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957 lines
35 KiB
957 lines
35 KiB
/******************************************************************************
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* Copyright © 2014-2017 The SuperNET Developers. *
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* *
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* See the AUTHORS, DEVELOPER-AGREEMENT and LICENSE files at *
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* the top-level directory of this distribution for the individual copyright *
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* holder information and the developer policies on copyright and licensing. *
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* *
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* Unless otherwise agreed in a custom licensing agreement, no part of the *
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* SuperNET software, including this file may be copied, modified, propagated *
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* or distributed except according to the terms contained in the LICENSE file *
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* *
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* Removal or modification of this copyright notice is prohibited. *
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* *
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******************************************************************************/
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//
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// DEXstats.h
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// marketmaker
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//
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#ifndef DEXstats_h
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#define DEXstats_h
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#define LEFTMARGIN 40
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#define MAX_SPLINES 1024
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#define MAX_LOOKAHEAD 7
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struct stats_spline { char name[64]; int32_t splineid,lasti,basenum,num,firstx,dispincr,spline32[MAX_SPLINES][4]; uint32_t utc32[MAX_SPLINES]; int64_t spline64[MAX_SPLINES][4]; double dSplines[MAX_SPLINES][4],pricevals[MAX_SPLINES+MAX_LOOKAHEAD],lastutc,lastval,aveslopeabs; };
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#define _extrapolate_Spline(Splines,gap) ((double)(Splines)[0] + ((gap) * ((double)(Splines)[1] + ((gap) * ((double)(Splines)[2] + ((gap) * (double)(Splines)[3]))))))
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#define _extrapolate_Slope(Splines,gap) ((double)(Splines)[1] + ((gap) * ((double)(Splines)[2] + ((gap) * (double)(Splines)[3]))))
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#define dto64(x) ((int64_t)((x) * (double)SATOSHIDEN * SATOSHIDEN))
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#define dto32(x) ((int32_t)((x) * (double)SATOSHIDEN))
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#define i64tod(x) ((double)(x) / ((double)SATOSHIDEN * SATOSHIDEN))
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#define i32tod(x) ((double)(x) / (double)SATOSHIDEN)
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#define _extrapolate_spline64(spline64,gap) ((double)i64tod((spline64)[0]) + ((gap) * ((double)i64tod(.001*.001*(spline64)[1]) + ((gap) * ((double)i64tod(.001*.001*.001*.001*(spline64)[2]) + ((gap) * (double)i64tod(.001*.001*.001*.001*.001*.001*(spline64)[3])))))))
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#define _extrapolate_spline32(spline32,gap) ((double)i32tod((spline32)[0]) + ((gap) * ((double)i32tod(.001*.001*(spline32)[1]) + ((gap) * ((double)i32tod(.001*.001*.001*.001*(spline32)[2]) + ((gap) * (double)i32tod(.001*.001*.001*.001*.001*.001*(spline32)[3])))))))
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uint32_t forex_colors[16];
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double Display_scale = 0.25;
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struct DEXstats_disp { double pricesum,volumesum; };
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struct DEXstats_pricepoint
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{
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double price,volume;
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uint32_t height;
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uint16_t seconds;
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int8_t hour,dir;
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};
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struct DEXstats_pairinfo
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{
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char dest[16];
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int32_t numprices;
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struct DEXstats_pricepoint *prices;
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};
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struct DEXstats_datenuminfo
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{
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int32_t numpairs,datenum;
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struct DEXstats_pairinfo *pairs;
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};
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struct DEXstats_priceinfo
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{
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char symbol[16];
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int32_t firstdatenum,numdates;
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struct DEXstats_datenuminfo *dates;
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} Prices[1024];
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int32_t Num_priceinfos;
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void stats_pricepoint(int32_t dir,struct DEXstats_pricepoint *ptr,uint8_t hour,uint16_t seconds,int32_t height,double volume,double price)
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{
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ptr->price = price;
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ptr->volume = volume;
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ptr->height = height;
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ptr->hour = hour;
