T
- the type of the elements of this PCollection
public class PCollection<T> extends PValueBase implements PValue
PCollection<T>
is an immutable collection of values of type T
. A PCollection
can contain either a bounded or unbounded number of elements. Bounded
and unbounded PCollections
are produced as the output of PTransforms
(including root PTransforms like Read
and Create
), and can be passed
as the inputs of other PTransforms.
Some root transforms produce bounded PCollections
and others produce unbounded ones.
For example, GenerateSequence.from(long)
with GenerateSequence.to(long)
produces a fixed set
of integers, so it produces a bounded PCollection
. GenerateSequence.from(long)
without
a GenerateSequence.to(long)
produces all integers as an infinite stream, so it produces an
unbounded PCollection
.
Each element in a PCollection
has an associated timestamp. Readers assign timestamps
to elements when they create PCollections
, and other PTransforms
propagate these timestamps from their input to their output. See the documentation
on BoundedSource.BoundedReader
and UnboundedSource.UnboundedReader
for more information on how these readers
produce timestamps and watermarks.
Additionally, a PCollection
has an associated WindowFn
and each element is
assigned to a set of windows. By default, the windowing function is GlobalWindows
and all
elements are assigned into a single default window. This default can be overridden with the
Window
PTransform
.
See the individual PTransform
subclasses for specific information on how they
propagate timestamps and windowing.
Modifier and Type | Class and Description |
---|---|
static class |
PCollection.IsBounded
The enumeration of cases for whether a
PCollection is bounded. |
Modifier and Type | Method and Description |
---|---|
<OutputT extends POutput> |
apply(PTransform<? super PCollection<T>,OutputT> t)
of the
PTransform . |
<OutputT extends POutput> |
apply(java.lang.String name,
PTransform<? super PCollection<T>,OutputT> t)
Applies the given
PTransform to this input PCollection , using name to
identify this specific application of the transform. |
static <T> PCollection<T> |
createPrimitiveOutputInternal(Pipeline pipeline,
WindowingStrategy<?,?> windowingStrategy,
PCollection.IsBounded isBounded,
Coder<T> coder)
For internal use only; no backwards-compatibility guarantees.
|
static <T> PCollection<T> |
createPrimitiveOutputInternal(Pipeline pipeline,
WindowingStrategy<?,?> windowingStrategy,
PCollection.IsBounded isBounded,
Coder<T> coder,
TupleTag<?> tag)
For internal use only; no backwards-compatibility guarantees.
|
java.util.Map<TupleTag<?>,PValue> |
expand()
|
void |
finishSpecifying(PInput input,
PTransform<?,?> transform)
After building, finalizes this
PValue to make it ready for running. |
void |
finishSpecifyingOutput(java.lang.String transformName,
PInput input,
PTransform<?,?> transform)
As part of applying the producing
PTransform , finalizes this output to make it ready
for being used as an input and for running. |
Coder<T> |
getCoder()
Returns the
Coder used by this PCollection to encode and decode the values
stored in it. |
SerializableFunction<Row,T> |
getFromRowFunction()
Returns the attached schema's fromRowFunction.
|
java.lang.String |
getName()
Returns the name of this
PCollection . |
Schema |
getSchema()
Returns the attached schema.
|
SerializableFunction<T,Row> |
getToRowFunction()
Returns the attached schema's toRowFunction.
|
TypeDescriptor<T> |
getTypeDescriptor()
Returns a
TypeDescriptor<T> with some reflective information about
T , if possible. |
WindowingStrategy<?,?> |
getWindowingStrategy()
Returns the
WindowingStrategy of this PCollection . |
boolean |
hasSchema()
Returns whether this
PCollection has an attached schema. |
PCollection.IsBounded |
isBounded() |
PCollection<T> |
setCoder(Coder<T> coder)
Sets the
Coder used by this PCollection to encode and decode the values stored
in it. |
PCollection<T> |
setIsBoundedInternal(PCollection.IsBounded isBounded)
For internal use only; no backwards-compatibility guarantees.
|
PCollection<T> |
setName(java.lang.String name)
Sets the name of this
PCollection . |
PCollection<T> |
setRowSchema(Schema schema)
Sets a schema on this PCollection.
|
PCollection<T> |
setSchema(Schema schema,
SerializableFunction<T,Row> toRowFunction,
SerializableFunction<Row,T> fromRowFunction)
Sets a
Schema on this PCollection . |
PCollection<T> |
setTypeDescriptor(TypeDescriptor<T> typeDescriptor)
Sets the
TypeDescriptor<T> for this PCollection<T> . |
PCollection<T> |
setWindowingStrategyInternal(WindowingStrategy<?,?> windowingStrategy)
For internal use only; no backwards-compatibility guarantees.
|
getKindString, getPipeline, toString
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
getPipeline
getPipeline
public void finishSpecifyingOutput(java.lang.String transformName, PInput input, PTransform<?,?> transform)
POutput
PTransform
, finalizes this output to make it ready
for being used as an input and for running.
