Uses of Class
org.datavec.api.transform.schema.Schema
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Uses of Schema in org.datavec.api.transform
Methods in org.datavec.api.transform that return Schema Modifier and Type Method Description SchemaTransformProcess. getFinalSchema()Get the Schema of the output data, after executing the processSchemaColumnOp. getInputSchema()Getter for input schemaSchemaDataAction. getSchema()SchemaTransformProcess. getSchemaAfterStep(int step)Return the schema after executing all steps up to and including the specified step.Methods in org.datavec.api.transform with parameters of type Schema Modifier and Type Method Description voidColumnOp. setInputSchema(Schema inputSchema)Set the input schema.Constructors in org.datavec.api.transform with parameters of type Schema Constructor Description Builder(Schema initialSchema)TransformProcess(Schema initialSchema, List<DataAction> actionList) -
Uses of Schema in org.datavec.api.transform.analysis
Constructors in org.datavec.api.transform.analysis with parameters of type Schema Constructor Description SequenceDataAnalysis(Schema schema, List<ColumnAnalysis> columnAnalysis, SequenceLengthAnalysis sequenceAnalysis) -
Uses of Schema in org.datavec.api.transform.condition
Methods in org.datavec.api.transform.condition that return Schema Modifier and Type Method Description SchemaBooleanCondition. getInputSchema()SchemaCondition. getInputSchema()Getter for the input schemaSchemaBooleanCondition. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaMethods in org.datavec.api.transform.condition with parameters of type Schema Modifier and Type Method Description voidBooleanCondition. setInputSchema(Schema schema)voidCondition. setInputSchema(Schema schema)Setter for the input schemaSchemaBooleanCondition. transform(Schema inputSchema)Get the output schema for this transformation, given an input schema -
Uses of Schema in org.datavec.api.transform.condition.column
Fields in org.datavec.api.transform.condition.column declared as Schema Modifier and Type Field Description protected SchemaBaseColumnCondition. schemaMethods in org.datavec.api.transform.condition.column that return Schema Modifier and Type Method Description SchemaBaseColumnCondition. getInputSchema()SchemaColumnCondition. getInputSchema()SchemaBaseColumnCondition. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaSchemaColumnCondition. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaMethods in org.datavec.api.transform.condition.column with parameters of type Schema Modifier and Type Method Description voidBaseColumnCondition. setInputSchema(Schema schema)voidColumnCondition. setInputSchema(Schema schema)SchemaBaseColumnCondition. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaSchemaColumnCondition. transform(Schema inputSchema)Get the output schema for this transformation, given an input schema -
Uses of Schema in org.datavec.api.transform.condition.sequence
Methods in org.datavec.api.transform.condition.sequence that return Schema Modifier and Type Method Description SchemaSequenceLengthCondition. getInputSchema()SchemaSequenceLengthCondition. transform(Schema inputSchema)Methods in org.datavec.api.transform.condition.sequence with parameters of type Schema Modifier and Type Method Description voidSequenceLengthCondition. setInputSchema(Schema schema)SchemaSequenceLengthCondition. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.filter
