#include #include #include #include #include #include #include #include #include #include "common.h" using namespace std; ///* For general OCC_INTERVAL, the following is correct: #define bwt_bwt(b, k) ((b)->bwt[(k) / OCC_INTERVAL * (OCC_INTERVAL / (sizeof(uint32_t) * 8 / 2) + sizeof(bwtint_t) / 4 * 4) + sizeof(bwtint_t) / 4 * 4 + (k) % OCC_INTERVAL / 16]) #define bwt_occ_intv(b, k) ((b)->bwt + (k) / OCC_INTERVAL * (OCC_INTERVAL / (sizeof(uint32_t) * 8 / 2) + sizeof(bwtint_t) / 4 * 4)) //*/ // The following two lines are ONLY correct when OCC_INTERVAL==0x80 // #define bwt_bwt(b, k) ((b)->bwt[((k) >> 7 << 4) + sizeof(bwtint_t) + (((k) & 0x7f) >> 4)]) // #define bwt_occ_intv(b, k) ((b)->bwt + ((k) >> 7 << 4)) /* retrieve a character from the $-removed BWT string. Note that * bwt_t::bwt is not exactly the BWT string and therefore this macro is * called bwt_B0 instead of bwt_B */ #define bwt_B0(b, k) (bwt_bwt(b, k) >> ((~(k) & 0xf) << 1) & 3) #define bwt_set_intv(bwt, c, ik) ((ik).x[0] = (bwt)->L2[(int)(c)] + 1, (ik).x[2] = (bwt)->L2[(int)(c) + 1] - (bwt)->L2[(int)(c)], (ik).x[1] = (bwt)->L2[3 - (c)] + 1, (ik).info = 0) #define __occ_aux4(bwt, b) \ ((bwt)->cnt_table[(b) & 0xff] + (bwt)->cnt_table[(b) >> 8 & 0xff] + (bwt)->cnt_table[(b) >> 16 & 0xff] + (bwt)->cnt_table[(b) >> 24]) const char BASE[4] = {'A', 'C', 'G', 'T'}; // base转成2bit值 inline int bval(char b) { if (b == 'A') return 0; if (b == 'C') return 1; if (b == 'G') return 2; if (b == 'T') return 3; return 4; } // 互补碱基值 inline int cbval(char b) { return 3 - bval(b); } struct bwtintv_t { bwtint_t x[3], info; // x[0]表示正链位置,x[1]表示互补链位置,x[2]表示间隔长度,info 表示read的起始结束位置 }; // 原始fm-index结构 struct bwt_t { bwtint_t primary; // S^{-1}(0), or the primary index of BWT bwtint_t L2[5]; // C(), cumulative count bwtint_t seq_len; // sequence length bwtint_t bwt_size; // size of bwt, about seq_len/4 uint32_t *bwt; // BWT // occurance array, separated to two parts uint32_t cnt_table[256]; // suffix array int sa_intv; bwtint_t n_sa; uint8_t *sa; }; // fm-index, twice calc in one memory access struct FMTIndex { bwtint_t primary; // S^{-1}(0), or the primary index of BWT bwtint_t sec_primary; // second primary line bwtint_t L2[5]; // C(), cumulative count bwtint_t seq_len; // sequence length bwtint_t bwt_size; // size of bwt, about seq_len/4 uint32_t *bwt; // BWT // occurance array, separated to two parts uint32_t cnt_table[5][256]; // 4对应原来的cnt_table,0,1,2,3,分别对应该碱基的扩展 int sec_bcp; // base couple for sec primary line, AA=>0, AC=>1 ... TT=>15 int first_base; // 序列的第一个碱基2bit的int类型,0,1,2,3 int last_base; // dollar转换成的base // suffix array int sa_intv; bwtint_t n_sa; uint8_t *sa; }; void _err_fatal_simple_core(const char *func, const char *msg) { fprintf(stderr, "[%s] %s Abort!\n", func, msg); abort(); } // 读取最原始的bwt, static bwtint_t fread_fix(FILE *fp, bwtint_t size, void *a) { // Mac/Darwin has a bug when reading data longer than 2GB. This function fixes this issue by reading data in small chunks const int bufsize = 0x1000000; // 16M block bwtint_t offset = 0; while (size) { int x = bufsize < size ? bufsize : size; if ((x = fread((uint8_t *)a + offset, 1, x, fp)) == 0) break; size -= x; offset += x; } return offset; } // 求反向互补序列 string calc_reverse_seq(string &seq) { string rseq(seq.size(), '0'); for (int i = 0; i < seq.size(); ++i) { if (seq[i] == 'A') rseq[i] = 'T'; else if (seq[i] == 'C') rseq[i] = 'G'; else if (seq[i] == 'G') rseq[i] = 'C'; else if (seq[i] == 'T') rseq[i] = 'A'; } std::reverse(rseq.begin(), rseq.end()); return rseq; } static inline int __occ_aux(uint64_t y, int c) { // reduce nucleotide counting to bits counting