[dpdk-dev] app/test: remove large lpm test head file

Message ID 1474882625-67916-1-git-send-email-wei.dai@intel.com (mailing list archive)
State Superseded, archived
Delegated to: Thomas Monjalon
Headers

Commit Message

Wei Dai Sept. 26, 2016, 9:37 a.m. UTC
  remove the large file app/test/test_lpm_routes.h and add codes to
auto-generate similar large route rule talbe which keeps same depth
and IP class distribution as previous one in test_lpm_routes.h .
With the rule table auto-generated at run time, the performance
of looking up keep similar to that from pervious constant talbe.

Signed-off-by: Wei Dai <wei.dai@intel.com>
---
 app/test/test_lpm.c        |       2 +-
 app/test/test_lpm_perf.c   |     268 +-
 app/test/test_lpm_routes.h | 1076861 -----------------------------------------
 3 files changed, 266 insertions(+), 1076865 deletions(-)
 delete mode 100644 app/test/test_lpm_routes.h

diff --git a/app/test/test_lpm_routes.h b/app/test/test_lpm_routes.h
deleted file mode 100644
index 023b0f9..0000000
  

Comments

Thomas Monjalon Sept. 26, 2016, 9:56 a.m. UTC | #1
2016-09-26 17:37, Wei Dai:
> remove the large file app/test/test_lpm_routes.h and add codes to
> auto-generate similar large route rule talbe which keeps same depth
> and IP class distribution as previous one in test_lpm_routes.h .
> With the rule table auto-generated at run time, the performance
> of looking up keep similar to that from pervious constant talbe.
> 
> Signed-off-by: Wei Dai <wei.dai@intel.com>
> ---
>  app/test/test_lpm.c        |       2 +-
>  app/test/test_lpm_perf.c   |     268 +-
>  app/test/test_lpm_routes.h | 1076861 -----------------------------------------
>  3 files changed, 266 insertions(+), 1076865 deletions(-)
>  delete mode 100644 app/test/test_lpm_routes.h

Whaouh! Good news :)
This file is 21 MB. It should help to reduce the size of a tarball.
Are you working also on the IPv6 flavour? (7 MB to save)
  
Bruce Richardson Sept. 26, 2016, 10:06 a.m. UTC | #2
On Mon, Sep 26, 2016 at 05:37:05PM +0800, Wei Dai wrote:
> remove the large file app/test/test_lpm_routes.h and add codes to
> auto-generate similar large route rule talbe which keeps same depth
> and IP class distribution as previous one in test_lpm_routes.h .
> With the rule table auto-generated at run time, the performance
> of looking up keep similar to that from pervious constant talbe.
> 
> Signed-off-by: Wei Dai <wei.dai@intel.com>
> ---
>  app/test/test_lpm.c        |       2 +-
>  app/test/test_lpm_perf.c   |     268 +-
>  app/test/test_lpm_routes.h | 1076861 -----------------------------------------
>  3 files changed, 266 insertions(+), 1076865 deletions(-)
>  delete mode 100644 app/test/test_lpm_routes.h
> 
> diff --git a/app/test/test_lpm.c b/app/test/test_lpm.c
> index b6ad2eb..0952f52 100644
> --- a/app/test/test_lpm.c
> +++ b/app/test/test_lpm.c
> @@ -35,10 +35,10 @@
>  #include <stdint.h>
>  #include <stdlib.h>
>  
> +#include <rte_ip.h>
>  #include <rte_lpm.h>
>  
>  #include "test.h"
> -#include "test_lpm_routes.h"
>  #include "test_xmmt_ops.h"
>  
>  #define TEST_LPM_ASSERT(cond) do {                                            \
> diff --git a/app/test/test_lpm_perf.c b/app/test/test_lpm_perf.c
> index 58eb415..5582ef4 100644
> --- a/app/test/test_lpm_perf.c
> +++ b/app/test/test_lpm_perf.c
> @@ -34,14 +34,15 @@
>  #include <stdio.h>
>  #include <stdint.h>
>  #include <stdlib.h>
> +#include <math.h>
>  
>  #include <rte_cycles.h>
>  #include <rte_random.h>
>  #include <rte_branch_prediction.h>
>  #include <rte_lpm.h>
> +#include <rte_ip.h>
>  
>  #include "test.h"
> -#include "test_lpm_routes.h"
>  #include "test_xmmt_ops.h"
>  
>  #define TEST_LPM_ASSERT(cond) do {                                            \
> @@ -55,6 +56,265 @@
>  #define BATCH_SIZE (1 << 12)
>  #define BULK_SIZE 32
>  
> +#define MAX_RULE_NUM (1200000)
> +
> +struct route_rule {
> +	uint32_t ip;
> +	uint8_t depth;
> +};
> +
> +struct route_rule large_route_table[MAX_RULE_NUM];
> +
> +static uint32_t num_route_entries;  /* NUM_ROUTE_ENTRIES */
> +#define NUM_ROUTE_ENTRIES num_route_entries
> +
> +struct route_rule_count {
> +	uint32_t total;
> +	uint32_t a[RTE_LPM_MAX_DEPTH];
> +	uint32_t b[RTE_LPM_MAX_DEPTH];
> +	uint32_t c[RTE_LPM_MAX_DEPTH];
> +	uint32_t left;
> +	uint32_t abc[3*RTE_LPM_MAX_DEPTH];

