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Merge pull request #6797 from taosdata/compress_float 

Compress float
This commit is contained in:
Hongze Cheng 2021-07-22 10:26:47 +08:00 committed by GitHub
parent 87918caaa4 69c6748f00
commit 4fc364a176
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
16 changed files with 1166 additions and 34 deletions
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3
.gitmodules vendored
View File

@ -13,3 +13,6 @@
[submodule "deps/jemalloc"]
path = deps/jemalloc
url = https://github.com/jemalloc/jemalloc
[submodule "deps/TSZ"]
path = deps/TSZ
url = https://github.com/taosdata/TSZ.git

9
cmake/input.inc
View File

@ -91,3 +91,12 @@ SET(TD_MEMORY_SANITIZER FALSE)
IF (${MEMORY_SANITIZER} MATCHES "true")
SET(TD_MEMORY_SANITIZER TRUE)
ENDIF ()
IF (${TSZ_ENABLED} MATCHES "true")
# define add
MESSAGE(STATUS "build with TSZ enabled")
ADD_DEFINITIONS(-DTD_TSZ)
set(VAR_TSZ "TSZ" CACHE INTERNAL "global variant tsz" )
ELSE()
set(VAR_TSZ "" CACHE INTERNAL "global variant empty" )
ENDIF()

5
deps/CMakeLists.txt vendored
View File

@ -15,7 +15,6 @@ ADD_SUBDIRECTORY(cJson)
ADD_SUBDIRECTORY(wepoll)
ADD_SUBDIRECTORY(MsvcLibX)
ADD_SUBDIRECTORY(rmonotonic)
ADD_SUBDIRECTORY(lua)
IF (TD_LINUX AND TD_MQTT)
@ -38,3 +37,7 @@ IF (TD_LINUX_64 AND JEMALLOC_ENABLED)
BUILD_COMMAND ${MAKE}
)
ENDIF ()
IF (${TSZ_ENABLED} MATCHES "true")
ADD_SUBDIRECTORY(TSZ)
ENDIF()

1
deps/TSZ vendored Submodule

@ -0,0 +1 @@
Subproject commit 0ca5b15a8eac40327dd737be52c926fa5675712c

2
src/client/CMakeLists.txt
View File

@ -11,7 +11,7 @@ IF (TD_LINUX)
# set the static lib name
ADD_LIBRARY(taos_static STATIC ${SRC})
TARGET_LINK_LIBRARIES(taos_static common query trpc tutil pthread m rt)
TARGET_LINK_LIBRARIES(taos_static common query trpc tutil pthread m rt ${VAR_TSZ})
SET_TARGET_PROPERTIES(taos_static PROPERTIES OUTPUT_NAME "taos_static")
SET_TARGET_PROPERTIES(taos_static PROPERTIES CLEAN_DIRECT_OUTPUT 1)

10
src/common/inc/tglobal.h
View File

@ -205,6 +205,16 @@ extern int32_t wDebugFlag;
extern int32_t cqDebugFlag;
extern int32_t debugFlag;
#ifdef TD_TSZ
// lossy
extern char lossyColumns[];
extern double fPrecision;
extern double dPrecision;
extern uint32_t maxIntervals;
extern uint32_t intervals;
extern char Compressor[];
#endif
typedef struct {
char dir[TSDB_FILENAME_LEN];
int level;

69
src/common/src/tglobal.c
View File

@ -244,6 +244,19 @@ int32_t tsdbDebugFlag = 131;
int32_t cqDebugFlag = 131;
int32_t fsDebugFlag = 135;
#ifdef TD_TSZ
//
// lossy compress 6
//
char lossyColumns[32] = ""; // "float|double" means all float and double columns can be lossy compressed. set empty can close lossy compress.
// below option can take effect when tsLossyColumns not empty
double fPrecision = 1E-8; // float column precision
double dPrecision = 1E-16; // double column precision
uint32_t maxIntervals = 500; // max intervals
uint32_t intervals = 100; // intervals
char Compressor[32] = "ZSTD_COMPRESSOR"; // ZSTD_COMPRESSOR or GZIP_COMPRESSOR
#endif
int32_t (*monStartSystemFp)() = NULL;
void (*monStopSystemFp)() = NULL;
void (*monExecuteSQLFp)(char *sql) = NULL;
@ -1517,6 +1530,62 @@ static void doInitGlobalConfig(void) {
cfg.ptrLength = tListLen(tsTempDir);
cfg.unitType = TAOS_CFG_UTYPE_NONE;
taosInitConfigOption(cfg);
#ifdef TD_TSZ
// lossy compress
cfg.option = "lossyColumns";
cfg.ptr = lossyColumns;
cfg.valType = TAOS_CFG_VTYPE_STRING;
cfg.cfgType = TSDB_CFG_CTYPE_B_CONFIG;
cfg.minValue = 0;
cfg.maxValue = 0;
cfg.ptrLength = tListLen(lossyColumns);
cfg.unitType = TAOS_CFG_UTYPE_NONE;
taosInitConfigOption(cfg);
cfg.option = "fPrecision";
cfg.ptr = &fPrecision;
cfg.valType = TAOS_CFG_VTYPE_DOUBLE;
cfg.cfgType = TSDB_CFG_CTYPE_B_CONFIG;
cfg.minValue = MIN_FLOAT;
cfg.maxValue = MAX_FLOAT;
cfg.ptrLength = 0;
cfg.unitType = TAOS_CFG_UTYPE_NONE;
taosInitConfigOption(cfg);
cfg.option = "dPrecision";
cfg.ptr = &dPrecision;
cfg.valType = TAOS_CFG_VTYPE_DOUBLE;
cfg.cfgType = TSDB_CFG_CTYPE_B_CONFIG;
cfg.minValue = MIN_FLOAT;
cfg.maxValue = MAX_FLOAT;
cfg.ptrLength = 0;
cfg.unitType = TAOS_CFG_UTYPE_NONE;
taosInitConfigOption(cfg);
cfg.option = "maxIntervals";
cfg.ptr = &maxIntervals;
cfg.valType = TAOS_CFG_VTYPE_INT32;
cfg.cfgType = TSDB_CFG_CTYPE_B_CONFIG;
cfg.minValue = 0;
cfg.maxValue = 65536;
cfg.ptrLength = 0;
cfg.unitType = TAOS_CFG_UTYPE_NONE;
taosInitConfigOption(cfg);
cfg.option = "intervals";
cfg.ptr = &intervals;
cfg.valType = TAOS_CFG_VTYPE_INT32;
cfg.cfgType = TSDB_CFG_CTYPE_B_CONFIG;
cfg.minValue = 0;
cfg.maxValue = 65536;
cfg.ptrLength = 0;
cfg.unitType = TAOS_CFG_UTYPE_NONE;
taosInitConfigOption(cfg);
#endif
}
void taosInitGlobalCfg() {

