diff options
author | jdenisco <jdenisco@cisco.com> | 2019-07-30 08:54:01 -0400 |
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committer | Dave Barach <openvpp@barachs.net> | 2019-08-08 22:57:31 +0000 |
commit | c54235776c08ec1e10d80d8c91e6e45e2d2f6831 (patch) | |
tree | 0cebf2921cb8e47aedcf815d6177e670c2244355 /docs/usecases/acls.rst | |
parent | 9cbf6818b37275199b6c0ebef0ef3d8ecaac0a3b (diff) |
docs: Add Ray's ACL use case
Change-Id: Id99f16953a23a4be4cc1fb94419ea8282fa720e8
Signed-off-by: jdenisco <jdenisco@cisco.com>
Diffstat (limited to 'docs/usecases/acls.rst')
-rw-r--r-- | docs/usecases/acls.rst | 488 |
1 files changed, 488 insertions, 0 deletions
diff --git a/docs/usecases/acls.rst b/docs/usecases/acls.rst new file mode 100644 index 00000000000..36023571779 --- /dev/null +++ b/docs/usecases/acls.rst @@ -0,0 +1,488 @@ +.. _aclwithvpp: + +Access Control Lists (ACLs) with FD.io VPP +========================================== + +This section is overview of the options available to implement ACLs in +FD.io VPP. As there are a number of way's to address ACL-like functionality, +it is worth a separate survey of these options with some commentary on +features and performance + +All performance numbers and examples from this document are reused from +the `FD.io CSIT v19.04 performance report <https://docs.fd.io/csit/rls1904/report/>`__ +All information and performance is accurate for +`FD.io VPP 19.04 <https://git.fd.io/vpp/tag/?h=v19.04>`__ release. The +sections *performance* & *operational data* below correlate directly with +those sections from the FD.io CSIT performance report. + +Summary +------- + ++---------------------+-----------+-----------------------------------+ +| Option | Relative | Features & Notes | +| | Performan | | +| | ce | | ++=====================+===========+===================================+ +| :ref:`aclplugin` | Lowest | Match on restricted L2-L4 fields, | +| | | stateful & stateless | ++---------------------+-----------+-----------------------------------+ +| :ref:`vppcop` | Highest | Match on Layer 3 IPs, stateless | +| | (software | | +| | only) | | ++---------------------+-----------+-----------------------------------+ +| :ref:`vppflow` | Highest | Match on restricted L2-L4 fields, | +| | (accelera | stateless, limited number of | +| | ted) | flows | ++---------------------+-----------+-----------------------------------+ +| :ref:`classifiers` | TBD | Match on any field in the first | +| | | 80 bytes, Not measured | ++---------------------+-----------+-----------------------------------+ + +FD.io VPP ACL Options +--------------------- + +.. _aclplugin: + +The FD.io VPP ACL Plugin +~~~~~~~~~~~~~~~~~~~~~~~~ + +The plugin was originally developed as part of FD.io VPP and OpenStack +integration. The plugin needs to be enabled on specific interfaces. + +Supports stateful and stateless ACLs on … +"""""""""""""""""""""""""""""""""""""""""" + +- MACs +- IPS +- UDP Ports +- TCP Ports & Flags +- ICMP Messages + +Directional +""""""""""" + +* Input ACLs + + * Run before the IP flow classification. + +* ACLs + + * Run before interface output. + +Actions +""""""" +- Permit (sl) +- Drop (sf) +- Permit+Reflect (sf) + +Stateful (sf) +""""""""""""" + +- Actions: permit+reflect +- Most heavily optimized, as are the