[dpdk-dev] [PATCH v4 5/5] doc: add flow distributor guide

Pablo de Lara pablo.de.lara.guarch at intel.com
Sun Jan 15 13:04:35 CET 2017


Signed-off-by: Sameh Gobriel <sameh.gobriel at intel.com>
Signed-off-by: Pablo de Lara <pablo.de.lara.guarch at intel.com>
Acked-by: Christian Maciocco <christian.maciocco at intel.com>
---
 MAINTAINERS                                       |    1 +
 doc/guides/sample_app_ug/flow_distributor.rst     |  494 ++++++++
 doc/guides/sample_app_ug/img/flow_distributor.svg | 1254 +++++++++++++++++++++
 doc/guides/sample_app_ug/index.rst                |    1 +
 4 files changed, 1750 insertions(+)
 create mode 100644 doc/guides/sample_app_ug/flow_distributor.rst
 create mode 100644 doc/guides/sample_app_ug/img/flow_distributor.svg

diff --git a/MAINTAINERS b/MAINTAINERS
index 66e9466..0d3b247 100644
--- a/MAINTAINERS
+++ b/MAINTAINERS
@@ -535,6 +535,7 @@ F: lib/librte_efd/
 F: doc/guides/prog_guide/efd_lib.rst
 F: app/test/test_efd*
 F: examples/flow_distributor/
+F: doc/guides/sample_app_ug/flow_distributor.rst
 
 Hashes
 M: Bruce Richardson <bruce.richardson at intel.com>
diff --git a/doc/guides/sample_app_ug/flow_distributor.rst b/doc/guides/sample_app_ug/flow_distributor.rst
new file mode 100644
index 0000000..a8cd5f4
--- /dev/null
+++ b/doc/guides/sample_app_ug/flow_distributor.rst
@@ -0,0 +1,494 @@
+..  BSD LICENSE
+    Copyright(c) 2016-2017 Intel Corporation. All rights reserved.
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions
+    are met:
+
+    * Redistributions of source code must retain the above copyright
+    notice, this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above copyright
+    notice, this list of conditions and the following disclaimer in
+    the documentation and/or other materials provided with the
+    distribution.
+    * Neither the name of Intel Corporation nor the names of its
+    contributors may be used to endorse or promote products derived
+    from this software without specific prior written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+    "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+    A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+    OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+    SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+    LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+    DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+    THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+    (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+    OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+Flow Distributor Sample Application
+===================================
+
+This sample application demonstrates the use of EFD library as a flow-level
+load balancer, for more information about the EFD Library please refer to the
+DPDK programmer's guide.
+
+This sample application is a variant of the
+:ref:`client-server sample application <multi_process_app>`
+where a specific target node is specified for every and each flow
+(not in a round-robin fashion as the original load balancing sample application).
+
+Overview
+--------
+
+The architecture of the EFD flow-based load balancer sample application is
+presented in the following figure.
+
+.. _figure_efd_sample_app_overview:
+
+.. figure:: img/flow_distributor.*
+
+   Using EFD as a Flow-Level Load Balancer
+
+As shown in :numref:`_figure_efd_sample_app_overview`,
+the sample application consists of a front-end node (distributor)
+using the EFD library to create a load-balancing table for flows,
+for each flow a target backend worker node is specified. The EFD table does not
+store the flow key (unlike a regular hash table), and hence, it can
+individually load-balance millions of flows (number of targets * maximum number
+of flows fit in a flow table per target) while still fitting in CPU cache.
+
+It should be noted that although they are referred to as nodes, the frontend
+distributor and worker nodes are processes running on the same platform.
+
+Front-end Distributor
+~~~~~~~~~~~~~~~~~~~~~
+
+Upon initializing, the frontend distributor node (process) creates a flow
+distributor table (based on the EFD library) which is populated with flow
+information and its intended target node.
+
+The sample application assigns a specific target node_id (process) for each of
+the IP destination addresses as follows:
+
+.. code-block:: c
+
+    node_id = i % num_nodes; /* Target node id is generated */
+    ip_dst = rte_cpu_to_be_32(i); /* Specific ip destination address is
+                                     assigned to this target node */
+
+then the pair of <key,target> is inserted into the flow distribution table.
+
+The main loop of the the distributor node receives a burst of packets, then for
+each packet, a flow key (IP destination address) is extracted. The flow
+distributor table is looked up and the target node id is returned.  Packets are
+then enqueued to the specified target node id.
