Revision 055d4442cb1ea9f583da15c7e4e8b9b7457c39d4 authored by andrewjpage on 07 July 2015, 14:40:58 UTC, committed by andrewjpage on 07 July 2015, 14:40:58 UTC
update install docs
branch_sequences.c
/*
* Wellcome Trust Sanger Institute
* Copyright (C) 2011 Wellcome Trust Sanger Institute
*
* This program is free software; you can redistribute it and/or
* modify it under the terms of the GNU General Public License
* as published by the Free Software Foundation; either version 2
* of the License, or (at your option) any later version.
*
* 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. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program; if not, write to the Free Software
* Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
*/
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <math.h>
#include "seqUtil.h"
#include "Newickform.h"
#include "branch_sequences.h"
#include "gubbins.h"
#include "parse_vcf.h"
#include "parse_phylip.h"
#include "snp_searching.h"
#include "block_tab_file.h"
#include "gff_file.h"
#include "string_cat.h"
int node_counter = 0;
// Order is not preserved.
int copy_and_concat_integer_arrays(int * array_1, int array_1_size, int * array_2, int array_2_size, int * output_array)
{
int array_1_counter=0;
int array_2_counter=0;
for(array_1_counter = 0; array_1_counter< array_1_size; array_1_counter++)
{
output_array[array_1_counter] = array_1[array_1_counter];
}
for(array_2_counter = 0; array_2_counter < array_2_size; array_2_counter++)
{
output_array[array_2_counter+array_1_size] = array_2[array_2_counter];
}
return array_1_size+array_2_size;
}
int copy_and_concat_2d_integer_arrays(int ** array_1, int array_1_size, int ** array_2, int array_2_size, int ** output_array)
{
int array_1_counter=0;
int array_2_counter=0;
for(array_1_counter = 0; array_1_counter< array_1_size; array_1_counter++)
{
output_array[0][array_1_counter] = array_1[0][array_1_counter];
output_array[1][array_1_counter] = array_1[1][array_1_counter];
}
for(array_2_counter = 0; array_2_counter < array_2_size; array_2_counter++)
{
output_array[0][array_2_counter+array_1_size] = array_2[0][array_2_counter];
output_array[1][array_2_counter+array_1_size] = array_2[1][array_2_counter];
}
return array_1_size+array_2_size;
}
// Loop over all recombination blocks and return a list of all snp indices that fall within those blocks.
int get_list_of_snp_indices_which_fall_in_downstream_recombinations(int ** current_block_coordinates,int num_blocks, int * snp_locations,int number_of_snps, int * snps_in_recombinations)
{
int num_snps_in_recombinations =0;
int i = 0;
for(i = 0; i<num_blocks; i++ )
{
int current_index = 0;
current_index = find_starting_index(current_block_coordinates[0][i],snp_locations,0, number_of_snps);
int j;
for(j = current_index; (j < number_of_snps && snp_locations[j] <= current_block_coordinates[1][i]); j++)
{
if(snp_locations[j] >= current_block_coordinates[0][i] && snp_locations[j] <= current_block_coordinates[1][i])
{
int k = 0;
int seen_before = 0;
// has this snp index been flagged before?
for(k =0; k < num_snps_in_recombinations; k++)
{
if(snps_in_recombinations[k] == j)
{
seen_before = 1;
break;
}
}
if(seen_before == 0)
{
snps_in_recombinations[num_snps_in_recombinations] = j;
num_snps_in_recombinations++;
}
}
}
}
return num_snps_in_recombinations;
}
// Go through the tree and build up the recombinations list from root to branch. Print out each sample name and a list of recombinations
void fill_in_recombinations_with_gaps(newick_node *root, int * parent_recombinations, int parent_num_recombinations, int current_total_snps,int num_blocks, int ** current_block_coordinates,int length_of_original_genome,int * snp_locations, int number_of_snps )
{
newick_child *child;
int * current_recombinations;
int num_current_recombinations = 0 ;
char * child_sequence = (char *) calloc((length_of_original_genome +1),sizeof(char));
current_recombinations = (int *) calloc((root->num_recombinations+1+parent_num_recombinations),sizeof(int));
num_current_recombinations = copy_and_concat_integer_arrays(root->recombinations, root->num_recombinations,parent_recombinations, parent_num_recombinations, current_recombinations);
// overwrite the bases of snps with N's
int i;
int sequence_index;
sequence_index = find_sequence_index_from_sample_name(root->taxon);
set_number_of_recombinations_for_sample(root->taxon,root->num_recombinations);
set_number_of_snps_for_sample(root->taxon,root->number_of_snps);
get_sequence_for_sample_name(child_sequence, root->taxon);
int genome_length_excluding_blocks_and_gaps = calculate_genome_length_excluding_blocks_and_gaps(child_sequence, length_of_original_genome, current_block_coordinates, num_blocks);
set_genome_length_excluding_blocks_and_gaps_for_sample(root->taxon,genome_length_excluding_blocks_and_gaps);
int ** merged_block_coordinates;
merged_block_coordinates = (int **) calloc(3,sizeof(int *));
merged_block_coordinates[0] = (int*) calloc((num_blocks + root->number_of_blocks+1),sizeof(int ));
merged_block_coordinates[1] = (int*) calloc((num_blocks + root->number_of_blocks+1),sizeof(int ));
copy_and_concat_2d_integer_arrays(current_block_coordinates,num_blocks,root->block_coordinates, root->number_of_blocks,merged_block_coordinates );
set_number_of_blocks_for_sample(root->taxon, root->number_of_blocks );
set_number_of_bases_in_recombinations(root->taxon, calculate_number_of_bases_in_recombations_excluding_gaps(merged_block_coordinates, (num_blocks + root->number_of_blocks), child_sequence, snp_locations,current_total_snps));
free(child_sequence);
for(i = 0; i < num_current_recombinations; i++)
{
update_sequence_base('N', sequence_index, current_recombinations[i]);
}
// TODO: The stats for the number of snps in recombinations will need to be updated.
