Package org.mlflow.api.proto

Class Service.Dataset.Builder

  • All Implemented Interfaces:
    com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, java.lang.Cloneable, Service.DatasetOrBuilder
    Enclosing class:
    Service.Dataset
    public static final class Service.Dataset.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<Service.Dataset.Builder>
implements Service.DatasetOrBuilder
     Dataset. Represents a reference to data used for training, testing, or evaluation during
 the model development process.
    Protobuf type mlflow.Dataset

    • Method Detail

      • 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<Service.Dataset.Builder>

      • clear

        public Service.Dataset.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<Service.Dataset.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<Service.Dataset.Builder>

      • getDefaultInstanceForType

        public Service.Dataset getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

      • build

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

      • buildPartial

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

      • clone

        public Service.Dataset.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<Service.Dataset.Builder>

      • setField

        public Service.Dataset.Builder setField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                        java.lang.Object value)
        Specified by:
        setField in interface com.google.protobuf.Message.Builder
        Overrides:
        setField in class com.google.protobuf.GeneratedMessageV3.Builder<Service.Dataset.Builder>

      • clearField

        public Service.Dataset.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<Service.Dataset.Builder>

      • clearOneof

        public Service.Dataset.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<Service.Dataset.Builder>

      • setRepeatedField

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

      • addRepeatedField

        public Service.Dataset.Builder addRepeatedField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                java.lang.Object value)
        Specified by:
        addRepeatedField in interface com.google.protobuf.Message.Builder
        Overrides:
        addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<Service.Dataset.Builder>

      • mergeFrom

        public Service.Dataset.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<Service.Dataset.Builder>

      • isInitialized

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

      • mergeFrom

        public Service.Dataset.Builder mergeFrom​(com.google.protobuf.CodedInputStream input,
                                         com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws java.io.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<Service.Dataset.Builder>
        Throws:
        java.io.IOException

      • hasName

        public boolean hasName()
         The name of the dataset. E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
        optional string name = 1 [(.mlflow.validate_required) = true];
        Specified by:
        hasName in interface Service.DatasetOrBuilder
        Returns:
        Whether the name field is set.

      • getName

        public java.lang.String getName()
         The name of the dataset. E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
        optional string name = 1 [(.mlflow.validate_required) = true];
        Specified by:
        getName in interface Service.DatasetOrBuilder
        Returns:
        The name.

      • getNameBytes

        public com.google.protobuf.ByteString getNameBytes()
         The name of the dataset. E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
        optional string name = 1 [(.mlflow.validate_required) = true];
        Specified by:
        getNameBytes in interface Service.DatasetOrBuilder
        Returns:
        The bytes for name.

      • setName

        public Service.Dataset.Builder setName​(java.lang.String value)
         The name of the dataset. E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
        optional string name = 1 [(.mlflow.validate_required) = true];
        Parameters:
        value - The name to set.
        Returns:
        This builder for chaining.

      • clearName

        public Service.Dataset.Builder clearName()
         The name of the dataset. E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
        optional string name = 1 [(.mlflow.validate_required) = true];
        Returns:
        This builder for chaining.

      • setNameBytes

        public Service.Dataset.Builder setNameBytes​(com.google.protobuf.ByteString value)
         The name of the dataset. E.g. “my.uc.table@2” “nyc-taxi-dataset”, “fantastic-elk-3”
        optional string name = 1 [(.mlflow.validate_required) = true];
        Parameters:
        value - The bytes for name to set.
        Returns:
        This builder for chaining.

      • hasDigest

        public boolean hasDigest()
         Dataset digest, e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
        optional string digest = 2 [(.mlflow.validate_required) = true];
        Specified by:
        hasDigest in interface Service.DatasetOrBuilder
        Returns:
        Whether the digest field is set.

      • getDigest

        public java.lang.String getDigest()
         Dataset digest, e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
        optional string digest = 2 [(.mlflow.validate_required) = true];
        Specified by:
        getDigest in interface Service.DatasetOrBuilder
        Returns:
        The digest.

      • getDigestBytes

        public com.google.protobuf.ByteString getDigestBytes()
         Dataset digest, e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
        optional string digest = 2 [(.mlflow.validate_required) = true];
        Specified by:
        getDigestBytes in interface Service.DatasetOrBuilder
        Returns:
        The bytes for digest.

      • setDigest

        public Service.Dataset.Builder setDigest​(java.lang.String value)
         Dataset digest, e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
        optional string digest = 2 [(.mlflow.validate_required) = true];
        Parameters:
        value - The digest to set.
        Returns:
        This builder for chaining.