+
+It should be noted that flow distributor table is not a membership test table.
+I.e. if the key has already been inserted the target node id will be correct,
+but for new keys the flow distributor table will return a value (which can be
+valid).
+
+Backend Worker Nodes
+~~~~~~~~~~~~~~~~~~~~
+
+Upon initializing, the worker node (process) creates a flow table (a regular
+hash table that stores the key default size 1M flows) which is populated with
+only the flow information that is serviced at this node. This flow key is
+essential to point out new keys that have not been inserted before.
+
+The worker node's main loop is simply receiving packets then doing a hash table
+lookup. If a match occurs then statistics are updated for flows serviced by
+this node. If no match is found in the local hash table then this indicates
+that this is a new flow, which is dropped.
+
+
+Compiling the Application
+-------------------------
+
+The sequence of steps used to build the application is:
+
+#.  Export the required environment variables:
+
+    .. code-block:: console
+
+        export RTE_SDK=/path/to/rte_sdk
+        export RTE_TARGET=x86_64-native-linuxapp-gcc
+
+#.  Build the application executable file:
+
+    .. code-block:: console
+
+        cd ${RTE_SDK}/examples/flow_distributor/
+        make
+
+    For more details on how to build the DPDK libraries and sample
+    applications,
+    please refer to the *DPDK Getting Started Guide.*
+
+
+Running the Application
+-----------------------
+
+The application has two binaries to be run: the front-end distributor
+and the back-end node.
+
+The frontend distributor (distributor) has the following command line options::
+
+    ./distributor [EAL options] -- -p PORTMASK -n NUM_NODES -f NUM_FLOWS
+
+Where,
+
+* ``-p PORTMASK:`` Hexadecimal bitmask of ports to configure
+* ``-n NUM_NODES:`` Number of back-end nodes that will be used
+* ``-f NUM_FLOWS:`` Number of flows to be added in the EFD table (1 million, by default)
+
+The back-end node (node) has the following command line options::
+
+    ./node [EAL options] -- -n NODE_ID
+
+Where,
+
+* ``-n NODE_ID:`` Node ID, which cannot be equal or higher than NUM_MODES
+
+
+First, the distributor app must be launched, with the number of nodes that will be run.
+Once it has been started, the node instances can be run, with different NODE_ID.
+These instances have to be run as secondary processes, with ``--proc-type=secondary``
+in the EAL options, which will attach to the primary process memory, and therefore,
+they can access the queues created by the primary process to distribute packets.
+
+To successfully run the application, the command line used to start the
+application has to be in sync with the traffic flows configured on the traffic
+generator side.
+
+For examples of application command lines and traffic generator flows, please
+refer to the DPDK Test Report. For more details on how to set up and run the
+sample applications provided with DPDK package, please refer to the
+:ref:`DPDK Getting Started Guide for Linux <linux_gsg>` and
+:ref:`DPDK Getting Started Guide for FreeBSD <freebsd_gsg>`.
+
+
+Explanation
+-----------
+
+As described in previous sections, there are two processes in this example.
+
+The first process, the front-end distributor, creates and populates the EFD table,
+which is used to distribute packets to nodes, which the number of flows
+specified in the command line (1 million, by default).
+
+
+.. code-block:: c
+
+    static void
+    create_flow_distributor_table(void)
+    {
+        uint8_t socket_id = rte_socket_id();
+
+        /* create table */
+        efd_table = rte_efd_create("flow table", num_flows * 2, sizeof(uint32_t),
+                        1 << socket_id, socket_id);
+
+        if (efd_table == NULL)
+            rte_exit(EXIT_FAILURE, "Problem creating the flow table\n");
+    }
+
+    static void
+    populate_flow_distributor_table(void)
+    {
+        unsigned int i;
+        int32_t ret;
+        uint32_t ip_dst;
+        uint8_t socket_id = rte_socket_id();
+        uint64_t node_id;
+
+        /* Add flows in table */
+        for (i = 0; i < num_flows; i++) {
+            node_id = i % num_nodes;
+
+            ip_dst = rte_cpu_to_be_32(i);
+            ret = rte_efd_update(efd_table, socket_id,
+                            (void *)&ip_dst, (efd_value_t)node_id);
+            if (ret < 0)
+                rte_exit(EXIT_FAILURE, "Unable to add entry %u in "
+                                    "flow distributor table\n", i);
+        }
+
+        printf("EFD table: Adding 0x%x keys\n", num_flows);
+    }
+
+After initialization, packets are received from the enabled ports, and the IPv4
+address from the packets is used as a key to look up in the EFD table,
+which tells the node where the packet has to be distributed.
