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private void populateComparableKeyRecord ( GenericRecord source , GenericRecord target ) { for ( Field field : target . getSchema ( ) . getFields ( ) ) { if ( field . schema ( ) . getType ( ) == Schema . Type . UNION ) { Object fieldData = source . get ( field . name ( ) ) ; Schema actualFieldSchema = GenericData . get...
Populate the target record based on the field values in the source record . Target record s schema should be a subset of source record s schema . Target record s schema cannot have MAP ARRAY or ENUM fields or UNION fields that contain these fields .
118,901
private JsonElement convertValue ( String value , JsonObject dataType ) { if ( dataType == null || ! dataType . has ( TYPE ) ) { return new JsonPrimitive ( value ) ; } String type = dataType . get ( TYPE ) . getAsString ( ) . toUpperCase ( ) ; ValueType valueType = ValueType . valueOf ( type ) ; return valueType . conv...
Convert string value to the expected type
118,902
private void addPropsForPublisher ( QueryBasedHiveConversionEntity hiveConversionEntity ) { if ( ! hiveConversionEntity . getPartition ( ) . isPresent ( ) ) { return ; } ConvertibleHiveDataset convertibleHiveDataset = hiveConversionEntity . getConvertibleHiveDataset ( ) ; for ( String format : convertibleHiveDataset . ...
Method to add properties needed by publisher to preserve partition params
118,903
public void publishData ( Collection < ? extends WorkUnitState > states ) throws IOException { for ( WorkUnitState state : states ) { if ( state . getWorkingState ( ) == WorkUnitState . WorkingState . SUCCESSFUL ) { state . setWorkingState ( WorkUnitState . WorkingState . COMMITTED ) ; log . info ( "Marking state commi...
Publish the data for the given tasks .
118,904
public void setFullTrue ( long extractFullRunTime ) { setProp ( ConfigurationKeys . EXTRACT_IS_FULL_KEY , true ) ; setProp ( ConfigurationKeys . EXTRACT_FULL_RUN_TIME_KEY , extractFullRunTime ) ; }
Set full drop date from the given time .
118,905
public void setPrimaryKeys ( String ... primaryKeyFieldName ) { setProp ( ConfigurationKeys . EXTRACT_PRIMARY_KEY_FIELDS_KEY , Joiner . on ( "," ) . join ( primaryKeyFieldName ) ) ; }
Set primary keys .
118,906
public void addPrimaryKey ( String ... primaryKeyFieldName ) { StringBuilder sb = new StringBuilder ( getProp ( ConfigurationKeys . EXTRACT_PRIMARY_KEY_FIELDS_KEY , "" ) ) ; Joiner . on ( "," ) . appendTo ( sb , primaryKeyFieldName ) ; setProp ( ConfigurationKeys . EXTRACT_PRIMARY_KEY_FIELDS_KEY , sb . toString ( ) ) ;...
Add more primary keys to the existing set of primary keys .
118,907
public void setDeltaFields ( String ... deltaFieldName ) { setProp ( ConfigurationKeys . EXTRACT_DELTA_FIELDS_KEY , Joiner . on ( "," ) . join ( deltaFieldName ) ) ; }
Set delta fields .
118,908
public void addDeltaField ( String ... deltaFieldName ) { StringBuilder sb = new StringBuilder ( getProp ( ConfigurationKeys . EXTRACT_DELTA_FIELDS_KEY , "" ) ) ; Joiner . on ( "," ) . appendTo ( sb , deltaFieldName ) ; setProp ( ConfigurationKeys . EXTRACT_DELTA_FIELDS_KEY , sb . toString ( ) ) ; }
Add more delta fields to the existing set of delta fields .
118,909
public boolean connect ( ) throws RestApiConnectionException { if ( this . autoEstablishAuthToken ) { if ( this . authTokenTimeout <= 0 ) { return false ; } else if ( ( System . currentTimeMillis ( ) - this . createdAt ) > this . authTokenTimeout ) { return false ; } } HttpEntity httpEntity = null ; try { httpEntity = ...
get http connection
118,910
public CommandOutput < ? , ? > getResponse ( List < Command > cmds ) throws RestApiProcessingException { String url = cmds . get ( 0 ) . getParams ( ) . get ( 0 ) ; log . info ( "URL: " + url ) ; String jsonStr = null ; HttpRequestBase httpRequest = new HttpGet ( url ) ; addHeaders ( httpRequest ) ; HttpEntity httpEnti...
get http response in json format using url
118,911
private static String getFirstErrorMessage ( String defaultMessage , JsonElement json ) { if ( json == null ) { return defaultMessage ; } JsonObject jsonObject = null ; if ( ! json . isJsonArray ( ) ) { jsonObject = json . getAsJsonObject ( ) ; } else { JsonArray jsonArray = json . getAsJsonArray ( ) ; if ( jsonArray ....
get error message while executing http url
118,912
public List < HivePartitionDataset > findDatasets ( ) throws IOException { List < HivePartitionDataset > list = new ArrayList < > ( ) ; for ( HivePartitionDataset hivePartitionDataset : super . findDatasets ( ) ) { CleanableHivePartitionDataset dataset = new CleanableHivePartitionDataset ( hivePartitionDataset , this ....
