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/* SPDX-License-Identifier: BSD-3-Clause
* Copyright(c) 2017 Intel Corporation
*/
#include "test.h"
#include <stdio.h>
#include <inttypes.h>
#include <rte_lcore.h>
#include <rte_cycles.h>
#include <rte_malloc.h>
#include <rte_random.h>
#include <rte_memcpy.h>
#include <rte_thash.h>
#include <math.h>
#ifdef RTE_EXEC_ENV_WINDOWS
static int
test_member_perf(void)
{
printf("member_perf not supported on Windows, skipping test\n");
return TEST_SKIPPED;
}
#else
#include <rte_member.h>
#define NUM_KEYSIZES RTE_DIM(hashtest_key_lens)
#define NUM_SHUFFLES 10
#define MAX_KEYSIZE 64
#define MAX_ENTRIES (1 << 19)
#define KEYS_TO_ADD (MAX_ENTRIES * 75 / 100) /* 75% table utilization */
#define NUM_LOOKUPS (KEYS_TO_ADD * 5) /* Loop among keys added, several times */
#define VBF_SET_CNT 16
#define BURST_SIZE 64
#define VBF_FALSE_RATE 0.03
/* for the heavy hitter detection */
#define SKETCH_LARGEST_KEY_SIZE (1<<15)
#define SKETCH_PKT_SIZE 16
#define TOP_K 100
#define SKETCH_ERROR_RATE 0.05
#define SKETCH_SAMPLE_RATE 0.001
#define NUM_ADDS (KEYS_TO_ADD * 20)
static unsigned int test_socket_id;
enum sstype {
HT = 0,
CACHE,
VBF,
SKETCH,
SKETCH_BOUNDED,
SKETCH_BYTE,
NUM_TYPE
};
enum operations {
ADD = 0,
LOOKUP,
LOOKUP_BULK,
LOOKUP_MULTI,
LOOKUP_MULTI_BULK,
DELETE,
LOOKUP_MISS,
NUM_OPERATIONS
};
struct member_perf_params {
struct rte_member_setsum *setsum[NUM_TYPE];
uint32_t key_size;
unsigned int cycle;
};
static uint32_t hashtest_key_lens[] = {
/* standard key sizes */
4, 8, 16, 32, 48, 64,
/* IPv4 SRC + DST + protocol, unpadded */
9,
/* IPv4 5-tuple, unpadded */
13,
/* IPv6 5-tuple, unpadded */
37,
/* IPv6 5-tuple, padded to 8-byte boundary */
40
};
/* Array to store number of cycles per operation */
static uint64_t cycles[NUM_TYPE][NUM_KEYSIZES][NUM_OPERATIONS];
static uint64_t false_data[NUM_TYPE][NUM_KEYSIZES];
static uint64_t false_data_bulk[NUM_TYPE][NUM_KEYSIZES];
static uint64_t false_data_multi[NUM_TYPE][NUM_KEYSIZES];
static uint64_t false_data_multi_bulk[NUM_TYPE][NUM_KEYSIZES];
static uint64_t false_hit[NUM_TYPE][NUM_KEYSIZES];
static member_set_t data[NUM_TYPE][/* Array to store the data */KEYS_TO_ADD];
/* Array to store all input keys */
static uint8_t keys[KEYS_TO_ADD][MAX_KEYSIZE];
static uint8_t hh_keys[KEYS_TO_ADD][MAX_KEYSIZE];
/* Shuffle the keys that have been added, so lookups will be totally random */
static void
shuffle_input_keys(struct member_perf_params *params)
{
member_set_t temp_data;
unsigned int i, j;
uint32_t swap_idx;
uint8_t temp_key[MAX_KEYSIZE];
for (i = KEYS_TO_ADD - 1; i > 0; i--) {
swap_idx = rte_rand() % i;
memcpy(temp_key, keys[i], hashtest_key_lens[params->cycle]);
memcpy(keys[i], keys[swap_idx],
hashtest_key_lens[params->cycle]);
memcpy(keys[swap_idx], temp_key,
hashtest_key_lens[params->cycle]);
for (j = 0; j < NUM_TYPE; j++) {
temp_data = data[j][i];
data[j][i] = data[j][swap_idx];
data[j][swap_idx] = temp_data;
}
}
}
static int key_compare(const void *key1, const void *key2)
{
return memcmp(key1, key2, MAX_KEYSIZE);
}
struct rte_member_parameters member_params = {