int * snps_in_recombinations = (int *) calloc((number_of_snps +1),sizeof(int));
int num_snps_in_recombinations = get_list_of_snp_indices_which_fall_in_downstream_recombinations(merged_block_coordinates, (num_blocks + root->number_of_blocks),snp_locations, number_of_snps, snps_in_recombinations);
int num_snps_updated_from_downstream_recombintations=0;
for(i = 0; i < num_snps_in_recombinations; i++)
{
update_sequence_base('N', sequence_index, snps_in_recombinations[i]);
}
free(snps_in_recombinations);
if (root->childNum > 0)
{
child = root->child;
set_internal_node(1,sequence_index);
while (child != NULL)
{
fill_in_recombinations_with_gaps(child->node, current_recombinations, num_current_recombinations,(current_total_snps + root->number_of_snps),(num_blocks + root->number_of_blocks),merged_block_coordinates,length_of_original_genome, snp_locations, number_of_snps );
child = child->next;
}
}
else
{
set_internal_node(0,sequence_index);
}
free(current_recombinations);
free(merged_block_coordinates[0]);
free(merged_block_coordinates[1]);
free(merged_block_coordinates);
}
int calculate_number_of_bases_in_recombations_excluding_gaps(int ** block_coordinates, int num_blocks,char * child_sequence, int * snp_locations,int length_of_original_genome)
{
int total_bases = 0;
int current_block = 1;
int start_block = 0;
for(start_block = 0; start_block < num_blocks; start_block++)
{
if(block_coordinates[0][start_block] == -1 || block_coordinates[1][start_block] == -1)
{
continue;
}
for(current_block = 0 ; current_block < num_blocks; current_block++)
{
if(current_block == start_block)
{
continue;
}
if(block_coordinates[0][current_block] == -1 || block_coordinates[1][current_block] == -1)
{
continue;
}
int found_overlap = 0;
if(block_coordinates[0][start_block] >= block_coordinates[0][current_block] && block_coordinates[0][start_block] <= block_coordinates[1][current_block] )
{
block_coordinates[0][start_block] = block_coordinates[0][current_block];
found_overlap = 1;
}
if(block_coordinates[1][start_block] >= block_coordinates[0][current_block] && block_coordinates[1][start_block] <= block_coordinates[1][current_block])
{
block_coordinates[1][start_block] = block_coordinates[1][current_block];
found_overlap = 1;
}
if(found_overlap == 1)
{
block_coordinates[0][current_block] = -1;
block_coordinates[1][current_block] = -1;
}
}
}
for(start_block = 0; start_block < num_blocks; start_block++)
{
if(block_coordinates[0][start_block] == -1 || block_coordinates[1][start_block] == -1)
{
continue;
}
total_bases += calculate_block_size_without_gaps(child_sequence, snp_locations, block_coordinates[0][start_block], block_coordinates[1][start_block], length_of_original_genome);
}
return total_bases;
}
void carry_unambiguous_gaps_up_tree(newick_node *root)
{
if(root->childNum > 0)
{
newick_child *child;
int parent_sequence_index = find_sequence_index_from_sample_name(root->taxon);
child = root->child;
int child_sequence_indices[root->childNum];
int child_counter = 0;
while (child != NULL)
{
child_sequence_indices[child_counter] = find_sequence_index_from_sample_name(child->node->taxon);
carry_unambiguous_gaps_up_tree(child->node);
child = child->next;
child_counter++;
}
// compare the parent sequence to the each child sequence and update the gaps
fill_in_unambiguous_gaps_in_parent_from_children(parent_sequence_index, child_sequence_indices,child_counter);
//fill_in_unambiguous_bases_in_parent_from_children_where_parent_has_a_gap(parent_sequence_index, child_sequence_indices,child_counter);
}
}
char *generate_branch_sequences(newick_node *root, FILE *vcf_file_pointer,int * snp_locations, int number_of_snps, char** column_names, int number_of_columns, char * leaf_sequence, int length_of_original_genome, FILE * block_file_pointer, FILE * gff_file_pointer,int min_snps,FILE * branch_snps_file_pointer, int window_min, int window_max)
{
newick_child *child;
int child_counter = 0;
int current_branch =0;
int branch_genome_size = 0;
int number_of_branch_snps=0;
root->current_node_id = ++node_counter;
if (root->childNum == 0)
{
leaf_sequence = (char *) calloc((number_of_snps +1),sizeof(char));
get_sequence_for_sample_name(leaf_sequence, root->taxon);
root->taxon_names = (char *) calloc(MAX_SAMPLE_NAME_SIZE,sizeof(char));
memcpy(root->taxon_names, root->taxon, size_of_string(root->taxon)+1);
// Save some statistics about the sequence
branch_genome_size = calculate_size_of_genome_without_gaps(leaf_sequence, 0,number_of_snps, length_of_original_genome);