+
+.. code-block:: c
+
+    static void
+    process_packets(uint32_t port_num __rte_unused, struct rte_mbuf *pkts[],
+            uint16_t rx_count, unsigned int socket_id)
+    {
+        uint16_t i;
+        uint8_t node;
+        efd_value_t data[EFD_BURST_MAX];
+        const void *key_ptrs[EFD_BURST_MAX];
+
+        struct ipv4_hdr *ipv4_hdr;
+        uint32_t ipv4_dst_ip[EFD_BURST_MAX];
+
+        for (i = 0; i < rx_count; i++) {
+            /* Handle IPv4 header.*/
+            ipv4_hdr = rte_pktmbuf_mtod_offset(pkts[i], struct ipv4_hdr *,
+                    sizeof(struct ether_hdr));
+            ipv4_dst_ip[i] = ipv4_hdr->dst_addr;
+            key_ptrs[i] = (void *)&ipv4_dst_ip[i];
+        }
+
+        rte_efd_lookup_bulk(efd_table, socket_id, rx_count,
+                    (const void **) key_ptrs, data);
+        for (i = 0; i < rx_count; i++) {
+            node = (uint8_t) ((uintptr_t)data[i]);
+
+            if (node >= num_nodes) {
+                /*
+                 * Node is out of range, which means that
+                 * flow has not been inserted
+                 */
+                flow_dist_stats.drop++;
+                rte_pktmbuf_free(pkts[i]);
+            } else {
+                flow_dist_stats.distributed++;
+                enqueue_rx_packet(node, pkts[i]);
+            }
+        }
+
+        for (i = 0; i < num_nodes; i++)
+            flush_rx_queue(i);
+    }
+
+The burst of packets received is enqueued in temporary buffers (per node),
+and enqueued in the shared ring between the distributor and the node.
+After this, a new burst of packets is received and this process is
+repeated infinitely.
+
+.. code-block:: c
+
+    static void
+    flush_rx_queue(uint16_t node)
+    {
+        uint16_t j;
+        struct node *cl;
+
+        if (cl_rx_buf[node].count == 0)
+            return;
+
+        cl = &nodes[node];
+        if (rte_ring_enqueue_bulk(cl->rx_q, (void **)cl_rx_buf[node].buffer,
+                cl_rx_buf[node].count) != 0){
+            for (j = 0; j < cl_rx_buf[node].count; j++)
+                rte_pktmbuf_free(cl_rx_buf[node].buffer[j]);
+            cl->stats.rx_drop += cl_rx_buf[node].count;
+        } else
+            cl->stats.rx += cl_rx_buf[node].count;
+
+        cl_rx_buf[node].count = 0;
+    }
+
+The second process, the back-end node, receives the packets from the shared
+ring with the distributor and send them out, if they belong to the node.
+
+At initialization, it attaches to the distributor process memory, to have
+access to the shared ring, parameters and statistics.
+
+.. code-block:: c
+
+    rx_ring = rte_ring_lookup(get_rx_queue_name(node_id));
+    if (rx_ring == NULL)
+        rte_exit(EXIT_FAILURE, "Cannot get RX ring - "
+                "is distributor process running?\n");
+
+    mp = rte_mempool_lookup(PKTMBUF_POOL_NAME);
+    if (mp == NULL)
+        rte_exit(EXIT_FAILURE, "Cannot get mempool for mbufs\n");
+
+    mz = rte_memzone_lookup(MZ_SHARED_INFO);
+    if (mz == NULL)
+        rte_exit(EXIT_FAILURE, "Cannot get port info structure\n");
+    info = mz->addr;
+    tx_stats = &(info->tx_stats[node_id]);
+    filter_stats = &(info->filter_stats[node_id]);
+
+Then, the hash table that contains the flows that will be handled
+by the node is created and populated.
