[ovs-dev] [PATCH] Documentation: Add Faucet tutorial.

Ben Pfaff blp at ovn.org
Wed Oct 18 21:05:24 UTC 2017


This is for a talk at the Faucet conference on Oct. 19:
http://conference.faucet.nz/schedule/

Signed-off-by: Ben Pfaff <blp at ovn.org>
---
 Documentation/automake.mk          |    1 +
 Documentation/tutorials/faucet.rst | 1462 ++++++++++++++++++++++++++++++++++++
 Documentation/tutorials/index.rst  |    1 +
 3 files changed, 1464 insertions(+)
 create mode 100644 Documentation/tutorials/faucet.rst

diff --git a/Documentation/automake.mk b/Documentation/automake.mk
index 6f38912f264b..da482b419887 100644
--- a/Documentation/automake.mk
+++ b/Documentation/automake.mk
@@ -23,6 +23,7 @@ DOC_SOURCE = \
 	Documentation/intro/install/windows.rst \
 	Documentation/intro/install/xenserver.rst \
 	Documentation/tutorials/index.rst \
+	Documentation/tutorials/faucet.rst \
 	Documentation/tutorials/ovs-advanced.rst \
 	Documentation/tutorials/ovn-openstack.rst \
 	Documentation/tutorials/ovn-sandbox.rst \
diff --git a/Documentation/tutorials/faucet.rst b/Documentation/tutorials/faucet.rst
new file mode 100644
index 000000000000..67c663649f72
--- /dev/null
+++ b/Documentation/tutorials/faucet.rst
@@ -0,0 +1,1462 @@
+..
+      Licensed under the Apache License, Version 2.0 (the "License"); you may
+      not use this file except in compliance with the License. You may obtain
+      a copy of the License at
+
+          http://www.apache.org/licenses/LICENSE-2.0
+
+      Unless required by applicable law or agreed to in writing, software
+      distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+      WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+      License for the specific language governing permissions and limitations
+      under the License.
+
+      Convention for heading levels in Open vSwitch documentation:
+
+      =======  Heading 0 (reserved for the title in a document)
+      -------  Heading 1
+      ~~~~~~~  Heading 2
+      +++++++  Heading 3
+      '''''''  Heading 4
+
+      Avoid deeper levels because they do not render well.
+
+===================
+OVS Faucet Tutorial
+===================
+
+This tutorial demonstrates how Open vSwitch works with a controller, using the
+Faucet controller as a simple way to get started.  It was tested with the
+"master" branch of Open vSwitch and version 1.6.7 of Faucet in October 2017.
+It does not use advanced or recently added features in OVS or Faucet, so other
+versions of both pieces of software are likely to work equally well.
+
+The goal of the tutorial is to demonstrate Open vSwitch and Faucet in an
+end-to-end way, that is, to show how it works from the Faucet controller
+configuration at the top, through the OpenFlow flow table, to the datapath
+processing.  Along the way, in addition to helping to understand the
+architecture at each level, we discuss performance and troubleshooting issues.
+We hope that this demonstration makes it easier for users and potential users
+to understand how Open vSwitch works and how to debug and troubleshoot it.
+
+We provide enough details in the tutorial that you should be able to fully
+follow along by following the instructions.
+
+Setting Up OVS
+--------------
+
+This section explains to how to set up Open vSwitch for the purpose of using it
+with Faucet for the tutorial.
+
+You might already have Open vSwitch installed on one or more computers or VMs,
+perhaps set up to control a set of VMs or a physical network.  This is
+admirable, but we will be using Open vSwitch in a different way to set up a
+simulation environment called the OVS "sandbox".  The sandbox does not use
+virtual machines or containers, which makes it more limited than setups based
+on those kinds of setups, but on the other hand it is also (in this writer's
+opinion) easier to set up.
+
+There are two ways to start a sandbox: one that uses the Open vSwitch that is
+already installed on a system, and another that uses a copy of Open vSwitch
+that has been built but not yet installed.  The latter is more often used and
+thus better tested, but both should work.  The instructions below explain both
+approaches:
+
+1. Get a copy of the Open vSwitch source repository using Git, then ``cd`` into
+   the new directory::
+
+     $ git clone https://github.com/openvswitch/ovs.git
+     $ cd ovs
+
+   The default checkout is the master branch.  You can check out a tag
+   (such as v2.8.0) or a branch (such as origin/branch-2.8), if you
+   prefer.
+
+2. If you do not already have an installed copy of Open vSwitch on your system,
+   or if you do not want to use it for the sandbox (the sandbox will not
+   disturb the functionality of any existing switches), then proceed to step 3.
+   If you do have an installed copy and you want to use it for the sandbox, try
+   to start the sandbox by running::
+
+     $ tutorial/ovs-sandbox
+
+   If it is successful, you will find yourself in a subshell environment, which
+   is the sandbox (you can exit with ``exit`` or Control+D).  If so, you're
+   finished and do not need to complete the rest of the steps.  If it fails,
+   you can proceed to step 3 to build Open vSwitch anyway.
+
+3. Before you build, you might want to check that your system meets the build
+   requirements.  Read :doc:``intro/install/general.rst`` to find out.  For
+   this tutorial, there is no need to compile the Linux kernel module, or to
+   use any of the optional libraries such as OpenSSL, DPDK, or libcap-ng.
+
+4. Configure and build Open vSwitch::
+
+     $ ./boot.sh
+     $ ./configure
+     $ make -j4
+
+5. Try out the sandbox by running::
+
+     $ make sandbox
+
+   You can exit the sandbox with ``exit`` or Control+D.
+
+Setting up Faucet
+-----------------
+
+This section explains how to get a copy of Faucet and set it up
+appropriately for the tutorial.  There are many other ways to install
+Faucet, but this simple approach worked well for me.  It has the
+advantage that it does not require modifying any system-level files or
+directories on your machine.  It does, on the other hand, require
+Docker, so make sure you have it installed and working.
+
+It will be a little easier to go through the rest of the tutorial if
+you run these instructions in a separate terminal from the one that
+you're using for Open vSwitch, because it's often necessary to switch
+between one and the other.
+
+1. Get a copy of the Faucet source repository using Git, then ``cd``
+   into the new directory::
+
+     $ git clone https://github.com/faucetsdn/faucet.git
+     $ cd faucet
+
+   At this point I checked out the latest tag::
+
+     $ git checkout v1.6.7
+
+2. Build a docker container image::
+
+     $ docker build -t faucet/faucet .
+
+   This will take a few minutes.
+
+3. Create an installation directory under the ``faucet`` directory for
+   the docker image to use::
+
+     $ mkdir inst
+
+   The Faucet configuration will go in ``inst/faucet.yaml`` and its
+   main log will appear in ``inst/faucet.log``.  (The official Faucet
+   installation instructions call to put these in ``/etc/ryu/faucet``
+   and ``/var/log/ryu/faucet``, respectively, but we avoid modifying
+   these system directories.)
+
+4. Create a container and start Faucet::
+
+     $ docker run -d --name faucet -v `pwd`/inst/:/etc/ryu/faucet/ -v `pwd`/inst/:/var/log/ryu/faucet/ -p 6653:6653 faucet/faucet
+
+5. Look in ``inst/faucet.log`` to verify that Faucet started.  It will
+   probably start with an exception and traceback because we have not
+   yet created ``inst/faucet.yaml``.
+
+6. Later on, to make a new or updated Faucet configuration take
+   effect quickly, you can run::
+
+     $ docker exec faucet pkill -HUP -f faucet.faucet
+
+   Another way is to stop and start the Faucet container::
+
+     $ docker restart faucet
+
+   You can also stop and delete the container; after this, to start it
+   again, you need to rerun the ``docker run`` command::
+
+     $ docker stop faucet
+     $ docker rm faucet
+
+Overview
+--------
+
+Now that Open vSwitch and Faucet are ready, here's an overview of what
+we're going to do for the remainder of the tutorial:
+
+1. Switching: Set up an L2 network with Faucet.
+
+2. Routing: Route between multiple L3 networks with Faucet.
+
+3. ACLs: Add and modify access control rules.
+
+At each step, we will take a look at how the features in question work
+from Faucet at the top to the data plane layer at the bottom.  From
+the highest to lowest level, these layers and the software components
+that connect them are:
+
+* Faucet, which as the top level in the system is the authoritative
+  source of the network configuration.
+
+  Faucet connects to a variety of monitoring and performance tools,
+  but we won't use them in this tutorial.  Our main insights into the
+  system will be through ``faucet.yaml`` for configuration and
+  ``faucet.log`` to observe state, such as MAC learning and ARP
+  resolution, and to tell when we've screwed up configuration syntax
+  or semantics.
+
+* The OpenFlow subsystem in Open vSwitch.  OpenFlow is the protocol,
+  standardized by the Open Networking Foundation, that controllers
+  like Faucet use to control how Open vSwitch and other switches treat
+  packets in the network.
+
+  We will use ``ovs-ofctl``, a utility that comes with Open vSwitch,
+  to observe and occasionally modify Open vSwitch's OpenFlow behavior.
+  We will also use ``ovs-appctl``, a utility for communicating with
+  ``ovs-vswitchd`` and other Open vSwitch daemons, to ask "what-if?"
+  type questions.
+
+  In addition, the OVS sandbox by default raises the Open vSwitch
+  logging level for OpenFlow high enough that we can learn a great
+  deal about OpenFlow behavior simply by reading its log file.
