diff --git a/.gitignore b/.gitignore index 55ba3c9b..6148fb8a 100644 --- a/.gitignore +++ b/.gitignore @@ -35,3 +35,9 @@ build/ *.out *.app +# Test output files +tests/wfa.utest.log.correct +tests/wfa.utest.log.mem +tests/wfa.utest.log.time + + diff --git a/Makefile b/Makefile index b13c5b01..37ca0948 100644 --- a/Makefile +++ b/Makefile @@ -5,11 +5,12 @@ FOLDER_BIN=bin FOLDER_BUILD=build FOLDER_BUILD_CPP=build/cpp FOLDER_LIB=lib +FOLDER_TESTS=tests UNAME=$(shell uname) -CC:=gcc -CPP:=g++ +CC:=$(CC) +CPP:=$(CXX) CC_FLAGS=-Wall -g @@ -19,10 +20,13 @@ AR_FLAGS=-rsc ifndef BUILD_EXAMPLES BUILD_EXAMPLES=1 endif - ifndef BUILD_TOOLS BUILD_TOOLS=1 endif +ifndef BUILD_WFA_PARALLEL +BUILD_WFA_PARALLEL=1 +endif + ############################################################################### # Configuration rules ############################################################################### @@ -41,16 +45,17 @@ ifeq ($(BUILD_EXAMPLES),1) APPS+=examples endif -release: CC_FLAGS+=-O3 -march=native -flto -release: build - -all: CC_FLAGS+=-O3 -march=native +all: CC_FLAGS+=-O3 -march=native #-flto -ffat-lto-objects all: build debug: build +ASAN_OPT=-fsanitize=address -fsanitize=undefined -fsanitize=shift -fsanitize=alignment +ASAN_OPT+=-fsanitize=signed-integer-overflow -fsanitize=bool -fsanitize=enum +ASAN_OPT+=-fsanitize=pointer-compare -fsanitize=pointer-overflow -fsanitize=builtin + # ASAN: ASAN_OPTIONS=detect_leaks=1:symbolize=1 LSAN_OPTIONS=verbosity=2:log_threads=1 -asan: CC_FLAGS+=-fsanitize=address -fno-omit-frame-pointer -fno-common +asan: CC_FLAGS+=$(ASAN_OPT) -fno-omit-frame-pointer -fno-common asan: build ############################################################################### @@ -69,9 +74,10 @@ lib_wfa: $(SUBDIRS) $(AR) $(AR_FLAGS) $(LIB_WFA_CPP) $(FOLDER_BUILD)/*.o $(FOLDER_BUILD_CPP)/*.o 2> /dev/null clean: - rm -rf $(FOLDER_BIN) $(FOLDER_BUILD) $(FOLDER_LIB) + rm -rf $(FOLDER_BIN) $(FOLDER_BUILD) $(FOLDER_LIB) 2> /dev/null $(MAKE) --directory=tools/align_benchmark clean $(MAKE) --directory=examples clean + rm -rf $(FOLDER_TESTS)/*.alg $(FOLDER_TESTS)/*.log* 2> /dev/null ############################################################################### # Subdir rule diff --git a/README.md b/README.md index a6d38627..b41e4008 100644 --- a/README.md +++ b/README.md @@ -4,7 +4,7 @@ ### 1.1 What is WFA? -The wavefront alignment (WFA) algorithm is an **exact** gap-affine algorithm that takes advantage of homologous regions between the sequences to accelerate the alignment process. Unlike to traditional dynamic programming algorithms that run in quadratic time, the WFA runs in time `O(ns+s^2)`, proportional to the sequence length `n` and the alignment score `s`, using `O(s^2)` memory. Moreover, the WFA algorithm exhibits simple computational patterns that the modern compilers can automatically vectorize for different architectures without adapting the code. To intuitively illustrate why the WFA algorithm is so interesting, look at the following figure. The left panel shows the cells computed by a classical dynamic programming based algorithm (like Smith-Waterman or Needleman Wunsch). In contrast, the right panel shows the cells computed by the WFA algorithm to obtain the same result (i.e., the optimal alignment). +The wavefront alignment (WFA) algorithm is an **exact** gap-affine algorithm that takes advantage of homologous regions between the sequences to accelerate the alignment process. Unlike to traditional dynamic programming algorithms that run in quadratic time, the WFA runs in time `O(ns+s^2)`, proportional to the sequence length `n` and the alignment score `s`, using `O(s^2)` memory (or `O(s)` using the ultralow/BiWFA mode). Moreover, the WFA algorithm exhibits simple computational patterns that the modern compilers can automatically vectorize for different architectures without adapting the code. To intuitively illustrate why the WFA algorithm is so interesting, look at the following figure. The left panel shows the cells computed by a classical dynamic programming based algorithm (like Smith-Waterman or Needleman Wunsch). In contrast, the right panel shows the cells computed by the WFA algorithm to obtain the same result (i.e., the optimal alignment).

@@ -37,7 +37,7 @@ Section [WFA2-lib features](#wfa2.features) explores the most relevant options a * [Alignment Span](#wfa2.span) * [Memory modes](#wfa2.mem) * [Heuristic modes](#wfa2.heuristics) - + * [Technical notes](#wfa2.other.notes) * [Reporting Bugs and Feature Request](#wfa2.complains) * [License](#wfa2.licence) * [Citation](#wfa2.cite) @@ -47,7 +47,7 @@ Section [WFA2-lib features](#wfa2.features) explores the most relevant options a - The WFA algorithm is an **exact algorithm**. If no heuristic is applied (e.g., band or adaptive pruning), the core algorithm guarantees to always find the optimal solution (i.e., best alignment score). Since its first release, some authors have referenced the WFA as approximated or heuristic, which is NOT the case. -- Given two sequences of length `n`, traditional dynamic-programming (DP) based methods (like Smith-Waterman or Needleman-Wunsch) compute the optimal alignment in `O(n^2)` time, using `O(n^2)` memory. In contrast, the WFA algorithm requires `O(ns+s^2)` time and `O(s^2)` memory (being `s` the optimal alignment score). Therefore, **the memory consumption of the WFA algorithm is not intrinsically higher than that of other methods**. Most DP-based methods can use heuristics (like banded, X-drop, or Z-drop) to reduce the execution time and the memory usage at the expense of losing accuracy. Likewise, **the WFA algorithm can also use heuristics to reduce the execution time and memory usage**. +- Given two sequences of length `n`, traditional dynamic-programming (DP) based methods (like Smith-Waterman or Needleman-Wunsch) compute the optimal alignment in `O(n^2)` time, using `O(n^2)` memory. In contrast, the WFA algorithm requires `O(ns+s^2)` time and `O(s^2)` memory (being `s` the optimal alignment score). Therefore, **the memory consumption of the WFA algorithm is not intrinsically higher than that of other methods**. Most DP-based methods can use heuristics (like banded, X-drop, or Z-drop) to reduce the execution time and the memory usage at the expense of losing accuracy. Likewise, **the WFA algorithm can also use heuristics to reduce the execution time and memory usage**. Moreover, the memory mode `ultralow` uses the BiWFA algorithm to execute in `O(ns+s^2)` time and linear `O(s)` memory. - **A note for the fierce competitors.** I can understand that science and publishing have become a fierce competition these days. Many researchers want their methods to be successful and popular, seeking funding, tenure, or even fame. If you are going to benchmark the WFA using the least favourable configuration, careless programming, and a disadvantageous setup, please, go ahead. But remember, researchers like you have put a lot of effort into developing the WFA. We all joined this "competition" because we sought to find better methods that could truly help other researchers. So, try to be nice, tone down the marketing, and produce fair evaluations and honest publications. @@ -142,12 +142,17 @@ cout << "Alignment score " << aligner.getAlignmentScore() << endl; **IMPORTANT.** Once an alignment object is created, **it is strongly recommended to reuse it to compute multiple alignments**. Creating and destroying the alignment object for every alignment computed can have a significant overhead. Reusing the alignment object allows repurposing internal data structures, minimising the cost of memory allocations, and avoiding multiple alignment setups and precomputations. +### 2.3 Rust bindings + +Rust bindings can be generated automatically using `bindgen`, see [bindings/rust/build.rs](bindings/rust/build.rs). +An example of how to use them is [here](./bindings/rust/example.rs). + ## 3. WFA2-LIB FEATURES * **Exact alignment** method that computes the optimal **alignment score** and/or **alignment CIGAR**. * Supports **multiple distance metrics** (i.e., indel, edit, gap-lineal, gap-affine, and dual-gap gap-affine). * Allows performing **end-to-end** (a.k.a. global) and **ends-free** (e.g., semi-global, extension, overlap) alignment. -* Implements **low-memory modes** to reduce and control memory consumption. +* Implements **low-memory modes** to reduce and control memory consumption (down to `O(s)` using the `ultralow` mode). * Supports various **heuristic strategies** to use on top of the core WFA algorithm. * WFA2-lib **operates with plain ASCII strings**. Although we mainly focus on aligning DNA/RNA sequences, the WFA algorithm and the WFA2-lib implementation work with any pair of strings. Moreover, these sequences do not have to be pre-processed (e.g., packed or profiled), nor any table must be precomputed (like the query profile, used within some Smith-Waterman implementations). * Due to its simplicity, the WFA algorithm can be automatically vectorized for any SIMD-compliant CPU supported by the compiler. For this reason, **the WFA2-lib implementation is independent of any specific ISA or processor model**. Unlike other hardware-dependent libraries, we aim to offer a multiplatform pairwise-alignment library that can be executed on different processors and models (e.g., SSE, AVX2, AVX512, POWER-ISA, ARM, NEON, SVE, SVE2, RISCV-RVV, ...). @@ -385,7 +390,7 @@ The WFA2 library allows computing alignments with different spans or shapes. Alt ### 3.4 Memory modes -The WFA2 library implements various memory modes: `wavefront_memory_high`, `wavefront_memory_med`, `wavefront_memory_low`. These modes allow regulating the overall memory consumption at the expense of execution time. The standard WFA algorithm, which stores explicitly all wavefronts in memory, correspond to the mode `wavefront_memory_high`. The other methods progressively reduce memory usage at the expense of slightly larger alignment times. These memory modes can be used transparently with other alignment options and generate identical results. Note that this option does not affect the score-only alignment mode (it already uses a minimal memory footprint of `O(s)`). +The WFA2 library implements various memory modes: `wavefront_memory_high`, `wavefront_memory_med`, `wavefront_memory_low`, and , `wavefront_memory_ultralow`. These modes allow regulating the overall memory consumption at the expense of execution time. The standard WFA algorithm, which stores explicitly all wavefronts in memory, correspond to the mode `wavefront_memory_high`. The other methods progressively reduce memory usage at the expense of slightly larger alignment times. These memory modes can be used transparently with other alignment options and generate identical results. Note that this option does not affect the score-only alignment mode (it already uses a minimal memory footprint of `O(s)`). ```C wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; @@ -394,7 +399,9 @@ The WFA2 library implements various memory modes: `wavefront_memory_high`, `wave ### 3.5 Heuristic modes -The WFA algorithm can be used combined with many heuristics to reduce the alignment time and memory used. As it happens to other alignment methods, heuristics can result in suboptimal solutions and loss of accuracy. Moreover, some heuristics may drop the alignment if the sequences exceed certain divergence thresholds (i.e., x-drop/z-drop). Due to the popularity and efficiency of these methods, the WFA2 library implements many of these heuristics. Note, **it is not about how little DP-matrix you compute, but about how good the resulting alignments are.** +The WFA algorithm can be used combined with many heuristics to reduce the alignment time and memory used. As it happens to other alignment methods, heuristics can result in suboptimal solutions and loss of accuracy. Moreover, some heuristics may drop the alignment if the sequences exceed certain divergence thresholds (i.e., x-drop/z-drop). Due to the popularity and efficiency of these methods, the WFA2 library implements many of these heuristics. Note, **it is not about how little DP-matrix you compute, but about how good/accurate the resulting alignments are.** + +WFA2's heuristics are classified into the following categories: ['wf-adaptive'](#wfa2.wfadaptive), ['drops'](#wfa2.drops), and ['bands'](#wfa2.bands). It is possible to combine a maximum of one heuristic from each category (OR-ing the strategy values or using the API). In the case of using multiple heuristics, these will applied in cascade, starting with 'wf-adaptive', then 'drops', and finally 'bands'. - **None (for comparison)**. If no heuristic is used, the WFA behaves exploring cells of the DP-matrix in increasing score order (increasing scores correspond to colours from blue to red). @@ -414,43 +421,83 @@ The WFA algorithm can be used combined with many heuristics to reduce the alignm attributes.heuristic.strategy = wf_heuristic_none; ``` -- **Banded alignment.** Sets a fixed band in the diagonals preventing the wavefront from growing beyond those limits. It allows setting the minimum diagonal (i.e., min_k) and maximum diagonal (i.e., max_k). +- **Heuristic wf-adaptive.** This WFA heuristic removes outer diagonals that are extremely far behind compared to other ones in the same wavefront. Unlike other methods, the adaptive-wavefront reduction heuristic prunes based on the potential of the diagonal to lead to the optimal solution without previous knowledge of the error between the sequences. + +```C + wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; + attributes.heuristic.strategy = wf_heuristic_wfadaptive; + attributes.heuristic.min_wavefront_length = 10; + attributes.heuristic.max_distance_threshold = 50; + attributes.heuristic.steps_between_cutoffs = 1; +``` + +        **Graphical examples:**

- - + + - - + +

Banded(10,10)

Banded(10,150)

Adaptive-WF(10,50)

Adaptive-WF(10,50,10)

+- **Heuristic drops.** This heuristic compares the maximum score computed so far with the score of the last computed cells. Depending on the score difference, these heuristic strategies can reduce the size of the wavefront computed or even abandon the alignment process. In the case of zero-match alignment, $M=1$ will be assumed just for computation of the score drop. Also note that this heuristic is not compatible with distances 'edit' or 'indel'. In this category, WFA2 implements 'X-drop' and 'Z-drop'. + +        **X-drop** implements the classical X-drop heuristic. For each diagonal $k$, the X-drop heuristic compares the current score $sw_k$ with the maximum observed score so far $sw_{max}$. If the difference drops more than the $xdrop$ parameter (i.e., $sw_{max} - sw_k > xdrop$), the heuristic prunes the diagonal $k$ as it is unlikely to lead to the optimum alignment. If all the diagonals are pruned under this criteria, the alignment process is abandoned. + ```C wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; - attributes.heuristic.strategy = wf_heuristic_banded_static; - attributes.heuristic.min_k = -10; - attributes.heuristic.max_k = +10; + attributes.heuristic.strategy = wf_heuristic_xdrop; + attributes.heuristic.xdrop = 100; + attributes.heuristic.steps_between_cutoffs = 100; ``` -- **Adaptive-Band alignment.** Similar to the static-band heuristic, it allows the band to move towards the diagonals closer to the end of the alignment. Unlike the static-band that is performed on each step, the adaptive-band heuristics allows configuring the number of steps between heuristic band cut-offs. +        **Z-drop** implements the Z-drop heuristic (as described in Minimap2). This heuristic halts the alignment process if the score drops too fast in the diagonal direction. Let $sw_{max}$ be the maximum observed score so far, computed at cell ($i'$,$j'$). Then, let $sw$ be the maximum score found in the last computed wavefront, computed at cell ($i$,$j$). The Z-drop heuristic stops the alignment process if $sw_{max} - sw > zdrop + gap_e·|(i-i')-(j-j')|$, being $gap_e$ the gap-extension penalty and $zdrop$ a parameter of the heuristic. + + +```C + wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; + attributes.heuristic.strategy = wf_heuristic_zdrop; + attributes.heuristic.zdrop = 100; + attributes.heuristic.steps_between_cutoffs = 100; +``` +        **Graphical examples:** +

- - + + + - - + + +

Adaptive-Band(10,10,1)

Adaptive-Band(50,50,1)

None

X-drop(200,1)

Y-drop(200,1)

+ +- **Heuristic bands.** These heuristics set a band in the diagonals preventing the wavefront from growing beyond those limits. It allows setting the minimum diagonal (i.e., min_k) and maximum diagonal (i.e., max_k). These heuristics are the most restrictive but the fastest and simplest to compute. In this category, WFA2 implements 'static-band' and 'adaptive-band'. + +        **Static-band** sets a fixed band in the diagonals preventing the wavefront from growing beyond those limits. It allows setting the minimum diagonal (i.e., min_k) and maximum diagonal (i.e., max_k). + +```C + wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; + attributes.heuristic.strategy = wf_heuristic_banded_static; + attributes.heuristic.min_k = -10; + attributes.heuristic.max_k = +10; +``` + +        **Adaptive-band** is similar to the static-band heuristic; however, it allows the band to move towards the diagonals closer to the end of the alignment. Unlike the static-band that is performed on each step, the adaptive-band heuristics allows configuring the number of steps between heuristic band cut-offs. + ```C wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; attributes.heuristic.strategy = wf_heuristic_banded_adaptive; @@ -459,52 +506,46 @@ The WFA algorithm can be used combined with many heuristics to reduce the alignm attributes.heuristic.steps_between_cutoffs = 1; ``` -- **Adaptive-Wavefront alignment.** This WFA heuristic removes outer diagonals that are extremely far behind compared to other ones in the same wavefront. Unlike other methods, the adaptive-wavefront reduction heuristic prunes based on the potential of the diagonal to lead to the optimal solution without previous knowledge of the error between the sequences. +        **Graphical examples:**

- - + + - - + + + + + + + + + +

Adaptive-WF(10,50)

Adaptive-WF(10,50,10)

Banded(10,10)

Banded(10,150)

Adaptive-Band(10,10,1)

Adaptive-Band(50,50,1)