+
+.. code-block:: c
+
+    static struct rte_hash *
+    create_hash_table(const struct shared_info *info)
+    {
+        uint32_t num_flows_node = info->num_flows / info->num_nodes;
+        char name[RTE_HASH_NAMESIZE];
+        struct rte_hash *h;
+
+        /* create table */
+        struct rte_hash_parameters hash_params = {
+            .entries = num_flows_node * 2, /* table load = 50% */
+            .key_len = sizeof(uint32_t), /* Store IPv4 dest IP address */
+            .socket_id = rte_socket_id(),
+            .hash_func_init_val = 0,
+        };
+
+        snprintf(name, sizeof(name), "hash_table_%d", node_id);
+        hash_params.name = name;
+        h = rte_hash_create(&hash_params);
+
+        if (h == NULL)
+            rte_exit(EXIT_FAILURE,
+                    "Problem creating the hash table for node %d\n",
+                    node_id);
+        return h;
+    }
+
+    static void
+    populate_hash_table(const struct rte_hash *h, const struct shared_info *info)
+    {
+        unsigned int i;
+        int32_t ret;
+        uint32_t ip_dst;
+        uint32_t num_flows_node = 0;
+        uint64_t target_node;
+
+        /* Add flows in table */
+        for (i = 0; i < info->num_flows; i++) {
+            target_node = i % info->num_nodes;
+            if (target_node != node_id)
+                continue;
+
+            ip_dst = rte_cpu_to_be_32(i);
+
+            ret = rte_hash_add_key(h, (void *) &ip_dst);
+            if (ret < 0)
+                rte_exit(EXIT_FAILURE, "Unable to add entry %u "
+                        "in hash table\n", i);
+            else
+                num_flows_node++;
+
+        }
+
+        printf("Hash table: Adding 0x%x keys\n", num_flows_node);
+    }
+
+After initialization, packets are dequeued from the shared ring
+(from the distributor) and, like in the distributor process,
+the IPv4 address from the packets is used as a key to look up in the hash table.
+If there is a hit, packet is stored in a buffer, to be eventually transmitted
+in one of the enabled ports. If key is not there, packet is dropped, since the
+flow is not handled by the node.
+
+.. code-block:: c
+
+    static inline void
+    handle_packets(struct rte_hash *h, struct rte_mbuf **bufs, uint16_t num_packets)
+    {
+        struct ipv4_hdr *ipv4_hdr;
+        uint32_t ipv4_dst_ip[PKT_READ_SIZE];
+        const void *key_ptrs[PKT_READ_SIZE];
+        unsigned int i;
+        int32_t positions[PKT_READ_SIZE] = {0};
+
+        for (i = 0; i < num_packets; i++) {
+            /* Handle IPv4 header.*/
+            ipv4_hdr = rte_pktmbuf_mtod_offset(bufs[i], struct ipv4_hdr *,
+                    sizeof(struct ether_hdr));
+            ipv4_dst_ip[i] = ipv4_hdr->dst_addr;
+            key_ptrs[i] = &ipv4_dst_ip[i];
+        }
+        /* Check if packets belongs to any flows handled by this node */
+        rte_hash_lookup_bulk(h, key_ptrs, num_packets, positions);
+
+        for (i = 0; i < num_packets; i++) {
+            if (likely(positions[i] >= 0)) {
+                filter_stats->passed++;
+                transmit_packet(bufs[i]);
+            } else {
+                filter_stats->drop++;
+                /* Drop packet, as flow is not handled by this node */
+                rte_pktmbuf_free(bufs[i]);
+            }
+        }
+    }
+
+Finally, note that both processes updates statistics, such as transmitted, received
+and dropped packets, which are shown and refreshed by the distributor app.
