Uses of Class
org.datavec.api.transform.schema.Schema

Packages that use Schema

Package	Description
org.datavec.api.transform
org.datavec.api.transform.analysis
org.datavec.api.transform.condition
org.datavec.api.transform.condition.column
org.datavec.api.transform.filter
org.datavec.api.transform.join
org.datavec.api.transform.rank
org.datavec.api.transform.reduce
org.datavec.api.transform.schema
org.datavec.api.transform.sequence
org.datavec.api.transform.sequence.comparator
org.datavec.api.transform.sequence.split
org.datavec.api.transform.sequence.window
org.datavec.api.transform.transform
org.datavec.api.transform.transform.categorical
org.datavec.api.transform.transform.column
org.datavec.api.transform.transform.condition
org.datavec.api.transform.transform.parse
org.datavec.api.transform.transform.sequence
org.datavec.api.transform.transform.string
org.datavec.api.transform.transform.time

Uses of Schema in org.datavec.api.transform

Methods in org.datavec.api.transform that return Schema

Modifier and Type	Method and Description
Schema	TransformProcess.getFinalSchema() Get the Schema of the output data, after executing the process
Schema	ColumnOp.getInputSchema() Getter for input schema
Schema	DataAction.getSchema()
Schema	TransformProcess.getSchemaAfterStep(int step) Return the schema after executing all steps up to and including the specified step.
Schema	ColumnOp.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema

Methods in org.datavec.api.transform with parameters of type Schema

Modifier and Type	Method and Description
void	ColumnOp.setInputSchema(Schema inputSchema) Set the input schema.
Schema	ColumnOp.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema

Constructors in org.datavec.api.transform with parameters of type Schema

Constructor and 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 and 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 and Description
Schema	BooleanCondition.getInputSchema()
Schema	Condition.getInputSchema() Getter for the input schema
Schema	BooleanCondition.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema

Methods in org.datavec.api.transform.condition with parameters of type Schema

Modifier and Type	Method and Description
void	BooleanCondition.setInputSchema(Schema schema)
void	Condition.setInputSchema(Schema schema) Setter for the input schema
Schema	BooleanCondition.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 and Description
protected Schema	BaseColumnCondition.schema

Methods in org.datavec.api.transform.condition.column that return Schema

Modifier and Type	Method and Description
Schema	BaseColumnCondition.getInputSchema()
Schema	ColumnCondition.getInputSchema()
Schema	BaseColumnCondition.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema
Schema	ColumnCondition.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema

Methods in org.datavec.api.transform.condition.column with parameters of type Schema

Modifier and Type	Method and Description
void	BaseColumnCondition.setInputSchema(Schema schema)
void	ColumnCondition.setInputSchema(Schema schema)
Schema	BaseColumnCondition.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema
Schema	ColumnCondition.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema

Uses of Schema in org.datavec.api.transform.filter

Fields in org.datavec.api.transform.filter declared as Schema

Modifier and Type	Field and Description
protected Schema	BaseColumnFilter.schema

Methods in org.datavec.api.transform.filter that return Schema

Modifier and Type	Method and Description
Schema	FilterInvalidValues.getInputSchema()
Schema	InvalidNumColumns.getInputSchema()
Schema	Filter.getInputSchema()
Schema	ConditionFilter.getInputSchema()
Schema	FilterInvalidValues.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema
Schema	InvalidNumColumns.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema
Schema	ConditionFilter.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema

Methods in org.datavec.api.transform.filter with parameters of type Schema

Modifier and Type	Method and Description
void	FilterInvalidValues.setInputSchema(Schema schema)
void	InvalidNumColumns.setInputSchema(Schema schema)
void	Filter.setInputSchema(Schema schema)
void	ConditionFilter.setInputSchema(Schema schema)
void	BaseColumnFilter.setInputSchema(Schema schema)
Schema	FilterInvalidValues.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema
Schema	InvalidNumColumns.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema
Schema	ConditionFilter.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 and Description
Schema	Join.getOutputSchema()

Methods in org.datavec.api.transform.join with parameters of type Schema

Modifier and Type	Method and Description
Join.Builder	Join.Builder.setSchemas(Schema left, Schema right)

Uses of Schema in org.datavec.api.transform.rank

Methods in org.datavec.api.transform.rank that return Schema

Modifier and Type	Method and Description
Schema	CalculateSortedRank.getInputSchema()
Schema	CalculateSortedRank.transform(Schema inputSchema)

Methods in org.datavec.api.transform.rank with parameters of type Schema

Modifier and Type	Method and Description
void	CalculateSortedRank.setInputSchema(Schema schema)
Schema	CalculateSortedRank.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 and Description
Schema	Reducer.getInputSchema()
Schema	IReducer.getInputSchema()
Schema	Reducer.transform(Schema schema) Get the output schema, given the input schema
Schema	IReducer.transform(Schema schema)

Methods in org.datavec.api.transform.reduce with parameters of type Schema

Modifier and Type	Method and Description
void	Reducer.setInputSchema(Schema schema)
void	IReducer.setInputSchema(Schema schema)
Schema	Reducer.transform(Schema schema) Get the output schema, given the input schema
Schema	IReducer.transform(Schema schema)

Uses of Schema in org.datavec.api.transform.schema

Subclasses of Schema in org.datavec.api.transform.schema

Modifier and Type	Class and Description
class	SequenceSchema A SequenceSchema is a Schema for sequential data.

