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ebpfSummit_2021_-_eBPF_Library_Ecosystem_Overview.md

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eBPF Library Ecosystem Overview: Go, Rust, Python, C and Other Languages

The Libraries

  • C/C++: bcc, libbpf, ebpfpub
  • Go: iovisor/gobpf, cilium/ebpf, dropbox/goebpf, libbpfgo
  • Python: bcc, pyebpf
  • Rust: libbpf-rs, redbpf, aya
  • Other: Lua (bcc), Node.js (bpf, bpfcc), Ruby (rbbcc)
  • No Java or PHP (write your own :-))

A Bit of Background

  • Program Types (loading and attaching)
  • I/O (basic operations, additional abstractions)
  • Writing Programs (helpers, native language support)
  • Compiling Programs (external, clang integration, native)

Program Types

  • Tracing and Profiling (kprobes, uprobes, tracepoints, perf events)
  • Networking
    • XDP
    • TC
    • Socket Control and Filtering
  • Cgroup Resource Control (more socket control)
  • Security (LSM)
  • Other

C/C++ Libraries

BCC

  • Most popular eBPF library (direct/indirect use)
  • Program creation abstractions/helpers
  • I/O abstractions
  • Program compiler abstractions (LLVM/clang runtime dependency)
  • Lots of examples and tools
  • Biggest community
  • Supported program types:
    • Tracing and profiling programs
    • XDP, TC, Socket Filtering networking programs
    • Security (LSM) programs
  • Verdict: Good option if you want to leverage the power of BCC and you are building system or XDP/TC-based network tracing apps
  • https://github.com/iovisor/bcc

libbpf

  • Official eBPF library (eBPF linux kernel maintainers)
  • Focus on reusable eBPF programs (CO-RE)
  • No I/O, program or compiler abstractions
  • Template/starter project: https://github.com/libbpf/libbpf-bootstrap
  • Supported program types (explicit attach support):
    • Tracing and profiling programs
    • XDP networking programs
    • Security (LSM) programs
  • Support for generic program attach and link create calls
  • Verdict: Good option if you want to use the official eBPF library and you are ok using its low level interface and you don’t need the abstractions in BCC
  • https://github.com/libbpf/libbpf

ebpfpub

Go Libraries

iovisor/gobpf

  • Official BCC wrapper
  • Supported program types:
    • Tracing and profiling programs
    • XDP networking programs
  • Partial (load only) support for TC and some Socket Control and Filtering program types
  • Verdict: Good option if you want to leverage the power of BCC and you are building tracing apps
  • https://github.com/iovisor/gobpf

cilium/ebpf

  • Pure Go library
  • Initial goal use case - networking (“packet wrangling in XDP and TC”)
  • Tracing/profiling wasn’t the initial goal, but now it’s supported
  • Strange/clever API (Collections, Specs)
  • asm - helper library to write eBPF programs (low level instructions)
  • bpf2go - embed compiled programs in Go code
  • You are responsible for attaching many/important networking program types (e.g., XDP, TC)
  • Exposes low level / raw attach program (BPF_PROG_ATTACH) and attach link (BPF_LINK_CREATE) interfaces (useful for some prog types)
  • Supported program types (explicit “attach” support):
    • Most tracing and profiling programs
    • Few other program types (based on the vendor use cases / needs)
  • Verdict: Interesting library if you want a pure Go library and you are ok with the library design
  • https://github.com/cilium/ebpf

dropbox/goebpf

  • Pure Go library
  • Focus on networking
  • Nice and clean
  • Strange/unnecessary use of CGo in some cases
  • Supported program types:
    • Basic tracing and profiling programs (kprobes/kretprobes only)
    • XDP networking programs
    • One of the Socket filtering program types (SOCKET_FILTER)
    • TC network program types (but only loading, no attach, so doesn’t count :-))
  • Verdict: Interesting library if it supports the program types you need and if you want to a pure Go library
  • https://github.com/dropbox/goebpf

libbpfgo

  • Thin libbpf wrapper
  • Focus on tracing and other product use cases for the library vendor
  • Supported program types:
    • Tracing and profiling programs
    • Security (LSM) programs
    • TC network program types
  • Verdict: Good library if it supports the program types you need and if you want to use libbpf in Go
  • https://github.com/aquasecurity/libbpfgo

