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Exam Code: A2090-303

Exam Name: Assessment: IBM InfoSphere DataStage v9.1 Assessment

A2090-303

QUESTION 1In your ETL application design you have found several areas of common processing requirements in themapping specifications. These common logic areas found include: code validation lookups and nameformatting. The common logic areas have the same logic, but the jobs using them would have different columnmetadata. Choose the action that gives you the best reusability design to effectively implement these commonlogic areas in your ETL application?

A. Create parallel routines for each of the common logic areas and for each of the unique column metadataformats.

B. Create separate jobs for each layout and choose the appropriate job to run within a job sequencer.C. Create parallel shared containers and define columns combining all data formats.D. Create parallel shared containers with Runtime Column Propagation (RCP) ON and define only necessary

common columns needed for thelogic.

Correct Answer: DSection: (none)Explanation

Explanation/Reference:Explanation:

QUESTION 2When optimizing a job, Balanced Optimization will NOT search the job for what pattern?

A. LinksB. StagesC. SequencersD. Property Settings

Correct Answer: CSection: (none)Explanation


QUESTION 3You have a parallel job that based on operational recoverability requirements needs to be broken up into twoseparate parallel jobs. You have decided to use the Data Set stage to support this job design change. What twocharacteristics of Data Sets make them a good design consideration in your jobs design change? (Choosetwo.)

A. They sort the data in a staging area.B. They automatically convert data types.C. They persist the parallelism of the job creating them.D. They use the same data types as the parallel framework.E. They persist parallelism into a temporary repository table.

Correct Answer: CDSection: (none)Explanation


QUESTION 4What two binding types are supported by Information Services Director (ISD) for a parallel job that is designedto be used as a service? (Choose two.)

A. EJBB. SQLC. HDFSD. SOAPE. STREAMS

Correct Answer: ADSection: (none)Explanation


QUESTION 5You are assigned to correct a job from another developer. The job contains 20 stages sourcing data from twoData Sets and many sequential files. The annotation in the job indicates who wrote the job and when, not theobjective of the job. All link and stage names use the default names. One of the output columns has anincorrect value which should have been obtained using a lookup. What could the original developer have doneto make this task easier for maintenance purposes?

A. Name all stage and links the same.B. Name all stages and links based on what they do.C. Indicate all stage names within the job annotation.D. Name all stage and links with column names and ideas.

Correct Answer: BSection: (none)Explanation


QUESTION 6A job design consists of an input Row Generator stage, a Filter stage, followed by a Transformer stage and anoutput Sequential File stage. The job is run on an SMP machine with a configuration file defined with threenodes. The $APT_DISABLE_COMBINATION variable is set to True. How many player processes will this jobgenerate?

A. 8B. 10C. 12D. 16

Correct Answer: ASection: (none)Explanation


QUESTION 7

Which partitioning method requires a key?


A. SameB. ModulusC. Sort MergeD. Round Robin



QUESTION 8A job design consists of an input Row Generator stage, a Sort stage, followed by a Transformer stage and anoutput Data Set stage. The job is run on an SMP machine with a configuration file defined with four nodes. The$APT_DISABLE_COMBINATION variable is set to True. How many player processes will this job generate?

A. 7B. 16C. 13D. 16



QUESTION 9The data going into the target Sequential Files stage is range-partitioned and sorted. Which technique methodwould be the most efficient to create a globally sorted target sequential file?

A. Select an in-stage sort in the final Sequential File stage.B. Select the Ordered collector method for the final Sequential File stage.C. Select the Sort Merge collector method for the final Sequential File stage.D. Insert a Funnel stage before the final Sequential File stage and select Sequence as Funnel Type.



QUESTION 10

Your job sequence must be restartable. It runs Job1, Job2, and Job3 serially. It has been compiled with "Addcheckpoints so sequence is restartable". Job1 must execute every run even after a failure. Which twoproperties must be selected to ensure that Job1 is run each time, even after a failure? (Choose two.)

A. Set the Job1 Activity stage to "Do not checkpoint run".B. Set trigger on the Job1 Activity stage to "Unconditional".C. In the Job1 Activity stage set the Execution action to "Run".D. In the Job1 Activity stage set the Execution action to "Reset if required, then run".E. Use the Nested Condition Activity with a trigger leading to Job1; set the trigger expression type to

"Unconditional".



QUESTION 11Which two actions are available when editing a message handler? (Choose two.)

A. Abort jobB. Demote to warningC. Suppress from job logD. Demote to informationalE. Suppress from the project



QUESTION 12What is the result of running the following command: dsjob -report DSProject ProcData

A. Generates a report about the ProcData job, including information about its stages and links.B. Returns a report of the last run of the ProcData job in a DataStage project named DSProject.C. Runs the DataStage job named ProcData and returns performance information, including the number of

rows processed.D. Runs the DataStage job named ProcData and returns job status information, including whether the job

aborted or ran without warnings.



