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# supports
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05/03/2023, 9:46 AMThis message was deleted.
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Vishal Sharma
05/03/2023, 11:26 AMYou can set retention based on time period like move to s3 by following this doc: https://signoz.io/docs/userguide/retention-period/#configuring-cold-storage---amazon-s3
Vishal Sharma
05/03/2023, 11:27 AMEven in s3 the performance drop is around 30% so you can access s3 data like normal data (with some performance drop)
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sarthak gupta
05/03/2023, 11:54 AMthanks vishal for the response , so you are saying , suppose if i retain after 7 days data into s3 by configuring then , after that clickhouse will automatically query old data from s3 , actually i also had that doubt that if i need to write some code/query using s3 table engine to get visuals from data stored in s3 .
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Vishal Sharma
05/03/2023, 11:56 AMso you are saying , suppose if i retain after 7 days data into s3 by configuring then , after that clickhouse will automatically query old data from s3Yes
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sarthak gupta
05/03/2023, 11:56 AMthanks bro for clearification
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Vishal Sharma
05/03/2023, 11:57 AMactually i also had that doubt that if i need to write some code/query using s3 table engine to get visuals from data stored in s3No, SigNoz handles everything for you
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sarthak gupta
05/03/2023, 11:58 AMactually i want to deeply understand about clickhouse working and storage pipeline , that's why i m exploring so that i can handle all issues whatever comes while going into production experiment .
sarthak gupta
05/03/2023, 11:58 AMso acc to you , clickhouse official documentation is enough right ?
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Vishal Sharma
05/03/2023, 11:59 AMYes, you can follow this guide to connect to clickhouse: https://signoz.io/docs/operate/clickhouse/connect-to-clickhouse/
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sarthak gupta
05/03/2023, 11:59 AMokay
sarthak gupta
05/03/2023, 12:02 PMone more thing , i think i should discuss is that , i m thinking to use ec2 over elastic load balancing for replication but will be keeping vertically scalable rather than sharding after estimating the current scale i need to handle, will it be the good option in terms of best practices .
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Vishal Sharma
05/03/2023, 12:30 PMyes it should be fine
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sarthak gupta
05/03/2023, 12:57 PMyeah , actually i m deploying it into production as a experiment for application performance analysis
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sarthak gupta
05/03/2023, 12:58 PMso i was exploring some open source apm , i found this suitable in terms of features , usecases coverage , technical architecture wise
sarthak gupta
05/03/2023, 1:00 PMso i started reading more about observebility , opentelem and signoz in detail so that i can setup completely infrastructure in scalable way so as to remove dependency on saas based apm's
sarthak gupta
05/03/2023, 1:01 PMnow i understood its working , deployed on stage and now trying to get proper grip on all components including best deployment stretagy
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