Will find all datasets according to whitelist except the backup and staging tables .
118,913
public static Config getConfig ( ConfigClient client , URI u , Optional < Config > runtimeConfig ) { try { return client . getConfig ( u , runtimeConfig ) ; } catch ( ConfigStoreFactoryDoesNotExistsException | ConfigStoreCreationException e ) { throw new Error ( e ) ; } }
Wrapper to convert Checked Exception to Unchecked Exception Easy to use in lambda expressions
118,914
public static List < KafkaTopic > getTopicsFromConfigStore ( Properties properties , String configStoreUri , GobblinKafkaConsumerClient kafkaConsumerClient ) { ConfigClient configClient = ConfigClient . createConfigClient ( VersionStabilityPolicy . WEAK_LOCAL_STABILITY ) ; State state = new State ( ) ; state . setProp ...
Get topics from config store . Topics will either be whitelisted or blacklisted using tag . After filtering out topics via tag their config property is checked . For each shortlisted topic config must contain either property topic . blacklist or topic . whitelist
118,915
public Path getAuditFilePath ( ) { StringBuilder auditFileNameBuilder = new StringBuilder ( ) ; auditFileNameBuilder . append ( "P=" ) . append ( auditMetadata . getPhase ( ) ) . append ( FILE_NAME_DELIMITTER ) . append ( "C=" ) . append ( auditMetadata . getCluster ( ) ) . append ( FILE_NAME_DELIMITTER ) . append ( "E...
Returns the complete path of the audit file . Generate the audit file path with format
118,916
public void createTrashSnapshot ( ) throws IOException { FileStatus [ ] pathsInTrash = this . fs . listStatus ( this . trashLocation , TRASH_NOT_SNAPSHOT_PATH_FILTER ) ; if ( pathsInTrash . length <= 0 ) { LOG . info ( "Nothing in trash. Will not create snapshot." ) ; return ; } Path snapshotDir = new Path ( this . tra...
Moves all current contents of trash directory into a snapshot directory with current timestamp .
118,917
private boolean safeFsMkdir ( FileSystem fs , Path f , FsPermission permission ) throws IOException { try { return fs . mkdirs ( f , permission ) ; } catch ( IOException e ) { if ( ! fs . exists ( f ) ) { throw new IOException ( "Failed to create trash folder while it is still not existed yet." ) ; } else { LOG . debug...
Safe creation of trash folder to ensure thread - safe .
118,918
public void push ( String name , String value , long timestamp ) throws IOException { graphiteSender . send ( name , value , timestamp ) ; }
Pushes a single metrics through the Graphite protocol to the underlying backend
118,919
private void handleLeadershipChange ( NotificationContext changeContext ) { if ( this . helixManager . isPresent ( ) && this . helixManager . get ( ) . isLeader ( ) ) { LOGGER . info ( "Leader notification for {} HM.isLeader {}" , this . helixManager . get ( ) . getInstanceName ( ) , this . helixManager . get ( ) . isL...
Handle leadership change .
118,920
public static String newJobId ( String jobName ) { return Id . Job . create ( jobName , System . currentTimeMillis ( ) ) . toString ( ) ; }
Create a new job ID .
118,921
public static String newTaskId ( String jobId , int sequence ) { return Id . Task . create ( Id . parse ( jobId ) . get ( Id . Parts . INSTANCE_NAME ) , sequence ) . toString ( ) ; }
Create a new task ID for the job with the given job ID .
118,922
public static void cleanJobStagingData ( State state , Logger logger ) throws IOException { Preconditions . checkArgument ( state . contains ( ConfigurationKeys . WRITER_STAGING_DIR ) , "Missing required property " + ConfigurationKeys . WRITER_STAGING_DIR ) ; Preconditions . checkArgument ( state . contains ( Configura...
Cleanup staging data of all tasks of a job .
118,923
public static void cleanTaskStagingData ( State state , Logger logger ) throws IOException { int numBranches = state . getPropAsInt ( ConfigurationKeys . FORK_BRANCHES_KEY , 1 ) ; for ( int branchId = 0 ; branchId < numBranches ; branchId ++ ) { String writerFsUri = state . getProp ( ForkOperatorUtils . getPropertyName...
Cleanup staging data of a Gobblin task .
118,924
public static void setEvolutionMetadata ( State state , List < String > evolutionDDLs ) { state . setProp ( EventConstants . SCHEMA_EVOLUTION_DDLS_NUM , evolutionDDLs == null ? 0 : evolutionDDLs . size ( ) ) ; }
Set number of schema evolution DDLs as Sla event metadata
118,925
public static void setIsFirstPublishMetadata ( WorkUnitState wus ) { if ( ! Boolean . valueOf ( wus . getPropAsBoolean ( IS_WATERMARK_WORKUNIT_KEY ) ) ) { LongWatermark previousWatermark = wus . getWorkunit ( ) . getLowWatermark ( LongWatermark . class ) ; wus . setProp ( SlaEventKeys . IS_FIRST_PUBLISH , ( null == pre...
Sets metadata to indicate whether this is the first time this table or partition is being published .