QUESTION 13You would like to pass values into parameters that will be used in a variety of downstream activity stages withina job sequence. What are two valid ways to do this? (Choose two.)

A. Use local parameters.B. Place a parameter set stage on the job sequence.C. Add a Transformer stage variable to the job sequence canvas.D. Check the "Propagate Parameters" checkbox in the Sequence Job properties.E. Use the UserVariablesActivity stage to populate the local parameters from an outside source such as a file.

Correct Answer: AESection: (none)Explanation


QUESTION 14On the DataStage development server, you have been making enhancements to a copy of a DataStage jobrunning on the production server. You have been asked to document the changes you have made to the job.What tool in DataStage Designer would you use?

A. Compare AgainstB. diffapicmdline.exeC. DSMakeJobReportD. Cross Project Compare



QUESTION 15Your customer is using Source Code Control Integration for Information server and have tagged artifacts forversion 1. You must create a deployment package from the version 1. Before you create the package you willhave to ensure the project is up to date with version 1. What two things must you do to update the meta-datarepository with the artifacts tagged as version 1? (Choose two.)

A. Right-click the asset and click the Deploy command.B. Right-click the asset and click the Team Import command.C. Right-click the asset and click Update From Source Control Workspace.D. Right-click the asset and click Replace From Source Control Workspace.E. Right-click the asset and click the Team command to update the Source Control Workspace with the asset.

Correct Answer: DESection: (none)Explanation


QUESTION 16You want to find out which table definitions have been loaded into a job, and specifically which stages of the jobthey has been loaded into? How will you determine this?

A. Select the job, right-click, then click the Find where used (deep) command.B. Select the job, right-click, then click the Find dependencies (deep) command.

C. Select the job, right-click, then click the Find where used command. Then right-click and select "Show thedependency path from the job".

D. Select the job, right-click, then click the Find dependencies command. Then right-click and select "Show thedependency path from the job".



QUESTION 17You are responsible for deploying objects into your customers production environment. To ensure the stabilityof the production system the customer does not permit compilers on production machines. They have alsoprotected the project and only development machines have the required compiler. What option will enable jobswith a parallel transformer to execute in the customers production machines?

A. Add $APT_COMPILE_OPT=-portableB. Set $APT_COPY_TRANSFORM_OPERATORC. Use protected projects in the production environment.D. Create a package with Information Server Manager and select the option to include executables.



QUESTION 18What two features distinguish the Operations Console from the Director job log? (Choose two.)

A. Jobs can be started and stopped in Director, but not in the Operations Console.B. The Operations Console can monitor jobs running on only one DataStage engine.C. Workload management is supported within Director, but not in the Operations Console.D. The Operations Console can monitor jobs running on more than one DataStage engine.E. The Operations Console can run on systems where the DataStage clients are not installed.



QUESTION 19Which two environment variables add additional reporting information in the job log for DataStage jobs?(Choose two.)

A. $APT_IO_MAPB. $OSH_EXPLAINC. $APT_STARTUP_STATUSD. $APT_EXPORT_FLUSH_COUNTE. $APT_PM_STARTUP_CONCURRENCY

Correct Answer: BCSection: (none)Explanation


QUESTION 20A job validates account numbers with a reference file using a Join stage, which is hash partitioned by accountnumber. Runtime monitoring reveals that some partitions process many more rows than others. Assumingadequate hardware resources, which action can be used to improve the performance of the job?

A. Replace the Join with a Merge stage.B. Change the number of nodes in the configuration file.C. Add a Sort stage in front of the Join stage. Sort by account number.D. Use Round Robin partitioning on the stream and Entire partitioning on the reference.



QUESTION 21You are asked by your customer to collect partition level runtime metadata for DataStage parallel jobs. Youmust collect this data after each job completes. What two options allow you to automatically save row countsand CPU time for each instance of an operator? (Choose two.)

A. $APT_CPU_ROWCOUNTB. $APT_PERFORMANCE_DATAC. Enable the job property "Record job performance data".D. Open up the job in Metadata Workbench and select the "Data Lineage" option.E. Click the Performance Analysis icon in the toolbar to open the Performance Analyzer utility.



QUESTION 22Which option is required to identify a particular job player processes?Which option is required to identify aparticular job? player processes?

A. Set $APT_DUMP_SCORE to true.B. Set $APT_PM_SHOW_PIDS to true.C. Log onto the server and issue the command "ps -ef | grep ds".D. Use the DataStage Director Job administration screen to display active player processes.



QUESTION 23How is DataStage table metadata shared among DataStage projects?

A. Import another copy of the table metadata into the project where it is required.B. Use the "Shared Table Creation Wizard" to place the table in the shared repository.C. Export DataStage table definitions from one project and importing them into another project.D. Use the InfoSphere Metadata Asset Manager (IMAM) to move the DataStage table definition to the projects

where it is needed.



