Class MockProcessorContext<KForward,VForward>
- All Implemented Interfaces:
ProcessorContext<KForward,,VForward> org.apache.kafka.streams.processor.internals.RecordCollector.Supplier
MockProcessorContext is a mock of ProcessorContext for users to test their Processor,
Transformer, and ValueTransformer implementations.
The tests for this class (org.apache.kafka.streams.MockProcessorContextTest) include several behavioral tests that serve as example usage.
Note that this class does not take any automated actions (such as firing scheduled punctuators).
It simply captures any data it witnesses.
If you require more automated tests, we recommend wrapping your Processor in a minimal source-processor-sink
Topology and using the TopologyTestDriver.
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Nested Class Summary
Nested ClassesModifier and TypeClassDescriptionstatic final classstatic final classMockProcessorContext.CapturedPunctuatorholds captured punctuators, along with their scheduling information. -
Constructor Summary
ConstructorsConstructorDescriptionMockProcessorContext(Properties config) MockProcessorContext(Properties config, TaskId taskId, File stateDir) Create aMockProcessorContextwith a specified taskId and null stateDir. -
Method Summary
Modifier and TypeMethodDescription<S extends StateStore>
voidaddStateStore(S stateStore) Returns all the application config properties as key/value pairs.appConfigsWithPrefix(String prefix) Return all the application config properties with the given key prefix, as key/value pairs stripping the prefix.Return the application id.voidcommit()Request a commit.booleanWhetherProcessorContext.commit()has been called in this context.Forward a record to all child processors.Forward a record to the specified child processor.List<MockProcessorContext.CapturedForward<? extends KForward,? extends VForward>> Get all the forwarded data this context has observed.List<MockProcessorContext.CapturedForward<? extends KForward,? extends VForward>> Get all the forwarded data this context has observed for a specific child by name.<S extends StateStore>
SgetStateStore(String name) Get the state store given the store name.Used to get aStateStoreContextfor use withStateStore.init(StateStoreContext, StateStore)if you need to initialize a store for your tests.Serde<?>keySerde()Return the default key serde.metrics()Return Metrics instance.org.apache.kafka.streams.processor.internals.RecordCollectorReturn the metadata of the current record if available.voidReset the commit capture tofalse(whether or not it was previouslytrue).voidClear the captured forwarded data.schedule(Duration interval, PunctuationType type, Punctuator callback) Schedule a periodic operation for processors.Get the punctuators scheduled so far.voidsetRecordMetadata(String topic, int partition, long offset) The context exposes these metadata for use in the processor.stateDir()Return the state directory for the partition.taskId()Return the task id.Serde<?>Return the default value serde.
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Constructor Details
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MockProcessorContext
public MockProcessorContext()Create aMockProcessorContextwith dummyconfigandtaskIdandnullstateDir. Most unit tests using this mock won't need to know the taskId, and most unit tests should be able to get by with theInMemoryKeyValueStore, so the stateDir won't matter. -
MockProcessorContext
Create aMockProcessorContextwith dummytaskIdandnullstateDir. Most unit tests using this mock won't need to know the taskId, and most unit tests should be able to get by with theInMemoryKeyValueStore, so the stateDir won't matter.- Parameters:
config- a Properties object, used to configure the context and the processor.
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MockProcessorContext
Create aMockProcessorContextwith a specified taskId and null stateDir.- Parameters:
config- aPropertiesobject, used to configure the context and the processor.taskId- aTaskId, which the context makes available viataskId().stateDir- aFile, which the context makes available viwstateDir().
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Method Details
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applicationId
Description copied from interface:ProcessorContextReturn the application id.- Specified by:
applicationIdin interfaceProcessorContext<KForward,VForward> - Returns:
- the application id
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taskId
Description copied from interface:ProcessorContextReturn the task id.- Specified by:
taskIdin interfaceProcessorContext<KForward,VForward> - Returns:
- the task id
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appConfigs
Description copied from interface:ProcessorContextReturns all the application config properties as key/value pairs.The config properties are defined in the
StreamsConfigobject and associated to the ProcessorContext.The type of the values is dependent on the
typeof the property (e.g. the value ofDEFAULT_KEY_SERDE_CLASS_CONFIGwill be of typeClass, even if it was specified as a String toStreamsConfig(Map)).- Specified by:
appConfigsin interfaceProcessorContext<KForward,VForward> - Returns:
- all the key/values from the StreamsConfig properties
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appConfigsWithPrefix
Description copied from interface:ProcessorContextReturn all the application config properties with the given key prefix, as key/value pairs stripping the prefix.The config properties are defined in the
StreamsConfigobject and associated to the ProcessorContext.- Specified by:
appConfigsWithPrefixin interfaceProcessorContext<KForward,VForward> - Parameters:
prefix- the properties prefix- Returns:
- the key/values matching the given prefix from the StreamsConfig properties.
