Package org.mlflow.api.proto

Class ModelRegistry.ModelMetric.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderType>
com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>
org.mlflow.api.proto.ModelRegistry.ModelMetric.Builder
All Implemented Interfaces:
com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable, ModelRegistry.ModelMetricOrBuilder
Enclosing class:
ModelRegistry.ModelMetric
public static final class ModelRegistry.ModelMetric.Builder extends com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder> implements ModelRegistry.ModelMetricOrBuilder
 Metric associated with a model, represented as a key-value pair.
 Copied from MLflow metric
Protobuf type mlflow.ModelMetric

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • clear

      public ModelRegistry.ModelMetric.Builder clear()
      Specified by:
      clear in interface com.google.protobuf.Message.Builder
      Specified by:
      clear in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clear in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • getDescriptorForType

      public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.Message.Builder
      Specified by:
      getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • getDefaultInstanceForType

      public ModelRegistry.ModelMetric getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

    • build

      public ModelRegistry.ModelMetric build()
      Specified by:
      build in interface com.google.protobuf.Message.Builder
      Specified by:
      build in interface com.google.protobuf.MessageLite.Builder

    • buildPartial

      public ModelRegistry.ModelMetric buildPartial()
      Specified by:
      buildPartial in interface com.google.protobuf.Message.Builder
      Specified by:
      buildPartial in interface com.google.protobuf.MessageLite.Builder

    • clone

      public ModelRegistry.ModelMetric.Builder clone()
      Specified by:
      clone in interface com.google.protobuf.Message.Builder
      Specified by:
      clone in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clone in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • setField

      public ModelRegistry.ModelMetric.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
      Specified by:
      setField in interface com.google.protobuf.Message.Builder
      Overrides:
      setField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • clearField

      public ModelRegistry.ModelMetric.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
      Specified by:
      clearField in interface com.google.protobuf.Message.Builder
      Overrides:
      clearField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • clearOneof

      public ModelRegistry.ModelMetric.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
      Specified by:
      clearOneof in interface com.google.protobuf.Message.Builder
      Overrides:
      clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • setRepeatedField

      public ModelRegistry.ModelMetric.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
      Specified by:
      setRepeatedField in interface com.google.protobuf.Message.Builder
      Overrides:
      setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • addRepeatedField

      public ModelRegistry.ModelMetric.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
      Specified by:
      addRepeatedField in interface com.google.protobuf.Message.Builder
      Overrides:
      addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • mergeFrom

      public ModelRegistry.ModelMetric.Builder mergeFrom(com.google.protobuf.Message other)
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelRegistry.ModelMetric.Builder>

    • mergeFrom

      public ModelRegistry.ModelMetric.Builder mergeFrom(ModelRegistry.ModelMetric other)

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • mergeFrom

      public ModelRegistry.ModelMetric.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Specified by:
      mergeFrom in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelRegistry.ModelMetric.Builder>
      Throws:
      IOException

    • hasKey

      public boolean hasKey()
       Key identifying this metric.
      optional string key = 1;
      Specified by:
      hasKey in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      Whether the key field is set.

    • getKey

      public String getKey()
       Key identifying this metric.
      optional string key = 1;
      Specified by:
      getKey in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The key.

    • getKeyBytes

      public com.google.protobuf.ByteString getKeyBytes()
       Key identifying this metric.
      optional string key = 1;
      Specified by:
      getKeyBytes in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The bytes for key.

    • setKey

      public ModelRegistry.ModelMetric.Builder setKey(String value)
       Key identifying this metric.
      optional string key = 1;
      Parameters:
      value - The key to set.
      Returns:
      This builder for chaining.

    • clearKey

      public ModelRegistry.ModelMetric.Builder clearKey()
       Key identifying this metric.
      optional string key = 1;
      Returns:
      This builder for chaining.

    • setKeyBytes

      public ModelRegistry.ModelMetric.Builder setKeyBytes(com.google.protobuf.ByteString value)
       Key identifying this metric.
      optional string key = 1;
      Parameters:
      value - The bytes for key to set.
      Returns:
      This builder for chaining.

    • hasValue

      public boolean hasValue()
       Value associated with this metric.
      optional double value = 2;
      Specified by:
      hasValue in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      Whether the value field is set.