17
src/dnode/src/dnodeMain.c
View File

@ -42,6 +42,7 @@
#include "module.h"
#include "qScript.h"
#include "mnode.h"
#include "tscompression.h"
#if !defined(_MODULE) || !defined(_TD_LINUX)
int32_t moduleStart() { return 0; }
@ -236,6 +237,12 @@ static void dnodeCheckDataDirOpenned(char *dir) {
}
static int32_t dnodeInitStorage() {
#ifdef TD_TSZ
// compress module init
tsCompressInit();
#endif
// storage module init
if (tsDiskCfgNum == 1 && dnodeCreateDir(tsDataDir) < 0) {
dError("failed to create dir: %s, reason: %s", tsDataDir, strerror(errno));
return -1;
@ -311,7 +318,15 @@ static int32_t dnodeInitStorage() {
return 0;
}
static void dnodeCleanupStorage() { tfsDestroy(); }
static void dnodeCleanupStorage() {
// storage destroy
tfsDestroy();
#ifdef TD_TSZ
// compress destroy
tsCompressExit();
#endif
}
bool dnodeIsFirstDeploy() {
return strcmp(tsFirst, tsLocalEp) == 0;

1
src/kit/CMakeLists.txt
View File

@ -4,3 +4,4 @@ PROJECT(TDengine)
ADD_SUBDIRECTORY(shell)
ADD_SUBDIRECTORY(taosdemo)
ADD_SUBDIRECTORY(taosdump)
ADD_SUBDIRECTORY(taospack)

21
src/kit/taospack/CMakeLists.txt Normal file
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@ -0,0 +1,21 @@
CMAKE_MINIMUM_REQUIRED(VERSION 2.8)
PROJECT(TDengine)
INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/src/util/inc)
INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/src/os/inc)
INCLUDE_DIRECTORIES(inc)
IF (TD_LINUX)
AUX_SOURCE_DIRECTORY(. SRC)
ADD_EXECUTABLE(taospack ${SRC})
TARGET_LINK_LIBRARIES(taospack os tutil tsdb ${VAR_TSZ})
ELSEIF (TD_WINDOWS)
AUX_SOURCE_DIRECTORY(. SRC)
ADD_EXECUTABLE(taospack ${SRC})
TARGET_LINK_LIBRARIES(taospack)
ELSEIF (TD_DARWIN)
# MAC
AUX_SOURCE_DIRECTORY(. SRC)
ADD_EXECUTABLE(taospack ${SRC})
TARGET_LINK_LIBRARIES(taospack os tutil tsdb)
ENDIF ()