y = ((c & 2) ? y : ~y) >> 1 & ((c & 1) ? y : ~y) & 0x5555555555555555ull; // count the number of 1s in y y = (y & 0x3333333333333333ull) + (y >> 2 & 0x3333333333333333ull); return ((y + (y >> 4)) & 0xf0f0f0f0f0f0f0full) * 0x101010101010101ull >> 56; } // k行(包含)之前,碱基c的累计总数, interval大于等于32才能正确计算 bwtint_t bwt_occ(const bwt_t *bwt, bwtint_t k, uint8_t c) { bwtint_t n; uint32_t *p, *end; if (k == bwt->seq_len) return bwt->L2[c + 1] - bwt->L2[c]; if (k == (bwtint_t)(-1)) return 0; k -= (k >= bwt->primary); // because $ is not in bwt // retrieve Occ at k/OCC_INTERVAL n = ((bwtint_t *)(p = bwt_occ_intv(bwt, k)))[c]; // cout << "bwt_occ - 1: " << (int)c << '\t' << k << '\t' << n << endl; p += sizeof(bwtint_t); // jump to the start of the first BWT cell // calculate Occ up to the last k/32 end = p + (((k >> 5) - ((k & ~OCC_INTV_MASK) >> 5)) << 1); for (; p < end; p += 2) n += __occ_aux((uint64_t)p[0] << 32 | p[1], c); //cout << "bwt_occ - 2: " << (int)c << '\t' << k << '\t' << n << endl; // calculate Occ n += __occ_aux(((uint64_t)p[0] << 32 | p[1]) & ~((1ull << ((~k & 31) << 1)) - 1), c); if (c == 0) n -= ~k & 31; // corrected for the masked bits //cout << "bwt_occ - 3: " << (int)c << '\t' << k << '\t' << n << endl; return n; } // 这里的k是bwt矩阵里的行,比bwt字符串多1 void bwt_occ4(const bwt_t *bwt, bwtint_t k, bwtint_t cnt[4]) { bwtint_t x; uint32_t *p, tmp, *end; if (k == (bwtint_t)(-1)) { memset(cnt, 0, 4 * sizeof(bwtint_t)); return; } k -= (k >= bwt->primary); // because $ is not in bwt p = bwt_occ_intv(bwt, k); memcpy(cnt, p, 4 * sizeof(bwtint_t)); p += sizeof(bwtint_t); // sizeof(bwtint_t) = 4*(sizeof(bwtint_t)/sizeof(uint32_t)) end = p + ((k >> 4) - ((k & ~OCC_INTV_MASK) >> 4)); // this is the end point of the following loop for (x = 0; p < end; ++p) x += __occ_aux4(bwt, *p); tmp = *p & ~((1U << ((~k & 15) << 1)) - 1); x += __occ_aux4(bwt, tmp) - (~k & 15); // 这里多算了A,要减去 cnt[0] += x & 0xff; cnt[1] += x >> 8 & 0xff; cnt[2] += x >> 16 & 0xff; cnt[3] += x >> 24; } // 创建bwt矩阵 void create_bwt_mtx(string &seq) { cout << "seq size: " << seq.size() + 1 << endl; string sarr[seq.size() + 1]; sarr[0] = seq + '$'; for (int i = 1; i < sarr[0].size(); ++i) { sarr[i] = sarr[0].substr(i) + sarr[0].substr(0, i); } std::sort(sarr, sarr + seq.size() + 1); // bwt matrix for (int i = 0; i < sarr[0].size(); ++i) { // cout << i << ' ' << sarr[i] << endl; cout << sarr[i] << endl; } // cout << "bwt string" << endl; // for (int i = 0; i < sarr[0].size(); ++i) // { // cout << sarr[i].back(); // } // cout << endl; // // cout << "pre bwt string" << endl; // for (int i = 0; i < sarr[0].size(); ++i) // { // cout << sarr[i][sarr[0].size() - 2]; // } // cout << endl; } // 计算一个字节构成的A,T,C,G序列,对应的每个碱基的个数,因为最多有4个相同的碱基,所以每次左移3位就行 void bwt_gen_cnt_table(bwt_t *bwt) { int i, j; for (i = 0; i != 256; ++i) { uint32_t x = 0; for (j = 0; j != 4; ++j) x |= (((i & 3) == j) + ((i >> 2 & 3) == j) + ((i >> 4 & 3) == j) + (i >> 6 == j)) << (j << 3); bwt->cnt_table[i] = x; } } // fmt-index的count table void fmt_gen_cnt_table(FMTIndex *fmt) { int i, j, k; for (i = 0; i != 256; ++i) // 遍历单个字节的各种情况 { uint32_t x = 0; for (j = 0; j != 4; ++j) // 一个字节有8位,每个碱基是2位,所以一个字节包含4个碱基,从右向左数,第一个和第三个碱基数据bwt,第二个和第四个是对应的pre-bwt x |= (((i & 3) == j) + ((i >> 4 & 3) == j)) << (j << 3); // 高位存pre-bwt,挨着存bwt,一一对应 fmt->cnt_table[4][i] = x; // 保存单个字节中bwt碱基个数,每8位对应一个碱基的个数,从左到右依次是TGCA for (k = 0; k < 4;++k) // bwt碱基 { x = 0; // for [A,C,G,T][A,C,G,T] for (j = 0; j != 4; ++j) // pre-bwt碱基 x |= (((i >> 6 & 3) == j && (i >> 4 & 3) == k) + ((i >> 2 & 3) == j && (i & 3) == k)) << (j << 3); fmt->cnt_table[k][i] = x; } } } void print_base_uint32(uint32_t p) { for (int i = 30; i > 0; i -= 4) { int b1 = p >> i & 3; int b2 = p >> (i - 2) & 3; cout << BASE[b1] << BASE[b2] << endl; } } // 解析两bit碱基序列 bwt_t *restore_bwt_str(const char *fn) { bwt_t *bwt; bwt = (bwt_t *)calloc(1, sizeof(bwt_t)); FILE *fp = fopen(fn, "rb"); char *buf; fseek(fp, 0, SEEK_END); bwt->bwt_size = (ftell(fp) - sizeof(bwtint_t) * 5) >> 2; // 以32位word为单位计算的size bwt->bwt = (uint32_t *)calloc(bwt->bwt_size, 4); fseek(fp, 0, SEEK_SET); fread(&bwt->primary, sizeof(bwtint_t), 1, fp); fread(bwt->L2 + 1, sizeof(bwtint_t), 4, fp); fread_fix(fp, bwt->bwt_size << 2, bwt->bwt); bwt->seq_len = bwt->L2[4]; // buf = (char *)calloc(bwt->seq_len + 1, 1); // for (bwtint_t i = 0; i < bwt->seq_len; ++i) // { // buf[i] = BASE[bwt->bwt[i >> 4] >> ((15 - (i & 15)) << 1) & 3]; // cout << buf[i]; // } // cout << endl; fclose(fp); bwt_gen_cnt_table(bwt); // 字节所能表示的各种碱基组合中,各个碱基的累积数量 return bwt; } // 根据原始的字符串bwt创建interval-bwt void create_interval_occ_bwt(bwt_t *bwt) { bwtint_t i, k, c[4], n_occ; uint32_t *buf; n_occ = (bwt->seq_len + OCC_INTERVAL - 1) / OCC_INTERVAL + 1; bwt->bwt_size += n_occ * sizeof(bwtint_t); // the new size buf = (uint32_t *)calloc(bwt->bwt_size, 4); // will be the new bwt c[0] = c[1] = c[2] = c[3] = 0; // 计算occ,生成naive bwt for (i = k = 0; i < bwt->seq_len; ++i) { // cout << i << '\t'; // cout << c[0] << ' ' << c[1] << ' ' << c[2] << ' ' << c[3] << endl; if (i % OCC_INTERVAL == 0) { memcpy(buf + k, c, sizeof(bwtint_t) * 4); k += sizeof(bwtint_t); // in fact: sizeof(bwtint_t)=4*(sizeof(bwtint_t)/4) 每个c包含多少个32位 // cout << "i: " << i << "\tc: " << c[0] << '\t' << c[1] << '\t' << c[2] << '\t' << c[3] << endl; } if (i % 16 == 0) buf[k++] = bwt->bwt[i / 16]; // 16 == sizeof(uint32_t)/2, 2个bit表示一个碱基 ++c[bwt_B00(bwt, i)]; } // the last element // cout << c[0] << '\t' << c[1] << '\t' << c[2] << '\t' << c[3] << endl; memcpy(buf + k, c, sizeof(bwtint_t) * 4); xassert(k + sizeof(bwtint_t) == bwt->bwt_size, "inconsistent bwt_size"); // update bwt free(bwt->bwt); bwt->bwt = buf; } // 根据interval-bwt创建fmt-index FMTIndex *create_fmt_from_bwt(bwt_t *bwt) { FILE *fmt_out = fopen("fmt.txt", "w"); FMTIndex *fmt = (FMTIndex *)calloc(1, sizeof(FMTIndex)); fmt_gen_cnt_table(fmt); bwtint_t i, j, k, m, n, n_occ, cnt[4], cnt2[4]; uint32_t c[4], c2[16] /*保存AA..TT*/; uint32_t *buf; fmt->seq_len = bwt->seq_len; for (i = 0; i < 5; ++i) fmt->L2[i] = bwt->L2[i]; fmt->primary = bwt->primary; n_occ = (bwt->seq_len + OCC_INTERVAL - 1) / OCC_INTERVAL + 1; // check point 个数 fmt->bwt_size = (fmt->seq_len * 2 + 15) >> 4; // 要保存最后两列碱基 fmt->bwt_size += n_occ * 20; // A,C,G,T和AA,AC.....TG,TT共20个 buf = (uint32_t *)calloc(fmt->bwt_size, 4); // 开辟计算fmt用到的缓存 c[0] = c[1] = c[2] = c[3] = 0; // 首行的c2,应该是对应的ACGT对应的行,减去1的occ for (i = 0; i < 4; ++i) { bwtint_t before_first_line = fmt->L2[i]; bwt_occ4(bwt, before_first_line, cnt); for (j = i * 4, k = 0; k < 4; ++j, ++k) c2[j] = cnt[k]; // cout << "start: " << BASE[i] << " line: " << before_first_line << " occ: " << cnt[0] << '\t' << cnt[1] << '\t' << cnt[2] << '\t' << cnt[3] << endl; } // cout << "c2: "; // for (m = 0; m < 16; ++m) // cout << c2[m] << ' '; // cout << endl; // k表示buf存储的偏移量 for (i = k = 0; i < bwt->seq_len; ++i) { // 记录occ if (i % OCC_INTERVAL == 0) { memcpy(buf + k, c, sizeof(uint32_t) * 4); // 保存occ k += 4; memcpy(buf + k, c2, sizeof(uint32_t) * 16); // 二次计算的occ k += 16; } // 每个32位整数保存8个倒数第二列碱基和8个倒数第一列(bwt)碱基 if (i % 16 == 0) // 每个32位整数可以包含16个碱基,每次需要处理16个碱基,也就是间隔最小可以设置为16 { uint32_t bwt_16_seq = bwt->bwt[i / 16]; uint32_t pre_bwt_16_seq = 0; uint32_t *bwt_addr = bwt_occ_intv(bwt, i) + 8; // bwt字符串i对应的基准行 int offset = (i % OCC_INTERVAL) / 