T - the type of elements handled by this coderpublic class AvroCoder<T> extends CustomCoder<T>
Coder using Avro binary format.
Each instance of AvroCoder<T> encapsulates an Avro datum factory and schema for
objects of type T.
The Avro datum factory and schema may be provided explicitly via of(AvroDatumFactory, Schema) or omitted via specific(Class) or
reflect(Class) in which case it will be inferred using Avro's SpecificData or ReflectData
For complete details about schema generation and how it can be controlled please see the
org.apache.avro.specific and org.apache.avro.reflect packages.
To use, specify the Coder type on a PCollection:
PCollection<MyCustomElement> records =
input.apply(...)
.setCoder(AvroCoder.of(MyCustomElement.class));
or annotate the element class using @DefaultCoder.
@DefaultCoder(AvroCoder.class)
public class MyCustomElement {
...
}
The implementation attempts to determine if the Avro encoding of the given type will satisfy
the criteria of Coder.verifyDeterministic() by inspecting both the type and the Schema
provided or generated by Avro. Only coders that are deterministic can be used in GroupByKey operations.
Coder.Context, Coder.NonDeterministicException| Modifier | Constructor and Description |
|---|---|
protected |
AvroCoder(AvroDatumFactory<T> datumFactory,
Schema schema) |
protected |
AvroCoder(java.lang.Class<T> type,
Schema schema) |
protected |
AvroCoder(java.lang.Class<T> type,
Schema schema,
boolean useReflectApi) |
| Modifier and Type | Method and Description |
|---|---|
T |
decode(java.io.InputStream inStream)
Decodes a value of type
T from the given input stream in the given context. |
void |
encode(T value,
java.io.OutputStream outStream)
Encodes the given value of type
T onto the given output stream. |
boolean |
equals(@Nullable java.lang.Object other) |
static AvroCoder<GenericRecord> |
generic(Schema schema)
Returns an
AvroCoder instance for the Avro schema. |
static CoderProvider |
getCoderProvider()
Returns a
CoderProvider which uses the AvroCoder if possible for all types. |
AvroDatumFactory<T> |
getDatumFactory()
Returns the datum factory used for encoding/decoding.
|
TypeDescriptor<T> |
getEncodedTypeDescriptor()
Returns the
TypeDescriptor for the type encoded. |
Schema |
getSchema()
Returns the schema used by this coder.
|
java.lang.Class<T> |
getType()
Returns the type this coder encodes/decodes.
|
int |
hashCode() |
static <T> AvroCoder<T> |
of(AvroDatumFactory<T> datumFactory,
Schema schema)
Returns an
AvroCoder instance for the provided AvroDatumFactory using the
provided Avro schema. |
static <T> AvroCoder<T> |
of(java.lang.Class<T> clazz)
Returns an
AvroCoder instance for the provided element class. |
static <T> AvroCoder<T> |
of(java.lang.Class<T> type,
boolean useReflectApi)
Returns an
AvroCoder instance for the given class, respecting whether to use Avro's
Reflect* or Specific* suite for encoding and decoding. |
static <T> AvroCoder<T> |
of(java.lang.Class<T> type,
Schema schema)
Returns an
AvroCoder instance for the provided element type using the provided Avro
schema |
static <T> AvroCoder<T> |
of(java.lang.Class<T> type,
Schema schema,
boolean useReflectApi)
Returns an
AvroCoder instance for the provided element type using the provided Avro
schema, respecting whether to use Avro's Reflect* or Specific* suite for encoding and decoding. |
static AvroGenericCoder |
of(Schema schema)
Returns an
AvroGenericCoder instance for the Avro schema. |
static <T> AvroCoder<T> |
of(TypeDescriptor<T> type)
Returns an
AvroCoder instance for the provided element type. |
static <T> AvroCoder<T> |
of(TypeDescriptor<T> type,
boolean useReflectApi)
Returns an
AvroCoder instance for the provided element type, respecting whether to use
Avro's Reflect* or Specific* suite for encoding and decoding. |
static <T> AvroCoder<T> |
reflect(java.lang.Class<T> type)
Returns an
AvroCoder instance for the provided element type respecting Avro's Reflect*
suite for encoding and decoding. |
static <T> AvroCoder<T> |
reflect(java.lang.Class<T> type,
Schema schema)
Returns an
AvroCoder instance for the provided element type respecting Avro's Reflect*
suite for encoding and decoding. |
static <T> AvroCoder<T> |
reflect(TypeDescriptor<T> type)
Returns an
AvroCoder instance for the provided element type respecting Avro's Reflect*
suite for encoding and decoding. |
static <T> AvroCoder<T> |
specific(java.lang.Class<T> type)
Returns an
AvroCoder instance for the provided element type respecting Avro's Specific*
suite for encoding and decoding. |
static <T> AvroCoder<T> |
specific(java.lang.Class<T> type,
Schema schema)
Returns an
AvroCoder instance for the provided element type respecting Avro's Specific*
suite for encoding and decoding. |
static <T> AvroCoder<T> |
specific(TypeDescriptor<T> type)
Returns an
AvroCoder instance for the provided element type respecting Avro's Specific*
suite for encoding and decoding. |
boolean |
useReflectApi()
Deprecated.
kept for backward API compatibility only.