QUESTION 24In addition to the table and schema names, what two element names must be specified when you create ashared table definition in DataStage Designer? (Choose two.)

A. DatabaseB. Host systemC. Project nameD. Database instanceE. DataStage server system name

Correct Answer: ABSection: (none)Explanation


QUESTION 25What are the two Transfer Protocol Transfer Mode property options for the FTP Enterprise stage? (Choosetwo.)

A. FTPB. EFTPC. TFTPD. SFTPE. RFTP



QUESTION 26Your job will write its output to a fixed length data file. When configuring the sequential file stage as a targetwhat format and column tab properties need to be considered for this type of file output?

A. On the Output Link format tab, change the 'Delimiter' property to whitespace.B. On the Output Link format tab, add the 'Record Type' property to the tree and set its value to be 'F'.C. On the Output Link column tab, insure that all the defined column data types are fixed length types.D. On the Output Link column tab, specify the record size total based on all of the columns defined



QUESTION 27Identify the two statements that are true about the functionality of the XML Pack 3.0. (Choose two.)

A. XML Stages are Plug-in stages.B. XML Stage can be found in the Database folder on the palette.C. Uses a unique custom GUI interface called the Assembly Editor.D. It includes the XML Input, XML Output, and XML Transformer stages.E. A single XML Stage, which can be used as a source, target, or transformation.

Correct Answer: CESection: (none)Explanation


QUESTION 28Identify the two delimiter areas available to be configured in the Sequential File format tab properties? (Choosetwo.)

A. File delimiterB. Null delimiterC. Final delimiterD. Field delimiterE. End of group delimiter



QUESTION 29When using a Sequential File stage as a source what are the two reject mode property options? (Choose two.)

A. SetB. FailC. SaveD. ConvertE. Continue

Correct Answer: BESection: (none)Explanation


QUESTION 30Which two statements are true about Data Sets? (Choose two.)

A. Data sets contain ASCII data.B. Data Sets preserve partitioning.C. Data Sets require repartitioning.D. Data Sets represent persistent data.E. Data Sets require import/export conversions.

Correct Answer: BDSection: (none)Explanation


QUESTION 31What is the correct method to process a file containing multiple record types using a Complex Flat File stage?

A. Flatten the record types into a single record type.B. Manually break the file into multiple files by record type.C. Define record definitions on the Constraints tab of the Complex Flat File stage.D. Load a table definition for each record type on the Records tab of the Complex Flat File stage.



QUESTION 32When using the Column Export stage, what are two export column type property values allowed for thecombined single output column result? (Choose two.)

A. VectorB. BinaryC. IntegerD. DecimalE. VarChar



QUESTION 33Which two file stages allow you to configure rejecting data to a reject link? (Choose two.)

A. Data Set StageB. Compare StageC. Big Data File StageD. Lookup File Set StageE. Complex Flat File Stage



QUESTION 34Identify two items that are created as a result of running a Balanced Optimization on a job that accesses aHadoop distributed file system as a source? (Choose two.)

A. A JAQL stage is found in the optimized job result.B. A Big Data File stage is found in the optimized job results.C. A Balanced Optimization parameter set is found in the projectD. A Balanced Optimization Shared Container is found in the project.E. A MapReduce Transformer stage is found in the optimized job result.

Correct Answer: ACSection: (none)Explanation


QUESTION 35A customer must compare a date column with a job parameter date to determine which output links the rowbelongs on. What stage should be used for this requirement?

A. Filter stageB. Switch stageC. Compare stageD. Transformer stage



QUESTION 36Rows of data going into a Transformer stage are sorted and hash partitioned by the Input.Product column.Using stage variables, how can you determine when a new row is the first of a new group of Product rows?

A. Create a stage variable named sv_IsNewProduct and follow it by a second stage variable named

sv_Product. Map the Input.Product column tosv_Product. The derivation for sv_IsNewProduct is: IFInput.Product = sv_Product THEN "YES" ELSE "NO".

B. Create a stage variable named sv_IsNewProduct and follow it by a second stage variable namedsv_Product. Map the Input.Product column tosv_Product. The derivation for sv_IsNewProduct is: IFInput.Product <> sv_Product THEN "YES" ELSE "NO".

C. Create a stage variable named sv_Product and follow it by a second stage variable namedsv_IsNewProduct. Map the Input.Product column tosv_Product. The derivation for sv_IsNewProductis: IF Input.Product = sv_Product THEN "YES" ELSE "NO".

D. Create a stage variable named sv_Product and follow it by a second stage variable namedsv_IsNewProduct. Map the Input.Product column tosv_Product. The derivation for sv_IsNewProductis: IF Input.Product <> sv_Product THEN "YES" ELSE "NO".



QUESTION 37Which statement describes what happens when Runtime Column Propagation is disabled for a parallel job?