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ptr->dir = dir;
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ptr->seconds = seconds;
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}
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void stats_pairupdate(int32_t dir,struct DEXstats_datenuminfo *date,char *symbol,char *dest,int32_t datenum,int32_t hour,int32_t seconds,int32_t height,double volume,double price)
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{
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int32_t i; struct DEXstats_pairinfo *pair = 0;
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if ( date->datenum != datenum || seconds < 0 || seconds >= 3600 || hour < 0 || hour >= 24 )
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{
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printf("date->datenum %d != %d? hour.%d seconds.%d\n",date->datenum,datenum,hour,seconds);
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return;
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}
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//printf("%d numpairs.%d %p %p\n",date->datenum,date->numpairs,date,date->pairs);
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for (i=0; i<date->numpairs; i++)
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if ( strcmp(dest,date->pairs[i].dest) == 0 )
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{
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pair = &date->pairs[i];
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break;
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}
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if ( date->pairs == 0 || i == date->numpairs )
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{
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date->pairs = realloc(date->pairs,sizeof(*date->pairs) * (date->numpairs + 1));
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pair = &date->pairs[date->numpairs++];
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memset(pair,0,sizeof(*pair));
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strcpy(pair->dest,dest);
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printf("%d new pair.%d (%s) -> dest.(%s)\n",date->datenum,date->numpairs,symbol,dest);
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}
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pair->prices = realloc(pair->prices,sizeof(*pair->prices) * (pair->numprices+1));
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stats_pricepoint(dir,&pair->prices[pair->numprices++],hour,seconds,height,volume,price);
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//printf("(%s/%s).%d numprices.%d h.%d s.%-4d %.8f %.6f\n",symbol,dest,date->datenum,pair->numprices,hour,seconds,price,volume);
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}
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void stats_datenumupdate(int32_t dir,struct DEXstats_priceinfo *pp,int32_t datenum,int32_t hour,int32_t seconds,int32_t height,double volume,char *dest,double price)
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{
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int32_t offset,i,n; struct DEXstats_datenuminfo *date;
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if ( (offset= datenum - pp->firstdatenum) < 0 )
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{
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printf("illegal datenum.%d for %s when 1st.%d\n",datenum,pp->symbol,pp->firstdatenum);
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return;
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}
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if ( offset == 0 || offset > pp->numdates )
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{
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pp->dates = realloc(pp->dates,sizeof(*pp->dates) * (offset+1));
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n = (offset - pp->numdates);
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printf("allocate %s.[%d to %d]\n",pp->symbol,pp->numdates,pp->numdates+n);
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for (i=0; i<=n; i++)
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{
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date = &pp->dates[pp->numdates + i];
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if ( date->datenum != pp->firstdatenum + pp->numdates + i )
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{
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memset(date,0,sizeof(*date));
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date->datenum = pp->firstdatenum + pp->numdates + i;
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}
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}
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pp->numdates = offset;
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}
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stats_pairupdate(dir,&pp->dates[offset],pp->symbol,dest,datenum,hour,seconds,height,volume,price);
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}
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struct DEXstats_priceinfo *stats_priceinfo(char *symbol,int32_t datenum)
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{
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int32_t i; struct DEXstats_priceinfo *pp = 0;
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if ( Num_priceinfos >= sizeof(Prices)/sizeof(*Prices) )
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return(0);
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for (i=0; i<Num_priceinfos; i++)
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if ( strcmp(Prices[i].symbol,symbol) == 0 )
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{
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pp = &Prices[i];
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break;
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}
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if ( i == Num_priceinfos )
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{
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pp = &Prices[Num_priceinfos++];
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strcpy(pp->symbol,symbol);
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pp->firstdatenum = datenum;
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}
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return(pp);
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}