set_genome_length_without_gaps_for_sample(root->taxon,branch_genome_size);
int number_of_gaps = length_of_original_genome-branch_genome_size;
return leaf_sequence;
}
else
{
child = root->child;
char * child_sequences[root->childNum];
newick_node * child_nodes[root->childNum];
root->taxon_names = (char *) calloc(MAX_SAMPLE_NAME_SIZE*number_of_columns,sizeof(char));
// generate pointers for each child seuqn
while (child != NULL)
{
// recursion
child_sequences[child_counter] = generate_branch_sequences(child->node, vcf_file_pointer, snp_locations, number_of_snps, column_names, number_of_columns, child_sequences[child_counter],length_of_original_genome, block_file_pointer,gff_file_pointer,min_snps,branch_snps_file_pointer, window_min, window_max);
child_nodes[child_counter] = child->node;
char delimiter_string[3] = {" "};
concat_strings_created_with_malloc(root->taxon_names, delimiter_string);
concat_strings_created_with_malloc(root->taxon_names, child_nodes[child_counter]->taxon_names);
child_counter++;
child = child->next;
}
// For all bases update the parent sequence with N if all child sequences.
leaf_sequence = (char *) calloc((number_of_snps +1),sizeof(char));
// All child sequneces should be available use them to find the ancestor sequence
get_sequence_for_sample_name(leaf_sequence, root->taxon);
branch_genome_size = calculate_size_of_genome_without_gaps(leaf_sequence, 0,number_of_snps, length_of_original_genome);
set_genome_length_without_gaps_for_sample(root->taxon,branch_genome_size);
for(current_branch = 0 ; current_branch< (root->childNum); current_branch++)
{
int * branches_snp_sites;
branches_snp_sites = (int *) calloc((number_of_snps +1),sizeof(int));
char * branch_snp_sequence;
char * branch_snp_ancestor_sequence;
branch_snp_sequence = (char *) calloc((number_of_snps +1),sizeof(char));
branch_snp_ancestor_sequence = (char *) calloc((number_of_snps +1),sizeof(char));
branch_genome_size = calculate_size_of_genome_without_gaps(child_sequences[current_branch], 0,number_of_snps, length_of_original_genome);
number_of_branch_snps = calculate_number_of_snps_excluding_gaps(leaf_sequence, child_sequences[current_branch], number_of_snps, branches_snp_sites, snp_locations,branch_snp_sequence,branch_snp_ancestor_sequence);
child_nodes[current_branch]->number_of_snps = number_of_branch_snps;
print_branch_snp_details(branch_snps_file_pointer, child_nodes[current_branch]->taxon,root->taxon, branches_snp_sites, number_of_branch_snps, branch_snp_sequence, branch_snp_ancestor_sequence,child_nodes[current_branch]->taxon_names);
get_likelihood_for_windows(child_sequences[current_branch], number_of_snps, branches_snp_sites, branch_genome_size, number_of_branch_snps,snp_locations, child_nodes[current_branch], block_file_pointer, root, branch_snp_sequence,gff_file_pointer,min_snps,length_of_original_genome,leaf_sequence, window_min, window_max);
free(branch_snp_sequence);
free(branch_snp_ancestor_sequence);
free(child_sequences[current_branch]);
free(branches_snp_sites);
}
return leaf_sequence;
}
}
// Windows need to be of a fixed size
// calculate window size
// starting at coord of first snp, count number of snps which fall into window
// if region is blank, move on
int calculate_window_size(int branch_genome_size, int number_of_branch_snps,int window_min, int window_max)
{
int window_size = 0;
if(number_of_branch_snps == 0)
{
return window_min;
}
window_size = (int) ((branch_genome_size*1.0)/(number_of_branch_snps*1.0/WINDOW_SNP_MODE_TARGET));
if(window_size < window_min)
{
return window_min;
}
else if(window_size > window_max)
{
return window_max;
}
return window_size;
}
void get_likelihood_for_windows(char * child_sequence, int length_of_sequence, int * snp_site_coords, int branch_genome_size, int number_of_branch_snps, int * snp_locations, newick_node * current_node, FILE * block_file_pointer, newick_node *root, char * branch_snp_sequence, FILE * gff_file_pointer, int min_snps, int length_of_original_genome, char * original_sequence,int window_min, int window_max)
{
int i = 0;
int window_size = 0;
int window_start_coordinate = 0;
int window_end_coordinate = 0;
int number_of_snps_in_block = 0;
int block_genome_size_without_gaps = 0;
double branch_snp_density = 0.0;
double block_snp_density = 0.0;
int number_of_blocks = 0 ;
int original_branch_genome_size = branch_genome_size;
// place to store coordinates of recombinations snps
current_node->recombinations = (int *) calloc((number_of_branch_snps+1),sizeof(int));