A. An input column value flows into a target column only if it matches it by name.B. An input column value flows into a target column only if it is explicitly mapped to it.C. You must set APT_AUTO_MAP project environment to true to allow output link mapping to occur.D. An input column value flows into a target column based on its position in the input row. For example, first

column in the input row goes into thefirst target column.



QUESTION 38Which statement is true when using the SaveInputRecord() function in a Transformer stage.

A. You can only use the SaveInputRecord() function in Loop variable derivations.B. You can access the saved queue records using Vector referencing in Stage variable derivations.C. You must retrieve all saved queue records using the GetSavedInputRecord() function within Loop variable

derivations.D. You must retrieve all saved queue records using the GetSavedInputRecord() function within Stage variable

derivations.



QUESTION 39In the Slowly Changing Dimension stage, a dimension columns Purpose code property can trigger which twoactions. (Choose two.)

A. Update fact table keys.B. Detect dimension changes.C. Update the dimension table.D. Insert rows into the fact table.E. Delete duplicate dimension table rows.



QUESTION 40Which derivations are executed first in the Transformer stage?

A. Input column derivationsB. Loop variable derivationsC. Stage variable derivationsD. Output column derivations



QUESTION 41In a Transformer, which two mappings can be handled by default type conversions. (Choose two.)

A. Integer input column mapped to raw output column.B. Date input column mapped to a string output column.C. String input column mapped to a date output column.D. String input column mapped to integer output column.E. Integer input column mapped to string output column.



QUESTION 42Identify two different types of custom stages you can create to extend the Parallel job syntax? (Choose two.)

A. Input stageB. Basic stageC. Group stageD. Custom stageE. Wrapped stage

Correct Answer: DE

Section: (none)Explanation


QUESTION 43What is the purpose of the APT_DUMP_SCORE environment variable?

A. There is no such environment variable.B. It is an environment variable that turns on the job monitor.C. It is an environment variable that enables the collection of runtime performance statistics.D. It is a reporting environment variable that adds additional runtime information in the job log.



QUESTION 44Suppose a user ID has been created with DataStage and QualityStage component authorization. Which clientapplication would be used to give that user ID DataStage Developer permission?

A. DataStage Director clientB. DataStage Designer clientC. DataStage Administrator clientD. Information Server Web Console Administrator client



QUESTION 45Which two data repositories can be used for user authentication within the Information Server Suite? (Choosetwo.)

A. IIS Web ConsoleB. IBM Metadata repositoryC. Standalone LDAP registryD. Operations Console databaseE. IBM Information Server user directory



QUESTION 46Which two statements are true about the use of named node pools? (Choose two.)

A. Grid environments must have named node pools for data processing.B. Named node pools can allow separation of buffering from sorting disks.C. When named node pools are used, DataStage uses named pipes between stages.D. Named node pools limit the total number of partitions that can be specified in the configuration file.E. Named node pools constraints will limit stages to be executed only on the nodes defined in the node pools.



QUESTION 47Which step is required to change from a normal lookup to a sparse lookup in an ODBC Connector stage?

A. Change the partitioning to hash.B. Sort the data on the reference link.C. Change the lookup option in the stage properties to "Sparse".D. Replace columns at the beginning of a SELECT statement with a wildcard asterisk (*).



QUESTION 48Which two pieces of information are required to be specified for the input link on a Netezza Connector stage?(Choose two.)

A. PartitioningB. Server nameC. Table definitionsD. Buffering settingsE. Error log directory



QUESTION 49Which requirement must be met to read from a database in parallel using the ODBC connector?

A. ODBC connector always reads in parallel.B. Set the Enable partitioning property to Yes.C. Configure environment variable $APT_PARTITION_COUNT.D. Configure environment variable $APT_MAX_TRANSPORT_BLOCK_SIZE.



QUESTION 50Which two statements about the Additional Connections Options property in the Teradata Connector stage tospecify details about the number of connections to Teradata are true? (Choose two.)

A. The default for requestedsessions is the minimum number of available sessions.B. The default for requestedsessions is the maximum number of available sessions.C. Requestedsessions is a number between 1 and the number of vprocs in the operating system.D. Sessionsperplayer determines the number of connections each player in the job has to Teradata.E. Total requested sessions equals sessions per player multiplied by number of nodes multiplied by players

per node. The default value is 4.



QUESTION 51Configuring the weighting column of an Aggregator stage affects which two options. (Choose two.)

A. SumB. Maximum ValueC. Average of WeightsD. Coefficient of VariationE. Uncorrected Sum of Squares



QUESTION 52The parallel framework was extended for real-time applications. Identify two of these aspects. (Choose two.)

A. XML stage.B. End-of-wave.C. Real-time stage types that re-run jobs.D. Real-time stage types that keep jobs always up and running.E. Support for transactions within source database connector stages.


Explanation/Reference:

Explanation:

QUESTION 53The Change Apply stage produces a change Data Set with a new column representing the code for the type ofchange. What are two change values identified by these code values? (Choose two.)