-```C - wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; - attributes.heuristic.strategy = wf_heuristic_wfadaptive; - attributes.heuristic.min_wavefront_length = 10; - attributes.heuristic.max_distance_threshold = 50; - attributes.heuristic.steps_between_cutoffs = 1; -``` -- **X-drop.** [Under Testing] Implements the classical X-drop heuristic to abandon diagonals (or even alignments) that fall more than X from the previous best-observed score. +### 3.6 Some technical notes -```C - wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; - attributes.heuristic.strategy = wf_heuristic_xdrop; - attributes.heuristic.xdrop = 100; - attributes.heuristic.steps_between_cutoffs = 100; -``` - -- **Z-drop**. [Under Testing] Implements the Z-drop heuristic. It drops the diagonals (or even the alignment) if the score drops too fast in the diagonal direction. +- Thanks to Eizenga's formulation, WFA2-lib can operate with any match score. Although, in practice, M=0 is still the most efficient choice. -```C - wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; - attributes.heuristic.strategy = wf_heuristic_zdrop; - attributes.heuristic.zdrop = 100; - attributes.heuristic.steps_between_cutoffs = 100; -``` +- Note that edit and LCS are distance metrics and, thus, the score computed is always positive. However, weighted distances, like gap-linear and gap-affine, have the sign of the computed alignment evaluated under the selected penalties. If WFA2-lib is executed using $M=0$, the final score is expected to be negative. - +- All WFA2-lib algorithms/variants are stable. That is, for alignments having the same score, the library always resolves ties (between M, X, I,and D) using the same criteria: M (highest prio) > X > D > I (lowest prio). Nevertheless, the memory mode `ultralow` (BiWFA) is optimal (always reports the best alignment) but not stable. ## 4. REPORTING BUGS AND FEATURE REQUEST -Feedback and bug reporting is highly appreciated. Please report any issue or suggestion on github or email to the main developer (santiagomsola@gmail.com). +Feedback and bug reporting is highly appreciated. Please report any issue or suggestion on github or email to the main developer (santiagomsola@gmail.com). Don't hesitate to contact us +if: + - You experience any bug or crash. + - You want to request a feature or have any suggestion. + - Your application using the library is running slower than it should or you expected. + - Need help integrating the library into your tool. ## 5. LICENSE @@ -514,7 +555,7 @@ WFA2-lib is distributed under MIT licence. [Santiago Marco-Sola](https://github.com/smarco) (santiagomsola@gmail.com) is the main developer and the person you should address your complaints. -[Andrea Guarracino](https://github.com/AndreaGuarracino) and [Erik Garrison](https://github.com/ekg) have contributed to the design of new features and intensive testing of this library. +[Andrea Guarracino](https://github.com/AndreaGuarracino) and [Erik Garrison](https://github.com/ekg) have contributed to the design of new features and intensive testing of the library. Miquel Moretó has contributed with fruitful technical discussions and tireless efforts seeking funding, so we could keep working on this project. @@ -528,3 +569,5 @@ Miquel Moretó has contributed with fruitful technical discussions and tireless **Santiago Marco-Sola, Juan Carlos Moure, Miquel Moreto, Antonio Espinosa**. ["Fast gap-affine pairwise alignment using the wavefront algorithm."](https://doi.org/10.1093/bioinformatics/btaa777) Bioinformatics, 2020. +**Santiago Marco-Sola, Jordan M Eizenga, Andrea Guarracino, Benedict Paten, Erik Garrison, Miquel Moreto**. Optimal gap-affine alignment in O(s) space. _bioRxiv_ (2022). DOI [2022.04.14.488380](https://doi.org/10.1101/2022.04.14.488380) + diff --git a/VERSION b/VERSION index 28c21392..e70ef1dd 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -v2.1 +v2.3 diff --git a/alignment/affine2p_penalties.h b/alignment/affine2p_penalties.h index 8b660718..50e0b182 100644 --- a/alignment/affine2p_penalties.h +++ b/alignment/affine2p_penalties.h @@ -32,8 +32,6 @@ #ifndef AFFINE2P_PENALTIES_H_ #define AFFINE2P_PENALTIES_H_ -#include "utils/commons.h" - /* * Affine 2-piece penalties */ diff --git a/alignment/affine_penalties.h b/alignment/affine_penalties.h index 3d0f6382..1306a62d 100644 --- a/alignment/affine_penalties.h +++ b/alignment/affine_penalties.h @@ -32,8 +32,6 @@ #ifndef AFFINE_PENALTIES_H_ #define AFFINE_PENALTIES_H_ -#include "utils/commons.h" - /* * Affine penalties */ diff --git a/alignment/cigar.c b/alignment/cigar.c index 46ed26b4..4c4efe39 100644 --- a/alignment/cigar.c +++ b/alignment/cigar.c @@ -29,15 +29,17 @@ * DESCRIPTION: Edit cigar data-structure (match/mismatch/insertion/deletion) */ +#include "utils/commons.h" #include "cigar.h" /* * Setup */ -void cigar_allocate( - cigar_t* const cigar, +cigar_t* cigar_new( const int max_operations, mm_allocator_t* const mm_allocator) { + // Allocate + cigar_t* const cigar = mm_allocator_alloc(mm_allocator,cigar_t); // Allocate buffer cigar->max_operations = max_operations; cigar->operations = mm_allocator_malloc(mm_allocator,cigar->max_operations); @@ -46,6 +48,8 @@ void cigar_allocate( cigar->score = INT32_MIN; // MM cigar->mm_allocator = mm_allocator; + // Return + return cigar; } void cigar_clear( cigar_t* const cigar) { @@ -70,6 +74,7 @@ void cigar_resize( void cigar_free( cigar_t* const cigar) { mm_allocator_free(cigar->mm_allocator,cigar->operations); + mm_allocator_free(cigar->mm_allocator,cigar); } /* * Accessors @@ -251,6 +256,41 @@ void cigar_copy( cigar_src->operations+cigar_src->begin_offset, cigar_src->end_offset-cigar_src->begin_offset); } +void cigar_append( + cigar_t* const cigar_dst, + cigar_t* const cigar_src) { + // Append + const int cigar_length = cigar_src->end_offset - cigar_src->begin_offset; + char* const operations_src = cigar_src->operations + cigar_src->begin_offset; + char* const operations_dst = cigar_dst->operations + cigar_dst->end_offset; + memcpy(operations_dst,operations_src,cigar_length); + // Update offset + cigar_dst->end_offset += cigar_length; +} +void cigar_append_deletion( + cigar_t* const cigar, + const int length) { + // Append deletions + char* const operations = cigar->operations + cigar->end_offset; + int i; + for (i=0;iend_offset += length; +} +void cigar_append_insertion( + cigar_t* const cigar, + const int length) { + // Append insertions + char* const operations = cigar->operations + cigar->end_offset; + int i; + for (i=0;iend_offset += length; +} bool cigar_check_alignment( FILE* const stream, const char* const pattern, @@ -467,5 +507,3 @@ void cigar_print_pretty( mm_allocator_free(mm_allocator,ops_alg); mm_allocator_free(mm_allocator,text_alg); } - - diff --git a/alignment/cigar.h b/alignment/cigar.h index d509c425..fbc24ce5 100644 --- a/alignment/cigar.h +++ b/alignment/cigar.h @@ -32,7 +32,6 @@ #ifndef CIGAR_H_ #define CIGAR_H_ -#include "utils/commons.h" #include "system/mm_allocator.h" #include "alignment/linear_penalties.h" #include "alignment/affine_penalties.h" @@ -56,8 +55,7 @@ typedef struct { /* * Setup */ -void cigar_allocate( - cigar_t* const cigar, +cigar_t* cigar_new( const int max_operations, mm_allocator_t* const mm_allocator); void cigar_clear( @@ -104,6 +102,17 @@ int cigar_cmp( void cigar_copy( cigar_t* const cigar_dst, cigar_t* const cigar_src); + +void cigar_append( + cigar_t* const cigar_dst, + cigar_t* const cigar_src); +void cigar_append_deletion( + cigar_t* const cigar, + const int length); +void cigar_append_insertion( + cigar_t* const cigar, + const int length); + bool cigar_check_alignment( FILE* const stream, const char* const pattern, diff --git a/alignment/score_matrix.c b/alignment/score_matrix.c index e6b7caee..c656a556 100644 --- a/alignment/score_matrix.c +++ b/alignment/score_matrix.c @@ -29,8 +29,10 @@ * DESCRIPTION: Score matrix for alignment using dynamic programming */ +#include "utils/commons.h" #include "score_matrix.h" + /* * Setup */ @@ -114,7 +116,3 @@ void score_matrix_print( } fprintf(stream,"\n"); } - - - - diff --git a/alignment/score_matrix.h b/alignment/score_matrix.h index b6d4633e..8abaf996 100644 --- a/alignment/score_matrix.h +++ b/alignment/score_matrix.h @@ -32,7 +32,6 @@ #ifndef SCORE_MATRIX_H_ #define SCORE_MATRIX_H_ -#include "utils/commons.h" #include "system/mm_allocator.h" #include "alignment/cigar.h" diff --git a/bindings/cpp/WFAligner.cpp b/bindings/cpp/WFAligner.cpp index 82559360..d2f4c826 100644 --- a/bindings/cpp/WFAligner.cpp +++ b/bindings/cpp/WFAligner.cpp @@ -51,9 +51,11 @@ WFAligner::WFAligner( case MemoryHigh: this->attributes.memory_mode = wavefront_memory_high; break; case MemoryMed: this->attributes.memory_mode = wavefront_memory_med; break; case MemoryLow: this->attributes.memory_mode = wavefront_memory_low; break; + case MemoryUltralow: this->attributes.memory_mode = wavefront_memory_ultralow; break; default: this->attributes.memory_mode = wavefront_memory_high; break; } this->attributes.alignment_scope = (alignmentScope==Score) ? compute_score : compute_alignment; + //this->attributes.system.verbose = 2; this->wfAligner = nullptr; } WFAligner::~WFAligner() { @@ -127,9 +129,11 @@ WFAligner::AlignmentStatus WFAligner::alignEndsFree( const int textBeginFree, const int textEndFree) { // Delegate - return alignEnd2End( + return alignEndsFree( pattern.c_str(),pattern.length(), - text.c_str(),text.length()); + patternBeginFree,patternEndFree, + text.c_str(),text.length(), + textBeginFree,textEndFree); } /* * Alignment resume @@ -165,6 +169,14 @@ void WFAligner::setHeuristicWFadaptive( wfAligner,min_wavefront_length, max_distance_threshold,steps_between_cutoffs); } +void WFAligner::setHeuristicWFmash( + const int min_wavefront_length, + const int max_distance_threshold, + const int steps_between_cutoffs) { + wavefront_aligner_set_heuristic_wfmash( + wfAligner,min_wavefront_length, + max_distance_threshold,steps_between_cutoffs); +} void WFAligner::setHeuristicXDrop( const int xdrop, const int steps_between_cutoffs) { @@ -194,23 +206,33 @@ void WFAligner::setMaxAlignmentScore( wfAligner,maxAlignmentScore); } void WFAligner::setMaxMemory( - const uint64_t maxMemoryCompact, const uint64_t maxMemoryResident, const uint64_t maxMemoryAbort) { - wavefront_aligner_set_max_memory(wfAligner, - maxMemoryCompact,maxMemoryResident,maxMemoryAbort); + wavefront_aligner_set_max_memory(wfAligner,maxMemoryResident,maxMemoryAbort); +} +// Parallelization +void WFAligner::setMaxNumThreads( + const int maxNumThreads) { + wavefront_aligner_set_max_num_threads(wfAligner, maxNumThreads); +} +void WFAligner::setMinOffsetsPerThread( + const int minOffsetsPerThread) { + wavefront_aligner_set_min_offsets_per_thread(wfAligner, minOffsetsPerThread); } /* * Accessors */ int WFAligner::getAlignmentScore() { - return wfAligner->cigar.score; + return wfAligner->cigar->score; +} +int WFAligner::getAlignmentStatus() { + return wfAligner->align_status.status; } void WFAligner::getAlignmentCigar( char** const cigarOperations, int* cigarLength) { - *cigarOperations = wfAligner->cigar.operations + wfAligner->cigar.begin_offset; - *cigarLength = wfAligner->cigar.end_offset - wfAligner->cigar.begin_offset; + *cigarOperations = wfAligner->cigar->operations + wfAligner->cigar->begin_offset; + *cigarLength = wfAligner->cigar->end_offset - wfAligner->cigar->begin_offset; } std::string WFAligner::getAlignmentCigar() { // Fetch CIGAR @@ -266,6 +288,19 @@ WFAlignerGapLinear::WFAlignerGapLinear( attributes.linear_penalties.indel = indel; wfAligner = wavefront_aligner_new(&attributes); } +WFAlignerGapLinear::WFAlignerGapLinear( + const int match, + const int mismatch, + const int indel, + const AlignmentScope alignmentScope, + const MemoryModel memoryModel) : + WFAligner(alignmentScope,memoryModel) { + attributes.distance_metric = gap_linear; + attributes.linear_penalties.match = match; + attributes.linear_penalties.mismatch = mismatch; + attributes.linear_penalties.indel = indel; + wfAligner = wavefront_aligner_new(&attributes); +} /* * Gap-Affine Aligner (a.k.a Smith-Waterman-Gotoh) */ @@ -283,6 +318,21 @@ WFAlignerGapAffine::WFAlignerGapAffine( attributes.affine_penalties.gap_extension = gapExtension; wfAligner = wavefront_aligner_new(&attributes); } +WFAlignerGapAffine::WFAlignerGapAffine( + const int match, + const int mismatch, + const int gapOpening, + const int gapExtension, + const AlignmentScope alignmentScope, + const MemoryModel memoryModel) : + WFAligner(alignmentScope,memoryModel) { + attributes.distance_metric = gap_affine; + attributes.affine_penalties.match = match; + attributes.affine_penalties.mismatch = mismatch; + attributes.affine_penalties.gap_opening = gapOpening; + attributes.affine_penalties.gap_extension = gapExtension; + wfAligner = wavefront_aligner_new(&attributes); +} /* * Gap-Affine Dual-Cost Aligner (a.k.a. concave 2-pieces) */ @@ -304,6 +354,25 @@ WFAlignerGapAffine2Pieces::WFAlignerGapAffine2Pieces( attributes.affine2p_penalties.gap_extension2 = gapExtension2; wfAligner = wavefront_aligner_new(&attributes); } +WFAlignerGapAffine2Pieces::WFAlignerGapAffine2Pieces( + const int match, + const int mismatch, + const int gapOpening1, + const int gapExtension1, + const int gapOpening2, + const int gapExtension2, + const AlignmentScope alignmentScope, + const MemoryModel memoryModel) : + WFAligner(alignmentScope,memoryModel) { + attributes.distance_metric = gap_affine_2p; + attributes.affine2p_penalties.match = match; + attributes.affine2p_penalties.mismatch = mismatch; + attributes.affine2p_penalties.gap_opening1 = gapOpening1; + attributes.affine2p_penalties.gap_extension1 = gapExtension1; + attributes.affine2p_penalties.gap_opening2 = gapOpening2; + attributes.affine2p_penalties.gap_extension2 = gapExtension2; + wfAligner = wavefront_aligner_new(&attributes); +} } /* namespace wfa */ diff --git a/bindings/cpp/WFAligner.hpp b/bindings/cpp/WFAligner.hpp index 6fe861d3..373bb2d2 100644 --- a/bindings/cpp/WFAligner.hpp +++ b/bindings/cpp/WFAligner.hpp @@ -34,9 +34,7 @@ #include -extern "C" { - #include "../../wavefront/wavefront_aligner.h" -} +#include "../../wavefront/wfa.hpp" /* * Namespace @@ -53,6 +51,7 @@ class WFAligner { MemoryHigh, MemoryMed, MemoryLow, + MemoryUltralow, }; enum AlignmentScope { Score, @@ -60,7 +59,7 @@ class WFAligner { }; enum AlignmentStatus { StatusSuccessful = WF_STATUS_SUCCESSFUL, - StatusDropped = WF_STATUS_HEURISTICALY_DROPPED, + StatusUnfeasible = WF_STATUS_UNFEASIBLE, StatusMaxScoreReached = WF_STATUS_MAX_SCORE_REACHED, StatusOOM = WF_STATUS_OOM, }; @@ -115,6 +114,10 @@ class WFAligner { const int min_wavefront_length, const int max_distance_threshold, const int steps_between_cutoffs = 1); + void setHeuristicWFmash( + const int min_wavefront_length, + const int max_distance_threshold, + const int steps_between_cutoffs = 1); void setHeuristicXDrop( const int xdrop, const int steps_between_cutoffs = 1); @@ -129,11 +132,16 @@ class WFAligner { void setMaxAlignmentScore( const int maxAlignmentScore); void setMaxMemory( - const uint64_t maxMemoryCompact, const uint64_t maxMemoryResident, const uint64_t maxMemoryAbort); + // Parallelization + void setMaxNumThreads( + const int maxNumThreads); + void setMinOffsetsPerThread( + const int minOffsetsPerThread); // Accessors int getAlignmentScore(); + int getAlignmentStatus(); void getAlignmentCigar( char** const cigarOperations, int* cigarLength); @@ -182,6 +190,12 @@ class WFAlignerGapLinear : public WFAligner { const int indel, const AlignmentScope alignmentScope, const MemoryModel memoryModel = MemoryHigh); + WFAlignerGapLinear( + const int match, + const int mismatch, + const int indel, + const AlignmentScope alignmentScope, + const MemoryModel memoryModel = MemoryHigh); }; /* * Gap-Affine Aligner (a.k.a Smith-Waterman-Gotoh) @@ -194,6 +208,13 @@ class WFAlignerGapAffine : public WFAligner { const int gapExtension, const AlignmentScope alignmentScope, const MemoryModel memoryModel = MemoryHigh); + WFAlignerGapAffine( + const int match, + const int mismatch, + const int gapOpening, + const int gapExtension, + const AlignmentScope alignmentScope, + const MemoryModel memoryModel = MemoryHigh); }; /* * Gap-Affine Dual-Cost Aligner (a.k.a. concave 2-pieces) @@ -208,6 +229,15 @@ class WFAlignerGapAffine2Pieces : public WFAligner { const int gapExtension2, const AlignmentScope alignmentScope, const MemoryModel memoryModel = MemoryHigh); + WFAlignerGapAffine2Pieces( + const int match, + const int mismatch, + const int gapOpening1, + const int gapExtension1, + const int gapOpening2, + const int gapExtension2, + const AlignmentScope alignmentScope, + const MemoryModel memoryModel = MemoryHigh); }; } /* namespace wfa */ diff --git a/bindings/rust/build.rs b/bindings/rust/build.rs new file mode 100644 index 00000000..fcb41a22 --- /dev/null +++ b/bindings/rust/build.rs @@ -0,0 +1,65 @@ +//! WFA bindings for rust using Bindgen. +//! +//! First, add `bindgen` to your dependencies: +//! ```toml +//! [build-dependencies] +//! bindgen = "0.60.1" +//! ``` +//! +//! Then save this file as `build.rs` in the root of your crate. +//! Update the paths below to match your WFA installation/repository. +//! +//! The example has the WFA2-lib repository cloned in `../wfa2`. +//! Make sure to run `make lib_wfa` in the WFA repository. +//! The code below will tell cargo to link against `../wfa2/lib/libwfa.a`. +//! +//! The bindings will be writted to a special `OUT_DIR` set by cargo. See +//! `example.rs` for an example of how to include and use the generated +//! bindings. + +extern crate bindgen; + +use std::env; +use std::path::PathBuf; + +fn wfa() { + // 1. Link instructions for Cargo. + + // The directory of the WFA libraries, added to the search path. + println!("cargo:rustc-link-search=../wfa2/lib"); + // Link the `wfa-lib` library. + println!("cargo:rustc-link-lib=wfa"); + // Also link `omp`. + println!("cargo:rustc-link-lib=omp"); + // Invalidate the built crate whenever the linked library changes. + println!("cargo:rerun-if-changed=../wfa2/lib/libwfa.a"); + + // 2. Generate bindings. + + let bindings = bindgen::Builder::default() + // Generate bindings for this header file. + .header("../wfa2/wavefront/wavefront_align.h") + // Add this directory to the include path to find included header files. + .clang_arg("-I../wfa2") + // Generate bindings for all functions starting with `wavefront_`. + .allowlist_function("wavefront_.*") + // Generate bindings for all variables starting with `wavefront_`. + .allowlist_var("wavefront_.