int number_of_windows = (branch_genome_size/window_min) + 1;
int * block_coordinates[4];
block_coordinates[0] = (int *) calloc((number_of_windows+1),sizeof(int));
block_coordinates[1] = (int *) calloc((number_of_windows+1),sizeof(int));
block_coordinates[2] = (int *) calloc((number_of_windows+1),sizeof(int));
block_coordinates[3] = (int *) calloc((number_of_windows+1),sizeof(int));
double * block_likelihoods;
block_likelihoods = (double *) calloc((number_of_windows+1),sizeof(double));
while(number_of_branch_snps > min_snps)
{
if(number_of_branch_snps <= min_snps)
{
free(block_coordinates[0]) ;
free(block_coordinates[1]) ;
free(block_coordinates[2]) ;
free(block_coordinates[3]) ;
free(block_likelihoods);
return;
}
branch_snp_density = snp_density(branch_genome_size, number_of_branch_snps);
window_size = calculate_window_size(branch_genome_size, number_of_branch_snps,window_min,window_max);
int cutoff = calculate_cutoff(branch_genome_size, window_size, number_of_branch_snps);
number_of_blocks = get_blocks(block_coordinates, length_of_original_genome, snp_site_coords, number_of_branch_snps, window_size, cutoff, child_sequence,snp_locations,length_of_sequence);
for(i = 0; i < number_of_blocks; i++)
{
number_of_snps_in_block = find_number_of_snps_in_block(block_coordinates[0][i], block_coordinates[1][i], snp_site_coords, branch_snp_sequence, number_of_branch_snps);
block_genome_size_without_gaps = calculate_block_size_without_gaps(child_sequence, snp_locations, block_coordinates[0][i], block_coordinates[1][i], length_of_sequence);
// minimum number of snps to be statistically significant in block
if(number_of_snps_in_block <= min_snps)
{
block_coordinates[0][i] = -1;
block_coordinates[1][i] = -1;
continue;
}
block_snp_density = snp_density(block_genome_size_without_gaps, number_of_snps_in_block);
// region with low number of snps so skip over
if(block_snp_density <= branch_snp_density)
{
block_coordinates[0][i] = -1;
block_coordinates[1][i] = -1;
continue;
}
block_likelihoods[i] = get_block_likelihood(branch_genome_size, number_of_branch_snps, block_genome_size_without_gaps, number_of_snps_in_block);
block_coordinates[2][i] = (int) block_likelihoods[i];
block_coordinates[3][i] = block_genome_size_without_gaps;
}
move_blocks_inwards_while_likelihood_improves(number_of_blocks,block_coordinates, min_snps, snp_site_coords, number_of_branch_snps, branch_snp_sequence, snp_locations, branch_genome_size, child_sequence, length_of_sequence,block_likelihoods,cutoff);
int * candidate_blocks[4];
candidate_blocks[0] = (int *) calloc((number_of_blocks+1),sizeof(int));
candidate_blocks[1] = (int *) calloc((number_of_blocks+1),sizeof(int));
candidate_blocks[2] = (int *) calloc((number_of_blocks+1),sizeof(int));
candidate_blocks[3] = (int *) calloc((number_of_blocks+1),sizeof(int));
double * candidate_block_likelihoods;
candidate_block_likelihoods = (double *) calloc((number_of_blocks+1),sizeof(double));
int number_of_candidate_blocks = 0;
for(i = 0 ; i < number_of_blocks; i++)
{
if(block_coordinates[0][i] == -1 || block_coordinates[1][i] == -1)
{
continue;
}
int current_start = block_coordinates[0][i];
int current_end = block_coordinates[1][i];
int block_snp_count = find_number_of_snps_in_block(current_start, current_end, snp_site_coords, branch_snp_sequence, number_of_branch_snps);
int block_genome_size_without_gaps = block_coordinates[3][i];
if(p_value_test(branch_genome_size, block_genome_size_without_gaps, number_of_branch_snps, block_snp_count, min_snps) == 1)
{
candidate_blocks[0][number_of_candidate_blocks] = block_coordinates[0][i];
candidate_blocks[1][number_of_candidate_blocks] = block_coordinates[1][i];
// TODO use a float in a struct here, should be okay for the moment but assumes that there will be a clear integer difference between best and second best
candidate_blocks[2][number_of_candidate_blocks] = block_coordinates[2][i];
candidate_blocks[3][number_of_candidate_blocks] = block_genome_size_without_gaps;
candidate_block_likelihoods[number_of_candidate_blocks] = block_likelihoods[i];
number_of_candidate_blocks++;
}
}
if(number_of_candidate_blocks == 0 )
{
free(block_coordinates[0]) ;
free(block_coordinates[1]) ;
free(block_coordinates[2]) ;
free(block_coordinates[3]) ;
free(block_likelihoods);
free(candidate_blocks[0]);
free(candidate_blocks[1]);
free(candidate_blocks[2]);
free(candidate_blocks[3]);
free(candidate_block_likelihoods);
int new_recombination_size = (current_node->num_recombinations+1)*sizeof(int);