|
void |
verifyDeterministic()
Throw
Coder.NonDeterministicException if the coding is not deterministic. |
getCoderArgumentsconsistentWithEquals, decode, encode, getEncodedElementByteSize, isRegisterByteSizeObserverCheap, registerByteSizeObserver, structuralValue, verifyDeterministic, verifyDeterministicprotected AvroCoder(AvroDatumFactory<T> datumFactory, Schema schema)
public static AvroCoder<GenericRecord> generic(Schema schema)
AvroCoder instance for the Avro schema. The implicit type is GenericRecord.public static <T> AvroCoder<T> specific(TypeDescriptor<T> type)
AvroCoder instance for the provided element type respecting Avro's Specific*
suite for encoding and decoding.public static <T> AvroCoder<T> specific(java.lang.Class<T> type)
AvroCoder instance for the provided element type respecting Avro's Specific*
suite for encoding and decoding.public static <T> AvroCoder<T> specific(java.lang.Class<T> type, Schema schema)
AvroCoder instance for the provided element type respecting Avro's Specific*
suite for encoding and decoding.
The schema must correspond to the type provided.
public static <T> AvroCoder<T> reflect(TypeDescriptor<T> type)
AvroCoder instance for the provided element type respecting Avro's Reflect*
suite for encoding and decoding.public static <T> AvroCoder<T> reflect(java.lang.Class<T> type)
AvroCoder instance for the provided element type respecting Avro's Reflect*
suite for encoding and decoding.public static <T> AvroCoder<T> reflect(java.lang.Class<T> type, Schema schema)
AvroCoder instance for the provided element type respecting Avro's Reflect*
suite for encoding and decoding.
The schema must correspond to the type provided.
public static AvroGenericCoder of(Schema schema)
AvroGenericCoder instance for the Avro schema. The implicit type is
GenericRecord.public static <T> AvroCoder<T> of(TypeDescriptor<T> type)
AvroCoder instance for the provided element type.T - the element typepublic static <T> AvroCoder<T> of(TypeDescriptor<T> type, boolean useReflectApi)
AvroCoder instance for the provided element type, respecting whether to use
Avro's Reflect* or Specific* suite for encoding and decoding.T - the element typepublic static <T> AvroCoder<T> of(java.lang.Class<T> clazz)
AvroCoder instance for the provided element class.T - the element typepublic static <T> AvroCoder<T> of(java.lang.Class<T> type, boolean useReflectApi)
AvroCoder instance for the given class, respecting whether to use Avro's
Reflect* or Specific* suite for encoding and decoding.T - the element typepublic static <T> AvroCoder<T> of(java.lang.Class<T> type, Schema schema)
AvroCoder instance for the provided element type using the provided Avro
schema
The schema must correspond to the type provided.
T - the element typepublic static <T> AvroCoder<T> of(AvroDatumFactory<T> datumFactory, Schema schema)
AvroCoder instance for the provided AvroDatumFactory using the
provided Avro schema.
The schema must correspond to the provided datumFactory's type.
T - the element typepublic static <T> AvroCoder<T> of(java.lang.Class<T> type, Schema schema, boolean useReflectApi)
AvroCoder instance for the provided element type using the provided Avro
schema, respecting whether to use Avro's Reflect* or Specific* suite for encoding and decoding.
The schema must correspond to the type provided.
T - the element typepublic static CoderProvider getCoderProvider()
CoderProvider which uses the AvroCoder if possible for all types.
It is unsafe to register this as a CoderProvider because Avro will reflectively
accept dangerous types such as Object.
This method is invoked reflectively from DefaultCoder.
public java.lang.Class<T> getType()
public AvroDatumFactory<T> getDatumFactory()
@Deprecated public boolean useReflectApi()
AvroDatumFactory is an instance of AvroDatumFactory.ReflectDatumFactorypublic void encode(T value, java.io.OutputStream outStream) throws java.io.IOException
CoderT onto the given output stream.encode in class Coder<T>java.io.IOException - if writing to the OutputStream fails for some reasonCoderException - if the value could not be encoded for some reasonpublic T decode(java.io.InputStream inStream) throws java.io.IOException
CoderT from the given input stream in the given context. Returns the
decoded value.decode in class Coder<T>java.io.IOException - if reading from the InputStream fails for some reasonCoderException - if the value could not be decoded for some reasonpublic void verifyDeterministic()
throws Coder.NonDeterministicException
CustomCoderCoder.NonDeterministicException if the coding is not deterministic.
In order for a Coder to be considered deterministic, the following must be true:
Object.equals() or Comparable.compareTo(), if supported) have the same encoding.
Coder always produces a canonical encoding, which is the same for an instance
of an object even if produced on different computers at different times.
verifyDeterministic in class CustomCoder<T>NonDeterministicException - when the type may not be deterministically encoded using the
given Schema, the directBinaryEncoder, and the ReflectDatumWriter
or GenericDatumWriter.Coder.NonDeterministicException - if this coder is not deterministic.public Schema getSchema()
public TypeDescriptor<T> getEncodedTypeDescriptor()
CoderTypeDescriptor for the type encoded.getEncodedTypeDescriptor in class Coder<T>public boolean equals(@Nullable java.lang.Object other)
equals in class java.lang.Objecttrue if the two AvroCoder instances have the same class, type and
schema.public int hashCode()
hashCode in class java.lang.Object