      • clearDigest

        public Service.Dataset.Builder clearDigest()
         Dataset digest, e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
        optional string digest = 2 [(.mlflow.validate_required) = true];
        Returns:
        This builder for chaining.

      • setDigestBytes

        public Service.Dataset.Builder setDigestBytes​(com.google.protobuf.ByteString value)
         Dataset digest, e.g. an md5 hash of the dataset that uniquely identifies it
 within datasets of the same name.
        optional string digest = 2 [(.mlflow.validate_required) = true];
        Parameters:
        value - The bytes for digest to set.
        Returns:
        This builder for chaining.

      • hasSourceType

        public boolean hasSourceType()
         The type of the dataset source, e.g. ‘databricks-uc-table’, ‘DBFS’, ‘S3’, ...
        optional string source_type = 3 [(.mlflow.validate_required) = true];
        Specified by:
        hasSourceType in interface Service.DatasetOrBuilder
        Returns:
        Whether the sourceType field is set.

      • getSourceType

        public java.lang.String getSourceType()
         The type of the dataset source, e.g. ‘databricks-uc-table’, ‘DBFS’, ‘S3’, ...
        optional string source_type = 3 [(.mlflow.validate_required) = true];
        Specified by:
        getSourceType in interface Service.DatasetOrBuilder
        Returns:
        The sourceType.

      • getSourceTypeBytes

        public com.google.protobuf.ByteString getSourceTypeBytes()
         The type of the dataset source, e.g. ‘databricks-uc-table’, ‘DBFS’, ‘S3’, ...
        optional string source_type = 3 [(.mlflow.validate_required) = true];
        Specified by:
        getSourceTypeBytes in interface Service.DatasetOrBuilder
        Returns:
        The bytes for sourceType.

      • setSourceType

        public Service.Dataset.Builder setSourceType​(java.lang.String value)
         The type of the dataset source, e.g. ‘databricks-uc-table’, ‘DBFS’, ‘S3’, ...
        optional string source_type = 3 [(.mlflow.validate_required) = true];
        Parameters:
        value - The sourceType to set.
        Returns:
        This builder for chaining.

      • clearSourceType

        public Service.Dataset.Builder clearSourceType()
         The type of the dataset source, e.g. ‘databricks-uc-table’, ‘DBFS’, ‘S3’, ...
        optional string source_type = 3 [(.mlflow.validate_required) = true];
        Returns:
        This builder for chaining.

      • setSourceTypeBytes

        public Service.Dataset.Builder setSourceTypeBytes​(com.google.protobuf.ByteString value)
         The type of the dataset source, e.g. ‘databricks-uc-table’, ‘DBFS’, ‘S3’, ...
        optional string source_type = 3 [(.mlflow.validate_required) = true];
        Parameters:
        value - The bytes for sourceType to set.
        Returns:
        This builder for chaining.

      • hasSource

        public boolean hasSource()
         Source information for the dataset. Note that the source may not exactly reproduce the
 dataset if it was transformed / modified before use with MLflow.
        optional string source = 4 [(.mlflow.validate_required) = true];
        Specified by:
        hasSource in interface Service.DatasetOrBuilder
        Returns:
        Whether the source field is set.

      • getSource

        public java.lang.String getSource()
         Source information for the dataset. Note that the source may not exactly reproduce the
 dataset if it was transformed / modified before use with MLflow.
        optional string source = 4 [(.mlflow.validate_required) = true];
        Specified by:
        getSource in interface Service.DatasetOrBuilder
        Returns:
        The source.

      • getSourceBytes

        public com.google.protobuf.ByteString getSourceBytes()
         Source information for the dataset. Note that the source may not exactly reproduce the
 dataset if it was transformed / modified before use with MLflow.
        optional string source = 4 [(.mlflow.validate_required) = true];
        Specified by:
        getSourceBytes in interface Service.DatasetOrBuilder
        Returns:
        The bytes for source.

      • setSource

        public Service.Dataset.Builder setSource​(java.lang.String value)
         Source information for the dataset. Note that the source may not exactly reproduce the
 dataset if it was transformed / modified before use with MLflow.
        optional string source = 4 [(.mlflow.validate_required) = true];
        Parameters:
        value - The source to set.
        Returns:
        This builder for chaining.

      • clearSource

        public Service.Dataset.Builder clearSource()
         Source information for the dataset. Note that the source may not exactly reproduce the
 dataset if it was transformed / modified before use with MLflow.
        optional string source = 4 [(.mlflow.validate_required) = true];
        Returns:
        This builder for chaining.

      • setSourceBytes

        public Service.Dataset.Builder setSourceBytes​(com.google.protobuf.ByteString value)
         Source information for the dataset. Note that the source may not exactly reproduce the
 dataset if it was transformed / modified before use with MLflow.
        optional string source = 4 [(.mlflow.validate_required) = true];
        Parameters:
        value - The bytes for source to set.
        Returns:
        This builder for chaining.