Fields in org.datavec.api.transform.filter declared as Schema Modifier and Type Field Description protected SchemaBaseColumnFilter. schemaMethods in org.datavec.api.transform.filter that return Schema Modifier and Type Method Description SchemaConditionFilter. getInputSchema()SchemaFilter. getInputSchema()SchemaFilterInvalidValues. getInputSchema()SchemaInvalidNumColumns. getInputSchema()SchemaConditionFilter. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaSchemaFilterInvalidValues. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaSchemaInvalidNumColumns. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaMethods in org.datavec.api.transform.filter with parameters of type Schema Modifier and Type Method Description voidBaseColumnFilter. setInputSchema(Schema schema)voidConditionFilter. setInputSchema(Schema schema)voidFilter. setInputSchema(Schema schema)voidFilterInvalidValues. setInputSchema(Schema schema)voidInvalidNumColumns. setInputSchema(Schema schema)SchemaConditionFilter. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaSchemaFilterInvalidValues. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaSchemaInvalidNumColumns. transform(Schema inputSchema)Get the output schema for this transformation, given an input schema -
Uses of Schema in org.datavec.api.transform.join
Methods in org.datavec.api.transform.join that return Schema Modifier and Type Method Description SchemaJoin. getOutputSchema()Methods in org.datavec.api.transform.join with parameters of type Schema Modifier and Type Method Description Join.BuilderJoin.Builder. setSchemas(Schema left, Schema right) -
Uses of Schema in org.datavec.api.transform.ndarray
Methods in org.datavec.api.transform.ndarray that return Schema Modifier and Type Method Description SchemaNDArrayDistanceTransform. transform(Schema inputSchema)Methods in org.datavec.api.transform.ndarray with parameters of type Schema Modifier and Type Method Description protected ColumnMetaDataNDArrayColumnsMathOpTransform. derivedColumnMetaData(String newColumnName, Schema inputSchema)voidNDArrayDistanceTransform. setInputSchema(Schema inputSchema)SchemaNDArrayDistanceTransform. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.rank
Methods in org.datavec.api.transform.rank that return Schema Modifier and Type Method Description SchemaCalculateSortedRank. getInputSchema()SchemaCalculateSortedRank. transform(Schema inputSchema)Methods in org.datavec.api.transform.rank with parameters of type Schema Modifier and Type Method Description voidCalculateSortedRank. setInputSchema(Schema schema)SchemaCalculateSortedRank. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.reduce
Methods in org.datavec.api.transform.reduce that return Schema Modifier and Type Method Description SchemaIAssociativeReducer. getInputSchema()SchemaReducer. getInputSchema()SchemaIAssociativeReducer. transform(Schema schema)SchemaReducer. transform(Schema schema)Get the output schema, given the input schemaMethods in org.datavec.api.transform.reduce with parameters of type Schema Modifier and Type Method Description voidIAssociativeReducer. setInputSchema(Schema schema)voidReducer. setInputSchema(Schema schema)SchemaIAssociativeReducer. transform(Schema schema)SchemaReducer. transform(Schema schema)Get the output schema, given the input schema -
Uses of Schema in org.datavec.api.transform.reduce.impl
Methods in org.datavec.api.transform.reduce.impl that return Schema Modifier and Type Method Description SchemaGeographicMidpointReduction. getInputSchema()SchemaGeographicMidpointReduction. transform(Schema inputSchema)Methods in org.datavec.api.transform.reduce.impl with parameters of type Schema Modifier and Type Method Description voidGeographicMidpointReduction. setInputSchema(Schema inputSchema)SchemaGeographicMidpointReduction. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.schema
Subclasses of Schema in org.datavec.api.transform.schema Modifier and Type Class Description classSequenceSchemaMethods in org.datavec.api.transform.schema that return Schema Modifier and Type Method Description SchemaInferredSchema. build()SchemaSchema.Builder. build()Create the Schemastatic SchemaSchema. fromJson(String json)Create a schema from a given json stringstatic SchemaSchema. fromYaml(String yaml)Create a schema from the given yaml stringstatic SchemaSchema. infer(List<Writable> record)Infers a schema based on the record.static SchemaSchema. inferMultiple(List<List<Writable>> record)Infers a schema based on the record.SchemaSchema. newSchema(List<ColumnMetaData> columnMetaData)Create a new schema based on the new metadataMethods in org.datavec.api.transform.schema with parameters of type Schema Modifier and Type Method Description List<ColumnMetaData>Schema. differences(Schema schema)Compute the difference inColumnMetaDatabetween this schema and the passed in schema.booleanSchema. sameTypes(Schema schema)Returns true if the given schema has the same types at each index -
