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public static < OUT > TypeInfoFactory < OUT > getTypeInfoFactory ( Type t ) { final Class < ? > factoryClass ; if ( registeredTypeInfoFactories . containsKey ( t ) ) { factoryClass = registeredTypeInfoFactories . get ( t ) ; } else { if ( ! isClassType ( t ) || ! typeToClass ( t ) . isAnnotationPresent ( TypeInfo . cla...
Returns the type information factory for a type using the factory registry or annotations .
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private static < OUT > TypeInfoFactory < ? super OUT > getClosestFactory ( ArrayList < Type > typeHierarchy , Type t ) { TypeInfoFactory factory = null ; while ( factory == null && isClassType ( t ) && ! ( typeToClass ( t ) . equals ( Object . class ) ) ) { typeHierarchy . add ( t ) ; factory = getTypeInfoFactory ( t )...
Traverses the type hierarchy up until a type information factory can be found .
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public static boolean isProperClass ( Class < ? > clazz ) { int mods = clazz . getModifiers ( ) ; return ! ( Modifier . isAbstract ( mods ) || Modifier . isInterface ( mods ) || Modifier . isNative ( mods ) ) ; }
Checks whether the class is a proper class i . e . not abstract or an interface and not a primitive type .
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private void tryDenseMode ( ) { if ( numSpillFiles != 0 ) { return ; } long minKey = Long . MAX_VALUE ; long maxKey = Long . MIN_VALUE ; long recordCount = 0 ; for ( LongHashPartition p : this . partitionsBeingBuilt ) { long partitionRecords = p . getBuildSideRecordCount ( ) ; recordCount += partitionRecords ; if ( par...
After build end try to use dense mode .
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public RocksDBRestoreResult restore ( ) throws IOException , StateMigrationException , RocksDBException { openDB ( ) ; for ( KeyedStateHandle keyedStateHandle : restoreStateHandles ) { if ( keyedStateHandle != null ) { if ( ! ( keyedStateHandle instanceof KeyGroupsStateHandle ) ) { throw new IllegalStateException ( "Un...
Restores all key - groups data that is referenced by the passed state handles .
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private void restoreKeyGroupsInStateHandle ( ) throws IOException , StateMigrationException , RocksDBException { try { currentStateHandleInStream = currentKeyGroupsStateHandle . openInputStream ( ) ; cancelStreamRegistry . registerCloseable ( currentStateHandleInStream ) ; currentStateHandleInView = new DataInputViewSt...
Restore one key groups state handle .
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public void runDetached ( JobGraph job ) throws JobExecutionException , InterruptedException { checkNotNull ( job , "job is null" ) ; final CompletableFuture < JobSubmissionResult > submissionFuture = submitJob ( job ) ; try { submissionFuture . get ( ) ; } catch ( ExecutionException e ) { throw new JobExecutionExcepti...
This method executes a job in detached mode . The method returns immediately after the job has been added to the
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public JobExecutionResult executeJobBlocking ( JobGraph job ) throws JobExecutionException , InterruptedException { checkNotNull ( job , "job is null" ) ; final CompletableFuture < JobSubmissionResult > submissionFuture = submitJob ( job ) ; final CompletableFuture < JobResult > jobResultFuture = submissionFuture . the...
This method runs a job in blocking mode . The method returns only after the job completed successfully or after it failed terminally .
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protected MetricRegistryImpl createMetricRegistry ( Configuration config ) { return new MetricRegistryImpl ( MetricRegistryConfiguration . fromConfiguration ( config ) , ReporterSetup . fromConfiguration ( config ) ) ; }
Factory method to create the metric registry for the mini cluster .
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protected RpcService createRpcService ( AkkaRpcServiceConfiguration akkaRpcServiceConfig , boolean remoteEnabled , String bindAddress ) { final Config akkaConfig ; if ( remoteEnabled ) { akkaConfig = AkkaUtils . getAkkaConfig ( akkaRpcServiceConfig . getConfiguration ( ) , bindAddress , 0 ) ; } else { akkaConfig = Akka...
Factory method to instantiate the RPC service .
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private boolean generateNodeHash ( StreamNode node , HashFunction hashFunction , Map < Integer , byte [ ] > hashes , boolean isChainingEnabled , StreamGraph streamGraph ) { String userSpecifiedHash = node . getTransformationUID ( ) ; if ( userSpecifiedHash == null ) { for ( StreamEdge inEdge : node . getInEdges ( ) ) {...
Generates a hash for the node and returns whether the operation was successful .
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private byte [ ] generateUserSpecifiedHash ( StreamNode node , Hasher hasher ) { hasher . putString ( node . getTransformationUID ( ) , Charset . forName ( "UTF-8" ) ) ; return hasher . hash ( ) . asBytes ( ) ; }
Generates a hash from a user - specified ID .
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private byte [ ] generateDeterministicHash ( StreamNode node , Hasher hasher , Map < Integer , byte [ ] > hashes , boolean isChainingEnabled , StreamGraph streamGraph ) { generateNodeLocalHash ( hasher , hashes . size ( ) ) ; for ( StreamEdge outEdge : node . getOutEdges ( ) ) { if ( isChainable ( outEdge , isChainingE...