    • getValue

      public double getValue()
       Value associated with this metric.
      optional double value = 2;
      Specified by:
      getValue in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The value.

    • setValue

      public ModelRegistry.ModelMetric.Builder setValue(double value)
       Value associated with this metric.
      optional double value = 2;
      Parameters:
      value - The value to set.
      Returns:
      This builder for chaining.

    • clearValue

      public ModelRegistry.ModelMetric.Builder clearValue()
       Value associated with this metric.
      optional double value = 2;
      Returns:
      This builder for chaining.

    • hasTimestamp

      public boolean hasTimestamp()
       The timestamp at which this metric was recorded.
      optional int64 timestamp = 3;
      Specified by:
      hasTimestamp in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      Whether the timestamp field is set.

    • getTimestamp

      public long getTimestamp()
       The timestamp at which this metric was recorded.
      optional int64 timestamp = 3;
      Specified by:
      getTimestamp in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The timestamp.

    • setTimestamp

      public ModelRegistry.ModelMetric.Builder setTimestamp(long value)
       The timestamp at which this metric was recorded.
      optional int64 timestamp = 3;
      Parameters:
      value - The timestamp to set.
      Returns:
      This builder for chaining.

    • clearTimestamp

      public ModelRegistry.ModelMetric.Builder clearTimestamp()
       The timestamp at which this metric was recorded.
      optional int64 timestamp = 3;
      Returns:
      This builder for chaining.

    • hasStep

      public boolean hasStep()
       Step at which to log the metric.
      optional int64 step = 4 [default = 0];
      Specified by:
      hasStep in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      Whether the step field is set.

    • getStep

      public long getStep()
       Step at which to log the metric.
      optional int64 step = 4 [default = 0];
      Specified by:
      getStep in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The step.

    • setStep

      public ModelRegistry.ModelMetric.Builder setStep(long value)
       Step at which to log the metric.
      optional int64 step = 4 [default = 0];
      Parameters:
      value - The step to set.
      Returns:
      This builder for chaining.

    • clearStep

      public ModelRegistry.ModelMetric.Builder clearStep()
       Step at which to log the metric.
      optional int64 step = 4 [default = 0];
      Returns:
      This builder for chaining.

    • hasDatasetName

      public boolean hasDatasetName()
       The name of the dataset associated with the metric.
 E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
      optional string dataset_name = 5 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      hasDatasetName in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      Whether the datasetName field is set.

    • getDatasetName

      public String getDatasetName()
       The name of the dataset associated with the metric.
 E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
      optional string dataset_name = 5 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      getDatasetName in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The datasetName.

    • getDatasetNameBytes

      public com.google.protobuf.ByteString getDatasetNameBytes()
       The name of the dataset associated with the metric.
 E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
      optional string dataset_name = 5 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      getDatasetNameBytes in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The bytes for datasetName.

    • setDatasetName

      public ModelRegistry.ModelMetric.Builder setDatasetName(String value)
       The name of the dataset associated with the metric.
 E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
      optional string dataset_name = 5 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Parameters:
      value - The datasetName to set.
      Returns:
      This builder for chaining.

    • clearDatasetName

      public ModelRegistry.ModelMetric.Builder clearDatasetName()
       The name of the dataset associated with the metric.
 E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
      optional string dataset_name = 5 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Returns:
      This builder for chaining.

    • setDatasetNameBytes

      public ModelRegistry.ModelMetric.Builder setDatasetNameBytes(com.google.protobuf.ByteString value)
       The name of the dataset associated with the metric.
 E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
      optional string dataset_name = 5 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Parameters:
      value - The bytes for datasetName to set.
      Returns:
      This builder for chaining.

    • hasDatasetDigest

      public boolean hasDatasetDigest()
       Dataset digest of the dataset associated with the metric,
 e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
      optional string dataset_digest = 6 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      hasDatasetDigest in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      Whether the datasetDigest field is set.

    • getDatasetDigest

      public String getDatasetDigest()
       Dataset digest of the dataset associated with the metric,
 e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
      optional string dataset_digest = 6 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      getDatasetDigest in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The datasetDigest.

    • getDatasetDigestBytes

      public com.google.protobuf.ByteString getDatasetDigestBytes()
       Dataset digest of the dataset associated with the metric,
 e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
      optional string dataset_digest = 6 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      getDatasetDigestBytes in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The bytes for datasetDigest.