+
+.. code-block:: c
+
+    static void
+    do_stats_display(void)
+    {
+        unsigned int i, j;
+        const char clr[] = {27, '[', '2', 'J', '\0'};
+        const char topLeft[] = {27, '[', '1', ';', '1', 'H', '\0'};
+        uint64_t port_tx[RTE_MAX_ETHPORTS], port_tx_drop[RTE_MAX_ETHPORTS];
+        uint64_t node_tx[MAX_NODES], node_tx_drop[MAX_NODES];
+
+        /* to get TX stats, we need to do some summing calculations */
+        memset(port_tx, 0, sizeof(port_tx));
+        memset(port_tx_drop, 0, sizeof(port_tx_drop));
+        memset(node_tx, 0, sizeof(node_tx));
+        memset(node_tx_drop, 0, sizeof(node_tx_drop));
+
+        for (i = 0; i < num_nodes; i++) {
+            const struct tx_stats *tx = &info->tx_stats[i];
+
+            for (j = 0; j < info->num_ports; j++) {
+                const uint64_t tx_val = tx->tx[info->id[j]];
+                const uint64_t drop_val = tx->tx_drop[info->id[j]];
+
+                port_tx[j] += tx_val;
+                port_tx_drop[j] += drop_val;
+                node_tx[i] += tx_val;
+                node_tx_drop[i] += drop_val;
+            }
+        }
+
+        /* Clear screen and move to top left */
+        printf("%s%s", clr, topLeft);
+
+        printf("PORTS\n");
+        printf("-----\n");
+        for (i = 0; i < info->num_ports; i++)
+            printf("Port %u: '%s'\t", (unsigned int)info->id[i],
+                    get_printable_mac_addr(info->id[i]));
+        printf("\n\n");
+        for (i = 0; i < info->num_ports; i++) {
+            printf("Port %u - rx: %9"PRIu64"\t"
+                    "tx: %9"PRIu64"\n",
+                    (unsigned int)info->id[i], info->rx_stats.rx[i],
+                    port_tx[i]);
+        }
+
+        printf("\nFLOW DISTRIBUTOR\n");
+        printf("-----\n");
+        printf("distributed: %9"PRIu64", drop: %9"PRIu64"\n",
+                flow_dist_stats.distributed, flow_dist_stats.drop);
+
+        printf("\nNODES\n");
+        printf("-------\n");
+        for (i = 0; i < num_nodes; i++) {
+            const unsigned long long rx = nodes[i].stats.rx;
+            const unsigned long long rx_drop = nodes[i].stats.rx_drop;
+            const struct filter_stats *filter = &info->filter_stats[i];
+
+            printf("Node %2u - rx: %9llu, rx_drop: %9llu\n"
+                    "            tx: %9"PRIu64", tx_drop: %9"PRIu64"\n"
+                    "            filter_passed: %9"PRIu64", "
+                    "filter_drop: %9"PRIu64"\n",
+                    i, rx, rx_drop, node_tx[i], node_tx_drop[i],
+                    filter->passed, filter->drop);
+        }
+
+        printf("\n");
+    }
diff --git a/doc/guides/sample_app_ug/img/flow_distributor.svg b/doc/guides/sample_app_ug/img/flow_distributor.svg
new file mode 100644
index 0000000..9aee30b
--- /dev/null
+++ b/doc/guides/sample_app_ug/img/flow_distributor.svg
@@ -0,0 +1,1254 @@
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+		<v:userDefs>
+			<v:ud v:nameU="msvThemeOrder" v:val="VT0(0):26"/>
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+		<title>Page-1</title>
+		<v:pageProperties v:drawingScale="1" v:pageScale="1" v:drawingUnits="0" v:shadowOffsetX="9" v:shadowOffsetY="-9"/>
+		<g id="shape3-1" v:mID="3" v:groupContext="shape" transform="translate(319.501,-335.688)">
+			<title>Rectangle.58</title>
+			<desc>Key 1</desc>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+		<g id="shape4-7" v:mID="4" v:groupContext="shape" transform="translate(353.251,-335.688)">
+			<title>Rectangle.59</title>
+			<desc>Action 1</desc>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+			<v:textBlock v:margins="rect(4,4,4,4)"/>
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+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<rect x="0" y="406.565" width="42.75" height="18" class="st3"/>
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+		<g id="shape5-13" v:mID="5" v:groupContext="shape" transform="translate(400.501,-335.688)">
+			<title>Rectangle.60</title>
+			<desc>Key 2</desc>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+			<v:textBlock v:margins="rect(4,4,4,4)"/>
+			<v:textRect cx="15.75" cy="415.565" width="31.5" height="18"/>
+			<g id="shadow5-14" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<rect x="0" y="406.565" width="31.5" height="18" class="st3"/>
+			<text x="4.74" y="418.56" class="st4" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Key 2</text>		</g>
+		<g id="shape6-19" v:mID="6" v:groupContext="shape" transform="translate(434.251,-335.688)">
+			<title>Rectangle.61</title>
+			<desc>Action 2</desc>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+			<v:textBlock v:margins="rect(4,4,4,4)"/>
+			<v:textRect cx="21.375" cy="415.565" width="42.75" height="18"/>
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+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<rect x="0" y="406.565" width="42.75" height="18" class="st3"/>
+			<text x="4.62" y="418.56" class="st4" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Action 2</text>		</g>
+		<g id="shape7-25" v:mID="7" v:groupContext="shape" transform="translate(481.501,-335.688)">