Generates a deterministic hash from node - local properties and input and output edges .
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public static int murmurHash ( int code ) { code *= 0xcc9e2d51 ; code = Integer . rotateLeft ( code , 15 ) ; code *= 0x1b873593 ; code = Integer . rotateLeft ( code , 13 ) ; code = code * 5 + 0xe6546b64 ; code ^= 4 ; code = bitMix ( code ) ; if ( code >= 0 ) { return code ; } else if ( code != Integer . MIN_VALUE ) { r...
This function hashes an integer value .
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public static int roundUpToPowerOfTwo ( int x ) { x = x - 1 ; x |= x >> 1 ; x |= x >> 2 ; x |= x >> 4 ; x |= x >> 8 ; x |= x >> 16 ; return x + 1 ; }
Round the given number to the next power of two .
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public CompletableFuture < List < StackTraceElement [ ] > > requestStackTraceSample ( final StackTraceSampleableTask task , final int numSamples , final Time delayBetweenSamples , final int maxStackTraceDepth ) { checkNotNull ( task , "task must not be null" ) ; checkArgument ( numSamples > 0 , "numSamples must be posi...
Returns a future that completes with a given number of stack trace samples of a task thread .
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protected int require ( int required ) throws KryoException { if ( required > capacity ) { throw new KryoException ( "Buffer too small: capacity: " + capacity + ", " + "required: " + required ) ; } position = 0 ; int bytesRead = 0 ; int count ; while ( true ) { count = fill ( buffer , bytesRead , required - bytesRead )...
Require makes sure that at least required number of bytes are kept in the buffer . If not then it will load exactly the difference between required and currently available number of bytes . Thus it will only load the data which is required and never prefetch data .
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protected final void acknowledgeIDs ( long checkpointId , Set < UId > uniqueIds ) { LOG . debug ( "Acknowledging ids for checkpoint {}" , checkpointId ) ; Iterator < Tuple2 < Long , List < SessionId > > > iterator = sessionIdsPerSnapshot . iterator ( ) ; while ( iterator . hasNext ( ) ) { final Tuple2 < Long , List < S...
Acknowledges the session ids .
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public final String functionIdentifier ( ) { final String md5 = EncodingUtils . hex ( EncodingUtils . md5 ( EncodingUtils . encodeObjectToString ( this ) ) ) ; return getClass ( ) . getCanonicalName ( ) . replace ( '.' , '$' ) . concat ( "$" ) . concat ( md5 ) ; }
Returns a unique serialized representation for this function .
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public static JobID fromHexString ( String hexString ) { try { return new JobID ( StringUtils . hexStringToByte ( hexString ) ) ; } catch ( Exception e ) { throw new IllegalArgumentException ( "Cannot parse JobID from \"" + hexString + "\". The expected format is " + "[0-9a-fA-F]{32}, e.g. fd72014d4c864993a2e5a9287b4a9...
Parses a JobID from the given string .
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protected long initRankEnd ( BaseRow row ) throws Exception { if ( isConstantRankEnd ) { return rankEnd ; } else { Long rankEndValue = rankEndState . value ( ) ; long curRankEnd = rankEndFetcher . apply ( row ) ; if ( rankEndValue == null ) { rankEnd = curRankEnd ; rankEndState . update ( rankEnd ) ; return rankEnd ; }...
Initialize rank end .
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protected boolean checkSortKeyInBufferRange ( BaseRow sortKey , TopNBuffer buffer ) { Comparator < BaseRow > comparator = buffer . getSortKeyComparator ( ) ; Map . Entry < BaseRow , Collection < BaseRow > > worstEntry = buffer . lastEntry ( ) ; if ( worstEntry == null ) { return true ; } else { BaseRow worstKey = worst...
Checks whether the record should be put into the buffer .
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public void open ( RuntimeContext cepRuntimeContext , Configuration conf ) throws Exception { for ( State < T > state : getStates ( ) ) { for ( StateTransition < T > transition : state . getStateTransitions ( ) ) { IterativeCondition condition = transition . getCondition ( ) ; FunctionUtils . setFunctionRuntimeContext ...
Initialization method for the NFA . It is called before any element is passed and thus suitable for one time setup work .
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public void close ( ) throws Exception { for ( State < T > state : getStates ( ) ) { for ( StateTransition < T > transition : state . getStateTransitions ( ) ) { IterativeCondition condition = transition . getCondition ( ) ; FunctionUtils . closeFunction ( condition ) ; } } }
Tear - down method for the NFA .
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public Collection < Map < String , List < T > > > process ( final SharedBufferAccessor < T > sharedBufferAccessor , final NFAState nfaState , final T event , final long timestamp , final AfterMatchSkipStrategy afterMatchSkipStrategy , final TimerService timerService ) throws Exception { try ( EventWrapper eventWrapper ...
Processes the next input event . If some of the computations reach a final state then the resulting event sequences are returned . If computations time out and timeout handling is activated then the timed out event patterns are returned .