*") + // Invalidate the built crate whenever any of the included header files + // changed. + .parse_callbacks(Box::new(bindgen::CargoCallbacks)) + // Finish the builder and generate the bindings. + .generate() + // Unwrap the Result and panic on failure. + .expect("Unable to generate bindings"); + + // Write the bindings to the $OUT_DIR/bindings_wfa.rs file. + let out_path = PathBuf::from(env::var("OUT_DIR").unwrap()); + bindings + .write_to_file(out_path.join("bindings_wfa.rs")) + .expect("Couldn't write bindings!"); +} + +fn main() { + wfa(); +} diff --git a/bindings/rust/example.rs b/bindings/rust/example.rs new file mode 100644 index 00000000..0ac3cc48 --- /dev/null +++ b/bindings/rust/example.rs @@ -0,0 +1,46 @@ +/// Include the generated bindings into a separate module. +#[allow(non_upper_case_globals)] +#[allow(non_snake_case)] +#[allow(non_camel_case_types)] +#[allow(unused)] +mod wfa { + include!(concat!(env!("OUT_DIR"), "/bindings_wfa.rs")); +} + +/// Compute the affine alignment score between `a` and `b` with the given substitution, +/// gap-open, and gap-extend penalties. +fn linear_score(a: &[i8], b: &[i8], sub: i32, indel: i32) -> i32 { + unsafe { + let mut attributes = wfa::wavefront_aligner_attr_default; + // Do not use a heuristic (enabled by default). + attributes.heuristic.strategy = wfa::wf_heuristic_strategy_wf_heuristic_none; + // Only compute the score (not a path). + attributes.alignment_scope = wfa::alignment_scope_t_compute_score; + + // Set the cost model and parameters. + attributes.distance_metric = wfa::distance_metric_t_gap_affine; + attributes.affine_penalties.mismatch = mismatch as i32; + attributes.affine_penalties.gap_opening = gap_open as i32; + attributes.affine_penalties.gap_extension = gap_extend as i32; + + // Initialize the aligner object. + // This should be reused for multiple queries. + let wf_aligner = wfa::wavefront_aligner_new(&mut attributes); + + // Do the alignment. + let status = wfa::wavefront_align( + wf_aligner, + a.as_ptr(), + a.len() as i32, + b.as_ptr(), + b.len() as i32, + ); + assert_eq!(status, 0); + + let score = (*wf_aligner).cigar.score; + + // Clean up memory. + wfa::wavefront_aligner_delete(wf_aligner); + score + } +} diff --git a/examples/Makefile b/examples/Makefile index 9b3da8fd..34736835 100644 --- a/examples/Makefile +++ b/examples/Makefile @@ -9,17 +9,18 @@ FOLDER_BIN=bin # Rules ############################################################################### LIB_WFA=$(FOLDER_LIB)/libwfa.a +LIBS=-fopenmp -lm all: setup examples_c examples_cpp examples_c: *.c $(LIB_WFA) - $(CC) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_basic.c -o $(FOLDER_BIN)/wfa_basic -lwfa -lm - $(CC) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_adapt.c -o $(FOLDER_BIN)/wfa_adapt -lwfa -lm - $(CC) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_repeated.c -o $(FOLDER_BIN)/wfa_repeated -lwfa -lm + $(CC) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_basic.c -o $(FOLDER_BIN)/wfa_basic -lwfa $(LIBS) + $(CC) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_adapt.c -o $(FOLDER_BIN)/wfa_adapt -lwfa $(LIBS) + $(CC) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_repeated.c -o $(FOLDER_BIN)/wfa_repeated -lwfa $(LIBS) examples_cpp: *.cpp $(LIB_WFA) - $(CPP) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_bindings.cpp -o $(FOLDER_BIN)/wfa_bindings -lwfacpp - $(CPP) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_lambda.cpp -o $(FOLDER_BIN)/wfa_lambda -lwfacpp + $(CPP) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_bindings.cpp -o $(FOLDER_BIN)/wfa_bindings -lwfacpp $(LIBS) + $(CPP) $(CC_FLAGS) -L$(FOLDER_LIB) -I$(FOLDER_WFA) wfa_lambda.cpp -o $(FOLDER_BIN)/wfa_lambda -lwfacpp $(LIBS) setup: @mkdir -p $(FOLDER_BIN) diff --git a/examples/wfa_adapt.c b/examples/wfa_adapt.c index efa99e78..2766a206 100644 --- a/examples/wfa_adapt.c +++ b/examples/wfa_adapt.c @@ -29,6 +29,7 @@ * DESCRIPTION: WFA Sample-Code */ +#include "utils/commons.h" #include "wavefront/wavefront_align.h" int main(int argc,char* argv[]) { @@ -51,10 +52,10 @@ int main(int argc,char* argv[]) { wavefront_aligner_t* const wf_aligner = wavefront_aligner_new(&attributes); // Align wavefront_align(wf_aligner,pattern,strlen(pattern),text,strlen(text)); - fprintf(stderr,"WFA-Alignment returns score %d\n",wf_aligner->cigar.score); + fprintf(stderr,"WFA-Alignment returns score %d\n",wf_aligner->cigar->score); // Count mismatches, deletions, and insertions int i, misms=0, ins=0, del=0; - cigar_t* const cigar = &wf_aligner->cigar; + cigar_t* const cigar = wf_aligner->cigar; for (i=cigar->begin_offset;iend_offset;++i) { switch (cigar->operations[i]) { case 'M': break; diff --git a/examples/wfa_basic.c b/examples/wfa_basic.c index 2ba0b007..1b3751ff 100644 --- a/examples/wfa_basic.c +++ b/examples/wfa_basic.c @@ -29,6 +29,7 @@ * DESCRIPTION: WFA Sample-Code */ +#include "utils/commons.h" #include "wavefront/wavefront_align.h" int main(int argc,char* argv[]) { @@ -46,15 +47,15 @@ int main(int argc,char* argv[]) { wavefront_aligner_t* const wf_aligner = wavefront_aligner_new(&attributes); // Align wavefront_align(wf_aligner,pattern,strlen(pattern),text,strlen(text)); - fprintf(stderr,"WFA-Alignment returns score %d\n",wf_aligner->cigar.score); + fprintf(stderr,"WFA-Alignment returns score %d\n",wf_aligner->cigar->score); // Display alignment fprintf(stderr," PATTERN %s\n",pattern); fprintf(stderr," TEXT %s\n",text); fprintf(stderr," SCORE (RE)COMPUTED %d\n", - cigar_score_gap_affine(&wf_aligner->cigar,&attributes.affine_penalties)); + cigar_score_gap_affine(wf_aligner->cigar,&attributes.affine_penalties)); cigar_print_pretty(stderr, pattern,strlen(pattern),text,strlen(text), - &wf_aligner->cigar,wf_aligner->mm_allocator); + wf_aligner->cigar,wf_aligner->mm_allocator); // Free wavefront_aligner_delete(wf_aligner); } diff --git a/examples/wfa_repeated.c b/examples/wfa_repeated.c index 6bc78957..e0efe0d7 100644 --- a/examples/wfa_repeated.c +++ b/examples/wfa_repeated.c @@ -29,6 +29,7 @@ * DESCRIPTION: WFA Sample-Code */ +#include "utils/commons.h" #include "wavefront/wavefront_align.h" int main(int argc,char* argv[]) { diff --git a/guix.scm b/guix.scm new file mode 100644 index 00000000..7900b5a9 --- /dev/null +++ b/guix.scm @@ -0,0 +1,66 @@ +;; Set up build environment using GNU Guix packages +;; +;; CC0 license, Pjotr Prins (c) 2022 +;; +;; To use this file to build HEAD: +;; +;; guix build -f guix.scm +;; +;; To get a development container (emacs shell will work) +;; +;; guix shell -C -D -f guix.scm +;; +;; For the tests you need /bin/bash. In a container create it with +;; +;; mkdir -p /bin ; ln -s $GUIX_ENVIRONMENT/bin/bash /bin/bash +;; +;; and run the tests with +;; +;; env CC=gcc make +;; ./tests/wfa.utest.sh + +(use-modules + ((guix licenses) #:prefix license:) + (guix gexp) + (guix packages) + (guix git-download) + (guix build-system cmake) + (gnu packages algebra) + (gnu packages autotools) + (gnu packages base) + (gnu packages bash) + (gnu packages compression) + (gnu packages build-tools) + (gnu packages check) + (gnu packages curl) + (gnu packages gcc) + (gnu packages gdb) + (gnu packages llvm) + (gnu packages parallel) + (gnu packages pkg-config) + (srfi srfi-1) + (ice-9 popen) + (ice-9 rdelim)) + +(define %source-dir (dirname (current-filename))) + +(define %git-commit + (read-string (open-pipe "git show HEAD | head -1 | cut -d ' ' -f 2" OPEN_READ))) + +(define-public wfa2-lib-git + (package + (name "wfa2-lib-git") + (version (git-version "1.3" "HEAD" %git-commit)) + (source (local-file %source-dir #:recursive? #f)) + (build-system cmake-build-system) + (inputs + `(("bash" ,bash) + ("gdb" ,gdb))) + (native-inputs + `(("pkg-config" ,pkg-config))) + (home-page "https://github.com/smarco/WFA2-lib/") + (synopsis "Library for wavefront aligner") + (description "The wavefront alignment (WFA) algorithm is an **exact** gap-affine algorithm that takes advantage of homologous regions between the sequences to accelerate the alignment process. Unlike to traditional dynamic programming algorithms that run in quadratic time, the WFA runs in time `O(ns+s^2)`, proportional to the sequence length `n` and the alignment score `s`, using `O(s^2)` memory (or `O(s)` using the ultralow/BiWFA mode).") + (license license:expat))) ;; MIT license + +wfa2-lib-git diff --git a/img/heuristics.drop.none.png b/img/heuristics.drop.none.png new file mode 100644 index 00000000..3ae7b8a9 Binary files /dev/null and b/img/heuristics.drop.none.png differ diff --git a/img/heuristics.xdrop.200.png b/img/heuristics.xdrop.200.png new file mode 100644 index 00000000..8a380493 Binary files /dev/null and b/img/heuristics.xdrop.200.png differ diff --git a/img/heuristics.zdrop.200.png b/img/heuristics.zdrop.200.png new file mode 100644 index 00000000..29f7b196 Binary files /dev/null and b/img/heuristics.zdrop.200.png differ diff --git a/scripts/alg.cmp.score.sh b/scripts/alg.cmp.score.sh deleted file mode 100755 index 5f94963e..00000000 --- a/scripts/alg.cmp.score.sh +++ /dev/null @@ -1,13 +0,0 @@ -#!/bin/bash -# PROJECT: Wavefront Alignments Algorithms -# LICENCE: MIT License -# AUTHOR(S): Santiago Marco-Sola -# DESCRIPTION: Compare alg files -# USAGE: ./alg.cmp.score.sh checkfile1.alg checkfile2.alg - -# Parameters -FILE1=$1 -FILE2=$1 - -# Compare -diff <(awk '{print $1}' $FILE1) <(awk '{print $1}' $FILE2) diff --git a/scripts/fasta2seq.sh b/scripts/fasta2seq.sh old mode 100644 new mode 100755 index 3ef3f0ee..e9a6371f --- a/scripts/fasta2seq.sh +++ b/scripts/fasta2seq.sh @@ -1,2 +1,13 @@ #!/bin/bash -awk '{if($0~/^>/){printf("\n>")}else{printf($0)}}' | tail -n +2 +# PROJECT: Wavefront Alignments Algorithms +# LICENCE: MIT License +# AUTHOR(S): Santiago Marco-Sola +# DESCRIPTION: Convert FASTA format to SEQ format +# USAGE: ./fasta2seq.sh file.fasta file.seq + +FILE_FASTA=$1 +FILE_SEQ=$2 + +awk '{ if (NR%4==1) {printf(">")} \ + else if (NR%4==3) {printf("<")} \ + else {print($0)} }' $FILE_FASTA > $FILE_SEQ diff --git a/scripts/seq2fasta.sh b/scripts/seq2fasta.sh new file mode 100755 index 00000000..0ac1c99c --- /dev/null +++ b/scripts/seq2fasta.sh @@ -0,0 +1,14 @@ +#!/bin/bash +# PROJECT: Wavefront Alignments Algorithms +# LICENCE: MIT License +# AUTHOR(S): Santiago Marco-Sola +# DESCRIPTION: Convert SEQ format to FASTA format +# USAGE: ./seq2fasta.sh file.seq file.fasta + +FILE_SEQ=$1 +FILE_FASTA=$2 + +cat $FILE_SEQ | paste - - | awk '{ \ + s1=substr($1,2,length($1)-1); \ + s2=substr($2,2,length($2)-1); \ + printf(">Seq.%d/1\n%s\n>Seq.%d/2\n%s\n",NR,s1,NR,s2)}' > $FILE_FASTA \ No newline at end of file diff --git a/scripts/wfa.alg.cmp.py b/scripts/wfa.alg.cmp.py new file mode 100644 index 00000000..de073138 --- /dev/null +++ b/scripts/wfa.alg.cmp.py @@ -0,0 +1,270 @@ +#!/usr/bin/python3 +# PROJECT: Wavefront Alignments Algorithms +# LICENCE: MIT License +# AUTHOR(S): Santiago Marco-Sola +# DESCRIPTION: Compare alignment (*.alg) files +# USAGE: python3 wfa.alg.cmp.py -h + +import sys +import re +import enum +import argparse + +import numpy as np +import matplotlib +import matplotlib.pyplot as plt +from matplotlib.patches import Rectangle +from scipy.constants.constants import alpha + +################################################################################ +# Distances & penalties +################################################################################ +class Distance(enum.Enum): + edit = 1 + gap_linear = 2 + gap_affine = 3 + gap_affine_2p = 4 + +class Penalties: + def __init__(self): + self.distance = Distance.edit + self.match = 0 + self.mismatch = 0 + self.indel = 0 + self.gap_open1 = 0 + self.gap_extend1 = 0 + self.gap_open2 = 0 + self.gap_extend2 = 0 + +def cigar_compute_score_edit(cigar_vector,penalties,ignore_misms): + score = 0 + for op in cigar_vector: + if op[1] in "DI": score += int(op[0]) + if op[1] in "X" and not ignore_misms: score += int(op[0]) + return score + +def cigar_compute_score_linear(cigar_vector,penalties,ignore_misms): + score = 0 + for op in cigar_vector: + if op[1] == "M": score -= int(op[0]) * penalties.match + if op[1] == "X" and not ignore_misms: score -= int(op[0]) * penalties.mismatch + if op[1] in "DI": score -= int(op[0]) * penalties.indel + return score + +def cigar_compute_score_affine(cigar_vector,penalties,ignore_misms): + score = 0 + for op in cigar_vector: + if op[1] == "M": score -= int(op[0]) * penalties.match + if op[1] == "X" and not ignore_misms: score -= int(op[0]) * penalties.mismatch + if op[1] in "DI": score -= penalties.gap_open1 + int(op[0]) * penalties.gap_extend1 + return score + +def cigar_compute_score_affine_2p(cigar_vector,penalties,ignore_misms): + score = 0 + for op in cigar_vector: + if op[1] == "M": score -= int(op[0]) * penalties.match + if op[1] == "X" and not ignore_misms: score -= int(op[0]) * penalties.mismatch + if op[1] in "DI": + score1 = penalties.gap_open1 + int(op[0]) * penalties.gap_extend1 + score2 = penalties.gap_open2 + int(op[0]) * penalties.gap_extend2 + score -= min(score1,score2) + return score + +def cigar_compute_score(cigar,penalties,ignore_misms): + # Parse CIGAR + # cigar = "10M3D5M1I10M" + # cigar_vector = [('10', 'M'), ('3', 'D'), ('5', 'M'), ('1', 'I'), ('10', 'M')] + cigar_vector = re.findall(r'(\d+)([MXDI])',cigar) + # Evaluate CIGAR + if penalties.distance == Distance.edit: + return cigar_compute_score_edit(cigar_vector,penalties,ignore_misms) + elif penalties.distance == Distance.gap_linear: + return cigar_compute_score_linear(cigar_vector,penalties,ignore_misms) + elif penalties.distance == Distance.gap_affine: + return cigar_compute_score_affine(cigar_vector,penalties,ignore_misms) + elif penalties.distance == Distance.gap_affine_2p: + return cigar_compute_score_affine_2p(cigar_vector,penalties,ignore_misms) + +################################################################################ +# Alignment stats +################################################################################ +class AlignmentStats: + def __init__(self): + self.score_same = 0 + self.score_best1 = 0 + self.score_best2 = 0 + self.scores1 = list() + self.scores2 = list() + + def __str__(self): + total_alignments = float(self.score_same + self.score_best1 + self.score_best2) + str = "[WFACompareAlignments::Stats]\n" + str += " => Alignments.common %d (%2.1f %%)\n" % (self.score_same,100.0*float(self.score_same)/total_alignments) + str += " => Alignments.best1 %d (%2.1f %%)\n" % (self.score_best1,100.0*float(self.score_best1)/total_alignments) + str += " => Alignments.best2 %d (%2.1f %%)" % (self.score_best2,100.0*float(self.score_best2)/total_alignments) + return str + + def __repr__(self): + return __str__(self) + +def plot_score_distribution(stats,input_path1,input_path2): + # Plot + matplotlib.use('Agg') + # Draw length histogram + fig,ax1 = plt.subplots() + ax1.set_xlabel('Score') + ax1.set_ylabel('Total Count') + # ax1.xaxis.grid(True) + # ax1.yaxis.grid(True) + # Plot score histogram + range_min = min(min(stats.scores1),min(stats.scores2)) + range_max = max(max(stats.scores1),max(stats.scores2)) + n, bins, patches = ax1.hist(stats.scores1,50,range=[range_min,range_max],color="royalblue",edgecolor='black',alpha=0.5) + n, bins, patches = ax1.hist(stats.scores2,50,range=[range_min,range_max],color="darkorange",edgecolor='black',alpha=0.5) + start, end = ax1.get_xlim() + ax1.set_xticks(np.arange(start,end,(end-start)/5)) + # Leyend + handles = [Rectangle((0,0),1,1,color=c,ec="k") for c in ["royalblue","darkorange"]] + labels= [input_path1,input_path2] + plt.legend(handles,labels,loc="upper left") + # Plot + plt.title("Score distribution for '%s' and '%s'" % (input_path1,input_path2)) + fig.savefig("wfaCmpAlg." + input_path1 + "." + input_path2 + ".png", + format='png',dpi=100,bbox_inches='tight') + #plt.show() + +################################################################################ +# Compare both files +################################################################################ +def compare_alignments(input_path1,input_path2,penalties,use_score,ignore_misms,verbose): + # Alignment stats + stats = AlignmentStats() + # Read both files and compare + input_file1 = open(input_path1,"rt") + input_file2 = open(input_path2,"rt") + # Read lines + line_no = 0 + while True: + # Read lines + line_no += 1 + line1 = input_file1.readline() + if not line1: break # End of file + line2 = input_file2.readline() + if not line2: + print("[WFACompareAlignments] Files unsynch") + exit(-1) + # Extract alignments + fields1 = line1.split() + fields2 = line2.split() + if use_score: + cigar1 = None + cigar2 = None + score1 = int(fields1[0]) if len(fields1)<=2 else int(fields1[2]) + score2 = int(fields2[0]) if len(fields2)<=2 else int(fields2[2]) + else: + cigar1 = fields1[1] if len(fields1)<=2 else fields1[5] + cigar2 = fields2[1] if len(fields2)<=2 else fields2[5] + # Evaluate CIGAR's score + score1 = cigar_compute_score(cigar1,penalties,ignore_misms) + score2 = cigar_compute_score(cigar2,penalties,ignore_misms) + # Update stats + stats.scores1.append(score1) + stats.scores2.append(score2) + if score1 == score2: + stats.score_same += 1 + elif score1 > score2: + stats.score_best1 += 1 + else: + stats.score_best2 += 1 + # Verbose + if verbose and score1 != score2: + print(">Failed::%d" % line_no) + print(" s1=%d\t%s" % (score1,cigar1)) + print(" s2=%d\t%s" % (score2,cigar2)) + # Close files + input_file1.close() + input_file2.close() + # return stats + return stats + +################################################################################ +# Main +################################################################################ +# Configure arguments +parser = argparse.ArgumentParser() +parser.add_argument('-i1','--input1',required=True,help='Input file1 (*.alg)') +parser.add_argument('-i2','--input2',required=True,help='Input file2 (*.alg)') +parser.add_argument('-e','--edit', + help='Score alignments using edit distance (--edit)') +parser.add_argument('-l','--gap-linear', + help='Score alignments using gap-linear distance (--gap-linear=M,X,I)') +parser.add_argument('-g','--gap-affine', + help='Score alignments using gap-affine distance (--gap-affine=M,X,O,E)') +parser.add_argument('-G','--gap-affine-2p', + help='Score alignments using gap-affine-2p distance (--gap-affine-2p=M,X,O1,E1,O2,E2)') +parser.add_argument('--use-score', action='store_true',default=False, + help='Compares the score provided in the file (default=use-cigar)') +parser.add_argument('--ignore-misms', action='store_true',default=False, + help='Ignores mismatches when computing the score (default=disable)') +parser.add_argument('-p','--plot', action='store_true',default=False, + help='Plots score distribution of both inputs (default=disable)') +parser.add_argument('-v','--verbose', action='store_true',default=False, + help='Display comparison differences (default=disable)') +parser.add_argument('-H',action='store_true',dest="human_readable",default=False) + +# Parse arguments +args = parser.parse_args() + +# Select distance +penalties = Penalties() +if args.edit is not None: + pass # Default +elif args.gap_linear is not None: + values = args.gap_linear.split(',') + penalties.distance = Distance.gap_linear + penalties.match = int(values[0]) + penalties.mismatch = int(values[1]) + penalties.indel = int(values[2]) +elif args.gap_affine is not None: + values = args.gap_affine.split(',') + penalties.distance = Distance.gap_affine + penalties.match = int(values[0]) + penalties.mismatch = int(values[1]) + penalties.gap_open1 = int(values[2]) + penalties.gap_extend1 = int(values[3]) +elif args.gap_affine_2p is not None: + values = args.gap_affine_2p.split(',') + penalties.distance = Distance.gap_affine_2p + penalties.match = int(values[0]) + penalties.mismatch = int(values[1]) + penalties.gap_open1 = int(values[2]) + penalties.gap_extend1 = int(values[3]) + penalties.gap_open2 = int(values[4]) + penalties.gap_extend2 = int(values[5]) +else: + print("[WFACompareAlignments] No distance provided. Using edit-distance (default)") + +# Check penalties +if penalties.match > 0: + print("[WFACompareAlignments] Match penalty must be negative or zero") + exit(-1) +if penalties.mismatch < 0 or \ + penalties.mismatch < 0 or \ + penalties.gap_open1 < 0 or \ + penalties.gap_extend1 < 0 or \ + penalties.gap_open2 < 0 or \ + penalties.gap_extend2 < 0: + print("[WFACompareAlignments] Penalties must be positive or zero") + exit(-1) + +# Compare alignments from both files +stats = compare_alignments( + args.input1,args.input2,penalties, + args.use_score,args.ignore_misms,args.verbose) +print(stats) # Display stats + +# Plot score distribution +if args.plot: + plot_score_distribution(stats,args.input1,args.input2) + + \ No newline at end of file diff --git a/scripts/wfa.alg.cmp.score.sh b/scripts/wfa.alg.cmp.score.sh new file mode 100755 index 00000000..1ccc172a --- /dev/null +++ b/scripts/wfa.alg.cmp.score.sh @@ -0,0 +1,14 @@ +#!