+			<title>Rectangle.62</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow7-26" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<rect x="0" y="406.565" width="31.5" height="18" class="st3"/>
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+		<g id="shape8-30" v:mID="8" v:groupContext="shape" transform="translate(515.251,-335.688)">
+			<title>Rectangle.63</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow8-31" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<rect x="0" y="406.565" width="42.75" height="18" class="st3"/>
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+		<g id="shape9-35" v:mID="9" v:groupContext="shape" transform="translate(319.501,-313.188)">
+			<title>Rectangle.64</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow9-36" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+		<g id="shape10-40" v:mID="10" v:groupContext="shape" transform="translate(353.251,-313.188)">
+			<title>Rectangle.65</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+			<g id="shadow10-41" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape11-45" v:mID="11" v:groupContext="shape" transform="translate(400.501,-313.188)">
+			<title>Rectangle.66</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow11-46" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<rect x="0" y="406.565" width="31.5" height="18" class="st3"/>
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+		<g id="shape12-50" v:mID="12" v:groupContext="shape" transform="translate(434.251,-313.188)">
+			<title>Rectangle.67</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow12-51" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape13-55" v:mID="13" v:groupContext="shape" transform="translate(481.501,-313.188)">
+			<title>Rectangle.68</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow13-56" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+		<g id="shape14-60" v:mID="14" v:groupContext="shape" transform="translate(515.251,-313.188)">
+			<title>Rectangle.69</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+			<g id="shadow14-61" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape15-65" v:mID="15" v:groupContext="shape" transform="translate(319.501,-277.188)">
+			<title>Rectangle.70</title>
+			<desc>Key x</desc>
+			<v:userDefs>
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+			<g id="shadow15-66" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+			<rect x="0" y="406.565" width="31.5" height="18" class="st3"/>
+			<text x="5.11" y="418.56" class="st4" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Key x</text>		</g>
+		<g id="shape16-71" v:mID="16" v:groupContext="shape" transform="translate(353.251,-277.188)">
+			<title>Rectangle.71</title>
+			<desc>Action x</desc>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+			<v:textBlock v:margins="rect(4,4,4,4)"/>
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+			<g id="shadow16-72" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<rect x="0" y="406.565" width="42.75" height="18" class="st3"/>
+			<text x="4.99" y="418.56" class="st4" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Action x</text>		</g>
+		<g id="shape17-77" v:mID="17" v:groupContext="shape" transform="translate(400.501,-277.188)">
+			<title>Rectangle.72</title>
+			<desc>Key y</desc>
+			<v:userDefs>
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+		<g id="shape18-83" v:mID="18" v:groupContext="shape" transform="translate(434.251,-277.188)">
+			<title>Rectangle.73</title>
+			<desc>Action y</desc>
+			<v:userDefs>
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+			<v:textBlock v:margins="rect(4,4,4,4)"/>
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+		<g id="shape19-89" v:mID="19" v:groupContext="shape" transform="translate(481.501,-277.188)">
+			<title>Rectangle.74</title>
+			<desc>Key z</desc>
+			<v:userDefs>
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+		<g id="shape20-95" v:mID="20" v:groupContext="shape" transform="translate(515.251,-277.188)">
+			<title>Rectangle.75</title>
+			<desc>Action z</desc>
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+		<g id="shape22-106" v:mID="22" v:groupContext="shape" transform="translate(353.251,-240.687)">
+			<title>Rectangle.77</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+			<g id="shadow22-107" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape23-111" v:mID="23" v:groupContext="shape" transform="translate(400.501,-240.687)">
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+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+			<g id="shadow23-112" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape24-116" v:mID="24" v:groupContext="shape" transform="translate(434.251,-240.687)">
+			<title>Rectangle.79</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+			<g id="shadow24-117" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape25-121" v:mID="25" v:groupContext="shape" transform="translate(481.501,-240.687)">
+			<title>Rectangle.80</title>
+			<desc>Key N</desc>