most common use case. +- Faster because stateful uses a flow cache, it means the ACL hit is only taken once, up front for the flow and then becomes just look-up. +- Uses more memory, less deterministic as the flow cache makes it + more susceptible to the effects of the memory hierarchy and + locality. + +Stateless (sl) +"""""""""""""" + +- Actions : permit, drop +- Less optimized, less common use case. +- Slower as there is no flow-cache, every new packet incurs the same + amount ACL processing. +- Uses less memory, and are more deterministic (compared to + stateful). + +Operational Data +---------------- + +Input/Stateless +~~~~~~~~~~~~~~~ + +Test Case: 10ge2p1x520-ethip4udp-ip4base-iacl1sl-10kflows-ndrpdr +"""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""" + +.. code-block:: console + + DUT1: + Thread 0 vpp_main (lcore 1) + Time 3.8, average vectors/node 0.00, last 128 main loops 0.00 per node 0.00 + vector rates in 0.0000e0, out 0.0000e0, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + acl-plugin-fa-cleaner-process any wait 0 0 14 1.29e3 0.00 + acl-plugin-fa-worker-cleaner-pinterrupt wa 7 0 0 9.18e2 0.00 + api-rx-from-ring active 0 0 52 8.96e4 0.00 + dpdk-process any wait 0 0 1 1.35e4 0.00 + fib-walk any wait 0 0 2 2.69e3 0.00 + ip6-icmp-neighbor-discovery-ev any wait 0 0 4 1.32e3 0.00 + lisp-retry-service any wait 0 0 2 2.90e3 0.00 + unix-epoll-input polling 7037 0 0 1.25e6 0.00 + vpe-oam-process any wait 0 0 2 2.28e3 0.00 + + Thread 1 vpp_wk_0 (lcore 2) + Time 3.8, average vectors/node 249.02, last 128 main loops 32.00 per node 273.07 + vector rates in 6.1118e6, out 6.1118e6, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + TenGigabitEtherneta/0/0-output active 47106 11721472 0 9.47e0 248.83 + TenGigabitEtherneta/0/0-tx active 47106 11721472 0 4.22e1 248.83 + TenGigabitEtherneta/0/1-output active 47106 11721472 0 1.02e1 248.83 + TenGigabitEtherneta/0/1-tx active 47106 11721472 0 4.18e1 248.83 + acl-plugin-fa-worker-cleaner-pinterrupt wa 7 0 0 1.39e3 0.00 + acl-plugin-in-ip4-fa active 94107 23442944 0 1.75e2 249.11 + dpdk-input polling 47106 23442944 0 4.64e1 497.66 + ethernet-input active 94212 23442944 0 1.55e1 248.83 + ip4-input-no-checksum active 94107 23442944 0 3.23e1 249.11 + ip4-lookup active 94107 23442944 0 2.91e1 249.11 + ip4-rewrite active 94107 23442944 0 2.48e1 249.11 + unix-epoll-input polling 46 0 0 1.54e3 0.00 + +Input/Stateful +~~~~~~~~~~~~~~ + +Test Case: 64b-1t1c-ethip4udp-ip4base-iacl1sf-10kflows-ndrpdr +""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""" + +.. code-block:: console + + DUT1: + Thread 0 vpp_main (lcore 1) + Time 3.9, average vectors/node 0.00, last 128 main loops 0.00 per node 0.00 + vector rates in 0.0000e0, out 0.0000e0, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + acl-plugin-fa-cleaner-process any wait 0 0 16 1.40e3 0.00 + acl-plugin-fa-worker-cleaner-pinterrupt wa 8 0 0 8.97e2 0.00 + api-rx-from-ring active 0 0 52 7.12e4 0.00 + dpdk-process any wait 0 0 1 1.69e4 0.00 + fib-walk any wait 0 0 2 2.55e3 0.00 + ip4-reassembly-expire-walk any wait 0 0 1 1.27e4 0.00 + ip6-icmp-neighbor-discovery-ev any wait 0 0 4 1.09e3 0.00 + ip6-reassembly-expire-walk any wait 0 0 1 2.57e3 0.00 + lisp-retry-service any wait 0 0 2 1.18e4 0.00 + statseg-collector-process time wait 0 