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keySerde
Description copied from interface:ProcessorContextReturn the default key serde.- Specified by:
keySerdein interfaceProcessorContext<KForward,VForward> - Returns:
- the key serializer
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valueSerde
Description copied from interface:ProcessorContextReturn the default value serde.- Specified by:
valueSerdein interfaceProcessorContext<KForward,VForward> - Returns:
- the value serializer
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stateDir
Description copied from interface:ProcessorContextReturn the state directory for the partition.- Specified by:
stateDirin interfaceProcessorContext<KForward,VForward> - Returns:
- the state directory
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metrics
Description copied from interface:ProcessorContextReturn Metrics instance.- Specified by:
metricsin interfaceProcessorContext<KForward,VForward> - Returns:
- StreamsMetrics
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setRecordMetadata
The context exposes these metadata for use in the processor. Normally, they are set by the Kafka Streams framework, but for the purpose of driving unit tests, you can set them directly.- Parameters:
topic- A topic namepartition- A partition numberoffset- A record offset
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recordMetadata
Description copied from interface:ProcessorContextReturn the metadata of the current record if available. Processors may be invoked to process a source record from an input topic, to run a scheduled punctuation (seeProcessorContext.schedule(Duration, PunctuationType, Punctuator)), or because a parent processor calledProcessorContext.forward(Record).In the case of a punctuation, there is no source record, so this metadata would be undefined. Note that when a punctuator invokes
ProcessorContext.forward(Record), downstream processors will receive the forwarded record as a regularProcessor.process(Record)invocation. In other words, it wouldn't be apparent to downstream processors whether or not the record being processed came from an input topic or punctuation and therefore whether or not this metadata is defined. This is why the return type of this method isOptional.If there is any possibility of punctuators upstream, any access to this field should consider the case of "
recordMetadata().isPresent() == false". Of course, it would be safest to always guard this condition.- Specified by:
recordMetadatain interfaceProcessorContext<KForward,VForward>
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getStateStore
Description copied from interface:ProcessorContextGet the state store given the store name.- Specified by:
getStateStorein interfaceProcessorContext<KForward,VForward> - Type Parameters:
S- The type or interface of the store to return- Parameters:
name- The store name- Returns:
- The state store instance
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addStateStore
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schedule
Description copied from interface:ProcessorContextSchedule a periodic operation for processors. A processor may call this method duringinitializationorProcessor.process(Record)processing} to schedule a periodic callback — called a punctuation — toPunctuator.punctuate(long). The type parameter controls what notion of time is used for punctuation:PunctuationType.STREAM_TIME— uses "stream time", which is advanced by the processing of messages in accordance with the timestamp as extracted by theTimestampExtractorin use. The first punctuation will be triggered by the first record that is processed. NOTE: Only advanced if messages arrivePunctuationType.WALL_CLOCK_TIME— uses system time (the wall-clock time), which is advanced independent of whether new messages arrive. The first punctuation will be triggered after interval has elapsed. NOTE: This is best effort only as its granularity is limited by how long an iteration of the processing loop takes to complete
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PunctuationType.STREAM_TIME, when stream time advances more than interval - with
PunctuationType.WALL_CLOCK_TIME, on GC pause, too short interval, ...
- Specified by:
schedulein interfaceProcessorContext<KForward,VForward> - Parameters:
interval- the time interval between punctuations (supported minimum is 1 millisecond)type- one of:PunctuationType.STREAM_TIME,PunctuationType.WALL_CLOCK_TIMEcallback- a function consuming timestamps representing the current stream or system time- Returns:
- a handle allowing cancellation of the punctuation schedule established by this method
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scheduledPunctuators
Get the punctuators scheduled so far. The returned list is not affected by subsequent calls toschedule(...).- Returns:
- A list of captured punctuators.