+
+* Open vSwitch datapath.  This is essentially a cache designed to
+  accelerate packet processing.  Open vSwitch includes a few different
+  datapaths, such as one based on the Linux kernel and a
+  userspace-only datapath (sometimes called the "DPDK" datapath).  The
+  OVS sandbox uses the latter, but the principles behind it apply
+  equally well to other datapaths.
+
+At each step, we discuss how the design of each layer influences
+performance.  We demonstrate how Open vSwitch features can be used to
+debug, troubleshoot, and understand the system as a whole.
+
+Switching
+---------
+
+Layer-2 (L2) switching is the basis of modern networking.  It's also
+very simple and a good place to start, so let's set up a switch with
+some VLANs in Faucet and see how it works at each layer.  Begin by
+putting the following into ``inst/faucet.yaml``::
+
+  dps:
+      switch-1:
+          dp_id: 0x1
+          timeout: 65535
+          arp_neighbor_timeout: 65535
+          interfaces:
+              1:
+                  native_vlan: 100
+              2:
+                  native_vlan: 100
+              3:
+                  native_vlan: 100
+              4:
+                  native_vlan: 200
+              5:
+                  native_vlan: 200
+  vlans:
+      100:
+      200:
+
+This configuration file defines a single switch ("datapath" or "dp")
+named ``switch-1``.  The switch has five ports, numbered 1 through 5.
+Ports 1, 2, and 3 are in VLAN 100, and ports 4 and 5 are in VLAN 2.
+Faucet can identify the switch from its datapath ID, which is defined
+to be 0x1.
+
+.. note::
+
+  This also sets high MAC learning and ARP timeouts.  The defaults are
+  5 minutes and about 8 minutes, which are fine in production but
+  sometimes too fast for manual experimentation.  (Don't use a timeout
+  bigger than 65535 seconds because it will crash Faucet.)
+
+Now restart Faucet so that the configuration takes effect, e.g.::
+
+  $ docker restart faucet
+
+Assuming that the configuration update is successful, you should now
+see a new line at the end of ``inst/faucet.log``::
+
+  Oct 14 22:36:42 faucet INFO     Add new datapath DPID 1 (0x1)
+
+Faucet is now waiting for a switch with datapath ID 0x1 to connect to
+it over OpenFlow, so our next step is to create a switch with OVS and
+make it connect to Faucet.  To do that, switch to the terminal where
+you checked out OVS and start a sandbox with ``make sandbox`` or
+`tutorial/ovs-sandbox`` (as explained earlier under `Setting Up
+OVS`_).  You should see something like this toward the end of the
+output::
+
+  ----------------------------------------------------------------------
+  You are running in a dummy Open vSwitch environment.  You can use
+  ovs-vsctl, ovs-ofctl, ovs-appctl, and other tools to work with the
+  dummy switch.
+
+  Log files, pidfiles, and the configuration database are in the
+  "sandbox" subdirectory.
+
+  Exit the shell to kill the running daemons.
+  blp at sigabrt:~/nicira/ovs/tutorial(0)$
+	 
+Inside the sandbox, create a switch ("bridge") named ``br0``, set its
+datapath ID to 0x1, add simulated ports to it named ``p1`` through
+``p5``, and tell it to connect to the Faucet controller.  To make it
+easier to understand, we request for port ``p1`` to be assigned
+OpenFlow port 1, ``p2`` port 2, and so on.  As a final touch,
+configure the controller to be "out-of-band" (this is mainly to avoid
+some annoying messages in the ``ovs-vswitchd`` logs; for more
+information, run ``man ovs-vswitchd.conf.db`` and search for
+``connection_mode``)::
+
+  $ ovs-vsctl add-br br0 \
+	   -- set bridge br0 other-config:datapath-id=0000000000000001 \
+	   -- add-port br0 p1 -- set interface p1 ofport_request=1 \
+	   -- add-port br0 p2 -- set interface p2 ofport_request=2 \
+	   -- add-port br0 p3 -- set interface p3 ofport_request=3 \
+	   -- add-port br0 p4 -- set interface p4 ofport_request=4 \
+	   -- add-port br0 p5 -- set interface p5 ofport_request=5 \
+	   -- set-controller br0 tcp:127.0.0.1:6653 \
+	   -- set controller br0 connection-mode=out-of-band
+
+.. note::
+
+  You don't have to run all of these as a single ``ovs-vsctl``
+  invocation.  It is a little more efficient, though, and since it
+  updates the OVS configuration in a single database transaction it
+  means that, for example, there is never a time when the controller
+  is set but it has not yet been configured as out-of-band.
+
+Now, if you look at ``inst/faucet.log`` again, you should see that
+Faucet recognized and configured the new switch and its ports::
+
+  Oct 14 22:50:08 faucet.valve INFO     DPID 1 (0x1) Cold start configuring DP
+  Oct 14 22:50:08 faucet.valve INFO     DPID 1 (0x1) Configuring VLAN 100 vid:100 ports:Port 1,Port 2,Port 3
+  Oct 14 22:50:08 faucet.valve INFO     DPID 1 (0x1) Configuring VLAN 200 vid:200 ports:Port 4,Port 5
+  Oct 14 22:50:08 faucet.valve INFO     DPID 1 (0x1) Port Port 1 up, configuring
+  Oct 14 22:50:08 faucet.valve INFO     DPID 1 (0x1) Port Port 2 up, configuring
+  Oct 14 22:50:08 faucet.valve INFO     DPID 1 (0x1) Port Port 3 up, configuring
+  Oct 14 22:50:08 faucet.valve INFO     DPID 1 (0x1) Port Port 4 up, configuring
+  Oct 14 22:50:08 faucet.valve INFO     DPID 1 (0x1) Port Port 5 up, configuring
+
+Over on the Open vSwitch side, you can see a lot of related activity
+if you take a look in ``sandbox/ovs-vswitchd.log``.  For example, here
+is the basic OpenFlow session setup and Faucet's probe of the switch's
+ports and capabilities::
+
+  rconn|INFO|br0<->tcp:127.0.0.1:6653: connecting...
+  vconn|DBG|tcp:127.0.0.1:6653: sent (Success): OFPT_HELLO (OF1.4) (xid=0x1):
+   version bitmap: 0x01, 0x02, 0x03, 0x04, 0x05
+  vconn|DBG|tcp:127.0.0.1:6653: received: OFPT_HELLO (OF1.3) (xid=0x2f24810a):
+   version bitmap: 0x01, 0x02, 0x03, 0x04
+  vconn|DBG|tcp:127.0.0.1:6653: negotiated OpenFlow version 0x04 (we support version 0x05 and earlier, peer supports version 0x04 and earlier)
+  rconn|INFO|br0<->tcp:127.0.0.1:6653: connected
+  vconn|DBG|tcp:127.0.0.1:6653: received: OFPT_ECHO_REQUEST (OF1.3) (xid=0x2f24810b): 0 bytes of payload
+  vconn|DBG|tcp:127.0.0.1:6653: sent (Success): OFPT_ECHO_REPLY (OF1.3) (xid=0x2f24810b): 0 bytes of payload
+  vconn|DBG|tcp:127.0.0.1:6653: received: OFPT_FEATURES_REQUEST (OF1.3) (xid=0x2f24810c):
+  vconn|DBG|tcp:127.0.0.1:6653: sent (Success): OFPT_FEATURES_REPLY (OF1.3) (xid=0x2f24810c): dpid:0000000000000001
+   n_tables:254, n_buffers:0
+   capabilities: FLOW_STATS TABLE_STATS PORT_STATS GROUP_STATS QUEUE_STATS
+  vconn|DBG|tcp:127.0.0.1:6653: received: OFPST_PORT_DESC request (OF1.3) (xid=0x2f24810d): port=ANY
+  vconn|DBG|tcp:127.0.0.1:6653: sent (Success): OFPST_PORT_DESC reply (OF1.3) (xid=0x2f24810d):
+   1(p1): addr:aa:55:aa:55:00:14
+       config:     PORT_DOWN
+       state:      LINK_DOWN
+       speed: 0 Mbps now, 0 Mbps max
+   2(p2): addr:aa:55:aa:55:00:15
+       config:     PORT_DOWN
+       state:      LINK_DOWN
+       speed: 0 Mbps now, 0 Mbps max
+   3(p3): addr:aa:55:aa:55:00:16
+       config:     PORT_DOWN
+       state:      LINK_DOWN
+       speed: 0 Mbps now, 0 Mbps max
+   4(p4): addr:aa:55:aa:55:00:17
+       config:     PORT_DOWN
+       state:      LINK_DOWN
+       speed: 0 Mbps now, 0 Mbps max
+   5(p5): addr:aa:55:aa:55:00:18
+       config:     PORT_DOWN
+       state:      LINK_DOWN
+       speed: 0 Mbps now, 0 Mbps max
+   LOCAL(br0): addr:c6:64:ff:59:48:41
+       config:     PORT_DOWN
+       state:      LINK_DOWN
+       speed: 0 Mbps now, 0 Mbps max
+
+After that, you can see Faucet delete all existing flows and then
+start to add new ones::
+
+  vconn|DBG|tcp:127.0.0.1:6653: received: OFPT_FLOW_MOD (OF1.3) (xid=0x2f24810e): DEL table:255 priority=0 actions=drop
+  vconn|DBG|tcp:127.0.0.1:6653: received: OFPT_BARRIER_REQUEST (OF1.3) (xid=0x2f24810f):
+  vconn|DBG|tcp:127.0.0.1:6653: sent (Success): OFPT_BARRIER_REPLY (OF1.3) (xid=0x2f24810f):
+  vconn|DBG|tcp:127.0.0.1:6653: received: OFPT_FLOW_MOD (OF1.3) (xid=0x2f248110): ADD priority=0 cookie:0x5adc15c0 out_port:0 actions=drop
+  vconn|DBG|tcp:127.0.0.1:6653: received: OFPT_FLOW_MOD (OF1.3) (xid=0x2f248111): ADD table:1 priority=0 cookie:0x5adc15c0 out_port:0 actions=drop
+  ...