if(new_recombination_size > 1024)
{
current_node->recombinations = (int *) realloc(current_node->recombinations, new_recombination_size);
}
return;
}
number_of_branch_snps = flag_smallest_log_likelihood_recombinations(candidate_blocks, number_of_candidate_blocks, number_of_branch_snps, snp_site_coords, current_node->recombinations, current_node->num_recombinations,current_node, block_file_pointer, root, snp_locations, length_of_sequence,gff_file_pointer,candidate_block_likelihoods );
branch_genome_size = original_branch_genome_size - current_node->total_bases_removed_excluding_gaps;
free(candidate_blocks[0]);
free(candidate_blocks[1]);
free(candidate_blocks[2]);
free(candidate_blocks[3]);
free(candidate_block_likelihoods);
}
free(block_coordinates[0]) ;
free(block_coordinates[1]) ;
free(block_coordinates[2]) ;
free(block_coordinates[3]) ;
free(block_likelihoods);
int new_recombination_size = (current_node->num_recombinations+1)*sizeof(int);
if(new_recombination_size > 1024)
{
current_node->recombinations = (int *) realloc(current_node->recombinations, new_recombination_size);
}
}
int extend_upper_part_of_window(int starting_coord, int initial_max_coord, int genome_size, int * gaps_in_original_genome_space)
{
int max_snp_sliding_window_counter = initial_max_coord;
int upper_offset = 0;
int j = 0;
for(j = starting_coord; (j < initial_max_coord + upper_offset) && (j < genome_size); j++)
{
if(gaps_in_original_genome_space[j] == 1)
{
upper_offset++;
}
}
max_snp_sliding_window_counter = initial_max_coord + upper_offset;
return max_snp_sliding_window_counter;
}
int extend_lower_part_of_window(int starting_coord, int initial_min_coord, int genome_size, int * gaps_in_original_genome_space)
{
int lower_offset = 0;
int snp_sliding_window_counter = initial_min_coord;
int j = 0;
for(j = starting_coord; (j >= 0) && j > (initial_min_coord - lower_offset) && (initial_min_coord - lower_offset >= 0); j--)
{
if(gaps_in_original_genome_space[j] == 1)
{
lower_offset++;
}
}
snp_sliding_window_counter = snp_sliding_window_counter - lower_offset;
return snp_sliding_window_counter;
}
int get_blocks(int ** block_coordinates, int genome_size,int * snp_site_coords,int number_of_branch_snps, int window_size, int cutoff, char * original_sequence, int * snp_locations, int number_of_snps)
{
// Set up the window counter with 1 value per base in the branch
int * window_count;
window_count = (int *) calloc((genome_size+1),sizeof(int));
int i;
for(i =0; i< genome_size; i++)
{
window_count[i] = 0;
}
// Integer array with location of gaps
int * gaps_in_original_genome_space;
gaps_in_original_genome_space = (int *) calloc((genome_size+1),sizeof(int));
int x =0;
for(x=0; x< number_of_snps; x++)
{
if(original_sequence[x] == 'N' || original_sequence[x] == '-' )
{
gaps_in_original_genome_space[snp_locations[x]-1] = 1;
}
}
// create the pileup of the snps and their sphere of influence
int snp_counter = 0;
for(snp_counter = 0; snp_counter < number_of_branch_snps; snp_counter++)
{
int j = 0;
// Lower bound of the window around a snp
int snp_sliding_window_counter = snp_site_coords[snp_counter]-(window_size/2);
snp_sliding_window_counter = extend_lower_part_of_window(snp_site_coords[snp_counter] - 1 , snp_sliding_window_counter, genome_size, gaps_in_original_genome_space);
if(snp_sliding_window_counter < 0)
{
snp_sliding_window_counter = 0;
}
// Upper bound of the window around a snp
int max_snp_sliding_window_counter = snp_site_coords[snp_counter]+(window_size/2);
max_snp_sliding_window_counter = extend_upper_part_of_window(snp_site_coords[snp_counter] + 1, max_snp_sliding_window_counter, genome_size, gaps_in_original_genome_space);
if(max_snp_sliding_window_counter>genome_size)
{
max_snp_sliding_window_counter = genome_size;
}
for(j = snp_sliding_window_counter; j < max_snp_sliding_window_counter; j++)
{
window_count[j] += 1;
}
}
int number_of_blocks = 0;
int in_block = 0;
int block_lower_bound = 0;
// Scan across the pileup and record where blocks are above the cutoff
for(i = 0; i < genome_size; i++)
{
// Just entered the start of a block
if(window_count[i] > cutoff && in_block == 0)
{
block_lower_bound = i;
in_block = 1;
}
// Just left a block
if((window_count[i] <= cutoff || i+1 == genome_size ) && in_block == 1)
{
block_coordinates[0][number_of_blocks] = block_lower_bound;
block_coordinates[1][number_of_blocks] = i-1;
number_of_blocks++;
in_block = 0;
}
}
// Move blocks inwards to next SNP
for(i = 0; i < number_of_blocks; i++)
{
