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Kabilesh P R
Co-Founder, Mydbops
October 3rd, 2020
Mydbops Database Meetup -7
EBPF
Observability In Deep
Interested in Open Source technologies
Building Solutions on MySQL, Cloud & MongoDB
Active Tech Speaker/Blogger
Co-Founder, Mydbops
Kabilesh PR
About Me
Consulting
Services
Managed
Services
Focuses on Top Opensource database MySQL,
MongoDB and PostgreSQL
Mydbops Services
400 + Clients In 4 Yrs. of Operations
Our Clients
Agenda
BPF & EBPF
BPF Internals
Tools in action
BPF Vs EBPF
BPF(Berkely Packet Filter) an "in-kernal VM" for packet filter developed in 1992 by Steven McCanne
and Van Jacobson
Introduced with the Linux Kernel 2.1.75 in 1997
EBPF(Extended BPF), has been there from 2014 with LinuX kernel from version 3.15...
It's no more a acronym, Since it not only does packet filtering
Pre BPF Analysis
1. uptime
2. dmesg -T | tail
3. vmstat 1
4. mpstat -P ALL 1
5. pidstat 1
6. iostat -xdz 1
7. free -m
8. sar -n DEV 1
9. sar -n TCP,ETCP 1
10. top
Mostly based on the procfs (/proc) -- post-process manner
What is BPF
eBPF can prepare user information in kernel context and transfer only needed information
to user space. So far, support of kprobes, tracepoints, uprobes and perf_events filtering
using eBPF have been implemented in the upstream kernel
A user can interact with the eBPF kernel using a bpf() system call whose
prototype is:
int bpf(int cmd, union bpf_attr *attr, unsigned int size);
eBPF is a revolutionary technology that can run sandboxed programs in the Linux
kernel without changing kernel source code or loading kernel modules. By making
the Linux kernel programmable, infrastructure software can leverage existing
layers, making them more intelligent and feature-rich without continuing to add
additional layers of complexity to the system (Dynamic tracing)
update to modify the data).
Microkernel model
Development is being actively done later is better
Execution Plan Analysis
Linux Kernel support for eBPF
Improvements with Kernel Versions
BPF Internals
BPF Internals
BPF instruction are verified against end-loop
and sanity (Verifier)
Interpretor/Compiler uses GCC/LVM compiler
Just-in-time (JIT) compiler translates eBPF
bytecode into a host system's assembly code
Registers to store instructions
eBPF uses map as generic key/value data
structure for data transfer between Kernel and
user space
BPF Internals
BPF Internals
Current State of BPF
Tooling's around BPF
Closer view of Sub-Systems
CPU (Scheduling)
Memory
Disks
File Systems
Networking
Applications
Kernel
Hypervisors
Containers
Newer Kernal is better, Great to have > 4.4
https://github.com/iovisor/bcc/blob/master/INSTALL.md (choose according to the version)
Installation
Ubuntu Package
Ubuntu Packages Source packages and the binary packages produced from them can be
found at packages.ubuntu.com.
#sudo apt-get install bpfcc-tools linux-headers-$(uname -r)
The tools are installed in /sbin (/usr/sbin in Ubuntu 18.04) with a -bpfcc extension. Try
running sudo opensnoop-bpfcc.