+
+OpenFlow Layer
+~~~~~~~~~~~~~~
+
+Let's take a look at the OpenFlow tables that Faucet set up.  Before
+we do that, it's helpful to take a look at ``docs/architecture.rst``
+in the Faucet documentation to learn how Faucet structures its flow
+tables.  In summary, this document says:
+
+Table 0
+  Port-based ACLs
+
+Table 1
+  Ingress VLAN processing
+
+Table 2
+  VLAN-based ACLs
+
+Table 3
+  Ingress L2 processing, MAC learning
+
+Table 4
+  L3 forwarding for IPv4
+
+Table 5
+  L3 forwarding for IPv6
+
+Table 6
+  Virtual IP processing, e.g. for router IP addresses implemented by Faucet
+
+Table 7
+  Egress L2 processing
+
+Table 8
+  Flooding
+  
+With that in mind, let's dump the flow tables.  The simplest way is to
+just run plain ``ovs-ofctl dump-flows``::
+
+  $ ovs-ofctl dump-flows br0
+
+If you run that bare command, it produces a lot of extra gunk that
+makes the output harder to read, like statistics and "cookie" values
+that are all the same.  In addition, for historical reasons
+``ovs-ofctl`` always defaults to using OpenFlow 1.0 even though Faucet
+and most modern controllers use OpenFlow 1.3, so it's best to force it
+to use OpenFlow 1.3.  We could throw in a lot of options to fix these,
+but we'll want to do this more than once, so let's start by defining a
+shell function for ourselves::
+
+  $ dump-flows () {
+    ovs-ofctl -OOpenFlow13 --names --no-stat dump-flows "$@" \
+      | sed 's/cookie=0x5adc15c0, //'
+  }
+
+Let's also define ``save-flows`` and ``diff-flows`` functions for
+later use::
+
+  $ save-flows () {
+    ovs-ofctl -OOpenFlow13 --no-names --sort dump-flows "$@"
+  }
+  $ diff-flows () {
+    ovs-ofctl -OOpenFlow13 diff-flows "$@" | sed 's/cookie=0x5adc15c0 //'
+  }
+
+Now let's take a look at the flows we've got and what they mean, like
+this::
+
+  $ dump-flows br0
+
+First, table 0 has a flow that just jumps to table 1 for each
+configured port, and drops other unrecognized packets.  Presumably it
+will do more if we configured port-based ACLs::
+
+  priority=9099,in_port=p1 actions=goto_table:1
+  priority=9099,in_port=p2 actions=goto_table:1
+  priority=9099,in_port=p3 actions=goto_table:1
+  priority=9099,in_port=p4 actions=goto_table:1
+  priority=9099,in_port=p5 actions=goto_table:1
+  priority=0 actions=drop
+
+Table 1, for ingress VLAN processing, has a bunch of flows that drop
+inappropriate packets, like those that claim to be from a broadcast
+source address (why not from all multicast source addresses,
+though?)::
+
+  table=1, priority=9099,dl_src=ff:ff:ff:ff:ff:ff actions=drop
+  table=1, priority=9001,dl_src=0e:00:00:00:00:01 actions=drop
+  table=1, priority=9099,dl_dst=01:80:c2:00:00:00 actions=drop
+  table=1, priority=9099,dl_dst=01:00:0c:cc:cc:cd actions=drop
+  table=1, priority=9099,dl_type=0x88cc actions=drop
+
+Table 1 also has some more interesting flows that recognize packets
+without a VLAN header on each of our ports
+(``vlan_tci=0x0000/0x1fff``), push on the VLAN configured for the
+port, and proceed to table 3.  Presumably these skip table 2 because
+we did not configure any VLAN-based ACLs.  There is also a fallback
+flow to drop other packets, which in practice means that if any
+received packet already has a VLAN header then it will be dropped::
+
+  table=1, priority=9000,in_port=p1,vlan_tci=0x0000/0x1fff actions=push_vlan:0x8100,set_field:4196->vlan_vid,goto_table:3
+  table=1, priority=9000,in_port=p2,vlan_tci=0x0000/0x1fff actions=push_vlan:0x8100,set_field:4196->vlan_vid,goto_table:3
+  table=1, priority=9000,in_port=p3,vlan_tci=0x0000/0x1fff actions=push_vlan:0x8100,set_field:4196->vlan_vid,goto_table:3
+  table=1, priority=9000,in_port=p4,vlan_tci=0x0000/0x1fff actions=push_vlan:0x8100,set_field:4296->vlan_vid,goto_table:3
+  table=1, priority=9000,in_port=p5,vlan_tci=0x0000/0x1fff actions=push_vlan:0x8100,set_field:4296->vlan_vid,goto_table:3
+  table=1, priority=0 actions=drop
+
+.. note::
+
+  The syntax ``set_field:4196->vlan_vid`` is curious and somewhat
+  misleading.  OpenFlow 1.3 defines the ``vlan_vid`` field as a 13-bit
+  field where bit 12 is set to 1 if the VLAN header is present.  Thus,
+  since 4196 is 0x1064, this action sets VLAN value 0x64, which in
+  decimal is 100.
+
+Table 2 isn't used because there are no VLAN-based ACLs.  It just has
+a drop flow::
+
+  table=2, priority=0 actions=drop
+
+Table 3 is used for MAC learning but the controller hasn't learned any
+MAC yet.  We'll come back here later::
+
+  table=3, priority=0 actions=drop
+  table=3, priority=9000 actions=CONTROLLER:96,goto_table:7
+
+Tables 4, 5, and 6 aren't used because we haven't configured any
+routing::
+
+  table=4, priority=0 actions=drop
+  table=5, priority=0 actions=drop
+  table=6, priority=0 actions=drop
+
+Table 7 is used to direct packets to learned MACs but Faucet hasn't
+learned any MACs yet, so it just sends all the packets along to table
+8::
+
+  table=7, priority=0 actions=drop
+  table=7, priority=9000 actions=goto_table:8
+
+Table 8 implements flooding, broadcast, and multicast.  The flows for
+broadcast and flood are easy to understand: if the packet came in on a
+given port and needs to be flooded or broadcast, output it to all the
+other ports in the same VLAN::
+
+  table=8, priority=9008,in_port=p1,dl_vlan=100,dl_dst=ff:ff:ff:ff:ff:ff actions=pop_vlan,output:p2,output:p3
+  table=8, priority=9008,in_port=p2,dl_vlan=100,dl_dst=ff:ff:ff:ff:ff:ff actions=pop_vlan,output:p1,output:p3
+  table=8, priority=9008,in_port=p3,dl_vlan=100,dl_dst=ff:ff:ff:ff:ff:ff actions=pop_vlan,output:p1,output:p2
+  table=8, priority=9008,in_port=p4,dl_vlan=200,dl_dst=ff:ff:ff:ff:ff:ff actions=pop_vlan,output:p5
+  table=8, priority=9008,in_port=p5,dl_vlan=200,dl_dst=ff:ff:ff:ff:ff:ff actions=pop_vlan,output:p4
+  table=8, priority=9000,in_port=p1,dl_vlan=100 actions=pop_vlan,output:p2,output:p3
+  table=8, priority=9000,in_port=p2,dl_vlan=100 actions=pop_vlan,output:p1,output:p3
+  table=8, priority=9000,in_port=p3,dl_vlan=100 actions=pop_vlan,output:p1,output:p2
+  table=8, priority=9000,in_port=p4,dl_vlan=200 actions=pop_vlan,output:p5
+  table=8, priority=9000,in_port=p5,dl_vlan=200 actions=pop_vlan,output:p4
+
+.. note::
+
+  These flows could apparently be simpler because OpenFlow says that
+  ``output:<port>`` is ignored if ``<port>`` is the input port.  That
+  means that the first three flows above could apparently be collapsed
+  into just::
+
+    table=8, priority=9008,dl_vlan=100,dl_dst=ff:ff:ff:ff:ff:ff actions=pop_vlan,output:p1,output:p2,output:p3
+
+  There might be some reason why this won't work or isn't practical,
+  but that isn't obvious from looking at the flow table.
