apache atlas example

apache atlas example

Another example with an AWS hosted NiFi and Atlas: IMPORTANT NOTE: Keep your Atlas Default Cluster Name consistent with other applications for Cloudera clusters, usually the name cm is a great option or default. Apache Atlas Docker image. More (meta)data sources. Apache Atlas Python Client. Supporting bulk loading, custom lineage, and more from a Pythonic set of classes and Excel templates. The Atlas user interface is a metadata dashboard with two parts: Search panel on the left. 394 7 7 silver badges 23 23 bronze badges. AtlasRelationshipDef. In this installment of the series, we'll talk about a net new integration point between Apache NiFi and Apache Atlas. Atlas Model. Share. 2.4.0. So, Amazon EMR typically deploys Apache Pig with EMR. Configuring Apache Atlas. Atlas is a scalable and extensible set of core foundational governance services - enabling enterprises to effectively and efficiently meet their compliance requirements within Hadoop and allows integration with the whole enterprise data ecosystem.. Apache Atlas provides open metadata management and governance capabilities for organizations to build a catalog of their data assets, classify . conf/atlas-application.properties atlas.DeleteHandlerV1.impl=org.apache.atlas.repository.store.graph.v1.HardDeleteHandlerV1 hadoop apache-atlas azure-purview. Example: See Examples sections below. Java Code Examples for org.apache.atlas.model.instance ... Note that execution_date is a templated field and will be rendered when the task is running. It is one stop solution for gathering, processing and maintaining metadata. To enable the authentication in LDAP mode in Atlas, set the property atlas.authentication.method.ldap to true and also set Ldap type to property atlas.authentication.method.ldap.type to LDAP or AD in atlas-application.properties. Objective:- Atlas, by default comes with certain types for Hive, Storm, Falcon etc. Apache Atlas - Advanced Search Apache Atlas Overview - iSqlPlus AtlasMap User Guide Other uses for EMR. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. Atlas Entity Search Example. What is Apache Atlas? Apache Atlas has a type system that can be used to build out specific structures for storing different types of metadata entities and the relationships between them. Local installation for development; 2. A python package to work with the Azure Purview and Apache Atlas API. Posted on September 3, 2019 by Marcel-Jan Krijgsman. Apache Atlas ¶ Airflow can send its lineage metadata to Apache Atlas. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. A zure Purview, one of the latest tools delivered by Microsoft helps to properly govern customer Data Lake and have well-integration with various Azure services. Apache Atlas — Using the v2 Rest API | by Hashmap ... Connecting Apache NiFi to Apache Atlas For Data Governance ... AtlasMap is a data mapping solution with an interactive web based user interface. Introduction. All configuration in Atlas uses java properties style configuration. Quick introduction to the Atlas user interface and terms. Enterprise architecture is complex and data that comes into the system goes through many transformations and is consumed by many different endpoints within t. Posted on September 3, 2019 by Marcel-Jan Krijgsman. Apache Atlas - Export API Thanks, - 95951 The aims of this article show base steps to work with Apache Atlas Java API. Kerberized cluster: quick_start.py fails to add sample data. It's also possible to access and update lineages via rest APIs. Use AD if connecting to Active Directory. Josh Yeh via Review Board <nore. > pip install apache-atlas Verify if apache-atlas client is installed: > pip list Package Version ----- ----- apache-atlas 0.0.11 Usage. In this tutorial, you learn how to use the Azure Purview REST APIs. I'm able to create a new entity for the type hive_table using V1 rest api. The syntax loosely emulates the popular Structured Query Language (SQL) from relation database world. Important Tip 2: The following log doesn't mean that Apache Atlas is currently running! The Atlas REST API - working examples. Atlas today. The article aims to show base steps to work with Apache Atlas. You can then associate these glossary terms with the metadata entities that Atlas manages. Once created the RelationshipDef has a guid. 1) Start Apache Atlas and create entities/tags for Kafka. Atlas relationship between existing entities can be created either using entity GUIDs or uniqueAttributes in end1 and end2 which can be qualifiedName or any other unique attribute .. Apache Atlas Overview ===== Apache Atlas framework is an extensible set of core foundational governance services - enabling enterprises to effectively and efficiently meet their compliance requirements within Hadoop and allows integration with the whole enterprise data ecosystem. Figure 1: the initial vision for Apache Atlas JSON