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+						v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
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+						v:sortKey="Network" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
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+			<desc>Action 1</desc>
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+			<desc>Key 2</desc>
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+			<desc>Action 2</desc>
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+			<v:textBlock v:margins="rect(4,4,4,4)"/>
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+		<g id="shape91-399" v:mID="91" v:groupContext="shape" transform="translate(328.501,-40.9375)">
+			<title>Rectangle.91</title>
+			<v:userDefs>
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+			</v:userDefs>
+			<g id="shadow91-400" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape92-404" v:mID="92" v:groupContext="shape" transform="translate(362.251,-40.9375)">
+			<title>Rectangle.92</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow92-405" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape93-409" v:mID="93" v:groupContext="shape" transform="translate(409.501,-40.9375)">
+			<title>Rectangle.93</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow93-410" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape94-414" v:mID="94" v:groupContext="shape" transform="translate(443.251,-40.9375)">
+			<title>Rectangle.94</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow94-415" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+		<g id="shape95-419" v:mID="95" v:groupContext="shape" transform="translate(490.501,-40.9375)">
+			<title>Rectangle.95</title>
+			<desc>Key N</desc>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<v:textBlock v:margins="rect(4,4,4,4)"/>
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+			<text x="5.21" y="418.26" class="st5" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Key N</text>		</g>
+		<g id="shape96-425" v:mID="96" v:groupContext="shape" transform="translate(524.251,-40.9375)">
+			<title>Rectangle.96</title>
+			<desc>Action N</desc>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<v:textBlock v:margins="rect(4,4,4,4)"/>
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+				<rect x="0" y="406.565" width="42.75" height="18" class="st2"/>
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+			<rect x="0" y="406.565" width="42.75" height="18" class="st3"/>
+			<text x="5.67" y="418.26" class="st5" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Action N</text>		</g>
+		<g id="shape97-431" v:mID="97" v:groupContext="shape" transform="translate(326.251,-31.9375)">
+			<title>Rectangle.97</title>
+			<v:userDefs>
+				<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+			</v:userDefs>
+			<g id="shadow97-432" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+					transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<rect x="0" y="289.065" width="245.25" height="135.5" class="st7"/>
+		</g>
+		<g id="shape98-436" v:mID="98" v:groupContext="shape" transform="translate(337.501,-162.938)">
+			<title>Sheet.98</title>
+			<desc>Local Table for N Specific Flows Serviced at Node X</desc>
+			<v:textBlock v:margins="rect(4,4,4,4)"/>
+			<v:textRect cx="110.423" cy="418.94" width="220.85" height="11.25"/>
+			<rect x="0" y="413.315" width="220.846" height="11.25" class="st8"/>
+			<text x="5.55" y="421.94" class="st9" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Local Table for N Specific Flows Serviced at Node X</text>		</g>
+		<g id="shape99-439" v:mID="99" v:groupContext="shape" transform="translate(-204.342,-29.4449) rotate(-53.7462)">
+			<title>Sheet.99</title>
+			<path d="M0 424.56 L160.37 424.56" class="st25"/>
+		</g>
+		<g id="shape100-445" v:mID="100" v:groupContext="shape" transform="translate(-37.6568,-164.882) rotate(-24.444)">
+			<title>Sheet.100</title>
+			<path d="M0 424.56 L101.71 424.56" class="st25"/>
+		</g>
+		<g id="shape101-450" v:mID="101" v:groupContext="shape" transform="translate(464.049,-50.8578) rotate(50.099)">
+			<title>Sheet.101</title>
+			<path d="M0 424.56 L139.8 424.56" class="st25"/>
+		</g>
+		<g id="shape102-455" v:mID="102" v:groupContext="shape" transform="translate(372.376,-207.438)">
+			<title>Sheet.102</title>
+			<desc>Supports N Flows</desc>
+			<v:textBlock v:margins="rect(4,4,4,4)"/>
+			<v:textRect cx="67.5" cy="415.565" width="135" height="18"/>
+			<rect x="0" y="406.565" width="135" height="18" class="st19"/>
+			<text x="25.15" y="419.17" class="st20" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Supports N Flows</text>		</g>
+	</g>
+</svg>
diff --git a/doc/guides/sample_app_ug/index.rst b/doc/guides/sample_app_ug/index.rst
index 775e2f7..260f6a5 100644
--- a/doc/guides/sample_app_ug/index.rst
+++ b/doc/guides/sample_app_ug/index.rst
@@ -57,6 +57,7 @@ Sample Applications User Guides
     l3_forward_virtual
     link_status_intr
     load_balancer
+    flow_distributor
     multi_process
     qos_metering
     qos_scheduler
-- 
2.7.4



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