+
+There are also some flows for handling some standard forms of
+multicast, and a fallback drop flow::
+
+  table=8, priority=9006,in_port=p1,dl_vlan=100,dl_dst=33:33:00:00:00:00/ff:ff:00:00:00:00 actions=pop_vlan,output:p2,output:p3
+  table=8, priority=9006,in_port=p2,dl_vlan=100,dl_dst=33:33:00:00:00:00/ff:ff:00:00:00:00 actions=pop_vlan,output:p1,output:p3
+  table=8, priority=9006,in_port=p3,dl_vlan=100,dl_dst=33:33:00:00:00:00/ff:ff:00:00:00:00 actions=pop_vlan,output:p1,output:p2
+  table=8, priority=9006,in_port=p4,dl_vlan=200,dl_dst=33:33:00:00:00:00/ff:ff:00:00:00:00 actions=pop_vlan,output:p5
+  table=8, priority=9006,in_port=p5,dl_vlan=200,dl_dst=33:33:00:00:00:00/ff:ff:00:00:00:00 actions=pop_vlan,output:p4
+  table=8, priority=9002,in_port=p1,dl_vlan=100,dl_dst=01:80:c2:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p2,output:p3
+  table=8, priority=9002,in_port=p2,dl_vlan=100,dl_dst=01:80:c2:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p1,output:p3
+  table=8, priority=9002,in_port=p3,dl_vlan=100,dl_dst=01:80:c2:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p1,output:p2
+  table=8, priority=9004,in_port=p1,dl_vlan=100,dl_dst=01:00:5e:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p2,output:p3
+  table=8, priority=9004,in_port=p2,dl_vlan=100,dl_dst=01:00:5e:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p1,output:p3
+  table=8, priority=9004,in_port=p3,dl_vlan=100,dl_dst=01:00:5e:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p1,output:p2
+  table=8, priority=9002,in_port=p4,dl_vlan=200,dl_dst=01:80:c2:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p5
+  table=8, priority=9002,in_port=p5,dl_vlan=200,dl_dst=01:80:c2:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p4
+  table=8, priority=9004,in_port=p4,dl_vlan=200,dl_dst=01:00:5e:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p5
+  table=8, priority=9004,in_port=p5,dl_vlan=200,dl_dst=01:00:5e:00:00:00/ff:ff:ff:00:00:00 actions=pop_vlan,output:p4
+  table=8, priority=0 actions=drop
+
+Tracing
+~~~~~~~
+
+Let's go a level deeper.  So far, everything we've done has been
+fairly general.  We can also look at something more specific: the path
+that a particular packet would take through Open vSwitch.  We can use
+OVN ``ofproto/trace`` command to play "what-if?" games.  This command
+is one that we send directly to ``ovs-vswitchd``, using the
+``ovs-appctl`` utility.
+
+.. note::
+
+  (``ovs-appctl`` is actually a very simple-minded JSON-RPC client, so
+  you could also use some other utility that speaks JSON-RPC, or
+  access it from a program as an API.)
+
+The ``ovs-vswitchd``\(8) manpage has a lot of detail on how to use
+``ofproto/trace``, but let's just start by building up from a simple
+example.  You can start with a command that just specifies the
+datapath (e.g. ``br0``), an input port, and nothing else; unspecified
+fields default to all-zeros.  Let's look at the full output for this
+trivial example::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p1
+  Flow: in_port=1,vlan_tci=0x0000,dl_src=00:00:00:00:00:00,dl_dst=00:00:00:00:00:00,dl_type=0x0000
+
+  bridge("br0")
+  -------------
+   0. in_port=1, priority 9099, cookie 0x5adc15c0
+      goto_table:1
+   1. in_port=1,vlan_tci=0x0000/0x1fff, priority 9000, cookie 0x5adc15c0
+      push_vlan:0x8100
+      set_field:4196->vlan_vid
+      goto_table:3
+   3. priority 9000, cookie 0x5adc15c0
+      CONTROLLER:96
+      goto_table:7
+   7. priority 9000, cookie 0x5adc15c0
+      goto_table:8
+   8. in_port=1,dl_vlan=100, priority 9000, cookie 0x5adc15c0
+      pop_vlan
+      output:2
+      output:3
+
+  Final flow: unchanged
+  Megaflow: recirc_id=0,eth,in_port=1,vlan_tci=0x0000,dl_src=00:00:00:00:00:00,dl_dst=00:00:00:00:00:00,dl_type=0x0000
+  Datapath actions: push_vlan(vid=100,pcp=0),pop_vlan,2,3
+  This flow is handled by the userspace slow path because it:
+	  - Sends "packet-in" messages to the OpenFlow controller.
+
+The first line of output, beginning with ``Flow:``, just repeats our
+request in a more verbose form, including the L2 fields that were
+zeroed.
+
+Each of the numbered items under ``bridge("br0")`` shows what would
+happen to our hypothetical packet in the table with the given number.
+For example, we see in table 1 that the packet matches a flow that
+push on a VLAN header, set the VLAN ID to 100, and goes on to further
+processing in table 3.  In table 3, the packet gets sent to the
+controller to allow MAC learning to take place, and then table 8
+floods the packet to the other ports in the same VLAN.
+
+Summary information follows the numbered items.  The packet hasn't
+been changed (overall, even though a VLAN was pushed and then popped
+back off) since ingress, hence ``Final flow: unchanged``.  We'll look
+at the ``Megaflow`` information later.  The ``Datapath actions``
+summarize what would actually happen to such a packet.  Finally, the
+note at the end gives a hint that this flow would not perform well for
+large volumes of traffic, because it has to be handled in the switch's
+slow path since it sends OpenFlow messages to the controller.
+
+.. note::
+
+  This performance limitation is probably not problematic in this case
+  because it is only used for MAC learning, so that most packets won't
+  encounter it.  However, the Open vSwitch 2.9 release (which is
+  upcoming as of this writing) will likely remove this performance
+  limitation anyway.
+
+Triggering MAC Learning
+~~~~~~~~~~~~~~~~~~~~~~~
+
+We just saw how a packet gets sent to the controller to trigger MAC
+learning.  Let's actually send the packet and see what happens.  But
+before we do that, let's save a copy of the current flow tables for
+later comparison::
+
+  $ save-flows br0 > flows1
+
+Now use ``ofproto/trace``, as before, with a few new twists: we
+specify the source and destination Ethernet addresses and append the
+``-generate`` option so that side effects like sending a packet to the
+controller actually happen::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p1,dl_src=00:11:11:00:00:00,dl_dst=00:22:22:00:00:00 -generate
+
+The output is almost identical to that before, so it is not repeated
+here.  But, take a look at ``inst/faucet.log`` now.  It should now
+include a line at the end that says that it learned about our MAC
+00:11:11:00:00:00, like this::
+
+  Oct 15 01:16:23 faucet.valve INFO     DPID 1 (0x1) learned 00:11:11:00:00:00 on Port 1 on VLAN 100 (1 hosts total)
+
+Now compare the flow tables that we saved to the current ones::
+
+  diff-flows flows1 br0
+
+The result should look like this, showing new flows for the learned
+MACs::
+
+  +table=3 priority=9098,in_port=p1,dl_vlan=100,dl_src=00:11:11:00:00:00 cookie=0x5adc15c0 hard_timeout=305 actions=resubmit(,7)
+  +table=7 priority=9099,dl_vlan=100,dl_dst=00:11:11:00:00:00 cookie=0x5adc15c0 idle_timeout=305 actions=strip_vlan,output:p1
+
+To demonstrate the usefulness of the learned MAC, try tracing (with
+side effects) a packet arriving on ``p2`` (or ``p3``) and destined to
+the address learned on ``p1``, like this::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p2,dl_src=00:22:22:00:00:00,dl_dst=00:11:11:00:00:00 -generate
+
+The first time you run this command, you will notice that it sends the
+packet to the controller, to learn ``p2``'s 00:22:22:00:00:00 source
+address::
+
+  bridge("br0")
+  -------------
+   0. in_port=2, priority 9099, cookie 0x5adc15c0
+      goto_table:1
+   1. in_port=2,vlan_tci=0x0000/0x1fff, priority 9000, cookie 0x5adc15c0
+      push_vlan:0x8100
+      set_field:4196->vlan_vid
+      goto_table:3
+   3. priority 9000, cookie 0x5adc15c0
+      CONTROLLER:96
+      goto_table:7
+   7. dl_vlan=100,dl_dst=00:11:11:00:00:00, priority 9099, cookie 0x5adc15c0
+      pop_vlan
+      output:1
+
+If you check ``inst/faucet.log``, you can see that ``p2``'s MAC has
+been learned too::
+
+  Oct 15 01:24:01 faucet.valve INFO     DPID 1 (0x1) learned 00:22:22:00:00:00 on Port 2 on VLAN 100 (2 hosts total)
+
+Similarly for ``diff-flows``::
+
+  $ diff-flows flows1 br0
+  +table=3 priority=9098,in_port=p1,dl_vlan=100,dl_src=00:11:11:00:00:00 cookie=0x5adc15c0 hard_timeout=305 actions=resubmit(,7)
+  +table=3 priority=9098,in_port=p2,dl_vlan=100,dl_src=00:22:22:00:00:00 cookie=0x5adc15c0 hard_timeout=303 actions=resubmit(,7)
+  +table=7 priority=9099,dl_vlan=100,dl_dst=00:11:11:00:00:00 cookie=0x5adc15c0 idle_timeout=305 actions=strip_vlan,output:p1
+  +table=7 priority=9099,dl_vlan=100,dl_dst=00:22:22:00:00:00 cookie=0x5adc15c0 idle_timeout=303 actions=strip_vlan,output:p2
+
+Then, if you re-run either of the ``ofproto/trace`` commands (with or
+without ``-generate``), you can see that the packets go back and forth
+without any further MAC learning, e.g.::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p2,dl_src=00:22:22:00:00:00,dl_dst=00:11:11:00:00:00 -generate
+  Flow: in_port=2,vlan_tci=0x0000,dl_src=00:22:22:00:00:00,dl_dst=00:11:11:00:00:00,dl_type=0x0000
+
+  bridge("br0")
+  -------------
+   0. in_port=2, priority 9099, cookie 0x5adc15c0
+      goto_table:1
+   1. in_port=2,vlan_tci=0x0000/0x1fff, priority 9000, cookie 0x5adc15c0
+      push_vlan:0x8100
+      set_field:4196->vlan_vid
+      goto_table:3
+   3. in_port=2,dl_vlan=100,dl_src=00:22:22:00:00:00, priority 9098, cookie 0x5adc15c0
+      goto_table:7
+   7. dl_vlan=100,dl_dst=00:11:11:00:00:00, priority 9099, cookie 0x5adc15c0
+      pop_vlan
+      output:1
+
+  Final flow: unchanged
+  Megaflow: recirc_id=0,eth,in_port=2,vlan_tci=0x0000/0x1fff,dl_src=00:22:22:00:00:00,dl_dst=00:11:11:00:00:00,dl_type=0x0000
+
+.. note::
+
+  If you stop to take a break or talk to an audience while you run the
+  commands above, it's easy for the learned MACs to expire.  Faucet
+  appears to use a 5-minute timeout for inactive MAC addresses.
