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								# WhereHows [](https://travis-ci.org/linkedin/WhereHows) [](https://github.com/linkedin/WhereHows/releases) [](https://gitter.im/wherehows) [](https://github.com/LinkedIn/Wherehows/wiki/Contributing)
 
							 
						 
					
						
							
								
									
										
										
										
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								WhereHows is a data discovery and lineage tool built at LinkedIn. It integrates with all the major data processing systems and collects both catalog and operational metadata from them.
							 
						 
					
						
							
								
									
										
										
										
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								Within the central metadata repository, WhereHows curates, associates, and surfaces the metadata information through two interfaces:
							 
						 
					
						
							
								
									
										
										
										
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								*  a web application that enables data &  linage discovery, and community collaboration
							 
						 
					
						
							
								
									
										
										
										
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								*  an API endpoint that empowers automation of data processes/applications
							 
						 
					
						
							
								
									
										
										
										
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								WhereHows serves as the single platform that:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								*  links data objects with people and processes
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								*  enables crowdsourcing for data knowledge
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								*  provides data governance and provenance based on ownership and lineage
							 
						 
					
						
							
								
									
										
										
										
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								## Who Uses WhereHows?
 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								Here is a list of companies known to use WhereHows. Let us know if we missed your company!
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								*  [LinkedIn ](http://www.linkedin.com )
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								*  [Overstock.com ](http://www.overstock.com )
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								*  [Fitbit ](http://www.fitbit.com )
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								*  [Carbonite ](https://www.carbonite.com )
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								## How Is WhereHows Used?
 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								How WhereHows is used inside of LinkedIn and other potential [use cases][USE].
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								## Documentation
 
							 
						 
					
						
							
								
									
										
										
										
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								The detailed information can be found in the [Wiki][wiki]
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								## Examples in VM (Deprecated)
 
							 
						 
					
						
							
								
									
										
										
										
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								There is a pre-built vmware image (about 11GB) to quickly demonstrate the functionality of WhereHows. Check out the [VM Guide][VM]
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								## WhereHows Docker
 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								Docker can provide configuration free dev/production setup quickly, please check out [Docker Getting Start Guide ](https://github.com/linkedin/WhereHows/tree/master/wherehows-docker/README.md )
							 
						 
					
						
							
								
									
										
										
										
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								## Getting Started
 
							 
						 
					
						
							
								
									
										
										
										
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								New to Wherehows? Check out the [Getting Started Guide][GS]
							 
						 
					
						
							
								
									
										
										
										
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								### Preparation
 
							 
						 
					
						
							
								
									
										
										
										
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								First, please [setup the metadata repository][DB] in MySQL.
							 
						 
					
						
							
								
									
										
										
										
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								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								CREATE DATABASE wherehows
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  DEFAULT CHARACTER SET utf8
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  DEFAULT COLLATE utf8_general_ci;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								CREATE USER 'wherehows';
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								SET PASSWORD FOR 'wherehows' = PASSWORD('wherehows');
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								GRANT ALL ON wherehows.* TO 'wherehows'
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								Execute the [DDL files][DDL] to create the required repository tables in **wherehows**  database.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								### Build
 
							 
						 
					
						
							
								
									
										
										
										
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								1.  Get the source code: ```git clone https://github.com/linkedin/WhereHows.git` ``
							 
						 
					
						
							
								
									
										
										
										
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								2.  Put a few 3rd-party jar files to **wherehows-etl/extralibs**  directory. Some of these jar files may not be available in Maven Central or Artifactory. See [the download instrucitons][EXJAR] for more detail. ```cd WhereHows/wherehows-etl/extralibs` ``
							 
						 
					
						
							
								
									
										
										
										
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								3.  From the **WhereHows**  root directory and build all the modules: ```./gradlew build` ``
							 
						 
					
						
							
								
									
										
										
										
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								4.  Start the metadata ETL and API service: ```./gradlew wherehows-backend:runPlayBinary` ``
							 
						 
					
						
							
								
									
										
										
										
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								5.  In a new terminal, start the web front-end: ```./gradlew wherehows-frontend:runPlayBinary` ``. The WhereHows UI is available at http://localhost:9001 by default. You can change the port number by editing the value of ` ``project.ext.httpPort` `` in ` ``wherehows-frontend/build.gradle` ``.
							 
						 
					
						
							
								
									
										
										
										
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								## Roadmap
 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								Check out the current [roadmap][RM] for WhereHows.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								## Contribute
 
							 
						 
					
						
							
								
									
										
										
										
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								Want to contribute? Check out the [Contributors Guide][CON]
							 
						 
					
						
							
								
									
										
										
										
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								## Community
 
							 
						 
					
						
							
								
									
										
										
										
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								Want help? Check out the [Gitter chat room][GITTER] and [Google Groups][LIST]
							 
						 
					
						
							
								
									
										
										
										
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								[wiki]: https://github.com/LinkedIn/Wherehows/wiki
							 
						 
					
						
							
								
									
										
										
										
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								[GS]: https://github.com/linkedin/WhereHows/blob/master/wherehows-docs/getting-started.md
							 
						 
					
						
							
								
									
										
										
										
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								[CON]: https://github.com/linkedin/WhereHows/blob/master/wherehows-docs/contributing.md
							 
						 
					
						
							
								
									
										
										
										
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								[USE]: https://github.com/linkedin/WhereHows/blob/master/wherehows-docs/use-cases.md
							 
						 
					
						
							
								
									
										
										
										
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								[RM]: https://github.com/linkedin/WhereHows/blob/master/wherehows-docs/roadmap.md
							 
						 
					
						
							
								
									
										
										
										
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								[VM]: https://github.com/LinkedIn/Wherehows/wiki/Quick-Start-With-VM
							 
						 
					
						
							
								
									
										
										
										
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								[EXJAR]: https://github.com/linkedin/WhereHows/tree/master/wherehows-etl/extralibs
							 
						 
					
						
							
								
									
										
										
										
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								[DDL]: https://github.com/linkedin/WhereHows/tree/master/wherehows-data-model/DDL
							 
						 
					
						
							
								
									
										
										
										
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								[DB]: https://github.com/linkedin/WhereHows/blob/master/wherehows-docs/getting-started.md#database -setup
							 
						 
					
						
							
								
									
										
										
										
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								[LIST]: https://groups.google.com/forum/#!forum/wherehows
							 
						 
					
						
							
								
									
										
										
										
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								[GITTER]: https://gitter.im/wherehows