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Argo workflow
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Surasit Liangpornrattana
December 19, 2019
Technology
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100
Argo workflow
Surasit Liangpornrattana
December 19, 2019
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Transcript
oueogfooeds.f.com BY SURASIT LIANGPORNRATTANA
WHAT IS THE PROBLEM? II En "E"
WORKFLOW # 㱺 ' 㱺 "E" A WORKFLOW CONSISTS of
AN ORCHESTRATED AND REPEATABLE PATTERN OF ACTIVITY - WIKIPEDIA
FLOW INPUT \ * Eq OUTPUT g { ^
DAG DIRECTED of D B - O EASES a A-cycle
o%% Igf) GRAPH of F
WORKFLOW MANAGERS
WHY NOT AIRFLOW ? ⾨t¥¥ TIME CONSTRAINT - INFRASTRUCTURE -
REDS - nxsal - MAINTAINABILITY
WHY ARGO ? IT 1185 CONTAINER- NATIVE - II Tta
- II PARALLEL JOBS
HOW ARGO WORKS ? > a.go submit task - /k"\
t.IE , CR D ET CONTROLLER
task . yaml -- CRD
HOW ARGO WORKS ? > argo submit task . yam
I - /k8SAP- IIE # ETCD CRD waackWh t ' CONTROLLER ⑦ - CREATES /EEEP3 PODS
DAGS A Bt § \ !
RESUBMIT > argo submit task . yaml PODS PODS /IsTEP/I
V i - - - - → /IsTEP/I ✓ I 1 ! i . . . . . . r - I Iv - - - f . - - - Hst3/ X > argo resubmit - - memorized workflow - name
ARTIFACTS 53 COMPATIBLE Igst/c- I - I
WHAT ABOUT SCHDULING ? less CRO N JOB d fz
← task . yami d) argo submit task . yaml
INTEGRATION & DEPLOYMENT f¥⊥o.]MANUALY BUILD EHR" " are CHECKOUT >
argo submit 11¥, task .yaml " I b d DOCKER - KUBECTLAPPLY PUSH DRONJOB
JOB MONITORING ARGO - U2 ENT HANDLER
ARGO VS AIRFLOW
GOOD PARTS VERY CAPABLE LIVE UI AND LOGGING UPDATE OFFER
TIMEOUT AND RETRIES CENTRALIZED LOADING ON less OPERATIONS VIA UI LANGUAGE - AGNOSTIC
BAD PARTS DEPLOYMENT K8S LEARNING CURVE PYTHON - ONLY STABILITY
OPERATIONS ONLY ON CLL
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