Can you provide some comments explaining how you are generating the rules
to test with. For example, explain why have you split the sets of rules
into three, a, b, and c, and how you use each of those three sets. Perhaps
also provide a comment alongside each member of the structure above.

<snip>
> +static void init_rule_count(void)
> +{
> +	uint32_t depth;
> +	uint32_t count;
> +
> +	rule_count.left = 0;
> +	count = 0;
> +
> +	for (depth = 1; depth <= RTE_LPM_MAX_DEPTH; depth++) {
> +		count += rule_count.a[depth-1];
> +		if (rule_count.a[depth-1])
> +			rule_count.abc[rule_count.left++] = depth;
> +	}
> +
> +	for (depth = 1; depth <= RTE_LPM_MAX_DEPTH; depth++) {
> +		count += rule_count.b[depth-1];
> +		if (rule_count.b[depth-1])
> +			rule_count.abc[rule_count.left++] = 256 + depth;
> +	}
> +
> +	for (depth = 1; depth <= RTE_LPM_MAX_DEPTH; depth++) {
> +		count += rule_count.c[depth-1];
> +		if (rule_count.c[depth-1])
> +			rule_count.abc[rule_count.left++] = 512 + depth;
> +	}
> +	rule_count.total = count;
> +}

Again, this needs a comment explaining what this function is doing, and
how/why it is doing so.

> +
> +static void generate_random_rule_prefix(uint32_t ip_class, uint8_t depth)
> +{
> +#define IP_HEAD_MASK_A  0x00000000  /* 0xxx */
> +#define IP_HEAD_MASK_B  0x80000000  /* 10xx */
> +#define IP_HEAD_MASK_C  0xC0000000  /* 110x */
> +#define IP_HEAD_BIT_NUM_A 1
> +#define IP_HEAD_BIT_NUM_B 2
> +#define IP_HEAD_BIT_NUM_C 3
> +
> +	uint32_t depth_1;
> +	uint32_t class_depth;
> +	uint32_t range;
> +	uint32_t mask;
> +	uint32_t step;
> +	uint32_t start;
> +	uint32_t fixed_bit_num;
> +	uint32_t ip_head_mask;
> +	uint32_t rule_num;
> +	uint32_t k;
> +	struct route_rule *ptr_rule;
> +
> +	depth_1 = depth - 1;
> +
> +	if (ip_class == 0) { /* IP Address class A */
> +		fixed_bit_num = IP_HEAD_BIT_NUM_A;
> +		ip_head_mask = IP_HEAD_MASK_A;
> +		rule_num = rule_count.a[depth_1];
> +	} else if (ip_class == 1) { /* IP Address class B */
> +		fixed_bit_num = IP_HEAD_BIT_NUM_B;
> +		ip_head_mask = IP_HEAD_MASK_B;
> +		rule_num = rule_count.b[depth_1];
> +	} else { /* IP Address class C */
> +		fixed_bit_num = IP_HEAD_BIT_NUM_C;
> +		ip_head_mask = IP_HEAD_MASK_C;
> +		rule_num = rule_count.c[depth_1];
> +	}
> +
> +	class_depth = depth - fixed_bit_num;
> +	range = 1 << class_depth;
> +	mask = range - 1;
> +	if (range <= rule_num)
> +		step = 1;
> +	else
> +		step = round((double)range / rule_num);
> +
> +	start = lrand48() & mask;
> +	ptr_rule = &large_route_table[num_route_entries];
> +	for (k = 0; k < rule_num; k++) {
> +		ptr_rule->ip = (start << (RTE_LPM_MAX_DEPTH - depth))
> +			| ip_head_mask;
> +		ptr_rule->depth = depth;
> +		ptr_rule++;
> +		start = (start + step) & mask;
> +	}
> +	num_route_entries += rule_num;
> +}

Again, comment explaining function, please.