118,926
public void configure ( Map < String , ? > configs , boolean isKey ) { Preconditions . checkArgument ( isKey == false , "LiAvroDeserializer only works for value fields" ) ; _datumReader = new GenericDatumReader < > ( ) ; Properties props = new Properties ( ) ; for ( Map . Entry < String , ? > entry : configs . entrySet...
Configure this class .
118,927
public Optional < List < CopyRoute > > getPushRoutes ( ReplicationConfiguration rc , EndPoint copyFrom ) { if ( rc . getCopyMode ( ) == ReplicationCopyMode . PULL ) return Optional . absent ( ) ; DataFlowTopology topology = rc . getDataFlowToplogy ( ) ; List < DataFlowTopology . DataFlowPath > paths = topology . getDat...
for push mode there is no optimization
118,928
private static String normalizeClusterUrl ( String clusterIdentifier ) { try { URI uri = new URI ( clusterIdentifier . trim ( ) ) ; if ( ! uri . isOpaque ( ) && null != uri . getHost ( ) ) { clusterIdentifier = uri . getHost ( ) ; } else { clusterIdentifier = uri . toString ( ) . replaceAll ( "[/:]" , " " ) . trim ( ) ...
Strip out the port number if it is a valid URI
118,929
public FlowConfig get ( ComplexResourceKey < FlowId , EmptyRecord > key ) { String flowGroup = key . getKey ( ) . getFlowGroup ( ) ; String flowName = key . getKey ( ) . getFlowName ( ) ; FlowId flowId = new FlowId ( ) . setFlowGroup ( flowGroup ) . setFlowName ( flowName ) ; return this . flowConfigsResourceHandler . ...
Retrieve the flow configuration with the given key
118,930
public CreateResponse create ( FlowConfig flowConfig ) { List < ServiceRequester > requestorList = this . requesterService . findRequesters ( this ) ; try { String serialized = this . requesterService . serialize ( requestorList ) ; flowConfig . getProperties ( ) . put ( RequesterService . REQUESTER_LIST , serialized )...
Create a flow configuration that the service will forward to execution instances for execution
118,931
public UpdateResponse update ( ComplexResourceKey < FlowId , EmptyRecord > key , FlowConfig flowConfig ) { String flowGroup = key . getKey ( ) . getFlowGroup ( ) ; String flowName = key . getKey ( ) . getFlowName ( ) ; FlowId flowId = new FlowId ( ) . setFlowGroup ( flowGroup ) . setFlowName ( flowName ) ; return this ...
Update the flow configuration with the specified key . Running flows are not affected . An error is raised if the flow configuration does not exist .
118,932
public UpdateResponse delete ( ComplexResourceKey < FlowId , EmptyRecord > key ) { String flowGroup = key . getKey ( ) . getFlowGroup ( ) ; String flowName = key . getKey ( ) . getFlowName ( ) ; FlowId flowId = new FlowId ( ) . setFlowGroup ( flowGroup ) . setFlowName ( flowName ) ; return this . flowConfigsResourceHan...
Delete a configured flow . Running flows are not affected . The schedule will be removed for scheduled flows .
118,933
private void initializeAppLauncherAndServices ( ) throws Exception { Properties properties = ConfigUtils . configToProperties ( this . config ) ; if ( ! properties . contains ( ServiceBasedAppLauncher . APP_STOP_TIME_SECONDS ) ) { properties . setProperty ( ServiceBasedAppLauncher . APP_STOP_TIME_SECONDS , Long . toStr...
Create the service based application launcher and other associated services
118,934
private void stopAppLauncherAndServices ( ) { try { this . applicationLauncher . stop ( ) ; } catch ( ApplicationException ae ) { LOGGER . error ( "Error while stopping Gobblin Cluster application launcher" , ae ) ; } if ( this . jobCatalog instanceof Service ) { ( ( Service ) this . jobCatalog ) . stopAsync ( ) . awai...
Stop the application launcher then any services that were started outside of the application launcher
118,935
public synchronized void start ( ) { LOGGER . info ( "Starting the Gobblin Cluster Manager" ) ; this . eventBus . register ( this ) ; this . multiManager . connect ( ) ; configureHelixQuotaBasedTaskScheduling ( ) ; if ( this . isStandaloneMode ) { this . idleProcessThread = new Thread ( new Runnable ( ) { public void r...
Start the Gobblin Cluster Manager .
118,936
public synchronized void stop ( ) { if ( this . stopStatus . isStopInProgress ( ) ) { return ; } this . stopStatus . setStopInprogress ( true ) ; LOGGER . info ( "Stopping the Gobblin Cluster Manager" ) ; if ( this . idleProcessThread != null ) { try { this . idleProcessThread . join ( ) ; } catch ( InterruptedExceptio...
Stop the Gobblin Cluster Manager .
118,937
public synchronized MD5Digest register ( Schema schema , PostMethod post ) throws SchemaRegistryException { if ( this . namespaceOverride . isPresent ( ) ) { schema = AvroUtils . switchNamespace ( schema , this . namespaceOverride . get ( ) ) ; } LOG . info ( "Registering schema " + schema . toString ( ) ) ; post . add...