      • hasSchema

        public boolean hasSchema()
         The schema of the dataset. E.g., MLflow ColSpec JSON for a dataframe, MLflow TensorSpec JSON
 for an ndarray, or another schema format.
        optional string schema = 5;
        Specified by:
        hasSchema in interface Service.DatasetOrBuilder
        Returns:
        Whether the schema field is set.

      • getSchema

        public java.lang.String getSchema()
         The schema of the dataset. E.g., MLflow ColSpec JSON for a dataframe, MLflow TensorSpec JSON
 for an ndarray, or another schema format.
        optional string schema = 5;
        Specified by:
        getSchema in interface Service.DatasetOrBuilder
        Returns:
        The schema.

      • getSchemaBytes

        public com.google.protobuf.ByteString getSchemaBytes()
         The schema of the dataset. E.g., MLflow ColSpec JSON for a dataframe, MLflow TensorSpec JSON
 for an ndarray, or another schema format.
        optional string schema = 5;
        Specified by:
        getSchemaBytes in interface Service.DatasetOrBuilder
        Returns:
        The bytes for schema.

      • setSchema

        public Service.Dataset.Builder setSchema​(java.lang.String value)
         The schema of the dataset. E.g., MLflow ColSpec JSON for a dataframe, MLflow TensorSpec JSON
 for an ndarray, or another schema format.
        optional string schema = 5;
        Parameters:
        value - The schema to set.
        Returns:
        This builder for chaining.

      • clearSchema

        public Service.Dataset.Builder clearSchema()
         The schema of the dataset. E.g., MLflow ColSpec JSON for a dataframe, MLflow TensorSpec JSON
 for an ndarray, or another schema format.
        optional string schema = 5;
        Returns:
        This builder for chaining.

      • setSchemaBytes

        public Service.Dataset.Builder setSchemaBytes​(com.google.protobuf.ByteString value)
         The schema of the dataset. E.g., MLflow ColSpec JSON for a dataframe, MLflow TensorSpec JSON
 for an ndarray, or another schema format.
        optional string schema = 5;
        Parameters:
        value - The bytes for schema to set.
        Returns:
        This builder for chaining.

      • hasProfile

        public boolean hasProfile()
         The profile of the dataset. Summary statistics for the dataset, such as the number of rows
 in a table, the mean / std / mode of each column in a table, or the number of elements
 in an array.
        optional string profile = 6;
        Specified by:
        hasProfile in interface Service.DatasetOrBuilder
        Returns:
        Whether the profile field is set.

      • getProfile

        public java.lang.String getProfile()
         The profile of the dataset. Summary statistics for the dataset, such as the number of rows
 in a table, the mean / std / mode of each column in a table, or the number of elements
 in an array.
        optional string profile = 6;
        Specified by:
        getProfile in interface Service.DatasetOrBuilder
        Returns:
        The profile.

      • getProfileBytes

        public com.google.protobuf.ByteString getProfileBytes()
         The profile of the dataset. Summary statistics for the dataset, such as the number of rows
 in a table, the mean / std / mode of each column in a table, or the number of elements
 in an array.
        optional string profile = 6;
        Specified by:
        getProfileBytes in interface Service.DatasetOrBuilder
        Returns:
        The bytes for profile.

      • setProfile

        public Service.Dataset.Builder setProfile​(java.lang.String value)
         The profile of the dataset. Summary statistics for the dataset, such as the number of rows
 in a table, the mean / std / mode of each column in a table, or the number of elements
 in an array.
        optional string profile = 6;
        Parameters:
        value - The profile to set.
        Returns:
        This builder for chaining.

      • clearProfile

        public Service.Dataset.Builder clearProfile()
         The profile of the dataset. Summary statistics for the dataset, such as the number of rows
 in a table, the mean / std / mode of each column in a table, or the number of elements
 in an array.
        optional string profile = 6;
        Returns:
        This builder for chaining.

      • setProfileBytes

        public Service.Dataset.Builder setProfileBytes​(com.google.protobuf.ByteString value)
         The profile of the dataset. Summary statistics for the dataset, such as the number of rows
 in a table, the mean / std / mode of each column in a table, or the number of elements
 in an array.
        optional string profile = 6;
        Parameters:
        value - The bytes for profile to set.
        Returns:
        This builder for chaining.

      • setUnknownFields

        public final Service.Dataset.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<Service.Dataset.Builder>

      • mergeUnknownFields

        public final Service.Dataset.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<Service.Dataset.Builder>