/bin/bash +# PROJECT: Wavefront Alignments Algorithms +# LICENCE: MIT License +# AUTHOR(S): Santiago Marco-Sola +# DESCRIPTION: Compare alignment files (*.alg) +# USAGE: ./wfa.alg.cmp.score.sh file1.alg file2.alg + +# Parameters +FILE1=$1 +FILE2=$2 + +# Compare +diff <( awk '{print $1}' $FILE1 ) <( awk '{print $1}' $FILE2 ) + diff --git a/scripts/wfa.alg.rescore.py b/scripts/wfa.alg.rescore.py new file mode 100644 index 00000000..842b2f22 --- /dev/null +++ b/scripts/wfa.alg.rescore.py @@ -0,0 +1,179 @@ +#!/usr/bin/python3 +# PROJECT: Wavefront Alignments Algorithms +# LICENCE: MIT License +# AUTHOR(S): Santiago Marco-Sola +# DESCRIPTION: Rescore alignment (*.alg) files +# USAGE: python3 wfa.alg.rescore.py -h + +import sys +import re +import enum +import argparse + +import numpy as np +import matplotlib +import matplotlib.pyplot as plt +from matplotlib.patches import Rectangle +from scipy.constants.constants import alpha + +################################################################################ +# Distances & penalties +################################################################################ +class Distance(enum.Enum): + edit = 1 + gap_linear = 2 + gap_affine = 3 + gap_affine_2p = 4 + +class Penalties: + def __init__(self): + self.distance = Distance.edit + self.match = 0 + self.mismatch = 0 + self.indel = 0 + self.gap_open1 = 0 + self.gap_extend1 = 0 + self.gap_open2 = 0 + self.gap_extend2 = 0 + +def cigar_compute_score_edit(cigar_vector,penalties): + score = 0 + for op in cigar_vector: + if op[1] in "DI": score += int(op[0]) + if op[1] in "X": score += int(op[0]) + return score + +def cigar_compute_score_linear(cigar_vector,penalties): + score = 0 + for op in cigar_vector: + if op[1] == "M": score -= int(op[0]) * penalties.match + if op[1] == "X": score -= int(op[0]) * penalties.mismatch + if op[1] in "DI": score -= int(op[0]) * penalties.indel + return score + +def cigar_compute_score_affine(cigar_vector,penalties): + score = 0 + for op in cigar_vector: + if op[1] == "M": score -= int(op[0]) * penalties.match + if op[1] == "X": score -= int(op[0]) * penalties.mismatch + if op[1] in "DI": score -= penalties.gap_open1 + int(op[0]) * penalties.gap_extend1 + return score + +def cigar_compute_score_affine_2p(cigar_vector,penalties): + score = 0 + for op in cigar_vector: + if op[1] == "M": score -= int(op[0]) * penalties.match + if op[1] == "X": score -= int(op[0]) * penalties.mismatch + if op[1] in "DI": + score1 = penalties.gap_open1 + int(op[0]) * penalties.gap_extend1 + score2 = penalties.gap_open2 + int(op[0]) * penalties.gap_extend2 + score -= min(score1,score2) + return score + +def cigar_compute_score(cigar,penalties): + # Parse CIGAR + # cigar = "10M3D5M1I10M" + # cigar_vector = [('10', 'M'), ('3', 'D'), ('5', 'M'), ('1', 'I'), ('10', 'M')] + cigar_vector = re.findall(r'(\d+)([MXDI])',cigar) + # Evaluate CIGAR + if penalties.distance == Distance.edit: + return cigar_compute_score_edit(cigar_vector,penalties) + elif penalties.distance == Distance.gap_linear: + return cigar_compute_score_linear(cigar_vector,penalties) + elif penalties.distance == Distance.gap_affine: + return cigar_compute_score_affine(cigar_vector,penalties) + elif penalties.distance == Distance.gap_affine_2p: + return cigar_compute_score_affine_2p(cigar_vector,penalties) + +################################################################################ +# Compare both files +################################################################################ +def rescore_alignments(input_path,output_path,penalties,verbose): + # Open files + input_file = open(input_path,"rt") + output_file = open(output_path,"wt") + # Read lines + while True: + # Read lines + line = input_file.readline() + if not line: break # End of file + # Extract alignments + fields = line.split() + cigar = fields[1] if len(fields)<=2 else fields[5] + # Evaluate CIGAR's score + score = cigar_compute_score(cigar,penalties) + # Print rescore and CIGAR + output_file.write("%d\t%s\n" % (score,cigar)) + # Close files + input_file.close() + output_file.close() + +################################################################################ +# Main +################################################################################ +# Configure arguments +parser = argparse.ArgumentParser() +parser.add_argument('-i','--input',required=True,help='Input file (*.alg)') +parser.add_argument('-o','--output',required=True,help='Output file (*.alg)') +parser.add_argument('-e','--edit', + help='Score alignments using edit distance (--edit)') +parser.add_argument('-l','--gap-linear', + help='Score alignments using gap-linear distance (--gap-linear=M,X,I)') +parser.add_argument('-g','--gap-affine', + help='Score alignments using gap-affine distance (--gap-affine=M,X,O,E)') +parser.add_argument('-G','--gap-affine-2p', + help='Score alignments using gap-affine-2p distance (--gap-affine=M,X,O1,E1,O2,E2)') +parser.add_argument('-v','--verbose',action='store_true',default=False, + help='Display comparison differences (default=disable)') +parser.add_argument('-H',action='store_true',dest="human_readable",default=False) + +# Parse arguments +args = parser.parse_args() + +# Select distance +penalties = Penalties() +if args.edit is not None: + pass # Default +elif args.gap_linear is not None: + values = args.gap_linear.split(',') + penalties.distance = Distance.gap_linear + penalties.match = int(values[0]) + penalties.mismatch = int(values[1]) + penalties.indel = int(values[2]) +elif args.gap_affine is not None: + values = args.gap_affine.split(',') + penalties.distance = Distance.gap_affine + penalties.match = int(values[0]) + penalties.mismatch = int(values[1]) + penalties.gap_open1 = int(values[2]) + penalties.gap_extend1 = int(values[3]) +elif args.gap_affine_2p is not None: + values = args.gap_affine_2p.split(',') + penalties.distance = Distance.gap_affine_2p + penalties.match = int(values[0]) + penalties.mismatch = int(values[1]) + penalties.gap_open1 = int(values[2]) + penalties.gap_extend1 = int(values[3]) + penalties.gap_open2 = int(values[4]) + penalties.gap_extend2 = int(values[5]) +else: + print("[WFAReScoreAlignments] No distance provided. Using edit-distance (default)"); + +# Check penalties +if penalties.match > 0: + print("[WFACompareAlignments] Match penalty must be negative or zero") + exit(-1) +if penalties.mismatch < 0 or \ + penalties.mismatch < 0 or \ + penalties.gap_open1 < 0 or \ + penalties.gap_extend1 < 0 or \ + penalties.gap_open2 < 0 or \ + penalties.gap_extend2 < 0: + print("[WFACompareAlignments] Penalties must be positive or zero") + exit(-1) + +# Rescore alignments +rescore_alignments(args.input,args.output,penalties,args.verbose) + + + \ No newline at end of file diff --git a/scripts/wfa.plot.py b/scripts/wfa.plot.py new file mode 100644 index 00000000..35bb2217 --- /dev/null +++ b/scripts/wfa.plot.py @@ -0,0 +1,295 @@ +#!/usr/bin/python3 +# PROJECT: Wavefront Alignments Algorithms +# LICENCE: MIT License +# AUTHOR(S): Santiago Marco-Sola +# DESCRIPTION: Plot WFA alignment matrices +# USAGE: python3 wfa.plot.py -h + +import sys +import copy +import glob +import os.path +import argparse +import warnings + +import numpy as np +import matplotlib.pyplot as plt +import matplotlib.colors as colors +import matplotlib.ticker as mticker +import seaborn as sns + +################################################################################ +# WFA-file parsing +################################################################################ +def wfa_parse_file(filename): + # Log + print('[Parsing]',end='',flush=True) + # Parse + wfa_info = {} + with open(filename) as fp: + line = fp.readline() # Read line + while line: + # Parse data + if line[0] == '#': + fields = line.split(); + if fields[1] == "Heatmap": + matrix_name = fields[2] + matrix_list = [] + matrix_list.append(fp.readline().strip().split(',')) + line = fp.readline() + while line and line[0] != '#': + matrix_list.append(line.strip().split(',')) + line = fp.readline() + M = np.matrix(matrix_list).astype(int) + M = np.where(M==-1,np.nan,M) + wfa_info[matrix_name] = M + # Parse next line + if not line: break + else: continue + elif fields[1] == "List": + if len(fields) <= 3: + wfa_info[fields[2]] = None + else: + CIGAR = np.matrix(fields[3].replace(","," ")).astype(int) + wfa_info[fields[2]] = CIGAR + else: + wfa_info[fields[1]] = fields[2] + # Read next line + line = fp.readline() + # Process some values + wfa_info["WFAMode"] = wfa_info["WFAMode"][1:-1] + wfa_info["Distance"] = wfa_info["Penalties"][1:-1].split(',')[0] + # Return + return wfa_info + +################################################################################ +# WFA-Heatmap plotting +################################################################################ +def wfa_plot_ticks(ax,data,detailed): + # Compute dimensions + ylen = data.shape[0] + xlen = data.shape[1] + plen = int(wfa_info["PatternLength"]) + tlen = int(wfa_info["TextLength"]) + # Detailed mode + if detailed: + # Parameters + pattern = wfa_info["Pattern"] + text = wfa_info["Text"] + # Hacky font size estimation + label_size = 80.0/float(max(xlen,ylen)) + + # Set Y-axis (major) + y_ticks_loc = np.arange(-0.5,ylen,1) + ax.yaxis.set_minor_locator(mticker.FixedLocator(y_ticks_loc)) + ax.set_yticks(y_ticks_loc) + ax.set_yticklabels([]) + # Set Y-axis (minor) + ax.set_yticks(np.arange(0,ylen,1),minor=True) + ax.set_yticklabels([y for y in pattern],fontsize=label_size,fontweight='bold',minor=True) + + # Set X-axis (major) + x_ticks_loc = np.arange(-0.5,xlen,1) + ax.xaxis.set_minor_locator(mticker.FixedLocator(x_ticks_loc)) + ax.set_xticks(x_ticks_loc) + ax.set_xticklabels([]) + # Set X-axis (minor) + ax.set_xticks(np.arange(0,xlen,1),minor=True) + ax.set_xticklabels([x for x in text],fontsize=label_size,fontweight='bold',minor=True) + # Set X on top + ax.xaxis.tick_top() + + # Hide minor dashes + ax.tick_params(axis='both',which='minor',length=0) + # Gridlines (based on major) + ax.grid(which='major',color="black",linestyle='-',linewidth=0.25) + else: + # X-ticks + x_ticks = [i for i in range(0,xlen-1,xlen//5)] + if x_ticks[-1]+5 < xlen-1: x_ticks.append(xlen-1) + else: x_ticks[-1] = xlen-1 + x_ratio = tlen/xlen + x_ticks_labels = [int(i*x_ratio) for i in x_ticks] + x_ticks_labels[-1] = tlen-1 + # Y-ticks + y_ticks = [i for i in range(0,ylen-1,ylen//5)] + if y_ticks[-1]+5 < ylen-1: y_ticks.append(ylen-1) + else: y_ticks[-1] = ylen-1 + y_ratio = plen/ylen + y_ticks_labels = [int(i*y_ratio) for i in y_ticks] + y_ticks_labels[-1] = plen-1 + # Set ticks + ax.set_yticks(y_ticks) + ax.set_yticklabels(y_ticks_labels,fontsize=6) + ax.set_xticks(x_ticks) + ax.set_xticklabels(x_ticks_labels,fontsize=6) + # Set grid + ax.grid(which='major',color="black",linestyle='-',linewidth=0.25) + +def wfa_plot_wavefront(wfa_info,title,ax,data,detailed, + xlabel=False,ylabel=False): + # Compute dimensions + ylen = data.shape[0] + xlen = data.shape[1] + # Title + ax.set_title(title,fontsize=10) + # Set ticks & grid + wfa_plot_ticks(ax,data,detailed) + # Set labels + if xlabel: ax.set_xlabel('Text',fontsize=8) + if ylabel: ax.set_ylabel('Pattern',fontsize=8) + # Create colorbar + #cmap = LinearSegmentedColormap.from_list('rg',['tab:green','yellow','tab:red'],N=256) + cmap = copy.copy(plt.cm.jet) + cmap.set_bad('whitesmoke') + # Heatmap + im = ax.imshow(data,cmap=cmap) + # Detailed mode (Loop over data and create text annotations) + if detailed: + fontsize = 80.0/float(max(xlen,ylen)) + for i in range(len(data)): + for j in range(len(data[i])): + if data[i,j]>=0: + ax.text(j,i,int(data[i,j]),ha="center",va="center",color='w',fontsize=fontsize,fontweight='bold') + # Return + return im + +def wfa_plot_cigar(ax,wfa_info): + # Parameters + plen = int(wfa_info["PatternLength"]) + tlen = int(wfa_info["TextLength"]) + ylen = wfa_info["M"].shape[0] + xlen = wfa_info["M"].shape[1] + marker_size = 80.0/float(max(xlen,ylen)) + # Plot CIGAR series + def wfa_plot_cigar_scaled(cigar,x_ratio,y_ratio,marker,color,label): + x = np.floor(cigar[:,0].astype('float64') * x_ratio).astype('int') if x_ratio < 1.0 else cigar[:,0] + y = np.floor(cigar[:,1].astype('float64') * y_ratio).astype('int') if y_ratio < 1.0 else cigar[:,1] + ax.scatter([x],[y],marker=marker,color=color,s=marker_size,linewidths=0,label=label) + # Compute dims + x_ratio = xlen/tlen + y_ratio = ylen/plen + # Fetch CIGAR + cigar_m = wfa_info["CIGAR-M"] + cigar_x = wfa_info["CIGAR-X"] + cigar_i = wfa_info["CIGAR-I"] + cigar_d = wfa_info["CIGAR-D"] + # Plot CIGAR + if (cigar_m is not None): wfa_plot_cigar_scaled(cigar_m,x_ratio,y_ratio,',','limegreen','match') + if (cigar_x is not None): wfa_plot_cigar_scaled(cigar_x,x_ratio,y_ratio,'o','red','misms') + if (cigar_i is not None): wfa_plot_cigar_scaled(cigar_i,x_ratio,y_ratio,'>','orange','ins') + if (cigar_d is not None): wfa_plot_cigar_scaled(cigar_d,x_ratio,y_ratio,'v','blue','del') + ax.legend(loc="upper right",prop={'size': 3}) + +def wfa_plot_xtra(wfa_info,title,ax,data,detailed, + xlabel=False,ylabel=False): + # Title + ax.set_title(title,fontsize=10) + # Set ticks & grid + wfa_plot_ticks(ax,data,detailed) + # Set labels + if xlabel: ax.set_xlabel('Text',fontsize=8) + if ylabel: ax.set_ylabel('Pattern',fontsize=8) + # Create colorbar + cmap_ext = colors.ListedColormap(['dodgerblue','darkred']) + cmap_ext_bounds = [10,20] + cmap_ext_norm = colors.BoundaryNorm(cmap_ext_bounds,cmap_ext.N) + cmap_ext.set_bad('whitesmoke') + # Heatmap + im = ax.imshow(data,cmap=cmap_ext) + # Plot CIGAR + if 'A' in wfa_info["WFAMode"]: wfa_plot_cigar(ax,wfa_info) + # Return + return im + +def wfa_plot(filename,wfa_info,dpi,mode,detailed): + # Log + print('[Plotting]',end='',flush=True) + # Parameters + plen = int(wfa_info["PatternLength"]) + tlen = int(wfa_info["TextLength"]) + ylen = wfa_info["M"].shape[0] + xlen = wfa_info["M"].shape[1] + # Create plot + compact = (mode=="compact"); + extended = (mode=="extended"); + if compact: + fig, ax1 = plt.subplots(nrows=1,ncols=1,dpi=dpi,sharex=True) + im1 = wfa_plot_wavefront(wfa_info,'M-Wavefront',ax1,wfa_info["M"],detailed,xlabel=True,ylabel=True) + elif extended or wfa_info["Distance"]=="Edit": + fig, (ax1,ax2) = plt.subplots(nrows=1,ncols=2,dpi=dpi,sharex=True) + im1 = wfa_plot_wavefront(wfa_info,'M-Wavefront',ax1,wfa_info["M"],detailed,xlabel=True,ylabel=True) + im3 = wfa_plot_xtra(wfa_info,'CIGAR',ax2,wfa_info["Extend"],detailed,xlabel=True) + elif wfa_info["Distance"]=="GapLineal" or wfa_info["Distance"]=="GapAffine": + fig, (ax1,ax2,ax3) = plt.subplots(nrows=1,ncols=3,dpi=dpi,sharex=True) + im1 = wfa_plot_wavefront(wfa_info,'M-Wavefront',ax1,wfa_info["M"],detailed,xlabel=True,ylabel=True) + im2 = wfa_plot_wavefront(wfa_info,'I1-Wavefront',ax2,wfa_info["I1"],detailed,xlabel=True) + im3 = wfa_plot_wavefront(wfa_info,'D1-Wavefront',ax3,wfa_info["D1"],detailed,xlabel=True) + elif wfa_info["Distance"]=="GapAffine2p": + fig, ((ax1,ax2,ax5),(ax3,ax4,ax6)) = plt.subplots(nrows=2,ncols=3,dpi=dpi,sharex=True) + im1 = wfa_plot_wavefront(wfa_info,'M-Wavefront',ax1,wfa_info["M"],detailed,xlabel=True,ylabel=True) + im2 = wfa_plot_wavefront(wfa_info,'I1-Wavefront',ax2,wfa_info["I1"],detailed,xlabel=True) + im4 = wfa_plot_wavefront(wfa_info,'D1-Wavefront',ax4,wfa_info["D1"],detailed,xlabel=True) + im5 = wfa_plot_wavefront(wfa_info,'I2-Wavefront',ax5,wfa_info["I2"],detailed,ylabel=True) + im6 = wfa_plot_wavefront(wfa_info,'D2-Wavefront',ax6,wfa_info["D2"],detailed) + im3 = wfa_plot_xtra(wfa_info,'CIGAR',ax3,wfa_info["Extend"],detailed) + # Color bar + if compact: + p0 = ax1.get_position().get_points().flatten() + p1 = p0 + pass + elif extended or wfa_info["Distance"]=="Edit": + p0 = ax1.get_position().get_points().flatten() + p1 = ax2.get_position().get_points().flatten() + pass + elif wfa_info["Distance"]=="GapLineal" or wfa_info["Distance"]=="GapAffine": + p0 = ax1.get_position().get_points().flatten() + p1 = ax3.get_position().get_points().flatten() + elif wfa_info["Distance"]=="GapAffine2p": + p0 = ax3.get_position().get_points().flatten() + p1 = ax6.get_position().get_points().flatten() + ax_cbar = fig.add_axes([p0[0],0,p1[2]-p0[0],0.025]) + ax_cbar.tick_params(labelsize=6) + plt.colorbar(im1,cax=ax_cbar,orientation='horizontal') + # Title + file = os.path.basename(filename).replace('.plot','') + title = "WFA-Plot(%s) %s[%s]" % (file,wfa_info["Penalties"],wfa_info["WFAMode"]) + fig.suptitle(title,fontsize=10) + plt.subplots_adjust(top=0.85) + # Plot + plt.savefig(filename.replace('.plot','.png'),bbox_inches='tight') + +################################################################################ +# Main +################################################################################ +# Configure arguments +parser = argparse.ArgumentParser() +parser.add_argument('-i','--input',action='store',help='Input file (*.plot)') +parser.add_argument('--dpi',type=int,action='store',default=1000,help='Plot resolution (default=1000)') # More than 2000 is hard to handle +parser.add_argument('--mode',action='store',default='compact',help='Plot mode in {compact,extended,full}') +parser.add_argument('-d','--detailed',action='store_true',default=False,help='Plot score values and sequences') +parser.add_argument('-H',action='store_true',dest="human_readable",default=False) + +# Parse arguments +args = parser.parse_args() + +# Open input +if args.input: + input_files = [args.input] +else: + input_files = glob.glob("*.plot") + print('[WFA2png] Searching all *.plot ( Found %d file%c)' % (len(input_files),'s' if len(input_files)>1 else ' ')) + +# Plot each WFA file +print('[WFA2png] Plotting at %d dpi' % (args.dpi)) +idx = 0 +for filename in input_files: + print('[WFA2png] [#%d] Generating \'%s\' ' % (idx,filename),end='',flush=True) + wfa_info = wfa_parse_file(filename) + wfa_plot(filename,wfa_info,args.dpi,args.mode,args.detailed) + print('[Done!]',) + idx += 1 + + + + diff --git a/scripts/wfa.utest.memcheck.sh b/scripts/wfa.utest.memcheck.sh deleted file mode 100755 index 6c178299..00000000 --- a/scripts/wfa.utest.memcheck.sh +++ /dev/null @@ -1,28 +0,0 @@ -#!