Register a schema to the Kafka schema registry
118,938
public void createFlowConfig ( FlowConfig flowConfig ) throws RemoteInvocationException { LOG . debug ( "createFlowConfig with groupName " + flowConfig . getId ( ) . getFlowGroup ( ) + " flowName " + flowConfig . getId ( ) . getFlowName ( ) ) ; CreateIdRequest < ComplexResourceKey < FlowId , EmptyRecord > , FlowConfig ...
Create a flow configuration
118,939
public void updateFlowConfig ( FlowConfig flowConfig ) throws RemoteInvocationException { LOG . debug ( "updateFlowConfig with groupName " + flowConfig . getId ( ) . getFlowGroup ( ) + " flowName " + flowConfig . getId ( ) . getFlowName ( ) ) ; FlowId flowId = new FlowId ( ) . setFlowGroup ( flowConfig . getId ( ) . ge...
Update a flow configuration
118,940
public FlowConfig getFlowConfig ( FlowId flowId ) throws RemoteInvocationException { LOG . debug ( "getFlowConfig with groupName " + flowId . getFlowGroup ( ) + " flowName " + flowId . getFlowName ( ) ) ; GetRequest < FlowConfig > getRequest = _flowconfigsRequestBuilders . get ( ) . id ( new ComplexResourceKey < > ( fl...
Get a flow configuration
118,941
private boolean checkFileLevelRelativeToRoot ( Path filePath , int depth ) { if ( filePath == null ) { return false ; } Path path = filePath ; for ( int i = 0 ; i < depth - 1 ; i ++ ) { path = path . getParent ( ) ; } if ( ! path . getName ( ) . equals ( folderName ) ) { return false ; } return true ; }
Helper to check if a file has proper hierarchy .
118,942
private Config getNodeConfigWithOverrides ( Config nodeConfig , Path nodeFilePath ) { String nodeId = nodeFilePath . getParent ( ) . getName ( ) ; return nodeConfig . withValue ( FlowGraphConfigurationKeys . DATA_NODE_ID_KEY , ConfigValueFactory . fromAnyRef ( nodeId ) ) ; }
Helper that overrides the data . node . id property with name derived from the node file path
118,943
private Config getEdgeConfigWithOverrides ( Config edgeConfig , Path edgeFilePath ) { String source = edgeFilePath . getParent ( ) . getParent ( ) . getName ( ) ; String destination = edgeFilePath . getParent ( ) . getName ( ) ; String edgeName = Files . getNameWithoutExtension ( edgeFilePath . getName ( ) ) ; return e...
Helper that overrides the flow edge properties with name derived from the edge file path
118,944
private Config loadNodeFileWithOverrides ( Path filePath ) throws IOException { Config nodeConfig = this . pullFileLoader . loadPullFile ( filePath , emptyConfig , false ) ; return getNodeConfigWithOverrides ( nodeConfig , filePath ) ; }
Load the node file .
118,945
private Config loadEdgeFileWithOverrides ( Path filePath ) throws IOException { Config edgeConfig = this . pullFileLoader . loadPullFile ( filePath , emptyConfig , false ) ; return getEdgeConfigWithOverrides ( edgeConfig , filePath ) ; }
Load the edge file .
118,946
private String getEdgeId ( String source , String destination , String edgeName ) { return Joiner . on ( FLOW_EDGE_LABEL_JOINER_CHAR ) . join ( source , destination , edgeName ) ; }
Get an edge label from the edge properties
118,947
protected void initializeBatch ( String databaseName , String table ) throws SQLException { this . insertStmtPrefix = createInsertStatementStr ( databaseName , table ) ; this . insertPstmtForFixedBatch = this . conn . prepareStatement ( createPrepareStatementStr ( this . batchSize ) ) ; LOG . info ( String . format ( "...
Initializes variables for batch insert and pre - compute PreparedStatement based on requested batch size and parameter size .
118,948
protected String createInsertStatementStr ( String databaseName , String table ) { return String . format ( INSERT_STATEMENT_PREFIX_FORMAT , databaseName , table , JOINER_ON_COMMA . join ( this . columnNames ) ) ; }
Populates the placeholders and constructs the prefix of batch insert statement
118,949
public Config loadPullFile ( Path path , Config sysProps , boolean loadGlobalProperties ) throws IOException { Config fallback = loadGlobalProperties ? loadAncestorGlobalConfigs ( path , sysProps ) : sysProps ; if ( this . javaPropsPullFileFilter . accept ( path ) ) { return loadJavaPropsWithFallback ( path , fallback ...
Load a single pull file .
118,950
public CloseableHttpResponse waitForResponse ( ListenableFuture < CloseableHttpResponse > responseFuture ) { try { return responseFuture . get ( ) ; } catch ( InterruptedException | ExecutionException e ) { throw new RuntimeException ( e ) ; } }
Default implementation is to use HttpClients socket timeout which is waiting based on elapsed time between last packet sent from client till receive it from server .
