internal ComputeJobBase(JobType jobType, JobBaseInteractionEndpoints interactionEndpoints, string description, IDictionary <string, string> tags, IDictionary <string, string> properties, string experimentName, ComputeBinding computeBinding, JobOutput output) : base(jobType, interactionEndpoints, description, tags, properties)
{
ExperimentName = experimentName;
ComputeBinding = computeBinding;
Output = output;
JobType = jobType;
}
public ComputeJobBase(ComputeBinding computeBinding)
{
if (computeBinding == null)
{
throw new ArgumentNullException(nameof(computeBinding));
}
ComputeBinding = computeBinding;
JobType = new JobType("ComputeJobBase");
}
public CommandJob(ComputeBinding computeBinding, CodeConfiguration codeConfiguration) : base(computeBinding)
{
if (computeBinding == null)
{
throw new ArgumentNullException(nameof(computeBinding));
}
if (codeConfiguration == null)
{
throw new ArgumentNullException(nameof(codeConfiguration));
}
CodeConfiguration = codeConfiguration;
DataBindings = new ChangeTrackingDictionary <string, DataBinding>();
JobType = JobType.Command;
}
public SweepJob(ComputeBinding computeBinding, ParameterSamplingConfiguration parameterSamplingConfiguration, EvaluationConfiguration evaluationConfiguration) : base(computeBinding)
{
if (computeBinding == null)
{
throw new ArgumentNullException(nameof(computeBinding));
}
if (parameterSamplingConfiguration == null)
{
throw new ArgumentNullException(nameof(parameterSamplingConfiguration));
}
if (evaluationConfiguration == null)
{
throw new ArgumentNullException(nameof(evaluationConfiguration));
}
ParameterSamplingConfiguration = parameterSamplingConfiguration;
EvaluationConfiguration = evaluationConfiguration;
JobType = JobType.Sweep;
}
internal static MLAssistConfiguration DeserializeMLAssistConfiguration(JsonElement element)
{
Optional <ComputeBinding> inferencingComputeBinding = default;
Optional <ComputeBinding> trainingComputeBinding = default;
Optional <bool> mlAssistEnabled = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("inferencingComputeBinding"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
inferencingComputeBinding = ComputeBinding.DeserializeComputeBinding(property.Value);
continue;
}
if (property.NameEquals("trainingComputeBinding"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
trainingComputeBinding = ComputeBinding.DeserializeComputeBinding(property.Value);
continue;
}
if (property.NameEquals("mlAssistEnabled"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
mlAssistEnabled = property.Value.GetBoolean();
continue;
}
}
return(new MLAssistConfiguration(inferencingComputeBinding.Value, trainingComputeBinding.Value, Optional.ToNullable(mlAssistEnabled)));
}
internal static ComputeJobBase DeserializeComputeJobBase(JsonElement element)
{
if (element.TryGetProperty("jobType", out JsonElement discriminator))
{
switch (discriminator.GetString())
{
case "Command": return(CommandJob.DeserializeCommandJob(element));
case "Sweep": return(SweepJob.DeserializeSweepJob(element));
}
}
Optional <string> experimentName = default;
ComputeBinding computeBinding = default;
Optional <JobOutput> output = default;
JobType jobType = default;
Optional <JobBaseInteractionEndpoints> interactionEndpoints = default;
Optional <string> description = default;
Optional <IDictionary <string, string> > tags = default;
Optional <IDictionary <string, string> > properties = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("experimentName"))
{
experimentName = property.Value.GetString();
continue;
}
if (property.NameEquals("computeBinding"))
{
computeBinding = ComputeBinding.DeserializeComputeBinding(property.Value);
continue;
}
if (property.NameEquals("output"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
output = JobOutput.DeserializeJobOutput(property.Value);
continue;
}
if (property.NameEquals("jobType"))
{
jobType = new JobType(property.Value.GetString());
continue;
}
if (property.NameEquals("interactionEndpoints"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
interactionEndpoints = JobBaseInteractionEndpoints.DeserializeJobBaseInteractionEndpoints(property.Value);
continue;
}
if (property.NameEquals("description"))
{
description = property.Value.GetString();
continue;
}
if (property.NameEquals("tags"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
Dictionary <string, string> dictionary = new Dictionary <string, string>();
foreach (var property0 in property.Value.EnumerateObject())
{
dictionary.Add(property0.Name, property0.Value.GetString());
}
tags = dictionary;
continue;
}
if (property.NameEquals("properties"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