.num_keys = MAX_ENTRIES, /* Total hash table entries. */
.key_len = 4, /* Length of hash key. */
/* num_set and false_positive_rate only relevant to vBF */
.num_set = VBF_SET_CNT,
.false_positive_rate = 0.03,
.prim_hash_seed = 0,
.sec_hash_seed = 1,
.socket_id = 0, /* NUMA Socket ID for memory. */
};
static int
setup_keys_and_data(struct member_perf_params *params, unsigned int cycle,
int miss)
{
unsigned int i, j;
int num_duplicates;
int distinct_key = 0;
int count_down = SKETCH_LARGEST_KEY_SIZE;
uint32_t swap_idx;
uint8_t temp_key[MAX_KEYSIZE];
params->key_size = hashtest_key_lens[cycle];
params->cycle = cycle;
/* Reset all arrays */
for (i = 0; i < params->key_size; i++)
keys[0][i] = 0;
/* Generate a list of keys, some of which may be duplicates */
for (i = 0; i < KEYS_TO_ADD; i++) {
for (j = 0; j < params->key_size; j++)
keys[i][j] = rte_rand() & 0xFF;
data[HT][i] = data[CACHE][i] = (rte_rand() & 0x7FFE) + 1;
data[VBF][i] = rte_rand() % VBF_SET_CNT + 1;
}
/* Remove duplicates from the keys array */
do {
num_duplicates = 0;
/* Sort the list of keys to make it easier to find duplicates */
qsort(keys, KEYS_TO_ADD, MAX_KEYSIZE, key_compare);
/* Sift through the list of keys and look for duplicates */
for (i = 0; i < KEYS_TO_ADD - 1; i++) {
if (memcmp(keys[i], keys[i + 1],
params->key_size) == 0) {
/* This key already exists, try again */
num_duplicates++;
for (j = 0; j < params->key_size; j++)
keys[i][j] = rte_rand() & 0xFF;
}
}
} while (num_duplicates != 0);
/* Shuffle the random values again */
shuffle_input_keys(params);
for (i = 0; i < KEYS_TO_ADD; i++) {
if (count_down == 0) {
distinct_key++;
count_down = ceil((double)SKETCH_LARGEST_KEY_SIZE /
(distinct_key + 1));
}
memcpy(hh_keys[i], keys[distinct_key], params->key_size);
count_down--;
}
for (i = KEYS_TO_ADD - 1; i > 0; i--) {
swap_idx = rte_rand() % i;
memcpy(temp_key, hh_keys[i], params->key_size);
memcpy(hh_keys[i], hh_keys[swap_idx], params->key_size);
memcpy(hh_keys[swap_idx], temp_key, params->key_size);
}
/* For testing miss lookup, we insert half and lookup the other half */
unsigned int entry_cnt, bf_key_cnt;
if (!miss) {
entry_cnt = MAX_ENTRIES;
bf_key_cnt = KEYS_TO_ADD;
} else {
entry_cnt = MAX_ENTRIES / 2;
bf_key_cnt = KEYS_TO_ADD / 2;
}
member_params.false_positive_rate = VBF_FALSE_RATE;
member_params.key_len = params->key_size;
member_params.socket_id = test_socket_id;
member_params.num_keys = entry_cnt;
member_params.name = "test_member_ht";
member_params.is_cache = 0;
member_params.type = RTE_MEMBER_TYPE_HT;
params->setsum[HT] = rte_member_create(&member_params);
if (params->setsum[HT] == NULL)
fprintf(stderr, "ht create fail\n");
member_params.name = "test_member_cache";
member_params.is_cache = 1;
params->setsum[CACHE] = rte_member_create(&member_params);
if (params->setsum[CACHE] == NULL)
fprintf(stderr, "CACHE create fail\n");
member_params.name = "test_member_vbf";
member_params.type = RTE_MEMBER_TYPE_VBF;
member_params.num_keys = bf_key_cnt;
params->setsum[VBF] = rte_member_create(&member_params);
if (params->setsum[VBF] == NULL)