+
+Performance
+~~~~~~~~~~~
+
+We've already seen one factor that can be important for performance:
+Open vSwitch forces any flow that sends a packet to an OpenFlow
+controller into its "slow path", which means that processing packets
+in the flow will be orders of magnitude slower than otherwise.  This
+distinction between "slow path" and "fast path" is the key to making
+sure that Open vSwitch performs as fast as possible.
+
+In addition to sending packets to a controller, some other factors can
+force a flow or a packet to take the slow path.  As one example, all
+CFM, BFD, LACP, STP, and LLDP processing takes place in the slow path,
+in the cases where Open vSwitch processes these protocols itself
+instead of delegating to controller-written flows.  As a second
+example, any flow that modifies ARP fields is processed in the slow
+path.  These are corner cases that unlikely to cause performance
+problems in practice because these protocols send packets at a
+relatively slow rate, and users and controller authors do not normally
+need to be concerned about them.
+
+To understand what cases users and controller authors should consider,
+we need to talk about how Open vSwitch optimizes for performance.  The
+Open vSwitch code is divided into two major components which, as
+already mentioned, are called the "slow path" and "fast path" (aka
+"datapath").  The slow path is embedded in the ``ovs-vswitchd``
+userspace program.  It is the part of the Open vSwitch packet
+processing logic that understands OpenFlow.  Its job is to take a
+packet and run it through the OpenFlow tables to determine what should
+happen to it.  It outputs a list of actions in a form similar to
+OpenFlow actions but simpler, called "ODP actions" or "datapath
+actions".  It then passes the ODP actions to the datapath, which
+applies them to the packet.
+
+.. note::
+
+  Open vSwitch contains a single slow path and multiple fast paths.
+  The difference between using Open vSwitch with the Linux kernel
+  versus with DPDK is the datapath.
+
+If every packet passed through the slow path and the fast path in this
+way, performance would be terrible.  The key to getting high
+performance from this architecture is caching.  Open vSwitch includes
+a multi-level cache.  It works like this:
+
+1. A packet initially arrives at the datapath.  Some datapaths (such
+   as DPDK and the in-tree version of the OVS kernel module) have a
+   first-level cache called the "microflow cache".  The microflow
+   cache is the key to performance for relatively long-lived, high
+   packet rate flows.  If the datapath has a microflow cache, then it
+   consults it and, if there is a cache hit, the datapath executes the
+   associated actions.  Otherwise, it proceeds to step 2.
+
+2. The datapath consults its second-level cache, called the "megaflow
+   cache".  The megaflow cache is the key to performance for shorter
+   or low packet rate flows.  If there is a megaflow cache hit, the
+   datapath executes the associated actions.  Otherwise, it proceeds
+   to step 3.
+
+3. The datapath passes the packet to the slow path, which runs it
+   through the OpenFlow table to yield ODP actions, a process that is
+   often called "flow translation".  It then passes the packet back to
+   the datapath to execute the actions and to, if possible, install a
+   megaflow cache entry so that subsequent similar packets can be
+   handled directly by the fast path.  (We already described above
+   most of the cases where a cache entry cannot be installed.)
+
+The megaflow cache is the key cache to consider for performance
+tuning.  Open vSwitch provides tools for understanding and optimizing
+its behavior.  The ``ofproto/trace`` command that we have already been
+using is the most common tool for this use.  Let's take another look
+at the most recent ``ofproto/trace`` output::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p2,dl_src=00:22:22:00:00:00,dl_dst=00:11:11:00:00:00 -generate
+  Flow: in_port=2,vlan_tci=0x0000,dl_src=00:22:22:00:00:00,dl_dst=00:11:11:00:00:00,dl_type=0x0000
+
+  bridge("br0")
+  -------------
+   0. in_port=2, priority 9099, cookie 0x5adc15c0
+      goto_table:1
+   1. in_port=2,vlan_tci=0x0000/0x1fff, priority 9000, cookie 0x5adc15c0
+      push_vlan:0x8100
+      set_field:4196->vlan_vid
+      goto_table:3
+   3. in_port=2,dl_vlan=100,dl_src=00:22:22:00:00:00, priority 9098, cookie 0x5adc15c0
+      goto_table:7
+   7. dl_vlan=100,dl_dst=00:11:11:00:00:00, priority 9099, cookie 0x5adc15c0
+      pop_vlan
+      output:1
+
+  Final flow: unchanged
+  Megaflow: recirc_id=0,eth,in_port=2,vlan_tci=0x0000/0x1fff,dl_src=00:22:22:00:00:00,dl_dst=00:11:11:00:00:00,dl_type=0x0000
+
+This time, it's the last line that we're interested in.  This line
+shows the entry that Open vSwitch would insert into the megaflow cache
+given the particular packet with the current flow tables.  The
+megaflow entry includes:
+
+* ``recirc_id``.  This is an implementation detail that users don't
+  normally need to understand.
+
+* ``eth``.  This just indicates that the cache entry matches only
+  Ethernet packets; Open vSwitch also supports other types of packets,
+  such as IP packets not encapsulated in Ethernet.
+
+* All of the fields matched by any of the flows that the packet
+  visited:
+
+  ``in_port``
+    In tables 0, 1, and 3.
+
+  ``vlan_tci``
+    In tables 1, 3, and 7 (``vlan_tci`` includes the VLAN ID and PCP
+    fields and``dl_vlan`` is just the VLAN ID).
+
+  ``dl_src``
+    In table 3
+
+  ``dl_dst``
+    In table 7.
+
+* All of the fields matched by flows that had to be ruled out to
+  ensure that the ones that actually matched were the highest priority
+  matching rules.
+
+The last one is important.  Notice how the megaflow matches on
+``dl_type=0x0000``, even though none of the tables matched on
+``dl_type`` (the Ethernet type).  One reason is because of this flow
+in OpenFlow table 1 (which shows up in ``dump-flows`` output)::
+
+  table=1, priority=9099,dl_type=0x88cc actions=drop
+
+This flow has higher priority than the flow in table 1 that actually
+matched.  This means that, to put it in the megaflow cache,
+``ovs-vswitchd`` has to add a match on ``dl_type`` to ensure that the
+cache entry doesn't match LLDP packets (with Ethertype 0x88cc).
+
+.. note::
+
+  In fact, in some cases ``ovs-vswitchd`` matches on fields that
+  aren't strictly required according to this description.  ``dl_type``
+  is actually one of those, so deleting the LLDP flow probably would
+  not have any effect on the megaflow.  But the principle here is
+  sound.
+
+So why does any of this matter?  It's because, the more specific a
+megaflow is, that is, the more fields or bits within fields that a
+megaflow matches, the less valuable it is from a caching viewpoint.  A
+very specific megaflow might match on L2 and L3 addresses and L4 port
+numbers.  When that happens, only packets in one (half-)connection
+match the megaflow.  If that connection has only a few packets, as
+many connections do, then the high cost of the slow path translation
+is amortized over only a few packets, so the average cost of
+forwarding those packets is high.  On the other hand, if a megaflow
+only matches a relatively small number of L2 and L3 packets, then the
+cache entry can potentially be used by many individual connections,
+and the average cost is low.
+
+For more information on how Open vSwitch constructs megaflows,
+including about ways that it can make megaflow entries less specific
+than one would infer from the discussion here, please refer to the
+2015 NSDI paper, "The Design and Implementation of Open vSwitch",
+which focuses on this algorithm.
+
+Routing
+-------
+
+We've looked at how Faucet implements switching in OpenFlow, and how
+Open vSwitch implements OpenFlow through its datapath architecture.
+Now let's start over, adding L3 routing into the picture.
+
+It's remarkably easy to enable routing.  We just change our ``vlans``
+section in ``inst/faucet.yaml`` to specify a router IP address for
+each VLAN and define a router between them.  The ``dps`` section is
+unchanged::
+
+  dps:
+      switch-1:
+          dp_id: 0x1
+          timeout: 65535
+          arp_neighbor_timeout: 65535
+          interfaces:
+              1:
+                  native_vlan: 100
+              2:
+                  native_vlan: 100
+              3:
+                  native_vlan: 100
+              4:
+                  native_vlan: 200
+              5:
+                  native_vlan: 200
+  vlans:
+      100:
+          faucet_vips: ["10.100.0.254/24"]
+      200:
+          faucet_vips: ["10.200.0.254/24"]
+  routers:
+      router-1:
+          vlans: [100, 200]
+
+Then we restart Faucet::
+
+  $ docker restart faucet
+
+.. note::
+
+  One should be able to tell Faucet to re-read its configuration file
+  without restarting it.  I sometimes saw anomalous behavior when I
+  did this, although I didn't characterize it well enough to make a
+  quality bug report.  I found restarting the container to be
+  reliable.