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void stats_LPpubkeyupdate(char *LPpubkey,uint32_t timestamp)
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{
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printf("LP.(%s) t.%u\n",LPpubkey,timestamp);
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}
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void stats_priceupdate(int32_t datenum,int32_t hour,int32_t seconds,uint32_t timestamp,int32_t height,char *key,char *LPpubkey,cJSON *tradejson)
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{
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int32_t dir = 0; uint64_t srcamount,destamount; char *source,*dest; double price; struct DEXstats_priceinfo *pp;
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if ( LPpubkey != 0 )
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stats_LPpubkeyupdate(LPpubkey,timestamp);
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if ( tradejson != 0 )
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{
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source = jstr(jitem(tradejson,0),0);
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srcamount = SATOSHIDEN * jdouble(jitem(tradejson,1),0);
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dest = jstr(jitem(tradejson,2),0);
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destamount = SATOSHIDEN * jdouble(jitem(tradejson,3),0);
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if ( srcamount != 0 && destamount != 0 )
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{
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price = (double)destamount / srcamount;
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if ( key != 0 )
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{
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dir = 1;
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if ( (pp= stats_priceinfo(source,datenum)) != 0 )
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stats_datenumupdate(-1,pp,datenum,hour,seconds,height,dstr(srcamount),dest,price);
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if ( (pp= stats_priceinfo(dest,datenum)) != 0 )
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stats_datenumupdate(1,pp,datenum,hour,seconds,height,dstr(destamount),source,1. / price);
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}
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else if ( (pp= stats_priceinfo(source,datenum)) != 0 )
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stats_datenumupdate(0,pp,datenum,hour,seconds,height,dstr(srcamount),dest,price);
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} else price = 0.;
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if ( dir != 0 )
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printf("dir.%-2d %d.%02d.%04d ht.%-4d %s (%s %12.8f) -> (%s %12.8f) %16.8f %16.8f\n",dir,datenum,hour,seconds,height,key!=0?key:"",source,dstr(srcamount),dest,dstr(destamount),price,1./price);
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}
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}
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double _pairaved(double valA,double valB)
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{
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if ( valA != 0. && valB != 0. )
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return((valA + valB) / 2.);
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else if ( valA != 0. ) return(valA);
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else return(valB);
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}
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double calc_loganswer(double pastlogprice,double futurelogprice)
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{
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if ( fabs(pastlogprice) < .0000001 || fabs(futurelogprice) < .0000001 )
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return(0);
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return(10000. * (exp(futurelogprice - pastlogprice)-1.));
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}
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double _pairdiff(register double valA,register double valB)
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{
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if ( valA != 0. && valB != 0. )
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return((valA - valB));
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else return(0.);
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}
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double balanced_ave(double buf[],int32_t i,int32_t width)
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{
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register int32_t nonz,j; register double sum,price;
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nonz = 0;
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sum = 0.0;
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for (j=-width; j<=width; j++)
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{
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price = buf[i + j];
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if ( price != 0.0 )
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{
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sum += price;
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nonz++;
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}
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}
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if ( nonz != 0 )
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sum /= nonz;
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return(sum);
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}
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void buf_trioave(double dest[],double src[],int32_t n)
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{
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register int32_t i,j,width = 3;
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for (i=0; i<128; i++)
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src[i] = 0;
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//for (i=n-width-1; i>width; i--)
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// dest[i] = balanced_ave(src,i,width);
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//for (i=width; i>0; i--)
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// dest[i] = balanced_ave(src,i,i);
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for (i=1; i<width; i++)
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dest[i] = balanced_ave(src,i,i);
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for (i=width; i<1024-width; i++)
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dest[i] = balanced_ave(src,i,width);
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dest[0] = _pairaved(dest[0],dest[1] - _pairdiff(dest[2],dest[1]));
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j = width-1;
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for (i=1024-width; i<1023; i++,j--)
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dest[i] = balanced_ave(src,i,j);
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if ( dest[1021] != 0. && dest[1021] != 0. )
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dest[1023] = ((2.0 * dest[1022]) - dest[1021]);
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else dest[1023] = 0.;
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}
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void smooth1024(double dest[],double src[],int32_t smoothiters)
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{
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double smoothbufA[1024],smoothbufB[1024]; int32_t i;
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buf_trioave(smoothbufA,src,1024);
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for (i=0; i<smoothiters; i++)
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{
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buf_trioave(smoothbufB,smoothbufA,1024);
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buf_trioave(smoothbufA,smoothbufB,1024);
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}
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buf_trioave(dest,smoothbufA,1024);
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}
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float _calc_pricey(register double price,register double weekave)
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{
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if ( price != 0. && weekave != 0. )
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return(0.1 * calc_loganswer(weekave,price));
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else return(0.f);
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}
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float pixelwt(register int32_t color)
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{
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return(((float)((color>>16)&0x0ff) + (float)((color>>8)&0x0ff) + (float)((color>>0)&0x0ff))/0x300);
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}
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int32_t pixel_ratios(uint32_t red,uint32_t green,uint32_t blue)
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{
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float max;
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/*if ( red > green )
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max = red;
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else
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max = green;
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if ( blue > max )
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max = blue;*/
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max = (red + green + blue);
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if ( max == 0. )
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return(0);
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if ( max > 0xff )
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{
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red = (uint32_t)(((float)red / max) * 0xff);
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green = (uint32_t)(((float)green / max) * 0xff);
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blue = (uint32_t)(((float)blue / max) * 0xff);
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}
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if ( red > 0xff )
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red = 0xff;
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if ( green > 0xff )
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green = 0xff;
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if ( blue > 0xff )
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blue = 0xff;
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return((red << 16) | (green << 8) | blue);
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}
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int32_t conv_yval_to_y(register float yval,register int32_t height)
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{
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register int32_t y;
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height = (height>>1) - 2;
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y = (int32_t)-yval;
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if ( y > height )
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y = height;
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else if ( y < -height )
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y = -height;
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y += height;
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if ( y < 0 )
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y = 0;
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height <<= 1;
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if ( y >= height-1 )
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y = height-1;
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return(y);
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}
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uint32_t scale_color(uint32_t color,float strength)
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{
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int32_t red,green,blue;
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if ( strength < 0. )
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strength = -strength;
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red = (color>>16) & 0xff;
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green = (color>>8) & 0xff;
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blue = color & 0xff;
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red = (int32_t)((float)red * (strength/100.f));