This includes ensuring that all PCollections
have Coders
specified or defaulted.
Automatically invoked whenever this POutput
is output, after POutput.finishSpecifyingOutput(String, PInput, PTransform)
has been called on each component
PValue
returned by POutput.expand()
.
finishSpecifyingOutput
in interface POutput
finishSpecifyingOutput
in class PValueBase
public void finishSpecifying(PInput input, PTransform<?,?> transform)
PValue
to make it ready for running. Automatically
invoked whenever the PValue
is "used" (e.g., when apply() is called on it) and when the
Pipeline is run (useful if this is a PValue
with no consumers).finishSpecifying
in interface PValue
finishSpecifying
in class PValueBase
input
- the PInput
the PTransform
was applied to to produce this
outputtransform
- the PTransform
that produced this PValue
@Nullable public TypeDescriptor<T> getTypeDescriptor()
TypeDescriptor<T>
with some reflective information about
T
, if possible. May return null
if no information is available. Subclasses may
override this to enable better Coder
inference.public java.lang.String getName()
PCollection
.
By default, the name of a PCollection
is based on the name of the PTransform
that produces it. It can be specified explicitly by calling setName(java.lang.String)
.
getName
in interface PValue
getName
in class PValueBase
java.lang.IllegalStateException
- if the name hasn't been set yetpublic final java.util.Map<TupleTag<?>,PValue> expand()
PValue
POutput
into a list of its component output PValues
.
PValue
expands to itself.
PValues
(such as PCollectionTuple
or PCollectionList
) expands to its component PValue PValues
.
Not intended to be invoked directly by user code..
public PCollection<T> setName(java.lang.String name)
PCollection
. Returns this
.setName
in class PValueBase
java.lang.IllegalStateException
- if this PCollection
has already been finalized and may no
longer be set. Once apply(org.apache.beam.sdk.transforms.PTransform<? super org.apache.beam.sdk.values.PCollection<T>, OutputT>)
has been called, this will be the case.public Coder<T> getCoder()
Coder
used by this PCollection
to encode and decode the values
stored in it.java.lang.IllegalStateException
- if the Coder
hasn't been set, and couldn't be inferred.public PCollection<T> setCoder(Coder<T> coder)
java.lang.IllegalStateException
- if this PCollection
has already been finalized and may no
longer be set. Once apply(org.apache.beam.sdk.transforms.PTransform<? super org.apache.beam.sdk.values.PCollection<T>, OutputT>)
has been called, this will be the case.@Experimental(value=SCHEMAS) public PCollection<T> setRowSchema(Schema schema)
Can only be called on a PCollection
.
@Experimental(value=SCHEMAS) public PCollection<T> setSchema(Schema schema, SerializableFunction<T,Row> toRowFunction, SerializableFunction<Row,T> fromRowFunction)
Schema
on this PCollection
.@Experimental(value=SCHEMAS) public boolean hasSchema()
PCollection
has an attached schema.@Experimental(value=SCHEMAS) public Schema getSchema()
@Experimental(value=SCHEMAS) public SerializableFunction<T,Row> getToRowFunction()
@Experimental(value=SCHEMAS) public SerializableFunction<Row,T> getFromRowFunction()
public <OutputT extends POutput> OutputT apply(PTransform<? super PCollection<T>,OutputT> t)
PTransform
.PTransform
public <OutputT extends POutput> OutputT apply(java.lang.String name, PTransform<? super PCollection<T>,OutputT> t)
PTransform
to this input PCollection
, using name
to
identify this specific application of the transform. This name is used in various places,
including the monitoring UI, logging, and to stably identify this application node in the job
graph.PTransform
public WindowingStrategy<?,?> getWindowingStrategy()
WindowingStrategy
of this PCollection
.public PCollection.IsBounded isBounded()
public PCollection<T> setTypeDescriptor(TypeDescriptor<T> typeDescriptor)
TypeDescriptor<T>
for this PCollection<T>
. This may allow the enclosing PCollectionTuple
, PCollectionList
, or PTransform<?, PCollection<T>>
, etc., to provide more detailed
reflective information.@Internal public PCollection<T> setWindowingStrategyInternal(WindowingStrategy<?,?> windowingStrategy)
@Internal public PCollection<T> setIsBoundedInternal(PCollection.IsBounded isBounded)
@Internal public static <T> PCollection<T> createPrimitiveOutputInternal(Pipeline pipeline, WindowingStrategy<?,?> windowingStrategy, PCollection.IsBounded isBounded, @Nullable Coder<T> coder)
@Internal public static <T> PCollection<T> createPrimitiveOutputInternal(Pipeline pipeline, WindowingStrategy<?,?> windowingStrategy, PCollection.IsBounded isBounded, @Nullable Coder<T> coder, TupleTag<?> tag)