goio
core
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goio
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core
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Lakehouse - event data
If you happen to be putting together a platform then look at Gazette. We use it to read/write streaming data into nice and orderly "fragment files" in cloud storage. It provides excellent durability guarantees and turns out to be an extremely efficient way to handle both reads and writes of streaming data. Readers get handed out pre-signed cloud storage URLs that are fetched by the client, and writes are batched into time and/or size bounded "fragments" that are durably replicated until being uploaded into cloud storage.
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Request for example Real Life programs in Go?
this is a real time data streaming tool built with Go - https://github.com/gazette/core
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Hacker News top posts: Jul 16, 2022
Gazette – Build platforms that flexibly mix SQL, batch, and stream processing\ (0 comments)
- Gazette – Build platforms that flexibly mix SQL, batch, and stream processing
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Issues we've encountered while building a Kafka based data processing pipeline
If you're in the Go ecosystem, Gazette [0] offers transactional integrations [1] with remote DB's for stateful processing pipelines, as well as local stores for embedded in-process state management.
It also natively stores data as files in cloud storage. Brokers are ephemeral, you don't need to migrate data between them, and you're not constrained by their disk size. Gazette defaults to exactly-once semantics, and has stronger replication guarantees (your R factor is your R factor, period -- no "in sync replicas").
Estuary Flow [2] is building on Gazette as an implementation detail to offer end-to-end integrations with external SaaS & DB's for building real-time dataflows, as a managed service.
[0]: https://github.com/gazette/core
What are some alternatives?
machine - Machine is a workflow/pipeline library for processing data
Benthos - Fancy stream processing made operationally mundane
go-streams - A lightweight stream processing library for Go
Commander - Build event-driven and event streaming applications with ease
yomo - 🦖 Stateful Serverless Framework for building Geo-distributed Edge AI Infra
pg_cron - Run periodic jobs in PostgreSQL
benthos - Fancy stream processing made operationally mundane [Moved to: https://github.com/benthosdev/benthos]
go-formatter - A curated list of awesome Go frameworks, libraries and software
vectorsql - VectorSQL is a free analytics DBMS for IoT & Big Data, compatible with ClickHouse.
vala-www - Website of the Vala programming language
octosql - OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL.