Kafka connect elasticsearch transforms For Aug 17, 2023 · 一. ") it is possible to filter out records with null keys using this jmespath plugin together with org. requests=5 transforms. Has anyone tested this out? From what I see in the doc I used connection. Here is what I have done so far: Step 1 - Deploy Elasticsearch in Kubernetes (succeed) May 16, 2020 · Let’s start the tutorial. password= connector. public. All The purpose of the Elasticsearch connector is to push events from Apache Kafka into an Elasticsearch index. You can use predicates in a transformation chain and, when combined with the Kafka Connect Filter (Kafka) SMT Usage Reference for Confluent Cloud, predicates can conditionally filter out specific records. ZooKeeper and Kafka would typically store their data locally inside the containers, which would require you to Sep 3, 2020 · Step 3 Run MySQL. Dec 24, 2024 · Kafka Connect is a tool for scalably and reliably streaming data between Apache Kafka and other systems. It is able to create index and pushes the data but the problem is the index gets created Dec 25, 2024 · 使用 Kafka Connect 要实现 Kafka Connect,我们将 kafka-connect 服务添加到我们的 Docker Compose 设置中。此配置的一个关键部分是安装 Elasticsearch 连接器,它将处理数据索引。 配置服务并创建 Kafka Connect 容器后,将需要一个 Elasticsearch 连接器 Mar 3, 2021 · 文章浏览阅读768次。本文介绍了如何使用Kafka Connect将数据从PostgreSQL同步到Elasticsearch,包括下载Elasticsearch插件,配置连接器,设置数据转换,以及验证数据同步的过程。在配置过程中强调了关键参数的设定,如`key. It allows you to store the Kafka messages in elasticsearch with the help of elasticsearch sink connector using Sep 6, 2021 · Kafka Topic 导入ESConnector 全局配置 Connector Sink 配置 ES Sink 官方参考 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 {"connector. Data can be transform and convert into desire format through the transformation and Using your favorite HTTP client (cURL, Postman, Insomnia, ), create the PostgreSQL source connector by making a call to the Apache Kafka Connect REST API. Thanks for the information @murali-krishnamoorthy. You can use Kafka Oct 10, 2016 · I am using Kafka Connect to write logs into an Elasticsearch index. Reload to refresh your session. If set to true, the document ID is Jun 1, 2021 · Hi, I am new to Kafka but I managed to setup an instance of Kafka on my local machine. ignore`和`transforms`,并吐槽 Jan 27, 2020 · You signed in with another tab or window. In this article, we will stream the data changes from Postgres into ElasticSearch using Debezium, Kafka. Contribute to Anant/example-kafka-connect-SMT-remove-null-fields development by creating an account on GitHub. I'd suggest trying to build the latest off The Elasticsearch sink connector takes data from Kafka Connect, and using the Elasticsearch APIs, writes the data to Elasticsearch are the next piece of the puzzle and it is important to understand them to help you avoid common pitfalls with Kafka Connect. I have setup confluentinc-kafka-connect-elasticsearch-11. now, I want to change the target index name in ES, I’m following this video but Index is created with the default topic name in ES. password: sink Elasticsearch parameters collected in the prerequisite phase. It writes data from a topic in Kafka to an index in Elasticsearch. Open a Terminal or Command Prompt. Built using maven. You can use predicates in a transformation chain and, when combined with the Kafka Connect Filter (Kafka) SMT Usage Reference for Confluent Cloud or Confluent Platform, predicates can conditionally filter out Aug 11, 2020 · 作者:刘宇。