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UrbonBayesPere_BerlinBuzzwords18_ConnectingDataInfraWithDataFlow.pdf
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Pere Urbón
June 13, 2018
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UrbonBayesPere_BerlinBuzzwords18_ConnectingDataInfraWithDataFlow.pdf
Pere Urbón
June 13, 2018
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Transcript
@purbon Connecting the data infrastructure with the DataFlow
@purbon Pere Urbon-Bayes Software Architect pere.urbon@{gmail.com, acm.org}
Topics for Today • Integration patterns for the enterprise startup.
• What is Apache NIFI. • Examples • NiFi on operation (best practises).
@purbon Integrate all the things!
@purbon Enterprise integration is the task of making separate applications
work together to produce an unified set of functionality. The applications probably run on multiple computers, which may be geographically dispersed.
@purbon Some application might need to be integrated even though
they were not designed for integration and can not be changed. This issues, and others, are what makes application integration difficult.
@purbon Each integration faces different needs and criteria, we can
group them as Application coupling Integration simplicity Data formats and timeliness Data or functionality Communication
@purbon There is only a limited set of integration options
@purbon File transfer
@purbon Shared database
@purbon RPC invoke
@purbon Messaging
@purbon Enterprise Integration Patterns
@purbon What is Apache NiFi?
@purbon An easy to use, powerful, and reliable system to
process and distribute data. Web-based interface Highly configurable Data Provenance Designed for extension Secure
@purbon NiFi was build to automate the flow of data
between systems. an automated and managed flow of information between systems. But what is Dataflow?
@purbon How Apache NiFi look like
@purbon Concepts behind Apache NiFi
@purbon A Flow file
@purbon The Flow file Processor
@purbon A Connection
@purbon A Process Group
@purbon Apache NiFi Architecture Distributed using Apache Zookeper
@purbon Let’s take a closer look…
@purbon Apache NiFI Operations
@purbon Maximum file handles hard nofile 50000 soft nofile 50000
/etc/security/limits.conf
@purbon Maximum forked Procs hard nproc 10000 soft nproc 10000
/etc/security/limits.conf /etc/security/limits.d/90-nproc.conf
@purbon Increase number of TCP sockets sudo sysctl -w net.ipv4.ip_local_port_range="10000
65000"
@purbon Timeout sockets in TIMED_WAIT state sudo sysctl -w net.ipv4.netfilter.ip_conntrack_tcp_timeout_time_wait="1"
@purbon Never SWAP vm.swappiness = 0 /etc/sysctl.conf /dev/sda7 /chroot ext2
defaults, noatime 1 2 /etc/fstab
@purbon Thanks a lot! Questions? disagreements? threads? Pere Urbon-Bayes Data
Wrangler pere.urbon@{gmail.com, acm.org}