Iovisor:
BPF Compiler Collection (BCC). BCC is a toolkit for creating efficient kernel tracing and manipulation
programs, and includes several useful tools
Installation
Installation Ubuntu
#sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-keys
4052245BD4284CDD
#echo "deb https://repo.iovisor.org/apt/$(lsb_release -cs) $(lsb_release
-cs) main" | sudo tee /etc/apt/sources.list.d/iovisor.list
#sudo apt-get update
#sudo apt-get install bcc-tools libbcc-examples linux-headers-$(uname -
r)
Installation
Installation Centos8
With Centos8, the package comes with the default repo
#yum install bcc-tools
Location: /usr/share/bcc/tools
Tools In Action
GUI tools
Cloud-Flare has developed a open-source exporter around
EPBF tool to ingest data to prometheus and Grafana for
visualisation
PMM also supports EBPF with external exporter support
Netflix has their own GUI tool called Vector built on top of EBPF
Many more enhancements are in progress
References
https://ebpf.io https://www.iovisor.org/technology/ebpf
http://www.brendangregg.com/blog/2019-01-01/learn-ebpf-
tracing.html http://www.brendangregg.com/ebpf.html
https://netflixtechblog.com/introducing-vector-netflixs-on-host-
performance-monitoring-tool-c0d3058c3f6f
https://github.com/iovisor/bcc
Reach Us : Info@mydbops.com
Thank You

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eBPF - Observability In Deep

  • 1. Kabilesh P R Co-Founder, Mydbops October 3rd, 2020 Mydbops Database Meetup -7 EBPF Observability In Deep
  • 2. Interested in Open Source technologies Building Solutions on MySQL, Cloud & MongoDB Active Tech Speaker/Blogger Co-Founder, Mydbops Kabilesh PR About Me
  • 3. Consulting Services Managed Services Focuses on Top Opensource database MySQL, MongoDB and PostgreSQL Mydbops Services
  • 4. 400 + Clients In 4 Yrs. of Operations Our Clients
  • 5. Agenda BPF & EBPF BPF Internals Tools in action
  • 6. BPF Vs EBPF BPF(Berkely Packet Filter) an "in-kernal VM" for packet filter developed in 1992 by Steven McCanne and Van Jacobson Introduced with the Linux Kernel 2.1.75 in 1997 EBPF(Extended BPF), has been there from 2014 with LinuX kernel from version 3.15... It's no more a acronym, Since it not only does packet filtering
  • 7. Pre BPF Analysis 1. uptime 2. dmesg -T | tail 3. vmstat 1 4. mpstat -P ALL 1 5. pidstat 1 6. iostat -xdz 1 7. free -m 8. sar -n DEV 1 9. sar -n TCP,ETCP 1 10. top Mostly based on the procfs (/proc) -- post-process manner
  • 8. What is BPF eBPF can prepare user information in kernel context and transfer only needed information to user space. So far, support of kprobes, tracepoints, uprobes and perf_events filtering using eBPF have been implemented in the upstream kernel A user can interact with the eBPF kernel using a bpf() system call whose prototype is: int bpf(int cmd, union bpf_attr *attr, unsigned int size); eBPF is a revolutionary technology that can run sandboxed programs in the Linux kernel without changing kernel source code or loading kernel modules. By making the Linux kernel programmable, infrastructure software can leverage existing layers, making them more intelligent and feature-rich without continuing to add additional layers of complexity to the system (Dynamic tracing)
  • 9. update to modify the data). Microkernel model
  • 10. Development is being actively done later is better Execution Plan Analysis Linux Kernel support for eBPF
  • 14. BPF instruction are verified against end-loop and sanity (Verifier) Interpretor/Compiler uses GCC/LVM compiler Just-in-time (JIT) compiler translates eBPF bytecode into a host system's assembly code Registers to store instructions eBPF uses map as generic key/value data structure for data transfer between Kernel and user space BPF Internals
  • 18. Closer view of Sub-Systems CPU (Scheduling) Memory Disks File Systems Networking Applications Kernel Hypervisors Containers
  • 19. Newer Kernal is better, Great to have > 4.4 https://github.com/iovisor/bcc/blob/master/INSTALL.md (choose according to the version) Installation Ubuntu Package Ubuntu Packages Source packages and the binary packages produced from them can be found at packages.ubuntu.com. #sudo apt-get install bpfcc-tools linux-headers-$(uname -r) The tools are installed in /sbin (/usr/sbin in Ubuntu 18.04) with a -bpfcc extension. Try running sudo opensnoop-bpfcc.
  • 20. Iovisor: BPF Compiler Collection (BCC). BCC is a toolkit for creating efficient kernel tracing and manipulation programs, and includes several useful tools Installation Installation Ubuntu #sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 4052245BD4284CDD #echo "deb https://repo.iovisor.org/apt/$(lsb_release -cs) $(lsb_release -cs) main" | sudo tee /etc/apt/sources.list.d/iovisor.list #sudo apt-get update #sudo apt-get install bcc-tools libbcc-examples linux-headers-$(uname - r)
  • 21. Installation Installation Centos8 With Centos8, the package comes with the default repo #yum install bcc-tools Location: /usr/share/bcc/tools
  • 23. GUI tools Cloud-Flare has developed a open-source exporter around EPBF tool to ingest data to prometheus and Grafana for visualisation PMM also supports EBPF with external exporter support Netflix has their own GUI tool called Vector built on top of EBPF Many more enhancements are in progress
  • 25. Reach Us : Info@mydbops.com Thank You