118,951
public List < String > getcurrentFsSnapshot ( State state ) { List < String > results = new ArrayList < > ( ) ; String folderId = state . getProp ( SOURCE_FILEBASED_DATA_DIRECTORY , "" ) ; try { LOG . info ( "Running ls with folderId: " + folderId ) ; List < String > fileIds = this . fsHelper . ls ( folderId ) ; for ( ...
Provide list of files snapshot where snap shot is consist of list of file ID with modified time . Folder ID and file ID are all optional where missing folder id represent search from root folder where missing file ID represents all files will be included on current and subfolder .
118,952
public void onSuccess ( final WriteResponse response ) { for ( final Thunk thunk : this . thunks ) { thunk . callback . onSuccess ( new WriteResponse ( ) { public Object getRawResponse ( ) { return response . getRawResponse ( ) ; } public String getStringResponse ( ) { return response . getStringResponse ( ) ; } public...
After batch is sent and get acknowledged successfully this method will be invoked
118,953
public void onFailure ( Throwable throwable ) { for ( Thunk thunk : this . thunks ) { thunk . callback . onFailure ( throwable ) ; } }
When batch is sent with an error return this method will be invoked
118,954
public void close ( ) { closed = true ; while ( appendsInProgress . get ( ) > 0 ) { LOG . info ( "Append is still going on, wait for a while" ) ; try { Thread . sleep ( 100 ) ; } catch ( InterruptedException e ) { LOG . error ( "close is interrupted while appending data is in progress" ) ; } } this . closeComplete . co...
When close is invoked all new coming records will be rejected Add a busy loop here to ensure all the ongoing appends are completed
118,955
private void copyDependencyJarsToHdfs ( ) throws IOException { if ( ! this . state . contains ( ConfigurationKeys . JOB_JAR_FILES_KEY ) ) { return ; } LocalFileSystem lfs = FileSystem . getLocal ( this . conf ) ; Path tmpJarFileDir = new Path ( this . tmpOutputDir , "_gobblin_compaction_jars" ) ; this . state . setProp...
Copy dependency jars from local fs to HDFS .
118,956
private void deleteDependencyJars ( ) throws IllegalArgumentException , IOException { if ( this . state . contains ( COMPACTION_JARS ) ) { this . fs . delete ( new Path ( this . state . getProp ( COMPACTION_JARS ) ) , true ) ; } }
Delete dependency jars from HDFS when job is done .
118,957
public static void renameSourceDirAsCompactionComplete ( FileSystem fs , Dataset dataset ) { try { for ( Path path : dataset . getRenamePaths ( ) ) { Path newPath = new Path ( path . getParent ( ) , path . getName ( ) + MRCompactor . COMPACTION_RENAME_SOURCE_DIR_SUFFIX ) ; LOG . info ( "[{}] Renaming {} to {}" , datase...
Rename all the source directories for a specific dataset
118,958
public static void addRunningHadoopJob ( Dataset dataset , Job job ) { MRCompactor . RUNNING_MR_JOBS . put ( dataset , job ) ; }
Keep track of running MR jobs so if the compaction is cancelled the MR jobs can be killed .
118,959
private void submitVerificationSuccessSlaEvent ( Results . Result result ) { try { CompactionSlaEventHelper . getEventSubmitterBuilder ( result . dataset ( ) , Optional . < Job > absent ( ) , this . fs ) . eventSubmitter ( this . eventSubmitter ) . eventName ( CompactionSlaEventHelper . COMPLETION_VERIFICATION_SUCCESS_...
Submit an event when completeness verification is successful
118,960
private void submitFailureSlaEvent ( Dataset dataset , String eventName ) { try { CompactionSlaEventHelper . getEventSubmitterBuilder ( dataset , Optional . < Job > absent ( ) , this . fs ) . eventSubmitter ( this . eventSubmitter ) . eventName ( eventName ) . build ( ) . submit ( ) ; } catch ( Throwable t ) { LOG . wa...
Submit a failure sla event
118,961
public void close ( ) throws IOException { try { this . running = false ; this . accumulator . close ( ) ; if ( ! this . service . awaitTermination ( 60 , TimeUnit . SECONDS ) ) { forceClose ( ) ; } else { LOG . info ( "Closed properly: elapsed " + ( System . currentTimeMillis ( ) - startTime ) + " milliseconds" ) ; } ...
Close all the resources this will be blocked until all the request are sent and gets acknowledged
118,962
public boolean getTokens ( long tokens , long timeout , TimeUnit timeoutUnit ) throws InterruptedException { long timeoutMillis = timeoutUnit . toMillis ( timeout ) ; long wait = tryReserveTokens ( tokens , timeoutMillis ) ; if ( wait < 0 ) { return false ; } if ( wait == 0 ) { return true ; } Thread . sleep ( wait ) ;...
Attempt to get the specified amount of tokens within the specified timeout . If the tokens cannot be retrieved in the specified timeout the call will return false immediately otherwise the call will block until the tokens are available .
118,963
protected void addLineageSourceInfo ( WorkUnit workUnit , State state ) { if ( ! lineageInfo . isPresent ( ) ) { log . info ( "Lineage is not enabled" ) ; return ; } String platform = state . getProp ( ConfigurationKeys . SOURCE_FILEBASED_PLATFORM , DatasetConstants . PLATFORM_HDFS ) ; Path dataDir = new Path ( state ....
