Data Ingestion

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ClickHouse integrates with a number of solutions for data integration and transformation.
For more information check out the pages below:

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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| Data Ingestion Tool Description|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Airbyte](/docs/integrations/airbyte) An open-source data integration platform. It allows the creation of ELT data pipelines and is shipped with more than 140 out-of-the-box connectors.|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Apache Spark](/docs/integrations/apache-spark) A multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Apache Flink](/docs/integrations/apache-flink) Real-time data ingestion and processing into ClickHouse through Flink's DataStream API with support for batch writes|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Amazon Glue](/docs/integrations/glue) A fully managed, serverless data integration service provided by Amazon Web Services (AWS) simplifying the process of discovering, preparing, and transforming data for analytics, machine learning, and application development.|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Artie](/docs/integrations/artie) A fully managed real-time data streaming platform that replicates production data into ClickHouse, unlocking customer-facing analytics, operational workflows, and Agentic AI in production.|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Azure Synapse](/docs/integrations/azure-synapse) A fully managed, cloud-based analytics service provided by Microsoft Azure, combining big data and data warehousing to simplify data integration, transformation, and analytics at scale using SQL, Apache Spark, and data pipelines.|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Azure Data Factory](/docs/integrations/azure-data-factory) A cloud-based data integration service that enables you to create, schedule, and orchestrate data workflows at scale.|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Apache Beam](/docs/integrations/apache-beam) An open-source, unified programming model that enables developers to define and execute both batch and stream (continuous) data processing pipelines.|  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [BladePipe](/docs/integrations/bladepipe) A real-time end-to-end data integration tool with sub-second latency, boosting seamless data flow across platforms.|  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [dbt](/docs/integrations/dbt) Enables analytics engineers to transform data in their warehouses by simply writing select statements.|  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [dlt](/docs/integrations/data-ingestion/etl-tools/dlt-and-clickhouse) An open-source library that you can add to your Python scripts to load data from various and often messy data sources into well-structured, live datasets.|  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | | [Estuary](/docs/integrations/estuary) A right-time data platform that enables millisecond-latency ETL pipelines with flexible deployment options.|  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | | [Fivetran](/docs/integrations/fivetran) An automated data movement platform moving data out of, into and across your cloud data platforms.|  |  |  |  | | --- | --- | --- | --- | | [NiFi](/docs/integrations/nifi) An open-source workflow management software designed to automate data flow between software systems.|  |  | | --- | --- | | [Vector](/docs/integrations/vector) A high-performance observability data pipeline that puts organizations in control of their observability data. | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |

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