> +
> +static void insert_rule_in_random_pos(uint32_t ip, uint8_t depth)
> +{
> +	uint32_t pos;
> +	int try_count = 0;
> +	struct route_rule tmp;
> +
> +	do {
> +		pos = lrand48();
> +		try_count++;
> +	} while ((try_count < 10) && (pos > num_route_entries));
> +
> +	if ((pos > num_route_entries) || (pos >= MAX_RULE_NUM))
> +		pos = num_route_entries >> 1;
> +
> +	tmp = large_route_table[pos];
> +	large_route_table[pos].ip = ip;
> +	large_route_table[pos].depth = depth;
> +	if (num_route_entries < MAX_RULE_NUM)
> +		large_route_table[num_route_entries++] = tmp;
> +}
> +
> +static void generate_large_route_rule_table(void)
> +{
> +	uint32_t idx;
> +	uint32_t ip_class;
> +	uint8_t  depth;
> +
> +	memset(large_route_table, 0, sizeof(large_route_table));
> +	init_rule_count();
> +
> +	idx = 0;
> +	do {
> +		depth = (rule_count.abc[idx] & 0xFF);
> +		ip_class = rule_count.abc[idx] >> 8;
> +
> +		generate_random_rule_prefix(ip_class, depth);
> +
> +		rule_count.left--;
> +		idx++;
> +	} while (rule_count.left > 0);
> +
> +	insert_rule_in_random_pos(IPv4(0, 0, 0, 0), 8);
> +	insert_rule_in_random_pos(IPv4(10, 2, 23, 147), 32);
> +	insert_rule_in_random_pos(IPv4(192, 168, 100, 10), 24);
> +	insert_rule_in_random_pos(IPv4(192, 168, 25, 100), 24);
> +	insert_rule_in_random_pos(IPv4(192, 168, 129, 124), 32);

Why are you inserting 5 rules at random positions at the end? Explanatory
comment needed, thanks.


When running the code with the new auto-generated table, the rule add time
is 5x longer than that with the original test. Have you investigated what
causes this, and is there something that can be done to work around it?

Regards,
/Bruce
  
Wei Dai Sept. 26, 2016, 1:07 p.m. UTC | #3
> -----Original Message-----
> From: Thomas Monjalon [mailto:thomas.monjalon@6wind.com]
> Sent: Monday, September 26, 2016 5:56 PM
> To: Dai, Wei <wei.dai@intel.com>
> Cc: dev@dpdk.org; Richardson, Bruce <bruce.richardson@intel.com>
> Subject: Re: [dpdk-dev] [PATCH] app/test: remove large lpm test head file
> 
> 2016-09-26 17:37, Wei Dai:
> > remove the large file app/test/test_lpm_routes.h and add codes to
> > auto-generate similar large route rule talbe which keeps same depth
> > and IP class distribution as previous one in test_lpm_routes.h .
> > With the rule table auto-generated at run time, the performance of
> > looking up keep similar to that from pervious constant talbe.
> >
> > Signed-off-by: Wei Dai <wei.dai@intel.com>
> > ---
> >  app/test/test_lpm.c        |       2 +-
> >  app/test/test_lpm_perf.c   |     268 +-
> >  app/test/test_lpm_routes.h | 1076861
> > -----------------------------------------
> >  3 files changed, 266 insertions(+), 1076865 deletions(-)  delete mode
> > 100644 app/test/test_lpm_routes.h
> 
> Whaouh! Good news :)
> This file is 21 MB. It should help to reduce the size of a tarball.
> Are you working also on the IPv6 flavour? (7 MB to save)

Yes, I am designing an algorithm to auto-generate LPM IPv6 test route rule and test input data.

As the number of next table to be checked during a looking-up varies much more and depends on
the pre-injected rule sets, to keep the similar performance for looking-up is more difficult than IPv4.

Regards
/Wei
  
Wei Dai Sept. 26, 2016, 1:49 p.m. UTC | #4
Hi, Bruce

How about your test result for this patch ?
Especially on performance of rule looking-up ?
There are also some replies for your comments as below.