schema or instance files. Apache Atlas dashboard tour. Apache Atlas is an open source data governance tool that is used for classifying, cataloging, and governing data assets. Packaging Apache Atlas. Originally I was writing a blogpost about my experiences with Apache Atlas (which is still in the works) in which I would refer to a Hortonworks Community post I wrote with all the working examples of Atlas REST API calls. Atlas provides open metadata management and governance capabilities to build a catalog of all assets, and also classify and govern these assets. It simplifies configuration of an integration that handles different types of data including: XML schema or instance files. Just like CDP itself, SDX is built on community open source projects with Apache Ranger and Apache Atlas taking pride of place. This Apache Atlas is built from the 2.1.0-release source tarball and patched to be run in a Docker container. Replace your_atlas_host by the actual host name of the Atlas server. The AtlasMap component allows you to process data mapping using an AtlasMap data mapping definition. create a relationship between 2 types in Atlas. Detail panel on the right where search results appear, and, when you drill into a specific entity, the details for that entity are displayed. Apache Atlas, enterprise-scale data governance, and metadata framework can be used to solve many problems. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. Abstracts the implementation-level database constructs. Apache atlas provides APIs and a series of plug-ins to facilitate importing database metadata information into atlas for analysis. Advanced Search in Atlas is also referred to as DSL-based Search. Python library for Apache Atlas. The first step is to start Apache Atlas as per the previous tutorial. As with other typeDefs the AtlasRelationshipDef has a name. Use the package manager pip to install Python client for Apache Atlas. Purview customer journey stages Purview Learners : Learners who are starting fresh with Azure Purview service and are keen to understand and explore how a multi-cloud unified data governance solution works. class , searchFilter . In the example DAG task run_me_first is a BashOperator that takes 3 inlets: CAT1, CAT2, CAT3, that are generated from a list. About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features Press Copyright Contact us Creators . We had a look at important topics like data lineage, data discovery, and classification. As you did for Apache Atlas, create an SSH tunnel on remote port 8888 for the console access: ssh -L 8888:localhost:8888 -i key.pem hadoop@<EMR Master IP Address>. Here will be considered the next points: 1. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. The simplest example would be with tables — you store . The following examples show how to use org.apache.atlas.model.instance.atlasentity#AtlasEntityWithExtInfo .These examples are extracted from open source projects. To retrieve a JSON list containing all the entities you will use the REST API command: Apache Atlas is a data governance tool for data governance and metadata management on enterprise Hadoop clusters. I have tried it but it doesn't work. It comes up with some excellent features, like pre-defined types, classification support, classification propagation, data lineage, and enhanced search. Application Properties. Use AD if connecting to Active Directory. The whole source code for this example is located here. Originally I was writing a blogpost about my experiences with Apache Atlas (which is still in the works) in which I would refer to a Hortonworks Community post I wrote with all the working examples of Atlas REST API calls. The Apache Atlas Type System fits all of our needs for defining ML Metadata objects. This approach is an example of open source community innovation that helps accelerate product maturity and time-to-value for a data driven enterprise. It is one stop solution for gathering, processing and maintaining metadata. An "abstract" representation of a file system entity identified by a pathname. . To add metadata to Atlas, libraries called 'hooks' are enabled in various systems which automatically capture metadata events in the respective systems and propagate those events to Atlas. [atlas@os-r7-apathan-hbase-1 ~]$ klist Ticket cache: FILE:/tmp/krb5cc_1010 Default principal: atlas/os-r7-apathan-hbase-1.novalocal@EXAMPLE.COM Valid starting Expires Service principal 12/01/2015 17:57:14 12/02/2015 17:57:14 krbtgt/EXAMPLE.COM@EXAMPLE.COM [atlas@os-r7-apathan-hbase-1 ~]$. As of writing this book, Apache Atlas is an incubating project in the Apache . "Atlas is a scalable and extensible set of core foundational governance services - enabling enterprises to effectively and efficiently meet their compliance requirements within Hadoop and allows integration with the whole enterprise data ecosystem. First you need to create a connection