forked from deweylab/RSEM
-
Notifications
You must be signed in to change notification settings - Fork 0
/
RSPD.h
206 lines (168 loc) · 4.26 KB
/
RSPD.h
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
#ifndef RSPD_H_
#define RSPD_H_
#include<cstdio>
#include<cstring>
#include<cassert>
#include "utils.h"
#include "RefSeq.h"
#include "Refs.h"
#include "simul.h"
const int RSPD_DEFAULT_B = 20;
class RSPD {
public:
RSPD(bool estRSPD, int B = RSPD_DEFAULT_B) {
this->estRSPD = estRSPD;
this->B = B;
pdf = new double[B + 2];
cdf = new double[B + 2];
//set initial parameters
memset(pdf, 0, sizeof(double) * (B + 2)); // use B + 2 for evalCDF
memset(cdf, 0, sizeof(double) * (B + 2));
for (int i = 1; i <= B; i++) {
pdf[i] = 1.0 / B;
cdf[i] = i * 1.0 / B;
}
}
~RSPD() {
delete[] pdf;
delete[] cdf;
}
RSPD& operator=(const RSPD& rv);
void init();
//fpos starts from 0
void update(int fpos, int fullLen, double frac) {
assert(estRSPD);
if (fpos >= fullLen) return; // if out of range, do not use this hit
int i;
double a = fpos * 1.0 / fullLen;
double b;
for (i = ((long long)fpos) * B / fullLen + 1; i < (((long long)fpos + 1) * B - 1) / fullLen + 1; i++) {
b = i * 1.0 / B;
pdf[i] += (b - a) * fullLen * frac;
a = b;
}
b = (fpos + 1.0) / fullLen;
pdf[i] += (b - a) * fullLen * frac;
}
void finish();
double evalCDF(int fpos, int fullLen) {
int i = ((long long)fpos) * B / fullLen;
double val = fpos * 1.0 / fullLen * B;
return cdf[i] + (val - i) * pdf[i + 1];
}
double getAdjustedProb(int fpos, int effL, int fullLen) {
assert(fpos >= 0 && fpos < fullLen && effL <= fullLen);
if (!estRSPD) return 1.0 / effL;
double denom = evalCDF(effL, fullLen);
return (denom >= EPSILON ? (evalCDF(fpos + 1, fullLen) - evalCDF(fpos, fullLen)) / denom : 0.0) ;
}
void collect(const RSPD&);
void read(FILE*);
void write(FILE*);
void startSimulation(int, Refs*);
int simulate(simul*, int, int);
void finishSimulation();
private:
bool estRSPD;
int B; // number of bins
double *pdf, *cdf;
int M;
double **rspdDists;
};
RSPD& RSPD::operator=(const RSPD& rv) {
if (this == &rv) return *this;
if (B != rv.B) {
delete[] pdf;
delete[] cdf;
pdf = new double[rv.B + 2];
cdf = new double[rv.B + 2];
}
B = rv.B;
memcpy(pdf, rv.pdf, sizeof(double) * (B + 2));
memcpy(cdf, rv.cdf, sizeof(double) * (B + 2));
return *this;
}
void RSPD::init() {
assert(estRSPD);
memset(pdf, 0, sizeof(double) * (B + 2));
memset(cdf, 0, sizeof(double) * (B + 2));
}
void RSPD::finish() {
double sum = 0.0;
assert(estRSPD);
for (int i = 1; i <= B; i++) {
sum += pdf[i];
}
for (int i = 1; i <= B; i++) {
pdf[i] /= sum;
cdf[i] = cdf[i - 1] + pdf[i];
}
}
void RSPD::collect(const RSPD& o) {
assert(estRSPD);
for (int i = 1; i <= B; i++) {
pdf[i] += o.pdf[i];
}
}
void RSPD::read(FILE *fi) {
//release default space first
delete[] pdf;
delete[] cdf;
int val;
assert(fscanf(fi, "%d", &val) == 1);
estRSPD = (val != 0);
if (estRSPD) {
assert(fscanf(fi, "%d", &B) == 1);
pdf = new double[B + 2];
cdf = new double[B + 2];
memset(pdf, 0, sizeof(double) * (B + 2));
memset(cdf, 0, sizeof(double) * (B + 2));
for (int i = 1; i <= B; i++) {
assert(fscanf(fi, "%lf", &pdf[i]) == 1);
cdf[i] = cdf[i - 1] + pdf[i];
}
}
else {
B = RSPD_DEFAULT_B;
pdf = new double[B + 2];
cdf = new double[B + 2];
memset(pdf, 0, sizeof(double) * (B + 2));
memset(cdf, 0, sizeof(double) * (B + 2));
for (int i = 1; i <= B; i++) {
pdf[i] = 1.0 / B;
cdf[i] = i * 1.0 / B;
}
}
}
void RSPD::write(FILE *fo) {
fprintf(fo, "%d\n", estRSPD);
if (estRSPD) {
fprintf(fo, "%d\n", B);
for (int i = 1; i < B; i++) {
fprintf(fo, "%.10g ", pdf[i]);
}
fprintf(fo, "%.10g\n", pdf[B]);
}
}
void RSPD::startSimulation(int M, Refs* refs) {
if (!estRSPD) return;
this->M = M;
rspdDists = new double*[M + 1];
rspdDists[0] = NULL;
for (int i = 1; i <= M; i++) {
int fullLen = refs->getRef(i).getFullLen();
rspdDists[i] = new double[fullLen];
memset(rspdDists[i], 0, sizeof(double) * fullLen);
for (int j = 0; j < fullLen; j++) rspdDists[i][j] = evalCDF(j + 1, fullLen);
}
}
int RSPD::simulate(simul *sampler, int sid, int effL) {
if (estRSPD) return (rspdDists[sid][effL - 1] > 0.0 ? sampler->sample(rspdDists[sid], effL) : -1);
return int(sampler->random() * effL);
}
void RSPD::finishSimulation() {
if (!estRSPD) return;
for (int i = 1; i <= M; i++) delete[] rspdDists[i];
delete[] rspdDists;
}
#endif /* RSPD_H_ */