Dictionary <string, string> dictionary = new Dictionary <string, string>();
foreach (var property0 in property.Value.EnumerateObject())
{
dictionary.Add(property0.Name, property0.Value.GetString());
}
properties = dictionary;
continue;
}
}
return(new ComputeJobBase(jobType, interactionEndpoints.Value, description.Value, Optional.ToDictionary(tags), Optional.ToDictionary(properties), experimentName.Value, computeBinding, output.Value));
}
internal static SweepJob DeserializeSweepJob(JsonElement element)
{
Optional <JobStatus> status = default;
ParameterSamplingConfiguration parameterSamplingConfiguration = default;
Optional <TerminationConfiguration> terminationConfiguration = default;
EvaluationConfiguration evaluationConfiguration = default;
Optional <TrialComponent> trialComponent = default;
Optional <string> experimentName = default;
ComputeBinding computeBinding = default;
Optional <JobOutput> output = default;
JobType jobType = default;
Optional <JobBaseInteractionEndpoints> interactionEndpoints = default;
Optional <string> description = default;
Optional <IDictionary <string, string> > tags = default;
Optional <IDictionary <string, string> > properties = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("status"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
status = new JobStatus(property.Value.GetString());
continue;
}
if (property.NameEquals("parameterSamplingConfiguration"))
{
parameterSamplingConfiguration = ParameterSamplingConfiguration.DeserializeParameterSamplingConfiguration(property.Value);
continue;
}
if (property.NameEquals("terminationConfiguration"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
terminationConfiguration = TerminationConfiguration.DeserializeTerminationConfiguration(property.Value);
continue;
}
if (property.NameEquals("evaluationConfiguration"))
{
evaluationConfiguration = EvaluationConfiguration.DeserializeEvaluationConfiguration(property.Value);
continue;
}
if (property.NameEquals("trialComponent"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
trialComponent = TrialComponent.DeserializeTrialComponent(property.Value);
continue;
}
if (property.NameEquals("experimentName"))
{
experimentName = property.Value.GetString();
continue;
}
if (property.NameEquals("computeBinding"))
{
computeBinding = ComputeBinding.DeserializeComputeBinding(property.Value);
continue;
}
if (property.NameEquals("output"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
output = JobOutput.DeserializeJobOutput(property.Value);
continue;
}
if (property.NameEquals("jobType"))
{
jobType = new JobType(property.Value.GetString());
continue;
}
if (property.NameEquals("interactionEndpoints"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
interactionEndpoints = JobBaseInteractionEndpoints.DeserializeJobBaseInteractionEndpoints(property.Value);
continue;
}
if (property.NameEquals("description"))
{
description = property.Value.GetString();
continue;
}
if (property.NameEquals("tags"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
Dictionary <string, string> dictionary = new Dictionary <string, string>();
foreach (var property0 in property.Value.EnumerateObject())
{
dictionary.Add(property0.Name, property0.Value.GetString());
}
tags = dictionary;
continue;
}
if (property.NameEquals("properties"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
Dictionary <string, string> dictionary = new Dictionary <string, string>();
foreach (var property0 in property.Value.EnumerateObject())
{
dictionary.Add(property0.Name, property0.Value.GetString());
}
properties = dictionary;
continue;
}
}
return(new SweepJob(jobType, interactionEndpoints.Value, description.Value, Optional.ToDictionary(tags), Optional.ToDictionary(properties), experimentName.Value, computeBinding, output.Value, Optional.ToNullable(status), parameterSamplingConfiguration, terminationConfiguration.Value, evaluationConfiguration, trialComponent.Value));
}
internal CommandJob(JobType jobType, JobBaseInteractionEndpoints interactionEndpoints, string description, IDictionary <string, string> tags, IDictionary <string, string> properties, string experimentName, ComputeBinding computeBinding, JobOutput output, JobStatus?status, long?maxRunDurationSeconds, CodeConfiguration codeConfiguration, string environmentId, IDictionary <string, DataBinding> dataBindings, DistributionConfiguration distributionConfiguration) : base(jobType, interactionEndpoints, description, tags, properties, experimentName, computeBinding, output)
{
Status = status;
MaxRunDurationSeconds = maxRunDurationSeconds;
CodeConfiguration = codeConfiguration;
EnvironmentId = environmentId;
DataBindings = dataBindings;