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private Map < String , List < EventId > > extractCurrentMatches ( final SharedBufferAccessor < T > sharedBufferAccessor , final ComputationState computationState ) throws Exception { if ( computationState . getPreviousBufferEntry ( ) == null ) { return new HashMap < > ( ) ; } List < Map < String , List < EventId > > > ...
Extracts all the sequences of events from the start to the given computation state . An event sequence is returned as a map which contains the events and the names of the states to which the events were mapped .
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@ SuppressWarnings ( "unchecked" ) public static < T > TypeInformation < T > convert ( String jsonSchema ) { Preconditions . checkNotNull ( jsonSchema , "JSON schema" ) ; final ObjectMapper mapper = new ObjectMapper ( ) ; mapper . getFactory ( ) . enable ( JsonParser . Feature . ALLOW_COMMENTS ) . enable ( JsonParser ....
Converts a JSON schema into Flink s type information . Throws an exception if the schema cannot converted because of loss of precision or too flexible schema .
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public Throwable getError ( ClassLoader userCodeClassloader ) { if ( this . throwable == null ) { return null ; } else { return this . throwable . deserializeError ( userCodeClassloader ) ; } }
Gets the attached exception which is in serialized form . Returns null if the status update is no failure with an associated exception .
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protected char [ ] getPasswordFromCredentialProviders ( String name ) throws IOException { char [ ] pass = null ; try { List < CredentialProvider > providers = CredentialProviderFactory . getProviders ( this ) ; if ( providers != null ) { for ( CredentialProvider provider : providers ) { try { CredentialEntry entry = p...
Try and resolve the provided element name as a credential provider alias .
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public DataSet < T > closeWith ( DataSet < T > iterationResult ) { return new BulkIterationResultSet < T > ( getExecutionEnvironment ( ) , getType ( ) , this , iterationResult ) ; }
Closes the iteration . This method defines the end of the iterative program part .
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public byte [ ] getBytes ( ) { byte [ ] bytes = new byte [ SIZE ] ; longToByteArray ( lowerPart , bytes , 0 ) ; longToByteArray ( upperPart , bytes , SIZE_OF_LONG ) ; return bytes ; }
Gets the bytes underlying this ID .
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public final String toHexString ( ) { if ( this . hexString == null ) { final byte [ ] ba = new byte [ SIZE ] ; longToByteArray ( this . lowerPart , ba , 0 ) ; longToByteArray ( this . upperPart , ba , SIZE_OF_LONG ) ; this . hexString = StringUtils . byteToHexString ( ba ) ; } return this . hexString ; }
Returns pure String representation of the ID in hexadecimal . This method should be used to construct things like paths etc . that require a stable representation and is therefore final .
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private static long byteArrayToLong ( byte [ ] ba , int offset ) { long l = 0 ; for ( int i = 0 ; i < SIZE_OF_LONG ; ++ i ) { l |= ( ba [ offset + SIZE_OF_LONG - 1 - i ] & 0xffL ) << ( i << 3 ) ; } return l ; }
Converts the given byte array to a long .
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private static void longToByteArray ( long l , byte [ ] ba , int offset ) { for ( int i = 0 ; i < SIZE_OF_LONG ; ++ i ) { final int shift = i << 3 ; ba [ offset + SIZE_OF_LONG - 1 - i ] = ( byte ) ( ( l & ( 0xffL << shift ) ) >>> shift ) ; } }
Converts a long to a byte array .
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public static int assign ( KafkaTopicPartition partition , int numParallelSubtasks ) { int startIndex = ( ( partition . getTopic ( ) . hashCode ( ) * 31 ) & 0x7FFFFFFF ) % numParallelSubtasks ; return ( startIndex + partition . getPartition ( ) ) % numParallelSubtasks ; }
Returns the index of the target subtask that a specific Kafka partition should be assigned to .
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public static < K , VV , EV , M > GatherSumApplyIteration < K , VV , EV , M > withEdges ( DataSet < Edge < K , EV > > edges , GatherFunction < VV , EV , M > gather , SumFunction < VV , EV , M > sum , ApplyFunction < K , VV , M > apply , int maximumNumberOfIterations ) { return new GatherSumApplyIteration < > ( gather ,...
Creates a new gather - sum - apply iteration operator for graphs .
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public int put ( BaseRow sortKey , BaseRow value ) { currentTopNum += 1 ; Collection < BaseRow > collection = treeMap . get ( sortKey ) ; if ( collection == null ) { collection = valueSupplier . get ( ) ; treeMap . put ( sortKey , collection ) ; } collection . add ( value ) ; return collection . size ( ) ; }
Appends a record into the buffer .
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void removeAll ( BaseRow sortKey ) { Collection < BaseRow > list = treeMap . get ( sortKey ) ; if ( list != null ) { currentTopNum -= list . size ( ) ; treeMap . remove ( sortKey ) ; } }
Removes all record list from the buffer under the sortKey .