/bin/bash -# PROJECT: Wavefront Alignments Algorithms -# LICENCE: MIT License -# AUTHOR(S): Santiago Marco-Sola -# DESCRIPTION: WFA unitary tests (for performance & correcness) -# USAGE: ./wfa.utest.memcheck.sh - -# Log file -echo "" > mem.asan.report - -# Reduce dataset -head -n 2000 ../data/sim.l1K.n10K.e20.seq > mem.asan.data - -# Valgrind memcheck -make clean all -valgrind --tool=memcheck ./bin/align_benchmark -a gap-affine-wfa -i mem.asan.data &>> mem.asan.report -valgrind --tool=memcheck ./bin/align_benchmark -a gap-affine-wfa -i mem.asan.data --low-memory &>> mem.asan.report -valgrind --tool=memcheck ./bin/align_benchmark -a gap-affine-wfa-adaptive -i mem.asan.data &>> mem.asan.report - -# ASAN -make clean asan -ASAN_OPTIONS=detect_leaks=1:symbolize=1 LSAN_OPTIONS=verbosity=2:log_threads=1 -./bin/align_benchmark -a gap-affine-wfa -i mem.asan.data &>> mem.asan.report -./bin/align_benchmark -a gap-affine-wfa -i mem.asan.data --low-memory &>> mem.asan.report -./bin/align_benchmark -a gap-affine-wfa-adaptive -i mem.asan.data &>> mem.asan.report - -# Clean -rm mem.asan.data diff --git a/scripts/wfa.utest.run.sh b/scripts/wfa.utest.run.sh deleted file mode 100755 index c43fda3e..00000000 --- a/scripts/wfa.utest.run.sh +++ /dev/null @@ -1,43 +0,0 @@ -#!/bin/bash -x -# PROJECT: Wavefront Alignments Algorithms -# LICENCE: MIT License -# AUTHOR(S): Santiago Marco-Sola -# DESCRIPTION: WFA unitary tests (for performance & correcness) -# USAGE: ./wfa.utest.run.sh - -# Clear -rm *.log *.alg - -# Config -ALGORITHM="gap-affine-wfa" -REDUCTION="--wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters 10,50,1" -LOWMEMORY="--wfa-memory-mode=med" - -# Utest for length=100 -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100.n100K.e2.seq -o sim.l100.e2.W.alg &> sim.l100.e2.W.log -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100.n100K.e2.seq -o sim.l100.e2.Wl.alg $LOWMEMORY &> sim.l100.e2.Wl.log -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100.n100K.e2.seq -o sim.l100.e2.Wa.alg $REDUCTION &> sim.l100.e2.Wa.log - -# Utest for length=1K -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l1K.n10K.e20.seq -o sim.l1K.e20.W.alg &> sim.l1K.e20.W.log -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l1K.n10K.e20.seq -o sim.l1K.e20.Wl.alg $LOWMEMORY &> sim.l1K.e20.Wl.log -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l1K.n10K.e20.seq -o sim.l1K.e20.Wa.alg $REDUCTION &> sim.l1K.e20.Wa.log - -# Utest for length=10K -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l10K.n1K.e20.seq -o sim.l10K.e20.W.alg -P 100 &> sim.l10K.e20.W.log -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l10K.n1K.e20.seq -o sim.l10K.e20.Wl.alg $LOWMEMORY &> sim.l10K.e20.Wl.log -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l10K.n1K.e20.seq -o sim.l10K.e20.Wa.alg $REDUCTION &> sim.l10K.e20.Wa.log - -# Utest for length=100K -\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100K.n1.e10.seq -o sim.l100K.e10.Wl.alg $LOWMEMORY &> sim.l100K.e10.Wl.log - -# -# Random tests -# -# INPUT="../data/sim.l1K.n10K.e20.seq -P 500" -# ./bin/align_benchmark -a indel-wfa -i $INPUT -c score --check-distance indel -v -# ./bin/align_benchmark -a edit-wfa -i $INPUT -c score --check-distance edit -v -# ./bin/align_benchmark -a gap-linear-wfa -i $INPUT -c score --check-distance linear -v -# ./bin/align_benchmark -a gap-linear-wfa -i $INPUT -c score --check-distance linear -v -# ./bin/align_benchmark -a gap-affine-wfa -i $INPUT -c score --check-distance affine -v -# ./bin/align_benchmark -a gap-affine-2p-wfa -i $INPUT -c score --check-distance affine2p -v \ No newline at end of file diff --git a/scripts/wfa.utest.summary.sh b/scripts/wfa.utest.summary.sh deleted file mode 100755 index cb52afa9..00000000 --- a/scripts/wfa.utest.summary.sh +++ /dev/null @@ -1,17 +0,0 @@ -#!/bin/bash -# PROJECT: Wavefront Alignments Algorithms -# LICENCE: MIT License -# AUTHOR(S): Santiago Marco-Sola -# DESCRIPTION: WFA unitary tests (for performance & correcness) -# USAGE: ./wfa.utest.summary.sh - -for FILE_ALG in *.alg -do - PREFIX=${FILE_ALG%.*} - FILE_LOG=$PREFIX.log - echo "[UTest::$FILE_ALG] " - echo -en " Time \t" - grep -m1 "Time.Alignment" $FILE_LOG | awk '{print $3" "$4}' - echo -en " Memory\t" - grep -m1 "Maximum resident set size" $FILE_LOG | tr -d "(:)" | awk '{print $6" "$5}' -done \ No newline at end of file diff --git a/scripts/wfa2png.py b/scripts/wfa2png.py deleted file mode 100644 index 96ea52b0..00000000 --- a/scripts/wfa2png.py +++ /dev/null @@ -1,236 +0,0 @@ -#!/usr/bin/python3 -import sys -import copy -import glob -import os.path -import argparse -import warnings - -import numpy as np -import matplotlib.pyplot as plt -import matplotlib.colors as colors -import seaborn as sns - -################################################################################ -# WFA-file parsing -################################################################################ -def wfa_parse_file(filename): - # Log - print('[Parsing]',end='',flush=True) - # Parse - wfa_info = {} - with open(filename) as fp: - line = fp.readline() # Read line - while line: - # Parse data - if line[0] == '#': - fields = line.split(); - if fields[1] == "Heatmap": - matrix_name = fields[2] - matrix_list = [] - matrix_list.append(fp.readline().strip().split(',')) - line = fp.readline() - while line and line[0] != '#': - matrix_list.append(line.strip().split(',')) - line = fp.readline() - M = np.matrix(matrix_list).astype(int) - M = np.where(M==-1,np.nan,M) - wfa_info[matrix_name] = M - # Parse next line - if not line: break - else: continue - elif fields[1] == "List": - if len(fields) <= 3: - wfa_info[fields[2]] = None - else: - CIGAR = np.matrix(fields[3].replace(","," ")).astype(int) - wfa_info[fields[2]] = CIGAR - else: - wfa_info[fields[1]] = fields[2] - # Read next line - line = fp.readline() - # Process some values - wfa_info["WFAMode"] = wfa_info["WFAMode"][1:-1] - wfa_info["Distance"] = wfa_info["Penalties"][1:-1].split(',')[0] - # Return - return wfa_info - -################################################################################ -# WFA-Heatmap plotting -################################################################################ -def wfa_plot_ticks(ax,data,plen,tlen): - ylen = data.shape[0] - xlen = data.shape[1] - # X-ticks - x_ticks = [i for i in range(0,xlen-1,xlen//5)] - if x_ticks[-1]+5 < xlen-1: x_ticks.append(xlen-1) - else: x_ticks[-1] = xlen-1 - x_ratio = tlen/xlen - x_ticks_labels = [int(i*x_ratio) for i in x_ticks] - x_ticks_labels[-1] = tlen-1 - # Y-ticks - y_ticks = [i for i in range(0,ylen-1,ylen//5)] - if y_ticks[-1]+5 < ylen-1: y_ticks.append(ylen-1) - else: y_ticks[-1] = ylen-1 - y_ratio = plen/ylen - y_ticks_labels = [int(i*y_ratio) for i in y_ticks] - y_ticks_labels[-1] = plen-1 - # Set ticks - ax.set_yticks(y_ticks) - ax.set_yticklabels(y_ticks_labels,fontsize=5) - ax.set_xticks(x_ticks) - ax.set_xticklabels(x_ticks_labels,fontsize=5) - -def wfa_plot_wavefront(title,ax,data,plen,tlen, - xlabel=False,ylabel=True): - # Title - ax.set_title(title,fontsize=10) - # Set ticks - wfa_plot_ticks(ax,data,plen,tlen) - # Set labels - if xlabel: ax.set_xlabel('Text',fontsize=8) - if ylabel: ax.set_ylabel('Pattern',fontsize=8) - # Create white grid - ax.grid(which="major",color="black",linestyle='-',linewidth=0.1) - # Create colorbar - cmap = copy.copy(plt.cm.jet) - cmap.set_bad('whitesmoke') - # Heatmap - im = ax.imshow(data,cmap=cmap) - return im - -def wfa_plot_behaviour(title,ax,data,plen,tlen, - xlabel=False,ylabel=False): - # Title - ax.set_title(title,fontsize=10) - # Set ticks - wfa_plot_ticks(ax,data,plen,tlen) - # Set labels - if xlabel: ax.set_xlabel('Text',fontsize=8) - if ylabel: ax.set_ylabel('Pattern',fontsize=8) - # Create white grid - ax.grid(which="major",color="black",linestyle='-',linewidth=0.1) - # Create colorbar - cmap_ext = colors.ListedColormap(['dodgerblue','darkred']) - cmap_ext_bounds = [10,20] - cmap_ext_norm = colors.BoundaryNorm(cmap_ext_bounds,cmap_ext.N) - cmap_ext.set_bad('whitesmoke') - # Heatmap - im = ax.imshow(data,cmap=cmap_ext) - return im - -def wfa_cigar(ax,wfa_info,plen,tlen,xlen,ylen): - # Scale & plot - def wfa_cigar_scale__plot(cigar,x_ratio,y_ratio,marker,color,label): - x = np.floor(cigar[:,0].astype('float64') * x_ratio) - y = np.floor(cigar[:,1].astype('float64') * y_ratio) - ax.scatter([x],[y],marker=marker,color=color,s=0.1,linewidths=0,label=label) - # Compute dims - x_ratio = xlen/tlen - y_ratio = ylen/plen - # Fetch CIGAR - cigar_m = wfa_info["CIGAR-M"] - cigar_x = wfa_info["CIGAR-X"] - cigar_i = wfa_info["CIGAR-I"] - cigar_d = wfa_info["CIGAR-D"] - # Plot CIGAR - if (cigar_m is not None): wfa_cigar_scale__plot(cigar_m,x_ratio,y_ratio,',','limegreen','match') - if (cigar_x is not None): wfa_cigar_scale__plot(cigar_x,x_ratio,y_ratio,'o','red','misms') - if (cigar_i is not None): wfa_cigar_scale__plot(cigar_i,x_ratio,y_ratio,'>','orange','ins') - if (cigar_d is not None): wfa_cigar_scale__plot(cigar_d,x_ratio,y_ratio,'v','blue','del') - ax.legend(loc="upper right",prop={'size': 5},markerscale=5) - -def wfa_plot(filename,wfa_info,dpi,compact,extended): - # Log - print('[Plotting]',end='',flush=True) - # Parameters - plen = int(wfa_info["PatternLength"]) - tlen = int(wfa_info["TextLength"]) - ylen = wfa_info["M"].shape[0] - xlen = wfa_info["M"].shape[1] - # Create plot - if compact: - fig, ax1 = plt.subplots(nrows=1,ncols=1,dpi=dpi,sharex=True) - im1 = wfa_plot_wavefront('M-Wavefront',ax1,wfa_info["M"],plen,tlen,xlabel=True,ylabel=True) - #if 'A' in wfa_info["WFAMode"]: wfa_cigar(ax1,wfa_info,plen,tlen,xlen,ylen) - elif extended or wfa_info["Distance"]=="Edit": - fig, (ax1,ax3) = plt.subplots(nrows=2,ncols=1,dpi=dpi,sharex=True) - im1 = wfa_plot_wavefront('M-Wavefront',ax1,wfa_info["M"],plen,tlen,ylabel=True) - im3 = wfa_plot_behaviour('Extend & CIGAR',ax3,wfa_info["Extend"],plen,tlen,xlabel=True,ylabel=True) - if 'A' in wfa_info["WFAMode"]: wfa_cigar(ax3,wfa_info,plen,tlen,xlen,ylen) - elif wfa_info["Distance"]=="GapLineal" or wfa_info["Distance"]=="GapAffine": - fig, ((ax1,ax2),(ax3,ax4)) = plt.subplots(nrows=2,ncols=2,dpi=dpi,sharex=True) - im1 = wfa_plot_wavefront('M-Wavefront',ax1,wfa_info["M"],plen,tlen,ylabel=True) - im2 = wfa_plot_wavefront('I1-Wavefront',ax2,wfa_info["I1"],plen,tlen) - im4 = wfa_plot_wavefront('D1-Wavefront',ax4,wfa_info["D1"],plen,tlen,xlabel=True) - im3 = wfa_plot_behaviour('Extend & CIGAR',ax3,wfa_info["Extend"],plen,tlen,xlabel=True,ylabel=True) - if 'A' in wfa_info["WFAMode"]: wfa_cigar(ax3,wfa_info,plen,tlen,xlen,ylen) - elif wfa_info["Distance"]=="GapAffine2p": - fig, ((ax1,ax2,ax5),(ax3,ax4,ax6)) = plt.subplots(nrows=2,ncols=3,dpi=dpi,sharex=True) - im1 = wfa_plot_wavefront('M-Wavefront',ax1,wfa_info["M"],plen,tlen,ylabel=True) - im2 = wfa_plot_wavefront('I1-Wavefront',ax2,wfa_info["I1"],plen,tlen) - im4 = wfa_plot_wavefront('D1-Wavefront',ax4,wfa_info["D1"],plen,tlen,xlabel=True) - im5 = wfa_plot_wavefront('I2-Wavefront',ax5,wfa_info["I2"],plen,tlen) - im6 = wfa_plot_wavefront('D2-Wavefront',ax6,wfa_info["D2"],plen,tlen,xlabel=True) - im3 = wfa_plot_behaviour('Extend & CIGAR',ax3,wfa_info["Extend"],plen,tlen,xlabel=True,ylabel=True) - if 'A' in wfa_info["WFAMode"]: wfa_cigar(ax3,wfa_info,plen,tlen,xlen,ylen) - # Color bar - if compact: - p0 = ax1.get_position().get_points().flatten() - p1 = p0 - elif extended or wfa_info["Distance"]=="Edit": - p0 = ax1.get_position().get_points().flatten() - p1 = p0 - elif wfa_info["Distance"]=="GapLineal" or wfa_info["Distance"]=="GapAffine": - p0 = ax3.get_position().get_points().flatten() - p1 = ax4.get_position().get_points().flatten() - elif wfa_info["Distance"]=="GapAffine2p": - p0 = ax3.get_position().get_points().flatten() - p1 = ax6.get_position().get_points().flatten() - ax_cbar = fig.add_axes([p0[0],0,p1[2]-p0[0],0.025]) - ax_cbar.tick_params(labelsize=5) - plt.colorbar(im1,cax=ax_cbar,orientation='horizontal') - # Title - file = os.path.basename(filename).replace('.wfa','') - title = "WFA-Plot(%s) \n %s[%s]" % (file,wfa_info["Penalties"],wfa_info["WFAMode"]) - fig.suptitle(title,fontsize=12) - plt.subplots_adjust(top=0.85) - # Plot - plt.savefig(filename.replace('.wfa','.png'),bbox_inches='tight') - -################################################################################ -# Main -################################################################################ -# Configure arguments -parser = argparse.ArgumentParser() -parser.add_argument('-i', '--input', action='store', help='Input file') -parser.add_argument('--dpi', type=int, action='store', default=1500, help='Plot resolution') # More than 2000 is hard to handle -parser.add_argument('--compact', action='store_true', default=True, help='Plot M-Wavefront only') -parser.add_argument('--extended', action='store_true', default=False, help='Plot M-Wavefront and extension/CIGAR') -parser.add_argument('--full', action='store_true', default=False, help='Plot all info available') -parser.add_argument('-H', action='store_true', dest="human_readable", default=False) - -# Parse arguments -args = parser.parse_args() - -# Open input -if args.input: - input_files = [args.input] -else: - input_files = glob.glob("*.wfa") - print('[WFA2png] Searching all *.wfa ( Found %d file%c)' % (len(input_files),'s' if len(input_files)>1 else ' ')) - -# Plot each WFA file -print('[WFA2png] Plotting at %d dpi' % (args.dpi)) -idx = 0 -for filename in input_files: - print('[WFA2png] [#%d] Generating \'%s\' ' % (idx,filename),end='',flush=True) - wfa_info = wfa_parse_file(filename) - wfa_plot(filename,wfa_info,args.dpi,args.compact,args.extended) - print('[Done!]',) - idx += 1 - - - - - diff --git a/system/mm_allocator.c b/system/mm_allocator.c index b1e3bf00..e0712d6b 100644 --- a/system/mm_allocator.c +++ b/system/mm_allocator.c @@ -32,6 +32,7 @@ * and dispatching memory segments in order. */ +#include "utils/commons.h" #include "mm_allocator.h" /* @@ -454,25 +455,30 @@ void mm_allocator_get_occupation( for (segment_idx=0;segment_idx=0;--request_idx) { mm_allocator_request_t* const request = mm_allocator_segment_get_request(segment,request_idx); const uint64_t size = MM_ALLOCATOR_REQUEST_SIZE(request); if (MM_ALLOCATOR_REQUEST_IS_FREE(request)) { - if (free_memory) { + if (memory_freed) { *bytes_free_available += size; } else { *bytes_free_fragmented += size; } } else { - free_memory = false; + memory_freed = false; *bytes_used_allocator += size; } } // Account for free space at the end of the segment if (num_requests > 0) { mm_allocator_request_t* const request = mm_allocator_segment_get_request(segment,num_requests-1); - *bytes_free_available += segment->used - (request->offset+request->size); + const uint64_t bytes_free_at_end = segment->size - (request->offset+request->size); + if (segment_idx == mm_allocator->current_segment_idx) { + *bytes_free_available += bytes_free_at_end; + } else { + *bytes_free_fragmented += bytes_free_at_end; + } } } // Check malloc memory @@ -590,16 +596,19 @@ void mm_allocator_print( uint64_t bytes_used_malloc, bytes_used_allocator; uint64_t bytes_free_available, bytes_free_fragmented; mm_allocator_get_occupation(mm_allocator,&bytes_used_malloc,&bytes_used_allocator,&bytes_free_available,&bytes_free_fragmented); - fprintf(stream," => Memory.used %" PRIu64 "\n",bytes_used_allocator); - fprintf(stream," => Memory.free %" PRIu64 "\n",bytes_free_available+bytes_free_fragmented); - fprintf(stream," => Memory.free.available %" PRIu64 "\n",bytes_free_available); - fprintf(stream," => Memory.free.fragmented %" PRIu64 "\n",bytes_free_fragmented); + const float bytes_total = num_segments * segment_size; + const uint64_t bytes_free = bytes_free_available + bytes_free_fragmented; + fprintf(stream," => Memory.used %" PRIu64 " (%2.1f %%)\n", + bytes_used_allocator,100.0f*(float)bytes_used_allocator/bytes_total); + fprintf(stream," => Memory.free %" PRIu64 " (%2.1f %%)\n", + bytes_free,100.0f*(float)bytes_free/bytes_total); + fprintf(stream," => Memory.free.available %" PRIu64 " (%2.1f %%)\n", + bytes_free_available,100.0f*(float)bytes_free_available/bytes_total); + fprintf(stream," => Memory.free.fragmented %" PRIu64 " (%2.1f %%)\n", + bytes_free_fragmented,100.0f*(float)bytes_free_fragmented/bytes_total); fprintf(stream," => Memory.malloc %" PRIu64 "\n",bytes_used_malloc); // Print memory requests if (display_requests) { mm_allocator_print_allocator_requests(stream,mm_allocator,false); } } - - - diff --git a/system/mm_stack.c b/system/mm_stack.c index eb57a5f3..5a0ae46a 100644 --- a/system/mm_stack.c +++ b/system/mm_stack.c @@ -32,6 +32,7 @@ * requested at once. */ +#include "utils/commons.h" #include "mm_stack.h" /* @@ -265,5 +266,3 @@ void mm_stack_print( fprintf(stream," => Segments.size %" PRIu64 " MB\n",segment_size/(1024*1024)); fprintf(stream," => Memory.available %" PRIu64 " MB\n",num_segments*(segment_size/(1024*1024))); } - - diff --git a/system/profiler_counter.c b/system/profiler_counter.c index 465d3167..52264ff5 100644 --- a/system/profiler_counter.c +++ b/system/profiler_counter.c @@ -30,6 +30,7 @@ * DESCRIPTION: Simple profile counter */ +#include "utils/commons.h" #include "profiler_counter.h" /* diff --git a/system/profiler_counter.h b/system/profiler_counter.h index d7ce69db..b2b7c376 100644 --- a/system/profiler_counter.h +++ b/system/profiler_counter.h @@ -33,8 +33,6 @@ #ifndef PROFILER_COUNTER_H_ #define PROFILER_COUNTER_H_ -#include "utils/commons.h" - /* * Counters */ diff --git a/system/profiler_timer.c