DistributionConfiguration = distributionConfiguration;
JobType = jobType;
}
internal static CommandJob DeserializeCommandJob(JsonElement element)
{
Optional <JobStatus> status = default;
Optional <long> maxRunDurationSeconds = default;
CodeConfiguration codeConfiguration = default;
Optional <string> environmentId = default;
Optional <IDictionary <string, DataBinding> > dataBindings = default;
Optional <DistributionConfiguration> distributionConfiguration = default;
Optional <string> experimentName = default;
ComputeBinding computeBinding = default;
Optional <JobOutput> output = default;
JobType jobType = default;
Optional <JobBaseInteractionEndpoints> interactionEndpoints = default;
Optional <string> description = default;
Optional <IDictionary <string, string> > tags = default;
Optional <IDictionary <string, string> > properties = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("status"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
status = new JobStatus(property.Value.GetString());
continue;
}
if (property.NameEquals("maxRunDurationSeconds"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
maxRunDurationSeconds = property.Value.GetInt64();
continue;
}
if (property.NameEquals("codeConfiguration"))
{
codeConfiguration = CodeConfiguration.DeserializeCodeConfiguration(property.Value);
continue;
}
if (property.NameEquals("environmentId"))
{
environmentId = property.Value.GetString();
continue;
}
if (property.NameEquals("dataBindings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
Dictionary <string, DataBinding> dictionary = new Dictionary <string, DataBinding>();
foreach (var property0 in property.Value.EnumerateObject())
{
dictionary.Add(property0.Name, DataBinding.DeserializeDataBinding(property0.Value));
}
dataBindings = dictionary;
continue;
}
if (property.NameEquals("distributionConfiguration"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
distributionConfiguration = DistributionConfiguration.DeserializeDistributionConfiguration(property.Value);
continue;
}
if (property.NameEquals("experimentName"))
{
experimentName = property.Value.GetString();
continue;
}
if (property.NameEquals("computeBinding"))
{
computeBinding = ComputeBinding.DeserializeComputeBinding(property.Value);
continue;
}
if (property.NameEquals("output"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
output = JobOutput.DeserializeJobOutput(property.Value);
continue;
}
if (property.NameEquals("jobType"))
{
jobType = new JobType(property.Value.GetString());
continue;
}
if (property.NameEquals("interactionEndpoints"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
interactionEndpoints = JobBaseInteractionEndpoints.DeserializeJobBaseInteractionEndpoints(property.Value);
continue;
}
if (property.NameEquals("description"))
{
description = property.Value.GetString();
continue;
}
if (property.NameEquals("tags"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
Dictionary <string, string> dictionary = new Dictionary <string, string>();
foreach (var property0 in property.Value.EnumerateObject())
{
dictionary.Add(property0.Name, property0.Value.GetString());
}
tags = dictionary;
continue;
}
if (property.NameEquals("properties"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
Dictionary <string, string> dictionary = new Dictionary <string, string>();
foreach (var property0 in property.Value.EnumerateObject())
{
dictionary.Add(property0.Name, property0.Value.GetString());
}
properties = dictionary;
continue;
}
}
return(new CommandJob(jobType, interactionEndpoints.Value, description.Value, Optional.ToDictionary(tags), Optional.ToDictionary(properties), experimentName.Value, computeBinding, output.Value, Optional.ToNullable(status), Optional.ToNullable(maxRunDurationSeconds), codeConfiguration, environmentId.Value, Optional.ToDictionary(dataBindings), distributionConfiguration.Value));
}
internal SweepJob(JobType jobType, JobBaseInteractionEndpoints interactionEndpoints, string description, IDictionary <string, string> tags, IDictionary <string, string> properties, string experimentName, ComputeBinding computeBinding, JobOutput output, JobStatus?status, ParameterSamplingConfiguration parameterSamplingConfiguration, TerminationConfiguration terminationConfiguration, EvaluationConfiguration evaluationConfiguration, TrialComponent trialComponent) : base(jobType, interactionEndpoints, description, tags, properties, experimentName, computeBinding, output)
{
Status = status;
ParameterSamplingConfiguration = parameterSamplingConfiguration;
TerminationConfiguration = terminationConfiguration;
EvaluationConfiguration = evaluationConfiguration;
TrialComponent = trialComponent;
JobType = jobType;
}