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BaseRow removeLast ( ) { Map . Entry < BaseRow , Collection < BaseRow > > last = treeMap . lastEntry ( ) ; BaseRow lastElement = null ; if ( last != null ) { Collection < BaseRow > list = last . getValue ( ) ; lastElement = getLastElement ( list ) ; if ( lastElement != null ) { if ( list . remove ( lastElement ) ) { cu...
Removes the last record of the last Entry in the buffer .
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BaseRow getElement ( int rank ) { int curRank = 0 ; Iterator < Map . Entry < BaseRow , Collection < BaseRow > > > iter = treeMap . entrySet ( ) . iterator ( ) ; while ( iter . hasNext ( ) ) { Map . Entry < BaseRow , Collection < BaseRow > > entry = iter . next ( ) ; Collection < BaseRow > list = entry . getValue ( ) ; ...
Gets record which rank is given value .
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public < K > DataStream < T > partitionCustom ( Partitioner < K > partitioner , int field ) { Keys . ExpressionKeys < T > outExpressionKeys = new Keys . ExpressionKeys < > ( new int [ ] { field } , getType ( ) ) ; return partitionCustom ( partitioner , outExpressionKeys ) ; }
Partitions a tuple DataStream on the specified key fields using a custom partitioner . This method takes the key position to partition on and a partitioner that accepts the key type .
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public < K > DataStream < T > partitionCustom ( Partitioner < K > partitioner , KeySelector < T , K > keySelector ) { return setConnectionType ( new CustomPartitionerWrapper < > ( clean ( partitioner ) , clean ( keySelector ) ) ) ; }
Partitions a DataStream on the key returned by the selector using a custom partitioner . This method takes the key selector to get the key to partition on and a partitioner that accepts the key type .
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private < K > DataStream < T > partitionCustom ( Partitioner < K > partitioner , Keys < T > keys ) { KeySelector < T , K > keySelector = KeySelectorUtil . getSelectorForOneKey ( keys , partitioner , getType ( ) , getExecutionConfig ( ) ) ; return setConnectionType ( new CustomPartitionerWrapper < > ( clean ( partitione...
private helper method for custom partitioning
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public SingleOutputStreamOperator < T > assignTimestamps ( TimestampExtractor < T > extractor ) { int inputParallelism = getTransformation ( ) . getParallelism ( ) ; ExtractTimestampsOperator < T > operator = new ExtractTimestampsOperator < > ( clean ( extractor ) ) ; return transform ( "ExtractTimestamps" , getTransfo...
Extracts a timestamp from an element and assigns it as the internal timestamp of that element . The internal timestamps are for example used to to event - time window operations .
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public SingleOutputStreamOperator < T > assignTimestampsAndWatermarks ( AssignerWithPeriodicWatermarks < T > timestampAndWatermarkAssigner ) { final int inputParallelism = getTransformation ( ) . getParallelism ( ) ; final AssignerWithPeriodicWatermarks < T > cleanedAssigner = clean ( timestampAndWatermarkAssigner ) ; ...
Assigns timestamps to the elements in the data stream and periodically creates watermarks to signal event time progress .
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public SingleOutputStreamOperator < T > assignTimestampsAndWatermarks ( AssignerWithPunctuatedWatermarks < T > timestampAndWatermarkAssigner ) { final int inputParallelism = getTransformation ( ) . getParallelism ( ) ; final AssignerWithPunctuatedWatermarks < T > cleanedAssigner = clean ( timestampAndWatermarkAssigner ...
Assigns timestamps to the elements in the data stream and creates watermarks to signal event time progress based on the elements themselves .
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@ SuppressWarnings ( "unchecked" ) public < X extends Tuple > DataStreamSink < T > writeAsCsv ( String path , WriteMode writeMode , String rowDelimiter , String fieldDelimiter ) { Preconditions . checkArgument ( getType ( ) . isTupleType ( ) , "The writeAsCsv() method can only be used on data streams of tuples." ) ; Cs...
Writes a DataStream to the file specified by the path parameter . The writing is performed periodically every millis milliseconds .
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public DataStreamSink < T > writeUsingOutputFormat ( OutputFormat < T > format ) { return addSink ( new OutputFormatSinkFunction < > ( format ) ) ; }
Writes the dataStream into an output described by an OutputFormat .
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public < R > SingleOutputStreamOperator < R > transform ( String operatorName , TypeInformation < R > outTypeInfo , OneInputStreamOperator < T , R > operator ) { transformation . getOutputType ( ) ; OneInputTransformation < T , R > resultTransform = new OneInputTransformation < > ( this . transformation , operatorName ...
Method for passing user defined operators along with the type information that will transform the DataStream .
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protected DataStream < T > setConnectionType ( StreamPartitioner < T > partitioner ) { return new DataStream < > ( this . getExecutionEnvironment ( ) , new PartitionTransformation < > ( this . getTransformation ( ) , partitioner ) ) ; }
Internal function for setting the partitioner for the DataStream .