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green = (int32_t)((float)green * (strength/100.f));
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blue = (int32_t)((float)blue * (strength/100.f));
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if ( red > 0xff )
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red = 0xff;
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if ( green > 0xff )
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green = 0xff;
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if ( blue > 0xff )
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blue = 0xff;
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return((red<<16) | (green<<8) | blue);
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}
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uint32_t pixel_blend(uint32_t pixel,uint32_t color)//,int32_t groupsize)
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{
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int32_t red,green,blue,sum,n,n2,groupsize = 1;
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float red2,green2,blue2,sum2;
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if ( color == 0 )
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return(pixel);
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if ( pixel == 0 )
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{
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return((1<<24) | scale_color(color,100.f/(float)groupsize));
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}
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n = (pixel>>24) & 0xff;
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if ( n == 0 )
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n = 1;
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pixel &= 0xffffff;
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red = (pixel>>16) & 0xff;
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green = (pixel>>8) & 0xff;
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blue = pixel & 0xff;
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sum = red + green + blue;
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n2 = (color>>24) & 0xff;
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if ( n2 == 0 )
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n2 = 1;
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red2 = ((float)((color>>16) & 0xff)) / groupsize;
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green2 = ((float)((color>>8) & 0xff)) / groupsize;
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blue2 = ((float)(color & 0xff)) / groupsize;
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sum2 = (red2 + green2 + blue2);
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//printf("gs %d (%d x %d,%d,%d: %d) + (%d x %.1f,%.1f,%.1f: %.1f) = ",groupsize,n,red,green,blue,sum,n2,red2,green2,blue2,sum2);
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red = (uint32_t)(((((((float)red / (float) sum) * n) + (((float)red2 / (float) sum2) * n2)) / (n+n2)) * ((sum+sum2)/2)));
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green = (uint32_t)(((((((float)green / (float) sum) * n) + (((float)green2 / (float) sum2) * n2)) / (n+n2)) * ((sum+sum2)/2)));
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blue = (uint32_t)(((((((float)blue / (float) sum) * n) + (((float)blue2 / (float) sum2) * n2)) / (n+n2)) * ((sum+sum2)/2)));
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n += n2;
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if ( n > 0xff )
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n = 0xff;
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///printf("%x (%d,%d,%d) ",color,red,green,blue);
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color = (n<<24) | pixel_ratios(red,green,blue);//pixel_overflow(&red,&green,&blue);
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//printf("%x (%d,%d,%d)\n",color,(color>>16)&0xff,(color>>8)&0xff,color&0xff);
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return(color);
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}
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void init_forex_colors(uint32_t *forex_colors)
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{
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int32_t i;
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forex_colors[0] = 0x00ff00;
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forex_colors[1] = 0x0033ff;
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forex_colors[2] = 0xff0000;
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forex_colors[3] = 0x00ffff;
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forex_colors[4] = 0xffff00;
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forex_colors[5] = 0xff00ff;
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forex_colors[6] = 0xffffff;
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forex_colors[7] = 0xff8800;
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forex_colors[8] = 0xff88ff;
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for (i=9; i<16; i++)
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forex_colors[i] = pixel_blend(forex_colors[i-8],0xffffff);
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}
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int32_t is_primary_color(register uint32_t color)
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{
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static uint32_t forex_colors[16];
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register int32_t i;
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if ( forex_colors[0] == 0 )
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init_forex_colors(forex_colors);
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for (i=0; i<8; i++)
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if ( color == forex_colors[i] )
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return(1);
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return(0);
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}
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void disp_yval(register int32_t color,register float yval,register uint32_t *bitmap,register int32_t x,register int32_t rowwidth,register int32_t height)
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{
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register int32_t y;
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if ( forex_colors[0] == 0 )
