๋ฐœ๋‹ฟ๋Š” ๋Œ€๋กœ ์ผ๋ณธ ์ฒœ์ˆ˜๊ฐ ์—ฌํ–‰ (0)
ยท
๐Ÿ‘Ÿ foot
๋จน์œผ๋Ÿฌ ๊ฐ€๋Š” ์‹๋„๋ฝ ์—ฌํ–‰, ๋ฌผ๊ฑด์„ ์‚ฌ๋Ÿฌ๊ฐ€๋Š” ์—ฌํ–‰, ์™ธ๊ตญ ๋ฌธํ™”์žฌ๋ฅผ ๋ณด๋Ÿฌ๊ฐ€๋Š” ์—ฌํ–‰ ๋“ฑ ๋‹ค์–‘ํ•œ ๋ชฉ์ ์œผ๋กœ ํ•ด์™ธ๋กœ ๊ฐ€๋ฐฉ์„ ๊ฐ€์ง€๊ณ  ๋– ๋‚œ๋‹ค. ๋‚˜๋Š” ์ด์ค‘์— ์ผ๋ณธ์— ์žˆ๋Š” ๊ฐ ์ง€์—ญ์˜ ์ฒœ์ˆ˜๊ฐ์„ ๋Œ์•„๋ณด๋ฉด์„œ ์–ด์ง€๋Ÿฌ์šด ๋จธ๋ฆฌ๋ฅผ ๋น„์šฐ๊ธฐ๋กœ ์ด๋ฒˆ ์—ฌํ–‰์„ ๊ธฐํšํ–ˆ๋‹ค.  ์ฒœ์ˆ˜๊ฐ ์ด๋ž€?  ์ผ๋ณธ์˜ ์„ฑ(์˜ค์‹œ๋กœ, ใŠๅŸŽ)์€ 15์„ธ๊ธฐ์— ์ฃผ๋กœ ์„ธ์›Œ์ง„ ๊ถŒ๋ ฅ์˜ ์ƒ์ง•์ด์ž ์ ์˜ ๊ณต๊ฒฉ์— ๋Œ€๋น„ํ•ด ์ฃผ๋ฏผ์ด๋‚˜ ๋•…์„ ์ง€ํ‚ค๋Š” ์—ญํ• ์„ ํ•˜๋Š” ๊ฑด์ถ•๋ฌผ์ด๋‹ค. ์ผ๋ณธ์˜ ์„ฑ์˜ ๊ตฌ์กฐ๋Š” ๋Œ€๋ถ€๋ถ„ ๋น„์Šทํ•œ๋ฐ ์ด ๋ชจ๋ธ์ด ์‹œ์ž‘๋œ ๊ฒƒ์€ ์ง€๊ธˆ์€ ์—†๋Š” ์˜ค๋‹ค๋…ธ๋ถ€๋‚˜๊ฐ€์˜ ์•„์ฆˆ์น˜ ์„ฑ์„ ๊ฑฐ์ฒ˜๋กœ ์‚ผ์„ ๋•Œ ๊ฑด๋ฆฝ๋˜์—ˆ๋‹ค๋Š”๊ฒŒ ์ผ๋ฐ˜์ ์ธ ์„ค์ด๋‹ค.  ์ฒœ์ˆ˜๊ฐ์˜ ์™ธ๊ด€์€ 2~5์ธต์ด ๋งŽ๊ณ  ํ˜ผ๋งˆ๋ฃจ(์„ฑ์˜ ์ค‘์‹ฌ๋ถ€)์— ๊ฑด๋ฆฝ๋œ ๊ฒฝ์šฐ๊ฐ€ ๋งŽ๋‹ค. ์ฒœ์ˆ˜๊ฐ ๋ฐ‘์€ ์ฒœ์ˆ˜๋Œ€๋ผ๋Š” ์„๋ฒฝ์œผ๋กœ ๊ฐ์‹ธ๊ณ  ์žˆ๋‹ค. ํ˜„์žฌ ๋‚จ์•„ ์žˆ๋Š” ์„ฑ์ค‘ ์ฒœ์ˆ˜๊ฐ€ ํ˜„๋Œ€์— ์™€์„œ ์žฌ๊ฑด์ด ์•„๋‹Œ..