Uses of Schema in org.datavec.api.transform.sequence
Methods in org.datavec.api.transform.sequence that return Schema Modifier and Type Method Description SchemaReduceSequenceTransform. getInputSchema()SchemaSequenceSplit. getInputSchema()Getter for the input schemaSchemaConvertFromSequence. transform(SequenceSchema schema)SchemaReduceSequenceTransform. transform(Schema inputSchema)Methods in org.datavec.api.transform.sequence with parameters of type Schema Modifier and Type Method Description voidConvertToSequence. setInputSchema(Schema schema)voidReduceSequenceTransform. setInputSchema(Schema inputSchema)voidSequenceSplit. setInputSchema(Schema inputSchema)Sets the input schema for this splitvoidSequenceComparator. setSchema(Schema sequenceSchema)SequenceSchemaConvertToSequence. transform(Schema schema)SchemaReduceSequenceTransform. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.sequence.comparator
Fields in org.datavec.api.transform.sequence.comparator declared as Schema Modifier and Type Field Description protected SchemaBaseColumnComparator. schemaMethods in org.datavec.api.transform.sequence.comparator that return Schema Modifier and Type Method Description SchemaBaseColumnComparator. getInputSchema()Getter for input schemaSchemaBaseColumnComparator. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaMethods in org.datavec.api.transform.sequence.comparator with parameters of type Schema Modifier and Type Method Description voidBaseColumnComparator. setInputSchema(Schema inputSchema)Set the input schema.voidBaseColumnComparator. setSchema(Schema sequenceSchema)voidNumericalColumnComparator. setSchema(Schema sequenceSchema)SchemaBaseColumnComparator. transform(Schema inputSchema)Get the output schema for this transformation, given an input schema -
Uses of Schema in org.datavec.api.transform.sequence.expansion
Fields in org.datavec.api.transform.sequence.expansion declared as Schema Modifier and Type Field Description protected SchemaBaseSequenceExpansionTransform. inputSchemaMethods in org.datavec.api.transform.sequence.expansion that return Schema Modifier and Type Method Description SchemaBaseSequenceExpansionTransform. transform(Schema inputSchema)Methods in org.datavec.api.transform.sequence.expansion with parameters of type Schema Modifier and Type Method Description SchemaBaseSequenceExpansionTransform. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.sequence.split
Methods in org.datavec.api.transform.sequence.split that return Schema Modifier and Type Method Description SchemaSequenceSplitTimeSeparation. getInputSchema()SchemaSplitMaxLengthSequence. getInputSchema()Methods in org.datavec.api.transform.sequence.split with parameters of type Schema Modifier and Type Method Description voidSequenceSplitTimeSeparation. setInputSchema(Schema inputSchema)voidSplitMaxLengthSequence. setInputSchema(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.sequence.trim
Methods in org.datavec.api.transform.sequence.trim that return Schema Modifier and Type Method Description SchemaSequenceTrimToLengthTransform. getInputSchema()SchemaSequenceTrimTransform. getInputSchema()SchemaSequenceTrimToLengthTransform. transform(Schema inputSchema)SchemaSequenceTrimTransform. transform(Schema inputSchema)Methods in org.datavec.api.transform.sequence.trim with parameters of type Schema Modifier and Type Method Description voidSequenceTrimToLengthTransform. setInputSchema(Schema inputSchema)voidSequenceTrimTransform. setInputSchema(Schema inputSchema)SchemaSequenceTrimToLengthTransform. transform(Schema inputSchema)SchemaSequenceTrimTransform. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.sequence.window