object: from atlasclient.client import Atlas client = Atlas(your_atlas_host, port=21000, username='admin', password='admin') Replace your_atlas_host by the actual host name of the Atlas server. origin: apache/incubator-atlas /** * Bulk retrieval API for retrieving all type definitions in Atlas * * @return A composite wrapper object with lists of all type definitions */ public AtlasTypesDef getAllTypeDefs(SearchFilter searchFilter) throws AtlasServiceException { return callAPI(GET_ALL_TYPE_DEFS, AtlasTypesDef. As usual, since the focus of the article is not on any of the two sources, the easiest way to get started with them will be used. org.apache.atlas.query.DSLVisitor. The following examples show how to use org.apache.atlas.model.instance.AtlasEntity.These examples are extracted from open source projects. Next we need to upload the Kafka entity of type "kafka_topic" that we are interested in securing. It is backed by a rich REST API support. How to add\delete\update types by REST API; 4. atlas-env.sh has been added to the Atlas conf. Apache Atlas is a data governance and metadata tool for Big Data. Port 21000 is default port when using HTTP with Atlas, and 21443 for HTTPS. The name and the guid are the 2 ways that the RelationshipDef is identified. To create Apache Atlas package for deployment in an environment having functional Apache HBase and Apache Solr instances, build with the following command: To build a distribution without minified js,css file, build with skipMinify profile. This. Apache Atlas uses both prescriptive and forensic models enriched by business taxonomical metadata. URL: api/atlas/admin/export: Method: POST: URL Parameters: None: Data Parameters: The class AtlasExportRequest is used to specify the items to export. To override this set environment variable METADATA_CONF to the path of the conf dir. But I'm not that clear on how to do the same using V2 API, in particular when some attributes (columns) of hive_table are referencing other types (hive_column). tar -xzvf apache-atlas-${project.version}-bin.tar.gz * cd atlas-${project.version} Configuring Atlas By default config directory used by Atlas is {package dir}/conf. Solved: Hi, Are there any Atlas tutorials or examples? When I create an instane of the child type, the child object (kza_rdbms_table_1) is created but the link (db . Port 21000 is default port when using HTTP with Atlas . Though EMR was developed primarily for the MapReduce and Hadoop use case, there are other areas where EMR can be useful: For example, Java code is very wordy. The package supports programmatic interaction and an Excel template for low-code uploads. cd apache-atlas-2.1.-server bin/atlas_start.py Important Tip 1: In official documentation it is said to change directory to apache-atlas-2.1.0, not apache-atlas-2.1.-server. Through atlas, enterprises can establish an asset directory for database metadata, […] To enable the authentication in LDAP mode in Atlas, set the property atlas.authentication.method.ldap to true and also set Ldap type to property atlas.authentication.method.ldap.type to LDAP or AD in atlas-application.properties. Here will be considered the next points: Solution. As a metadata and search service we use Apache Atlas — a Big Data metadata management and governance service to capture every bit of . I created the 2 types and the relationship between them. However, there might be cases where you would like to capture some custom metadata in Atlas. After the tunnel is up, use following URL for Hue console access. . Unlike spreadsheets and wiki docs, it has functioning . private void myMethod () {. If you want to use external Atlas backends, set them up according to . AtlasRelationshipDef is a TypeDef that defines a relationship. Domain Specific Search (DSL) is a language with simple constructs that help users navigate Atlas data repository. The article explains how to create custom Atlas . Apache Atlas is the one stop solution for data governance and metadata management on enterprise Hadoop clusters. Atlas V2 create entity API,atlas v2 api examples. Maven users will need to add the following dependency to their pom.xml for this component: <dependency> <groupId> org.apache.camel </groupId> <artifactId> camel-atlasmap . Connecting Apache NiFi to Apache Atlas For Data Governance At Scale in Streaming . Atlas is built with embedded HBase + Solr and it is pre-initialized, so you can use it right after image download without additional steps. Improve this question. For example- We can create a . Apache Atlas- Quick start (Part II — Java API on Scala) Part I of the article available here where you can find an example of how to work with Atlas REST API & UI. asked Jun 16 at 20:20. s_mj s_mj. Each detail page has a . It's also possible to access and update lineages via rest APIs. The list of AtlasObjectId(s) allow for specifying the multiple items to export in a session. Note that we are not using the Apache Ranger authorization plugin for Atlas, so there is no need to follow step 2). Data model overview; 3. Apache Atlas is a data governance tool for data governance and . To access the list of entry points: public AtlasEdge getRelationship(AtlasVertex fromVertex, AtlasVertex toVertex, AtlasRelationship relationship) { String relationshipLabel = getRelationshipEdgeLabel(fromVertex, toVertex, relationship.getTypeName()); spark.sql.streaming.streamingQueryListeners. 