766
src/kit/taospack/taospack.c Normal file
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@ -0,0 +1,766 @@
/*
* Copyright (c) 2019 TAOS Data, Inc. <jhtao@taosdata.com>
*
* This program is free software: you can use, redistribute, and/or modify
* it under the terms of the GNU Affero General Public License, version 3
* or later ("AGPL"), as published by the Free Software Foundation.
*
* This program is distributed in the hope that it will be useful, but WITHOUT
* ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
* FITNESS FOR A PARTICULAR PURPOSE.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*/
#include <stdio.h>
#include <stdlib.h>
#if defined(WINDOWS)
int main(int argc, char *argv[]) {
printf("welcome to use taospack tools v1.3 for windows.\n");
}
#elif !defined(TD_TSZ)
int main(int argc, char *argv[]) {
printf(" welcome taospack. \n You not open TSZ , please define TD_TSZ to open TSZ algo.\n");
}
#else
#include "os.h"
#include "tscompression.h"
#include "tdataformat.h"
// ------- define -----------
#define FT_CNT 8
// ------- function declare --------
void cost_start();
double cost_end(const char* tag);
int notsame_cnt = 0;
// ------- global declare -----------
float g_ft1[ ] = {\
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};
double g_de1[ ] = {\
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};
/*
struct timeval startTime;
struct timeval endTime;
struct timeval costStart;
double totalCost = 0;
void cost_start()
{
totalCost = 0;
gettimeofday(&costStart, NULL);
}
double cost_end(const char* tag)
{
double elapsed;
struct timeval costEnd;
gettimeofday(&costEnd, NULL);
elapsed = ((costEnd.tv_sec*1000000+costEnd.tv_usec)-(costStart.tv_sec*1000000+costStart.tv_usec))/1000000.0;
totalCost += elapsed;
double use_ms = totalCost*1000;
printf(" timecost %s : %.3f ms\n", tag, use_ms);
return use_ms;
}
*/
float toFloat(char* buf){
return (float)atoll(buf);
}
//
// read float
//
float* read_float(const char* inFile, int* pcount){
// check valid
if(inFile == NULL || inFile[0] == 0 ){
printf(" inFile is NULL or EMPTY.\n");
return NULL;
}
// read in file
FILE* pfin = fopen(inFile, "r");
if(pfin == NULL){
printf(" open IN file %s error. errno=%d\n", inFile, errno);
return false;
}
// read one line from infile and write to outfile
char buf[256]={0};
int malloc_cnt = 100000;
float* floats = malloc(malloc_cnt*sizeof(float));
int fi = 0;
while(fgets(buf, sizeof(buf), pfin) != NULL) {
// get item
if(buf[0] == 0 || strcmp(buf, " ") == 0)
continue;
floats[fi] = atof(buf);
//printf(" buff=%s float=%.50f \n ", buf, floats[fi]);
if ( ++fi == malloc_cnt ) {
malloc_cnt += 100000;
floats = realloc(floats, malloc_cnt*sizeof(float));
}
memset(buf, 0, sizeof(buf));
}
// close
fclose(pfin);
if(pcount)
*pcount = fi;
return floats;
}
float check_same(float* ft1, float* ft2, int count){
int same_cnt =0;
for(int i=0; i< count; i++){
if(ft1[i] == ft2[i]){
same_cnt ++;
}
if(i < 5){
printf(" i=%d ft1=%.40f diff=%.40f \n", i, ft1[i], ft1[i] - ft2[i]);
printf(" i=%d ft2=%.40f \n", i, ft2[i]);
}
}
float same_rate = same_cnt*100/count;
printf(" all count=%d same=%d same rate=%.0f%% \n", count, same_cnt, same_rate);
return same_rate;
}
double check_same_double(double* ft1, double* ft2, int count){
int same_cnt =0;
for(int i=0; i< count; i++){
if(ft1[i] == ft2[i]){
same_cnt ++;
}
if(i < 5){
printf(" i=%d ft1=%.40f diff=%.40f \n", i, ft1[i], ft1[i] - ft2[i]);
printf(" i=%d ft2=%.40f \n", i, ft2[i]);
}
}
double same_rate = same_cnt*100/count;
printf(" all count=%d same=%d same rate=%.0f%% \n", count, same_cnt, same_rate);
return same_rate;
}
//
// test compress and decompress
//
bool DoDouble(double* doubles, int cnt, int algorithm) {
// compress
const char* input = (const char*)doubles;
int input_len = cnt * sizeof(double);
char* output = (char*) malloc(input_len);
int output_len = input_len;
char* buff = (char*) malloc(input_len);
int buff_len = input_len;
cost_start();
int ret_len = 0;
if(algorithm == 2)
ret_len = tsCompressDouble(input, input_len, cnt, output, output_len, algorithm, buff, buff_len);
else
ret_len = tsCompressDoubleLossy(input, input_len, cnt, output, output_len, algorithm, buff, buff_len);
if(ret_len == -1) {
printf(" compress error.\n");
return 0;
}
double use_ms1 = cost_end("compress");
printf(" compress len=%d input len=%d\n", ret_len, input_len);
double rate=100*(double)ret_len/(double)input_len;
printf(" compress rate=%.1f an-rate=%.4f%%\n", (double)input_len/(double)ret_len, rate);
//
// decompress
//
double* ft2 = (double*)malloc(input_len);
cost_start();
int code = 0;
if(algorithm == 2)
code = tsDecompressDouble(output, ret_len, cnt, (char*)ft2, input_len, algorithm, buff, buff_len);
else
code = tsDecompressDoubleLossy(output, ret_len, cnt, (char*)ft2, input_len, algorithm, buff, buff_len);
double use_ms2 = cost_end("Decompress");
printf(" Decompress return length=%d \n", code);
// compare same
double same_rate = check_same_double(doubles, ft2, cnt);
printf("\n ------------------ count:%d <%s> ---------------- \n", cnt, algorithm == 2?"TD":"SZ");
printf(" Compress Rate ......... [%.2f%%] \n", rate);
double speed1 = (cnt*sizeof(double)*1000/1024/1024)/use_ms1;
printf(" Compress Time ......... [%.4fms] speed=%.1f MB/s\n", use_ms1, speed1);
double speed2 = (cnt*sizeof(double)*1000/1024/1024)/use_ms2;
printf(" Decompress Time........ [%.4fms] speed=%.1f MB/s\n", use_ms2, speed2);
printf(" Same Rate ............. [%.0f%%] \n\n", same_rate);
// free
free(ft2);
free(buff);
free(output);
return true;
}
bool DoFloat(float* floats, int cnt, int algorithm, bool lossy) {
// compress