Thanks
/ Wei 

> -----Original Message-----
> From: Richardson, Bruce
> Sent: Monday, September 26, 2016 6:07 PM
> To: Dai, Wei <wei.dai@intel.com>
> Cc: dev@dpdk.org
> Subject: Re: [PATCH] app/test: remove large lpm test head file
> 
> On Mon, Sep 26, 2016 at 05:37:05PM +0800, Wei Dai wrote:
> > remove the large file app/test/test_lpm_routes.h and add codes to
> > auto-generate similar large route rule talbe which keeps same depth
> > and IP class distribution as previous one in test_lpm_routes.h .
> > With the rule table auto-generated at run time, the performance of
> > looking up keep similar to that from pervious constant talbe.
> >
> > Signed-off-by: Wei Dai <wei.dai@intel.com>
> > ---
> >  app/test/test_lpm.c        |       2 +-
> >  app/test/test_lpm_perf.c   |     268 +-
> >  app/test/test_lpm_routes.h | 1076861
> > -----------------------------------------
> >  3 files changed, 266 insertions(+), 1076865 deletions(-)  delete mode
> > 100644 app/test/test_lpm_routes.h
> >
> > diff --git a/app/test/test_lpm.c b/app/test/test_lpm.c index
> > b6ad2eb..0952f52 100644
> > --- a/app/test/test_lpm.c
> > +++ b/app/test/test_lpm.c
> > @@ -35,10 +35,10 @@
> >  #include <stdint.h>
> >  #include <stdlib.h>
> >
> > +#include <rte_ip.h>
> >  #include <rte_lpm.h>
> >
> >  #include "test.h"
> > -#include "test_lpm_routes.h"
> >  #include "test_xmmt_ops.h"
> >
> >  #define TEST_LPM_ASSERT(cond) do
> {                                            \
> > diff --git a/app/test/test_lpm_perf.c b/app/test/test_lpm_perf.c index
> > 58eb415..5582ef4 100644
> > --- a/app/test/test_lpm_perf.c
> > +++ b/app/test/test_lpm_perf.c
> > @@ -34,14 +34,15 @@
> >  #include <stdio.h>
> >  #include <stdint.h>
> >  #include <stdlib.h>
> > +#include <math.h>
> >
> >  #include <rte_cycles.h>
> >  #include <rte_random.h>
> >  #include <rte_branch_prediction.h>
> >  #include <rte_lpm.h>
> > +#include <rte_ip.h>
> >
> >  #include "test.h"
> > -#include "test_lpm_routes.h"
> >  #include "test_xmmt_ops.h"
> >
> >  #define TEST_LPM_ASSERT(cond) do
> {                                            \
> > @@ -55,6 +56,265 @@
> >  #define BATCH_SIZE (1 << 12)
> >  #define BULK_SIZE 32
> >
> > +#define MAX_RULE_NUM (1200000)
> > +
> > +struct route_rule {
> > +	uint32_t ip;
> > +	uint8_t depth;
> > +};
> > +
> > +struct route_rule large_route_table[MAX_RULE_NUM];
> > +
> > +static uint32_t num_route_entries;  /* NUM_ROUTE_ENTRIES */ #define
> > +NUM_ROUTE_ENTRIES num_route_entries
> > +
> > +struct route_rule_count {
> > +	uint32_t total;
> > +	uint32_t a[RTE_LPM_MAX_DEPTH];
> > +	uint32_t b[RTE_LPM_MAX_DEPTH];
> > +	uint32_t c[RTE_LPM_MAX_DEPTH];
> > +	uint32_t left;
> > +	uint32_t abc[3*RTE_LPM_MAX_DEPTH];
> 
> Can you provide some comments explaining how you are generating the rules
> to test with. For example, explain why have you split the sets of rules into three,
> a, b, and c, and how you use each of those three sets. Perhaps also provide a
> comment alongside each member of the structure above.

a/b/c means IP address class. These class doesn't count IP address for local network.
Because the previous large route rule table was just dumped from a real router and
as to match similar performance, I design to keep similar depth and IP address coverage 
as previous constant table. All the numbers of each depth of each IP class are just
got from previous constant table. 

> 
> <snip>
> > +static void init_rule_count(void)
> > +{
> > +	uint32_t depth;
> > +	uint32_t count;
> > +
> > +	rule_count.left = 0;
> > +	count = 0;
> > +
> > +	for (depth = 1; depth <= RTE_LPM_MAX_DEPTH; depth++) {
> > +		count += rule_count.a[depth-1];
> > +		if (rule_count.a[depth-1])
> > +			rule_count.abc[rule_count.left++] = depth;
> > +	}
> > +
> > +	for (depth = 1; depth <= RTE_LPM_MAX_DEPTH; depth++) {
> > +		count += rule_count.b[depth-1];
> > +		if (rule_count.b[depth-1])
> > +			rule_count.abc[rule_count.left++] = 256 + depth;
> > +	}
> > +
> > +	for (depth = 1; depth <= RTE_LPM_MAX_DEPTH; depth++) {
> > +		count += rule_count.c[depth-1];
> > +		if (rule_count.c[depth-1])
> > +			rule_count.abc[rule_count.left++] = 512 + depth;
> > +	}
> > +	rule_count.total = count;
> > +}
> 
> Again, this needs a comment explaining what this function is doing, and
> how/why it is doing so.
I will give more comments to explain it in v2 patch.
By the way, rule_count.abc[ ] is for quicker generation of rules.