fprintf(stderr, "VBF create fail\n");
member_params.name = "test_member_sketch";
member_params.key_len = params->key_size;
member_params.type = RTE_MEMBER_TYPE_SKETCH;
member_params.error_rate = SKETCH_ERROR_RATE;
member_params.sample_rate = SKETCH_SAMPLE_RATE;
member_params.extra_flag = 0;
member_params.top_k = TOP_K;
member_params.prim_hash_seed = rte_rdtsc();
params->setsum[SKETCH] = rte_member_create(&member_params);
if (params->setsum[SKETCH] == NULL)
fprintf(stderr, "sketch create fail\n");
member_params.name = "test_member_sketch_bounded";
member_params.key_len = params->key_size;
member_params.type = RTE_MEMBER_TYPE_SKETCH;
member_params.error_rate = SKETCH_ERROR_RATE;
member_params.sample_rate = SKETCH_SAMPLE_RATE;
member_params.extra_flag |= RTE_MEMBER_SKETCH_ALWAYS_BOUNDED;
member_params.top_k = TOP_K;
member_params.prim_hash_seed = rte_rdtsc();
params->setsum[SKETCH_BOUNDED] = rte_member_create(&member_params);
if (params->setsum[SKETCH_BOUNDED] == NULL)
fprintf(stderr, "sketch create fail\n");
member_params.name = "test_member_sketch_byte";
member_params.key_len = params->key_size;
member_params.type = RTE_MEMBER_TYPE_SKETCH;
member_params.error_rate = SKETCH_ERROR_RATE;
member_params.sample_rate = SKETCH_SAMPLE_RATE;
member_params.extra_flag |= RTE_MEMBER_SKETCH_COUNT_BYTE;
member_params.top_k = TOP_K;
member_params.prim_hash_seed = rte_rdtsc();
params->setsum[SKETCH_BYTE] = rte_member_create(&member_params);
if (params->setsum[SKETCH_BYTE] == NULL)
fprintf(stderr, "sketch create fail\n");
for (i = 0; i < NUM_TYPE; i++) {
if (params->setsum[i] == NULL)
return -1;
}
return 0;
}
static int
timed_adds(struct member_perf_params *params, int type)
{
const uint64_t start_tsc = rte_rdtsc();
unsigned int i, a;
int32_t ret;
for (i = 0; i < KEYS_TO_ADD; i++) {
ret = rte_member_add(params->setsum[type], &keys[i],
data[type][i]);
if (ret < 0) {
printf("Error %d in rte_member_add - key=0x", ret);
for (a = 0; a < params->key_size; a++)
printf("%02x", keys[i][a]);
printf(" value=%d, type: %d\n", data[type][i], type);
return -1;
}
}
const uint64_t end_tsc = rte_rdtsc();
const uint64_t time_taken = end_tsc - start_tsc;
cycles[type][params->cycle][ADD] = time_taken / KEYS_TO_ADD;
return 0;
}
static int
timed_adds_sketch(struct member_perf_params *params, int type)
{
const uint64_t start_tsc = rte_rdtsc();
unsigned int i, j, a;
int32_t ret;
for (i = 0; i < NUM_ADDS / KEYS_TO_ADD; i++) {
for (j = 0; j < KEYS_TO_ADD; j++) {
if (type == SKETCH_BYTE)
ret = rte_member_add_byte_count(params->setsum[type],
&hh_keys[j], SKETCH_PKT_SIZE);
else
ret = rte_member_add(params->setsum[type], &hh_keys[j], 1);
if (ret < 0) {
printf("Error %d in rte_member_add - key=0x", ret);
for (a = 0; a < params->key_size; a++)
printf("%02x", hh_keys[j][a]);
printf("type: %d\n", type);
return -1;
}
}
}
const uint64_t end_tsc = rte_rdtsc();
const uint64_t time_taken = end_tsc - start_tsc;
cycles[type][params->cycle][ADD] = time_taken / NUM_ADDS;
return 0;
}
static int
timed_lookups(struct member_perf_params *params, int type)
{
unsigned int i, j;