+
+OpenFlow Layer
+~~~~~~~~~~~~~~
+
+Back in the OVS sandbox, let's see how the flow table has changed, with::
+
+  $ diff-flows flows1 br0
+
+First, table 3 has new flows to direct ARP packets to table 6 (the
+virtual IP processing table), presumably to handle ARP for the router
+IPs.  New flows also send IP packets destined to a particular Ethernet
+address to table 4 (the L3 forwarding table); we can make the educated
+guess that the Ethernet address is the one used by the Faucet router::
+
+  +table=3 priority=9131,arp,dl_vlan=100 actions=resubmit(,6)
+  +table=3 priority=9131,arp,dl_vlan=200 actions=resubmit(,6)
+  +table=3 priority=9099,ip,dl_vlan=100,dl_dst=0e:00:00:00:00:01 actions=resubmit(,4)
+  +table=3 priority=9099,ip,dl_vlan=200,dl_dst=0e:00:00:00:00:01 actions=resubmit(,4)
+
+The new flows in table 4 appear to be verifying that the packets are
+indeed addressed to a network or IP address that Faucet knows how to
+route::
+
+  +table=4 priority=9131,ip,dl_vlan=100,nw_dst=10.100.0.254 actions=resubmit(,6)
+  +table=4 priority=9131,ip,dl_vlan=200,nw_dst=10.200.0.254 actions=resubmit(,6)
+  +table=4 priority=9123,ip,dl_vlan=200,nw_dst=10.100.0.0/24 actions=resubmit(,6)
+  +table=4 priority=9123,ip,dl_vlan=100,nw_dst=10.100.0.0/24 actions=resubmit(,6)
+  +table=4 priority=9123,ip,dl_vlan=200,nw_dst=10.200.0.0/24 actions=resubmit(,6)
+  +table=4 priority=9123,ip,dl_vlan=100,nw_dst=10.200.0.0/24 actions=resubmit(,6)
+
+Table 6 has a few different things going on.  It sends ARP requests
+for the router IPs to the controller; presumably the controller will
+generate replies and send them back to the requester.  It switches
+other ARP packets, either broadcasting them if they have a broadcast
+destination or attempting to unicast them otherwise.  It sends all
+other IP packets to the controller::
+
+  +table=6 priority=9133,arp,arp_tpa=10.100.0.254 actions=CONTROLLER:96
+  +table=6 priority=9133,arp,arp_tpa=10.200.0.254 actions=CONTROLLER:96
+  +table=6 priority=9132,arp,dl_dst=ff:ff:ff:ff:ff:ff actions=resubmit(,8)
+  +table=6 priority=9131,arp actions=resubmit(,7)
+  +table=6 priority=9131,ip actions=CONTROLLER:96
+  +table=6 priority=9131,icmp actions=CONTROLLER:96
+
+.. note::
+
+  There's one oddity here in that ICMP packets can match either the
+  ``ip`` or ``icmp`` entry, which both have priority 9131.  OpenFlow
+  says, "If there are multiple matching flow entries with the same
+  highest priority, the selected flow entry is explicitly undefined."
+  In this case, it probably doesn't matter, since both flows have the
+  same actions, but if Faucet wants to keep track of ICMP statistics
+  separately from other IP packets, then it should install the ``ip``
+  flow with a lower priority than the ``icmp`` flow.
+
+Performance is clearly going to be poor if every packet that needs to
+be routed has to go to the controller, but it's unlikely that's the
+full story.  In the next section, we'll take a closer look.
+
+Tracing
+~~~~~~~
+
+As in our switching example, we can play some "what-if?" games to
+figure out how this works.  Let's suppose that a machine with IP
+10.100.0.1, on port ``p1``, wants to send a IP packet to a machine
+with IP 10.200.0.1 on port ``p4``.  Assuming that these hosts have not
+been in communication recently, the steps to accomplish this are
+normally the following:
+
+1. Host 10.100.0.1 sends an ARP request to router 10.100.0.254.
+
+2. The router sends an ARP reply to the host.
+
+3. Host 10.100.0.1 sends an IP packet to 10.200.0.1, via the router's
+   Ethernet address.
+
+4. The router broadcasts an ARP request to ``p4`` and ``p5``, the
+   ports that carry the 10.200.0.<x> network.
+
+5. Host 10.200.0.1 sends an ARP reply to the router.
+
+6. Either the router sends the IP packet (which it buffered) to
+   10.200.0.1, or eventually 10.100.0.1 times out and resends it.
+
+Let's use ``ofproto/trace`` to see whether Faucet and OVS follow this
+procedure.
+
+Before we start, save a new snapshot of the flow tables for later
+comparison::
+
+  $ save-flows br0 > flows2
+
+Step 1: Host ARP for Router
++++++++++++++++++++++++++++
+
+Let's simulate the ARP from 10.100.0.1 to its gateway router
+10.100.0.254.  This requires more detail than any of the packets we've
+simulated previously::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p1,dl_src=00:01:02:03:04:05,dl_dst=ff:ff:ff:ff:ff:ff,dl_type=0x806,arp_spa=10.100.0.1,arp_tpa=10.100.0.254,arp_sha=00:01:02:03:04:05,arp_tha=ff:ff:ff:ff:ff:ff,arp_op=1 -generate
+
+The important part of the output is where it shows that the packet was
+recognized as an ARP request destined to the router gateway and
+therefore sent to the controller::
+
+   6. arp,arp_tpa=10.100.0.254, priority 9133, cookie 0x5adc15c0
+      CONTROLLER:96
+
+The Faucet log shows that Faucet learned the host's MAC address,
+its MAC-to-IP mapping, and responded to the ARP request::
+
+  Oct 15 19:01:16 faucet.valve INFO     DPID 1 (0x1) Adding new route 10.100.0.1/32 via 10.100.0.1 (00:01:02:03:04:05) on VLAN 100
+  Oct 15 19:01:16 faucet.valve INFO     DPID 1 (0x1) Responded to ARP request for 10.100.0.254 from 10.100.0.1 (00:01:02:03:04:05) on VLAN 100
+  Oct 15 19:01:16 faucet.valve INFO     DPID 1 (0x1) learned 00:01:02:03:04:05 on Port 1 on VLAN 100 (1 hosts total)
+
+We can also look at the changes to the flow tables::
+
+  $ diff-flows flows2 br0
+  +table=4 priority=9131,ip,dl_vlan=100,nw_dst=10.100.0.1 actions=set_field:4196->vlan_vid,set_field:0e:00:00:00:00:01->eth_src,set_field:00:01:02:03:04:05->eth_dst,dec_ttl,goto_table:7
+  +table=4 priority=9131,ip,dl_vlan=200,nw_dst=10.100.0.1 actions=set_field:4196->vlan_vid,set_field:0e:00:00:00:00:01->eth_src,set_field:00:01:02:03:04:05->eth_dst,dec_ttl,goto_table:7
+  +table=4 priority=9123,ip,dl_vlan=200,nw_dst=10.100.0.0/24 actions=goto_table:6
+  +table=4 priority=9123,ip,dl_vlan=100,nw_dst=10.200.0.0/24 actions=goto_table:6
+
+The new flows include one in table 3 and one in table 7 for the
+learned MAC, which have the same forms we saw before.  The new flows
+in table 4 are different.  They matches packets directed to 10.100.0.1
+(in two VLANs) and forward them to the host by updating the Ethernet
+source and destination addresses appropriately, decrementing the TTL,
+and skipping ahead to unicast output in table 7.  This means that
+packets sent **to** 10.100.0.1 should now get to their destination.
+
+Step 2: Router Sends ARP Reply
+++++++++++++++++++++++++++++++
+
+``inst/faucet.log`` said that the router sent an ARP reply.  How can
+we see it?  Simulated packets just get dropped by default.  One way is
+to configure the dummy ports to write the packets they receive to a
+file.  Let's try that.  First configure the port::
+
+  $ ovs-vsctl set interface p1 options:pcap=p1.pcap
+
+Then re-run the "trace" command::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p1,dl_src=00:01:02:03:04:05,dl_dst=ff:ff:ff:ff:ff:ff,dl_type=0x806,arp_spa=10.100.0.1,arp_tpa=10.100.0.254,arp_sha=00:01:02:03:04:05,arp_tha=ff:ff:ff:ff:ff:ff,arp_op=1 -generate
+
+And dump the reply packet::
+
+  $ /usr/sbin/tcpdump -evvvr sandbox/p1.pcap
+  reading from file sandbox/x.pcap, link-type EN10MB (Ethernet)
+  15:34:14.172222 0e:00:00:00:00:01 (oui Unknown) > 00:01:02:03:04:05 (oui Unknown), ethertype ARP (0x0806), length 60: Ethernet (len 6), IPv4 (len 4), Reply 10.100.0.254 is-at 0e:00:00:00:00:01 (oui Unknown), length 46
+
+We clearly see the ARP reply, which tells us that the Faucet router's
+Ethernet address is 0e:00:00:00:00:01 (as we guessed before from the
+flow table.