A. EditB. FinalC. CopyD. DeletedE. Remove Duplicates



QUESTION 54What stage allows for more than one reject link?

A. Join stageB. Merge stageC. Lookup stageD. Funnel stage



QUESTION 55A 100MB input dataset has even distribution across 400 unique key values. When you run with a 4- nodeconfiguration file, which two changes could improve sort performance in this scenario? (Choose two.)

A. Convert all numeric fields to varchars.B. Set $APT_TSORT_STRESS_BLOCKSIZE to 50MB.C. Alter the Sort stage properties to perform a stable sort.D. Specify Round Robin partitioning on the input link to the Sort stage.E. Specify "Restrict Memory Usage" to 60MB on the Sort stage properties.



QUESTION 56Which job design technique can be used to give unique names to sequential output files that are used in multi-instance jobs?

A. Use parameters to identify file names.B. Generate unique file names by using a macro.C. Use DSJoblnvocationID to generate a unique filename.D. Use a Transformer stage variable to generate the name.



QUESTION 57The ODBC stage can handle which two SQL Server data types? (Choose two.)

A. DateB. TimeC. GUIDD. DatetimeE. SmallDateTime



QUESTION 58Which DB2 to InfoSphere DataStage data type conversion is correct when reading data with the DB2Connector stage?

A. XML to SQL_WVARCHARB. BIGINT to SQL_BIGINT (INT32)C. VARCHAR, 32768 to SQL_VARCHARD. CHAR FOR BIT DATA to SQL_VARBINARY



QUESTION 59Which two statements about using a Load write method in an Oracle Connector stage to tables that haveindexes on them are true? (Choose two.)

A. Set the Upsert mode property to "Index".B. Set the Index mode property to "Bypass".C. The Load Write method uses the Parallel Direct Path load method.D. The Load Write method uses "Rebuild" mode with no logging automatically.E. Set the environment variable APT_ORACLE_LOAD_OPTIONS to "OPTIONS (DIRECT=TRUE,

PARALLEL=FALSE)".



QUESTION 60Which Oracle Connector stage property can be set to tune job performance?

A. Array sizeB. Memory sizeC. Partition sizeD. Transaction size



QUESTION 61Identify two different types of custom stages you can create to extend the Parallel job syntax? (Choose two.)

A. Input stageB. Basic stageC. Group stageD. Custom stageE. Wrapped stage



QUESTION 62When using the loop functionality in a transformer, which statement is true regarding Transformer processing.

A. Stage variables can be referenced in loop conditions.B. Stage variables can be executed after loop variable expressions.C. Loop variable expressions are executed before input link column expressions.D. Output links can be excluded from being associated with a True loop condition.



QUESTION 63In your job you are using a Sequential File stage as a source. You have decided to use a schema file as an

alternative way of specifying column definitions and record format properties. What two items are true inconfiguring this stage in your parallel job? (Choose two.)

A. Enable Run Time Column propagation.B. Enable Run Time Schema propagation.C. Configure the column tab with one column named 'Input'.D. Configure the Schema File property with the path of the schema file definition.E. Configure the APT_SEQFILE_HASSCHEMA property with the schema file path.



QUESTION 64Which stage classifies data rows from a single input into groups and computes totals?

A. Modify stageB. Compare stageC. Aggregator stageD. Transformer stage



QUESTION 65Which statement describes a SCD Type One update in the Slowly Changing Dimension stage?

A. Adds a new row to the fact table.B. Adds a new row to a dimension table.C. Overwrites an attribute in the fact table.D. Overwrites an attribute in a dimension table.



QUESTION 66Which derivations are executed last in the Transformer stage?

A. Input column derivationsB. Loop variable derivationsC. Output column derivationsD. Stage variable derivations

Correct Answer: C



QUESTION 67You are processing groups of rows in a Transformer. The first row in each group contains "1" in the Flagcolumn and "0" in the remaining rows of the group. At the end of each group you want to sum and output theQTY column values. Which technique will enable you to retrieve the sum of the last group?

A. Output the sum that you generated each time you process a row for which the LastRow() function returnsTrue.

B. Output the sum that you generated up to the previous row each time you process a row with a "1" in theFlag column.

C. Output a running total for each group for each row. Follow the Transformer stage by an Aggregator stage.Take the MAX of the QTY columnfor each group.

D. Output the sum that you generated up to the previous row each time you process a row with a "1" in theFlag column. Use the FirstRow()function to determine when the group is done.



QUESTION 68The derivation for a stage variable is: Upcase(input_column1) : ' ' : Upcase(input_column2). Suppose thatinput_column1 contains a NULL value. Assume the legacy NULL processing option is turned off.Which behavior is expected?

A. The job aborts.B. NULL is written to the target stage variable.C. The input row is either dropped or rejected depending on whether the Transformer has a reject link.D. The target stage variable is populated with spaces or zeros depending on the stage variable data type.