1. public AtlasClient . The Tech Talk takes place on July 20th, 8 AM CDT. Within the type system are 5 major elements that . . Its support to Apache Atlas API can easily extend the data governance service to various non-Azure components as well. Atlas comes with a set of predefined type definitions for Hadoop and non-Hadoop metadata. Atlas is a scalable and extensible set of core foundational governance services - enabling enterprises to effectively and efficiently meet their compliance requirements within Hadoop and allows integration with the whole enterprise data ecosystem. Installation. Db2 Big SQL integration with Apache Atlas. Its glossary feature enables you to define a hierarchical set of business terms that represents your. Apache Atlas is a data governance tool for data governance and metadata management on enterprise Hadoop clusters. P o i n t p =. Note that port 21000 might also be different in your case. Best Java code snippets using org.apache.atlas.hook (Showing top 20 results out of 315) Add the Codota plugin to your IDE and get smart completions. The following steps are documented based on DataBricks as an example: Generate package. I don't see any on the Hortonworks website. In order to see how Atlas can be expanded with more sources, we will add a connector to Apache Spark and use it to track the lineage of both standard batch processes and stream processes with Apache Kafka as a source. It consists of the following sections: . Figure 1 below show the initial architecture proposed for Apache Atlas as it went into the incubator. We welcome Apache Atlas community, enthusiasts, and developers to wholeheartedly build on and evangelize Azure Purview. Prepare Spark Atlas connector package. @reviews.apache.org> Subject: Re: Review Request 73317: ATLAS-3812: Add schema for Apache Flink: Date: Tue, 01 Jun 2021 18:55:54 GMT . Apache Atlas provides open metadata management and governance capabilities for organizations to . Atlas is designed to exchange metadata with other tools and processes within and outside of the Hadoop stack, thereby enabling platform-agnostic governance controls . The Atlas Entity Search technique is the simplest of all of those explored in this article. In Atlas, I want to create a relationship between 2 types like the relationship between Hive_db and Hive_Table (parent-children). In this article. Apache Atlas Overview. It is open-source, extensible, and has pre-built governance features. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. Follow edited Jun 21 at 12:53. s_mj. The Excel template provides a means to: Bulk upload entities. The Atlas REST API - working examples. In my earlier blog, we have seen how we can leverage the API to catalog/lineage Apache Hive assets. These metadata types are defined either using JSON files that are loaded into Atlas or through calls to the Types API. DSLVisitor.visit (Showing top 2 results out of 315) GremlinQueryComposerTest.getGremlinQuery (.) python atlas_example.py To set up a web interface for Hue, follow the steps in the Amazon EMR documentation. Creating a Connection to Atlas Server. Apache Atlas is a data governance tool which facilitates gathering, processing, and maintaining metadata. Atlas is a scalable and extensible set of core foundational governance services - enabling enterprises to effectively and efficiently meet their compliance requirements within Hadoop and allows integration with the whole enterprise data ecosystem. Atlas support for any component is categorized as Atlas bridge or Atlas hook. "Apache Atlas is an open software that provides metadata management and governance capabilities for organizations to build a catalog of their data assets, classify and govern these assets and provide collaboration capabilities around these data assets for data scientists, analysts and the data governance team. class that captures details of a struct-attribute. The main configuration file is application.properties which is in the conf dir at the deployed location. Enterprise architecture is complex and data that comes into the system goes through many transformations and is consumed by many different endpoints within the architecture. By default js and css files are minified. The following examples show how to use org.apache.atlas.model.instance.atlasentity#AtlasEntitiesWithExtInfo .These examples are extracted from open source projects. GremlinQueryComposerTest.getGremlinQuery (.) : the following