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データの民主化のために StackStorm を活用した事例
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Tech Night @ Shiodome #8 https://techsio.connpass.com/event/83273/ 発表資料
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データの民主化のために StackStorm を活用した事例
1.
StackStorm / @laclefyoshi /
ysaeki@r.recruit.co.jp
2.
• StackStorm • • • 2
3.
: / @laclefyoshi •
2011/04 • 2015/09 • • Spark Streaming (Spark Meetup December; 2015) • Kafka AWS Kinesis (Apache Kafka Meetup Japan #1; 2016) • (FutureOfData; 2016) • Queryable State for Kafka Streams (Apache Kafka Meetup Japan #2; 2016) • Apache Spark ( Geek Night #11; 2016) • (BigData-JAWS #6; 2017) • Apache Kafka 0.11 Exactly Once Semantics (Apache Kafka Meetup Japan #3; 2017) • Apache Kafka (Apache Kafka Meetup Japan #4; 2018) 3
4.
StackStorm
5.
StackStorm • https://stackstorm.com/ • OSS
+ LDAP Auth plugin https://git.io/vxbbJ • • Shell Script • Crontab 5
6.
• JP1: • Digdag: •
Jenkins: CI • Airflow: GCP Cloud Composer • Oozie: Hadoop 6
7.
StackStorm • • High Availability •
Crontab Scheduler • • • • Runner Action Workflow • • REST API 7
8.
StackStorm API 1. test.test
Action 2. API pack: test name: test runner_type: remote-shell-cmd parameters: p: type: string required: true curl -k -X POST -H "Content-type: application/json" -H "X-Auth-Token: $TOKEN" --data-binary '{"action": “test.test", “parameters": {"p": "..."}}' "https://${ST2_ADDR}/api/v1/executions" 8
9.
StackStorm • Design UI
Commercial • GUI • OSS • Commercial Role Based Access Control • OSS • Action Workflow • Jinja/YAQL 9
10.
st2XXX, mistral-XXX replication cluster mistral (PostgreSQL 9.6) Runner
Action Workflow Rule 10
11.
• • 1 • Timer •
st2rulesengine Timer HA • https://docs.stackstorm.com/reference/ha.html#st2rulesengine • MongoDB Primary st2rulesengine Timer • Concurrency policy Zookeeper Timer 11
12.
GCP? • BigQuery •
BigQuery • SQL • Tableau • Pandas R • StackStorm BigQuery 12
13.
14.
• • DB • • • → 14
15.
1/2 • 15
16.
2/2 • StackStorm 16
17.
StackStorm 1. StackStorm 2. 3.
StackStorm 4. StackStorm 5. 6. 17
18.
StackStorm • Amazon Data
Value Chain Subscribe Deliver https://www.slideshare.net/AmazonWebServices/a-look-under-the-hood-how- amazoncom-uses-aws-services-for-analytics-at-massive-scale-abd329-reinvent-2017 18
19.
Action • Action • • • • LDAP •
Stackdriver • Action • SQL BigQuery • BigQuery CSV • 19
20.
• StackStorm Action •
Action Workflow • YAML • • YAML • JP1 GUI 20
21.
21
22.
API • YAML • GUI
API • Action Workflow • StackStorm Action Workflow API • API • 22
23.
1/2 23 2. StackStorm Web
UI StackStorm API 1. Action Workflow API
24.
2/2 24 JP1 2. JP1 1 StackStorm
API 1. Action Workflow API
25.
• StackStorm • API •
StackStorm • • Rule • JP1 • Workflow • 25
26.
26 • StackStorm • Action
Workflow YAML • • Action Workflow
Download now