false_data[type][params->cycle] = 0;
const uint64_t start_tsc = rte_rdtsc();
member_set_t result;
int ret;
for (i = 0; i < NUM_LOOKUPS / KEYS_TO_ADD; i++) {
for (j = 0; j < KEYS_TO_ADD; j++) {
ret = rte_member_lookup(params->setsum[type], &keys[j],
&result);
if (ret < 0) {
printf("lookup wrong internally");
return -1;
}
if (type == HT && result == RTE_MEMBER_NO_MATCH) {
printf("HT mode shouldn't have false negative");
return -1;
}
if (result != data[type][j])
false_data[type][params->cycle]++;
}
}
const uint64_t end_tsc = rte_rdtsc();
const uint64_t time_taken = end_tsc - start_tsc;
cycles[type][params->cycle][LOOKUP] = time_taken / NUM_LOOKUPS;
return 0;
}
static int
timed_lookups_sketch(struct member_perf_params *params, int type)
{
unsigned int i, j;
false_data[type][params->cycle] = 0;
const uint64_t start_tsc = rte_rdtsc();
member_set_t result;
int ret;
for (i = 0; i < NUM_LOOKUPS / KEYS_TO_ADD; i++) {
for (j = 0; j < KEYS_TO_ADD; j++) {
ret = rte_member_lookup(params->setsum[type], &hh_keys[j],
&result);
if (ret < 0) {
printf("lookup wrong internally");
return -1;
}
}
}
const uint64_t end_tsc = rte_rdtsc();
const uint64_t time_taken = end_tsc - start_tsc;
cycles[type][params->cycle][LOOKUP] = time_taken / NUM_LOOKUPS;
return 0;
}
static int
timed_lookups_bulk(struct member_perf_params *params, int type)
{
unsigned int i, j, k;
member_set_t result[BURST_SIZE] = {0};
const void *keys_burst[BURST_SIZE];
int ret;
false_data_bulk[type][params->cycle] = 0;
const uint64_t start_tsc = rte_rdtsc();
for (i = 0; i < NUM_LOOKUPS / KEYS_TO_ADD; i++) {
for (j = 0; j < KEYS_TO_ADD / BURST_SIZE; j++) {
for (k = 0; k < BURST_SIZE; k++)
keys_burst[k] = keys[j * BURST_SIZE + k];
ret = rte_member_lookup_bulk(params->setsum[type],
keys_burst,
BURST_SIZE,
result);
if (ret <= 0) {
printf("lookup bulk has wrong return value\n");
return -1;
}
for (k = 0; k < BURST_SIZE; k++) {
uint32_t data_idx = j * BURST_SIZE + k;
if (type == HT && result[k] ==
RTE_MEMBER_NO_MATCH) {
printf("HT mode shouldn't have "
"false negative");
return -1;
}
if (result[k] != data[type][data_idx])
false_data_bulk[type][params->cycle]++;
}
}
}
const uint64_t end_tsc = rte_rdtsc();
const uint64_t time_taken = end_tsc - start_tsc;
cycles[type][params->cycle][LOOKUP_BULK] = time_taken / NUM_LOOKUPS;
return 0;
}
static int
timed_lookups_multimatch(struct member_perf_params *params, int type)
{
unsigned int i, j;
member_set_t result[RTE_MEMBER_BUCKET_ENTRIES] = {0};
int ret;
false_data_multi[type][params->cycle] = 0;
const uint64_t start_tsc = rte_rdtsc();
for (i = 0; i < NUM_LOOKUPS / KEYS_TO_ADD; i++) {
for (j = 0; j < KEYS_TO_ADD; j++) {
ret = rte_member_lookup_multi(params->setsum[type],
&keys[j], RTE_MEMBER_BUCKET_ENTRIES, result);
if (type != CACHE && ret <= 0) {
printf("lookup multi has wrong return value %d,"
"type %d\n", ret, type);
}
if (type == HT && ret == 0) {
printf("HT mode shouldn't have false negative");
return -1;
}
/*
* For performance test purpose, we do not iterate all
* results here. We assume most likely each key can only
* find one match which is result[0].