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public Event next ( int minIp , int maxIp ) { final double p = rnd . nextDouble ( ) ; if ( p * 1000 >= states . size ( ) ) { final int nextIP = rnd . nextInt ( maxIp - minIp ) + minIp ; if ( ! states . containsKey ( nextIP ) ) { EventTypeAndState eventAndState = State . Initial . randomTransition ( rnd ) ; states . put...
Creates a new random event . This method randomly pick either one of its currently running state machines or start a new state machine for a random IP address .
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private static long getSizeOfPhysicalMemoryForWindows ( ) { BufferedReader bi = null ; try { Process proc = Runtime . getRuntime ( ) . exec ( "wmic memorychip get capacity" ) ; bi = new BufferedReader ( new InputStreamReader ( proc . getInputStream ( ) ) ) ; String line = bi . readLine ( ) ; if ( line == null ) { retur...
Returns the size of the physical memory in bytes on Windows .
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public < R > MapOperator < T , R > map ( MapFunction < T , R > mapper ) { if ( mapper == null ) { throw new NullPointerException ( "Map function must not be null." ) ; } String callLocation = Utils . getCallLocationName ( ) ; TypeInformation < R > resultType = TypeExtractor . getMapReturnTypes ( mapper , getType ( ) , ...
Applies a Map transformation on this DataSet .
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public < R > MapPartitionOperator < T , R > mapPartition ( MapPartitionFunction < T , R > mapPartition ) { if ( mapPartition == null ) { throw new NullPointerException ( "MapPartition function must not be null." ) ; } String callLocation = Utils . getCallLocationName ( ) ; TypeInformation < R > resultType = TypeExtract...
Applies a Map - style operation to the entire partition of the data . The function is called once per parallel partition of the data and the entire partition is available through the given Iterator . The number of elements that each instance of the MapPartition function sees is non deterministic and depends on the para...
15,554
public List < T > collect ( ) throws Exception { final String id = new AbstractID ( ) . toString ( ) ; final TypeSerializer < T > serializer = getType ( ) . createSerializer ( getExecutionEnvironment ( ) . getConfig ( ) ) ; this . output ( new Utils . CollectHelper < > ( id , serializer ) ) . name ( "collect()" ) ; Job...
Convenience method to get the elements of a DataSet as a List . As DataSet can contain a lot of data this method should be used with caution .
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@ SuppressWarnings ( { "unchecked" , "rawtypes" } ) public ReduceOperator < T > minBy ( int ... fields ) { if ( ! getType ( ) . isTupleType ( ) ) { throw new InvalidProgramException ( "DataSet#minBy(int...) only works on Tuple types." ) ; } return new ReduceOperator < > ( this , new SelectByMinFunction ( ( TupleTypeInf...
Selects an element with minimum value .
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@ SuppressWarnings ( { "unchecked" , "rawtypes" } ) public ReduceOperator < T > maxBy ( int ... fields ) { if ( ! getType ( ) . isTupleType ( ) ) { throw new InvalidProgramException ( "DataSet#maxBy(int...) only works on Tuple types." ) ; } return new ReduceOperator < > ( this , new SelectByMaxFunction ( ( TupleTypeInf...
Selects an element with maximum value .
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public < R > CoGroupOperator . CoGroupOperatorSets < T , R > coGroup ( DataSet < R > other ) { return new CoGroupOperator . CoGroupOperatorSets < > ( this , other ) ; }
Initiates a CoGroup transformation .
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public UnionOperator < T > union ( DataSet < T > other ) { return new UnionOperator < > ( this , other , Utils . getCallLocationName ( ) ) ; }
Creates a union of this DataSet with an other DataSet . The other DataSet must be of the same data type .
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public PartitionOperator < T > partitionByHash ( int ... fields ) { return new PartitionOperator < > ( this , PartitionMethod . HASH , new Keys . ExpressionKeys < > ( fields , getType ( ) ) , Utils . getCallLocationName ( ) ) ; }
Hash - partitions a DataSet on the specified key fields .
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public < K extends Comparable < K > > PartitionOperator < T > partitionByHash ( KeySelector < T , K > keyExtractor ) { final TypeInformation < K > keyType = TypeExtractor . getKeySelectorTypes ( keyExtractor , getType ( ) ) ; return new PartitionOperator < > ( this , PartitionMethod . HASH , new Keys . SelectorFunction...
Partitions a DataSet using the specified KeySelector .
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public PartitionOperator < T > partitionByRange ( int ... fields ) { return new PartitionOperator < > ( this , PartitionMethod . RANGE , new Keys . ExpressionKeys < > ( fields , getType ( ) ) , Utils . getCallLocationName ( ) ) ; }
Range - partitions a DataSet on the specified key fields .
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public < K > PartitionOperator < T > partitionCustom ( Partitioner < K > partitioner , int field ) { return new PartitionOperator < > ( this , new Keys . ExpressionKeys < > ( new int [ ] { field } , getType ( ) ) , clean ( partitioner ) , Utils . getCallLocationName ( ) ) ; }
Partitions a tuple DataSet on the specified key fields using a custom partitioner . This method takes the key position to partition on and a partitioner that accepts the key type .