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init_forex_colors(forex_colors);
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x += LEFTMARGIN;
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if ( x < 0 || x >= rowwidth )
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return;
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//y = conv_yval_to_y(yval,height/Display_scale) * Display_scale;
|
|
y = conv_yval_to_y(yval * Display_scale,height);
|
|
if ( 1 && is_primary_color(color) != 0 )
|
|
{
|
|
bitmap[y*rowwidth + x] = color;
|
|
//printf("(%d, %d) <- %x, ",x,y,color);
|
|
return;
|
|
}
|
|
//if ( pixelwt(color) > pixelwt(bitmap[y*rowwidth + x]) )
|
|
bitmap[y*rowwidth + x] = pixel_blend(bitmap[y*rowwidth + x],color);
|
|
return;
|
|
//if ( is_primary_color(color) != 0 || (is_primary_color(bitmap[y*rowwidth+x]) == 0 && pixelwt(color) > pixelwt(bitmap[y*rowwidth + x])) )
|
|
// bitmap[y*rowwidth + x] = color;
|
|
}
|
|
|
|
void disp_yvalsum(register int32_t color,register float yval,register uint32_t *bitmap,register int32_t x,register int32_t rowwidth,register int32_t height)
|
|
{
|
|
int32_t y,red,green,blue,dispcolor;
|
|
x += LEFTMARGIN;
|
|
if ( x < 0 || x >= rowwidth )
|
|
return;
|
|
y = conv_yval_to_y(yval * Display_scale,height);
|
|
red = (color>>16) & 0xff;
|
|
green = (color>>8) & 0xff;
|
|
blue = color & 0xff;
|
|
dispcolor = bitmap[y*rowwidth + x];
|
|
red += (dispcolor>>16) & 0xff;
|
|
green += (dispcolor>>8) & 0xff;
|
|
blue += dispcolor & 0xff;
|
|
bitmap[y*rowwidth + x] = pixel_ratios(red,green,blue);
|
|
}
|
|
|
|
void disp_dot(register float radius,register int32_t color,register float yval,register uint32_t *bitmap,register int32_t x,register int32_t rowwidth,register int32_t height)
|
|
{
|
|
register float i,j,sq,val;
|
|
if ( radius > 1 )
|
|
{
|
|
sq = radius * radius;
|
|
for (i=-radius; i<=radius; i++)
|
|
{
|
|
for (j=-radius; j<=radius; j++)
|
|
{
|
|
val = ((j*j + i*i) / sq);
|
|
if ( val <= 1. )
|
|
{
|
|
val = 1. - val;
|
|
disp_yval(scale_color(color,(100 * val * val * val * val)),yval+j,bitmap,x+i,rowwidth,height);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
else disp_yval(color,yval,bitmap,x,rowwidth,height);
|
|
}
|
|
|
|
void horizline(int32_t calclogflag,int32_t rowwidth,int32_t height,uint32_t *bitmap,double rawprice,double ave)
|
|
{
|
|
int32_t x;
|
|
double yval;
|
|
if ( calclogflag != 0 )
|
|
yval = _calc_pricey(log(rawprice),log(ave));
|
|
else yval = _calc_pricey(rawprice,ave);
|
|
for (x=0; x<rowwidth; x++)
|
|
disp_yval(0x888888,yval,bitmap,x,rowwidth,height);
|
|
}
|
|
|
|
void rescale_floats(float *line,int32_t width,double scale)
|
|
{
|
|
int32_t i;
|
|
for (i=0; i<width; i++)
|
|
line[i] *= scale;
|
|
}
|
|
|
|
void rescale_doubles(double *line,int32_t width,double scale)
|
|
{
|
|
int32_t i;
|
|
for (i=0; i<width; i++)
|
|
line[i] *= scale;
|
|
}
|
|
|
|
double _output_line(int32_t calclogflag,double ave,double *output,double *buf,int32_t n,int32_t color,uint32_t *bitmap,int32_t rowwidth,int32_t height)
|
|
{
|
|
int32_t x,nonz = 0;
|
|
double yval,val,aveabs = 0.;
|
|
if ( ave == 0. )
|
|
return(0.);
|
|
if ( calclogflag != 0 )
|
|
ave = log(ave);
|
|
for (x=0; x<n; x++)
|
|
{
|
|
if ( (val= buf[x]) != 0. )
|
|
{
|
|
//if ( calclogflag != 0 )
|
|
{
|
|
val = log(buf[x]);
|
|
if ( ave != 1. )
|
|
yval = _calc_pricey(val,ave);
|
|
else yval = val;
|
|
} //else yval = (val / ave) * height / 3;
|
|
//printf("(%f -> %f) ",val,yval);
|
|
if ( fabs(yval) > .0000000001 )
|
|
{
|
|
aveabs += fabs(yval);
|
|
nonz++;
|
|
if ( color != 0 )
|
|
disp_yval(color,yval,bitmap,x,rowwidth,height);
|
|
}
|
|
} else yval = 0.;
|
|
output[x] = yval;
|
|
}
|
|
if ( nonz != 0 )
|
|
aveabs /= nonz;
|
|
return(aveabs);
|
|
//
|
|
//printf("ave %f rowwidth.%d\n",ave,rowwidth);
|
|
}
|
|
|
|
double stats_splineval(struct stats_spline *spline,uint32_t timestamp,int32_t lookahead)
|
|
{
|
|
int32_t i,gap,ind = (spline->num - 1);
|
|
if ( timestamp >= spline->utc32[ind] )
|
|
{
|
|
gap = (timestamp - spline->utc32[ind]);
|
|
if ( gap < lookahead )
|
|
return(_extrapolate_spline64(spline->spline64[ind],gap));
|
|
else return(0.);
|
|
}
|
|
else if ( timestamp <= spline->utc32[0] )
|
|
{
|
|
gap = (spline->utc32[0] - timestamp);
|
|
if ( gap < lookahead )
|
|
return(_extrapolate_spline64(spline->spline64[0],gap));
|
|
else return(0.);
|
|
}
|
|
for (i=0; i<spline->num-1; i++)
|
|
{
|
|
ind = (i + spline->lasti) % (spline->num - 1);
|
|
if ( timestamp >= spline->utc32[ind] && timestamp < spline->utc32[ind+1] )
|
|
{
|
|
spline->lasti = ind;
|
|
return(_extrapolate_spline64(spline->spline64[ind],timestamp - spline->utc32[ind]));
|
|
}
|
|
}
|
|
return(0.);
|
|
}
|
|
|
|
double stats_calcspline(struct stats_spline *spline,double *outputs,double *slopes,int32_t dispwidth,uint32_t *utc32,double *splinevals,int32_t num)
|
|
{
|
|
static double errsums[3]; static int errcount;
|
|
double c[MAX_SPLINES],f[MAX_SPLINES],dd[MAX_SPLINES],dl[MAX_SPLINES],du[MAX_SPLINES],gaps[MAX_SPLINES];
|
|
int32_t n,i,lasti,x,numsplines,nonz; double vx,vy,vw,vz,gap,sum,xval,yval,abssum,lastval,lastxval,yval64,yval32,yval3; uint32_t gap32;
|
|
sum = lastxval = n = lasti = nonz = 0;
|
|
for (i=0; i<MAX_SPLINES&&i<num; i++)
|
|
{
|
|
if ( (f[n]= splinevals[i]) != 0. && utc32[i] != 0 )
|
|
{
|
|
//printf("i%d.(%u %f) ",i,utc32[i],splinevals[i]);
|
|
//printf("%f ",splinevals[i]);
|
|
if ( n > 0 )
|
|
{
|
|
if ( (gaps[n-1]= utc32[i] - lastxval) < 0 )
|
|
{
|
|
printf("illegal gap %f to t%d\n",lastxval,utc32[i]);
|
|
return(0);
|
|
}
|
|
}
|
|
spline->utc32[n] = lastxval = utc32[i];
|
|
n++;
|
|
}
|
|
}
|
|
if ( (numsplines= n) < 4 )
|
|
return(0);
|
|
for (i=0; i<n-3; i++)
|
|
dl[i] = du[i] = gaps[i+1];
|
|
for (i=0; i<n-2; i++)
|
|
{
|
|
dd[i] = 2.0 * (gaps[i] + gaps[i+1]);
|
|
c[i] = (3.0 / (double)gaps[i+1]) * (f[i+2] - f[i+1]) - (3.0 / (double)gaps[i]) * (f[i+1] - f[i]);
|
|
}
|
|
//for (i=0; i<n; i++)
|
|
// printf("%f ",f[i]);
|
|
//printf("F2[%d]\n",n);
|
|
dd[0] += (gaps[0] + (double)gaps[0]*gaps[0] / gaps[1]);
|
|
du[0] -= ((double)gaps[0]*gaps[0] / gaps[1]);
|
|
dd[n-3] += (gaps[n-2] + (double)gaps[n-2]*gaps[n-2] / gaps[n-3]);
|
|
dl[n-4] -= ((double)gaps[n-2]*gaps[n-2] / gaps[n-3]);
|
|
|
|
//tridiagonal(n-2, dl, dd, du, c);
|
|
for (i=0; i<n-1-2; i++)
|
|
{
|
|
du[i] /= dd[i];
|
|
dd[i+1] -= dl[i]*du[i];
|
|
}
|
|
c[0] /= dd[0];
|
|
for (i=1; i<n-2; i++)
|
|
c[i] = (c[i] - dl[i-1] * c[i-1]) / dd[i];
|
|
for (i=n-2-4; i>=0; i--)
|
|
c[i] -= c[i+1] * du[i];
|
|
//tridiagonal(n-2, dl, dd, du, c);
|
|
|
|
for (i=n-3; i>=0; i--)
|
|