const char* input = (const char*)floats;
int input_len = cnt * sizeof(float);
char* output = (char*) malloc(input_len);
int output_len = input_len;
char* buff = (char*) malloc(input_len);
int buff_len = input_len;
cost_start();
int ret_len = 0;
ret_len = tsCompressFloat(input, input_len, cnt, output, output_len, algorithm, buff, buff_len);
if(ret_len == -1) {
printf(" compress error.\n");
return 0;
}
double use_ms1 = cost_end("compress");
printf(" compress len=%d input len=%d\n", ret_len, input_len);
float rate=100*(float)ret_len/(float)input_len;
printf(" compress rate=%.1f an-rate=%.4f%%\n", (float)input_len/(float)ret_len, rate);
//
// decompress
//
float* ft2 = (float*)malloc(input_len);
cost_start();
int code = 0;
code = tsDecompressFloat(output, ret_len, cnt, (char*)ft2, input_len, algorithm, buff, buff_len);
double use_ms2 = cost_end("Decompress");
printf(" Decompress return length=%d \n", code);
// compare same
float same_rate = check_same(floats, ft2, cnt);
printf("\n ------------------ count:%d <%s> ---------------- \n", cnt, lossy?"SZ":"TD");
printf(" Compress Rate ......... [%.2f%%] \n", rate);
double speed1 = (cnt*sizeof(float)*1000/1024/1024)/use_ms1;
printf(" Compress Time ......... [%.4fms] speed=%.1f MB/s\n", use_ms1, speed1);
double speed2 = (cnt*sizeof(float)*1000/1024/1024)/use_ms2;
printf(" Decompress Time........ [%.4fms] speed=%.1f MB/s\n", use_ms2, speed2);
printf(" Same Rate ............. [%.0f%%] \n\n", same_rate);
// free
free(ft2);
free(buff);
free(output);
return true;
}
bool testFile(const char* inFile, char algorithm, bool lossy){
// check valid
if(inFile == NULL || inFile[0] == 0 ){
printf(" inFile is NULL or EMPTY.\n");
return false;
}
int cnt = 0;
float* floats = read_float(inFile, &cnt);
if(floats == NULL) {
return false;
}
DoFloat(floats, cnt, algorithm, lossy);
free(floats);
return true;
}
//
// txt to binary file
//
#define BUFF_CNT 256
bool txt_to_bin(const char* inFile, const char* outFile){
// check valid
if(inFile == NULL || outFile == NULL || inFile[0] == 0 || outFile[0] == 0){
printf(" inFile or outFile is NULL or EMPTY.\n");
return false;
}
printf(" infile=%s \n", inFile);
printf(" outfile=%s \n", outFile);
// read in file
FILE* pfin = fopen(inFile, "r");
if(pfin == NULL){
printf(" open IN file %s error. errno=%d\n", inFile, errno);
return false;
}
// create out file
FILE* pfout = fopen(outFile, "w+");
if(pfout == NULL){
printf(" open OUT file %s error. errno=%d\n", outFile, errno);
fclose(pfin);
return false;
}
// read one line from infile and write to outfile
char buf[256]={0};
float fbuf[BUFF_CNT] = {0};
int fi = 0;
int count = 0;
while(fgets(buf, sizeof(buf), pfin) != NULL) {
// get item
fbuf[fi] = toFloat(buf);
if ( ++fi == BUFF_CNT ) {
// write
if(fwrite(fbuf, sizeof(float), BUFF_CNT, pfout) == 0) {
printf(" write to file %s error , code=%d . app exit.\n", outFile, errno);
exit(1);
}
fi = 0;
}
count ++;
memset(buf, 0, sizeof(buf));
}
// write retain
if( fi > 0){
if(fwrite(fbuf, sizeof(float), fi, pfout) == 0) {
printf(" write to file %s error , code=%d . app exit.\n", outFile, errno);
exit(1);
}
}
// close
fclose(pfin);
fclose(pfout);
// total
printf(" count=%d write bytes=%d \n", count, (int)(count*sizeof(float)));
return true;
}
int memTestDouble() {
// douelbe
const char* input = (const char*) g_de1;
double* de1 = g_de1;
int input_len = sizeof(g_de1);
int cnt = input_len/sizeof(double);
printf(" input input_len=%d count=%d \n", input_len, cnt);
char* output = (char*) malloc(input_len);
int output_len = input_len;
char buff[1024] ={0};
int buff_len = sizeof(buff);
cost_start();
int ret_len = tsCompressDoubleLossy(input, input_len, cnt, output, output_len, ONE_STAGE_COMP, buff, buff_len);
if(ret_len == -1) {
printf(" compress error.\n");
return 0;
}
cost_end(" tscompress");
printf(" compress return len=%d input len=%d\n", ret_len, input_len);
printf(" compress rate=%.1f an-rate=%.0f%%\n", (float)input_len/(float)ret_len, 100*(float)ret_len/(float)input_len);
//
// decompress
//
double* de2 = (double*)malloc(input_len);
cost_start();
int code = tsDecompressDoubleLossy(output, ret_len, cnt, (char*)de2, input_len, ONE_STAGE_COMP, buff, buff_len);
cost_end("tsde-compress double");
printf(" de-compress return code=%d \n", code);
//
// show
//
int same_cnt = 0;
int diffshow_cnt = 0;
for(int i=0; i< cnt; i++){
if(i < 10)
printf(" i=%d de1=%.20f de2=%.20f same=%d\n", i, de1[i], de2[i], de1[i] == de2[i]);
if(de1[i] == de2[i])
same_cnt ++;
else {
notsame_cnt++;
if(i >= 10 && ++diffshow_cnt < 50){
printf(" i=%d de1=%.20f de2=%.20f diff\n", i, de1[i], de2[i]);
}
}
}
printf(" ---- result doulbe : same =%d cnt=%d rate:%d%% global not same=%d---- \n", same_cnt, cnt, same_cnt*100/cnt, notsame_cnt);
free(output);
free(de2);
return 1;
}
int memTest() {
//
//float ft1[] = {1.2, 2.4, 3.33, 4.444, 5.555, 6.6666, 7.7777, 8.88888,1.2, 2.4, 3.33, 4.444, 5.555, 6.6666, 7.7777, 8.88888,1.2, 2.4, 3.33, 4.444, 5.555, 6.6666, 7.7777, 8.88888};
//
float* ft1 = g_ft1;
const char* input = (const char*) ft1;
int input_len = sizeof(g_ft1);
int cnt = input_len/sizeof(float);
printf(" input input_len=%d count=%d \n", input_len, cnt);
char* output = (char*) malloc(input_len);
int output_len = input_len;
char buff[1024] ={0};
int buff_len = sizeof(buff);
cost_start();
int ret_len = tsCompressFloatLossy(input, input_len, cnt, output, output_len, ONE_STAGE_COMP, buff, buff_len);
if(ret_len == -1) {
printf(" compress error.\n");
return 0;
}
cost_end(" tscompress");
printf(" compress return len=%d input len=%d\n", ret_len, input_len);
printf(" compress sz rate=%.1f an-rate=%.2f%%\n", (float)input_len/(float)ret_len, 100*(float)ret_len/(float)input_len);