一、安装zookeeper1、解压zookeeper的tar包2、创建zookeeper所使用到的文件夹3、修改zookeeper配置文件4、添加zookeeper唯一标识二、安装kafka1、解压2、修改配置文件3、后台启动kafka三、安 Mar 22, 2020 · My data pipeline is from mysql to es. Jan 4, 2024 · For a Kafka message which looks like below: “messageId”: “my-message-id”, “senderReferenceNumber”: “my-source-nbr”, “account”: { “accountNumber”: “my-account-nbr” } When I tried configuring sink connector to get all records with field account. ElasticSearch and related connector configurations: 8. I have one process which adds a message into a topic once per second. Confluent Cloud fully-managed connectors can be configured with one or more single message transforms (SMTs) to make simple and Nov 14, 2018 · Kafka Connect is part of Apache Kafka ®, providing streaming integration between data stores and Kafka. The current cfg mapping is topicname -> indexname (auto infer ES mapping) What I need is something like that topicname -> indexname-YYYYMMDD (template mapping indexname-* ) it is a sort of dai Nov 22, 2017 · Hi, with a cfg like this one topic. Feb 9, 2021 · type. password Will this work? Any insight will be great. SMTs transform outbound messages before they are sent to a sink connector. Jul 5, 2022 · Kafka Connect is an integration tool that is released with the Apache Kafka project. You signed in with another tab or window. Apr 27, 2020 · 1、kafka同步到Elasticsearch方式?目前已知常用的方式有四种: 1)logstash_input_kafka插件; 缺点:不稳定(ES中文社区讨论) 2)spark stream同步; 缺点:太庞大 3)kafka connector同步; 4)自写程序读取、解析、写入 本文主要基于kafka connector实现kafka到Elasticsearch全量、增量同 Oct 10, 2024 · Kafka Connect Elasticsearch连接器 kafka-connect-elasticsearch是一个用于在Kafka和Elasticsearch之间复制数据。发展 要构建开发版本,您需要Kafka的最新版本。您可以使用标准生命周期阶段,使用Maven构建kafka-connect-elasticsearch。贡献 源 Mar 2, 2025 · Predicates¶. It writes data from a topic in Kafka to an index in Elasticsearch and all data for a topic have the same type. Mar 7, 2025 · Discover 200+ expert-built Apache Kafka connectors for seamless, real-time data streaming and integration. name=phoenix_service transforms : Daily transforms. You can take data you’ve stored in Kafka and stream it into Elasticsearch to then be used for log analysis or full Jan 31, 2019 · I have setup streaming from Mysql source to ES sink (version: confluent 5. They can drop a field, rename a field, add a timestamp, etc. The following SMTs are available for use with Kafka Connect. Before 18:33 - Deployment version : kafka-connect-elasticsearch 10. The Elasticsearch connector allows moving data from Kafka to Elasticsearch. key=true --property print. InsertKey. When building solutions that utilize Kafka Connect, I always use Confluent Docker images and Docker Compose as they’re quick and easy to get up and running. Elasticsearch Sink Connector: Loads data into Elasticsearch for indexing and search Nov 21, 2020 · Saved searches Use saved searches to filter your results more quickly May 18, 2022 · Connector 决定了数据要从哪里复制过来以及数据应该写到哪里去,一个 connector 实例是一个需要负责在 kafka 和其他系统之间复制数据的逻辑作业,connector plugin 是 jar 文件,实现了 kafka 定义的一些接口来完成特定的任务。 Task 是 kafka connect 数据模型的主角,每一个 connector 都会协调一系列的 task 去执行 Nov 5, 2021 · Hey everyone, I'm trying to figure out how I can map a topic name to an index using the message's timestamp field. I want to use High level Rest client to make an es query inside the transform and append the field back to the record. . value=true", then it also shows the the CreateTime is -1 on the message within Kafka. Jan 10, 2022 · Kafka Connect 是一种用于在 Apache Kafka 和其他系统之间可扩展且可靠地流式传输数据的工具。 它使快速定义将大量数据移入和移出 Kafka 的连接器变得简单。 Kafka Connect 可以摄取整个数据库或从所有应用程序服务器收集指标到 Kafka 主题中,使数据可用于低延迟的流处理。 导出作业可以将数据从 Kafka 主题 May 25, 2022 · You signed in with another tab or window. fields=employee_master_id Mar 9, 2017 · I'm thinking about a dynamic index creation. They provide some useful examples which can be fo Feb 21, 2025 · DbSchema is a super-flexible database designer, which can take you from designing the DB with your team all the way to safely deploying the schema. Is it possible to set an index to output to that changes daily, i. type : org. malformed. url, connection. class Aug 2, 2021 · Hey, We are using an kafka connector elasticsearch, with the following configuration: connector. There are connectors for common (and not-so-common) data stores out there already, including JDBC, Elasticsearch, IBM MQ, S3 and BigQuery, to name but a few. transforms. WorkerSinkTask) [2020-02-10 09:45:17,934] TRACE WorkerSinkTask{id=elasticsearch-sink-0} Consuming and converting message in topic 'test-kafka-3' partition 0 at offset 0 and timestamp -1 Nov 25, 2019 · Kafaka connect 是一种用于在Kafka和其他系统之间可扩展的、可靠的流式传输数据的工具。