QUESTION 69Which statement is true about table definitions created in DataStage Designer?

A. By default, table definitions created in DataStage Designer are visible to other Information Server products.B. Table definitions created in DataStage Designer are local to DataStage and cannot be shared with other

Information Server products.C. When a table definition is created in one DataStage project, it is automatically available in other DataStage

projects, but not outside ofDataStage.D. Table definitions created in DataStage Designer are not by default available to other Information Server

products, but they can be shared withother Information Server products.

Correct Answer: D



QUESTION 70What are two advantages of using Runtime Column Propagation (RCP)? (Choose two.)

A. RCP forces a developer to define all columns explicitly.B. Only columns used in the data flow need to be defined.C. Sequential files don't require schema files when using RCP.D. Only columns that are defined as VarChar need RCP enabled.E. Columns not specifically used in the flow are propagated as if they were.




QUESTION 71In a file defining a partial schema, which two properties define the record? (Choose two.)

A. intactB. delimC. positionD. length_of_recordE. record_delim_string



QUESTION 72What role must a user have to delete shared metadata assets from the repository?

A. DataStage AdministratorB. Business Glossary AdministratorC. Common Metadata AdministratorD. Information Analyzer Administrator

Correct Answer: C



QUESTION 73Your job is using the Sequential File stage as a source. Identify two stage property configurations that will allowyou to accomplish parallel reads? (Choose two.)

A. Read Method property set to 'File Pattern' and the environment variable$APT_IMPORT_PATTERN_USES_FILESET is set to 'FALSE'.

B. Read Method property set to 'File Pattern' and the 'Readers per Node' property value set to greater than 1.C. Read Method property is set to 'Parallel' with the Key property set to a Input column that has the file names.D. Read Method property set to 'Specific File(s)' with only one file specified and the 'Readers Per Node'

property value set to greater than 1.E. Read Method property set to 'Specific File(s)' with more than one file specified and each file specified has

the same format/column properties.



QUESTION 74Identify the two statements that are true about the functionality of the XML Pack 3.0. (Choose two.)

A. XML Stages are Plug-in stages.B. XML Stage can be found in the Database folder on the palette.C. Uses a unique custom GUI interface called the Assembly Editor.D. It includes the XML Input, XML Output, and XML Transformer stages.E. A single XML Stage, which can be used as a source, target, or transformation.



QUESTION 75When using the Sequential File stage as a source, what two property options allow you to add extra columnsabout the file(s) you are reading onto the output link? (Choose two.)

A. File Name ColumnB. Percent Null ColumnC. Row number ColumnD. Surrogate Key ColumnE. Number of Records Column



QUESTION 76How does the Complex Flat File stage (CFF) support the use of OCCURS clauses within COBOL files?

A. Each element of the OCCURS clause is treated as a subrecord.B. The CFF stage cannot process COBOL files with OCCURS clauses.C. Each element of the OCCURS clause is treated as a column of raw data.D. Each element of the OCCURS clause is treated as a separate element in an array.



QUESTION 77Identify two areas that DataStage can integrate with a Hadoop environment. (Choose two.)

A. Use the Pig Activity stage in a sequencer to invoke a Pig MapReduce program.B. Use the Hive Activity stage in a sequences to invoke a Hive MapReduce program.C. Use the Big Data File stage to access files on the Hadoop Distributed File System.D. Use the Oozie Workflow Activity stage in a sequencer job to invoke Oozie work flows.E. Use the MapReduce Transformer stage to convert Hadoop Distributed File System data.



QUESTION 78You are using the Complex Flat File stage as a source in your job. What are two types of data specificallysupported by the Complex Flat File stage for your job? (Choose two.)

A. XML files.B. Mainframe data sets with VSAM files.C. Mainframe data files with DB2 tables.D. Data from files that contain Hadoop record types.E. Data from flat files that contain multiple record types.



QUESTION 79The number of File Set data files created depends upon what two items? (Choose two.)

A. Amount of memory.B. Schema definition of the file.C. Operating system limitations.D. Number of logical processing nodes.E. Number of disks in the export or default disk pool connected to each processing node in the default node

pool.



QUESTION 80Identify two restructure stages that allow you to create or organize vectors in the output link results? (Choosetwo.)

A. Split VectorB. Column ImportC. Merge recordsD. Split SubrecordE. Make Subrecord



QUESTION 81You are using the Change Capture stage in your job design to identify changes made to the input link (beforeimage) to obtain the results in the output link. This job will be using a multi-node configuration file whenexecuted. What are two requirements on the input link data for the Change Capture stage? (Choose two.)

A. sortedB. merged linksC. parallel modeD. key partitionedE. sequential mode



QUESTION 82What are two statistics or attributes that can be added to the output of a Data Rule stage? (Choose two.)