Python Libraries

BCC

  • Official BCC wrapper
  • Program creation helpers
  • I/O abstractions
  • Most widely used eBPF library
  • Lots of examples and python-based tools
  • Verdict: Use this library if you want to leverage the power of BCC and its community. Great option to prototype your first BPF app especially if it's a tracing app!
  • https://github.com/iovisor/bcc/tree/master/src/python/bcc

pyebpf

  • BCC wrapper (with extras)
  • Lets you write kprobes and I/O handlers in Python
  • Dated (python2 only) and requires extra work
  • Supported program types:
    • Only kprobe tracing and profiling programs
  • Verdict: Good library if you are looking for a project to contribute and you want to write kprobe eBPF programs in Python
  • https://pypi.org/project/pyebpf

Rust Libraries

libbpf-rs

redbpf

  • libbpf wrapper (partial wrapper, with extras)
  • Focus on networking and other product use cases for the library creators
  • Supported program types:
    • Some tracing and profiling programs (no raw tracepoint support)
    • XDP networking programs
    • Two Socket filtering program types (SOCKET_FILTER, SK_SKB/sockmap)
  • “redbpf-probes” - helper library to generate eBPF programs
  • Verdict: Interesting library if it supports the program types you need
  • https://github.com/foniod/redbpf

aya

  • Pure Rust library
  • Supported program types:
    • Most tracing and profiling programs (raw tracepoint support is WIP)
    • XDP networking programs
    • TC classifier programs
    • Several socket control and filtering programs (SOCK_FILTER, SK_SKB, SOCK_OPS, SK_MSG)
    • Security (LSM) (WIP)
    • Others
  • Planned support for rust-based eBPF programs (no clang)
  • Verdict: Early, but pretty impressive
  • https://github.com/aya-rs/aya

Other Languages

Lua

Ruby

Node.js

Key Takeaways

Program Type Categories

Tracing and Profiling

  • BPF_PROG_TYPE_KPROBE (kprobe/kretprobe/uprobe/uretprobe)
  • BPF_PROG_TYPE_PERF_EVENT
  • BPF_PROG_TYPE_TRACEPOINT
  • BPF_PROG_TYPE_RAW_TRACEPOINT
  • BPF_PROG_TYPE_RAW_TRACEPOINT_WRITABLE

Networking

XDP

  • BPF_PROG_TYPE_XDP

Traffic Control (TC)

  • BPF_PROG_TYPE_SCHED_CLS
  • BPF_PROG_TYPE_SCHED_ACT

Socket Control and Filtering

  • BPF_PROG_TYPE_SOCKET_FILTER
  • BPF_PROG_TYPE_SOCK_OPS
  • BPF_PROG_TYPE_SK_SKB
  • BPF_PROG_TYPE_SK_MSG
  • BPF_PROG_TYPE_SK_LOOKUP
  • BPF_PROG_TYPE_SK_REUSEPORT
  • BPF_PROG_TYPE_STRUCT_OPS

Flow Disector

  • BPF_PROG_TYPE_FLOW_DISSECTOR

Lightweight Tunnel

  • BPF_PROG_TYPE_LWT_IN
  • BPF_PROG_TYPE_LWT_OUT
  • BPF_PROG_TYPE_LWT_XMIT
  • BPF_PROG_TYPE_LWT_SEG6LOCAL

Cgroup Resource Control

  • BPF_PROG_TYPE_CGROUP_SKB
  • BPF_PROG_TYPE_CGROUP_SOCK
  • BPF_PROG_TYPE_CGROUP_SOCKOPT
  • BPF_PROG_TYPE_CGROUP_SOCK_ADDR
  • BPF_PROG_TYPE_CGROUP_SYSCTL
  • BPF_PROG_TYPE_CGROUP_DEVICE

Security

  • BPF_PROG_TYPE_LSM