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forward
Description copied from interface:ProcessorContextForward a record to all child processors.Note that the forwarded
Recordis shared between the parent and child processors. And of course, the parent may forward the same object to multiple children, and the child may forward it to grandchildren, etc. Therefore, you should be mindful of mutability.The
Recordclass itself is immutable (all the setter-style methods return an independent copy of the instance). However, the key, value, and headers referenced by the Record may themselves be mutable.Some programs may opt to make use of this mutability for high performance, in which case the input record may be mutated and then forwarded by each
Processor. However, most applications should instead favor safety.Forwarding records safely simply means to make a copy of the record before you mutate it. This is trivial when using the
Record.withKey(Object),Record.withValue(Object), andRecord.withTimestamp(long)methods, as each of these methods make a copy of the record as a matter of course. But a little extra care must be taken with headers, since theHeaderclass is mutable. The easiest way to safely handle headers is to use theRecordconstructors to make a copy before modifying headers.In other words, this would be considered unsafe:
process(Record inputRecord) { inputRecord.headers().add(...); context.forward(inputRecord); }This is unsafe because the parent, and potentially siblings, grandparents, etc., all will see this modification to their shared Headers reference. This is a violation of causality and could lead to undefined behavior.A safe usage would look like this:
process(Record inputRecord) { // makes a copy of the headers Record toForward = inputRecord.withHeaders(inputRecord.headers()); // Other options to create a safe copy are: // * use any copy-on-write method, which makes a copy of all fields: // toForward = inputRecord.withValue(); // * explicitly copy all fields: // toForward = new Record(inputRecord.key(), inputRecord.value(), inputRecord.timestamp(), inputRecord.headers()); // * create a fresh, empty Headers: // toForward = new Record(inputRecord.key(), inputRecord.value(), inputRecord.timestamp()); // * etc. // now, we are modifying our own independent copy of the headers. toForward.headers().add(...); context.forward(toForward); }- Specified by:
forwardin interfaceProcessorContext<KForward,VForward> - Parameters:
record- The record to forward to all children
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forward
Description copied from interface:ProcessorContextForward a record to the specified child processor. SeeProcessorContext.forward(Record)for considerations.- Specified by:
forwardin interfaceProcessorContext<KForward,VForward> - Parameters:
record- The record to forwardchildName- The name of the child processor to receive the record- See Also:
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forwarded
public List<MockProcessorContext.CapturedForward<? extends KForward,? extends VForward>> forwarded()Get all the forwarded data this context has observed. The returned list will not be affected by subsequent interactions with the context. The data in the list is in the same order as the calls toforward(...).- Returns:
- A list of records that were previously passed to the context.
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forwarded
public List<MockProcessorContext.CapturedForward<? extends KForward,? extends VForward>> forwarded(String childName) Get all the forwarded data this context has observed for a specific child by name. The returned list will not be affected by subsequent interactions with the context. The data in the list is in the same order as the calls toforward(...).- Parameters:
childName- The child name to retrieve forwards for- Returns:
- A list of records that were previously passed to the context.
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resetForwards
public void resetForwards()Clear the captured forwarded data. -
commit
public void commit()Description copied from interface:ProcessorContextRequest a commit.- Specified by:
commitin interfaceProcessorContext<KForward,VForward>
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committed
public boolean committed()WhetherProcessorContext.commit()has been called in this context.- Returns:
trueiffProcessorContext.commit()has been called in this context since construction or reset.
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resetCommit
public void resetCommit()Reset the commit capture tofalse(whether or not it was previouslytrue). -
recordCollector
public org.apache.kafka.streams.processor.internals.RecordCollector recordCollector()- Specified by:
recordCollectorin interfaceorg.apache.kafka.streams.processor.internals.RecordCollector.Supplier
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getStateStoreContext
Used to get aStateStoreContextfor use withStateStore.init(StateStoreContext, StateStore)if you need to initialize a store for your tests.- Returns:
- a
StateStoreContextthat delegates to this ProcessorContext.
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