Methods in org.datavec.api.transform.schema that return Schema

Modifier and Type	Method and Description
Schema	Schema.Builder.build() Create the Schema
static Schema	Schema.fromJson(String json) Create a schema from a given json string
static Schema	Schema.fromYaml(String yaml) Create a schema from the given yaml string
static Schema	Schema.infer(List<Writable> record) Infers a schema based on the record.
static Schema	Schema.inferMultiple(List<List<Writable>> record) Infers a schema based on the record.
Schema	Schema.newSchema(List<ColumnMetaData> columnMetaData) Create a new schema based on the new metadata

Methods in org.datavec.api.transform.schema with parameters of type Schema

Modifier and Type	Method and Description
List<ColumnMetaData>	Schema.differences(Schema schema) Compute the difference in ColumnMetaData between this schema and the passed in schema.
boolean	Schema.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 and Description
Schema	SequenceSplit.getInputSchema()
Schema	ConvertFromSequence.transform(SequenceSchema schema)

Methods in org.datavec.api.transform.sequence with parameters of type Schema

Modifier and Type	Method and Description
void	SequenceSplit.setInputSchema(Schema inputSchema)
void	ConvertToSequence.setInputSchema(Schema schema)
void	SequenceComparator.setSchema(Schema sequenceSchema)
SequenceSchema	ConvertToSequence.transform(Schema schema)

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 and Description
protected Schema	BaseColumnComparator.schema

Methods in org.datavec.api.transform.sequence.comparator that return Schema

Modifier and Type	Method and Description
Schema	BaseColumnComparator.getInputSchema() Getter for input schema
Schema	BaseColumnComparator.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema

Methods in org.datavec.api.transform.sequence.comparator with parameters of type Schema

Modifier and Type	Method and Description
void	BaseColumnComparator.setInputSchema(Schema inputSchema) Set the input schema.
void	BaseColumnComparator.setSchema(Schema sequenceSchema)
void	NumericalColumnComparator.setSchema(Schema sequenceSchema)
Schema	BaseColumnComparator.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema

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 and Description
Schema	SplitMaxLengthSequence.getInputSchema()
Schema	SequenceSplitTimeSeparation.getInputSchema()

Methods in org.datavec.api.transform.sequence.split with parameters of type Schema

Modifier and Type	Method and Description
void	SplitMaxLengthSequence.setInputSchema(Schema inputSchema)
void	SequenceSplitTimeSeparation.setInputSchema(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 and Description
Schema	WindowFunction.getInputSchema()
Schema	ReduceSequenceByWindowTransform.getInputSchema()
Schema	TimeWindowFunction.getInputSchema()
Schema	OverlappingTimeWindowFunction.getInputSchema()
Schema	WindowFunction.transform(Schema inputSchema) Get the output schema, given the input schema.
Schema	ReduceSequenceByWindowTransform.transform(Schema inputSchema)
Schema	TimeWindowFunction.transform(Schema inputSchema)
Schema	OverlappingTimeWindowFunction.transform(Schema inputSchema)

Methods in org.datavec.api.transform.sequence.window with parameters of type Schema

Modifier and Type	Method and Description
void	WindowFunction.setInputSchema(Schema schema)
void	ReduceSequenceByWindowTransform.setInputSchema(Schema inputSchema)
void	TimeWindowFunction.setInputSchema(Schema schema)
void	OverlappingTimeWindowFunction.setInputSchema(Schema schema)
Schema	WindowFunction.transform(Schema inputSchema) Get the output schema, given the input schema.
Schema	ReduceSequenceByWindowTransform.transform(Schema inputSchema)
Schema	TimeWindowFunction.transform(Schema inputSchema)
Schema	OverlappingTimeWindowFunction.transform(Schema inputSchema)

Uses of Schema in org.datavec.api.transform.transform

Fields in org.datavec.api.transform.transform declared as Schema

Modifier and Type	Field and Description
protected Schema	BaseTransform.inputSchema

Methods in org.datavec.api.transform.transform that return Schema

Modifier and Type	Method and Description
Schema	BaseTransform.getInputSchema()
Schema	BaseColumnsMathOpTransform.getInputSchema()
Schema	BaseColumnTransform.transform(Schema schema)
Schema	BaseColumnsMathOpTransform.transform(Schema inputSchema)