Add lineage source info to a single work unit
118,964
public List < String > getcurrentFsSnapshot ( State state ) { List < String > results = new ArrayList < > ( ) ; String path = getLsPattern ( state ) ; try { log . info ( "Running ls command with input " + path ) ; results = this . fsHelper . ls ( path ) ; for ( int i = 0 ; i < results . size ( ) ; i ++ ) { URI uri = ne...
This method is responsible for connecting to the source and taking a snapshot of the folder where the data is present it then returns a list of the files in String format
118,965
private boolean checkDataQuality ( Optional < Object > schema ) throws Exception { if ( this . branches > 1 ) { this . forkTaskState . setProp ( ConfigurationKeys . EXTRACTOR_ROWS_EXPECTED , this . taskState . getProp ( ConfigurationKeys . EXTRACTOR_ROWS_EXPECTED ) ) ; this . forkTaskState . setProp ( ConfigurationKeys...
Check data quality .
118,966
private void commitData ( ) throws IOException { if ( this . writer . isPresent ( ) ) { this . writer . get ( ) . commit ( ) ; } try { if ( GobblinMetrics . isEnabled ( this . taskState . getWorkunit ( ) ) ) { updateRecordMetrics ( ) ; updateByteMetrics ( ) ; } } catch ( IOException ioe ) { this . logger . error ( "Fai...
Commit task data .
118,967
private LinkedList < T > computeRecursiveTraversal ( T node , NodePath < T > nodePath ) { try { LinkedList < T > imports = new LinkedList < > ( ) ; Set < T > alreadyIncludedImports = new HashSet < > ( ) ; for ( T neighbor : this . traversalFunction . apply ( node ) ) { nodePath . appendNode ( neighbor ) ; addSubtravers...
Actually compute the traversal if it is not in the cache .
118,968
private void addSubtraversal ( T node , LinkedList < T > imports , Set < T > alreadyIncludedImports , NodePath < T > nodePath ) throws ExecutionException { if ( addNodeIfNotAlreadyIncluded ( node , imports , alreadyIncludedImports ) ) { for ( T inheritedFromParent : doTraverseGraphRecursively ( node , nodePath ) ) { ad...
Add a sub - traversal for a neighboring node .
118,969
private boolean addNodeIfNotAlreadyIncluded ( T thisImport , LinkedList < T > imports , Set < T > alreadyIncludedImports ) { if ( alreadyIncludedImports . contains ( thisImport ) ) { return false ; } imports . add ( thisImport ) ; alreadyIncludedImports . add ( thisImport ) ; return true ; }
Only add node to traversal if it is not already included in it .
118,970
private RuntimeException unpackExecutionException ( Throwable exc ) { while ( exc instanceof ExecutionException || exc instanceof UncheckedExecutionException ) { exc = exc . getCause ( ) ; } return Throwables . propagate ( exc ) ; }
Due to recursive nature of algorithm we may end up with multiple layers of exceptions . Unpack them .
118,971
public URI getListeningURI ( ) { try { return new URI ( this . serverUri . getScheme ( ) , this . serverUri . getUserInfo ( ) , this . serverUri . getHost ( ) , this . port , null , null , null ) ; } catch ( URISyntaxException use ) { throw new RuntimeException ( "Invalid URI. This is an error in code." , use ) ; } }
Get the scheme and authority at which this server is listening .
118,972
public void publishData ( Collection < ? extends WorkUnitState > states ) throws IOException { LOG . info ( "Start publishing data" ) ; int branches = this . state . getPropAsInt ( ConfigurationKeys . FORK_BRANCHES_KEY , 1 ) ; Set < String > emptiedDestTables = Sets . newHashSet ( ) ; final Connection conn = createConn...
1 . Truncate destination table if requested 2 . Move data from staging to destination 3 . Update Workunit state
118,973
public synchronized static void setJobSpecificOutputPaths ( State state ) { if ( ! StringUtils . containsIgnoreCase ( state . getProp ( ConfigurationKeys . WRITER_STAGING_DIR ) , state . getProp ( ConfigurationKeys . JOB_ID_KEY ) ) ) { state . setProp ( ConfigurationKeys . WRITER_STAGING_DIR , new Path ( state . getPro...
Each job gets its own task - staging and task - output directory . Update the staging and output directories to contain job_id . This is to make sure uncleaned data from previous execution does not corrupt final published data produced by this execution .
118,974
public void onFileChange ( Path path ) { String fileExtension = path . getName ( ) . substring ( path . getName ( ) . lastIndexOf ( '.' ) + 1 ) ; if ( fileExtension . equalsIgnoreCase ( SchedulerUtils . JOB_PROPS_FILE_EXTENSION ) ) { LOG . info ( "Detected change to common properties file " + path . toString ( ) ) ; lo...
Called when a job configuration file is changed .
118,975
private boolean checkCommonPropExistance ( Path rootPath , String noExtFileName ) throws IOException { Configuration conf = new Configuration ( ) ; FileStatus [ ] children = rootPath . getFileSystem ( conf ) . listStatus ( rootPath ) ; for ( FileStatus aChild : children ) { if ( aChild . getPath ( ) . getName ( ) . con...