c[i+1] = c[i];
|
|
c[0] = (1.0 + (double)gaps[0] / gaps[1]) * c[1] - ((double)gaps[0] / gaps[1] * c[2]);
|
|
c[n-1] = (1.0 + (double)gaps[n-2] / gaps[n-3] ) * c[n-2] - ((double)gaps[n-2] / gaps[n-3] * c[n-3]);
|
|
//printf("c[n-1] %f, n-2 %f, n-3 %f\n",c[n-1],c[n-2],c[n-3]);
|
|
abssum = nonz = lastval = 0;
|
|
outputs[spline->firstx] = f[0];
|
|
spline->num = numsplines;
|
|
for (i=0; i<n; i++)
|
|
{
|
|
vx = f[i];
|
|
vz = c[i];
|
|
if ( i < n-1 )
|
|
{
|
|
gap = gaps[i];
|
|
vy = ((f[i+1] - f[i]) / gap) - (gap * (c[i+1] + 2.*c[i]) / 3.);
|
|
vw = (c[i+1] - c[i]) / (3. * gap);
|
|
}
|
|
else
|
|
{
|
|
vy = 0;
|
|
vw = 0;
|
|
}
|
|
//printf("%3d: t%u [%14.11f %14.11f %14.11f %14.11f] gap %f | %d\n",i,spline->utc32[i],(vx),vy*1000*1000,vz*1000*1000*1000*1000,vw*1000*1000*1000*1000*1000*1000,gap,conv_unixtime(&tmp,spline->utc32[i]));
|
|
spline->dSplines[i][0] = vx, spline->dSplines[i][1] = vy, spline->dSplines[i][2] = vz, spline->dSplines[i][3] = vw;
|
|
spline->spline64[i][0] = dto64(vx), spline->spline64[i][1] = dto64(vy*1000*1000), spline->spline64[i][2] = dto64(vz*1000*1000*1000*1000), spline->spline64[i][3] = dto64(vw*1000*1000*1000*1000*1000*1000);
|
|
spline->spline32[i][0] = dto32(vx), spline->spline32[i][1] = dto32(vy*1000*1000), spline->spline32[i][2] = dto32(vz*1000*1000*1000*1000), spline->spline32[i][3] = dto32(vw*1000*1000*1000*1000*1000*1000);
|
|
gap32 = gap = spline->dispincr;
|
|
xval = spline->utc32[i] + gap;
|
|
lastval = vx;
|
|
while ( i < n-1 )
|
|
{
|
|
x = spline->firstx + ((xval - spline->utc32[0]) / spline->dispincr);
|
|
if ( x > dispwidth-1 ) x = dispwidth-1;
|
|
if ( x < 0 ) x = 0;
|
|
if ( (i < n-2 && gap > gaps[i] + spline->dispincr) )
|
|
break;
|
|
if ( i == n-2 && xval > spline->utc32[n-1] + MAX_LOOKAHEAD*spline->dispincr )
|
|
{
|
|
//printf("x.%d dispwidth.%d xval %f > utc[n-1] %f + %f\n",x,dispwidth,xval,utc[n-1],MAX_LOOKAHEAD*incr);
|
|
break;
|
|
}
|
|
if ( x >= 0 )
|
|
{
|
|
yval = _extrapolate_Spline(spline->dSplines[i],gap);
|
|
yval64 = _extrapolate_spline64(spline->spline64[i],gap32);
|
|
if ( (yval3 = stats_splineval(spline,gap32 + spline->utc32[i],MAX_LOOKAHEAD*spline->dispincr)) != 0 )
|
|
{
|
|
yval32 = _extrapolate_spline32(spline->spline32[i],gap32);
|
|
errsums[0] += fabs(yval - yval64), errsums[1] += fabs(yval - yval32), errsums[2] += fabs(yval - yval3), errcount++;
|
|
if ( fabs(yval - yval3) > SMALLVAL )
|
|
printf("(%.10f vs %.10f %.10f %.10f [%.16f %.16f %.16f]) ",yval,yval64,yval32,yval3, errsums[0]/errcount,errsums[1]/errcount,errsums[2]/errcount);
|
|
}
|
|
if ( yval > 5000. ) yval = 5000.;
|
|
else if ( yval < -5000. ) yval = -5000.;
|
|
if ( isnan(yval) == 0 )
|
|
{
|
|
outputs[x] = yval;
|
|
spline->lastval = outputs[x], spline->lastutc = xval;
|
|
if ( 1 && fabs(lastval) > SMALLVAL )
|
|
{
|
|
if ( lastval != 0 && outputs[x] != 0 )
|
|
{
|
|
if ( slopes != 0 )
|
|
slopes[x] = (outputs[x] - lastval), abssum += fabs(slopes[x]);
|
|
nonz++;
|
|
}
|
|
}
|
|
}
|
|
//else outputs[x] = 0.;
|
|
//printf("x.%-4d %d %f %f %f i%-4d: gap %9.6f %9.6f last %9.6f slope %9.6f | %9.1f [%9.1f %9.6f %9.6f %9.6f %9.6f]\n",x,firstx,xval,utc[0],incr,i,gap,yval,lastval,slopes[x],xval,utc[i+1],dSplines[i][0],dSplines[i][1]*1000*1000,dSplines[i][2]*1000*1000*1000*1000,dSplines[i][3]*1000*1000*1000*1000*1000*1000);
|
|
}
|
|
gap32 += spline->dispincr, gap += spline->dispincr, xval += spline->dispincr;
|
|
}
|
|
//double pred = (i>0) ? _extrapolate_Spline(dSplines[i-1],gaps[i-1]) : 0.;
|
|
//printf("%2d: w%8.1f [gap %f -> %9.6f | %9.6f %9.6f %9.6f %9.6f %9.6f]\n",i,weekinds[i],gap,pred,f[i],dSplines[i].x,1000000*dSplines[i].y,1000000*1000000*dSplines[i].z,1000000*1000000*1000*dSplines[i].w);
|
|
}
|
|
if ( nonz != 0 )
|
|
abssum /= nonz;
|
|
spline->aveslopeabs = abssum;
|
|
return(lastval);
|
|
}
|
|
|
|
int32_t stats_genspline(double output[2048],double slopes[2048],struct stats_spline *spline,int32_t splineid,char *name,uint32_t *utc32,double *splinevals,int32_t numsplines,double *refvals)
|
|
{
|
|
int32_t i; double origvals[MAX_SPLINES];
|
|
if ( numsplines > MAX_SPLINES )
|
|
{
|
|
printf("numsplines.%d > MAX_SPLINES.%d\n",numsplines,MAX_SPLINES);
|
|
return(-1);
|
|
}
|
|
memset(spline,0,sizeof(*spline)), memset(output,0,sizeof(*output)*2048), memset(slopes,0,sizeof(*slopes)*2048);
|
|
spline->dispincr = 3600, spline->basenum = splineid, strcpy(spline->name,name);
|
|
memcpy(origvals,splinevals,sizeof(*splinevals) * MAX_SPLINES);
|
|
spline->lastval = stats_calcspline(spline,output,slopes,2048,utc32,splinevals,numsplines);
|
|
if ( refvals != 0 )
|
|
{
|
|
for (i=0; i<spline->num; i++)
|
|
{
|
|
if ( i < spline->num )
|
|
{
|
|
if ( 0 && refvals[i] != 0 && output[i * 24] != refvals[i] )
|
|
printf("{%.8f != %.8f}.%d ",output[i * 24],refvals[i],i);
|
|
spline->pricevals[i] = output[i * 24];
|
|
}
|
|
}
|
|
}
|
|
//printf("spline.%s num.%d\n",name,spline->num);
|
|
return(spline->num);
|
|
}
|
|
|
|
void output_line(int32_t calclogflag,double ave,double *buf,int32_t n,int32_t color,uint32_t *bitmap,int32_t rowwidth,int32_t height)
|
|
{
|
|
double src[1024],dest[1024]; int32_t i;
|
|
memset(src,0,sizeof(src));
|
|
memset(dest,0,sizeof(dest));
|
|
if ( (1) )
|
|
{
|
|
for (i=0; i<1024; i++)
|
|
src[1023-i] = dest[1023-i] = buf[i];
|
|
smooth1024(dest,src,3);
|
|
for (i=0; i<1024; i++)
|
|
src[1023-i] = dest[i];
|
|
}
|
|
else
|
|
{
|
|
for (i=0; i<1024; i++)
|
|
src[i] = buf[i];
|
|
}
|
|
_output_line(calclogflag,ave,buf,src,1024,color,bitmap,rowwidth,height);
|
|
}
|
|
|
|
void stats_updatedisp(struct DEXstats_disp *disp,double price,double volume)
|
|
{
|
|
if ( price > SMALLVAL && volume > SMALLVAL )
|
|
{
|
|
disp->pricesum += (price * volume);
|
|
disp->volumesum += volume;
|
|
}
|
|
}
|
|
|
|
void stats_dispprices(struct DEXstats_disp *prices,int32_t leftdatenum,int32_t numdates,struct DEXstats_datenuminfo *date,char *dest,int32_t current_daysecond)
|
|
{
|
|
int32_t i,j,offset,datenum = date->datenum; struct DEXstats_pairinfo *pair; struct DEXstats_pricepoint *ptr; uint32_t timestamp,lefttimestamp,righttimestamp;
|
|
offset = datenum - leftdatenum;
|
|
lefttimestamp = OS_conv_datenum(leftdatenum,0,0,0);
|
|
righttimestamp = OS_conv_datenum(leftdatenum+numdates,0,0,0);
|
|
//printf("search dest.%s datenum.%d vs leftdatenum.%d numdates.%d offset.%d numpairs.%d\n",dest,datenum,leftdatenum,numdates,offset,date->numpairs);
|
|
for (i=0; i<date->numpairs; i++)
|
|
{
|
|
if ( strcmp(dest,date->pairs[i].dest) == 0 )
|
|
{
|
|
pair = &date->pairs[i];
|
|
//printf("found dest.(%s) numprices.%d\n",dest,pair->numprices);
|
|
