debezium
maxwell
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debezium | maxwell | |
---|---|---|
80 | 6 | |
9,857 | 3,911 | |
2.0% | 0.6% | |
9.9 | 7.8 | |
4 days ago | about 1 month ago | |
Java | Java | |
Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
debezium
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Choosing Between a Streaming Database and a Stream Processing Framework in Python
They 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.
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Generating Avro Schemas from Go types
Both of these articles mention a key player, Debezium. In fact, Debezium has had a place in the modern infrastructure. Let's use a diagram to understand why.
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debezium VS quix-streams - a user suggested alternative
2 projects | 7 Dec 2023
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How the heck do I validate records with this kind of data??
This might be overkill, but you could use an extra tool like https://debezium.io to capture logs about all creates, updates, and deletes in your table
- All the ways to capture changes in Postgres
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Managed Relational Databases with AWS RDS and Aurora
If you're considering a relational database for an event-driven architecture, check out Debezium. It lets you stream changes to relational databases, and subscribe to change events.
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Real-time Data Processing Pipeline With MongoDB, Kafka, Debezium And RisingWave
Debezium
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Postgresql to hadoop in real time
https://debezium.io/ comes to mind as an open source product, but there are a gazillion of these tools out there.
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ClickHouse Advanced Tutorial: Apply CDC from MySQL to ClickHouse
Contrary to what it sounds, it’s quite straightforward. The database changes are captured via Debezium and published as events on Apache Kafka. ClickHouse consumes those changes in partial order by Kafka Engine. Real-time and eventually consistent.
- Debezium: Stream Changes from Your Database
maxwell
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All the ways to capture changes in Postgres
we started using https://github.com/zendesk/maxwell its not perfect, e.g. its difficult to know who changed what, but we solved this by adding the the user performing the change to the mixin
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similar bundle / approach to laravel-activitylog
You could consider some CDC software, which logs database queries (inserts, updates and deletes). For example maxwells daemon https://maxwells-daemon.io/
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Best way to ETL the new rows in a table.
Or you could generate a Kafka queue from MariaDB directly with Maxwell.
- Zendesk to Be Acquired
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CDC in Apache Airflow
Most of the solutions out there for doing CDC on MySQL involve using the transaction log. These include https://github.com/debezium/debezium , https://github.com/airbnb/SpinalTap, and https://github.com/zendesk/maxwell.
What are some alternatives?
kafka-connect-bigquery - A Kafka Connect BigQuery sink connector
SpinalTap - Change Data Capture (CDC) service
realtime - Broadcast, Presence, and Postgres Changes via WebSockets
auditor-bundle - The missing audit log library
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
tesla - The flexible HTTP client library for Elixir, with support for middleware and multiple adapters.
hudi - Upserts, Deletes And Incremental Processing on Big Data.
hackney - simple HTTP client in Erlang
RocksDB - A library that provides an embeddable, persistent key-value store for fast storage.
talk-transcripts - Transcripts of Clojure-related talks
iceberg - Apache Iceberg
pg-event-proxy-example - Send NOTIFY and WAL events from PostgreSQL to upstream services (amqp / redis / mqtt)