//
// decompress
//
float* ft2 = (float*)malloc(input_len);
cost_start();
int code = tsDecompressFloatLossy(output, ret_len, cnt, (char*)ft2, input_len, ONE_STAGE_COMP, buff, buff_len);
cost_end("tsde-compress");
printf(" de-compress return code=%d \n", code);
//
// show
//
int same_cnt = 0;
int diffshow_cnt = 0;
for(int i=0; i< cnt; i++){
if(i < 10)
printf(" i=%d ft1=%.20f ft2=%.20f same=%d\n", i, ft1[i], ft2[i], ft1[i] == ft2[i]);
if(ft1[i] == ft2[i])
same_cnt ++;
else {
notsame_cnt++;
if(i >= 10 && ++diffshow_cnt < 50){
printf(" i=%d ft1=%.20f ft2=%.20f diff\n", i, ft1[i], ft2[i]);
}
}
}
printf(" ---- result : same =%d cnt=%d rate:%d%% global not same=%d---- \n", same_cnt, cnt, same_cnt*100/cnt, notsame_cnt);
free(output);
free(ft2);
return 1;
}
void* memTestThread(void* lparam) {
//memTest();
printf(" enter thread ....\n");
for(int i=0; i<1; i++)
{
memTest();
printf(" start i=%d .... \n", i);
}
return NULL;
}
void test_threadsafe(int thread_count){
printf(" test thread safe . thread count=%d \n", thread_count);
pthread_t handle[1000000];
int i=0;
for(i=0; i< thread_count; i++){
printf(" create thread %d... \n", i);
pthread_attr_t attr;
pthread_attr_init(&attr);
pthread_create(&handle[i], &attr, memTestThread, NULL);
pthread_attr_destroy(&attr);
}
for(i=0; i< thread_count; i++)
{
pthread_join(handle[i], NULL);
}
printf(" test thread safe end. not same count=%d\n", notsame_cnt);
}
void* memTestThreadDouble(void* lparam) {
//memTest();
printf(" enter thread ....\n");
for(int i=0; i< 1; i++)
{
memTest();
printf(" double start i=%d .... \n", i);
}
return NULL;
}
void test_threadsafe_double(int thread_count){
printf(" test thread safe . thread count=%d \n", thread_count);
pthread_t handle[1000000];
int i=0;
for(i=0; i< thread_count; i++){
printf(" create thread %d... \n", i);
pthread_attr_t attr;
pthread_attr_init(&attr);
pthread_create(&handle[i], &attr, memTestThreadDouble, NULL);
pthread_attr_destroy(&attr);
}
for(i=0; i< thread_count; i++)
{
pthread_join(handle[i], NULL);
}
printf("\n ---- double test thread safe end. not same count=%d-----\n", notsame_cnt);
}
void unitTestFloat() {
float ft1 [] = {1.11, 2.22, 3.333};
int cnt = sizeof(ft1)/sizeof(float);
float* floats = ft1;
int algorithm = 2;
// compress
const char* input = (const char*)floats;
int input_len = cnt * sizeof(float);
int output_len = input_len + 1024;
char* output = (char*) malloc(output_len);
char* buff = (char*) malloc(input_len);
int buff_len = input_len;
printf(" ft1 have count=%d \n", cnt);
strcpy(output, "abcde");
cost_start();
int ret_len = 0;
ret_len = tsCompressFloatLossy(input, input_len, cnt, output, output_len, algorithm, buff, buff_len);
if(ret_len == 0) {
printf(" compress error.\n");
return ;
}
double use_ms1 = cost_end("compress");
printf(" compress len=%d input len=%d\n", ret_len, input_len);
float rate=100*(float)ret_len/(float)input_len;
printf(" compress rate=%.1f an-rate=%.4f%%\n", (float)input_len/(float)ret_len, rate);
//
// decompress
//
float* ft2 = (float*)malloc(input_len);
cost_start();
int code = 0;
code = tsDecompressFloatLossy(output, ret_len, cnt, (char*)ft2, input_len, algorithm, buff, buff_len);
double use_ms2 = cost_end("Decompress");
printf(" Decompress return length=%d \n", code);
// compare same
float same_rate = check_same(floats, ft2, cnt);
printf("\n ------------------ count:%d TD <SZ> ---------------- \n", cnt);
printf(" Compress Rate ......... [%.0f%%] \n", rate);
double speed1 = (cnt*sizeof(float)*1000/1024/1024)/use_ms1;
printf(" Compress Time ......... [%.4fms] speed=%.1f MB/s\n", use_ms1, speed1);
double speed2 = (cnt*sizeof(float)*1000/1024/1024)/use_ms2;
printf(" Decompress Time........ [%.4fms] speed=%.1f MB/s\n", use_ms2, speed2);
printf(" Same Rate ............. [%.0f%%] \n\n", same_rate);
// free
free(ft2);
free(buff);
free(output);
}
#define DB_CNT 500
void test_same_double(int algo){
double ori = 3.1415926;
double doubles [DB_CNT];
for(int i=0; i< DB_CNT; i++){
doubles[i] = ori;
}
DoDouble(doubles, DB_CNT, algo);
}
#ifdef TD_TSZ
extern char lossyColumns [];
extern bool lossyDouble;
extern bool lossyFloat;
extern double fPrecision;
extern char Compressor [];
#endif
//
// ----------------- main ----------------------
//
int main(int argc, char *argv[]) {
printf("welcome to use taospack tools v1.3\n");
//printf(" sizeof(int)=%d\n", (int)sizeof(int));
//printf(" sizeof(long)=%d\n", (int)sizeof(long));
//printf(" sizeof(short)=%d\n",(int)sizeof(short));
strcpy(lossyColumns, "float|double");
bool lossy = true;
//fPrecision = 1E-5;
//strcpy(Compressor, "GZIP_COMPRESSOR");
tsCompressInit();
lossyFloat = lossyDouble = true;
printf(" fPrecision=%.15f\n",fPrecision);
//
//tsCompressExit();
//return 1;
//printf(" SZ_SIZE_TYPE=%d", )
if(argc == 3){
char algo = 0;
// t
if(strcmp(argv[1], "-tone") == 0 || strcmp(argv[1], "-t") == 0 ) {
algo = ONE_STAGE_COMP;
lossyFloat = lossyDouble = true;
}
if(strcmp(argv[1], "-tw") == 0) {
algo = TWO_STAGE_COMP;
lossy = false;
lossyFloat = lossyDouble = false;
}
if(strcmp(argv[1], "-sf") == 0) {
test_threadsafe(atoi(argv[2]));
return 0;
}
if(strcmp(argv[1], "-sd") == 0) {
test_threadsafe_double(atoi(argv[2]));
return 0;
}
if(strcmp(argv[1], "-samed") == 0) {
test_same_double(atoi(argv[2]));
return 0;
}
if(algo == 0){
printf(" no param -tone -tw \n");
return 0;
}
bool ret = testFile(argv[2], algo, lossy);
printf(" test file %s. \n", ret ? "ok" : "err");
return 1;
} else if( argc == 2) {
if(strcmp(argv[1], "-mem") == 0) {
memTest();
}
}
else{
unitTestFloat();
}
tsCompressExit();
return 0;
}
#endif