> 
> > +
> > +static void generate_random_rule_prefix(uint32_t ip_class, uint8_t
> > +depth) { #define IP_HEAD_MASK_A  0x00000000  /* 0xxx */ #define
> > +IP_HEAD_MASK_B  0x80000000  /* 10xx */ #define IP_HEAD_MASK_C
> > +0xC0000000  /* 110x */ #define IP_HEAD_BIT_NUM_A 1 #define
> > +IP_HEAD_BIT_NUM_B 2 #define IP_HEAD_BIT_NUM_C 3
> > +
> > +	uint32_t depth_1;
> > +	uint32_t class_depth;
> > +	uint32_t range;
> > +	uint32_t mask;
> > +	uint32_t step;
> > +	uint32_t start;
> > +	uint32_t fixed_bit_num;
> > +	uint32_t ip_head_mask;
> > +	uint32_t rule_num;
> > +	uint32_t k;
> > +	struct route_rule *ptr_rule;
> > +
> > +	depth_1 = depth - 1;
> > +
> > +	if (ip_class == 0) { /* IP Address class A */
> > +		fixed_bit_num = IP_HEAD_BIT_NUM_A;
> > +		ip_head_mask = IP_HEAD_MASK_A;
> > +		rule_num = rule_count.a[depth_1];
> > +	} else if (ip_class == 1) { /* IP Address class B */
> > +		fixed_bit_num = IP_HEAD_BIT_NUM_B;
> > +		ip_head_mask = IP_HEAD_MASK_B;
> > +		rule_num = rule_count.b[depth_1];
> > +	} else { /* IP Address class C */
> > +		fixed_bit_num = IP_HEAD_BIT_NUM_C;
> > +		ip_head_mask = IP_HEAD_MASK_C;
> > +		rule_num = rule_count.c[depth_1];
> > +	}
> > +
> > +	class_depth = depth - fixed_bit_num;
> > +	range = 1 << class_depth;
> > +	mask = range - 1;
> > +	if (range <= rule_num)
> > +		step = 1;
> > +	else
> > +		step = round((double)range / rule_num);
> > +
> > +	start = lrand48() & mask;
> > +	ptr_rule = &large_route_table[num_route_entries];
> > +	for (k = 0; k < rule_num; k++) {
> > +		ptr_rule->ip = (start << (RTE_LPM_MAX_DEPTH - depth))
> > +			| ip_head_mask;
> > +		ptr_rule->depth = depth;
> > +		ptr_rule++;
> > +		start = (start + step) & mask;
> > +	}
> > +	num_route_entries += rule_num;
> > +}
> 
> Again, comment explaining function, please.
V2 patch will give more annotations.
> 
> > +
> > +static void insert_rule_in_random_pos(uint32_t ip, uint8_t depth) {
> > +	uint32_t pos;
> > +	int try_count = 0;
> > +	struct route_rule tmp;
> > +
> > +	do {
> > +		pos = lrand48();
> > +		try_count++;
> > +	} while ((try_count < 10) && (pos > num_route_entries));
> > +
> > +	if ((pos > num_route_entries) || (pos >= MAX_RULE_NUM))
> > +		pos = num_route_entries >> 1;
> > +
> > +	tmp = large_route_table[pos];
> > +	large_route_table[pos].ip = ip;
> > +	large_route_table[pos].depth = depth;
> > +	if (num_route_entries < MAX_RULE_NUM)
> > +		large_route_table[num_route_entries++] = tmp; }
> > +
> > +static void generate_large_route_rule_table(void)
> > +{
> > +	uint32_t idx;
> > +	uint32_t ip_class;
> > +	uint8_t  depth;
> > +
> > +	memset(large_route_table, 0, sizeof(large_route_table));
> > +	init_rule_count();
> > +
> > +	idx = 0;
> > +	do {
> > +		depth = (rule_count.abc[idx] & 0xFF);
> > +		ip_class = rule_count.abc[idx] >> 8;
> > +
> > +		generate_random_rule_prefix(ip_class, depth);
> > +
> > +		rule_count.left--;
> > +		idx++;
> > +	} while (rule_count.left > 0);
> > +
> > +	insert_rule_in_random_pos(IPv4(0, 0, 0, 0), 8);
> > +	insert_rule_in_random_pos(IPv4(10, 2, 23, 147), 32);
> > +	insert_rule_in_random_pos(IPv4(192, 168, 100, 10), 24);
> > +	insert_rule_in_random_pos(IPv4(192, 168, 25, 100), 24);
> > +	insert_rule_in_random_pos(IPv4(192, 168, 129, 124), 32);
> 
> Why are you inserting 5 rules at random positions at the end? Explanatory
> comment needed, thanks.
This just keeps the same local IP address class and depth as previous constant table.
Place these local IP address in random position in the rule set rather than the end of it
or adjacent 5 lines.

