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keywords=Data sorting Data merging Sorting and merging Data sorting techniques Data merging methods sort tools ETL sort syncsort cosort ahlsort nsort ordinal sort sort utilities sort/merge sort-merge sort products sort vendors sorting software unix sort sort benchmark;
description=Since 1978, CoSort has remained the world s fastest commercial sort/merge package off the mainframe, and continues to reliably manipulate big data in mission-critical COBOL, DB, DW, BI, and test data jobs running on Linux, Unix and Windows.;

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Text of the page (random words):
workbench faqs eclipse facilities voracity gui cosort gui fact gui fieldshield gui darkshield gui nextform gui rowgen gui free trial demo quote feature matrix trial t cs free trial live demo quote request contact customers industries overview bfsi cdi ecommerce energy government healthcare retail cpg telco cable transport case studies testimonials user roles bi analyst data scientist dba overview cio it manager etl solution architect compliance officer programmer isv legacy tools user groups surveys data masking qualifiers it needs user review webinars payment portal services professional services product training iri hq training on site training self directed learning certification certification voracity certification cosort certification fact certification nextform certification fieldshield certification cellshield ee certification darkshield certification rowgen certification technical support company about iri differentiation history location management mission outreach recognition history 1970s 1980s 1990s 2000s 2010s 2020s careers account manager channel manager marketing manager software developer support engineer internships contact us legal notices copyright trademarks disclaimer code of conduct privacy policy faqs support data education center self learning support request license transfers news press releases newsletters partners expert consultants big data cloud dw bi data masking legacy migration test data industry alliances international resellers embed opportunities solutions bi analytics ai ai data preparation embedded bi knime integration splunk integrations cloud dashboard data wrangling big data big data packaging big data protection big data provisioning structured data semi unstructured data with out hadoop use cases iot bootcamp data governance data masking data quality test data forensics rbacs stewardship cobit enterprise metadata management master data management data integration build new etl speed your etl re platform your etl etl performance optimization fast easy iri etl tools etl beyond data masking auditing cpra ccpa ccmc dlp ferpa gdpr india dpdp act hipaa pci dss data masking as a service static data masking dynamic data masking real time data masking test data tdm data migration data type conversion file format conversion database migration data replication data transformation aggregate cross calculate custom transforms formats keys lookup match join pivot unpivot re map reformat scrub cleanse select filter sort merge substrings type convert db operations cassandra db2 mongodb mysql mariadb oracle postgresql sap hana snowflake sql server sybase teradata metadata mdm metadata metadata management master data mdm quality security services sort replacements bin sort jcl sort micro focus cobol natural sas unikix test data benchmarking compliance db test data db subsetting devops test files reports test data virtualization tdaas products iri data manager suite iri data protector suite iri ripcurrent iri voracity platform overview features benefits technical details gui platforms pricing why it s better voracity faqs resources iri cosort transformation overview features benefits technical details gui platforms pricing why it s better cosort faqs resources sortcl program sortcl metadata cobol tools sort plugins apis iri fact extraction overview features benefits technical details gui platforms pricing why it s better fact faqs resources iri nextform migration overview features benefits technical details gui platforms pricing why it s better nextform faqs resources iri rowgen test data overview features benefits technical details gui platforms pricing why it s better rowgen faqs resources iri fieldshield masking overview features benefits technical details gui platforms pricing why it s better fieldshield faqs resources iri cellshield excel cellshield personal edition pe add in cellshield ee cellshield faqs iri darkshield dark data overview features benefits technical details gui platforms pricing why it s better darkshield faqs resources iri workbench gui overview data sources discover data design run jobs edit share projects workbench faqs eclipse facilities voracity gui cosort gui fact gui fieldshield gui darkshield gui nextform gui rowgen gui free trial demo quote feature matrix trial t cs free trial live demo quote request contact customers industries overview bfsi cdi ecommerce energy government healthcare retail cpg telco cable transport case studies testimonials user roles bi analyst data scientist dba overview cio it manager etl solution