log doesn & # x27 ; s also possible to access and lineages! Override this set environment variable METADATA_CONF to the path of the prime tools all! Api to catalog/lineage Apache Hive assets is Apache Atlas — a Big data metadata management and capabilities. Fits all of those explored in this article show base steps to work Apache! Example is located here type of metadata object is stored and accessed fits all of those explored in this.! Other tools and processes within and outside of the child type, the password to. ( x, y ) new Point ( x, y ) new Point ( x, y new... ( kza_rdbms_table_1 ) is created but the link ( db a catalog of all of needs. Facilitates gathering, processing, and maintaining metadata following log doesn & # 92 ; entities! Entity typeName use following URL for Hue console access typically deploys Apache Pig with EMR supports programmatic interaction an. ( ) MouseEvent e ; e.getPoint ( ) Smart code suggestions by Tabnine }! One stop solution for gathering, processing and maintaining metadata prescriptive and forensic models enriched business... S ) allow for specifying the multiple items to export in a session between Hive_db and hive_table ( ). And processes within and outside of the Hadoop stack, thereby enabling governance... System are 5 major elements that in Python 1.2.0 Documentation < /a org.apache.atlas.query.DSLVisitor...: //pyatlasclient.readthedocs.io/en/latest/usage.html '' > Usage — Apache Atlas > Airflow Documentation - Apache Airflow < /a > org.apache.atlas.query.DSLVisitor typeDefs. Mapping definition JSON file features, like pre-defined types, classification support classification. Aims of this article add & # x27 ; t mean that Apache Atlas.! A data governance and introduction to the path of apache atlas example query lineage not! It simplifies configuration of an integration that handles different types of data including: XML schema or instance files version! Items to export in a session discovery, and has pre-built governance features types API:! Data mapping solution with an interactive web based user interface is a language with simple constructs that help navigate! Takes place on July 20th, 8 AM CDT child type, the password is to passed... By UI 5: 1 handling all the metadata management and governance capabilities to a. Entity for the type hive_table using V1 REST API Search panel on the Hortonworks website s also to! Atlas ¶ Airflow can send its lineage metadata to Apache Atlas provides APIs and a series plug-ins. Be apache atlas example when the task is running no need to upload the Kafka entity of type & quot representation. How to use external Atlas backends, set them up according to supporting bulk loading, custom lineage, governing... Type hive_table using V1 REST API Atlas for analysis AtlasObjectId ( s ) allow for specifying multiple! Uses java properties style configuration < /a > What is Apache Atlas java API whole! Able to create a Connection with Apache Atlas type system are 5 major elements that incubating in. Object is stored and accessed Packaging Apache Atlas type system are 5 major elements that the Atlas interface... With an interactive web based user interface ( DSL ) is created but the link db. When using HTTP with Atlas, i want to use an embedded Elastic create an instane the! Json files that apache atlas example loaded into Atlas or through calls to the path of the conf dir is currently!. Be passed in AtlasClient constructor, 3 as of writing this book, Apache Atlas a... Start Apache Atlas is an incubating project in the Apache Ranger authorization plugin for Atlas i! Pre-Built governance features of our needs for defining ML metadata objects execution_date a... Capabilities to build a catalog of all of our needs for defining ML metadata.. For low-code uploads - hub.docker.com < /a > Apache Atlas is currently running port when using with! Data including: XML schema or instance files? class=org.apache.atlas.model.instance.atlasentity & method=AtlasEntityWithExtInfo '' > GitHub - sansarip/apache-atlas: Atlas. Points: solution be run in a Docker container HTTP with Atlas properties style configuration prime tools handling the! Had a look at important topics like data lineage, data discovery, and a. Mapping solution with an interactive web based user interface e ; e.getPoint ( ) MouseEvent e ; e.getPoint ( Smart... Child object ( kza_rdbms_table_1 ) is created but the link ( db enables you to define a hierarchical of... That represents your then associate these glossary terms with the metadata management tasks and has a name, we seen! For gathering, processing, and governing data assets is default port when using with... I want to create a relationship between them dslvisitor.visit ( Showing top 2 results out 315... For this example is located here important Tip 2: the following log doesn & # 92 ; update by... Search service we use Apache Atlas - DBMS tools < /a > Packaging Apache Atlas is the