0 1 6.38e3 0.00 + unix-epoll-input polling 6320 0 0 1.41e6 0.00 + vpe-oam-process any wait 0 0 2 7.53e3 0.00 + + Thread 1 vpp_wk_0 (lcore 2) + Time 3.9, average vectors/node 252.74, last 128 main loops 32.00 per node 273.07 + vector rates in 7.5833e6, out 7.5833e6, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + TenGigabitEtherneta/0/0-output active 58325 14738944 0 9.41e0 252.70 + TenGigabitEtherneta/0/0-tx active 58325 14738944 0 4.32e1 252.70 + TenGigabitEtherneta/0/1-output active 58323 14738944 0 1.02e1 252.71 + TenGigabitEtherneta/0/1-tx active 58323 14738944 0 4.31e1 252.71 + acl-plugin-fa-worker-cleaner-pinterrupt wa 8 0 0 1.62e3 0.00 + acl-plugin-in-ip4-fa active 116628 29477888 0 1.01e2 252.75 + dpdk-input polling 58325 29477888 0 4.63e1 505.41 + ethernet-input active 116648 29477888 0 1.53e1 252.71 + ip4-input-no-checksum active 116628 29477888 0 3.21e1 252.75 + ip4-lookup active 116628 29477888 0 2.90e1 252.75 + ip4-rewrite active 116628 29477888 0 2.48e1 252.75 + unix-epoll-input polling 57 0 0 2.39e3 0.00 + +Output/Stateless +~~~~~~~~~~~~~~~~ + +Test Case: 64b-1t1c-ethip4udp-ip4base-oacl10sl-10kflows-ndrpdr +"""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""" + + .. code-block:: console + + DUT1: + Thread 0 vpp_main (lcore 1) + Time 3.8, average vectors/node 0.00, last 128 main loops 0.00 per node 0.00 + vector rates in 0.0000e0, out 0.0000e0, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + acl-plugin-fa-cleaner-process any wait 0 0 14 1.43e3 0.00 + acl-plugin-fa-worker-cleaner-pinterrupt wa 7 0 0 9.23e2 0.00 + api-rx-from-ring active 0 0 52 8.01e4 0.00 + dpdk-process any wait 0 0 1 1.59e6 0.00 + fib-walk any wait 0 0 2 6.81e3 0.00 + ip6-icmp-neighbor-discovery-ev any wait 0 0 4 2.81e3 0.00 + lisp-retry-service any wait 0 0 2 3.64e3 0.00 + unix-epoll-input polling 4842 0 0 1.81e6 0.00 + vpe-oam-process any wait 0 0 1 2.24e4 0.00 + + Thread 1 vpp_wk_0 (lcore 2) + Time 3.8, average vectors/node 249.29, last 128 main loops 36.00 per node 271.06 + vector rates in 5.9196e6, out 5.9196e6, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + TenGigabitEtherneta/0/0-output active 45595 11363584 0 9.22e0 249.23 + TenGigabitEtherneta/0/0-tx active 45595 11363584 0 4.25e1 249.23 + TenGigabitEtherneta/0/1-output active 45594 11363584 0 9.75e0 249.23 + TenGigabitEtherneta/0/1-tx active 45594 11363584 0 4.21e1 249.23 + acl-plugin-fa-worker-cleaner-pinterrupt wa 7 0 0 1.28e3 0.00 + acl-plugin-out-ip4-fa active 91155 22727168 0 1.78e2 249.32 + dpdk-input polling 45595 22727168 0 4.64e1 498.46 + ethernet-input active 91189 22727168 0 1.56e1 249.23 + interface-output active 91155 22727168 0 1.13e1 249.32 + ip4-input-no-checksum active 91155 22727168 0 1.95e1 249.32 + ip4-lookup active 91155 22727168 0 2.88e1 249.32 + ip4-rewrite active 91155 22727168 0 3.53e1 249.32 + unix-epoll-input polling 44 0 0 1.53e3 0.00 + +Output/Stateful +~~~~~~~~~~~~~~~ + +Test Case: 64b-1t1c-ethip4udp-ip4base-oacl10sf-10kflows-ndrpdr +"""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""" + +.. code-block:: console + + DUT1: + Thread 0 vpp_main (lcore 1) + Time 3.8, average vectors/node 0.00, last 128 main loops 0.00 per node 0.00 + vector rates in 0.0000e0, out 0.0000e0, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + acl-plugin-fa-cleaner-process any wait 0 0 16 1.47e3 0.00 + acl-plugin-fa-worker-cleaner-pinterrupt wa 8 0 0 8.51e2 0.00 + api-rx-from-ring active 0 0 50 7.24e4 0.00 + dpdk-process any wait 0 0 2 1.93e4 0.00 + fib-walk any wait 0 0 2 2.02e3 0.00 + ip4-reassembly-expire-walk any wait 0 0 1 3.96e3 0.00 + ip6-icmp-neighbor-discovery-ev any wait 0 0 4 9.84e2 0.00 + ip6-reassembly-expire-walk any wait 0 0 1 3.76e3 0.00 + lisp-retry-service any wait 0 0 2 1.49e4 0.00 + statseg-collector-process time wait 0 0 1 4.98e3 0.00 + unix-epoll-input polling 5653 0 0 1.55e6 0.00 + vpe-oam-process any wait 0 0 2 1.90e3 0.00 + + Thread 1 vpp_wk_0 (lcore 2) + Time 3.8, average vectors/node 250.85, last 128 main loops 36.00 per node 271.06 + vector rates in 7.2686e6, out 7.2686e6, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + TenGigabitEtherneta/0/0-output active 55639 13930752 0 9.33e0 250.38 + TenGigabitEtherneta/0/0-tx active 55639 13930752 0 4.27e1 250.38 + TenGigabitEtherneta/0/1-output active 55636 13930758 0 9.81e0 250.39 + TenGigabitEtherneta/0/1-tx active 55636 13930758 0 4.33e1 250.39 + acl-plugin-fa-worker-cleaner-pinterrupt wa 8 0 0 1.62e3 0.00 + acl-plugin-out-ip4-fa active 110988 27861510 0 1.04e2 251.03 + dpdk-input polling 55639 27861510 0 4.62e1 500.76 + ethernet-input active 111275 27861510 0 1.55e1 250.38 + interface-output active 110988 27861510 0 1.21e1 251.03 + ip4-input-no-checksum active 110988 27861510 0 1.95e1 251.03 + ip4-lookup active 110988 27861510 0 2.89e1 251.03 + ip4-rewrite active 110988 27861510 0 3.55e1 251.03 + unix-epoll-input polling 54 0 0 2.43e3 0.00 + +Performance +----------- + ++---------------------------------------+-------+-------------------+ +| Test Case | MPPS | Cycles per packet | ++---------------------------------------+-------+-------------------+ +| ethip4-ip4base | 18.26 | 136 | ++---------------------------------------+-------+-------------------+ +| ethip4ip4udp-ip4base-iacl1sl-10kflows | 9.134 | 273 | ++---------------------------------------+-------+-------------------+ +| ethip4ip4udp-ip4base-iacl1sf-10kflows | 11.06 | 226 | ++---------------------------------------+-------+-------------------+ + +Input ACLS (SKX) +~~~~~~~~~~~~~~~~ + +.. figure:: /_images/ip4-2n-iacl.png + +Output ACLs (HSW) +~~~~~~~~~~~~~~~~~ + +.. figure:: /_images/ip4-3n-oacl.png + +Configuration +------------- + +Stateful +~~~~~~~~ + +.. code-block:: console + + $ sudo vppctl ip_add_del_route 20.20.20.0/24 via 1.1.1.2 sw_if_index 1 resolve-attempts 10 count 1 + $ sudo vppctl acl_add_replace ipv4 permit src 30.30.30.1/32 dst 40.40.40.1/32 sport 1000 dport 1000, ipv4 permit+reflect src 10.10.10.0/24, ipv4 permit+reflect src 20.20.20.0/24 + $ sudo vppctl acl_interface_set_acl_list sw_if_index 2 input 0 + $ sudo vppctl acl_interface_set_acl_list sw_if_index 1 input 0 + +Stateless +~~~~~~~~~ + +.. code-block:: console + + $ sudo vppctl ip_add_del_route 20.20.20.0/24 via 1.1.1.2 sw_if_index 1 resolve-attempts 10 count 1 + $ sudo vppctl acl_add_replace ipv4 permit src 30.30.30.1/32 dst 40.40.40.1/32 sport 1000 dport 1000, ipv4 permit src 10.10.10.0/24, ipv4 permit src 20.20.20.0/24 + $ sudo vppctl acl_interface_set_acl_list sw_if_index 2 input 0 + $ sudo vppctl acl_interface_set_acl_list sw_if_index 1 input 0 + +Links +~~~~~ + +- `FD.io