architect compliance officer programmer isv legacy tools user groups surveys data masking qualifiers it needs user review webinars payment portal services professional services product training iri hq training on site training self directed learning certification certification voracity certification cosort certification fact certification nextform certification fieldshield certification cellshield ee certification darkshield certification rowgen certification technical support company about iri differentiation history location management mission outreach recognition history 1970s 1980s 1990s 2000s 2010s 2020s careers account manager channel manager marketing manager software developer support engineer internships contact us legal notices copyright trademarks disclaimer code of conduct privacy policy faqs support data education center self learning support request license transfers news press releases newsletters partners expert consultants big data cloud dw bi data masking legacy migration test data industry alliances international resellers embed opportunities solutions bi analytics ai ai data preparation embedded bi knime integration splunk integrations cloud dashboard data wrangling big data big data packaging big data protection big data provisioning structured data semi unstructured data with out hadoop use cases iot bootcamp data governance data masking data quality test data forensics rbacs stewardship cobit enterprise metadata management master data management data integration build new etl speed your etl re platform your etl etl performance optimization fast easy iri etl tools etl beyond data masking auditing cpra ccpa ccmc dlp ferpa gdpr india dpdp act hipaa pci dss data masking as a service static data masking dynamic data masking real time data masking test data tdm data migration data type conversion file format conversion database migration data replication data transformation aggregate cross calculate custom transforms formats keys lookup match join pivot unpivot re map reformat scrub cleanse select filter sort merge substrings type convert db operations cassandra db2 mongodb mysql mariadb oracle postgresql sap hana snowflake sql server sybase teradata metadata mdm metadata metadata management master data mdm quality security services sort replacements bin sort jcl sort micro focus cobol natural sas unikix test data benchmarking compliance db test data db subsetting devops test files reports test data virtualization tdaas products iri data manager suite iri data protector suite iri ripcurrent iri voracity platform overview features benefits technical details gui platforms pricing why it s better voracity faqs resources iri cosort transformation overview features benefits technical details gui platforms pricing why it s better cosort faqs resources sortcl program sortcl metadata cobol tools sort plugins apis iri fact extraction overview features benefits technical details gui platforms pricing why it s better fact faqs resources iri nextform migration overview features benefits technical details gui platforms pricing why it s better nextform faqs resources iri rowgen test data overview features benefits technical details gui platforms pricing why it s better rowgen faqs resources iri fieldshield masking overview features benefits technical details gui platforms pricing why it s better fieldshield faqs resources iri cellshield excel cellshield personal edition pe add in cellshield ee cellshield faqs iri darkshield dark data overview features benefits technical details gui platforms pricing why it s better darkshield faqs resources iri workbench gui overview data sources discover data design run jobs edit share projects workbench faqs eclipse facilities voracity gui cosort gui fact gui fieldshield gui darkshield gui nextform gui rowgen gui free trial demo quote feature matrix trial t cs free trial live demo quote request contact customers industries overview bfsi cdi ecommerce energy government healthcare retail cpg telco cable transport case studies testimonials user roles bi analyst data scientist dba overview cio it manager etl solution architect compliance officer programmer isv legacy tools user groups surveys data masking qualifiers it needs user review webinars payment portal services professional services product training iri hq training on site training self directed learning certification certification voracity certification cosort certification fact certification nextform certification fieldshield certification cellshield ee certification darkshield certification rowgen certification technical support company about iri differentiation history location management mission outreach recognition history 1970s 1980s 1990s 2000s 2010s 2020s careers account manager channel manager marketing manager software developer support engineer internships contact us legal notices copyright trademarks disclaimer code of conduct privacy policy faqs support data education center self learning support request license transfers news press releases newsletters partners expert consultants big data cloud dw bi data masking legacy migration test data industry alliances international resellers embed opportunities sort merge utility