b/system/profiler_timer.c index cec1fd9e..eb25853d 100644 --- a/system/profiler_timer.c +++ b/system/profiler_timer.c @@ -30,6 +30,7 @@ * DESCRIPTION: Simple time profiler */ +#include "utils/commons.h" #include "profiler_timer.h" #ifdef __MACH__ diff --git a/system/profiler_timer.h b/system/profiler_timer.h index 52c84e07..5d530382 100644 --- a/system/profiler_timer.h +++ b/system/profiler_timer.h @@ -33,7 +33,6 @@ #ifndef PROFILER_TIMER_H #define PROFILER_TIMER_H -#include "utils/commons.h" #include "profiler_counter.h" /* diff --git a/tests/wfa.utest.check/test.affine.alg b/tests/wfa.utest.check/test.affine.alg new file mode 100644 index 00000000..8164c786 --- /dev/null +++ b/tests/wfa.utest.check/test.affine.alg @@ -0,0 +1,305 @@ +-8 14M1I86M +-4 53M1X46M +-8 67M1D32M +-4 97M1X2M +-8 62M1I38M +-8 64M1D35M +-4 21M1X78M +-8 78M1D21M +-4 1X99M +-4 68M1X31M +-8 77M1I23M +-8 11M1I89M +-4 69M1X30M +-8 38M1D61M +-8 66M1D33M +-4 85M1X14M +-8 50M1I50M +-8 25M1D74M +-8 13M1I87M +-8 69M1I31M +-4 70M1X29M +-4 90M1X9M +-8 75M1I25M +0 100M +-8 97M1I3M +-4 81M1X18M +-4 21M1X78M +-8 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(samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 159.18 Kbases ( 90.27 %) (samples=159K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 0.00 bases ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Insertions 19.08 Kbases ( 10.82 %) (samples=19K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 17.16 Kbases ( 9.73 %) (samples=17K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.indel.alg -a indel-wfa --check=correct" + User time (seconds): 0.14 + System time (seconds): 0.02 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.16 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 26948 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 6271 + Voluntary context switches: 1 + Involuntary context switches: 3 + Swaps: 0 + File system inputs: 0 + File system outputs: 256 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 105.73 ms ( 1 call, 105.73 ms/call {min105.73ms,Max105.73ms}) + => Time.Alignment 97.52 ms ( 92.24 %) ( 305 calls, 319.75 us/call {min203ns,Max16.88ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 158.32 Kbases ( 89.78 %) (samples=158K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 9.63 Kbases ( 5.46 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 10.30 Kbases ( 5.84 %) (samples=10K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 8.38 Kbases ( 4.75 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.edit.alg -a edit-wfa --check=correct" + User time (seconds): 0.09 + System time (seconds): 0.01 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.10 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 27068 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 6269 + Voluntary context switches: 1 + Involuntary context switches: 2 + Swaps: 0 + File system inputs: 0 + File system outputs: 208 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 1.07 s ( 1 call, 1.07 s/call {min1.07s,Max1.07s}) + => Time.Alignment 1.06 s ( 99.18 %) ( 305 calls, 3.49 ms/call {min218ns,Max170.05ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.21 Kbases ( 87.45 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.33 Kbases ( 8.69 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.72 Kbases ( 4.95 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.80 Kbases ( 3.86 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine.alg -a gap-affine-wfa --check=correct" + User time (seconds): 0.98 + System time (seconds): 0.09 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.08 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 281468 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 69854 + Voluntary context switches: 1 + Involuntary context switches: 3 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 5.67 s ( 1 call, 5.67 s/call {min5.67s,Max5.67s}) + => Time.Alignment 5.66 s ( 99.84 %) ( 305 calls, 18.56 ms/call {min232ns,Max1.03s}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.20 Kbases ( 87.45 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.33 Kbases ( 8.69 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.72 Kbases ( 4.95 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.80 Kbases ( 3.86 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine2p.alg -a gap-affine2p-wfa --check=correct" + User time (seconds): 5.12 + System time (seconds): 0.60 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:05.73 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 1783272 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 445276 + Voluntary context switches: 1 + Involuntary context switches: 68 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 523.99 ms ( 1 call, 523.99 ms/call {min523.99ms,Max523.99ms}) + => Time.Alignment 514.93 ms ( 98.27 %) ( 305 calls, 1.69 ms/call {min232ns,Max108.13ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 149.12 Kbases ( 84.57 %) (samples=149K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 21.77 Kbases ( 12.35 %) (samples=21K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 7.37 Kbases ( 4.18 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 5.44 Kbases ( 3.09 %) (samples=5K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine.p0.alg -a gap-affine-wfa --check=correct --affine-penalties=0,1,2,1" + User time (seconds): 0.45 + System time (seconds): 0.06 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.53 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 130104 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 31990 + Voluntary context switches: 1 + Involuntary context switches: 79 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 609.32 ms ( 1 call, 609.32 ms/call {min609.32ms,Max609.32ms}) + => Time.Alignment 601.07 ms ( 98.65 %) ( 305 calls, 1.97 ms/call {min219ns,Max92.82ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 155.91 Kbases ( 88.42 %) (samples=155K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 13.53 Kbases ( 7.67 %) (samples=13K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.82 Kbases ( 5.00 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.90 Kbases ( 3.91 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine.p1.alg -a gap-affine-wfa --check=correct --affine-penalties=0,3,1,4" + User time (seconds): 0.56 + System time (seconds): 0.05 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.61 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 158456 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 39085 + Voluntary context switches: 1 + Involuntary context switches: 3 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 1.50 s ( 1 call, 1.50 s/call {min1.50s,Max1.50s}) + => Time.Alignment 1.49 s ( 99.39 %) ( 305 calls, 4.89 ms/call {min214ns,Max243.15ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 158.52 Kbases ( 89.90 %) (samples=158K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 8.85 Kbases ( 5.02 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 10.89 Kbases ( 6.18 %) (samples=10K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 8.97 Kbases ( 5.09 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine.p2.alg -a gap-affine-wfa --check=correct --affine-penalties=0,5,3,2" + User time (seconds): 1.38 + System time (seconds): 0.11 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.51 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 367256 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 91255 + Voluntary context switches: 1 + Involuntary context switches: 224 + Swaps: 0 + File system inputs: 0 + File system outputs: 208 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 2.00 s ( 1 call, 2.00 s/call {min2.00s,Max2.00s}) + => Time.Alignment 1.99 s ( 99.52 %) ( 305 calls, 6.51 ms/call {min230ns,Max336.03ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 159.13 Kbases ( 90.25 %) (samples=159K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 7.94 Kbases ( 4.50 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 11.19 Kbases ( 6.34 %) (samples=11K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 9.26 Kbases ( 5.25 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine.p3.alg -a gap-affine-wfa --check=correct --affine-penalties=-5,1,2,1" + User time (seconds): 1.81 + System time (seconds): 0.17 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:02.01 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 566288 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 141031 + Voluntary context switches: 1 + Involuntary context switches: 225 + Swaps: 0 + File system inputs: 0 + File system outputs: 208 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 902.12 ms ( 1 call, 902.12 ms/call {min902.12ms,Max902.12ms}) + => Time.Alignment 891.72 ms ( 98.85 %) ( 305 calls, 2.92 ms/call {min244ns,Max140.26ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 157.73 Kbases ( 89.45 %) (samples=157K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 10.79 Kbases ( 6.12 %) (samples=10K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 9.74 Kbases ( 5.52 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 7.82 Kbases ( 4.43 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine.p4.alg -a gap-affine-wfa --check=correct --affine-penalties=-2,3,1,4" + User time (seconds): 0.81 + System time (seconds): 0.08 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.91 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 218320 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 54045 + Voluntary context switches: 1 + Involuntary context switches: 135 + Swaps: 0 + File system inputs: 0 + File system outputs: 208 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 2.85 s ( 1 call, 2.85 s/call {min2.85s,Max2.85s}) + => Time.Alignment 2.84 s ( 99.65 %) ( 305 calls, 9.32 ms/call {min247ns,Max494.85ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 159.15 Kbases ( 90.25 %) (samples=159K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 7.66 Kbases ( 4.35 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 11.45 Kbases ( 6.49 %) (samples=11K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 9.53 Kbases ( 5.40 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine.p5.alg -a gap-affine-wfa --check=correct --affine-penalties=-3,5,3,2" + User time (seconds): 2.61 + System time (seconds): 0.25 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:02.88 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 827484 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 206351 + Voluntary context switches: 1 + Involuntary context switches: 221 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 110.44 ms ( 1 call, 110.44 ms/call {min110.44ms,Max110.44ms}) + => Time.Alignment 101.64 ms ( 92.03 %) ( 305 calls, 333.23 us/call {min219ns,Max27.44ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.21 Kbases ( 87.45 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.33 Kbases ( 8.69 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.72 Kbases ( 4.95 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.80 Kbases ( 3.86 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine.wfapt0.alg -a gap-affine-wfa --check=correct --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,1" + User time (seconds): 0.09 + System time (seconds): 0.01 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.11 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 60980 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 14713 + Voluntary context switches: 1 + Involuntary context switches: 1 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 820.48 ms ( 1 call, 820.48 ms/call {min820.48ms,Max820.48ms}) + => Time.Alignment 812.06 ms ( 98.97 %) ( 305 calls, 2.66 ms/call {min235ns,Max126.36ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.21 Kbases ( 87.45 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.33 Kbases ( 8.69 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.72 Kbases ( 4.95 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.80 Kbases ( 3.86 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.affine.wfapt1.alg -a gap-affine-wfa --check=correct --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,10" + User time (seconds): 0.75 + System time (seconds): 0.07 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.82 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 207496 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 51354 + Voluntary context switches: 1 + Involuntary context switches: 3 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 92.96 ms ( 1 call, 92.96 ms/call {min92.96ms,Max92.96ms}) + => Time.Alignment 92.50 ms ( 99.51 %) ( 305 calls, 303.27 us/call {min199ns,Max9.06ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.indel.alg -a indel-wfa --wfa-score-only" + User time (seconds): 0.09 + System time (seconds): 0.00 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.09 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 2648 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 168 + Voluntary context switches: 1 + Involuntary context switches: 0 + Swaps: 0 + File system inputs: 0 + File system outputs: 16 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 75.32 ms ( 1 call, 75.32 ms/call {min75.32ms,Max75.32ms}) + => Time.Alignment 74.92 ms ( 99.47 %) ( 305 calls, 245.65 us/call {min197ns,Max7.51ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.edit.alg -a edit-wfa --wfa-score-only" + User time (seconds): 0.07 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.07 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 2656 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 158 + Voluntary context switches: 1 + Involuntary context switches: 1 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 899.73 ms ( 1 call, 899.73 ms/call {min899.73ms,Max899.73ms}) + => Time.Alignment 898.93 ms ( 99.91 %) ( 305 calls, 2.95 ms/call {min233ns,Max94.45ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine.alg -a gap-affine-wfa --wfa-score-only" + User time (seconds): 0.88 + System time (seconds): 0.01 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.90 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4604 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 622 + Voluntary context switches: 1 + Involuntary context switches: 136 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 4.84 s ( 1 call, 4.84 s/call {min4.84s,Max4.84s}) + => Time.Alignment 4.84 s ( 99.99 %) ( 305 calls, 15.86 ms/call {min220ns,Max489.20ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine2p.alg -a gap-affine2p-wfa --wfa-score-only" + User time (seconds): 4.78 + System time (seconds): 0.01 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:04.84 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 28108 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 6473 + Voluntary context switches: 1 + Involuntary context switches: 504 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 423.25 ms ( 1 call, 423.25 ms/call {min423.25ms,Max423.25ms}) + => Time.Alignment 422.69 ms ( 99.87 %) ( 305 calls, 1.39 ms/call {min207ns,Max53.95ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine.p0.alg -a gap-affine-wfa --wfa-score-only --affine-penalties=0,1,2,1" + User time (seconds): 0.41 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.42 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3852 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 407 + Voluntary context switches: 0 + Involuntary context switches: 62 + Swaps: 0 + File system inputs: 0 + File system outputs: 16 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 502.56 ms ( 1 call, 502.56 ms/call {min502.56ms,Max502.56ms}) + => Time.Alignment 502.02 ms ( 99.89 %) ( 305 calls, 1.65 ms/call {min231ns,Max56.19ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine.p1.alg -a gap-affine-wfa --wfa-score-only --affine-penalties=0,3,1,4" + User time (seconds): 0.49 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.50 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3196 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 298 + Voluntary context switches: 1 + Involuntary context switches: 13 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 1.25 s ( 1 call, 1.25 s/call {min1.25s,Max1.25s}) + => Time.Alignment 1.25 s ( 99.93 %) ( 305 calls, 4.10 ms/call {min224ns,Max140.56ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine.p2.alg -a gap-affine-wfa --wfa-score-only --affine-penalties=0,5,3,2" + User time (seconds): 1.24 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.25 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4788 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 701 + Voluntary context switches: 1 + Involuntary context switches: 122 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 1.39 s ( 1 call, 1.39 s/call {min1.39s,Max1.39s}) + => Time.Alignment 1.39 s ( 99.95 %) ( 305 calls, 4.56 ms/call {min213ns,Max131.39ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine.p3.alg -a gap-affine-wfa --wfa-score-only --affine-penalties=-5,1,2,1" + User time (seconds): 1.39 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.39 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4896 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 665 + Voluntary context switches: 1 + Involuntary context switches: 4 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 573.82 ms ( 1 call, 573.82 ms/call {min573.82ms,Max573.82ms}) + => Time.Alignment 573.23 ms ( 99.90 %) ( 305 calls, 1.88 ms/call {min211ns,Max59.61ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine.p4.alg -a gap-affine-wfa --wfa-score-only --affine-penalties=-2,3,1,4" + User time (seconds): 0.57 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.57 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3836 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 418 + Voluntary context switches: 1 + Involuntary context switches: 2 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 2.10 s ( 1 call, 2.10 s/call {min2.10s,Max2.10s}) + => Time.Alignment 2.10 s ( 99.97 %) ( 305 calls, 6.87 ms/call {min204ns,Max202.45ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine.p5.alg -a gap-affine-wfa --wfa-score-only --affine-penalties=-3,5,3,2" + User time (seconds): 2.09 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:02.09 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 6968 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 1197 + Voluntary context switches: 1 + Involuntary context switches: 7 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 64.91 ms ( 1 call, 64.91 ms/call {min64.91ms,Max64.91ms}) + => Time.Alignment 64.14 ms ( 98.81 %) ( 305 calls, 210.31 us/call {min212ns,Max5.75ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine.wfapt0.alg -a gap-affine-wfa --wfa-score-only --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,1" + User time (seconds): 0.06 + System time (seconds): 0.00 + Percent of CPU this job got: 96% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.06 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 2764 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 149 + Voluntary context switches: 1 + Involuntary context switches: 10 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 661.74 ms ( 1 call, 661.74 ms/call {min661.74ms,Max661.74ms}) + => Time.Alignment 661.16 ms ( 99.91 %) ( 305 calls, 2.17 ms/call {min217ns,Max68.12ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.score.affine.wfapt1.alg -a gap-affine-wfa --wfa-score-only --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,10" + User time (seconds): 0.66 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.66 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4100 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 473 + Voluntary context switches: 1 + Involuntary context switches: 3 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 138.84 ms ( 1 call, 138.84 ms/call {min138.84ms,Max138.84ms}) + => Time.Alignment 129.41 ms ( 93.21 %) ( 305 calls, 424.28 us/call {min239ns,Max14.11ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 159.18 Kbases ( 90.27 %) (samples=159K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 0.00 bases ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Insertions 19.08 Kbases ( 10.82 %) (samples=19K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 17.16 Kbases ( 9.73 %) (samples=17K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.indel.alg -a indel-wfa --wfa-memory-mode=med --check=correct" + User time (seconds): 0.13 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.13 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4140 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 541 + Voluntary context switches: 1 + Involuntary context switches: 0 + Swaps: 0 + File system inputs: 0 + File system outputs: 248 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 117.24 ms ( 1 call, 117.24 ms/call {min117.24ms,Max117.24ms}) + => Time.Alignment 109.08 ms ( 93.04 %) ( 305 calls, 357.64 us/call {min247ns,Max10.96ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 158.32 Kbases ( 89.78 %) (samples=158K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 9.63 Kbases ( 5.46 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 10.30 Kbases ( 5.84 %) (samples=10K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 8.38 Kbases ( 4.75 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.edit.alg -a edit-wfa --wfa-memory-mode=med --check=correct" + User time (seconds): 0.11 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.11 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4012 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 485 + Voluntary context switches: 1 + Involuntary context switches: 1 + Swaps: 0 + File system inputs: 0 + File system outputs: 208 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 2.09 s ( 1 call, 2.09 s/call {min2.09s,Max2.09s}) + => Time.Alignment 2.09 s ( 99.58 %) ( 305 calls, 6.84 ms/call {min256ns,Max225.18ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.21 Kbases ( 87.45 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.33 Kbases ( 8.69 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.72 Kbases ( 4.95 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.80 Kbases ( 3.86 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine.alg -a gap-affine-wfa --wfa-memory-mode=med --check=correct" + User time (seconds): 2.05 + System time (seconds): 0.02 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:02.09 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 72760 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 17801 + Voluntary context switches: 1 + Involuntary context switches: 312 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 14.12 s ( 1 call, 14.12 s/call {min14.12s,Max14.12s}) + => Time.Alignment 14.11 s ( 99.93 %) ( 305 calls, 46.26 ms/call {min267ns,Max1.52s}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.20 Kbases ( 87.45 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.33 Kbases ( 8.69 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.72 Kbases ( 4.95 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.80 Kbases ( 3.86 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine2p.alg -a gap-affine2p-wfa --wfa-memory-mode=med --check=correct" + User time (seconds): 14.00 + System time (seconds): 0.12 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:14.13 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 414732 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 104226 + Voluntary context switches: 3 + Involuntary context switches: 79 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 884.80 ms ( 1 call, 884.80 ms/call {min884.80ms,Max884.80ms}) + => Time.Alignment 875.99 ms ( 99.00 %) ( 305 calls, 2.87 ms/call {min257ns,Max95.93ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 149.12 Kbases ( 84.57 %) (samples=149K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 21.77 Kbases ( 12.35 %) (samples=21K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 7.37 Kbases ( 4.18 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 5.44 Kbases ( 3.09 %) (samples=5K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine.p0.alg -a gap-affine-wfa --wfa-memory-mode=med --check=correct --affine-penalties=0,1,2,1" + User time (seconds): 0.85 + System time (seconds): 0.01 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.88 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 30752 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 7247 + Voluntary context switches: 1 + Involuntary context switches: 133 + Swaps: 0 + File system inputs: 0 + File system outputs: 184 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 846.41 ms ( 1 call, 846.41 ms/call {min846.41ms,Max846.41ms}) + => Time.Alignment 837.97 ms ( 99.00 %) ( 305 calls, 2.75 ms/call {min251ns,Max84.63ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 155.91 Kbases ( 88.42 %) (samples=155K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 13.53 Kbases ( 7.67 %) (samples=13K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.82 Kbases ( 5.00 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.90 Kbases ( 3.91 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine.p1.alg -a gap-affine-wfa --wfa-memory-mode=med --check=correct --affine-penalties=0,3,1,4" + User time (seconds): 0.82 + System time (seconds): 0.02 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.84 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 32108 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 7541 + Voluntary context switches: 1 + Involuntary context switches: 4 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 2.44 s ( 1 call, 2.44 s/call {min2.44s,Max2.44s}) + => Time.Alignment 2.43 s ( 99.66 %) ( 305 calls, 7.98 ms/call {min251ns,Max256.64ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 158.52 Kbases ( 89.90 %) (samples=158K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 8.85 Kbases ( 5.02 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 10.89 Kbases ( 6.18 %) (samples=10K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 8.97 Kbases ( 5.09 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine.p2.alg -a gap-affine-wfa --wfa-memory-mode=med --check=correct --affine-penalties=0,5,3,2" + User time (seconds): 2.41 + System time (seconds): 0.02 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:02.44 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 91292 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 22463 + Voluntary context switches: 1 + Involuntary context switches: 15 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 2.82 s ( 1 call, 2.82 s/call {min2.82s,Max2.82s}) + => Time.Alignment 2.81 s ( 99.68 %) ( 305 calls, 9.21 ms/call {min252ns,Max279.08ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 159.13 Kbases ( 90.25 %) (samples=159K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 7.94 Kbases ( 4.50 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 11.19 Kbases ( 6.34 %) (samples=11K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 9.26 Kbases ( 5.25 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine.p3.alg -a gap-affine-wfa --wfa-memory-mode=med --check=correct --affine-penalties=-5,1,2,1" + User time (seconds): 2.78 + System time (seconds): 0.03 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:02.82 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 61024 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 14856 + Voluntary context switches: 1 + Involuntary context switches: 7 + Swaps: 0 + File system inputs: 0 + File system outputs: 208 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 1.40 s ( 1 call, 1.40 s/call {min1.40s,Max1.40s}) + => Time.Alignment 1.39 s ( 99.39 %) ( 305 calls, 4.56 ms/call {min263ns,Max145.97ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 157.73 Kbases ( 89.45 %) (samples=157K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 10.79 Kbases ( 6.12 %) (samples=10K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 9.74 Kbases ( 5.52 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 7.82 Kbases ( 4.43 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine.p4.alg -a gap-affine-wfa --wfa-memory-mode=med --check=correct --affine-penalties=-2,3,1,4" + User time (seconds): 1.38 + System time (seconds): 0.01 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.40 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 44004 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 10563 + Voluntary context switches: 1 + Involuntary context switches: 10 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 4.28 s ( 1 call, 4.28 s/call {min4.28s,Max4.28s}) + => Time.Alignment 4.28 s ( 99.80 %) ( 305 calls, 14.02 ms/call {min265ns,Max437.95ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 159.15 Kbases ( 90.25 %) (samples=159K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 7.66 Kbases ( 4.35 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 11.45 Kbases ( 6.49 %) (samples=11K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 9.53 Kbases ( 5.40 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine.p5.alg -a gap-affine-wfa --wfa-memory-mode=med --check=correct --affine-penalties=-3,5,3,2" + User time (seconds): 4.18 + System time (seconds): 0.06 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:04.28 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 89712 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 22161 + Voluntary context switches: 1 + Involuntary context switches: 644 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 105.32 ms ( 1 call, 105.32 ms/call {min105.32ms,Max105.32ms}) + => Time.Alignment 95.83 ms ( 90.98 %) ( 305 calls, 314.19 us/call {min253ns,Max8.82ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.21 Kbases ( 87.45 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.33 Kbases ( 8.69 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.72 Kbases ( 4.95 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.80 Kbases ( 3.86 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine.wfapt0.alg -a gap-affine-wfa --wfa-memory-mode=med --check=correct --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,1" + User time (seconds): 0.10 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.10 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3796 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 434 + Voluntary context switches: 1 + Involuntary context switches: 0 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 1.62 s ( 1 call, 1.62 s/call {min1.62s,Max1.62s}) + => Time.Alignment 1.61 s ( 99.42 %) ( 305 calls, 5.29 ms/call {min252ns,Max201.46ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.21 Kbases ( 87.45 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.33 Kbases ( 8.69 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.72 Kbases ( 4.95 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.80 Kbases ( 3.86 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.pb.affine.wfapt1.alg -a gap-affine-wfa --wfa-memory-mode=med --check=correct --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,10" + User time (seconds): 1.60 + System time (seconds): 0.02 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.62 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 49032 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 11774 + Voluntary context switches: 0 + Involuntary context switches: 6 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 137.29 ms ( 1 call, 137.29 ms/call {min137.29ms,Max137.29ms}) + => Time.Alignment 123.40 ms ( 89.88 %) ( 305 calls, 404.59 us/call {min716ns,Max18.95ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 159.18 Kbases ( 90.27 %) (samples=159K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 0.00 bases ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Insertions 19.08 Kbases ( 10.82 %) (samples=19K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 17.16 Kbases ( 9.73 %) (samples=17K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.indel.alg -a indel-wfa --wfa-memory-mode=ultralow --check=correct" + User time (seconds): 0.13 + System time (seconds): 0.00 + Percent of CPU this job got: 92% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.14 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3376 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 330 + Voluntary context switches: 2 + Involuntary context switches: 6 + Swaps: 0 + File system inputs: 0 + File system outputs: 248 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 136.27 ms ( 1 call, 136.27 ms/call {min136.27ms,Max136.27ms}) + => Time.Alignment 127.88 ms ( 93.84 %) ( 305 calls, 419.28 us/call {min715ns,Max18.38ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 158.32 Kbases ( 89.78 %) (samples=158K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 9.64 Kbases ( 5.47 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 10.30 Kbases ( 5.84 %) (samples=10K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 8.38 Kbases ( 4.75 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.edit.alg -a edit-wfa --wfa-memory-mode=ultralow --check=correct" + User time (seconds): 0.13 + System time (seconds): 0.00 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.13 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3472 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 333 + Voluntary context switches: 1 + Involuntary context switches: 17 + Swaps: 0 + File system inputs: 0 + File system outputs: 208 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 1.18 s ( 1 call, 1.18 s/call {min1.18s,Max1.18s}) + => Time.Alignment 1.17 s ( 99.18 %) ( 305 calls, 3.83 ms/call {min884ns,Max115.45ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.14 Kbases ( 87.42 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.42 Kbases ( 8.74 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.70 Kbases ( 4.93 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.77 Kbases ( 3.84 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --check=correct" + User time (seconds): 1.16 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.17 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 5084 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 746 + Voluntary context switches: 1 + Involuntary context switches: 164 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 8.28 s ( 1 call, 8.28 s/call {min8.28s,Max8.28s}) + => Time.Alignment 8.28 s ( 99.90 %) ( 305 calls, 27.13 ms/call {min753ns,Max760.89ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.14 Kbases ( 87.42 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.42 Kbases ( 8.74 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.70 Kbases ( 4.93 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.77 Kbases ( 3.84 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine2p.alg -a gap-affine2p-wfa --wfa-memory-mode=ultralow --check=correct" + User time (seconds): 8.27 + System time (seconds): 0.01 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:08.28 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 37048 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 8769 + Voluntary context switches: 1 + Involuntary context switches: 28 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 463.80 ms ( 1 call, 463.80 ms/call {min463.80ms,Max463.80ms}) + => Time.Alignment 454.49 ms ( 97.99 %) ( 305 calls, 1.49 ms/call {min743ns,Max42.88ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 149.08 Kbases ( 84.55 %) (samples=149K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 21.82 Kbases ( 12.37 %) (samples=21K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 7.36 Kbases ( 4.17 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 5.43 Kbases ( 3.08 %) (samples=5K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine.p0.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --check=correct --affine-penalties=0,1,2,1" + User time (seconds): 0.46 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.46 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4912 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 718 + Voluntary context switches: 1 + Involuntary context switches: 2 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 615.67 ms ( 1 call, 615.67 ms/call {min615.67ms,Max615.67ms}) + => Time.Alignment 607.52 ms ( 98.68 %) ( 305 calls, 1.99 ms/call {min738ns,Max56.53ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 155.88 Kbases ( 88.40 %) (samples=155K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 13.57 Kbases ( 7.69 %) (samples=13K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.81 Kbases ( 4.99 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.88 Kbases ( 3.90 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine.p1.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --check=correct --affine-penalties=0,3,1,4" + User time (seconds): 0.61 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.61 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4896 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 683 + Voluntary context switches: 1 + Involuntary context switches: 2 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 1.49 s ( 1 call, 1.49 s/call {min1.49s,Max1.49s}) + => Time.Alignment 1.48 s ( 99.44 %) ( 305 calls, 4.86 ms/call {min703ns,Max175.06ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 158.53 Kbases ( 89.91 %) (samples=158K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 8.81 Kbases ( 5.00 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 10.91 Kbases ( 6.19 %) (samples=10K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 8.99 Kbases ( 5.10 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine.p2.