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[Flower] Monitoring Celery Tasks using Flower

by ๋ฐ”์ฟ„๋ฆฌ 2022. 6. 20.

โœ… Flower ?

Flower๋Š” Celery cluster๋ฅผ ๋ชจ๋‹ˆํ„ฐ๋งํ•˜๊ณ  ๊ด€๋ฆฌํ•˜๊ธฐ ์œ„ํ•œ web ๊ธฐ๋ฐ˜ tool์ด๋‹ค.

 

 

1๏ธโƒฃ ์‹œ์ž‘

celery์˜ task๋ฅผ ํ™•์ธํ•ด์•ผ ํ•˜๋‹ˆ, ์•„๋ž˜ ๋งํฌ๋ฅผ ํ†ตํ•ด celery๋ฅผ ์‹คํ–‰ํ•œ๋‹ค.

 

[Celery] Celery with Redis (python) : ๋น„๋™๊ธฐ ์ž‘์—… queue

โœ… Celery ? celery๋Š” ๋ถ„์‚ฐ ๋ฉ”์‹œ์ง€ ์ „๋‹ฌ์— ๊ธฐ๋ฐ˜์„ ๋‘” ์˜คํ”ˆ ์†Œ์Šค ๋น„๋™๊ธฐ ํ…Œ์Šคํฌ ํ, ์žก ํ์ด๋‹ค. ์Šค์ผ€์ค„๋ง์„ ์ง€์›ํ•˜์ง€๋งŒ ์‹ค์‹œ๊ฐ„ ์šด์˜์— ์ดˆ์ ์„ ๋‘๊ณ ์žˆ๋‹ค. 1๏ธโƒฃ ์‹œ์ž‘ redis๊ฐ€ ์‹คํ–‰๋˜์–ด ์žˆ์–ด์•ผ ํ•œ๋‹ค. (์•„๋ž˜

bonory.tistory.com

 

2๏ธโƒฃ ์‹คํ–‰

celery๊ฐ€ ์„ค์น˜๋˜์–ด ์žˆ๊ณ , ์‹คํ–‰ ๊ฐ€๋Šฅํ•œ ํ™˜๊ฒฝ์ด๋ฉด ๋ณ„๋„์˜ ์„ค์น˜์—†์ด ์•„๋ž˜์˜ ๋ช…๋ น์–ด๋กœ ๋ฐ”๋กœ ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•˜๋‹ค.

 

python3 -m celery -A [application name!!!] flower --address=localhost --port=5555

 

 

๐Ÿ” ์—ฌ๊ธฐ์„œ ์œ ์˜ํ•  ์ ์€ celery๋ฅผ ์‹คํ–‰์‹œํ‚จ ์œ„์น˜์—์„œ ๋™์ผํ•œ ๊ฒฝ๋กœ์˜ application name์œผ๋กœ flower๋ฅผ ์‹คํ–‰์‹œ์ผœ์•ผ ํ•œ๋‹ค.

 

# celery ์‹คํ–‰ ๋ช…๋ น์–ด
python3 -m celery -A app.celery_task.test worker -Q default --loglevel=info --concurrency=1

# flower ์‹คํ–‰ ๋ช…๋ น์–ด
python3 -m celery -A app.celery_task.test flower --address=localhost --port=5555

 

 

3๏ธโƒฃ ์‹คํ–‰ ํ™•์ธ

์ •์ƒ์ ์œผ๋กœ ์‹คํ–‰๋˜๋ฉด ๋‹ค์Œ๊ณผ ๊ฐ™์ด ํ™•์ธํ•  ์ˆ˜ ์žˆ๋‹ค.

(application name์€ ๊ธ€์“ด์ด๊ฐ€ ์ง์ ‘ ์ง„ํ–‰ํ•˜๋Š” ์ž‘์—…์ด๋‹ˆ ๋ชจ๋ฅธ์ฒ™ ๋ฐ”๋žŒ..^^)

 

 

4๏ธโƒฃ flower web ์ ‘์†

localhost:5555

 

์‹คํ–‰์‹œํ‚จ flower web์— ์ ‘์†ํ•˜์—ฌ ๋ชจ๋‹ˆํ„ฐ๋งํ•  ์ˆ˜ ์žˆ๋‹ค

 

Tasks ํƒญ์œผ๋กœ ์ด๋™ํ•˜๋ฉด task์˜ ์ƒ์„ธ ์ •๋ณด๋ฅผ ํ™•์ธํ•  ์ˆ˜ ์žˆ๋‹ค.

 

 

 

 

โ˜‘๏ธ  Flower 1.0.1 documentation

 

Flower - Celery monitoring tool — Flower 1.0.1 documentation

 

flower.readthedocs.io