for (j=0; j<pair->numprices; j++)
|
|
{
|
|
ptr = &pair->prices[j];
|
|
timestamp = OS_conv_datenum(date->datenum,ptr->hour,ptr->seconds/60,ptr->seconds%60);
|
|
timestamp += (24*3600 - current_daysecond);
|
|
offset = (timestamp - lefttimestamp) / (24*3600);
|
|
if ( offset >= 0 && offset < numdates )
|
|
{
|
|
//printf("found dest.(%s) numprices.%d offset.%d (%.8f %.6f)\n",dest,pair->numprices,offset,ptr->price,ptr->volume);
|
|
stats_updatedisp(&prices[offset],ptr->price,ptr->volume);
|
|
}
|
|
}
|
|
break;
|
|
}
|
|
}
|
|
}
|
|
|
|
#include "../../crypto777/jpeg/jinclude.h"
|
|
#include "../../crypto777/jpeg/jpeglib.h"
|
|
#include "../../crypto777/jpeg/jerror.h"
|
|
|
|
void gen_jpegfile(char *fname,int32_t quality,uint8_t *bitmap,int32_t width,int32_t height)
|
|
{
|
|
struct jpeg_compress_struct cinfo;
|
|
struct jpeg_error_mgr jerr;
|
|
FILE * outfile; /* target file */
|
|
JSAMPROW row_pointer[1]; /* pointer to JSAMPLE row[s] */
|
|
int row_stride; /* physical row width in image buffer */
|
|
cinfo.err = jpeg_std_error(&jerr);
|
|
jpeg_create_compress(&cinfo);
|
|
if ( (outfile= fopen(fname,"wb")) == NULL)
|
|
{
|
|
fprintf(stderr, "can't open %s\n", fname);
|
|
return;
|
|
}
|
|
jpeg_stdio_dest(&cinfo, outfile);
|
|
cinfo.image_width = width; /* image width and height, in pixels */
|
|
cinfo.image_height = height;
|
|
cinfo.input_components = 3; /* # of color components per pixel */
|
|
cinfo.in_color_space = JCS_RGB; /* colorspace of input image */
|
|
jpeg_set_defaults(&cinfo);
|
|
jpeg_set_quality(&cinfo, quality, TRUE /* limit to baseline-JPEG values */);
|
|
jpeg_start_compress(&cinfo, TRUE);
|
|
row_stride = width * 3; /* JSAMPLEs per row in image_buffer */
|
|
while (cinfo.next_scanline < cinfo.image_height)
|
|
{
|
|
row_pointer[0] = &bitmap[cinfo.next_scanline * row_stride];
|
|
(void) jpeg_write_scanlines(&cinfo, row_pointer, 1);
|
|
}
|
|
jpeg_finish_compress(&cinfo);
|
|
fclose(outfile);
|
|
jpeg_destroy_compress(&cinfo);
|
|
}
|
|
|
|
char *stats_prices(char *symbol,char *dest,struct DEXstats_disp *prices,int32_t leftdatenum,int32_t numdates)
|
|
{
|
|
int32_t i,j,n; struct DEXstats_priceinfo *pp; uint32_t *utc32,tmp,timestamp,lefttimestamp,righttimestamp; double *splinevals,total; char fname[1024]; cJSON *retjson,*array,*item;
|
|
timestamp = (uint32_t)time(NULL);
|
|
if ( Num_priceinfos >= sizeof(Prices)/sizeof(*Prices) )
|
|
return(0);
|
|
lefttimestamp = OS_conv_datenum(leftdatenum-1,0,0,0);
|
|
righttimestamp = OS_conv_datenum(leftdatenum+numdates,0,0,0);
|
|
for (i=0; i<Num_priceinfos; i++)
|
|
if ( strcmp(Prices[i].symbol,symbol) == 0 )
|
|
{
|
|
pp = &Prices[i];
|
|
for (j=0; j<=pp->numdates; j++)
|
|
{
|
|
timestamp = OS_conv_datenum(pp->firstdatenum+j,0,0,0);
|
|
if ( timestamp < lefttimestamp ) // can speed up by calculating offset 0
|
|
{
|
|
//printf("skip (%s) datenums %d %d %d\n",symbol,datenum,pp->firstdatenum,pp->firstdatenum+pp->numdates);
|
|
continue;
|
|
}
|
|
stats_dispprices(prices,leftdatenum,numdates,&pp->dates[j],dest,timestamp % (3600*24));
|
|
}
|
|
break;
|
|
}
|
|
tmp = OS_conv_datenum(leftdatenum,0,0,0);
|
|
utc32 = calloc(sizeof(*utc32),numdates);
|
|
splinevals = calloc(sizeof(*splinevals),numdates);
|
|
for (total=i=n=0; i<numdates; i++,tmp+=24*3600)
|
|
{
|
|
if ( prices[i].volumesum != 0. )
|
|
{
|
|
total += prices[i].volumesum;
|
|
splinevals[n] = (prices[i].pricesum / prices[i].volumesum);
|
|
utc32[n] = tmp;
|
|
//printf("offset.%d splineval %.8f t%u n.%d\n",i,splinevals[n],tmp,n);
|
|
n++;
|
|
}
|
|
}
|
|
retjson = cJSON_CreateObject();
|
|
jaddstr(retjson,"source",symbol);
|
|
jaddstr(retjson,"dest",dest);
|
|
jaddnum(retjson,"totalvolume",total);
|
|
jaddnum(retjson,"start",leftdatenum);
|
|
jaddnum(retjson,"numdates",numdates);
|
|
if ( n > 3 )
|
|
{
|
|
double output[2048],slopes[2048],sum = 0.; struct stats_spline spline; int32_t splineid = 0;
|
|
memset(&spline,0,sizeof(spline));
|
|
stats_genspline(output,slopes,&spline,splineid,"spline",utc32,splinevals,n,0);
|
|
array = cJSON_CreateArray();
|
|
for (i=0; i<n; i++)
|
|
{
|
|
item = cJSON_CreateArray();
|
|
jaddinum(item,utc32[i]);
|
|
jaddinum(item,splinevals[i]);
|
|
jaddi(array,item);
|
|
}
|
|
jadd(retjson,"splinevals",array);
|
|
array = cJSON_CreateArray();
|
|
for (i=0; i<2048; i++)
|
|
{
|
|
if ( output[i] == 0. )
|
|
break;
|
|
jaddinum(array,output[i]);
|
|
sum += output[i];
|
|
}
|
|
if ( i != 2048 )
|
|
i++;
|
|
sum /= i;
|
|
uint32_t val,height = 400,*bitmap = calloc(sizeof(*bitmap),height * numdates*24);
|
|
uint8_t red,green,blue,*tmpptr,*bytemap = calloc(sizeof(*bytemap),3 * height * numdates*24);
|
|
horizline(1,numdates*24,height,bitmap,sum,sum);
|
|
output_line(1,sum,output,i,0x00ff00,bitmap,numdates*24,height);
|
|
tmpptr = bytemap;
|
|
for (j=0; j<height*numdates*24; j++)
|
|
{
|
|
val = bitmap[j];
|
|
red = val & 0xff;
|
|
green = (val >> 8) & 0xff;
|
|
blue = (val >> 16) & 0xff;
|
|
*tmpptr++ = red;
|
|
*tmpptr++ = green;
|
|
*tmpptr++ = blue;
|
|
}
|
|
sprintf(fname,"%s/bitmaps/%s_%s.jpg",STATS_DESTDIR,symbol,dest), OS_portable_path(fname);
|
|
gen_jpegfile(fname,100,bytemap,numdates*24,height);
|
|
free(bitmap), free(bytemap);
|
|
jaddstr(retjson,"bitmap",fname);
|
|
jadd(retjson,"hourly",array);
|
|
jaddnum(retjson,"average",sum);
|
|
}
|
|
free(utc32);
|
|
free(splinevals);
|
|
return(jprint(retjson,1));
|
|
}
|
|
|
|
#ifndef FROM_MARKETMAKER
|
|
char *stats_JSON(cJSON *argjson,char *remoteaddr,uint16_t port)
|
|
{
|
|
char *method,*agent,*retstr,*source,*dest; struct tai T; uint32_t endtimestamp; struct DEXstats_disp prices[365]; int32_t leftdatenum,seconds,numdates;
|
|
if ( (method= jstr(argjson,"method")) == 0 )
|
|
return(clonestr("{\"error\":\"need method in request\"}"));
|
|
if ( (agent= jstr(argjson,"agent")) == 0 )
|
|
agent = "stats";
|
|
if ( strcmp(method,"bitmap") == 0 )
|
|
{
|
|
if ( (endtimestamp= juint(argjson,"endtimestamp")) == 0 )
|
|
endtimestamp = (uint32_t)time(NULL);
|
|
if ( (source= jstr(argjson,"source")) == 0 )
|
|
source = "KMD";
|
|
if ( (dest= jstr(argjson,"dest")) == 0 )
|
|
dest = "USD";
|
|
if ( (numdates= jint(argjson,"numdates")) <= 0 || numdates > 1024/24 )
|
|
numdates = 1024/24;
|
|
leftdatenum = OS_conv_unixtime(&T,&seconds,endtimestamp - numdates*24*3600);
|
|
printf("(%s/%s) endtimestamp.%u: leftdatenum.%d\n",source,dest,endtimestamp,leftdatenum);
|
|
memset(prices,0,sizeof(prices));
|
|
if ( (retstr= stats_prices(source,dest,prices,leftdatenum,numdates+1)) != 0 )
|
|
return(retstr);
|
|
}
|
|
return(clonestr(jprint(argjson,0)));
|
|
}
|
|
#endif
|
|
|
|
#endif /* DEXstats_h */
|
|
|