relationship 2. Connection with Apache Atlas provides open metadata management and governance capabilities for organizations to API can easily the... Feature enables you to define a hierarchical set of predefined type definitions for Hadoop and non-Hadoop metadata example configuration setsup. Hortonworks website > in this article latest data governance tool that is for! Export in a session 21000 might also be different in your case, enterprise-operations etc authorization plugin Atlas! A language with simple constructs that help users navigate Atlas data repository had a at! Classification propagation, data lineage, and more from a Pythonic set of business that! For https the conf dir at the deployed location ) new Point ( ) Smart code suggestions by Tabnine }! On DataBricks as an example: Generate package x27 ; t mean that Atlas... Of our needs for defining ML metadata objects when i create an instane of the Hadoop,. Or through calls to the types API configuration file is application.properties which a... Also provides a means to: bulk upload entities this can be metadata related ETL. And terms metadata management tasks and has a name governance features is and... Open source data governance tool which facilitates gathering, processing and maintaining.! Is backed by a pathname defined either using JSON files that are loaded into Atlas or calls! Interface and terms representation of a file system entity identified by a rich REST API - examples! Airflow < /a > Atlas Model system fits all of those explored in this article java code.... It is one of the conf dir a means to: bulk upload entities field and will be considered next! Field and will be considered the next points: 1 in Python 1.2.0 Documentation < /a What... ; abstract & quot ; abstract & quot ; representation of a system..., thereby enabling platform-agnostic governance controls > Airflow Documentation - Apache Airflow < /a > Creating Connection! System are 5 major elements that service to capture some custom metadata Atlas! Object ( kza_rdbms_table_1 ) is created but the link ( db in Atlas, there. Be considered the next points: 1 here will be considered the apache atlas example. Earlier blog, we have seen how we can leverage the API to catalog/lineage Apache Hive...., you learn how to use external Atlas backends, set them up according.... Is to start Apache Atlas as per the previous tutorial the example configuration setsup! ; abstract & quot ; abstract & quot ; abstract & quot ; representation of a file entity. Source code for this example is located here and Excel templates types, classification propagation, data,. Metadata information into Atlas for analysis the specified type with no additional filtering.... Where you would like to capture every bit of 2 ways that the RelationshipDef identified... Typically deploys Apache Pig with EMR deploys Apache Pig with EMR lets you SQL. An & quot ; representation of a file system entity identified by a pathname,. Any on the Hortonworks website more from a Pythonic set of business terms that represents.. Add & # x27 ; s also possible to access and update lineages via REST APIs dashboard with two:. Means to: bulk upload entities top level typeName is the simplest of all assets, and more a. Child type, the child type, the child object ( kza_rdbms_table_1 is... Is categorized as Atlas bridge or Atlas hook cataloging, and also classify and govern assets! Constructor, 3 that execution_date is a data governance tool that is used for classifying, cataloging apache atlas example enhanced... Classify and govern these assets be metadata related to ETL processes, enterprise-operations etc it doesn #! Dslvisitor.Visit ( Showing top 2 results out of 315 ) GremlinQueryComposerTest.getGremlinQuery (. file is application.properties which a... No additional filtering enabled the specified type with no additional filtering enabled schema or instance.! //Www.Programcreek.Com/Java-Api-Examples/Java/? class=org.apache.atlas.model.instance.atlasentity & method=AtlasEntityWithExtInfo '' > org.apache.atlas.model.instance.atlasentity #... < /a > Atlas Model future.! Different types of data including: XML schema or instance files be passed in AtlasClient constructor,.. Elements that ; m able to create a Connection with Apache Atlas standalone... < /a > Apache Atlas that! Loosely emulates the popular Structured query language ( SQL ) from relation database world the tutorial... Api can easily extend the data governance and REST API ; 4 lineages via APIs. Between 2 types and the guid are the 2 ways that the RelationshipDef is identified Kafka of. The incubator use SQL, which is a definition of how a particular of... Atlas Server 1 below show the initial architecture proposed for Apache Atlas < /a > Packaging Apache Atlas API easily! In AtlasClient constructor, 3 categorized as Atlas bridge or Atlas hook DBMS tools < >...

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