Methods in org.datavec.api.transform.transform with parameters of type Schema

Modifier and Type	Method and Description
void	BaseTransform.setInputSchema(Schema inputSchema)
void	BaseColumnTransform.setInputSchema(Schema inputSchema)
void	BaseColumnsMathOpTransform.setInputSchema(Schema inputSchema)
Schema	BaseColumnTransform.transform(Schema schema)
Schema	BaseColumnsMathOpTransform.transform(Schema inputSchema)

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 and Description
Schema	CategoricalToOneHotTransform.transform(Schema schema)
Schema	CategoricalToIntegerTransform.transform(Schema schema)

Methods in org.datavec.api.transform.transform.categorical with parameters of type Schema

Modifier and Type	Method and Description
void	CategoricalToOneHotTransform.setInputSchema(Schema inputSchema)
void	CategoricalToIntegerTransform.setInputSchema(Schema inputSchema)
Schema	CategoricalToOneHotTransform.transform(Schema schema)
Schema	CategoricalToIntegerTransform.transform(Schema schema)

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 and Description
Schema	ReorderColumnsTransform.getInputSchema()
Schema	DuplicateColumnsTransform.getInputSchema()
Schema	RenameColumnsTransform.getInputSchema()
Schema	ReorderColumnsTransform.transform(Schema inputSchema)
Schema	DuplicateColumnsTransform.transform(Schema inputSchema)
Schema	RenameColumnsTransform.transform(Schema inputSchema)
Schema	RemoveColumnsTransform.transform(Schema schema)
Schema	RemoveAllColumnsExceptForTransform.transform(Schema schema)

Methods in org.datavec.api.transform.transform.column with parameters of type Schema

Modifier and Type	Method and Description
void	ReorderColumnsTransform.setInputSchema(Schema inputSchema)
void	DuplicateColumnsTransform.setInputSchema(Schema inputSchema)
void	RenameColumnsTransform.setInputSchema(Schema inputSchema)
void	RemoveColumnsTransform.setInputSchema(Schema schema)
void	RemoveAllColumnsExceptForTransform.setInputSchema(Schema schema)
Schema	ReorderColumnsTransform.transform(Schema inputSchema)
Schema	DuplicateColumnsTransform.transform(Schema inputSchema)
Schema	RenameColumnsTransform.transform(Schema inputSchema)
Schema	RemoveColumnsTransform.transform(Schema schema)
Schema	RemoveAllColumnsExceptForTransform.transform(Schema schema)

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 and Description
Schema	ConditionalCopyValueTransform.getInputSchema()
Schema	ConditionalReplaceValueTransform.getInputSchema()
Schema	ConditionalCopyValueTransform.transform(Schema inputSchema)
Schema	ConditionalReplaceValueTransform.transform(Schema inputSchema)

Methods in org.datavec.api.transform.transform.condition with parameters of type Schema

Modifier and Type	Method and Description
void	ConditionalCopyValueTransform.setInputSchema(Schema inputSchema)
void	ConditionalReplaceValueTransform.setInputSchema(Schema inputSchema)
Schema	ConditionalCopyValueTransform.transform(Schema inputSchema)
Schema	ConditionalReplaceValueTransform.transform(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 and Description
Schema	ParseDoubleTransform.transform(Schema inputSchema) Get the output schema for this transformation, given an input schema

Methods in org.datavec.api.transform.transform.parse with parameters of type Schema

Modifier and Type	Method and Description
Schema	ParseDoubleTransform.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 and Description
Schema	SequenceDifferenceTransform.getInputSchema()
Schema	SequenceDifferenceTransform.transform(Schema inputSchema)

Methods in org.datavec.api.transform.transform.sequence with parameters of type Schema

Modifier and Type	Method and Description
void	SequenceDifferenceTransform.setInputSchema(Schema inputSchema)
Schema	SequenceDifferenceTransform.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 and Description
Schema	StringListToCategoricalSetTransform.transform(Schema inputSchema)

Methods in org.datavec.api.transform.transform.string with parameters of type Schema

Modifier and Type	Method and Description
void	StringListToCategoricalSetTransform.setInputSchema(Schema inputSchema)
Schema	StringListToCategoricalSetTransform.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 and Description
Schema	DeriveColumnsFromTimeTransform.getInputSchema()
Schema	DeriveColumnsFromTimeTransform.transform(Schema inputSchema)

Methods in org.datavec.api.transform.transform.time with parameters of type Schema

Modifier and Type	Method and Description
void	DeriveColumnsFromTimeTransform.setInputSchema(Schema inputSchema)
Schema	DeriveColumnsFromTimeTransform.transform(Schema inputSchema)