> 
> 
> When running the code with the new auto-generated table, the rule add time is
> 5x longer than that with the original test. Have you investigated what causes
> this, and is there something that can be done to work around it?

I have designed a debug platform to trace each loop and each branch passed through during rule adding,
In previous constant large rule table, there are many (about ~78%) reappearance of same prefix 
(same IP prefix + same depth). But auto-generated rule table has much lower reappearance. 
This much affect compute quantity in rule adding.
To work around it, I assume that we may update the algorithm to keep same reappearance rate in each depth
and each IP address class. 
It will be much more complicated one and need much more efforts to tune it.
As the performance of looking-up from current auto-generated rule sets is similar as previous one, 
I have not gone on to pursuit much better performance of rule adding/deleting.

> 
> Regards,
> /Bruce
  

Patch

diff --git a/app/test/test_lpm.c b/app/test/test_lpm.c
index b6ad2eb..0952f52 100644
--- a/app/test/test_lpm.c
+++ b/app/test/test_lpm.c
@@ -35,10 +35,10 @@ 
 #include <stdint.h>
 #include <stdlib.h>
 
+#include <rte_ip.h>
 #include <rte_lpm.h>
 
 #include "test.h"
-#include "test_lpm_routes.h"
 #include "test_xmmt_ops.h"
 
 #define TEST_LPM_ASSERT(cond) do {                                            \
diff --git a/app/test/test_lpm_perf.c b/app/test/test_lpm_perf.c
index 58eb415..5582ef4 100644
--- a/app/test/test_lpm_perf.c
+++ b/app/test/test_lpm_perf.c
@@ -34,14 +34,15 @@ 
 #include <stdio.h>
 #include <stdint.h>
 #include <stdlib.h>
+#include <math.h>
 
 #include <rte_cycles.h>
 #include <rte_random.h>
 #include <rte_branch_prediction.h>
 #include <rte_lpm.h>
+#include <rte_ip.h>
 
 #include "test.h"
-#include "test_lpm_routes.h"
 #include "test_xmmt_ops.h"
 
 #define TEST_LPM_ASSERT(cond) do {                                            \
@@ -55,6 +56,265 @@ 
 #define BATCH_SIZE (1 << 12)
 #define BULK_SIZE 32
 