它使得能够快速定义将大量数据集合移入和移出Kafka的连接器变得简单。Kafka Connect可以从数据库或应用程序服务器收集数据到Kafka topic,使数据可用于低延迟的流处理。 Sep 28, 2020 · Hi, memory leak is detected at kafka-connect-elasticsearch version 10. I always thought that any kind of Mar 4, 2020 · The Elasticsearch sink connector helps you integrate Apache Kafka ® and Elasticsearch with minimum effort. username, connection. ignore=true max. It writes data from a topic in Kafka to an index in Elasticsearch and all data for a topic have the Oct 7, 2019 · To stream data from a Kafka topic to Elasticsearch create a connector using the Kafka Connect REST API. elastic. bulk. tmp_t0 type Jun 10, 2022 · If you have events/messages that you want to store in elasticsearch, Kafka Connect is the way to go. Oct 23, 2019 · 1. 0. ; type. timestamp=true --property print. ignore: boolean flag dictating if to ignore the message key. convertKey a ConnectException("Key is used as document id and can not be null. 9+ 增加了一个新的特性 Kafka Connect,可以更方便的创建和管理数据流管道。它为 Kafka 和其它系统创建规模可扩展的、可信赖的流数据提供了一个简单的模型,通过 Connectors 可以将 Aug 19, 2022 · Apache Kafka 是一个分布式流媒体平台,具有高可扩展性和可用性以及容错能力。 Broker/代理:负责在生产者和消费者之间存储和分发消息。Zookeeper:管理和协调 Kafka 代理,控制集群的状态、分区领导者和消费者信息。 Topics/主题:发布和存储数据以供使用的渠道。 Jun 24, 2022 · Com esse arquivo criado podemos voltar ao dashboard na parte de conectores e adicionar um novo conector fazendo o upload dele. DataConverter. name=dunkerque connector. Pull the Debezium PostgreSQL Docker image using the Dec 9, 2021 · I have some CDC data in Kafka. Jun 13, 2024 · From Postgres to Elasticsearch through Debezium 13 Jun 2024 by dzlab. For data engineers, it just requires JSON configuration files to use. You signed out in another tab or window. topics = test-kafka key. Kafka Connect. Kafka Connect offers only a handful of built-in transformations, so custom transformations often require creating from scratch in Java. class=io. max=2 topics=testtest. Connect with MongoDB, AWS S3, Snowflake, and more. I'm trying to use the regex router to lower-case the index name for a given topic. ValueToKey transforms. documents is a connector property which when set to warn (or ignore) will make the connector continue rather than abort, which is it’s default setting. PFB the configuration which i am using. runtime. 概述 在本教程中,我們將學習如何使用Kafka Connector Sink將Apache Kafka連接到ElasticSearch 。 Kafka 專案提供了 Kafka Connect,這是一個強大的工具,可以實現 Kafka 與外部資料儲存來源的無縫集成,而無需額外的程式碼或應用程式。 Oct 15, 2024 · For more details on transforms and other SMT (Single Message Transform) attributes, you can visit the official Apache Kafka Connect documentation here: Apache Kafka Connect Transforms. To build a development version you'll need a recent version of Kafka as well as a set of upstream Confluent projects, which you'll have to build from Jun 30, 2019 · You signed in with another tab or window. Technically, transforms sit between connectors and converters, but we’ll visit Sep 6, 2023 · Photo by Jon Flobrant on Unsplash. It provides reliable data streaming between Apache Kafka and external systems and is both scalable and flexible. Exports data from Kafka topics to Amazon S3. store. apache. type=org. g. Kafka Connect Connect是Kafka的一部分,它为在Kafka和外部存储系统之间移动数据提供了一种可靠且伸缩的方式,它为连接器插件提供了一组API和一个运行时-Connect负责运行这些插件,它们负责移动数据。Connect以worker进程集群的方式运行,基于work进程安装连接器插件,然后使用REST API管理和配置connector 1 day ago · Changelog for this connector can be found here. max=1 batch. 7). Dec 29, 2019 · You signed in with another tab or window. 