+
+Let's configure the rest of our ports to log their packets, too::
+
+  $ for i in 2 3 4 5; do ovs-vsctl set interface p$i options:pcap=p$i.pcap; done
+
+Step 3: Host Sends IP Packet
+++++++++++++++++++++++++++++
+
+Now that host 10.100.0.1 has the MAC address for its router, it can
+send an IP packet to 10.200.0.1 via the router's MAC address, like
+this::
+
+   $ ovs-appctl ofproto/trace br0 in_port=p1,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,udp,nw_src=10.100.0.1,nw_dst=10.200.0.1,nw_ttl=64 -generate
+  Flow: ip,in_port=1,vlan_tci=0x0000,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,nw_src=10.100.0.1,nw_dst=10.200.0.1,nw_proto=17,nw_tos=0,nw_ecn=0,nw_ttl=64
+
+  bridge("br0")
+  -------------
+   0. in_port=1, priority 9099, cookie 0x5adc15c0
+      goto_table:1
+   1. in_port=1,vlan_tci=0x0000/0x1fff, priority 9000, cookie 0x5adc15c0
+      push_vlan:0x8100
+      set_field:4196->vlan_vid
+      goto_table:3
+   3. ip,dl_vlan=100,dl_dst=0e:00:00:00:00:01, priority 9099, cookie 0x5adc15c0
+      goto_table:4
+   4. ip,dl_vlan=100,nw_dst=10.200.0.0/24, priority 9123, cookie 0x5adc15c0
+      goto_table:6
+   6. ip, priority 9131, cookie 0x5adc15c0
+      CONTROLLER:96
+
+  Final flow: ip,in_port=1,dl_vlan=100,dl_vlan_pcp=0,vlan_tci1=0x0000,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,nw_src=10.100.0.1,nw_dst=10.200.0.1,nw_proto=17,nw_tos=0,nw_ecn=0,nw_ttl=64
+  Megaflow: recirc_id=0,eth,ip,in_port=1,vlan_tci=0x0000/0x1fff,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,nw_dst=10.200.0.1,nw_frag=no
+  Datapath actions: push_vlan(vid=100,pcp=0)
+  This flow is handled by the userspace slow path because it:
+	  - Sends "packet-in" messages to the OpenFlow controller.
+
+Observe that the packet gets recognized as destined to the router, in
+table 3, and then as properly destined to the 10.200.0.0/24 network,
+in table 4.  In table 6, however, it gets sent to the controller.
+Presumably, this is because Faucet has not yet resolved an Ethernet
+address for the destination host 10.200.0.1.  It probably sent out an
+ARP request.  Let's take a look in the next step.
+
+Step 4: Router Broadcasts ARP Request
++++++++++++++++++++++++++++++++++++++
+
+The router needs to know the Ethernet address of 10.200.0.1.  It knows
+that, if this machine exists, it's on port ``p4`` or ``p5``, since we
+configured those ports as VLAN 200.
+
+Let's make sure::
+
+  $ /usr/sbin/tcpdump -evvvr sandbox/p4.pcap
+  reading from file sandbox/p4.pcap, link-type EN10MB (Ethernet)
+  15:55:42.977504 0e:00:00:00:00:01 (oui Unknown) > Broadcast, ethertype ARP (0x0806), length 60: Ethernet (len 6), IPv4 (len 4), Request who-has 10.200.0.1 tell 10.200.0.254, length 46
+
+and::
+
+  $ /usr/sbin/tcpdump -evvvr sandbox/p5.pcap
+  reading from file sandbox/p5.pcap, link-type EN10MB (Ethernet)
+  15:55:42.977568 0e:00:00:00:00:01 (oui Unknown) > Broadcast, ethertype ARP (0x0806), length 60: Ethernet (len 6), IPv4 (len 4), Request who-has 10.200.0.1 tell 10.200.0.254, length 46
+
+For good measure, let's make sure that it wasn't sent to ``p3``::
+
+  $ /usr/sbin/tcpdump -evvvr sandbox/p3.pcap
+  reading from file sandbox/p3.pcap, link-type EN10MB (Ethernet)
+
+Step 5: Host 2 Sends ARP Reply
+++++++++++++++++++++++++++++++
+
+The Faucet controller sent an ARP request, so we can send an ARP
+reply::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p4,dl_src=00:10:20:30:40:50,dl_dst=0e:00:00:00:00:01,dl_type=0x806,arp_spa=10.200.0.1,arp_tpa=10.200.0.254,arp_sha=00:10:20:30:40:50,arp_tha=0e:00:00:00:00:01,arp_op=2 -generate
+  Flow: arp,in_port=4,vlan_tci=0x0000,dl_src=00:10:20:30:40:50,dl_dst=0e:00:00:00:00:01,arp_spa=10.200.0.1,arp_tpa=10.200.0.254,arp_op=2,arp_sha=00:10:20:30:40:50,arp_tha=0e:00:00:00:00:01
+
+  bridge("br0")
+  -------------
+   0. in_port=4, priority 9099, cookie 0x5adc15c0
+      goto_table:1
+   1. in_port=4,vlan_tci=0x0000/0x1fff, priority 9000, cookie 0x5adc15c0
+      push_vlan:0x8100
+      set_field:4296->vlan_vid
+      goto_table:3
+   3. arp,dl_vlan=200, priority 9131, cookie 0x5adc15c0
+      goto_table:6
+   6. arp,arp_tpa=10.200.0.254, priority 9133, cookie 0x5adc15c0
+      CONTROLLER:96
+
+  Final flow: arp,in_port=4,dl_vlan=200,dl_vlan_pcp=0,vlan_tci1=0x0000,dl_src=00:10:20:30:40:50,dl_dst=0e:00:00:00:00:01,arp_spa=10.200.0.1,arp_tpa=10.200.0.254,arp_op=2,arp_sha=00:10:20:30:40:50,arp_tha=0e:00:00:00:00:01
+  Megaflow: recirc_id=0,eth,arp,in_port=4,vlan_tci=0x0000/0x1fff,dl_src=00:10:20:30:40:50,dl_dst=0e:00:00:00:00:01,arp_tpa=10.200.0.254
+  Datapath actions: push_vlan(vid=200,pcp=0)
+  This flow is handled by the userspace slow path because it:
+	  - Sends "packet-in" messages to the OpenFlow controller.
+
+It shows up in ``inst/faucet.log``::
+
+  Oct 16 23:02:22 faucet.valve INFO     DPID 1 (0x1) ARP response 10.200.0.1 (00:10:20:30:40:50) on VLAN 200
+  Oct 16 23:02:22 faucet.valve INFO     DPID 1 (0x1) learned 00:10:20:30:40:50 on Port 4 on VLAN 200 (1 hosts total)
+
+and in the OVS flow tables::
+
+  $ diff-flows flows2 br0+table=3 priority=9098,in_port=4,dl_vlan=200,dl_src=00:10:20:30:40:50 hard_timeout=295 actions=goto_table:7
+  ...
+  +table=4 priority=9131,ip,dl_vlan=200,nw_dst=10.200.0.1 actions=set_field:4296->vlan_vid,set_field:0e:00:00:00:00:01->eth_src,set_field:00:10:20:30:40:50->eth_dst,dec_ttl,goto_table:7
+  +table=4 priority=9131,ip,dl_vlan=100,nw_dst=10.200.0.1 actions=set_field:4296->vlan_vid,set_field:0e:00:00:00:00:01->eth_src,set_field:00:10:20:30:40:50->eth_dst,dec_ttl,goto_table:7
+  ...
+  +table=4 priority=9123,ip,dl_vlan=100,nw_dst=10.200.0.0/24 actions=goto_table:6
+  +table=7 priority=9099,dl_vlan=200,dl_dst=00:10:20:30:40:50 idle_timeout=295 actions=pop_vlan,output:4
+
+Step 6: IP Packet Delivery
+++++++++++++++++++++++++++
+
+Now both the host and the router have everything they need to deliver
+the packet.  There are two ways it might happen.  If Faucet's router
+is smart enough to buffer the packet that trigger ARP resolution, then
+it might have delivered it already.  If so, then it should show up in
+``p4.pcap``.  Let's take a look::
+
+  $ /usr/sbin/tcpdump -evvvr sandbox/p4.pcap ip 
+  reading from file sandbox/p4.pcap, link-type EN10MB (Ethernet)
+
+Nope.  That leaves the other possibility, which is that Faucet waits
+for the original sending host to re-send the packet.  We can do that
+by re-running the trace::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p1,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,udp,nw_src=10.100.0.1,nw_dst=10.200.0.1,nw_ttl=64 -generate
+  Flow: udp,in_port=1,vlan_tci=0x0000,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,nw_src=10.100.0.1,nw_dst=10.200.0.1,nw_tos=0,nw_ecn=0,nw_ttl=64,tp_src=0,tp_dst=0
+
+  bridge("br0")
+  -------------
+   0. in_port=1, priority 9099, cookie 0x5adc15c0
+      goto_table:1
+   1. in_port=1,vlan_tci=0x0000/0x1fff, priority 9000, cookie 0x5adc15c0
+      push_vlan:0x8100
+      set_field:4196->vlan_vid
+      goto_table:3
+   3. ip,dl_vlan=100,dl_dst=0e:00:00:00:00:01, priority 9099, cookie 0x5adc15c0
+      goto_table:4
+   4. ip,dl_vlan=100,nw_dst=10.200.0.1, priority 9131, cookie 0x5adc15c0
+      set_field:4296->vlan_vid
+      set_field:0e:00:00:00:00:01->eth_src
+      set_field:00:10:20:30:40:50->eth_dst
+      dec_ttl
+      goto_table:7
+   7. dl_vlan=200,dl_dst=00:10:20:30:40:50, priority 9099, cookie 0x5adc15c0
+      pop_vlan
+      output:4
+
+  Final flow: udp,in_port=1,vlan_tci=0x0000,dl_src=0e:00:00:00:00:01,dl_dst=00:10:20:30:40:50,nw_src=10.100.0.1,nw_dst=10.200.0.1,nw_tos=0,nw_ecn=0,nw_ttl=63,tp_src=0,tp_dst=0
+  Megaflow: recirc_id=0,eth,ip,in_port=1,vlan_tci=0x0000/0x1fff,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,nw_dst=10.200.0.1,nw_ttl=64,nw_frag=no
+  Datapath actions: set(eth(src=0e:00:00:00:00:01,dst=00:10:20:30:40:50)),set(ipv4(dst=10.200.0.1,ttl=63)),4
+
+Finally, we have working IP packet forwarding!