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public < K extends Comparable < K > > PartitionOperator < T > partitionCustom ( Partitioner < K > partitioner , KeySelector < T , K > keyExtractor ) { final TypeInformation < K > keyType = TypeExtractor . getKeySelectorTypes ( keyExtractor , getType ( ) ) ; return new PartitionOperator < > ( this , new Keys . SelectorF...
Partitions a DataSet on the key returned by the selector using a custom partitioner . This method takes the key selector to get the key to partition on and a partitioner that accepts the key type .
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public < K > SortPartitionOperator < T > sortPartition ( KeySelector < T , K > keyExtractor , Order order ) { final TypeInformation < K > keyType = TypeExtractor . getKeySelectorTypes ( keyExtractor , getType ( ) ) ; return new SortPartitionOperator < > ( this , new Keys . SelectorFunctionKeys < > ( clean ( keyExtracto...
Locally sorts the partitions of the DataSet on the extracted key in the specified order . The DataSet can be sorted on multiple values by returning a tuple from the KeySelector .
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public T getDefaultValue ( ) { if ( defaultValue != null ) { if ( serializer != null ) { return serializer . copy ( defaultValue ) ; } else { throw new IllegalStateException ( "Serializer not yet initialized." ) ; } } else { return null ; } }
Returns the default value .
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public void setQueryable ( String queryableStateName ) { Preconditions . checkArgument ( ttlConfig . getUpdateType ( ) == StateTtlConfig . UpdateType . Disabled , "Queryable state is currently not supported with TTL" ) ; if ( this . queryableStateName == null ) { this . queryableStateName = Preconditions . checkNotNull...
Sets the name for queries of state created from this descriptor .
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public void initializeSerializerUnlessSet ( ExecutionConfig executionConfig ) { if ( serializer == null ) { checkState ( typeInfo != null , "no serializer and no type info" ) ; serializer = typeInfo . createSerializer ( executionConfig ) ; typeInfo = null ; } }
Initializes the serializer unless it has been initialized before .
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public Row nextRecord ( Row row ) throws IOException { try { if ( ! hasNext ) { return null ; } for ( int pos = 0 ; pos < row . getArity ( ) ; pos ++ ) { row . setField ( pos , resultSet . getObject ( pos + 1 ) ) ; } hasNext = resultSet . next ( ) ; return row ; } catch ( SQLException se ) { throw new IOException ( "Co...
Stores the next resultSet row in a tuple .
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private CatalogTable validatePartitionSpec ( ObjectPath tablePath , CatalogPartitionSpec partitionSpec ) throws TableNotExistException , TableNotPartitionedException , PartitionSpecInvalidException { CatalogTable table = validatePartitionedTable ( tablePath ) ; List < String > partitionKeys = table . getPartitionKeys (...
Validate the partitioned table and partitionSpec .
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private CatalogTable validatePartitionedTable ( ObjectPath tablePath ) throws TableNotExistException , TableNotPartitionedException { CatalogBaseTable baseTable = getTable ( tablePath ) ; if ( ! ( baseTable instanceof CatalogTable ) ) { throw new CatalogException ( String . format ( "%s in Catalog %s is not a CatalogTa...
Validate the partitioned table .
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protected void increaseBuffersInBacklog ( BufferConsumer buffer ) { assert Thread . holdsLock ( buffers ) ; if ( buffer != null && buffer . isBuffer ( ) ) { buffersInBacklog ++ ; } }
Increases the number of non - event buffers by one after adding a non - event buffer into this subpartition .
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void lookupSelectHints ( SqlSelect select , SqlParserPos pos , Collection < SqlMoniker > hintList ) { IdInfo info = idPositions . get ( pos . toString ( ) ) ; if ( ( info == null ) || ( info . scope == null ) ) { SqlNode fromNode = select . getFrom ( ) ; final SqlValidatorScope fromScope = getFromScope ( select ) ; loo...
Looks up completion hints for a syntactically correct select SQL that has been parsed into an expression tree .
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public final void lookupNameCompletionHints ( SqlValidatorScope scope , List < String > names , SqlParserPos pos , Collection < SqlMoniker > hintList ) { List < String > subNames = Util . skipLast ( names ) ; if ( subNames . size ( ) > 0 ) { SqlValidatorNamespace ns = null ; for ( String name : subNames ) { if ( ns == ...
Populates a list of all the valid alternatives for an identifier .
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protected void validateNamespace ( final SqlValidatorNamespace namespace , RelDataType targetRowType ) { namespace . validate ( targetRowType ) ; if ( namespace . getNode ( ) != null ) { setValidatedNodeType ( namespace . getNode ( ) , namespace . getType ( ) ) ; } }
Validates a namespace .
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protected SqlSelect createSourceSelectForUpdate ( SqlUpdate call ) { final SqlNodeList selectList = new SqlNodeList ( SqlParserPos . ZERO ) ; selectList . add ( SqlIdentifier . star ( SqlParserPos . ZERO ) ) ; int ordinal = 0 ; for ( SqlNode exp : call . getSourceExpressionList ( ) ) { String alias = SqlUtil . deriveAl...
