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Top 19 change-data-capture Open-Source Projects
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airbyte
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
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debezium
Change data capture for a variety of databases. Please log issues at https://issues.redhat.com/browse/DBZ.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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seatunnel
SeaTunnel is a next-generation super high-performance, distributed, massive data integration tool.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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transfer
Database replication platform that leverages change data capture. Stream production data from databases to your data warehouse (Snowflake, BigQuery, Redshift) in real-time.
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ecars
Sample application for Lightning Web Components and Salesforce Platform runtime and compute capabilities. Part of the sample gallery. Electric car manufacturer use case. Get inspired and learn best practices.
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django-multiple-schemas
Sample project that describes how you can handle schema within your Django application.
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outbox-inbox-patterns
Repository to support the article "Building a Knowledge Base Service With Neo4j, Kafka, and the Outbox Pattern"
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Launch HN: Bracket (YC W22) – Two-Way Sync Between Salesforce and Postgres | news.ycombinator.com | 2023-12-12I'l also give a shout-out to Airbyte (https://airbyte.com/), with which I've had some limited success with integrating Salesforce to a local database. The particular pull for Airbyte is that we can self-host the open source version, rather than pay Fivetran a significant sum to do this for us.
It's an immature tool, so I don't yet know that I can claim we've spent _less_ than Fivetran on the additional engineering and ops time, but it feels like it has potential to do so once stabilized.
Project mention: Choosing Between a Streaming Database and a Stream Processing Framework in Python | dev.to | 2024-02-10They manage data in the application layer and your original data stays where it is. This way data consistency is no longer an issue as it was with streaming databases. You can use Change Data Capture (CDC) services like Debezium by directly connecting to your primary database, doing computational work, and saving the result back or sending real-time data to output streams.
Project mention: A Technical Dive into PostgreSQL's replication mechanisms | news.ycombinator.com | 2024-01-11You can LISTEN/NOTIFY. Or you can use logical replication and a custom subscriber.[1] Supabase uses the latter.[2]
[1]: https://www.postgresql.org/docs/current/logical-replication....
[2]: https://github.com/supabase/realtime
There are a lot of great example here -> https://github.com/debezium/debezium-examples
Project mention: Integrating Debezium Server and Memphis.dev for Streaming Change Data Capture (CDC) Events | /r/dataengineering | 2023-05-08Sort of. If using Debezium in its original form (connectors for Kafka), there is a web-based UI similar to the one that Memphis has: https://github.com/debezium/debezium-ui
The WAL CDC approach: https://github.com/cpursley/walex?tab=readme-ov-file#publica...
CREATE PUBLICATION news_item FOR TABLE news WHERE (topic IS "AAPL");
Hey I'm one of the maintainers of https://github.com/BemiHQ/bemi that was recommended in the article. Please feel free to ask me any questions!
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
change-data-capture related posts
- Using ClickHouse to scale an events engine
- Ask HN: Best way to mirror a Postgres database to parquet?
- The Guide to PostgreSQL Data Change Tracking
- Transforming Postgres into a Fast OLAP Database
- Elixir Nitpicks
- Show HN: Pg_analytics – Speed Up Postgres Analytical Queries by 94x
- Multi-Database Support in DuckDB
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A note from our sponsor - WorkOS
workos.com | 26 Apr 2024
Index
What are some of the best open-source change-data-capture projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | airbyte | 13,923 |
| 2 | debezium | 9,857 |
| 3 | seatunnel | 7,223 |
| 4 | realtime | 6,460 |
| 5 | flink-cdc | 5,248 |
| 6 | paradedb | 3,803 |
| 7 | debezium-examples | 1,398 |
| 8 | pgsync | 1,053 |
| 9 | transfer | 527 |
| 10 | debezium-ui | 288 |
| 11 | walex | 250 |
| 12 | OpenLogReplicator | 246 |
| 13 | ecars | 175 |
| 14 | pgcapture | 174 |
| 15 | bemi | 132 |
| 16 | awesome-data-temporality | 96 |
| 17 | azure-sql-db-change-stream-debezium | 95 |
| 18 | django-multiple-schemas | 10 |
| 19 | outbox-inbox-patterns | 6 |
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