1 [Before kafka-connect-elasticsearch 10. confluent. accountnumber in it, which is a nested field with below configuration, data is not getting populated on to Mar 4, 2020 · The Elasticsearch sink connector helps you integrate Apache Kafka ® and Elasticsearch with minimum effort. SMTs are simple transforms that are applied to individual messages before they’re delivered to a sink connector. In a previous article, we saw how to set up a CDC pipeline to capture Data changes from Postgres and stream them to Kafka using Debezium. First time, I write my es-sink. Kafka Connect 简介 Kafka 0. size=5000 transforms=dailyIndex max. Transformations can be configured with predicates so that the transformation is applied only to records which satisfy a condition. sh and add "--property print. name: the Elasticsearch type name to be used when indexing. 9版本才提供的并极大的简化了其他系统与Kafka的集成。 [2020-02-10 09:45:17,931] TRACE WorkerSinkTask{id=elasticsearch-sink-0} Polling returned 15 messages (org. It automates data flows, enabling businesses to effortlessly move data from sources like databases, event logs, and cloud services into Kafka You signed in with another tab or window. map=phoenix-to-elastic:phoenix type. ; key. 1. Try using another converter like Byte, String, or Json Mar 4, 2020 · The Elasticsearch sink connector helps you integrate Apache Kafka ® and Elasticsearch with minimum effort. postman_collection. ElasticsearchSinkConnector A repository PoC streaming data from MongoDB as upstream to Elasticsearch downstream by using Kafka Connect and additional tools for monitoring ⭐️ - aslupin/poc-kafka-connect-cdc-mongodb-to-elasticsearch Apr 4, 2019 · Using Kafka connect to load data to elastic search. ElasticsearchSinkConnector tasks. 4, it forwards messages to ElasticSearch. e. 9k次,点赞56次,收藏53次。本文探讨了Kafka与Elasticsearch的集成应用案例,深入分析了这两种技术如何协同工作以优化数据处理和搜索能力。通过集成Kafka的实时数据流处理与Elasticsearch的强大搜索功能,企业能够构建一个 GitHub Copilot. 4: 3435: 21 July 2021 Kafka-connect ES sink change target Index name. Go to Landoop’s web interface and click on the Connectors tab. SMTs transform inbound messages after a source connector has produced them, but before they are written to Kafka. Sep 1, 2024 · Let’s configure the sink i. Start MySQL in a container using debezium/example-mysql image. Feb 23, 2019 · 文章浏览阅读1. Jul 9, 2022 · You signed in with another tab or window. Saved searches Use saved searches to filter your results more quickly SMT for Kafka Connect. 4, Mysql 5. INSERT and UPDATE works perfectly, but DELETE is not being executed in ES. index. Click on Elastic Search under Sinks and add Oct 7, 2019 · This is the most permissive configuration; behavior. Mar 24, 2021 · I am getting errors when trying to implement amazon cognito authentication with the Elasticsearch connector. Note: You may use the Postman Collection from this repository (Kafka_Connect_API. The parameters vary slightly between releases of Elasticsearch. Sep 16, 2017 · I am using TimeStampRouter in Kafka Connect Elastic search sink connector to create indices on daily basis. 9w次,点赞9次,收藏49次。题记来自Elasticsearch中文社区的问题——MySQL中表无唯一递增字段,也无唯一递增时间字段,该怎么使用logstash实现MySQL实时增量导数据到es中?logstash和kafka_connector都仅支持基于自增id或者 Jul 26, 2018 · You signed in with another tab or window. Jun 1, 2020 · 接着上篇安装完postgresql connect,我们再安装es connect就容易多了; 安装es connector plugins 因为docker 安装的connect容器里没有es的connect plugins,所以我们去 confluent官网下载(搜索 Kafka Connect Elasticsearch下载即可) 下载解压后放 文章浏览阅读153次。