Creates the SELECT statement that putatively feeds rows into an UPDATE statement to be updated .
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protected SqlSelect createSourceSelectForDelete ( SqlDelete call ) { final SqlNodeList selectList = new SqlNodeList ( SqlParserPos . ZERO ) ; selectList . add ( SqlIdentifier . star ( SqlParserPos . ZERO ) ) ; SqlNode sourceTable = call . getTargetTable ( ) ; if ( call . getAlias ( ) != null ) { sourceTable = SqlValida...
Creates the SELECT statement that putatively feeds rows into a DELETE statement to be deleted .
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RelDataType getTableConstructorRowType ( SqlCall values , SqlValidatorScope scope ) { final List < SqlNode > rows = values . getOperandList ( ) ; assert rows . size ( ) >= 1 ; final List < RelDataType > rowTypes = new ArrayList < > ( ) ; for ( final SqlNode row : rows ) { assert row . getKind ( ) == SqlKind . ROW ; Sql...
Returns null if there is no common type . E . g . if the rows have a different number of columns .
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RelDataType deriveTypeImpl ( SqlValidatorScope scope , SqlNode operand ) { DeriveTypeVisitor v = new DeriveTypeVisitor ( scope ) ; final RelDataType type = operand . accept ( v ) ; return Objects . requireNonNull ( scope . nullifyType ( operand , type ) ) ; }
Derives the type of a node never null .
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protected void addToSelectList ( List < SqlNode > list , Set < String > aliases , List < Map . Entry < String , RelDataType > > fieldList , SqlNode exp , SqlValidatorScope scope , final boolean includeSystemVars ) { String alias = SqlValidatorUtil . getAlias ( exp , - 1 ) ; String uniqueAlias = SqlValidatorUtil . uniqu...
Adds an expression to a select list ensuring that its alias does not clash with any existing expressions on the list .
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protected void registerNamespace ( SqlValidatorScope usingScope , String alias , SqlValidatorNamespace ns , boolean forceNullable ) { namespaces . put ( ns . getNode ( ) , ns ) ; if ( usingScope != null ) { usingScope . addChild ( ns , alias , forceNullable ) ; } }
Registers a new namespace and adds it as a child of its parent scope . Derived class can override this method to tinker with namespaces as they are created .
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private SqlNode getAgg ( SqlSelect select ) { final SelectScope selectScope = getRawSelectScope ( select ) ; if ( selectScope != null ) { final List < SqlNode > selectList = selectScope . getExpandedSelectList ( ) ; if ( selectList != null ) { return aggFinder . findAgg ( selectList ) ; } } return aggFinder . findAgg (...
If there is at least one call to an aggregate function returns the first .
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private void registerOperandSubQueries ( SqlValidatorScope parentScope , SqlCall call , int operandOrdinal ) { SqlNode operand = call . operand ( operandOrdinal ) ; if ( operand == null ) { return ; } if ( operand . getKind ( ) . belongsTo ( SqlKind . QUERY ) && call . getOperator ( ) . argumentMustBeScalar ( operandOr...
Registers any sub - queries inside a given call operand and converts the operand to a scalar sub - query if the operator requires it .
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private void validateNoAggs ( AggFinder aggFinder , SqlNode node , String clause ) { final SqlCall agg = aggFinder . findAgg ( node ) ; if ( agg == null ) { return ; } final SqlOperator op = agg . getOperator ( ) ; if ( op == SqlStdOperatorTable . OVER ) { throw newValidationError ( agg , RESOURCE . windowedAggregateIl...
Throws an error if there is an aggregate or windowed aggregate in the given clause .
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protected void validateSelect ( SqlSelect select , RelDataType targetRowType ) { assert targetRowType != null ; final SelectNamespace ns = getNamespace ( select ) . unwrap ( SelectNamespace . class ) ; assert ns . rowType == null ; if ( select . isDistinct ( ) ) { validateFeature ( RESOURCE . sQLFeature_E051_01 ( ) , s...
Validates a SELECT statement .
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private boolean isRolledUpColumnAllowedInAgg ( SqlIdentifier identifier , SqlValidatorScope scope , SqlCall aggCall , SqlNode parent ) { Pair < String , String > pair = findTableColumnPair ( identifier , scope ) ; if ( pair == null ) { return true ; } String tableAlias = pair . left ; String columnName = pair . right ;...
Returns true iff the given column is valid inside the given aggCall .
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private boolean isRolledUpColumn ( SqlIdentifier identifier , SqlValidatorScope scope ) { Pair < String , String > pair = findTableColumnPair ( identifier , scope ) ; if ( pair == null ) { return false ; } String tableAlias = pair . left ; String columnName = pair . right ; Table table = findTable ( tableAlias ) ; if (...
Returns true iff the given column is actually rolled up .
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private void validateModality ( SqlNode query ) { final SqlModality modality = deduceModality ( query ) ; if ( query instanceof SqlSelect ) { final SqlSelect select = ( SqlSelect ) query ; validateModality ( select , modality , true ) ; } else if ( query . getKind ( ) == SqlKind . VALUES ) { switch ( modality ) { case ...