operations fast sorting and merging of big structured data next steps home solutions data transformation sort merge quick links bi analytics ai ai data preparation embedded bi report functions format options change data capture cdi segmentation clickstream analytics slowly changing dimensions knime integration splunk integrations cloud dashboard data wrangling business objects cognos cubeware datadog excel idashboards knime microstrategy obiee dv power bi qlikview r splunk spotfire tableau big data big data packaging big data protection big data provisioning structured data semi unstructured data with out hadoop use cases iot bootcamp data governance data masking data quality test data forensics rbacs stewardship cobit enterprise metadata management master data management dgaas data integration build new etl speed your etl re platform your etl etl performance optimization datastage eti solution informatica owb odi pentaho talend others fast easy iri etl tools discover design extend deploy support flat file etl elt etl beyond analytics change data capture data quality federation pii masking mdm migration slowly changing dimensions ipaas data masking auditing cpra ccpa ccmc dlp ferpa gdpr india dpdp act hipaa classify find phi encrypt obfuscate more risk score generalize services pci dss data masking as a service static data masking anonymize custom encode encrypt algorithms fpe hashing key management hash pseudonymize randomize redact data scrambling twiddle shift tokenize dynamic data masking real time data masking test data tdm data migration data type conversion alphabetic date time multi byte numeric endianness file format conversion asn 1 cdrs clf elf csv excel json ldif ls rs vs mf isam mfvl text vb vision vsam free nextform lite xml database migration data replication data transformation aggregate cross calculate custom transforms formats keys lookup match join pivot unpivot re map reformat scrub cleanse select filter sort merge substrings type convert db operations db2 cassandra elasticsearch mongodb mysql mariadb oracle postgresql sap hana snowflake sql server sybase teradata metadata mdm metadata metadata management master data mdm quality security services sort replacements bin sort jcl sort micro focus cobol natural sas unikix test data benchmarking compliance db test data db subsetting devops test files reports test data virtualization tdaas overview aggregate cross calculate custom transforms formats keys lookup match join pivot unpivot data remapping scrub cleanse select filter sort merge substrings type convert challenges data sorting and merging remain critical components of data processing these tasks are part of database load index and query search operations data warehouse sort join and aggregate transformations etl jobs reporting analytical and testing environments but as data source sizes increase from hundreds of megabytes into terabyte levels and beyond sorting can place an exponential demand on computing resources most standalone data sorting tools and techniques as well as many data merging methods simply cannot scale to meet the demands of big data the sort functions in databases etl and bi reporting tools operating systems and compilers are just not designed for big data either meanwhile legacy sort merge utilities are expensive to operate use cryptic jcl syntax and are functionally limited this chart summarizes some of the problems found in the high volume sort tool market robustness issues management concerns sort speed and scalability in volume sorting and related functionality data and file type support gui and or parm syntax simplicity event monitoring and debugging logging and metadata frameworks performance tuning and logging pricing and licensing models plug in compatibility or parm conversion accuracy technical support speed third party hardware and software interoperability vendor capabilities and compability implementation paradigm skills gap e g hadoop maintenance costs solutions as the volume of data grows so grows the value of iri cosort cosort was the world s first commercial sort merge software package for use on open systems and since 1978 remained the leader in commercial grade sorting and a proven unix file sort utility windows sort program etl bi and db sort verb alternative mainframe jcl sort merge replacement with state of the art performance industry leading functionality and the most familiar intuitive user interfaces and without forcing its users to buy more hardware hadoop in memory dbs or appliances to get big data jobs done cosort will sort any number size and type of structured fields keys records and files including mainframe binary ip addresses multi byte asian characters unicode and so on the cosort engine scales linearly in volume and allows granular tuning of cpu memory disk and related resources multiple gigabytes sort in seconds on multi cpu servers 127 268 900 rows 405 bytes row 51 5gb input file cosort total job time w 20 byte sort key 131 seconds 2m 11s platform x86 linux development server using 32 of 64 cores cosort can also replace or convert third party sort functions with proven libraries tools or services saving time and money in batch operations and ...