[Kafka] Kafka Kraft mode Docker ์„ค์น˜
ยท
๐Ÿ›ข๏ธ Database
Kafka Kraft ๋ชจ๋“œ๋ž€?  Apache Kafka์—์„œ ๊ธฐ์กด์˜ Zookeeper ์˜์กด์„ฑ์„ ์ œ๊ฑฐํ•˜๊ณ , Kafka ์ž์ฒด ๋‚ด์—์„œ ๋ถ„์‚ฐ ์‹œ์Šคํ…œ ๊ด€๋ฆฌ๋ฅผ ์ฒ˜๋ฆฌํ•˜๊ธฐ ์œ„ํ•ด ๋„์ž…๋œ ์ƒˆ๋กœ์šด ์•„ํ‚คํ…์ฒ˜์ž…๋‹ˆ๋‹ค. KRaft ๋ชจ๋“œ๋Š” Kafka Raft Consensus Algorithm์„ ๊ธฐ๋ฐ˜์œผ๋กœ ๊ตฌํ˜„๋˜์–ด Kafka ๋ธŒ๋กœ์ปค๊ฐ€ ์ž์ฒด์ ์œผ๋กœ ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ๋ฅผ ๊ด€๋ฆฌํ•˜๊ณ  ์žฅ์•  ๋ณต๊ตฌ๋ฅผ ์ˆ˜ํ–‰ํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋˜์—ˆ์Šต๋‹ˆ๋‹ค.  KRaft ๋ชจ๋“œ๋Š” Apache Kafka์˜ ์šด์˜ ๋ฐฉ์‹์— ํ˜์‹ ์ ์ธ ๋ณ€ํ™”๋ฅผ ๊ฐ€์ ธ์™”์Šต๋‹ˆ๋‹ค. ๊ฐ€์žฅ ํฐ ์žฅ์ ์€ Zookeeper์˜ ์˜์กด์„ฑ์„ ์™„์ „ํžˆ ์ œ๊ฑฐํ–ˆ๋‹ค๋Š” ์ ์ž…๋‹ˆ๋‹ค. ๋ฐฐํฌ์™€ ๊ด€๋ฆฌ๊ฐ€ ํ•œ๊ฒฐ ๊ฐ„๋‹จํ•ด์กŒ์œผ๋ฉฐ, Kafka๋ฅผ ์šด์˜ํ•˜๋Š” ํŒ€์˜ ๋ถ€๋‹ด๋„ ํฌ๊ฒŒ ์ค„์–ด๋“ค์—ˆ์Šต๋‹ˆ๋‹ค. ๋˜ํ•œ, KRaft๋Š” Kafka ์ž์ฒด์—์„œ ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ๋ฅผ ๊ด€๋ฆฌํ•˜๋„๋ก ์„ค๊ณ„๋˜์–ด ์ง€์—ฐ ์‹œ..
[Synology] Obsidian Webdav ์—ฐ๊ฒฐ https
ยท
๐Ÿ› ๏ธ Tools
Synology Webdav WebDAV ๋Š” ์‚ฌ์šฉ์ž๊ฐ€ ์›๊ฒฉ ์„œ๋ฒ„์— ์ €์žฅ๋œ ํŒŒ์ผ์„ ๊ด€๋ฆฌํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•ด์ฃผ๋Š” HTTP ํ”„๋กœํ† ์ฝœ์˜ ํ™•์žฅ์ž…๋‹ˆ๋‹ค. Synology NAS ์—์„œ WebDAV ๋ฅผ ํ™œ์„ฑํ™”ํ•˜๊ณ  ์ปดํ“จํ„ฐ์—์„œ ๋ฐ”๋กœ ํŒŒ์ผ์— ์•ก์„ธ์Šคํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ฐ„๋‹จํžˆ ๋งํ•ด Host Drive์™€ local Folder๋ฅผ Read/Write ํ•  ์ˆ˜ ์žˆ๊ฒŒ ์—ฐ๊ฒฐํ•˜๋Š” ๊ธฐ๋Šฅ์ž…๋‹ˆ๋‹ค. Obsidian ์—ฐ๊ฒฐ ๋ฐฉ๋ฒ•https://github.com/remotely-save/remotely-save/blob/master/docs/remote_services/webdav_synology_webdav_server/README.md remotely-save/docs/remote_services/webdav_synology_webdav_server/REA..