*/
if (result[0] != data[type][j])
false_data_multi[type][params->cycle]++;
}
}
const uint64_t end_tsc = rte_rdtsc();
const uint64_t time_taken = end_tsc - start_tsc;
cycles[type][params->cycle][LOOKUP_MULTI] = time_taken / NUM_LOOKUPS;
return 0;
}
static int
timed_lookups_multimatch_bulk(struct member_perf_params *params, int type)
{
unsigned int i, j, k;
member_set_t result[BURST_SIZE][RTE_MEMBER_BUCKET_ENTRIES] = {{0} };
const void *keys_burst[BURST_SIZE];
uint32_t match_count[BURST_SIZE];
int ret;
false_data_multi_bulk[type][params->cycle] = 0;
const uint64_t start_tsc = rte_rdtsc();
for (i = 0; i < NUM_LOOKUPS / KEYS_TO_ADD; i++) {
for (j = 0; j < KEYS_TO_ADD / BURST_SIZE; j++) {
for (k = 0; k < BURST_SIZE; k++)
keys_burst[k] = keys[j * BURST_SIZE + k];
ret = rte_member_lookup_multi_bulk(
params->setsum[type],
keys_burst, BURST_SIZE,
RTE_MEMBER_BUCKET_ENTRIES, match_count,
(member_set_t *)result);
if (ret < 0) {
printf("lookup multimatch bulk has wrong return"
" value\n");
return -1;
}
for (k = 0; k < BURST_SIZE; k++) {
if (type != CACHE && match_count[k] == 0) {
printf("lookup multimatch bulk get "
"wrong match count\n");
return -1;
}
if (type == HT && match_count[k] == 0) {
printf("HT mode shouldn't have "
"false negative");
return -1;
}
uint32_t data_idx = j * BURST_SIZE + k;
if (result[k][0] != data[type][data_idx])
false_data_multi_bulk[type][params->cycle]++;
}
}
}
const uint64_t end_tsc = rte_rdtsc();
const uint64_t time_taken = end_tsc - start_tsc;
cycles[type][params->cycle][LOOKUP_MULTI_BULK] = time_taken /
NUM_LOOKUPS;
return 0;
}
static int
timed_deletes(struct member_perf_params *params, int type)
{
unsigned int i;
int32_t ret;
if (type == VBF)
return 0;
const uint64_t start_tsc = rte_rdtsc();
for (i = 0; i < KEYS_TO_ADD; i++) {
ret = rte_member_delete(params->setsum[type], &keys[i],
data[type][i]);
if (type != CACHE && ret < 0) {
printf("delete error\n");
return -1;
}
}
const uint64_t end_tsc = rte_rdtsc();
const uint64_t time_taken = end_tsc - start_tsc;
cycles[type][params->cycle][DELETE] = time_taken / KEYS_TO_ADD;
return 0;
}
static int
timed_miss_lookup(struct member_perf_params *params, int type)
{
unsigned int i, j;
int ret;
false_hit[type][params->cycle] = 0;
for (i = 0; i < KEYS_TO_ADD / 2; i++) {
ret = rte_member_add(params->setsum[type], &keys[i],
data[type][i]);
if (ret < 0) {
unsigned int a;
printf("Error %d in rte_member_add - key=0x", ret);
for (a = 0; a < params->key_size; a++)
printf("%02x", keys[i][a]);
printf(" value=%d, type: %d\n", data[type][i], type);
return -1;
}
}
const uint64_t start_tsc = rte_rdtsc();
member_set_t result;
for (i = 0; i < 2 * NUM_LOOKUPS / KEYS_TO_ADD; i++) {
for (j = KEYS_TO_ADD / 2; j < KEYS_TO_ADD; j++) {
ret = rte_member_lookup(params->setsum[type], &keys[j],
&result);
if (ret < 0) {
printf("lookup wrong internally");
return -1;
}
if (result != RTE_MEMBER_NO_MATCH)
false_hit[type][params->cycle]++;
}
}
const uint64_t end_tsc = rte_rdtsc();
const uint64_t time_taken = end_tsc - start_tsc;
cycles[type][params->cycle][LOOKUP_MISS] = time_taken / NUM_LOOKUPS;
return 0;
}
static void
perform_frees(struct member_perf_params *params)
{
int i;
for (i = 0; i < NUM_TYPE; i++) {
if (params->setsum[i] != NULL) {
rte_member_free(params->setsum[i]);
params->setsum[i] = NULL;
}
}
}
static int
exit_with_fail(const char *testname, struct member_perf_params *params,
