> ## Documentation Index
> Fetch the complete documentation index at: https://private-7c7dfe99-fix-nav-issues.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Data ingestion

> Landing page for the data ingestion section

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

| Data Ingestion Tool                                                                          | Description                                                                                                                                                                                                                           |
| -------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [Airbyte](/integrations/connectors/data-ingestion/etl-tools/airbyte-and-clickhouse)          | 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](/integrations/connectors/data-ingestion/apache-spark/index)                   | A multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters                                                                                                        |
| [Apache Flink](/integrations/connectors/data-ingestion/apache-flink)                         | Real-time data ingestion and processing into ClickHouse through Flink's DataStream API with support for batch writes                                                                                                                  |
| [Amazon Glue](/integrations/connectors/data-ingestion/AWS/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](/integrations/connectors/data-ingestion/community-integrations/artie-and-clickhouse) | 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](/integrations/connectors/data-ingestion/azure/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](/integrations/connectors/data-ingestion/azure/azure-data-factory/index) | A cloud-based data integration service that enables you to create, schedule, and orchestrate data workflows at scale.                                                                                                                 |
| [Apache Beam](/integrations/connectors/data-ingestion/etl-tools/apache-beam)                 | An open-source, unified programming model that enables developers to define and execute both batch and stream (continuous) data processing pipelines.                                                                                 |
| [BladePipe](/integrations/connectors/data-ingestion/etl-tools/bladepipe-and-clickhouse)      | A real-time end-to-end data integration tool with sub-second latency, boosting seamless data flow across platforms.                                                                                                                   |
| [dbt](/integrations/connectors/data-ingestion/etl-tools/dbt/index)                           | Enables analytics engineers to transform data in their warehouses by simply writing select statements.                                                                                                                                |
| [dlt](/integrations/connectors/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](/integrations/connectors/data-ingestion/community-integrations/estuary)            | A right-time data platform that enables millisecond-latency ETL pipelines with flexible deployment options.                                                                                                                           |
| [Fivetran](/integrations/connectors/data-ingestion/etl-tools/fivetran/index)                 | An automated data movement platform moving data out of, into and across your cloud data platforms.                                                                                                                                    |
| [NiFi](/integrations/connectors/data-ingestion/etl-tools/nifi-and-clickhouse)                | An open-source workflow management software designed to automate data flow between software systems.                                                                                                                                  |
| [Vector](/integrations/connectors/data-ingestion/etl-tools/vector-to-clickhouse)             | A high-performance observability data pipeline that puts organizations in control of their observability data.                                                                                                                        |