for(snp_counter = 0; snp_counter < number_of_branch_snps; snp_counter++)
{
if(snp_site_coords[snp_counter] >= block_coordinates[0][i] )
{
block_coordinates[0][i] = snp_site_coords[snp_counter];
break;
}
}
for(snp_counter = number_of_branch_snps-1; snp_counter >= 0 ; snp_counter--)
{
if(snp_site_coords[snp_counter] <= block_coordinates[1][i] )
{
block_coordinates[1][i] = snp_site_coords[snp_counter];
break;
}
}
}
free(gaps_in_original_genome_space);
free(window_count);
return number_of_blocks;
}
void move_blocks_inwards_while_likelihood_improves(int number_of_blocks,int ** block_coordinates, int min_snps, int * snp_site_coords, int number_of_branch_snps,char * branch_snp_sequence, int * snp_locations, int branch_genome_size,char * child_sequence, int length_of_sequence, double * block_likelihoods, int cutoff_value)
{
int i;
int previous_start;
int previous_end;
for(i = 0 ; i < number_of_blocks; i++)
{
int current_start = block_coordinates[0][i];
int current_end = block_coordinates[1][i];
int start_index = find_starting_index( current_start, snp_site_coords,0, number_of_branch_snps);
int end_index = find_starting_index( current_end, snp_site_coords, start_index, number_of_branch_snps);
if( i == 0)
{
previous_start = block_coordinates[0][i];
previous_end = block_coordinates[1][i];
}
else if(previous_start == block_coordinates[0][i] && previous_end == block_coordinates[1][i] && i > 0)
{
block_coordinates[0][i] = -1;
block_coordinates[1][i] = -1;
}
else
{
previous_start = block_coordinates[0][i];
previous_end = block_coordinates[1][i];
}
}
for(i = 0 ; i < number_of_blocks; i++)
{
if(block_coordinates[0][i] == -1 || block_coordinates[1][i] == -1)
{
continue;
}
int current_start = block_coordinates[0][i];
int current_end = block_coordinates[1][i];
double current_block_likelihood = 0;
int block_genome_size_without_gaps = block_coordinates[3][i];
int block_snp_count;
int next_start_position = current_start;
int start_index = find_starting_index( current_start, snp_site_coords,0, number_of_branch_snps);
int end_index = find_starting_index( current_end, snp_site_coords, start_index, number_of_branch_snps);
block_snp_count = find_number_of_snps_in_block_with_start_end_index(current_start, current_end, snp_site_coords, branch_snp_sequence, number_of_branch_snps,start_index,end_index);
if(block_genome_size_without_gaps == -1)
{
block_genome_size_without_gaps = calculate_block_size_without_gaps(child_sequence, snp_locations, current_start, current_end, length_of_sequence);
block_coordinates[2][i] = current_block_likelihood;
block_coordinates[3][i] = block_genome_size_without_gaps;
}
current_block_likelihood = get_block_likelihood(branch_genome_size, number_of_branch_snps, block_genome_size_without_gaps, block_snp_count);
// Move left inwards while the likelihood gets better
while(current_start < current_end && block_snp_count >= min_snps)
{
next_start_position++;
next_start_position = advance_window_start_to_next_snp(next_start_position, snp_site_coords, branch_snp_sequence, number_of_branch_snps);
if(next_start_position >= current_end)
{
break;
}
if(next_start_position <= current_start)
{
break;
}
int previous_block_snp_count = block_snp_count;
int previous_block_genome_size_without_gaps = block_genome_size_without_gaps;
block_snp_count = find_number_of_snps_in_block_with_start_end_index(next_start_position, current_end, snp_site_coords, branch_snp_sequence, number_of_branch_snps,start_index,end_index);
block_genome_size_without_gaps = calculate_block_size_without_gaps(child_sequence, snp_locations, next_start_position, current_end, length_of_sequence);
double next_block_likelihood = get_block_likelihood(branch_genome_size, number_of_branch_snps, block_genome_size_without_gaps, block_snp_count);
if(next_block_likelihood <= current_block_likelihood)
{
current_block_likelihood = next_block_likelihood;
current_start = next_start_position;
start_index++;
}
else
{
block_snp_count = previous_block_snp_count;
block_genome_size_without_gaps = previous_block_genome_size_without_gaps;
break;
}
}
int next_end_position = current_end;
// Move Right inwards while the likelihood gets better
while(current_start < current_end && block_snp_count >= min_snps)
{
next_end_position--;
next_end_position = rewind_window_end_to_last_snp(next_end_position, snp_site_coords, branch_snp_sequence, number_of_branch_snps);
if(next_end_position <= current_start )
{
break;
}
if(next_end_position >= current_end)
{
break;
}
int previous_block_snp_count = block_snp_count;