Validates that a query can deliver the modality it promises . Only called on the top - most SELECT or set operator in the tree .
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private SqlModality deduceModality ( SqlNode query ) { if ( query instanceof SqlSelect ) { SqlSelect select = ( SqlSelect ) query ; return select . getModifierNode ( SqlSelectKeyword . STREAM ) != null ? SqlModality . STREAM : SqlModality . RELATION ; } else if ( query . getKind ( ) == SqlKind . VALUES ) { return SqlMo...
Return the intended modality of a SELECT or set - op .
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private boolean hasSortedPrefix ( SelectScope scope , SqlNodeList orderList ) { return isSortCompatible ( scope , orderList . get ( 0 ) , false ) ; }
Returns whether the prefix is sorted .
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protected void validateOrderList ( SqlSelect select ) { SqlNodeList orderList = select . getOrderList ( ) ; if ( orderList == null ) { return ; } if ( ! shouldAllowIntermediateOrderBy ( ) ) { if ( ! cursorSet . contains ( select ) ) { throw newValidationError ( select , RESOURCE . invalidOrderByPos ( ) ) ; } } final Sq...
Validates the ORDER BY clause of a SELECT statement .
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private void validateGroupByItem ( SqlSelect select , SqlNode groupByItem ) { final SqlValidatorScope groupByScope = getGroupScope ( select ) ; groupByScope . validateExpr ( groupByItem ) ; }
Validates an item in the GROUP BY clause of a SELECT statement .
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private void validateOrderItem ( SqlSelect select , SqlNode orderItem ) { switch ( orderItem . getKind ( ) ) { case DESCENDING : validateFeature ( RESOURCE . sQLConformance_OrderByDesc ( ) , orderItem . getParserPosition ( ) ) ; validateOrderItem ( select , ( ( SqlCall ) orderItem ) . operand ( 0 ) ) ; return ; } final...
Validates an item in the ORDER BY clause of a SELECT statement .
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protected void validateGroupClause ( SqlSelect select ) { SqlNodeList groupList = select . getGroup ( ) ; if ( groupList == null ) { return ; } final String clause = "GROUP BY" ; validateNoAggs ( aggOrOverFinder , groupList , clause ) ; final SqlValidatorScope groupScope = getGroupScope ( select ) ; inferUnknownTypes (...
Validates the GROUP BY clause of a SELECT statement . This method is called even if no GROUP BY clause is present .
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private void handleScalarSubQuery ( SqlSelect parentSelect , SqlSelect selectItem , List < SqlNode > expandedSelectItems , Set < String > aliasList , List < Map . Entry < String , RelDataType > > fieldList ) { if ( 1 != selectItem . getSelectList ( ) . size ( ) ) { throw newValidationError ( selectItem , RESOURCE . onl...
Processes SubQuery found in Select list . Checks that is actually Scalar sub - query and makes proper entries in each of the 3 lists used to create the final rowType entry .
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protected RelDataType createTargetRowType ( SqlValidatorTable table , SqlNodeList targetColumnList , boolean append ) { RelDataType baseRowType = table . getRowType ( ) ; if ( targetColumnList == null ) { return baseRowType ; } List < RelDataTypeField > targetFields = baseRowType . getFieldList ( ) ; final List < Map ....
Derives a row - type for INSERT and UPDATE operations .
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private void checkConstraint ( SqlValidatorTable validatorTable , SqlNode source , RelDataType targetRowType ) { final ModifiableViewTable modifiableViewTable = validatorTable . unwrap ( ModifiableViewTable . class ) ; if ( modifiableViewTable != null && source instanceof SqlCall ) { final Table table = modifiableViewT...
Validates insert values against the constraint of a modifiable view .
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private void checkConstraint ( SqlValidatorTable validatorTable , SqlUpdate update , RelDataType targetRowType ) { final ModifiableViewTable modifiableViewTable = validatorTable . unwrap ( ModifiableViewTable . class ) ; if ( modifiableViewTable != null ) { final Table table = modifiableViewTable . unwrap ( Table . cla...
Validates updates against the constraint of a modifiable view .
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private SqlNode getNthExpr ( SqlNode query , int ordinal , int sourceCount ) { if ( query instanceof SqlInsert ) { SqlInsert insert = ( SqlInsert ) query ; if ( insert . getTargetColumnList ( ) != null ) { return insert . getTargetColumnList ( ) . get ( ordinal ) ; } else { return getNthExpr ( insert . getSource ( ) , ...
Locates the n th expression in an INSERT or UPDATE query .
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private void validateAccess ( SqlNode node , SqlValidatorTable table , SqlAccessEnum requiredAccess ) { if ( table != null ) { SqlAccessType access = table . getAllowedAccess ( ) ; if ( ! access . allowsAccess ( requiredAccess ) ) { throw newValidationError ( node , RESOURCE . accessNotAllowed ( requiredAccess . name (...
Validates access to a table .