Given the target rootPath check if there s common properties existed . Return false if so .
118,976
public Schema getSchemaByKey ( String key ) throws SchemaRegistryException { try { return cachedSchemasByKeys . get ( key ) ; } catch ( ExecutionException e ) { throw new SchemaRegistryException ( String . format ( "Schema with key %s cannot be retrieved" , key ) , e ) ; } }
Get schema from schema registry by key
118,977
protected Schema fetchSchemaByKey ( String key ) throws SchemaRegistryException { String schemaUrl = KafkaAvroSchemaRegistry . this . url + GET_RESOURCE_BY_ID + key ; GetMethod get = new GetMethod ( schemaUrl ) ; int statusCode ; String schemaString ; HttpClient httpClient = this . borrowClient ( ) ; try { statusCode =...
Fetch schema by key .
118,978
public static String getDatasetUri ( Table table ) { return HIVE_DATASETS_CONFIG_PREFIX + table . getDbName ( ) + Path . SEPARATOR + table . getTableName ( ) ; }
Get the dataset uri for a hive db and table . The uri is relative to the store uri .
118,979
public final Future < RecordMetadata > enqueue ( D record , WriteCallback callback ) throws InterruptedException { final ReentrantLock lock = this . dqLock ; lock . lock ( ) ; try { BytesBoundedBatch last = dq . peekLast ( ) ; if ( last != null ) { Future < RecordMetadata > future = null ; try { future = last . tryAppe...
Add a data to internal deque data structure
118,980
public void flush ( ) { try { ArrayList < Batch > batches = this . incomplete . all ( ) ; int numOutstandingRecords = 0 ; for ( Batch batch : batches ) { numOutstandingRecords += batch . getRecords ( ) . size ( ) ; } LOG . debug ( "Flush called on {} batches with {} records total" , batches . size ( ) , numOutstandingR...
This will block until all the incomplete batches are acknowledged
118,981
public static TopologySpec . Builder builder ( URI catalogURI , Properties topologyProps ) { String name = topologyProps . getProperty ( ConfigurationKeys . TOPOLOGY_NAME_KEY ) ; String group = topologyProps . getProperty ( ConfigurationKeys . TOPOLOGY_GROUP_KEY , "default" ) ; try { URI topologyURI = new URI ( catalog...
Creates a builder for the TopologySpec based on values in a topology properties config .
118,982
public JsonSchema getValuesWithinDataType ( ) { JsonElement element = this . getDataType ( ) . get ( MAP_ITEMS_KEY ) ; if ( element . isJsonObject ( ) ) { return new JsonSchema ( element . getAsJsonObject ( ) ) ; } if ( element . isJsonArray ( ) ) { return new JsonSchema ( element . getAsJsonArray ( ) ) ; } if ( elemen...
Fetches dataType . values from the JsonObject
118,983
public Type getTypeOfArrayItems ( ) throws DataConversionException { JsonSchema arrayValues = getItemsWithinDataType ( ) ; if ( arrayValues == null ) { throw new DataConversionException ( "Array types only allow values as primitive, null or JsonObject" ) ; } return arrayValues . getType ( ) ; }
Fetches the nested or primitive array items type from schema .
118,984
private String getTargetColumnName ( String sourceColumnName , String alias ) { String targetColumnName = alias ; Schema obj = this . getMetadataColumnMap ( ) . get ( sourceColumnName . toLowerCase ( ) ) ; if ( obj == null ) { targetColumnName = ( targetColumnName == null ? "unknown" + this . unknownColumnCounter : tar...
Get target column name if column is not found in metadata then name it as unknown column If alias is not found target column is nothing but source column
118,985
private void buildMetadataColumnMap ( JsonArray array ) { if ( array != null ) { for ( JsonElement columnElement : array ) { Schema schemaObj = gson . fromJson ( columnElement , Schema . class ) ; String columnName = schemaObj . getColumnName ( ) ; this . metadataColumnMap . put ( columnName . toLowerCase ( ) , schemaO...
Build metadata column map with column name and column schema object . Build metadata column list with list columns in metadata
118,986
private void updateDeltaFieldConfig ( String srcColumnName , String tgtColumnName ) { if ( this . workUnitState . contains ( ConfigurationKeys . EXTRACT_DELTA_FIELDS_KEY ) ) { String watermarkCol = this . workUnitState . getProp ( ConfigurationKeys . EXTRACT_DELTA_FIELDS_KEY ) ; this . workUnitState . setProp ( Configu...
Update water mark column property if there is an alias defined in query
118,987
private void updatePrimaryKeyConfig ( String srcColumnName , String tgtColumnName ) { if ( this . workUnitState . contains ( ConfigurationKeys . EXTRACT_PRIMARY_KEY_FIELDS_KEY ) ) { String primarykey = this . workUnitState . getProp ( ConfigurationKeys . EXTRACT_PRIMARY_KEY_FIELDS_KEY ) ; this . workUnitState . setProp...