Security Groups overview <https://wiki.fd.io/view/VPP/SecurityGroups>`__ +- `Reflexive Access Control Lists <https://packetlife.net/blog/2008/nov/25/reflexive-access-lists/>`__ +- `Andrew Yuort's Blog on ACLs <http://stdio.be/blog/2017-12-09-Debugging-VPP-MACIP-ACLs/>`__ + +.. _vppcop: + +FD.io VPP COP +------------- + +IPv4/IPv6 white-lists using the FD.io VPP FIB, with support for multiple +nested white-lists. + +Design notes: +~~~~~~~~~~~~~ + +- The cop graph nodes (input & white-list) make reuse of the FD.io VPP in FIB 2.0 implementation. Essentially + a successful lookup in the FIB, indicates that a packet has been white-listed and may be forwarded. + +- cop-input: Determines if the frame is IPv4 or IPv6, and forwards to ipN-copwhitelist graph node. + +- ipN-copwhitelist: uses the ip4_fib_[mtrie,lookup] functions to confirm the packet's ip matches a route in the white-list fib. + +- Match: if it matches, it is then either sent to the next whitelist or to the ip layer. + +- No Match: if it there is not match, it is sent to error-drop. + +Operational Data +~~~~~~~~~~~~~~~~ + +Note: the double-pass of the ip4-lookup and ip4-rewrite. + +.. code-block:: console + + DUT1: + Thread 0 vpp_main (lcore 1) + Time 3.9, average vectors/node 0.00, last 128 main loops 0.00 per node 0.00 + vector rates in 0.0000e0, out 0.0000e0, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + api-rx-from-ring active 0 0 53 4.20e4 0.00 + dpdk-process any wait 0 0 1 1.75e4 0.00 + fib-walk any wait 0 0 2 1.59e3 0.00 + ip4-reassembly-expire-walk any wait 0 0 1 2.20e3 0.00 + ip6-icmp-neighbor-discovery-ev any wait 0 0 4 1.14e3 0.00 + ip6-reassembly-expire-walk any wait 0 0 1 1.50e3 0.00 + lisp-retry-service any wait 0 0 2 2.19e3 0.00 + statseg-collector-process time wait 0 0 1 2.48e3 0.00 + unix-epoll-input polling 2800 0 0 3.15e6 0.00 + vpe-oam-process any wait 0 0 2 7.00e2 0.00 + + Thread 1 vpp_wk_0 (lcore 2) + Time 3.9, average vectors/node 220.84, last 128 main loops 20.87 per node 190.86 + vector rates in 1.0724e7, out 1.0724e7, drop 0.0000e0, punt 0.0000e0 + Name State Calls Vectors Suspends Clocks Vectors/Call + TenGigabitEtherneta/0/0-output active 94960 20698112 0 1.03e1 217.97 + TenGigabitEtherneta/0/0-tx active 94960 20698112 0 3.97e1 217.97 + TenGigabitEtherneta/0/1-output active 92238 20698112 0 9.92e0 224.39 + TenGigabitEtherneta/0/1-tx active 92238 20698112 0 4.26e1 224.39 + cop-input active 94960 20698112 0 1.98e1 217.97 + dpdk-input polling 95154 41396224 0 4.58e1 435.04 + ethernet-input active 92238 20698112 0 1.59e1 224.39 + ip4-cop-whitelist active 94960 20698112 0 3.24e1 217.97 + ip4-input active 94960 20698112 0 3.13e1 217.97 + ip4-input-no-checksum active 92238 20698112 0 2.23e1 224.39 + ip4-lookup active 187198 41396224 0 3.08e1 221.14 + ip4-rewrite active 187198 41396224 0 2.47e1 221.14 + unix-epoll-input polling 93 0 0 1.35e3 0.00 + +Performance +~~~~~~~~~~~ + ++-------------------------------+-------+-------------------+ +| Test Case | MPPS | Cycles per packet | ++-------------------------------+-------+-------------------+ +| ethip4-ip4base | 18.81 | 132 | ++-------------------------------+-------+-------------------+ +| ethip4-ip4base-copwhtlistbase | 15.12 | 165 | ++-------------------------------+-------+-------------------+ + +.. figure:: /_images/ip4-acl-features-ndr.png + +Configuration +~~~~~~~~~~~~~ + +Note: a new VRF 1 is created which holds the whitelist, which then +applied to the interface 1. + +.. code-block:: console + + $ sudo vppctl ip_add_del_route 10.10.10.0/24 via 1.1.1.1 sw_if_index 2 resolve-attempts 10 count 1 + $ sudo vppctl ip_table_add_del table 1 + $ sudo vppctl ip_add_del_route 20.20.20.0/24 vrf 1 resolve-attempts 10 count 1 local + $ sudo vppctl cop_whitelist_enable_disable sw_if_index 1 ip4 fib-id 1 + $ sudo vppctl cop_interface_enable_disable sw_if_index 1 + +Links +~~~~~ + +- `FIB 2.0: Hierarchical, Protocol Independent. <https://wiki.fd.io/images/7/71/FIB_2.0_-_Hierarchical,_Protocol_Independent..pdf>`__ + +.. _vppflow: + +FD.io VPP Flow +-------------- + +FD.io VPP Flow adds the ability for FD.io VPP to support matching of +flows and taking an associated action. This information is then used to +program hardware accelerations such as those available on network cards, +e.g. Intel® Ethernet Flow Director technology on the Intel® Ethernet +Controller X710/XXV710/XL710. + +Supports +~~~~~~~~ + +Actions +""""""" + +- Count: don't now what this does, presume it count's matches. +- Mark: Associate a matched flow with arbitrary data such as vxlan tunnel, for a lookup in the redirect graph node. +- Buffer Advance: Can be used advance to an encapsulated ethernet or ip header. +- Redirect to node: When you see a packet from flow xyz, the next node in FD.io VPP is the indicated graph node. +- Redirect to queue: When you see a packet from flow xyz, is to redirect to rx queue n. +- Drop: When you see a packet from flow xyz, drop the packet (next node is error drop). + +Design Notes +~~~~~~~~~~~~ + +- Currently the only place in FD.io VPP that this is used, is to accelerate VXLAN bypassing the Ethernet and IP Layers. +- Flow uses DPDK rte_flow API under the hood for those network interfaces programmed through DPDK. +- Redirect to node: worth remember that if you are bypassing a graph, you are bypassing all the checks in the graph node, e.e time-to-live, crcs and the like. + +Operational Data +~~~~~~~~~~~~~~~~ + +FD.io CSIT numbers for VXLan do not use FD.io Flow support. + +Performance +~~~~~~~~~~~ + +FD.io CSIT numbers for VXLan do not use FD.io Flow support. + +Configuration +~~~~~~~~~~~~~ + +- `Flow API <https://git.fd.io/vpp/tree/src/vnet/flow/flow.h>`__ + +.. _classifiers: + +FD.io VPP Classifiers +--------------------- + +The most flexible form of ACLs in FD.io VPP enable the user to match anywhere in the first +80 bytes of the packet header. + +Configuration +~~~~~~~~~~~~~ + +Match an IPv6…. + +.. code-block:: console + + $ sudo vppctl classify table mask l3 ip6 dst buckets 64 + $ sudo vppctl classify session hit-next 0 table-index 0 match l3 ip6 dst 2001:db8:1::2 opaque-index 42 + $ sudo vppctl set interface l2 input classify intfc host-s0_s1 ip6-table 0 + +Links +~~~~~ + +- `Overview of classifers <https://wiki.fd.io/view/VPP/SecurityGroups#Existing_functionality>`__ +- `FD.io VPP Classifiers Overview <https://wiki.fd.io/view/VPP/Introduction_To_N-tuple_Classifiers>`__ +- `FD.io VPP Classifiers CLI <https://docs.fd.io/vpp/19.04/clicmd_src_vnet_classify.html>`__ +- `Sample Code from Andrew Yourt <http://stdio.be/vpp/t/aytest-bridge-tap-py.txt>`__ |