16; bwt_16_seq = *(bwt_addr + offset); for (j = 0; j < 16; ++j) { bwtint_t cur_line = i + j; if (cur_line < bwt->seq_len) // 因为bwt序列里除去了$符号,所以bwt序列个数比原版bwt少1 { uint8_t bwt_base = bwt_B0(bwt, cur_line); // 对应行的bwt的碱基 // 先求出该碱基对应在第一列的行 if (cur_line >= bwt->primary) // 因为bwt序列里除去了$符号,所以,超过$所在行之后,对应的seq位置应该加一,才是真正对应的行 cur_line += 1; bwtint_t origin_base_line = bwt->L2[bwt_base] + 1 + bwt_occ(bwt, cur_line - 1, bwt_base); // bwt矩阵行 bwtint_t base_line = origin_base_line; if (base_line >= bwt->primary) // base_line表示在bwt字符中的位置,所以超出$为最尾所在行之后,要减掉1 base_line -= 1; // bwt碱基序列行(不包含$) uint32_t pre_bwt_base = bwt_B0(bwt, base_line); // bwt列碱基对应的前一个碱基 if (origin_base_line == bwt->primary) { // 计算sec_bcp fmt->sec_bcp = pre_bwt_base << 2 | bwt_base; // 因为把$当成A处理了 fmt->sec_primary = cur_line; fmt->first_base = bwt_base; fmt->last_base = pre_bwt_base; } // 暂存 pre_bwt_16_seq = pre_bwt_16_seq | (pre_bwt_base << (15-j)*2); if (base_line >= bwt->primary) base_line += 1; // bwt矩阵行 bwtint_t pre_base_line = bwt->L2[pre_bwt_base] + 1 + bwt_occ(bwt, base_line - 1, pre_bwt_base); // 获取c bwt_occ4(bwt, cur_line, cnt); for (m = 0; m < 4; ++m) { c[m] = (uint32_t)cnt[m]; // 碱基m在cur_line(包含)之前的累积值 } // 求出c2 cnt[bwt_base] -= 1; // 得到cur_line(不包含)之前的累积量 // bwtint_t m_first_line = bwt->L2[bwt_base] + cnt[bwt_base]; // 该bwt_base对应的在bwt矩阵中行的前一行 // bwt_occ4(bwt, m_first_line, cnt2); // for (n = 0; n < 4; ++n) // 只计算bwt_base对应的二级occ,其他用之前的值 // { // int c2_idx = bwt_base << 2 | n; // c2[c2_idx] = (uint32_t)cnt2[n]; // } for (m = 0; m < 4; ++m) { bwtint_t m_first_line = -1; // if (m == bwt_base || cnt[m] > 0) if (m == bwt_base) { m_first_line = bwt->L2[m] + 1 + cnt[m]; // m是否与bwt_base相同,这里需要想清楚,情况不一样的 if (m_first_line >= bwt->seq_len) m_first_line = bwt->seq_len; // cout << cur_line << '\t' << BASE[m] << '\t' << m_first_line << endl; bwt_occ4(bwt, m_first_line, cnt2); for (n = 0; n < 4; ++n) { int c2_idx = m << 2 | n; c2[c2_idx] = (uint32_t)cnt2[n]; } } } cnt[bwt_base] += 1; // cur_line(包含)之前 // cout << cur_line << '\t' // << base_line << '\t' // << pre_base_line << '\t' // << BASE[pre_bwt_base] << '\t' // << BASE[bwt_base] << '\t' // << cnt[0] << ' ' << cnt[1] << ' ' << cnt[2] << ' ' << cnt[3] << "\t\t"; // for (m = 0; m < 16; ++m) // cout << c2[m] << ' '; // cout << endl; // for (m = 0; m < 16; ++m) // fprintf(fmt_out, "%-4d", c2[m]); // fprintf(fmt_out, "\n"); } else break; } //print_base_uint32(pre_bwt_16_seq); //cout << endl; //print_base_uint32(bwt_16_seq); // 保存bwt和pre_bwt uint32_t tmp_seq = 0; tmp_seq = (((pre_bwt_16_seq & (3 << 30)) >> 0) | ((bwt_16_seq & (3 << 30)) >> 2)) | (((pre_bwt_16_seq & (3 << 28)) >> 2) | ((bwt_16_seq & (3 << 28)) >> 4)) | (((pre_bwt_16_seq & (3 << 26)) >> 4) | ((bwt_16_seq & (3 << 26)) >> 6)) | (((pre_bwt_16_seq & (3 << 24)) >> 6) | ((bwt_16_seq & (3 << 24)) >> 8)) | (((pre_bwt_16_seq & (3 << 22)) >> 8) | ((bwt_16_seq & (3 << 22)) >> 10)) | (((pre_bwt_16_seq & (3 << 20)) >> 10) | ((bwt_16_seq & (3 << 20)) >> 12)) | (((pre_bwt_16_seq & (3 << 18)) >> 12) | ((bwt_16_seq & (3 << 18)) >> 14)) | (((pre_bwt_16_seq & (3 << 16)) >> 14) | ((bwt_16_seq & (3 << 16)) >> 16)); buf[k++] = tmp_seq; //cout << i << endl; //print_base_uint32(tmp_seq); if (j > 8) { // cout << "j: " << j << endl; tmp_seq = (((pre_bwt_16_seq & (3 << 14)) << 16) | ((bwt_16_seq & (3 << 14)) << 14)) | (((pre_bwt_16_seq & (3 << 12)) << 14) | ((bwt_16_seq & (3 << 12)) << 12)) | (((pre_bwt_16_seq & (3 << 10)) << 12) | ((bwt_16_seq & (3 << 10)) << 10)) | (((pre_bwt_16_seq & (3 << 8)) << 10) | ((bwt_16_seq & (3 << 8)) << 8)) | (((pre_bwt_16_seq & (3 << 6)) << 8) | ((bwt_16_seq & (3 << 6)) << 6)) | (((pre_bwt_16_seq & (3 << 4)) << 6) | ((bwt_16_seq & (3 << 4)) << 4)) | (((pre_bwt_16_seq & (3 << 2)) << 4) | ((bwt_16_seq & (3 << 2)) << 2)) | (((pre_bwt_16_seq & (3 << 0)) << 2) | ((bwt_16_seq & (3 << 0)) << 0)); buf[k++] = tmp_seq; //print_base_uint32(tmp_seq); } } } // the last element // cout << c[0] << '\t' << c[1] << '\t' << c[2] << '\t' << c[3] << endl; memcpy(buf + k, c, sizeof(uint32_t) * 4); k += 4; memcpy(buf + k, c2, sizeof(uint32_t) * 16); k += 16; // cout << "n occ: " << n_occ << endl; // cout << "size: " << k << '\t' << fmt->bwt_size << endl; xassert(k == fmt->bwt_size, "inconsistent bwt_size"); // update fmt fmt->bwt = buf; return fmt; } // an analogy to bwt_occ4() but more efficient, requiring k <= l void bwt_2occ4(const bwt_t *bwt, bwtint_t k, bwtint_t l, bwtint_t cntk[4], bwtint_t cntl[4]) { bwtint_t _k, _l; _k = k - (k >= bwt->primary); _l = l - (l >= bwt->primary); if (_l >> OCC_INTV_SHIFT != _k >> OCC_INTV_SHIFT || k == (bwtint_t)(-1) || l == (bwtint_t)(-1)) { bwt_occ4(bwt, k, cntk); bwt_occ4(bwt, l, cntl); } else { bwtint_t x, y; uint32_t *p, tmp, *endk, *endl; k -= (k >= bwt->primary); // because $ is not in bwt l -= (l >= bwt->primary); p = bwt_occ_intv(bwt, k); memcpy(cntk, p, 4 * sizeof(bwtint_t)); p += sizeof(bwtint_t); // sizeof(bwtint_t) = 4*(sizeof(bwtint_t)/sizeof(uint32_t)) // prepare cntk[] endk = p + ((k >> 4) - ((k & ~OCC_INTV_MASK) >> 4)); endl = p + ((l >> 4) - ((l & ~OCC_INTV_MASK) >> 4)); for (x = 0; p < endk; ++p) x += __occ_aux4(bwt, *p); y = x; tmp = *p & ~((1U << ((~k & 15) << 1)) - 1); x += __occ_aux4(bwt, tmp) - (~k & 15); // calculate cntl[] and finalize cntk[] for (; p < endl; ++p) y += __occ_aux4(bwt, *p); tmp = *p & ~((1U << ((~l & 15) << 1)) - 1); y += __occ_aux4(bwt, tmp) - (~l & 15); memcpy(cntl, cntk, 4 * sizeof(bwtint_t)); cntk[0] += x & 0xff; cntk[1] += x >> 8 & 0xff; cntk[2] += x >> 16 & 0xff; cntk[3] += x >> 24; cntl[0] += y & 0xff; cntl[1] += y >> 8 & 0xff; cntl[2] += y >> 16 & 0xff; cntl[3] += y >> 24; } } void bwt_extend(const bwt_t *bwt, const bwtintv_t *ik, bwtintv_t ok[4], int is_back) { bwtint_t tk[4], tl[4]; int i; bwt_2occ4(bwt, ik->x[!is_back] - 1, ik->x[!is_back] - 1 + ik->x[2], tk, tl); // tk表示在k行之前所有各个碱基累积出现次数,tl表示在l行之前的累积 // 这里是反向扩展 for (i = 0; i != 4; ++i) { ok[i].x[!is_back] = bwt->L2[i] + 1 + tk[i]; // 起始行位置,互补链 ok[i].x[2] = tl[i] - tk[i]; // 间隔 } // 因为计算的是互补碱基,所以3对应着0,2对应1,下边是正向扩展 ok[3].x[is_back] = ik->x[is_back] + (ik->x[!is_back] <= bwt->primary && ik->x[!is_back] + ik->x[2] - 1 >= bwt->primary); ok[2].x[is_back] = ok[3].x[is_back] + ok[3].x[2]; ok[1].x[is_back] = ok[2].x[is_back] + ok[2].x[2]; ok[0].x[is_back] = ok[1].x[is_back] + ok[1].x[2]; } // 利用bwt搜索seed,完整搜索,只需要单向搜索 void bwt_search(bwt_t *bwt, const string &q) { bwtintv_t ik, ok[4]; int i, j, c, x = 0; bwt_set_intv(bwt, bval(q[x]), ik); ik.info = x + 1; cout << ik.x[0] << '\t' << ik.x[1] << '\t' << ik.x[2] << endl; for (i = x + 1; i < q.size(); ++i) { if (bval(q[i]) < 4) { c = cbval(q[i]); bwt_extend(bwt, &ik, ok, 0); ik = ok[c]; ik.info = i + 1; cout << "bwt-1: " << ik.x[0] << '\t' << ik.x[1] << '\t' << ik.x[2] << endl; } } } // 扩展两次 void bwt_extend2(const bwt_t *bwt, bwtintv_t *ik, bwtintv_t ok[4], int is_back, int c1) { bwtint_t tk[4], tl[4]; int i; bwt_2occ4(bwt, ik->x[!is_back] - 1, ik->x[!is_back] - 1 + ik->x[2], tk, tl); // tk表示在k行之前所有各个碱基累积出现次数,tl表示在l行之前的累积 // 这里是反向扩展 for (i = 0; i != 4; ++i) { ok[i].x[!is_back] = bwt->L2[i] + 1 + tk[i]; // 起始行位置,互补链 ok[i].x[2] = tl[i] - tk[i]; // 间隔 } // 因为计算的是互补碱基,所以3对应着0,2对应1,下边是正向扩展 ok[3].x[is_back] = ik->x[is_back] + (ik->x[!is_back] <= bwt->primary && ik->x[!is_back] + ik->x[2] - 1 >= bwt->primary); ok[2].x[is_back] = ok[3].x[is_back] + ok[3].x[2]; ok[1].x[is_back] = ok[2].x[is_back] + ok[2].x[2]; ok[0].x[is_back] = ok[1].x[is_back] + ok[1].x[2]; *ik = ok[c1]; bwt_2occ4(bwt, ik->x[!is_back] - 1, ik->x[!is_back] - 1 + ik->x[2], tk, tl); for (i = 0; i != 4; ++i) { ok[i].x[!is_back] = bwt->L2[i] + 1 + tk[i]; // 起始行位置,互补链 ok[i].x[2] = tl[i] - tk[i]; // 间隔 } // 因为计算的是互补碱基,所以3对应着0,2对应1,下边是正向扩展 ok[3].x[is_back] = ik->x[is_back] + (ik->x[!is_back] <= bwt->primary && ik->x[!is_back] + ik->x[2] - 1 >= bwt->primary); ok[2].x[is_back] = ok[3].x[is_back] + ok[3].x[2]; ok[1].x[is_back] = ok[2].x[is_back] + ok[2].x[2]; ok[0].x[is_back] = ok[1].x[is_back] + ok[1].x[2]; } void bwt_search2(bwt_t *bwt, const string &q) { bwtintv_t ik, ok[4]; int i, j, c1, c2, x = 0; bwt_set_intv(bwt, bval(q[x]), ik); ik.info = x + 1; cout << ik.x[0] << '\t' << ik.x[1] << '\t' << ik.x[2] << endl; for (i = x + 1; i + 1 < q.size(); i += 2) { if (bval(q[i]) < 4 && bval(q[i+1]) < 4) { c1 = cbval(q[i]); c2 = cbval(q[i + 1]); bwt_extend2(bwt, &ik, ok, 0, c1); ik = ok[c2]; ik.info = i + 1; cout << "bwt-2: " << ik.x[0] << '\t' << ik.x[1] << '\t' << ik.x[2] << endl; } else { break; } } if (i < q.size() && bval(q[i]) < 4) { // 最后一次扩展 c1 = cbval(q[i]); bwt_extend(bwt, &ik, ok, 0); ik = ok[c1]; ik.info = i + 1; cout << "bwt-2: " << ik.x[0] << '\t' << ik.x[1] << '\t' << ik.x[2] << endl; } } #define fmt_set_intv(fmt, c, ik) ((ik).x[0] = (fmt)->L2[(int)(c)] + 1, (ik).x[2] = (fmt)->L2[(int)(c) + 1] - (fmt)->L2[(int)(c)], (ik).x[1] = (fmt)->L2[3 - (c)] + 1, (ik).info = 0) #define fmt_occ_intv(b, k) ((b)->bwt + (k) / OCC_INTERVAL * (OCC_INTERVAL / 8 + 20)) void fmt_occ4(const FMTIndex *fmt, bwtint_t k, int b, uint32_t cnt1[4], uint32_t cnt2[4]) { bwtint_t x; uint32_t *p, tmp, *end; if (k == (bwtint_t)(-1)) { memset(cnt1, 0, 4 * sizeof(uint32_t)); memset(cnt2, 0, 4 * sizeof(uint32_t)); return; } k -= (k >= fmt->primary); // k由bwt矩阵对应的行转换成bwt字符串对应的行(去掉了$,所以大于$的行,都减掉1) p = fmt_occ_intv(fmt, k); cout << "base: " << BASE[b] << endl; cout << "k: " << k << "; p: " << (uint64_t)p << endl; // cout << "0: " << (uint64_t)fmt_occ_intv(fmt, 0) // << " ;31: " << (uint64_t)fmt_occ_intv(fmt, 31) // << " ;32: " << (uint64_t)fmt_occ_intv(fmt, 32) // << " ;64: " << (uint64_t)fmt_occ_intv(fmt, 64) // << " ;96: " << (uint64_t)fmt_occ_intv(fmt, 96) << endl; memcpy(cnt1, p, 4 * sizeof(uint32_t)); memcpy(cnt2, p + 4 + b * 4, 4 * sizeof(uint32_t)); cout << "cnt1: " << cnt1[0] << '\t' << cnt1[1] << '\t' << cnt1[2] << '\t' << cnt1[3] << endl; cout << "cnt2: " << cnt2[0] << '\t' << cnt2[1] << '\t' << cnt2[2] << '\t' << cnt2[3] << endl; p += 20; // 该地址是bwt和pre_bwt字符串数据的首地址 end = p + ((k >> 4) - ((k & ~OCC_INTV_MASK) >> 4)); // this is the end point of the following loop // for (x = 0; p < end; ++p) // x += __occ_aux4(bwt, *p); // tmp = *p & ~((1U << ((~k & 15) << 1)) - 1); // x += __occ_aux4(bwt, tmp) - (~k & 15); // cnt[0] += x & 0xff; // cnt[1] += x >> 8 & 0xff; // cnt[2] += x >> 16 & 0xff; // cnt[3] += x >> 24; } void fmt_2occ4(const FMTIndex *fmt, bwtint_t k, bwtint_t l, int b, uint32_t cntk1[4], uint32_t cntl1[4], uint32_t cntk2[4], uint32_t cntl2[4]) { bwtint_t _k, _l; _k = k - (k >= fmt->primary); // 换算成了seq的行 _l = l - (l >= fmt->primary); // if (_l >> OCC_INTV_SHIFT != _k >> OCC_INTV_SHIFT || k == (bwtint_t)(-1) || l == (bwtint_t)(-1)) // { fmt_occ4(fmt, k, b, cntk1, cntk2); fmt_occ4(fmt, l, b, cntl1, cntk1); // } // else // { // bwtint_t x, y; // uint32_t *p, tmp, *endk, *endl; // k -= (k >= bwt->primary); // because $ is not in bwt // l -= (l >= bwt->primary); // p = bwt_occ_intv(bwt, k); // memcpy(cntk, p, 4 * sizeof(bwtint_t)); // p += sizeof(bwtint_t); // sizeof(bwtint_t) = 4*(sizeof(bwtint_t)/sizeof(uint32_t)) // // prepare cntk[] // endk = p + ((k >> 4) - ((k & ~OCC_INTV_MASK) >> 4)); // endl = p + ((l >> 4) - ((l & ~OCC_INTV_MASK) >> 4)); // for (x = 0; p < endk; ++p) // x += __occ_aux4(bwt, *p); // y = x; // tmp = *p & ~((1U << ((~k & 15) << 1)) - 1); // x += __occ_aux4(bwt, tmp) - (~k & 15); // // calculate cntl[] and finalize cntk[] // for (; p < endl; ++p) // y += __occ_aux4(bwt, *p); // tmp = *p & ~((1U << ((~l & 15) << 1)) - 1); // y += __occ_aux4(bwt, tmp) - (~l & 15); // memcpy(cntl, cntk, 4 * sizeof(bwtint_t)); // cntk[0] += x & 0xff; // cntk[1] += x >> 8 & 0xff; // cntk[2] += x >> 16 & 0xff; // cntk[3] += x >> 24; // cntl[0] += y & 0xff; // cntl[1] += y >> 8 & 0xff; // cntl[2] += y >> 16 & 0xff; // cntl[3] += y >> 24; // } } #define __fmt_occ_e2_aux4(fmt, b, val) \ ((fmt)->cnt_table[(b)][(val) & 0xff] + (fmt)->cnt_table[b][(val) >> 8 & 0xff] + (fmt)->cnt_table[b][(val) >> 16 & 0xff] + (fmt)->cnt_table[b][(val) >> 24]) void fmt_e1_occ4(const FMTIndex *fmt, bwtint_t k, uint32_t cnt[4]) { uint32_t x; uint32_t *p, tmp, *end; if (k == (bwtint_t)(-1)) { memset(cnt, 0, 4 * sizeof(uint32_t)); return; } k -= (k >= fmt->primary); // k由bwt矩阵对应的行转换成bwt字符串对应的行(去掉了$,所以大于$的行,都减掉1) p = fmt_occ_intv(fmt, k); memcpy(cnt, p, 4 * sizeof(uint32_t)); p += 20; // 该地址是bwt和pre_bwt字符串数据的首地址 end = p + ((k >> 3) - ((k & ~OCC_INTV_MASK) >> 3)); // this is the end point of the following loop for (x = 0; p < end; ++p) { x += __fmt_occ_e2_aux4(fmt, 4, *p); } tmp = *p & ~((1U << ((~k & 7) << 2)) - 1); x += __fmt_occ_e2_aux4(fmt, 4, tmp) - (~k & 7); cnt[0] += x & 0xff; cnt[1] += x >> 8 & 0xff; cnt[2] += x >> 16 & 0xff; cnt[3] += x >> 24; } void fmt_e2_occ4(const FMTIndex *fmt, bwtint_t k, int b, uint32_t cnt1[4], uint32_t cnt2[4]) { uint32_t x1, x2; uint32_t *p, tmp, *end; bwtint_t bwt_k_line = k, bwt_k_base_line = k >> OCC_INTV_SHIFT << OCC_INTV_SHIFT; if (k == (bwtint_t)(-1)) { p = fmt->bwt + 4 + b * 4; memset(cnt1, 0, 4 * sizeof(uint32_t)); memcpy(cnt2, p, 4 * sizeof(uint32_t)); return; } k -= (k >= fmt->primary); // k由bwt矩阵对应的行转换成bwt字符串对应的行(去掉了$,所以大于$的行,都减掉1) p = fmt_occ_intv(fmt, k); // cout << "base: " << BASE[b] << endl; // cout << "k: " << k << "; c 0 cnt: " << p[0] << '\t' << p[1] << '\t' << p[2] << '\t' << p[3] << endl; memcpy(cnt1, p, 4 * sizeof(uint32_t)); memcpy(cnt2, p + 4 + b * 4, 4 * sizeof(uint32_t)); // cout << "[start: ] k: " << k << "; k line cnt: " << cnt[0] << '\t' << cnt[1] << '\t' << cnt[2] << '\t' << cnt[3] << endl; p += 20; // 该地址是bwt和pre_bwt字符串数据的首地址 end = p + ((k >> 3) - ((k & ~OCC_INTV_MASK) >> 3)); // this is the end point of the following loop for (x1 = 0, x2 = 0; p < end; ++p) { x1 += __fmt_occ_e2_aux4(fmt, 4, *p); x2 += __fmt_occ_e2_aux4(fmt, b, *p); } //{ // x += fmt->cnt_table[b][*p & 0xff] // + fmt->cnt_table[b][*p >> 8 & 0xff] // + fmt->cnt_table[b][*p >> 16 & 0xff] // + fmt->cnt_table[b][*p >> 24 & 0xff]; // // cout << "p: " << *p << endl; // // print_base_uint32(*p); // // cout << (fmt->cnt_table[b][*p & 0xff] >> 24) << ' ' // // << fmt->cnt_table[b][*p >> 24 & 0xff] // // << endl; //} tmp = *p & ~((1U << ((~k & 7) << 2)) - 1); x1 += __fmt_occ_e2_aux4(fmt, 4, tmp) - (~k & 7); x2 += __fmt_occ_e2_aux4(fmt, b, tmp); if (b == 0) x2 -= ~k & 7; // 如果跨过了second_primary,那么可能需要减掉一次累积值 if (b == fmt->first_base && bwt_k_base_line < fmt->sec_primary && bwt_k_line >= fmt->sec_primary) { x2 -= 1 << (fmt->last_base << 3); } // x += __occ_aux4(bwt, tmp) - (~k & 15); // cout << "x: " << x << " b:" << b << endl; cnt1[0] += x1 & 0xff; cnt1[1] += x1 >> 8 & 0xff; cnt1[2] += x1 >> 16 & 