A. Record IDB. System timestampC. Number of violations

D. Job execution ownerE. Percentage of violations



QUESTION 83What are two properties dependent of both Column for Calculation and Summary Column for Recalculation?(Choose two.)

A. SummaryB. Missing ValueC. Sum of SquaresD. Mean DeviationE. Coefficient of Variation



QUESTION 84A DataStage job uses an Inner Join to combine data from two source parallel datasets that were written to diskin sort order based on the join key columns. Which two methods could be used to dramatically improveperformance of this job? (Choose two.)

A. Disable job monitoring.B. Set the environment variable $APT_SORT_INSERTION_CHECK_ONLY.C. Unset the Preserve Partitioning flag on the output of each parallel dataset.D. Explicitly specify hash partitioning and sorting on each input to the Join stage.E. Add a parallel sort stage before each Join input, specifying the "Don't Sort, Previously Grouped" sort key

mode for each key.



QUESTION 85Indicate two possible job design topologies that Information Services Director (ISD) parallel jobs can conformto. (Choose two.)

A. A job with a single ISD Transformation stage.B. A job with one ISD Input stage and no ISD Output stage.C. A job with no ISD Input stage and with one ISD Output stage.D. A job with greater then one ISD input stage and one ISD Output stage.E. A job with one ISD Input stage and greater then one ISD Output stage.



QUESTION 86How must the input data set be organized for input into the Join stage? (Choose two.)

A. UnsortedB. Key partitionedC. Hash partitionedD. Entire partitionedE. Sorted by Join key



QUESTION 87What are the valid join operations for the Join stage? (Choose two.)

A. Inner joinB. Where joinC. Top outer joinD. Right outer joinE. Bottom inner join



QUESTION 88Which statement is true about creating DataStage projects?

A. DataStage projects cannot be created during DataStage installation.B. After installation only DataStage developers can create DataStage projects.C. After installation DataStage projects can be created in DataStage Administrator.D. After installation DataStage projects can be created in the Information Server Web Console.



QUESTION 89You are editing the configuration file. Which statement is true about file system efficiency?

A. Using multiple scratch spaces in a logical node improves performance.B. For the resource disk, it is best to use the partition where the engine is installed.C. Creating scratch disk spaces on an internal disk rather than on an NFS drive improves sort performance.D. In a clustered environment where NAS is used for a common storage, you must specify the internal disk for

scratch disk.



QUESTION 90What is used to configure the DataStage QualityStage Operations Console?

A. DataStage AdministratorB. The DSODBCConfig.cfg fileC. The DSAppWatcher.sh scriptD. Information Server Web Console



QUESTION 91What two project environment variables can be considered in your parallel jobs to support your optimizationstrategy of partitioning and sorting? (Choose two.)

A. $APT_NO_PART_INSERTIONB. $APT_OPT_SORT_INSERTIONC. $APT_RESTRICT_SORT_USAGED. $APT_PARTITION_FLUSH_COUNTE. $APT_TSORT_STRESS_BLOCKSIZE



QUESTION 92You have created three parallel jobs (Job A, B and C) in which the output of one job is the input to the other job.You are required to create processing that manages this data relationship of the jobs and provide job levelrestart-ability. What two tasks will accomplish these objectives? (Choose two.)

A. Enable runtime column propagation for the job sequence running the jobs.B. Set the 'Add checkpoints so sequence is restartable' option in the Sequencer job.

C. Enable the 'Add checkpoints so container is restartable' option for each of the parallel shared containers.D. Create two parallel shared containers that has the logic of Job B and Job C and include those shared

containers in the correct flow order withinthe design of Job A.E. Create a Sequencer job that has triggered events configured allowing Job A to run first, then Job B to run

when A completes successfully, andthen Job C to run when Job B completes successfully.



QUESTION 93Which statement is true about improving job performance when using Balanced Optimization?

A. Convert a job to use bulk staging tables for Big Data File stages.B. Balance optimization attempts to balance the work between the source server, target sever, and the job.C. If the job contains an Aggregator stage, data reduction stages will be pushed into a target data server by

default.D. To ensure that a particular stage can only be pushed into a source or target connector, you can set the

Stage Affinity property to source ortarget.



QUESTION 94In your parallel job design you have selected a parallel shared container to be included. Which area of your jobdesign is required to be configured to use the parallel shared container?

A. List the jobs that will be allowed to use the container.B. Configure your job properties General tab "Allow Container" option to be True.C. Configure the job name reference the parallel shared container originates from.D. Configure the number of input and/or output links to support the parallel shared container.



QUESTION 95What two binding types are supported by Information Services Director (ISD) for a parallel job that is designedto be used as a service? (Choose two.)

A. EJBB. SQLC. HDFSD. SOAPE. STREAMS



QUESTION 96Modular development techniques should be used to maximize re-use of DataStage jobs and components.Which statement represents Modular Development techniques?