8
src/util/CMakeLists.txt
View File

@ -4,10 +4,14 @@ PROJECT(TDengine)
INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/src/rpc/inc)
INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/src/sync/inc)
INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/rmonotonic/inc)
INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/TSZ/sz/include)
AUX_SOURCE_DIRECTORY(src SRC)
ADD_LIBRARY(tutil ${SRC})
TARGET_LINK_LIBRARIES(tutil pthread os lz4 z rmonotonic)
TARGET_LINK_LIBRARIES(tutil pthread os lz4 z rmonotonic ${VAR_TSZ} )
IF (TD_LINUX)
TARGET_LINK_LIBRARIES(tutil m rt)
@ -37,4 +41,4 @@ ENDIF()
IF (TD_STORAGE)
TARGET_LINK_LIBRARIES(tutil storage)
ENDIF ()
ENDIF ()

6
src/util/inc/tconfig.h
View File

@ -20,7 +20,7 @@
extern "C" {
#endif
#define TSDB_CFG_MAX_NUM 110
#define TSDB_CFG_MAX_NUM 116 // 110 + 6 with lossy option
#define TSDB_CFG_PRINT_LEN 23
#define TSDB_CFG_OPTION_LEN 24
#define TSDB_CFG_VALUE_LEN 41
@ -32,6 +32,9 @@ extern "C" {
#define TSDB_CFG_CTYPE_B_OPTION 16U // can be configured by taos_options function
#define TSDB_CFG_CTYPE_B_NOT_PRINT 32U // such as password
#define MAX_FLOAT 100000
#define MIN_FLOAT 0
enum {
TAOS_CFG_CSTATUS_NONE, // not configured
TAOS_CFG_CSTATUS_DEFAULT, // use system default value
@ -50,6 +53,7 @@ enum {
TAOS_CFG_VTYPE_IPSTR,
TAOS_CFG_VTYPE_DIRECTORY,
TAOS_CFG_VTYPE_DATA_DIRCTORY,
TAOS_CFG_VTYPE_DOUBLE,
};
enum {