Methods in org.datavec.api.transform.sequence.window that return Schema Modifier and Type Method Description SchemaOverlappingTimeWindowFunction. getInputSchema()SchemaReduceSequenceByWindowTransform. getInputSchema()SchemaTimeWindowFunction. getInputSchema()SchemaWindowFunction. getInputSchema()SchemaOverlappingTimeWindowFunction. transform(Schema inputSchema)SchemaReduceSequenceByWindowTransform. transform(Schema inputSchema)SchemaTimeWindowFunction. transform(Schema inputSchema)SchemaWindowFunction. transform(Schema inputSchema)Get the output schema, given the input schema.Methods in org.datavec.api.transform.sequence.window with parameters of type Schema Modifier and Type Method Description voidOverlappingTimeWindowFunction. setInputSchema(Schema schema)voidReduceSequenceByWindowTransform. setInputSchema(Schema inputSchema)voidTimeWindowFunction. setInputSchema(Schema schema)voidWindowFunction. setInputSchema(Schema schema)SchemaOverlappingTimeWindowFunction. transform(Schema inputSchema)SchemaReduceSequenceByWindowTransform. transform(Schema inputSchema)SchemaTimeWindowFunction. transform(Schema inputSchema)SchemaWindowFunction. transform(Schema inputSchema)Get the output schema, given the input schema. -
Uses of Schema in org.datavec.api.transform.stringreduce
Methods in org.datavec.api.transform.stringreduce that return Schema Modifier and Type Method Description SchemaIStringReducer. getInputSchema()SchemaStringReducer. getInputSchema()SchemaIStringReducer. transform(Schema schema)SchemaStringReducer. transform(Schema schema)Get the output schema, given the input schemaMethods in org.datavec.api.transform.stringreduce with parameters of type Schema Modifier and Type Method Description voidIStringReducer. setInputSchema(Schema schema)voidStringReducer. setInputSchema(Schema schema)SchemaIStringReducer. transform(Schema schema)SchemaStringReducer. transform(Schema schema)Get the output schema, given the input schema -
Uses of Schema in org.datavec.api.transform.transform
Fields in org.datavec.api.transform.transform declared as Schema Modifier and Type Field Description protected SchemaBaseTransform. inputSchemaMethods in org.datavec.api.transform.transform that return Schema Modifier and Type Method Description SchemaBaseColumnsMathOpTransform. getInputSchema()SchemaBaseTransform. getInputSchema()SchemaBaseColumnsMathOpTransform. transform(Schema inputSchema)SchemaBaseColumnTransform. transform(Schema schema)Methods in org.datavec.api.transform.transform with parameters of type Schema Modifier and Type Method Description protected abstract ColumnMetaDataBaseColumnsMathOpTransform. derivedColumnMetaData(String newColumnName, Schema inputSchema)voidBaseColumnsMathOpTransform. setInputSchema(Schema inputSchema)voidBaseColumnTransform. setInputSchema(Schema inputSchema)voidBaseTransform. setInputSchema(Schema inputSchema)SchemaBaseColumnsMathOpTransform. transform(Schema inputSchema)SchemaBaseColumnTransform. transform(Schema schema) -
Uses of Schema in org.datavec.api.transform.transform.categorical
Methods in org.datavec.api.transform.transform.categorical that return Schema Modifier and Type Method Description SchemaCategoricalToIntegerTransform. transform(Schema schema)SchemaCategoricalToOneHotTransform. transform(Schema schema)SchemaFirstDigitTransform. transform(Schema inputSchema)SchemaPivotTransform. transform(Schema inputSchema)Methods in org.datavec.api.transform.transform.categorical with parameters of type Schema Modifier and Type Method Description voidCategoricalToIntegerTransform. setInputSchema(Schema inputSchema)voidCategoricalToOneHotTransform. setInputSchema(Schema inputSchema)voidFirstDigitTransform. setInputSchema(Schema schema)SchemaCategoricalToIntegerTransform. transform(Schema schema)SchemaCategoricalToOneHotTransform. transform(Schema schema)SchemaFirstDigitTransform. transform(Schema inputSchema)SchemaPivotTransform. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.transform.column