Update primary key column property if there is an alias defined in query
118,988
private void parseInputQuery ( String query ) { List < String > projectedColumns = new ArrayList < > ( ) ; if ( StringUtils . isNotBlank ( query ) ) { String queryLowerCase = query . toLowerCase ( ) ; int startIndex = queryLowerCase . indexOf ( "select " ) + 7 ; int endIndex = queryLowerCase . indexOf ( " from " ) ; if...
Parse query provided in pull file Set input column projection - column projection in the input query Set columnAlias map - column and its alias mentioned in input query
118,989
private CommandOutput < ? , ? > executeSql ( List < Command > cmds ) { String query = null ; int fetchSize = 0 ; for ( Command cmd : cmds ) { if ( cmd instanceof JdbcCommand ) { JdbcCommandType type = ( JdbcCommandType ) cmd . getCommandType ( ) ; switch ( type ) { case QUERY : query = cmd . getParams ( ) . get ( 0 ) ;...
Execute query using JDBC simple Statement Set fetch size
118,990
private CommandOutput < ? , ? > executePreparedSql ( List < Command > cmds ) { String query = null ; List < String > queryParameters = null ; int fetchSize = 0 ; for ( Command cmd : cmds ) { if ( cmd instanceof JdbcCommand ) { JdbcCommandType type = ( JdbcCommandType ) cmd . getCommandType ( ) ; switch ( type ) { case ...
Execute query using JDBC PreparedStatement to pass query parameters Set fetch size
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protected JdbcProvider createJdbcSource ( ) { String driver = this . workUnitState . getProp ( ConfigurationKeys . SOURCE_CONN_DRIVER ) ; String userName = this . workUnitState . getProp ( ConfigurationKeys . SOURCE_CONN_USERNAME ) ; String password = PasswordManager . getInstance ( this . workUnitState ) . readPasswor...
Create JDBC source to get connection
118,992
protected String concatPredicates ( List < Predicate > predicateList ) { List < String > conditions = new ArrayList < > ( ) ; for ( Predicate predicate : predicateList ) { conditions . add ( predicate . getCondition ( ) ) ; } return Joiner . on ( " and " ) . skipNulls ( ) . join ( conditions ) ; }
Concatenate all predicates with and clause
118,993
private JsonObject getDefaultWatermark ( ) { Schema schema = new Schema ( ) ; String dataType ; String columnName = "derivedwatermarkcolumn" ; schema . setColumnName ( columnName ) ; WatermarkType wmType = WatermarkType . valueOf ( this . workUnitState . getProp ( ConfigurationKeys . SOURCE_QUERYBASED_WATERMARK_TYPE , ...
Schema of default watermark column - required if there are multiple watermarks
118,994
private Schema getCustomColumnSchema ( String columnName ) { Schema schema = new Schema ( ) ; String dataType = "string" ; schema . setColumnName ( columnName ) ; String elementDataType = "string" ; List < String > mapSymbols = null ; JsonObject newDataType = this . convertDataType ( columnName , dataType , elementData...
Schema of a custom column - required if column not found in metadata
118,995
public static boolean hasJoinOperation ( String selectQuery ) { if ( selectQuery == null || selectQuery . length ( ) == 0 ) { return false ; } SqlParser sqlParser = SqlParser . create ( selectQuery ) ; try { SqlNode all = sqlParser . parseQuery ( ) ; SqlSelect query ; if ( all instanceof SqlSelect ) { query = ( SqlSele...
Check if the SELECT query has join operation
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private String toCase ( String targetColumnName ) { String columnName = targetColumnName ; ColumnNameCase caseType = ColumnNameCase . valueOf ( this . workUnitState . getProp ( ConfigurationKeys . SOURCE_COLUMN_NAME_CASE , ConfigurationKeys . DEFAULT_COLUMN_NAME_CASE ) . toUpperCase ( ) ) ; switch ( caseType ) { case T...
Change the column name case to upper lower or nochange ; Default nochange
118,997
private GlobalOptions createGlobalOptions ( CommandLine parsedOpts ) { String host = parsedOpts . hasOption ( HOST_OPT ) ? parsedOpts . getOptionValue ( HOST_OPT ) : DEFAULT_REST_SERVER_HOST ; int port = DEFAULT_REST_SERVER_PORT ; try { if ( parsedOpts . hasOption ( PORT_OPT ) ) { port = Integer . parseInt ( parsedOpts...
Build the GlobalOptions information from the raw parsed options
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public String replacePortTokens ( String value ) { BiMap < String , Optional < Integer > > portMappings = HashBiMap . create ( ) ; Matcher regexMatcher = PORT_REGEX . matcher ( value ) ; while ( regexMatcher . find ( ) ) { String token = regexMatcher . group ( 0 ) ; if ( ! portMappings . containsKey ( token ) ) { Optio...
Replaces any port tokens in the specified string .
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protected Schema generateSchemaWithNullifiedField ( WorkUnitState workUnitState , Schema currentAvroSchema ) { Configuration conf = new Configuration ( ) ; for ( String key : workUnitState . getPropertyNames ( ) ) { conf . set ( key , workUnitState . getProp ( key ) ) ; } Path originalSchemaPath = null ; if ( workUnitS...
Generate new avro schema by nullifying fields that previously existed but not in the current schema .