153
src/util/inc/tscompression.h
View File

@ -34,6 +34,22 @@ extern "C" {
#define ONE_STAGE_COMP 1
#define TWO_STAGE_COMP 2
//
// compressed data first byte foramt
// ------ 7 bit ---- | ---- 1 bit ----
// algorithm mode
//
// compression data mode save first byte lower 1 bit
#define MODE_NOCOMPRESS 0 // original data
#define MODE_COMPRESS 1 // compatible old compress
// compression algorithm save first byte higher 7 bit
#define ALGO_SZ_LOSSY 1 // SZ compress
#define HEAD_MODE(x) x%2
#define HEAD_ALGO(x) x/2
extern int tsCompressINTImp(const char *const input, const int nelements, char *const output, const char type);
extern int tsDecompressINTImp(const char *const input, const int nelements, char *const output, const char type);
extern int tsCompressBoolImp(const char *const input, const int nelements, char *const output);
@ -46,6 +62,20 @@ extern int tsCompressDoubleImp(const char *const input, const int nelements, cha
extern int tsDecompressDoubleImp(const char *const input, const int nelements, char *const output);
extern int tsCompressFloatImp(const char *const input, const int nelements, char *const output);
extern int tsDecompressFloatImp(const char *const input, const int nelements, char *const output);
// lossy
extern int tsCompressFloatLossyImp(const char * input, const int nelements, char *const output);
extern int tsDecompressFloatLossyImp(const char * input, int compressedSize, const int nelements, char *const output);
extern int tsCompressDoubleLossyImp(const char * input, const int nelements, char *const output);
extern int tsDecompressDoubleLossyImp(const char * input, int compressedSize, const int nelements, char *const output);
#ifdef TD_TSZ
extern bool lossyFloat;
extern bool lossyDouble;
// init call
int tsCompressInit();
// exit call
void tsCompressExit();
#endif
static FORCE_INLINE int tsCompressTinyint(const char *const input, int inputSize, const int nelements, char *const output, int outputSize, char algorithm,
char *const buffer, int bufferSize) {
@ -189,56 +219,123 @@ static FORCE_INLINE int tsDecompressString(const char *const input, int compress
static FORCE_INLINE int tsCompressFloat(const char *const input, int inputSize, const int nelements, char *const output, int outputSize,
char algorithm, char *const buffer, int bufferSize) {
if (algorithm == ONE_STAGE_COMP) {
return tsCompressFloatImp(input, nelements, output);
} else if (algorithm == TWO_STAGE_COMP) {
int len = tsCompressFloatImp(input, nelements, buffer);
return tsCompressStringImp(buffer, len, output, outputSize);
#ifdef TD_TSZ
// lossy mode
if(lossyFloat) {
return tsCompressFloatLossyImp(input, nelements, output);
// lossless mode
} else {
assert(0);
return -1;
#endif
if (algorithm == ONE_STAGE_COMP) {
return tsCompressFloatImp(input, nelements, output);
} else if (algorithm == TWO_STAGE_COMP) {
int len = tsCompressFloatImp(input, nelements, buffer);
return tsCompressStringImp(buffer, len, output, outputSize);
} else {
assert(0);
return -1;
}
#ifdef TD_TSZ
}
#endif
}
static FORCE_INLINE int tsDecompressFloat(const char *const input, int compressedSize, const int nelements, char *const output,
int outputSize, char algorithm, char *const buffer, int bufferSize) {
if (algorithm == ONE_STAGE_COMP) {
return tsDecompressFloatImp(input, nelements, output);
} else if (algorithm == TWO_STAGE_COMP) {
if (tsDecompressStringImp(input, compressedSize, buffer, bufferSize) < 0) return -1;
return tsDecompressFloatImp(buffer, nelements, output);
#ifdef TD_TSZ
if(HEAD_ALGO(input[0]) == ALGO_SZ_LOSSY){
// decompress lossy
return tsDecompressFloatLossyImp(input, compressedSize, nelements, output);
} else {
assert(0);
return -1;
#endif
// decompress lossless
if (algorithm == ONE_STAGE_COMP) {
return tsDecompressFloatImp(input, nelements, output);
} else if (algorithm == TWO_STAGE_COMP) {
if (tsDecompressStringImp(input, compressedSize, buffer, bufferSize) < 0) return -1;
return tsDecompressFloatImp(buffer, nelements, output);
} else {
assert(0);
return -1;
}
#ifdef TD_TSZ
}
#endif
}
static FORCE_INLINE int tsCompressDouble(const char *const input, int inputSize, const int nelements, char *const output, int outputSize,
char algorithm, char *const buffer, int bufferSize) {
if (algorithm == ONE_STAGE_COMP) {
return tsCompressDoubleImp(input, nelements, output);
} else if (algorithm == TWO_STAGE_COMP) {
int len = tsCompressDoubleImp(input, nelements, buffer);
return tsCompressStringImp(buffer, len, output, outputSize);
#ifdef TD_TSZ
if(lossyDouble){
// lossy mode
return tsCompressDoubleLossyImp(input, nelements, output);
} else {
assert(0);
return -1;
#endif
// lossless mode
if (algorithm == ONE_STAGE_COMP) {
return tsCompressDoubleImp(input, nelements, output);
} else if (algorithm == TWO_STAGE_COMP) {
int len = tsCompressDoubleImp(input, nelements, buffer);
return tsCompressStringImp(buffer, len, output, outputSize);
} else {
assert(0);
return -1;
}
#ifdef TD_TSZ
}
#endif
}
static FORCE_INLINE int tsDecompressDouble(const char *const input, int compressedSize, const int nelements, char *const output,
int outputSize, char algorithm, char *const buffer, int bufferSize) {
if (algorithm == ONE_STAGE_COMP) {
return tsDecompressDoubleImp(input, nelements, output);
} else if (algorithm == TWO_STAGE_COMP) {
if (tsDecompressStringImp(input, compressedSize, buffer, bufferSize) < 0) return -1;
return tsDecompressDoubleImp(buffer, nelements, output);
#ifdef TD_TSZ
if(HEAD_ALGO(input[0]) == ALGO_SZ_LOSSY){
// decompress lossy
return tsDecompressDoubleLossyImp(input, compressedSize, nelements, output);
} else {
assert(0);
return -1;
#endif
// decompress lossless
if (algorithm == ONE_STAGE_COMP) {
return tsDecompressDoubleImp(input, nelements, output);
} else if (algorithm == TWO_STAGE_COMP) {
if (tsDecompressStringImp(input, compressedSize, buffer, bufferSize) < 0) return -1;
return tsDecompressDoubleImp(buffer, nelements, output);
} else {
assert(0);
return -1;
}
#ifdef TD_TSZ
}
#endif
}
#ifdef TD_TSZ
//
// lossy float double
//
static FORCE_INLINE int tsCompressFloatLossy(const char *const input, int inputSize, const int nelements, char *const output, int outputSize,
char algorithm, char *const buffer, int bufferSize) {
return tsCompressFloatLossyImp(input, nelements, output);
}
static FORCE_INLINE int tsDecompressFloatLossy(const char *const input, int compressedSize, const int nelements, char *const output,
int outputSize, char algorithm, char *const buffer, int bufferSize){
return tsDecompressFloatLossyImp(input, compressedSize, nelements, output);
}
static FORCE_INLINE int tsCompressDoubleLossy(const char *const input, int inputSize, const int nelements, char *const output, int outputSize,
char algorithm, char *const buffer, int bufferSize){
return tsCompressDoubleLossyImp(input, nelements, output);
}
static FORCE_INLINE int tsDecompressDoubleLossy(const char *const input, int compressedSize, const int nelements, char *const output,
int outputSize, char algorithm, char *const buffer, int bufferSize){
return tsDecompressDoubleLossyImp(input, compressedSize, nelements, output);
}
#endif
static FORCE_INLINE int tsCompressTimestamp(const char *const input, int inputSize, const int nelements, char *const output, int outputSize,
char algorithm, char *const buffer, int bufferSize) {
if (algorithm == ONE_STAGE_COMP) {