Methods in org.datavec.api.transform.transform.column that return Schema Modifier and Type Method Description SchemaAddConstantColumnTransform. getInputSchema()SchemaDuplicateColumnsTransform. getInputSchema()SchemaRenameColumnsTransform. getInputSchema()SchemaReorderColumnsTransform. getInputSchema()SchemaAddConstantColumnTransform. transform(Schema inputSchema)SchemaDuplicateColumnsTransform. transform(Schema inputSchema)SchemaRemoveAllColumnsExceptForTransform. transform(Schema schema)SchemaRemoveColumnsTransform. transform(Schema schema)SchemaRenameColumnsTransform. transform(Schema inputSchema)SchemaReorderColumnsTransform. transform(Schema inputSchema)Methods in org.datavec.api.transform.transform.column with parameters of type Schema Modifier and Type Method Description voidAddConstantColumnTransform. setInputSchema(Schema inputSchema)voidDuplicateColumnsTransform. setInputSchema(Schema inputSchema)voidRemoveAllColumnsExceptForTransform. setInputSchema(Schema schema)voidRemoveColumnsTransform. setInputSchema(Schema schema)voidRenameColumnsTransform. setInputSchema(Schema inputSchema)voidReorderColumnsTransform. setInputSchema(Schema inputSchema)SchemaAddConstantColumnTransform. transform(Schema inputSchema)SchemaDuplicateColumnsTransform. transform(Schema inputSchema)SchemaRemoveAllColumnsExceptForTransform. transform(Schema schema)SchemaRemoveColumnsTransform. transform(Schema schema)SchemaRenameColumnsTransform. transform(Schema inputSchema)SchemaReorderColumnsTransform. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.transform.condition
Methods in org.datavec.api.transform.transform.condition that return Schema Modifier and Type Method Description SchemaConditionalCopyValueTransform. getInputSchema()SchemaConditionalReplaceValueTransform. getInputSchema()SchemaConditionalReplaceValueTransformWithDefault. getInputSchema()SchemaConditionalCopyValueTransform. transform(Schema inputSchema)SchemaConditionalReplaceValueTransform. transform(Schema inputSchema)SchemaConditionalReplaceValueTransformWithDefault. transform(Schema inputSchema)Methods in org.datavec.api.transform.transform.condition with parameters of type Schema Modifier and Type Method Description voidConditionalCopyValueTransform. setInputSchema(Schema inputSchema)voidConditionalReplaceValueTransform. setInputSchema(Schema inputSchema)voidConditionalReplaceValueTransformWithDefault. setInputSchema(Schema inputSchema)SchemaConditionalCopyValueTransform. transform(Schema inputSchema)SchemaConditionalReplaceValueTransform. transform(Schema inputSchema)SchemaConditionalReplaceValueTransformWithDefault. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.transform.doubletransform
Methods in org.datavec.api.transform.transform.doubletransform with parameters of type Schema Modifier and Type Method Description protected ColumnMetaDataDoubleColumnsMathOpTransform. derivedColumnMetaData(String newColumnName, Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.transform.floattransform
Methods in org.datavec.api.transform.transform.floattransform with parameters of type Schema Modifier and Type Method Description protected ColumnMetaDataFloatColumnsMathOpTransform. derivedColumnMetaData(String newColumnName, Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.transform.integer
Methods in org.datavec.api.transform.transform.integer that return Schema Modifier and Type Method Description SchemaIntegerToOneHotTransform. transform(Schema schema)Methods in org.datavec.api.transform.transform.integer with parameters of type Schema Modifier and Type Method Description protected ColumnMetaDataIntegerColumnsMathOpTransform. derivedColumnMetaData(String newColumnName, Schema inputSchema)voidIntegerToOneHotTransform. setInputSchema(Schema inputSchema)SchemaIntegerToOneHotTransform. transform(Schema schema) -
Uses of Schema in org.datavec.api.transform.transform.longtransform