int previous_block_genome_size_without_gaps = block_genome_size_without_gaps;
block_snp_count = find_number_of_snps_in_block(current_start, next_end_position, snp_site_coords, branch_snp_sequence, number_of_branch_snps);
block_genome_size_without_gaps = calculate_block_size_without_gaps(child_sequence, snp_locations, current_start, next_end_position, length_of_sequence);
double next_block_likelihood = get_block_likelihood(branch_genome_size, number_of_branch_snps, block_genome_size_without_gaps, block_snp_count);
if(next_block_likelihood <= current_block_likelihood)
{
current_block_likelihood = next_block_likelihood;
current_end = next_end_position;
end_index--;
}
else
{
block_snp_count = previous_block_snp_count;
block_genome_size_without_gaps = previous_block_genome_size_without_gaps;
break;
}
}
block_coordinates[0][i] = current_start;
block_coordinates[1][i] = current_end;
block_coordinates[2][i] = (int) current_block_likelihood;
block_coordinates[3][i] = block_genome_size_without_gaps;
block_likelihoods[i] = current_block_likelihood;
}
}
int exclude_snp_sites_in_block(int window_start_coordinate, int window_end_coordinate, int * snp_site_coords, int number_of_branch_snps)
{
int i;
// inefficient
int updated_snp_site_coords[number_of_branch_snps];
int number_of_branch_snps_excluding_block = 0 ;
for(i = 0 ; i< number_of_branch_snps; i++)
{
if(snp_site_coords[i]>= window_start_coordinate && snp_site_coords[i] <= window_end_coordinate)
{
}
else
{
updated_snp_site_coords[number_of_branch_snps_excluding_block] = snp_site_coords[i];
number_of_branch_snps_excluding_block++;
}
}
for(i = 0; i < number_of_branch_snps_excluding_block; i++)
{
snp_site_coords[i] = updated_snp_site_coords[i];
}
for(i=number_of_branch_snps_excluding_block; i< number_of_branch_snps; i++)
{
snp_site_coords[i] = 0;
}
return number_of_branch_snps_excluding_block;
}
int flag_smallest_log_likelihood_recombinations(int ** candidate_blocks, int number_of_candidate_blocks, int number_of_branch_snps, int * snp_site_coords, int * recombinations, int number_of_recombinations,newick_node * current_node, FILE * block_file_pointer, newick_node *root,int * snp_locations, int total_num_snps, FILE * gff_file_pointer, double * block_likelihooods)
{
int number_of_branch_snps_excluding_block = number_of_branch_snps;
if(number_of_candidate_blocks > 0)
{
int smallest_index = 0;
int number_of_recombinations_in_window = 0;
smallest_index = get_smallest_log_likelihood(block_likelihooods, number_of_candidate_blocks);
number_of_recombinations_in_window = flag_recombinations_in_window(candidate_blocks[0][smallest_index], candidate_blocks[1][smallest_index],number_of_branch_snps, snp_site_coords, recombinations, number_of_recombinations,snp_locations,total_num_snps);
number_of_recombinations += number_of_recombinations_in_window;
number_of_branch_snps_excluding_block = exclude_snp_sites_in_block(candidate_blocks[0][smallest_index],candidate_blocks[1][smallest_index], snp_site_coords,number_of_branch_snps);
current_node->num_recombinations = number_of_recombinations;
print_block_details(block_file_pointer, candidate_blocks[0][smallest_index], candidate_blocks[1][smallest_index], number_of_recombinations_in_window, current_node->taxon, root->taxon, current_node->taxon_names, current_node->childNum, block_likelihooods[smallest_index]);
print_gff_line(gff_file_pointer, candidate_blocks[0][smallest_index], candidate_blocks[1][smallest_index], number_of_recombinations_in_window, current_node->taxon, root->taxon, current_node->taxon_names, block_likelihooods[smallest_index]);
current_node->number_of_blocks = current_node->number_of_blocks + 1;
current_node->total_bases_removed_excluding_gaps = current_node->total_bases_removed_excluding_gaps + candidate_blocks[3][smallest_index];
current_node->block_coordinates[0] = realloc((int *)current_node->block_coordinates[0], ((int)current_node->number_of_blocks +1)*sizeof(int));
current_node->block_coordinates[1] = realloc((int *)current_node->block_coordinates[1], ((int)current_node->number_of_blocks +1)*sizeof(int));
current_node->block_coordinates[0][current_node->number_of_blocks -1] = candidate_blocks[0][smallest_index];
current_node->block_coordinates[1][current_node->number_of_blocks -1] = candidate_blocks[1][smallest_index];
}
current_node->number_of_snps = number_of_branch_snps_excluding_block;
return number_of_branch_snps_excluding_block;
}
// candidate blocks contains, start coordinate, end_coordinate and log likelihood