+#define MAX_RULE_NUM (1200000)
+
+struct route_rule {
+	uint32_t ip;
+	uint8_t depth;
+};
+
+struct route_rule large_route_table[MAX_RULE_NUM];
+
+static uint32_t num_route_entries;  /* NUM_ROUTE_ENTRIES */
+#define NUM_ROUTE_ENTRIES num_route_entries
+
+struct route_rule_count {
+	uint32_t total;
+	uint32_t a[RTE_LPM_MAX_DEPTH];
+	uint32_t b[RTE_LPM_MAX_DEPTH];
+	uint32_t c[RTE_LPM_MAX_DEPTH];
+	uint32_t left;
+	uint32_t abc[3*RTE_LPM_MAX_DEPTH];
+};
+
+static struct route_rule_count rule_count = {
+	.a = {
+		    0, /* depth =  1 */
+		    0, /* depth =  2 */
+		    1, /* depth =  3 */
+		    0, /* depth =  4 */
+		    2, /* depth =  5 */
+		    1, /* depth =  6 */
+		    3, /* depth =  7 */
+		  185, /* depth =  8 */
+		   26, /* depth =  9 */
+		   16, /* depth = 10 */
+		   39, /* depth = 11 */
+		  144, /* depth = 12 */
+		  233, /* depth = 13 */
+		  528, /* depth = 14 */
+		  866, /* depth = 15 */
+		 3856, /* depth = 16 */
+		 3268, /* depth = 17 */
+		 5662, /* depth = 18 */
+		17301, /* depth = 19 */
+		22226, /* depth = 20 */
+		11147, /* depth = 21 */
+		16746, /* depth = 22 */
+		17120, /* depth = 23 */
+		77578, /* depth = 24 */
+		  401, /* depth = 25 */
+		  656, /* depth = 26 */
+		 1107, /* depth = 27 */
+		 1121, /* depth = 28 */
+		 2316, /* depth = 29 */
+		  717, /* depth = 30 */
+		   10, /* depth = 31 */
+		   66  /* depth = 32 */
+	},
+	.b = {
+		    0, /* depth =  1 */
+		    0, /* depth =  2 */
+		    0, /* depth =  3 */
+		    0, /* depth =  4 */
+		    1, /* depth =  5 */
+		    1, /* depth =  6 */
+		    1, /* depth =  7 */
+		    3, /* depth =  8 */
+		    3, /* depth =  9 */
+		   30, /* depth = 10 */
+		   25, /* depth = 11 */
+		  168, /* depth = 12 */
+		  305, /* depth = 13 */
+		  569, /* depth = 14 */
+		 1129, /* depth = 15 */
+		50800, /* depth = 16 */
+		 1645, /* depth = 17 */
+		 1820, /* depth = 18 */
+		 3506, /* depth = 19 */
+		 3258, /* depth = 20 */
+		 3424, /* depth = 21 */
+		 4971, /* depth = 22 */
+		 6885, /* depth = 23 */
+		39771, /* depth = 24 */
+		  424, /* depth = 25 */
+		  170, /* depth = 26 */
+		  433, /* depth = 27 */
+		   92, /* depth = 28 */
+		  366, /* depth = 29 */
+		  377, /* depth = 30 */
+		    2, /* depth = 31 */
+		  200  /* depth = 32 */
+	},
+	.c = {
+		     0, /* depth =  1 */
+		     0, /* depth =  2 */
+		     0, /* depth =  3 */
+		     0, /* depth =  4 */
+		     0, /* depth =  5 */
+		     0, /* depth =  6 */
+		     0, /* depth =  7 */
+		    12, /* depth =  8 */
+		     8, /* depth =  9 */
+		     9, /* depth = 10 */
+		    33, /* depth = 11 */
+		    69, /* depth = 12 */
+		   237, /* depth = 13 */
+		  1007, /* depth = 14 */
+		  1717, /* depth = 15 */
+		 14663, /* depth = 16 */
+		  8070, /* depth = 17 */
+		 16185, /* depth = 18 */
+		 48261, /* depth = 19 */
+		 36870, /* depth = 20 */
+		 33960, /* depth = 21 */
+		 50638, /* depth = 22 */
+		 61422, /* depth = 23 */
+		466549, /* depth = 24 */
+		  1829, /* depth = 25 */
+		  4824, /* depth = 26 */
+		  4927, /* depth = 27 */
+		  5914, /* depth = 28 */
+		 10254, /* depth = 29 */
+		  4905, /* depth = 30 */
+		     1, /* depth = 31 */
+		   716  /* depth = 32 */
+	}
+};
+
+static void init_rule_count(void)
+{
+	uint32_t depth;
+	uint32_t count;
+
+	rule_count.left = 0;
+	count = 0;
+
+	for (depth = 1; depth <= RTE_LPM_MAX_DEPTH; depth++) {
+		count += rule_count.a[depth-1];
+		if (rule_count.a[depth-1])
+			rule_count.abc[rule_count.left++] = depth;
+	}
+
+	for (depth = 1; depth <= RTE_LPM_MAX_DEPTH; depth++) {
+		count += rule_count.b[depth-1];
+		if (rule_count.b[depth-1])
+			rule_count.abc[rule_count.left++] = 256 + depth;