    • setDatasetDigest

      public ModelRegistry.ModelMetric.Builder setDatasetDigest(String value)
       Dataset digest of the dataset associated with the metric,
 e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
      optional string dataset_digest = 6 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Parameters:
      value - The datasetDigest to set.
      Returns:
      This builder for chaining.

    • clearDatasetDigest

      public ModelRegistry.ModelMetric.Builder clearDatasetDigest()
       Dataset digest of the dataset associated with the metric,
 e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
      optional string dataset_digest = 6 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Returns:
      This builder for chaining.

    • setDatasetDigestBytes

      public ModelRegistry.ModelMetric.Builder setDatasetDigestBytes(com.google.protobuf.ByteString value)
       Dataset digest of the dataset associated with the metric,
 e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
      optional string dataset_digest = 6 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Parameters:
      value - The bytes for datasetDigest to set.
      Returns:
      This builder for chaining.

    • hasModelId

      public boolean hasModelId()
       The ID of the LoggedModel or Registered Model Version associated with
 the metric
      optional string model_id = 7 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      hasModelId in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      Whether the modelId field is set.

    • getModelId

      public String getModelId()
       The ID of the LoggedModel or Registered Model Version associated with
 the metric
      optional string model_id = 7 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      getModelId in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The modelId.

    • getModelIdBytes

      public com.google.protobuf.ByteString getModelIdBytes()
       The ID of the LoggedModel or Registered Model Version associated with
 the metric
      optional string model_id = 7 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      getModelIdBytes in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The bytes for modelId.

    • setModelId

      public ModelRegistry.ModelMetric.Builder setModelId(String value)
       The ID of the LoggedModel or Registered Model Version associated with
 the metric
      optional string model_id = 7 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Parameters:
      value - The modelId to set.
      Returns:
      This builder for chaining.

    • clearModelId

      public ModelRegistry.ModelMetric.Builder clearModelId()
       The ID of the LoggedModel or Registered Model Version associated with
 the metric
      optional string model_id = 7 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Returns:
      This builder for chaining.

    • setModelIdBytes

      public ModelRegistry.ModelMetric.Builder setModelIdBytes(com.google.protobuf.ByteString value)
       The ID of the LoggedModel or Registered Model Version associated with
 the metric
      optional string model_id = 7 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Parameters:
      value - The bytes for modelId to set.
      Returns:
      This builder for chaining.

    • hasRunId

      public boolean hasRunId()
       The ID of the run containing the metric.
      optional string run_id = 8 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      hasRunId in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      Whether the runId field is set.

    • getRunId

      public String getRunId()
       The ID of the run containing the metric.
      optional string run_id = 8 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      getRunId in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The runId.

    • getRunIdBytes

      public com.google.protobuf.ByteString getRunIdBytes()
       The ID of the run containing the metric.
      optional string run_id = 8 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Specified by:
      getRunIdBytes in interface ModelRegistry.ModelMetricOrBuilder
      Returns:
      The bytes for runId.

    • setRunId

      public ModelRegistry.ModelMetric.Builder setRunId(String value)
       The ID of the run containing the metric.
      optional string run_id = 8 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Parameters:
      value - The runId to set.
      Returns:
      This builder for chaining.

    • clearRunId

      public ModelRegistry.ModelMetric.Builder clearRunId()
       The ID of the run containing the metric.
      optional string run_id = 8 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Returns:
      This builder for chaining.

    • setRunIdBytes

      public ModelRegistry.ModelMetric.Builder setRunIdBytes(com.google.protobuf.ByteString value)
       The ID of the run containing the metric.
      optional string run_id = 8 [(.mlflow.visibility) = PUBLIC_UNDOCUMENTED];
      Parameters:
      value - The bytes for runId to set.
      Returns:
      This builder for chaining.

    • setUnknownFields

      public final ModelRegistry.ModelMetric.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
      Specified by:
      setUnknownFields in interface com.google.protobuf.Message.Builder
      Overrides:
      setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>

    • mergeUnknownFields

      public final ModelRegistry.ModelMetric.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
      Specified by:
      mergeUnknownFields in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelRegistry.ModelMetric.Builder>