108
src/util/src/tcompression.c
View File

@ -49,9 +49,14 @@
#include "os.h"
#include "lz4.h"
#ifdef TD_TSZ
#include "td_sz.h"
#endif
#include "taosdef.h"
#include "tscompression.h"
#include "tulog.h"
#include "tglobal.h"
static const int TEST_NUMBER = 1;
#define is_bigendian() ((*(char *)&TEST_NUMBER) == 0)
@ -61,6 +66,39 @@ static const int TEST_NUMBER = 1;
#define ZIGZAG_ENCODE(T, v) ((u##T)((v) >> (sizeof(T) * 8 - 1))) ^ (((u##T)(v)) << 1) // zigzag encode
#define ZIGZAG_DECODE(T, v) ((v) >> 1) ^ -((T)((v)&1)) // zigzag decode
#ifdef TD_TSZ
bool lossyFloat = false;
bool lossyDouble = false;
// init call
int tsCompressInit(){
// config
if(lossyColumns[0] == 0){
lossyFloat = false;
lossyDouble = false;
return 0;
}
lossyFloat = strstr(lossyColumns, "float") != NULL;
lossyDouble = strstr(lossyColumns, "double") != NULL;
if(lossyFloat == false && lossyDouble == false)
return 0;
tdszInit(fPrecision, dPrecision, maxIntervals, intervals, Compressor);
if(lossyFloat)
uInfo("lossy compression float is opened. ");
if(lossyDouble)
uInfo("lossy compression double is opened. ");
return 1;
}
// exit call
void tsCompressExit(){
tdszExit();
}
#endif
/*
* Compress Integer (Simple8B).
*/
@ -410,6 +448,7 @@ int tsCompressStringImp(const char *const input, int inputSize, char *const outp
int tsDecompressStringImp(const char *const input, int compressedSize, char *const output, int outputSize) {
// compressedSize is the size of data after compression.
if (input[0] == 1) {
/* It is compressed by LZ4 algorithm */
const int decompressed_size = LZ4_decompress_safe(input + 1, output, compressedSize - 1, outputSize);
@ -886,3 +925,72 @@ int tsDecompressFloatImp(const char *const input, const int nelements, char *con
return nelements * FLOAT_BYTES;
}
#ifdef TD_TSZ
//
// ---------- float double lossy -----------
//
int tsCompressFloatLossyImp(const char * input, const int nelements, char *const output){
// compress with sz
int compressedSize = tdszCompress(SZ_FLOAT, input, nelements, output + 1);
unsigned char algo = ALGO_SZ_LOSSY << 1;
if (compressedSize == 0 || compressedSize >= nelements*sizeof(float)){
// compressed error or large than original
output[0] = MODE_NOCOMPRESS | algo;
memcpy(output + 1, input, nelements * sizeof(float));
compressedSize = 1 + nelements * sizeof(float);
} else {
// compressed successfully
output[0] = MODE_COMPRESS | algo;
compressedSize += 1;
}
return compressedSize;
}
int tsDecompressFloatLossyImp(const char * input, int compressedSize, const int nelements, char *const output){
int decompressedSize = 0;
if( HEAD_MODE(input[0]) == MODE_NOCOMPRESS){
// orginal so memcpy directly
decompressedSize = nelements * sizeof(float);
memcpy(output, input + 1, decompressedSize);
return decompressedSize;
}
// decompressed with sz
return tdszDecompress(SZ_FLOAT, input + 1, compressedSize - 1, nelements, output);
}
int tsCompressDoubleLossyImp(const char * input, const int nelements, char *const output){
// compress with sz
int compressedSize = tdszCompress(SZ_DOUBLE, input, nelements, output + 1);
unsigned char algo = ALGO_SZ_LOSSY << 1;
if (compressedSize == 0 || compressedSize >= nelements*sizeof(double)) {
// compressed error or large than original
output[0] = MODE_NOCOMPRESS | algo;
memcpy(output + 1, input, nelements * sizeof(double));
compressedSize = 1 + nelements * sizeof(double);
} else {
// compressed successfully
output[0] = MODE_COMPRESS | algo;
compressedSize += 1;
}
return compressedSize;
}
int tsDecompressDoubleLossyImp(const char * input, int compressedSize, const int nelements, char *const output){
int decompressedSize = 0;
if( HEAD_MODE(input[0]) == MODE_NOCOMPRESS){
// orginal so memcpy directly
decompressedSize = nelements * sizeof(double);
memcpy(output, input + 1, decompressedSize);
return decompressedSize;
}
// decompressed with sz
return tdszDecompress(SZ_DOUBLE, input + 1, compressedSize - 1, nelements, output);
}
#endif

21
src/util/src/tconfig.c
View File

@ -61,6 +61,24 @@ static void taosReadFloatConfig(SGlobalCfg *cfg, char *input_value) {
}
}
static void taosReadDoubleConfig(SGlobalCfg *cfg, char *input_value) {
double value = atof(input_value);
double *option = (double *)cfg->ptr;
if (value < cfg->minValue || value > cfg->maxValue) {
uError("config option:%s, input value:%s, out of range[%f, %f], use default value:%f",
cfg->option, input_value, cfg->minValue, cfg->maxValue, *option);
} else {
if (cfg->cfgStatus <= TAOS_CFG_CSTATUS_FILE) {
*option = value;
cfg->cfgStatus = TAOS_CFG_CSTATUS_FILE;
} else {
uWarn("config option:%s, input value:%s, is configured by %s, use %f", cfg->option, input_value,
tsCfgStatusStr[cfg->cfgStatus], *option);
}
}
}
static void taosReadInt32Config(SGlobalCfg *cfg, char *input_value) {
int32_t value = atoi(input_value);
int32_t *option = (int32_t *)cfg->ptr;
@ -262,6 +280,9 @@ static void taosReadConfigOption(const char *option, char *value, char *value2,
case TAOS_CFG_VTYPE_FLOAT:
taosReadFloatConfig(cfg, value);
break;
case TAOS_CFG_VTYPE_DOUBLE:
taosReadDoubleConfig(cfg, value);
break;
case TAOS_CFG_VTYPE_STRING:
taosReadStringConfig(cfg, value);
break;