ||
Options.CurrentValue.Returns(new ClearMLOptions { ModelType = "test_model" }); | ||
SharedFileService = Substitute.For<ISharedFileService>(); | ||
SharedFileService.GetBaseUri().Returns(new Uri("s3://bucket/folder1/folder2")); | ||
LanguageTagService = Substitute.For<ILanguageTagService>(); | ||
LanguageTagService.ConvertToFlores200Code("es").Returns("spa_Latn"); | ||
LanguageTagService.ConvertToFlores200Code("en").Returns("eng_Latn"); | ||
BuildJobFactory = new NmtClearMLBuildJobFactory(SharedFileService, LanguageTagService, Engines, Options); | ||
} | ||
} | ||
} |