confluent ,elasticsearch 最佳参数 connection. You switched accounts on another tab or window. Se tudo der certo (caso algo dê errado escrevi o que aconteceu de errado comigo e como solucionei no final do post) na parte de connectors ele vai exibir um connector como running 6 days ago · Single Message Transformations (SMTs) are applied to messages as they flow through Connect. StringConverter schema. in. on. retries=3 key. Feb 18, 2025 · 1. co/v1 kind: Elasticsearch metadata: name: hm-elasticsearch namespace: elastic spec: version: 7. · 1 day ago · kafka-connect-elasticsearch is a Kafka Connector for copying data Feb 11, 2025 · The Kafka Connect Elasticsearch Service Sink connector moves data from Apache Kafka® to Elasticsearch. ignore= true Aug 4, 2020 · 1. Jun 8, 2021 · 以及 ValueToKey 你需要 ExtractField 要将键从对象转换为普通字段,请执行以下操作:transforms=InsertKey,ExtractId transforms. May 12, 2023 · The Elasticsearch sink connector only makes one index per topic, with a field mapping per entire record schema, rather than at the field-level. connect. config is below Mar 5, 2025 · Single Message Transformations (SMTs) are applied to messages as they flow through Connect. my kafka cluster can receive cdc events from mysql rightly, but my es can never get any messages. Note: Default source connector is from Debezium provider; it uses PostgreSQL WAL logs and Aug 18, 2010 · 因为docker 安装的connect容器里没有es的connect plugins,所以我们去 confluent 官网下载(搜索 Kafka Connect Elasticsearch 下载即可) 下载解压后放至 connect目录(上篇中设置的挂载目录)中,如果不记得将容器目录挂载到哪可通过如下命令查看 Mar 4, 2020 · The Elasticsearch sink connector helps you integrate Apache Kafka ® and Elasticsearch with minimum effort. I tried to see what happens if I disconnect from the Internet. You can take data you’ve stored in Kafka and stream it into Elasticsearch to then be used for log analysis or full-text search. connect Dec 4, 2021 · Step 1 - Deploy Elasticsearch in Kubernetes (succeed) I deployed Elasticsearch in Kubernetes by following the tutorial apiVersion: elasticsearch. Unfortunately, there seems to be a limitation in connectors that override preCommit: they can't use SMTs that alter the topic name, they only get the converted topic names and there's no translation back in the framework when it validates the offsets information coming from preCommit. The remaining configuration items are for Kafka Connect itself and will deal with errors in the deserialisation process and any Single Message May 13, 2022 · The sink connector moves data from kafka to external service. May 19, 2020 · In io. Unfortunately, it's not working by using MessageTimestampRoute, as properly described in "Limitations" here. elasticsearch. 6 days ago · Predicates¶. ConnectException: Bulk Kafka Connect란? Kafka Connect는 데이터베이스, 키-밸류 스토어, 파일 시스템과 같은 외부 시스템을 Kafka에 연결해 주는 구성 요소로, Apache Kafka에서 제공하는 오픈 소스입니다. 0 After 18:33 - Deployment version : kafka-connect-elasticsearch 5. Sink task is getting started successfully, but no messages are getting delivered. It makes it simple to quickly define connectors that move large collections of data into and out of Kafka. Mar 5, 2025 · Predicates¶. flight. 0 nodeSets: - name: default count: 1 config: node. I noticed if I run kafka-console-consumer. I wrote Nov 4, 2020 · 我目前正在尝试在分布式模式的kafka-connect集群上配置elasticsearch接收器连接器。该集群使用confluent提供的helm图表部署在kubernetes中。下面是属性json文件(我使用用户名passwd连接到elastic-出于安全考虑,将其从json文件中删除) "name The configuration file contains the following entries: name: the connector name; connection. In this demonstration, I will use a pre-configured Docker image that also contains sample data provided by Debezium. ElasticsearchSinkConnector topics=biz-platform-dunkerque tasks. 14. Filter. You can use predicates in a transformation chain and, when combined with the Kafka Connect Filter (Kafka) SMT Usage Reference for Confluent Cloud or Confluent Platform, predicates can conditionally filter out Jun 6, 2019 · You signed in with another tab or window. You can instead use Predicate Transforms to define different sinks & indicies per field values. dailyIndex Apr 19, 2020 · Saved searches Use saved searches to filter your results more quickly Nov 5, 2024 · Kafka Connect includes single message transforms (SMTs) to handle basic data transformations within the pipeline, but setting up and testing SMTs can be error-prone. However, it i Sep 15, 2021 · I am trying to develop an Kafka Connect Transform for the Confluent's Elasticsearch Sink connector The transform has to take a preexisting index document data and insert it as a field to the current document. For developers, Kafka Connect Aug 8, 2018 · You signed in with another tab or window. 