Methods in org.datavec.api.transform.transform.longtransform with parameters of type Schema Modifier and Type Method Description protected ColumnMetaDataLongColumnsMathOpTransform. derivedColumnMetaData(String newColumnName, Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.transform.parse
Methods in org.datavec.api.transform.transform.parse that return Schema Modifier and Type Method Description SchemaParseDoubleTransform. transform(Schema inputSchema)Get the output schema for this transformation, given an input schemaMethods in org.datavec.api.transform.transform.parse with parameters of type Schema Modifier and Type Method Description SchemaParseDoubleTransform. transform(Schema inputSchema)Get the output schema for this transformation, given an input schema -
Uses of Schema in org.datavec.api.transform.transform.sequence
Methods in org.datavec.api.transform.transform.sequence that return Schema Modifier and Type Method Description SchemaSequenceDifferenceTransform. getInputSchema()SchemaSequenceMovingWindowReduceTransform. getInputSchema()SchemaSequenceDifferenceTransform. transform(Schema inputSchema)SchemaSequenceMovingWindowReduceTransform. transform(Schema inputSchema)SchemaSequenceOffsetTransform. transform(Schema inputSchema)Methods in org.datavec.api.transform.transform.sequence with parameters of type Schema Modifier and Type Method Description voidSequenceDifferenceTransform. setInputSchema(Schema inputSchema)voidSequenceMovingWindowReduceTransform. setInputSchema(Schema inputSchema)voidSequenceOffsetTransform. setInputSchema(Schema inputSchema)SchemaSequenceDifferenceTransform. transform(Schema inputSchema)SchemaSequenceMovingWindowReduceTransform. transform(Schema inputSchema)SchemaSequenceOffsetTransform. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.transform.string
Methods in org.datavec.api.transform.transform.string that return Schema Modifier and Type Method Description SchemaConcatenateStringColumns. getInputSchema()SchemaConcatenateStringColumns. transform(Schema inputSchema)SchemaStringListToCategoricalSetTransform. transform(Schema inputSchema)SchemaStringListToCountsNDArrayTransform. transform(Schema inputSchema)Methods in org.datavec.api.transform.transform.string with parameters of type Schema Modifier and Type Method Description voidConcatenateStringColumns. setInputSchema(Schema inputSchema)voidStringListToCategoricalSetTransform. setInputSchema(Schema inputSchema)voidStringListToCountsNDArrayTransform. setInputSchema(Schema inputSchema)SchemaConcatenateStringColumns. transform(Schema inputSchema)SchemaStringListToCategoricalSetTransform. transform(Schema inputSchema)SchemaStringListToCountsNDArrayTransform. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.transform.time
Methods in org.datavec.api.transform.transform.time that return Schema Modifier and Type Method Description SchemaDeriveColumnsFromTimeTransform. getInputSchema()SchemaDeriveColumnsFromTimeTransform. transform(Schema inputSchema)Methods in org.datavec.api.transform.transform.time with parameters of type Schema Modifier and Type Method Description voidDeriveColumnsFromTimeTransform. setInputSchema(Schema inputSchema)SchemaDeriveColumnsFromTimeTransform. transform(Schema inputSchema) -
Uses of Schema in org.datavec.api.transform.ui
Methods in org.datavec.api.transform.ui with parameters of type Schema Modifier and Type Method Description static voidHtmlSequencePlotting. createHtmlSequencePlotFile(String title, Schema schema, List<List<Writable>> sequence, File output)Create a HTML file with plots for the given sequence and write it to a file.static StringHtmlSequencePlotting. createHtmlSequencePlots(String title, Schema schema, List<List<Writable>> sequence)Create a HTML file with plots for the given sequence. -
Uses of Schema in org.datavec.api.util.ndarray
Methods in org.datavec.api.util.ndarray with parameters of type Schema Modifier and Type Method Description static List<Writable>RecordConverter. toRecord(Schema schema, List<Object> source)Convert a collection into a `List`, i.e.
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