Topics / #data-integration
Data-integration projects on GitHub
Pipelines that integrate and sync data between systems and warehouses.
As of , the most-starred Data-integration projects on GitHub are airflow (47.2K stars), kafka (34K stars) and airbyte (22.2K stars). GitHub.Locker tracks 6 Data-integration repositories with 139.4K stars combined. The fastest-growing on October 16 was kafka, with +10 stars in a day.
Hot right now
Most stars gained in a day · Oct 16
kafka
apache/kafka · ★ 34KApache Kafka is an open-source distributed event streaming platform used by thousands of companies for high-performance data pipelines, streaming analytics, data integration, and mission-critical applications.
+7airflow
apache/airflow · ★ 47.2KApache Airflow is a platform to programmatically author, schedule, and monitor workflows, defined as code using Python.
dagster
dagster-io/dagster · ★ 16.3KDagster is a cloud-native data pipeline orchestrator covering the whole development lifecycle: it builds, runs, and observes data assets like tables, datasets, ML models, and reports, with built-in lineage and observability.
airbyte
airbytehq/airbyte · ★ 22.2KAirbyte is an open-source data movement platform for ELT pipelines and AI agents: it moves data from APIs, databases, and files into warehouses, data lakes, and AI applications, backed by a catalog of 600+ connectors. You can run it self-hosted or as Airbyte Cloud.
The all-time top
6 projects · by stars
- 47.2K
#1 · apache/airflowairflow
Apache Airflow is a platform to programmatically author, schedule, and monitor workflows, defined as code using Python.
- 34K
#2 · apache/kafka
kafka
Apache Kafka is an open-source distributed event streaming platform used by thousands of companies for high-performance data pipelines, streaming analytics, data integration, and mission-critical applications.
- 22.2K
#3 · airbytehq/airbyte
airbyte
Airbyte is an open-source data movement platform for ELT pipelines and AI agents: it moves data from APIs, databases, and files into warehouses, data lakes, and AI applications, backed by a catalog of 600+ connectors. You can run it self-hosted or as Airbyte Cloud.
- 4

taipy
19.4KAvaiga/taipy · PythonTaipy is a Python framework that turns data and AI code into production-ready web applications, taking you from a simple pilot script to a deployable app without extra web development work.
- 5
dagster
16.3Kdagster-io/dagster · PythonDagster is a cloud-native data pipeline orchestrator covering the whole development lifecycle: it builds, runs, and observes data assets like tables, datasets, ML models, and reports, with built-in lineage and observability.
- 6

walshadow
242ClickHouse/walshadow · Rustwalshadow replicates PostgreSQL rows into ClickHouse by reading the physical WAL — initial load, continuous changes, schema evolution, restarts, and planned source switchover are all part of the flow.
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- data-engineering56
- open-source5,666
- self-hosted1,929
- docker1,660
- etl20
- orchestration218
- python2,383
- analytics131
- apache-2.01,434
- automation1,183
- data-pipelines9
- data-science231
- developer-tools2,924
- linux4,184
- mlops47
- server1,459
- workflow176
- ai1,955
- apache25
- backend460
- change-data-capture7
- cli2,227
- data-pipeline14
- database473