A. Job parameters should be used in Job Names.B. Hard code the Invocation ID to improve development process.C. Create a standard directory structure inside of the DataStage project directory for source and target files.D. Job parameterization allows a single job design to process similar logic instead of creating multiple copies

of the same job.



QUESTION 97You would like to run a particular processing job within a job sequence for each weekday. What two methodscould be used? (Choose two.)

A. Set the frequency property in the job scheduler to weekdays only.B. Add the job scheduler stage to the job sequence and set to weekdays only.C. Call a routine in the job sequencer that starts the processing job for each day you would like to process.D. Have a parameter set that contains the days of the week you would like to process and routine to parse the

days of the week contained in the"day" parameter.E. Start Loop and End Loop activity stages on the job sequencer canvas where you loop through the days and

pass a value for each day into thejob via parameter.



QUESTION 98When you run a parallel job, any error messages and warnings are written to the job log and can be viewedfrom the Director client. What message handler level is available?

A. stage levelB. record levelC. project levelD. parameter level



QUESTION 99Which two commands start a DataStage job named procRows in a project named DSProject. It also passes thevalue 200 to the numRows parameter. (Choose two.)

A. dsjob -run -paramfile numRows=200 DSProject procRowsB. dsjob -run -mode normal -param numRows=200 DSProject procRowsC. dsjob -run -mode validate -param numRows=200 DSProject procRowsD. dsjob -run -mode normal -paramfile numRows=200 DSProject procRowsE. dsjob -run -queue HighPriority -param numRows=200 DSProject procRows



QUESTION 100You have finished changes to many jobs and shared containers. You must export all of your changes andintegrate them into a test project with other objects. What is a way to select the objects you changed for theexport?

A. Sort the jobs by timestamp.B. Open Quick Find and select "Types to Find".C. Use Multiple Job Compile to locate objects that need to be compiled.D. Using the advanced find dialog, specify in the last modified panel, the date range of the jobs, and

appropriate user name.



QUESTION 101What two Information Server tools can be used to create deployment packages for DataStage jobs? (Choosetwo.)

A. istoolB. Information Server ConsoleC. Information Server ManagerD. InfoSphere Metadata Assset ManagerE. Information Server Web Console - Administration tab



QUESTION 102Two new columns have been deleted from a sequential file that a number of DataStage jobs write to. You haveimported a table definition for the changed file. How can you determine what jobs might be affected by thischange?

A. Select the new table definition, right-click, then click on the Where used command.B. Select the original table definition, right-click, then click on the Where used command.C. Select the original table definition, right-click, then click on the Find dependencies command.D. Select the new table definition, right-click, click on the Compare against command, then select original table

definition.



QUESTION 103A job using a one-node configuration file writes to a target Sequential File stage. The target Sequential Filestage has been set to write to three different sequential files. How many instances of the Sequential File stagewill run in parallel?

A. One.B. Two.C. Three.D. The job will abort, because a configuration file with at least three nodes is required.



QUESTION 104A job design consists of an input Sequential Files stage, a Sort stage, followed by a Transformer stage and anoutput Sequential File stage. In the input Sequential Files stage, the "Number of readers per node" property hasbeen set to 3. The job is run on an SMP machine with a configuration file defined with 3 nodes. The$APT_DISABLE_COMBINATION variable is set to True. How many player processes will this job generate?

A. 6B. 8C. 10D. 12



QUESTION 105A job using a three-node configuration file writes to a target Sequential File stage. The target Sequential Filestage has been set to write to two different sequential files. How many instances of the Sequential File stage

will run?

A. One instance.B. Two instances.C. Three instances.D. Four instances.



QUESTION 106What two computer system resources on the DataStage engine are monitored in the Operations Console?(Choose two.)

A. DiskB. CPUC. MemoryD. Scratch diskE. XMETA database



QUESTION 107Which job log message heading identifies the score in the job log?

A. OSH script ...B. main_program: orchgeneral: loadedC. main_program: Broadcasting score.D. main_program: This step has 3 datasets: ...



QUESTION 108Click the Exhibit button.

The job in the exhibit runs to successful completion with no warnings. However, a validation test identifies thatthe CUSTOMER_MASTER table is empty. You suspect the cause to be related to the NEW_CUSTOMERStable or a defect in the job. Examining runtime metadata may help you track down the problem. Which twoproduct features will help you isolate the cause of the problem? (Choose two.)

A. Director job monitor tool.B. Designer Performance Analyzer tool.C. Designer "Show performance statistics" option.D. The view data button in the target Connector stage.E. InfoSphere Metadata Asset Manager (IMAM) operational metadata reports.



QUESTION 109Which option is required to identify a particular job player processes?Which option is required to identify aparticular job? player processes?

A. Set $APT_DUMP_SCORE to true.B. Set $APT_PM_SHOW_PIDS to true.C. Log onto the server and issue the command "ps -ef | grep ds".D. Use the DataStage Director Job administration screen to display active player processes.




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