+	}
+
+	for (depth = 1; depth <= RTE_LPM_MAX_DEPTH; depth++) {
+		count += rule_count.c[depth-1];
+		if (rule_count.c[depth-1])
+			rule_count.abc[rule_count.left++] = 512 + depth;
+	}
+	rule_count.total = count;
+}
+
+static void generate_random_rule_prefix(uint32_t ip_class, uint8_t depth)
+{
+#define IP_HEAD_MASK_A  0x00000000  /* 0xxx */
+#define IP_HEAD_MASK_B  0x80000000  /* 10xx */
+#define IP_HEAD_MASK_C  0xC0000000  /* 110x */
+#define IP_HEAD_BIT_NUM_A 1
+#define IP_HEAD_BIT_NUM_B 2
+#define IP_HEAD_BIT_NUM_C 3
+
+	uint32_t depth_1;
+	uint32_t class_depth;
+	uint32_t range;
+	uint32_t mask;
+	uint32_t step;
+	uint32_t start;
+	uint32_t fixed_bit_num;
+	uint32_t ip_head_mask;
+	uint32_t rule_num;
+	uint32_t k;
+	struct route_rule *ptr_rule;
+
+	depth_1 = depth - 1;
+
+	if (ip_class == 0) { /* IP Address class A */
+		fixed_bit_num = IP_HEAD_BIT_NUM_A;
+		ip_head_mask = IP_HEAD_MASK_A;
+		rule_num = rule_count.a[depth_1];
+	} else if (ip_class == 1) { /* IP Address class B */
+		fixed_bit_num = IP_HEAD_BIT_NUM_B;
+		ip_head_mask = IP_HEAD_MASK_B;
+		rule_num = rule_count.b[depth_1];
+	} else { /* IP Address class C */
+		fixed_bit_num = IP_HEAD_BIT_NUM_C;
+		ip_head_mask = IP_HEAD_MASK_C;
+		rule_num = rule_count.c[depth_1];
+	}
+
+	class_depth = depth - fixed_bit_num;
+	range = 1 << class_depth;
+	mask = range - 1;
+	if (range <= rule_num)
+		step = 1;
+	else
+		step = round((double)range / rule_num);
+
+	start = lrand48() & mask;
+	ptr_rule = &large_route_table[num_route_entries];
+	for (k = 0; k < rule_num; k++) {
+		ptr_rule->ip = (start << (RTE_LPM_MAX_DEPTH - depth))
+			| ip_head_mask;
+		ptr_rule->depth = depth;
+		ptr_rule++;
+		start = (start + step) & mask;
+	}
+	num_route_entries += rule_num;
+}
+
+static void insert_rule_in_random_pos(uint32_t ip, uint8_t depth)
+{
+	uint32_t pos;
+	int try_count = 0;
+	struct route_rule tmp;
+
+	do {
+		pos = lrand48();
+		try_count++;
+	} while ((try_count < 10) && (pos > num_route_entries));
+
+	if ((pos > num_route_entries) || (pos >= MAX_RULE_NUM))
+		pos = num_route_entries >> 1;
+
+	tmp = large_route_table[pos];
+	large_route_table[pos].ip = ip;
+	large_route_table[pos].depth = depth;
+	if (num_route_entries < MAX_RULE_NUM)
+		large_route_table[num_route_entries++] = tmp;
+}
+
+static void generate_large_route_rule_table(void)
+{
+	uint32_t idx;
+	uint32_t ip_class;
+	uint8_t  depth;
+
+	memset(large_route_table, 0, sizeof(large_route_table));
+	init_rule_count();
+
+	idx = 0;
+	do {
+		depth = (rule_count.abc[idx] & 0xFF);
+		ip_class = rule_count.abc[idx] >> 8;
+
+		generate_random_rule_prefix(ip_class, depth);
+
+		rule_count.left--;
+		idx++;
+	} while (rule_count.left > 0);
+
+	insert_rule_in_random_pos(IPv4(0, 0, 0, 0), 8);
+	insert_rule_in_random_pos(IPv4(10, 2, 23, 147), 32);
+	insert_rule_in_random_pos(IPv4(192, 168, 100, 10), 24);
+	insert_rule_in_random_pos(IPv4(192, 168, 25, 100), 24);
+	insert_rule_in_random_pos(IPv4(192, 168, 129, 124), 32);
+}
+
 static void
 print_route_distribution(const struct route_rule *table, uint32_t n)
 {
@@ -85,8 +345,8 @@  test_lpm_perf(void)
 	struct rte_lpm *lpm = NULL;
 	struct rte_lpm_config config;
 
-	config.max_rules = 1000000;
-	config.number_tbl8s = 256;
+	config.max_rules = 2000000;
+	config.number_tbl8s = 2048;
 	config.flags = 0;
 	uint64_t begin, total_time, lpm_used_entries = 0;
 	unsigned i, j;
@@ -97,6 +357,8 @@  test_lpm_perf(void)
 
 	rte_srand(rte_rdtsc());
 
+	generate_large_route_rule_table();
+
 	printf("No. routes = %u\n", (unsigned) NUM_ROUTE_ENTRIES);
 
 	print_route_distribution(large_route_table, (uint32_t) NUM_ROUTE_ENTRIES);