+
+Performance
+~~~~~~~~~~~
+
+Take another look at the megaflow line above::
+
+  Megaflow: recirc_id=0,eth,ip,in_port=1,vlan_tci=0x0000/0x1fff,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,nw_dst=10.200.0.1,nw_ttl=64,nw_frag=no
+
+This means that (almost) any packet between these Ethernet source and
+destination hosts, destined to the given IP host, will be handled by
+this single megaflow cache entry.  So regardless of the number of UDP
+packets or TCP connections that these hosts exchange, Open vSwitch
+packet processing won't need to fall back to the slow path.  It is
+quite efficient.
+
+.. note::
+
+  The exceptions are packets with a TTL other than 64, and fragmented
+  packets.  Most hosts use a constant TTL for outgoing packets, and
+  fragments are rare.  If either of those did change, then that would
+  simply result in a new megaflow cache entry.
+
+The datapath actions might also be worth a look::
+
+  Datapath actions: set(eth(src=0e:00:00:00:00:01,dst=00:10:20:30:40:50)),set(ipv4(dst=10.200.0.1,ttl=63)),4
+
+This just means that, to process these packets, the datapath changes
+the Ethernet source and destination addresses and the IP TTL, and then
+transmits the packet to port ``p4`` (also numbered 4).  Notice in
+particular that, despite the OpenFlow actions that pushed, modified,
+and popped back off a VLAN, there is nothing in the datapath actions
+about VLANs.  This is because the OVS flow translation code "optimizes
+out" redundant or unneeded actions, which saves time when the cache
+entry is executed later.
+
+.. note::
+
+  It's not clear why the actions also re-set the IP destination
+  address to its original value.  Perhaps this is a minor performance
+  bug.
+
+ACLs
+----
+
+Let's try out some ACLs, since they do a good job illustrating some of
+the ways that OVS tries to optimize megaflows.  Update
+``inst/faucet.yaml`` to the following::
+
+  dps:
+      switch-1:
+	  dp_id: 0x1
+	  timeout: 65535
+	  arp_neighbor_timeout: 65535
+	  interfaces:
+	      1:
+		  native_vlan: 100
+		  acl_in: 1
+	      2:
+		  native_vlan: 100
+	      3:
+		  native_vlan: 100
+	      4:
+		  native_vlan: 200
+	      5:
+		  native_vlan: 200
+  vlans:
+      100:
+	  faucet_vips: ["10.100.0.254/24"]
+      200:
+	  faucet_vips: ["10.200.0.254/24"]
+  routers:
+      router-1:
+	  vlans: [100, 200]
+  acls:
+      1:
+	  - rule:
+	      dl_type: 0x800
+	      nw_proto: 6
+	      tp_dst: 8080
+	      actions:
+		  allow: 0
+	  - rule:
+	      actions:
+		  allow: 1
+
+On port 1, this new configuration blocks all traffic to TCP port 8080
+and allows all other traffic.  The resulting change in the flow table
+shows this clearly too::
+
+  -priority=9099,in_port=1 actions=goto_table:1
+  +priority=9098,in_port=1 actions=goto_table:1
+  +priority=9099,tcp,in_port=1,tp_dst=8080 actions=drop
+
+The most interesting question here is performance.  If you recall the
+earlier discussion, when a packet through the flow table encounters a
+match on a given field, the resulting megaflow has to match on that
+field, even if the flow didn't actually match.  This is expensive.
+
+In particular, here you can see that any TCP packet is going to
+encounter the ACL flow, even if it is directed to a port other than
+8080.  If that means that every megaflow for a TCP packet is going to
+have to match on the TCP destination, that's going to be bad for
+caching performance because there will be a need for a separate
+megaflow for every TCP destination port that actually appears in
+traffic, which means a lot more megaflows than otherwise.  (Really, in
+practice, if such a simple ACL blew up performance, OVS wouldn't be a
+very good switch!)
+
+Let's see what happens, by sending a packet to port 80 (instead of
+8080)::
+
+  $ ovs-appctl ofproto/trace br0 in_port=p1,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,tcp,nw_src=10.100.0.1,nw_dst=10.200.0.1,nw_ttl=64,tp_dst=80 -generate
+
+  bridge("br0")
+  -------------
+   0. in_port=1, priority 9098, cookie 0x5adc15c0
+      goto_table:1
+   1. in_port=1,vlan_tci=0x0000/0x1fff, priority 9000, cookie 0x5adc15c0
+      push_vlan:0x8100
+      set_field:4196->vlan_vid
+      goto_table:3
+   3. ip,dl_vlan=100,dl_dst=0e:00:00:00:00:01, priority 9099, cookie 0x5adc15c0
+      goto_table:4
+   4. ip,dl_vlan=100,nw_dst=10.200.0.0/24, priority 9123, cookie 0x5adc15c0
+      goto_table:6
+   6. ip, priority 9131, cookie 0x5adc15c0
+      CONTROLLER:96
+
+  Final flow: tcp,in_port=1,dl_vlan=100,dl_vlan_pcp=0,vlan_tci1=0x0000,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,nw_src=10.100.0.1,nw_dst=10.200.0.1,nw_tos=0,nw_ecn=0,nw_ttl=64,tp_src=0,tp_dst=80,tcp_flags=0
+  Megaflow: recirc_id=0,eth,tcp,in_port=1,vlan_tci=0x0000/0x1fff,dl_src=00:01:02:03:04:05,dl_dst=0e:00:00:00:00:01,nw_dst=10.200.0.1,nw_frag=no,tp_dst=0x0/0xf000
+  Datapath actions: push_vlan(vid=100,pcp=0)
+
+Take a look at the Megaflow line and in particular the match on
+``tp_dst``, which says ``tp_dst=0x0/0xf000``.  What this means is that
+the megaflow matches on only the top 4 bits of the TCP destination
+port.  That works because::
+
+    80 (base 10) == 0001,1111,1001,0000 (base 2)
+  8080 (base 10) == 0000,0000,0101,0000 (base 2)
+
+and so by matching on only the top 4 bits, rather than all 16, the OVS
+fast path can distinguish port 80 from port 8080.  This allows this
+megaflow to match one-sixteenth of the TCP destination port address
+space, rather than just 1/65536th of it.
+
+.. note::
+
+  The algorithm OVS uses for this purpose isn't perfect.  In this
+  case, a single-bit match would work (e.g. tp_dst=0x0/0x1000), and
+  would be superior since it would only match half the port address
+  space instead of one-sixteenth.
+
+For details of this algorithm, please refer to ``lib/classifier.c`` in
+the Open vSwitch source tree, or our 2015 NSDI paper "The Design and
+Implementation of Open vSwitch".
+
+Finishing Up
+------------
+
+When you're done, you probably want to exit the sandbox session, with
+Control+D or ``exit``, and stop the Faucet controller with ``docker
+stop faucet; docker rm faucet``.
+
+Further Directions
+------------------
+
+We've looked a fair bit at how Faucet interacts with Open vSwitch.  If
+you still have some interest, you might want to explore some of these
+directions:
+
+* Adding more than one switch.  Faucet can control multiple switches
+  but we've only been simulating one of them.  It's easy enough to
+  make a single OVS instance act as multiple switches (just
+  ``ovs-vsctl add-br`` another bridge), or you could use genuinely
+  separate OVS instances.
+
+* Additional features.  Faucet has more features than we've
+  demonstrated, such as IPv6 routing and port mirroring.  These should
+  also interact gracefully with Open vSwitch.
+
+* Real performance testing.  We've looked at how flows and traces
+  **should** demonstrate good performance, but of course there's no
+  proof until it actually works in practice.  We've also only tested
+  with trivial configurations.  Open vSwitch can scale to millions of
+  OpenFlow flows, but the scaling in practice depends on the
+  particular flow tables and traffic patterns, so it's valuable to
+  test with large configurations, either in the way we've done it or
+  with real traffic.
diff --git a/Documentation/tutorials/index.rst b/Documentation/tutorials/index.rst
index e67209b0ed38..c2d343b1198b 100644
--- a/Documentation/tutorials/index.rst
+++ b/Documentation/tutorials/index.rst
@@ -39,6 +39,7 @@ vSwitch.
 .. toctree::
    :maxdepth: 2
 
+   faucet
    ovs-advanced
    ovn-sandbox
    ovn-openstack
-- 
2.10.2



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