int get_smallest_log_likelihood(double * candidate_blocks, int number_of_candidate_blocks)
{
int i;
int smallest_index = 0 ;
for(i=0; i< number_of_candidate_blocks; i++)
{
if(candidate_blocks[i] < candidate_blocks[smallest_index] && candidate_blocks[i] > 0)
{
smallest_index = i;
}
}
return smallest_index;
}
double snp_density(int length_of_sequence, int number_of_snps)
{
return number_of_snps*1.0/length_of_sequence;
}
double calculate_threshold(int branch_genome_size, int window_size)
{
return 1-(RANDOMNESS_DAMPNER/((branch_genome_size*1.0)/((window_size*1.0)/WINDOW_SNP_MODE_TARGET)));
}
int calculate_cutoff(int branch_genome_size, int window_size, int num_branch_snps)
{
double threshold = 0.0;
int cutoff = 0;
double pvalue = 0.0;
double part1, part2, part3 = 0.0;
threshold = calculate_threshold(branch_genome_size, window_size);
while( pvalue <= threshold)
{
part1 = reduce_factorial(window_size,cutoff)-reduce_factorial(cutoff,cutoff);
part2 = log10((num_branch_snps*1.0)/branch_genome_size)*cutoff;
part3 = log10(1.0-((num_branch_snps*1.0)/branch_genome_size))*(window_size-cutoff);
pvalue = pvalue + pow(10,(part1 + part2 + part3));
cutoff++;
}
cutoff--;
return cutoff;
}
int p_value_test(int branch_genome_size, int window_size, int num_branch_snps, int block_snp_count, int min_snps)
{
double threshold = 0.0;
int cutoff = 0;
double pvalue = 0.0;
double part1, part2, part3 = 0.0;
if( block_snp_count < min_snps)
{
return 0;
}
threshold = 0.05/branch_genome_size;
while( cutoff < block_snp_count)
{
part1 = reduce_factorial(window_size,cutoff)-reduce_factorial(cutoff,cutoff);
part2 = log10((num_branch_snps*1.0)/branch_genome_size)*cutoff;
part3 = log10(1.0-((num_branch_snps*1.0)/branch_genome_size))*(window_size-cutoff);
pvalue = pvalue + pow(10,(part1 + part2 + part3));
cutoff++;
}
// There should be rounding here to 10 decimal places
pvalue = 1.0-pvalue;
if(pvalue < threshold)
{
// the block could contain a recombination
return 1;
}
return 0;
}
double reduce_factorial(int l, int i)
{
double factorial;
int x;
factorial = log10(1.0);
for(x = l-(i-1); x < l+1 ; x++)
{
factorial = factorial + log10(x);
}
return factorial;
}
// N = branch_genome_size
// C = number_of_branch_snps
// n = block_genome_size_without_gaps
// c = number_of_block_snps
double get_block_likelihood(int branch_genome_size, int number_of_branch_snps, int block_genome_size_without_gaps, int number_of_block_snps)
{
double part1, part2, part3, part4;
if(block_genome_size_without_gaps == 0)
{
return 0.0;
}
if(number_of_block_snps == 0)
{
return 0.0;
}
part1 = log10(number_of_block_snps*1.0/block_genome_size_without_gaps*1.0)*number_of_block_snps;
if((block_genome_size_without_gaps-number_of_block_snps) == 0)
{
part2 = 0.0;
}
else
{
part2 = log10( ((block_genome_size_without_gaps-number_of_block_snps)*1.0)/block_genome_size_without_gaps*1.0 )*(block_genome_size_without_gaps-number_of_block_snps);
}
if((number_of_branch_snps-number_of_block_snps) == 0)
{
part3 = 0.0;
}
else
{
part3 = log10(((number_of_branch_snps-number_of_block_snps)*1.0)/((branch_genome_size-block_genome_size_without_gaps)*1.0))*(number_of_branch_snps-number_of_block_snps);
}
if(((branch_genome_size-block_genome_size_without_gaps)-(number_of_branch_snps-number_of_block_snps))==0)
{
part4 = 0.0;
}
else
{
part4=log10(((branch_genome_size-block_genome_size_without_gaps)-(number_of_branch_snps-number_of_block_snps)*1.0 )/((branch_genome_size-block_genome_size_without_gaps)*1.0)) * ((branch_genome_size-block_genome_size_without_gaps)-(number_of_branch_snps-number_of_block_snps));
}
return (part1+part2+part3+part4)*-1;
}
int calculate_genome_length_excluding_blocks_and_gaps(char * sequence, int length_of_sequence, int ** block_coordinates, int num_blocks)
{
int * bases_to_be_excluded;
bases_to_be_excluded = (int*) calloc((length_of_sequence + 1),sizeof(int));
int i = 0;
for(i = 0; i<length_of_sequence; i++)
{
if(sequence[i] == 'N' || sequence[i] == '-' )
{
bases_to_be_excluded[i] = 1;
}
}
int j = 0;
for(j = 0; j<num_blocks; j++)
{
if(block_coordinates[0][j] == -1)
{
continue;
}
// Coordinates of blocks start at 1 and the index of the array starts at 0
int block_index = 0;
for(block_index = block_coordinates[0][j]; block_index <= block_coordinates[1][j]; block_index++ )
{
bases_to_be_excluded[block_index-1] = 1;
}
}
int genome_length = 0;
for(i = 0; i<length_of_sequence; i++)
{
if(bases_to_be_excluded[i] == 0 )
{
genome_length++;
}
}
return genome_length;
}
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