unsigned int i, unsigned int j)
{
printf("<<<<<Test %s failed at keysize %d iteration %d type %d>>>>>\n",
testname, hashtest_key_lens[params->cycle], i, j);
perform_frees(params);
return -1;
}
static int
run_all_tbl_perf_tests(void)
{
unsigned int i, j, k;
struct member_perf_params params;
printf("Measuring performance, please wait\n");
fflush(stdout);
test_socket_id = rte_socket_id();
for (i = 0; i < NUM_KEYSIZES; i++) {
if (setup_keys_and_data(¶ms, i, 0) < 0) {
printf("Could not create keys/data/table\n");
return -1;
}
for (j = 0; j < SKETCH; j++) {
if (timed_adds(¶ms, j) < 0)
return exit_with_fail("timed_adds", ¶ms,
i, j);
for (k = 0; k < NUM_SHUFFLES; k++)
shuffle_input_keys(¶ms);
if (timed_lookups(¶ms, j) < 0)
return exit_with_fail("timed_lookups", ¶ms,
i, j);
if (timed_lookups_bulk(¶ms, j) < 0)
return exit_with_fail("timed_lookups_bulk",
¶ms, i, j);
if (timed_lookups_multimatch(¶ms, j) < 0)
return exit_with_fail("timed_lookups_multi",
¶ms, i, j);
if (timed_lookups_multimatch_bulk(¶ms, j) < 0)
return exit_with_fail("timed_lookups_multi_bulk",
¶ms, i, j);
if (timed_deletes(¶ms, j) < 0)
return exit_with_fail("timed_deletes", ¶ms,
i, j);
/* Print a dot to show progress on operations */
}
for (j = SKETCH; j < NUM_TYPE; j++) {
if (timed_adds_sketch(¶ms, j) < 0)
return exit_with_fail
("timed_adds_sketch", ¶ms, i, j);
if (timed_lookups_sketch(¶ms, j) < 0)
return exit_with_fail
("timed_lookups_sketch", ¶ms, i, j);
}
printf(".");
fflush(stdout);
perform_frees(¶ms);
}
/* Test false positive rate using un-inserted keys */
for (i = 0; i < NUM_KEYSIZES; i++) {
if (setup_keys_and_data(¶ms, i, 1) < 0) {
printf("Could not create keys/data/table\n");
return -1;
}
for (j = 0; j < SKETCH; j++) {
if (timed_miss_lookup(¶ms, j) < 0)
return exit_with_fail("timed_miss_lookup",
¶ms, i, j);
}
perform_frees(¶ms);
}
printf("\nResults (in CPU cycles/operation)\n");
printf("-----------------------------------\n");
printf("\n%-18s%-18s%-18s%-18s%-18s%-18s%-18s%-18s%-18s\n",
"Keysize", "type", "Add", "Lookup", "Lookup_bulk",
"lookup_multi", "lookup_multi_bulk", "Delete",
"miss_lookup");
for (i = 0; i < NUM_KEYSIZES; i++) {
for (j = 0; j < NUM_TYPE; j++) {
printf("%-18d", hashtest_key_lens[i]);
printf("%-18d", j);
for (k = 0; k < NUM_OPERATIONS; k++)
printf("%-18"PRIu64, cycles[j][i][k]);
printf("\n");
}
}
printf("\nFalse results rate (and false positive rate)\n");
printf("-----------------------------------\n");
printf("\n%-18s%-18s%-18s%-18s%-18s%-18s%-18s\n",
"Keysize", "type", "fr_single", "fr_bulk", "fr_multi",
"fr_multi_bulk", "false_positive_rate");
/* Key size not influence False rate so just print out one key size */
for (i = 0; i < 1; i++) {
for (j = 0; j < SKETCH; j++) {
printf("%-18d", hashtest_key_lens[i]);
printf("%-18d", j);
printf("%-18f", (float)false_data[j][i] / NUM_LOOKUPS);
printf("%-18f", (float)false_data_bulk[j][i] /
NUM_LOOKUPS);
printf("%-18f", (float)false_data_multi[j][i] /
NUM_LOOKUPS);
printf("%-18f", (float)false_data_multi_bulk[j][i] /
NUM_LOOKUPS);
printf("%-18f", (float)false_hit[j][i] /
NUM_LOOKUPS);
printf("\n");
}
}
return 0;
}
static int
test_member_perf(void)
{
if (run_all_tbl_perf_tests() < 0)
return -1;
return 0;
}
#endif /* !RTE_EXEC_ENV_WINDOWS */
REGISTER_PERF_TEST(member_perf_autotest, test_member_perf);
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