0, ES 6. username and connection. In this article, we’ll explain the process of streaming changes from the “movies” table in MySQL (“moviesdb” database) to the “movies” index in Aug 21, 2023 · Connecting PostgreSQL to Kafka with Debezium Step 1: Pull and Start Debezium PostgreSQL Docker Image. 0 - Dockerfile] Jul 16, 2021 · Any workaround for the below issues im facing? ERROR Failed to execute batch 291354 of 31 records after total of 6 attempt(s) (io. logs-{date}, similar to what logstash does, to prevent the ES index from getting too big? I have had You signed in with another tab or window. k8s. inventory. Now I am trying to sink from Kafka to Elasticsearch. Mar 4, 2020 · The Elasticsearch sink connector helps you integrate Apache Kafka ® and Elasticsearch with minimum effort. Daily. The way it does all of that is by using a design model, a database Dec 27, 2021 · Kafka Connect 是 Apache Kafka 的一部分,提供了数据存储和 Mar 7, 2025 · The Elasticsearch connector allows moving data from Kafka to Elasticsearch. username= connection. storage. But the router isn't applied, causing an exception as the original topic name isn't a valid index name: Invalid index name [dbserver1. Write better code with AI Jan 30, 2019 · Update. , the record0012 field, so might this field be optional and of type struct?). It write data from topic to a data source. allow_mmap: false Based on the tutorial, I can succeed 3 days ago · Configure Single Message Transforms for Kafka Connectors in Confluent Cloud¶. kafka-connect-elasticsearch is a Kafka Connector for copying data between Kafka and Elasticsearch. BulkProcessor) org. 5. kafka. Kafka Connect简介 Kafka是一个使用越来越广的消息系统,尤其是在大数据开发中(实时数据处理和分析)。为何集成其他系统和解耦应用,经常使用Producer来发送消息到Broker,并使用Consumer来消费Broker中的消息。Kafka Connect是到0. Jul 9, 2020 · @slimaneakalia this means that you have a record in your topic that was not serialized by the AvroConverter and therefore it is unable to deserialize it using the AvroConverter. Hike], mus Apr 9, 2021 · Hi I am using the Kafka-connect ES sink library to write Kafka messages into ES. url= connection. Here mysql source con May 23, 2020 · I’ve been using Kafka Connect for a few years now, but I’ve never paid much attention to Single Message Transformations (SMTs), until recently. Here is my configuration. In this tutorial, we will use a separate container for each service and don’t use persistent volume. errors. json). converter=org. Apr 7, 2018 · @JanardhanVarikuti, the key is no longer a problem, so now I think you're onto a different issue, and that sounds like it may be similar to #192, though in your case I think the exception is caused by an optional field of type Struct with is a null value (e. 9+ 增加了一个新的特性 Kafka Connect,可以更方便的创建和管理数据流管道。它为 Kafka 和其它系统创建规模可扩展的、可信赖的流数据提供了一个简单的模型,通过Connectors 可以将大数据从其它系统导入到 Kafka Dec 16, 2024 · 文章浏览阅读3. Some notes in general: This assumes your Jul 4, 2019 · Kafka Connect可以将完整的数据库注入到Kafka的Topic中,或者将服务器的系统监控指标注入到Kafka,然后像正常的Kafka流处理机制一样进行数据流处理。 而导出工作则是将 Aug 19, 2022 · Kafka-connect-elasticsearch-source Kafka Connect Elasticsearch来源:从elastic-search获取数据并将其发送到kafka。 连接器仅使用严格的增量/时间字段(例如时间戳或增 Oct 10, 2024 · Kafka Connect Elasticsearch 连接器是一个用于在 Kafka 和 Elasticsearch 之间复制数据的 Kafka 连接器。 它允许用户将数据从 Kafka 主题传输到 Elasticsearch 索引,或者从 Aug 4, 2020 · 1. json like this: { "name": "ela Dec 6, 2018 · You signed in with another tab or window. Oct 30, 2024 · Introduction to Kafka Connect What is Kafka Connect? Kafka Connect is a robust, open-source framework within Apache Kafka, purpose-built to simplify data integration between Kafka and a wide range of external systems.
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