์œ ์šฉํ•œPython ๊ฐœ๋ฐœ ํ™˜๊ฒฝ ์„ค์ •(feat. outlore.dev)
ยท
๐Ÿง‘‍๐Ÿ’ป Develop
https://outlore.dev/blog/python-dev-2024/ How I manage Python in 2024No more frustrationoutlore.dev ๋ณธ๊ธ€์€ outlore.dev์˜ ๊ธ€์„ OpenAI๋กœ ๋ฒˆ์—ญํ•œ ๊ธ€์ž…๋‹ˆ๋‹ค. ๋” ์ด์ƒ ์ŠคํŠธ๋ ˆ์Šค ๋ฐ›์„ ํ•„์š” ์—†์Œ ์ง€๋‚œ 5๋…„๊ฐ„ Python ๊ฐœ๋ฐœ์€ ๋ˆˆ๋ถ€์‹œ๊ฒŒ ๋ฐœ์ „ํ•ด ์™”์Šต๋‹ˆ๋‹ค. ์ €๋Š” ์ฃผ๋กœ JavaScript ๊ฐœ๋ฐœ์ž์ด์ง€๋งŒ, ๋ฒ„์ „ ๋ฐ ์˜์กด์„ฑ ๊ด€๋ฆฌ, ์ฝ”๋“œ ํฌ๋งทํŒ…, ๋ฆฐํŒ…, ํƒ€์ž… ์•ˆ์ „์„ฑ์„ ์ œ๊ณตํ•˜๋Š” ๋„๊ตฌ๋“ค์ด ์„ฑ์žฅํ•˜๋Š” ๊ฒƒ์„ ๋ณด๋ฉฐ ๊ธฐ๋ปค์Šต๋‹ˆ๋‹ค. ์š”์•ฝ:Python ๋ฒ„์ „ ๊ด€๋ฆฌ๋Š” mise๊ฐ€์ƒ ํ™˜๊ฒฝ ๊ด€๋ฆฌ๋Š” mise์˜์กด์„ฑ ๊ด€๋ฆฌ๋Š” poetry ๋˜๋Š” uvํฌ๋งทํŒ…๊ณผ ๋ฆฐํŒ…์€ ruff๋Ÿฐํƒ€์ž„ ์Šคํ‚ค๋งˆ ๊ด€๋ฆฌ๋Š” pydanticPython ๋ฒ„์ „ ๊ด€๋ฆฌ ์ €๋Š” mise๋ฅผ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค. Mise๋Š”..
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
ยท
๐Ÿ“ Statistics
๐Ÿ“ PaperTitle : SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core FusionAuthor : Lu Han, Xu-Yang Chen, Han-Jia Ye, De-Chuan ZhanPublish : 2024, https://arxiv.org/abs/2404.14197Keyword : Multivariate Time Series Forecasting(MTSF), MLP-based Model, STAR Module, Channel Independence, Linear Complexity ๐ŸŒ„ ์—ฐ๊ตฌ์˜ ๋ฐฐ๊ฒฝ ๋ฐ ๋ชฉ์ ์—ฐ๊ตฌ ๋ฐฐ๊ฒฝ๊ณผ๊ฑฐ์—๋Š” ARIMA ๋ฐ ์ง€์ˆ˜ ํ‰ํ™œ๊ณผ ๊ฐ™์€ ๋‹จ์ˆœํ•œ ๋ชจ๋ธ์ด ์‹œ๊ณ„์—ด ์˜ˆ์ธก์˜ ํ‘œ์ค€์ด์—ˆ์œผ๋‚˜, ์ตœ๊ทผ์—๋Š” RNN, C..
[Airflow 3] What's new Airflow 3
ยท
๐Ÿง‘‍๐Ÿ’ป Develop
https://youtu.be/2g1nBbHgZbY?si=_zVw2PPifVqkHolN Airflow Summit 2024What's coming in Airflow 3 and beyond?  2014๋…„ : Airflow ๋“ฑ์žฅ!2015๋…„ : Apache์˜ ์ตœ๊ณ  ์ˆ˜์ค€ ํ”„๋กœ์ ํŠธ2019๋…„ : HA ์Šค์ผ€์ค„๋Ÿฌ, REST API๋ฅผ ํ†ตํ•œ ์™„์ „ํ•œ ์ŠคํŽ™ ์ •์˜ ๋“ฑ์„ ํฌํ•จํ•œ Enterprise Production-Ready ์™„๋ฃŒ2020๋…„ ~ 2024๋…„: ๋น„๋™๊ธฐ ์ž‘์—…์ž, ๋™์  ์ž‘์—…, ์„ค์น˜ ๋ฐ ํ•ด์ฒด, Airflow ObjectStore ๋“ฑ์„ ํฌํ•จํ•˜์—ฌ ์‚ฌ์šฉ ํŽธ์˜์„ฑ๊ณผ ํšจ์œจ์„ฑ ์ฆ๊ฐ€2021๋…„ ~ 2024๋…„: ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ์Šค์ผ€์ค„๋ง, ์กฐ๊ฑด๋ถ€ ๋ฐ์ดํ„ฐ์…‹, ํ†ตํ•ฉ๋œ ๋ฐ์ดํ„ฐ์…‹ ๋ฐ ์‹œ๊ฐ„ ์Šค์ผ€์ค„๋ง, ๋ฐ์ดํ„ฐ์…‹ ์ด๋ฒคํŠธ API ๋“ฑ์„ ํฌํ•จํ•˜์—ฌ ๋ฐ์ดํ„ฐ ์ธ์‹ ..
๋‹คํ–ˆ๋‹ค
B's