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https://issues.apache.org/jira/browse/BEAM-5964?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Work on BEAM-5964 started by Gleb Kanterov.
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> Add ClickHouseIO.Write
> ----------------------
>
> Key: BEAM-5964
> URL: https://issues.apache.org/jira/browse/BEAM-5964
> Project: Beam
> Issue Type: New Feature
> Components: io-ideas
> Reporter: Gleb Kanterov
> Assignee: Gleb Kanterov
> Priority: Major
> Time Spent: 8h 40m
> Remaining Estimate: 0h
>
> h3. Motivation
> ClickHouse is open-source columnar DBMS for OLAP. It allows analysis of data
> that is updated in real time. The project was released as open-source
> software under the Apache 2 license in June 2016.
> h3. Design and implementation
> 1. Do only writes, reads aren't useful because ClickHouse is designed for
> OLAP queries
> 2. For writes, do write in batches and rely on idempotent and atomic inserts
> supported by replicated tables in ClickHouse
> 3. Implement ClickHouseIO.Write as PTransform<PCollection<Row>, PDone>
> 4. Rely on having logic for casting rows between schemas in BEAM-5918, and
> don't put it in ClickHouseIO.Write
> h3. References
> [1]
> http://highscalability.com/blog/2017/9/18/evolution-of-data-structures-in-yandexmetrica.html
> [2]
> https://blog.cloudflare.com/how-cloudflare-analyzes-1m-dns-queries-per-second/
> [3]
> https://blog.cloudflare.com/http-analytics-for-6m-requests-per-second-using-clickhouse/
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