0xff; cnt1[3] += x1 >> 24; cnt2[0] += x2 & 0xff; cnt2[1] += x2 >> 8 & 0xff; cnt2[2] += x2 >> 16 & 0xff; cnt2[3] += x2 >> 24; // cout << "[end : ]k: " << k << "; k line cnt: " << cnt[0] << '\t' << cnt[1] << '\t' << cnt[2] << '\t' << cnt[3] << endl; } void fmt_extend1(const FMTIndex *fmt, bwtintv_t *ik, bwtintv_t ok[4], int is_back, int b1) { uint32_t tk[4], tl[4]; int i; fmt_e1_occ4(fmt, ik->x[!is_back] - 1, tk); fmt_e1_occ4(fmt, ik->x[!is_back] - 1 + ik->x[2], tl); for (i = 0; i != 4; ++i) { ok[i].x[!is_back] = fmt->L2[i] + 1 + tk[i]; // 起始行位置,互补链 ok[i].x[2] = tl[i] - tk[i]; // 间隔 } ok[3].x[is_back] = ik->x[is_back] + (ik->x[!is_back] <= fmt->primary && ik->x[!is_back] + ik->x[2] - 1 >= fmt->primary); for (i = 2; i >= b1; --i) ok[i].x[is_back] = ok[i + 1].x[is_back] + ok[i + 1].x[2]; *ik = ok[b1]; } void fmt_extend2(const FMTIndex *fmt, bwtintv_t *ik, bwtintv_t ok[4], int is_back, int b1, int b2) { uint32_t tk1[4], tl1[4], tk2[4], tl2[4]; int i; // fmt_2occ4(fmt, ik->x[!is_back] - 1, ik->x[!is_back] - 1 + ik->x[2], b1, tk1, tl1, tk2, tl2); // tk表示在k行之前所有各个碱基累积出现次数,tl表示在l行之前的累积 fmt_e2_occ4(fmt, ik->x[!is_back] - 1, b1, tk1, tk2); fmt_e2_occ4(fmt, ik->x[!is_back] - 1 + ik->x[2], b1, tl1, tl2); // fmt_e2_occ(fmt, -1, 0, tk); // 这里是反向扩展 for (i = 0; i != 4; ++i) { ok[i].x[!is_back] = fmt->L2[i] + 1 + tk2[i]; // 起始行位置,互补链 ok[i].x[2] = tl2[i] - tk2[i]; // 间隔 } // 因为计算的是互补碱基,所以3对应着0,2对应1,下边是正向扩展 ok[3].x[is_back] = ik->x[is_back] + (ik->x[!is_back] <= fmt->primary && ik->x[!is_back] + ik->x[2] - 1 >= fmt->primary); for (i = 2; i >= b1; --i) ok[i].x[is_back] = ok[i + 1].x[is_back] + tl1[i + 1] - tk1[i + 1]; ok[3].x[is_back] = ok[b1].x[is_back] + (ok[b1].x[!is_back] <= fmt->primary && ok[b1].x[!is_back] + ok[b1].x[2] - 1 >= fmt->primary); for (i = 2; i >= b2; --i) ok[i].x[is_back] = ok[i + 1].x[is_back] + ok[i + 1].x[2]; *ik = ok[b2]; } // 利用fmt搜索seed,完整搜索,只需要单向搜索 void fmt_search(FMTIndex *fmt, const string &q) { bwtintv_t ik, ok[4]; int i, j, c1, c2, x = 0; fmt_set_intv(fmt, bval(q[x]), ik); ik.info = x + 1; cout << ik.x[0] << '\t' << ik.x[1] << '\t' << ik.x[2] << endl; for (i = x + 1; i + 1 < q.size(); i += 2) { if (bval(q[i]) < 4 && bval(q[i + 1]) < 4) { c1 = cbval(q[i]); c2 = cbval(q[i + 1]); fmt_extend2(fmt, &ik, ok, 0, c1, c2); ik.info = i + 1; cout << "fmt : " << ik.x[0] << '\t' << ik.x[1] << '\t' << ik.x[2] << endl; } else { break; } } if (i < q.size() && bval(q[i]) < 4) { // 最后一次扩展 c1 = cbval(q[i]); fmt_extend1(fmt, &ik, ok, 0, c1); ik.info = i + 1; cout << "fmt : " << ik.x[0] << '\t' << ik.x[1] << '\t' << ik.x[2] << endl; } } int main_fmtidx(int argc, char **argv) { // string seq("ACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTA"); string seq("ACCCT"); string rseq = calc_reverse_seq(seq); seq = seq + rseq; //create_bwt_mtx(seq); //cout << seq << endl; bwt_t *bwt = restore_bwt_str(argv[1]); // 读取bwt原始字符串(带ACGT总的累积量) create_interval_occ_bwt(bwt); // 根据bwt字符串创建包含interval occ的bwt(128碱基+ACGT累积量) cout << "L2: " << bwt->L2[0] << '\t' << bwt->L2[1] << '\t' << bwt->L2[2] << '\t' << bwt->L2[3] << '\t' << bwt->L2[4] << endl; string s = "AACCCTAA"; bwt_search(bwt, s); bwt_search2(bwt, s); // for (int i = 0; i < 120; ++i) // { // cout << i << '\t' << bwt_B0(bwt, i) << endl; // } // TGGGAT FMTIndex *fmt = create_fmt_from_bwt(bwt); fmt_search(fmt, s); // cout << bwt->bwt_size << endl; // cout << bwt->seq_len << endl; cout << "sec_: " << fmt->sec_bcp << '\t' << fmt->sec_primary << endl; uint8_t b8 = 2 << 4 | 2; cout << "AGAG: " << fmt->cnt_table[2][b8] << endl; cout << (((b8 >> 6) == 0 && (b8 >> 4 & 3) == 2) + ((b8 >> 2 & 3) == 0 && (b8 & 3) == 2)) << endl; return 0; }