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --check=correct --affine-penalties=0,5,3,2" + User time (seconds): 1.48 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.49 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 5976 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 988 + Voluntary context switches: 1 + Involuntary context switches: 9 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 2.00 s ( 1 call, 2.00 s/call {min2.00s,Max2.00s}) + => Time.Alignment 1.99 s ( 99.58 %) ( 305 calls, 6.52 ms/call {min730ns,Max192.51ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 159.13 Kbases ( 90.24 %) (samples=159K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 7.95 Kbases ( 4.51 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 11.18 Kbases ( 6.34 %) (samples=11K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 9.26 Kbases ( 5.25 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine.p3.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --check=correct --affine-penalties=-5,1,2,1" + User time (seconds): 1.99 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.99 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 6368 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 1098 + Voluntary context switches: 1 + Involuntary context switches: 5 + Swaps: 0 + File system inputs: 0 + File system outputs: 208 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 986.51 ms ( 1 call, 986.51 ms/call {min986.51ms,Max986.51ms}) + => Time.Alignment 978.49 ms ( 99.19 %) ( 305 calls, 3.21 ms/call {min744ns,Max80.82ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 157.73 Kbases ( 89.45 %) (samples=157K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 10.79 Kbases ( 6.12 %) (samples=10K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 9.74 Kbases ( 5.52 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 7.81 Kbases ( 4.43 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine.p4.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --check=correct --affine-penalties=-2,3,1,4" + User time (seconds): 0.98 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.98 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4264 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 531 + Voluntary context switches: 1 + Involuntary context switches: 6 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 3.05 s ( 1 call, 3.05 s/call {min3.05s,Max3.05s}) + => Time.Alignment 3.03 s ( 99.17 %) ( 305 calls, 9.92 ms/call {min740ns,Max305.91ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 159.15 Kbases ( 90.25 %) (samples=159K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 7.66 Kbases ( 4.34 %) (samples=7K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 11.45 Kbases ( 6.49 %) (samples=11K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 9.53 Kbases ( 5.40 %) (samples=9K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine.p5.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --check=correct --affine-penalties=-3,5,3,2" + User time (seconds): 3.01 + System time (seconds): 0.00 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:03.05 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 7096 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 1260 + Voluntary context switches: 3 + Involuntary context switches: 324 + Swaps: 0 + File system inputs: 0 + File system outputs: 200 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 305.83 ms ( 1 call, 305.83 ms/call {min305.83ms,Max305.83ms}) + => Time.Alignment 297.56 ms ( 97.29 %) ( 305 calls, 975.60 us/call {min726ns,Max21.67ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.14 Kbases ( 87.42 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.42 Kbases ( 8.74 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.70 Kbases ( 4.93 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.77 Kbases ( 3.84 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine.wfapt0.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --check=correct --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,1" + User time (seconds): 0.30 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.30 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3436 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 362 + Voluntary context switches: 1 + Involuntary context switches: 0 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 889.11 ms ( 1 call, 889.11 ms/call {min889.11ms,Max889.11ms}) + => Time.Alignment 880.88 ms ( 99.07 %) ( 305 calls, 2.89 ms/call {min733ns,Max82.01ms}) +[Accuracy] + => Alignments.Correct 305.00 alg (100.00 %) (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => Score.Total 305.00 score uds. (samples=305{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => Score.Diff 0.00 score uds. ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Correct 0.00 alg ( 0.00 %) (samples=0,--n/a--)} + => CIGAR.Matches 154.14 Kbases ( 87.42 %) (samples=154K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Mismatches 15.42 Kbases ( 8.74 %) (samples=15K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Insertions 8.70 Kbases ( 4.93 %) (samples=8K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + => CIGAR.Deletions 6.77 Kbases ( 3.84 %) (samples=6K{mean1.00,min1.00,Max1.00,Var0.00,StdDev0.00)} + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.affine.wfapt1.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --check=correct --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,10" + User time (seconds): 0.88 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.89 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4524 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 628 + Voluntary context switches: 1 + Involuntary context switches: 1 + Swaps: 0 + File system inputs: 0 + File system outputs: 192 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 72.38 ms ( 1 call, 72.38 ms/call {min72.38ms,Max72.38ms}) + => Time.Alignment 71.80 ms ( 99.20 %) ( 305 calls, 235.42 us/call {min507ns,Max9.60ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.indel.alg -a indel-wfa --wfa-memory-mode=ultralow --wfa-score-only" + User time (seconds): 0.07 + System time (seconds): 0.00 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.07 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 2940 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 211 + Voluntary context switches: 1 + Involuntary context switches: 12 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 73.15 ms ( 1 call, 73.15 ms/call {min73.15ms,Max73.15ms}) + => Time.Alignment 72.44 ms ( 99.03 %) ( 305 calls, 237.52 us/call {min495ns,Max9.14ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.edit.alg -a edit-wfa --wfa-memory-mode=ultralow --wfa-score-only" + User time (seconds): 0.06 + System time (seconds): 0.00 + Percent of CPU this job got: 97% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.07 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 2956 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 209 + Voluntary context switches: 1 + Involuntary context switches: 11 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 551.38 ms ( 1 call, 551.38 ms/call {min551.38ms,Max551.38ms}) + => Time.Alignment 550.48 ms ( 99.84 %) ( 305 calls, 1.80 ms/call {min523ns,Max53.29ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --wfa-score-only" + User time (seconds): 0.54 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.55 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4368 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 580 + Voluntary context switches: 1 + Involuntary context switches: 81 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 3.35 s ( 1 call, 3.35 s/call {min3.35s,Max3.35s}) + => Time.Alignment 3.35 s ( 99.98 %) ( 305 calls, 10.98 ms/call {min551ns,Max307.41ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine2p.alg -a gap-affine2p-wfa --wfa-memory-mode=ultralow --wfa-score-only" + User time (seconds): 3.28 + System time (seconds): 0.01 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:03.35 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 35244 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 8267 + Voluntary context switches: 1 + Involuntary context switches: 30 + Swaps: 0 + File system inputs: 0 + File system outputs: 16 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 256.76 ms ( 1 call, 256.76 ms/call {min256.76ms,Max256.76ms}) + => Time.Alignment 256.20 ms ( 99.78 %) ( 305 calls, 840.01 us/call {min527ns,Max46.28ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine.p0.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --wfa-score-only --affine-penalties=0,1,2,1" + User time (seconds): 0.25 + System time (seconds): 0.00 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.25 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3484 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 393 + Voluntary context switches: 1 + Involuntary context switches: 5 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 293.94 ms ( 1 call, 293.94 ms/call {min293.94ms,Max293.94ms}) + => Time.Alignment 293.32 ms ( 99.79 %) ( 305 calls, 961.70 us/call {min543ns,Max36.25ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine.p1.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --wfa-score-only --affine-penalties=0,3,1,4" + User time (seconds): 0.28 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.29 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3548 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 367 + Voluntary context switches: 1 + Involuntary context switches: 44 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 700.37 ms ( 1 call, 700.37 ms/call {min700.37ms,Max700.37ms}) + => Time.Alignment 699.63 ms ( 99.89 %) ( 305 calls, 2.29 ms/call {min519ns,Max66.45ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine.p2.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --wfa-score-only --affine-penalties=0,5,3,2" + User time (seconds): 0.69 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.70 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 4844 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 678 + Voluntary context switches: 1 + Involuntary context switches: 14 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 878.24 ms ( 1 call, 878.24 ms/call {min878.24ms,Max878.24ms}) + => Time.Alignment 877.52 ms ( 99.92 %) ( 305 calls, 2.88 ms/call {min533ns,Max90.63ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine.p3.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --wfa-score-only --affine-penalties=-5,1,2,1" + User time (seconds): 0.87 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.87 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 5384 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 841 + Voluntary context switches: 1 + Involuntary context switches: 133 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 432.37 ms ( 1 call, 432.37 ms/call {min432.37ms,Max432.37ms}) + => Time.Alignment 431.60 ms ( 99.82 %) ( 305 calls, 1.42 ms/call {min506ns,Max42.70ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine.p4.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --wfa-score-only --affine-penalties=-2,3,1,4" + User time (seconds): 0.42 + System time (seconds): 0.00 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.43 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3448 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 395 + Voluntary context switches: 1 + Involuntary context switches: 54 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 1.29 s ( 1 call, 1.29 s/call {min1.29s,Max1.29s}) + => Time.Alignment 1.29 s ( 99.94 %) ( 305 calls, 4.23 ms/call {min522ns,Max122.17ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine.p5.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --wfa-score-only --affine-penalties=-3,5,3,2" + User time (seconds): 1.28 + System time (seconds): 0.00 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:01.29 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 6096 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 1035 + Voluntary context switches: 1 + Involuntary context switches: 193 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 71.29 ms ( 1 call, 71.29 ms/call {min71.29ms,Max71.29ms}) + => Time.Alignment 70.46 ms ( 98.84 %) ( 305 calls, 231.02 us/call {min509ns,Max5.46ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine.wfapt0.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --wfa-score-only --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,1" + User time (seconds): 0.07 + System time (seconds): 0.00 + Percent of CPU this job got: 98% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.07 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 2896 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 198 + Voluntary context switches: 1 + Involuntary context switches: 10 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 +[Benchmark] +=> Total.reads 305 +=> Time.Benchmark 396.97 ms ( 1 call, 396.97 ms/call {min396.97ms,Max396.97ms}) + => Time.Alignment 396.41 ms ( 99.86 %) ( 305 calls, 1.30 ms/call {min512ns,Max40.15ms}) + Command being timed: "./bin/align_benchmark -i ./tests/tests.input.seq -o ./tests/test.biwfa.score.affine.wfapt1.alg -a gap-affine-wfa --wfa-memory-mode=ultralow --wfa-score-only --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,10" + User time (seconds): 0.39 + System time (seconds): 0.00 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.39 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 3820 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 460 + Voluntary context switches: 1 + Involuntary context switches: 1 + Swaps: 0 + File system inputs: 0 + File system outputs: 8 + Socket messages sent: 0 + Socket messages received: 0 + Signals delivered: 0 + Page size (bytes): 4096 + Exit status: 0 diff --git a/tests/wfa.utest.check/wfa.utest.log.mem b/tests/wfa.utest.check/wfa.utest.log.mem new file mode 100644 index 00000000..b37ced9d --- /dev/null +++ b/tests/wfa.utest.check/wfa.utest.log.mem @@ -0,0 +1,60 @@ +2692 +2704 +2792 +2836 +2952 +3040 +3208 +3300 +3500 +3512 +3512 +3516 +3536 +3724 +3728 +3740 +3772 +3964 +4004 +4132 +4164 +4296 +4632 +4632 +4780 +4784 +4836 +4852 +4852 +5188 +5292 +5840 +6116 +6352 +6996 +7112 +26952 +27212 +28080 +30704 +32172 +35236 +37116 +44296 +48932 +60944 +61132 +72804 +89732 +91368 +130072 +158488 +207416 +218392 +281456 +367248 +414740 +566220 +827568 +1783148 diff --git a/tests/wfa.utest.check/wfa.utest.log.time b/tests/wfa.utest.check/wfa.utest.log.time new file mode 100644 index 00000000..f42f2e3b --- /dev/null +++ b/tests/wfa.utest.check/wfa.utest.log.time @@ -0,0 +1,21 @@ +1.02 s +1.16 s +1.18 s +1.27 s +1.38 s +1.39 s +1.42 s +1.71 s +1.71 s +1.75 s +1.92 s +2.17 s +2.41 s +2.53 s +3.26 s +3.67 s +3.83 s +4.01 s +5.01 s +7.65 s +13.33 s diff --git a/tests/wfa.utest.cmp.sh b/tests/wfa.utest.cmp.sh new file mode 100755 index 00000000..707b0dc5 --- /dev/null +++ b/tests/wfa.utest.cmp.sh @@ -0,0 +1,39 @@ +#!/bin/bash +# PROJECT: Wavefront Alignments Algorithms (Unitary Tests) +# LICENCE: MIT License +# AUTHOR(S): Santiago Marco-Sola +# DESCRIPTION: Compares alignments (*.alg) from two folders +# USAGE: ./wfa.utest.cmp.sh wfa_results_folder_1 wfa_results_folder_2 + +# Parameters +FOLDER1=$1 +FOLDER2=$2 + +echo "> Comparing $FOLDER1 vs $FOLDER2" +for FILE_ALG1 in $FOLDER1/*.alg +do + FILENAME=$(basename -- "$FILE_ALG1") + PREFIX=${FILENAME%.*} + FILE_ALG2="$FOLDER2/$FILENAME" + echo -ne "[UTest::$PREFIX]" + if [[ ${#PREFIX} < 15 ]]; then echo -ne " "; fi + echo -ne "\t" + # Check existence + if [[ ! -f "$FILE_ALG2" ]] + then + echo "$FILE_ALG2 doesn't exist." + continue + fi + # Check diff + if [[ $(diff $FILE_ALG1 $FILE_ALG2) ]] + then + if [[ $(diff <(awk '{if ($1<0) print -$1; else print $1}' $FILE_ALG1) <(awk '{if ($1<0) print -$1; else print $1}' $FILE_ALG2)) ]] + then + echo "Error" + else + echo "ok" # Only score + fi + else + echo "OK" + fi +done diff --git a/scripts/wfa.utest.cmp.sh b/tests/wfa.utest.performance.cmp.sh similarity index 61% rename from scripts/wfa.utest.cmp.sh rename to tests/wfa.utest.performance.cmp.sh index 037a9fdf..60b9f08e 100755 --- a/scripts/wfa.utest.cmp.sh +++ b/tests/wfa.utest.performance.cmp.sh @@ -1,9 +1,9 @@ #!/bin/bash -# PROJECT: Wavefront Alignments Algorithms +# PROJECT: Wavefront Alignments Algorithms (Unitary Tests) # LICENCE: MIT License # AUTHOR(S): Santiago Marco-Sola -# DESCRIPTION: WFA unitary tests (for performance & correcness) -# USAGE: ./wfa.utest.cmp.sh WFAv1 WFAv2 +# DESCRIPTION: Compares alignments (*.alg) from two folders +# USAGE: ./wfa.utest.performance.cmp.sh wfa_results_folder_1 wfa_results_folder_2 # Parameters FOLDER1=$1 @@ -15,17 +15,25 @@ do FILENAME=$(basename -- "$FILE_ALG1") PREFIX=${FILENAME%.*} FILE_ALG2="$FOLDER2/$FILENAME" - echo -ne "[UTest::$PREFIX] \t" + echo -ne "[UTest::$PREFIX]" + if [[ ${#PREFIX} < 15 ]]; then echo -ne " "; fi + echo -ne "\t" # Check existence - if [[ ! -f "$FILE_ALG2" ]]; then + if [[ ! -f "$FILE_ALG2" ]] + then echo "$FILE_ALG2 doesn't exist." continue fi # Check diff if [[ $(diff $FILE_ALG1 $FILE_ALG2) ]] then - echo "Error" - continue + if [[ $(diff <(awk '{if ($1<0) print -$1; else print $1}' $FILE_ALG1) <(awk '{if ($1<0) print -$1; else print $1}' $FILE_ALG2)) ]] + then + echo "Error" + continue + else + echo -n "OK" # Only score + fi else echo -n "OK" fi diff --git a/tests/wfa.utest.performance.sh b/tests/wfa.utest.performance.sh new file mode 100755 index 00000000..2ee4fbaa --- /dev/null +++ b/tests/wfa.utest.performance.sh @@ -0,0 +1,41 @@ +#!/bin/bash -x +# PROJECT: Wavefront Alignments Algorithms (Unitary Tests) +# LICENCE: MIT License +# AUTHOR(S): Santiago Marco-Sola +# DESCRIPTION: WFA unitary tests (performance & correcness) +# USAGE: ./wfa.utest.performance.sh + +# Config +OUTPUT=./tests + +ALGORITHM="gap-affine-wfa" +REDUCTION="--wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters 10,50,1" +LOWMEMORY="--wfa-memory-mode=med" +BIWFA="--wfa-memory-mode=ultralow" + +# Clear +rm $OUTPUT/*.log $OUTPUT/*.alg + +# Utest for length=100 +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100.n100K.e2.seq -o $OUTPUT/sim.l100.e2.W.alg &> $OUTPUT/sim.l100.e2.W.log +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100.n100K.e2.seq -o $OUTPUT/sim.l100.e2.Wl.alg $LOWMEMORY &> $OUTPUT/sim.l100.e2.Wl.log +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100.n100K.e2.seq -o $OUTPUT/sim.l100.e2.Wb.alg $BIWFA &> $OUTPUT/sim.l100.e2.Wb.log +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100.n100K.e2.seq -o $OUTPUT/sim.l100.e2.Wa.alg $REDUCTION &> $OUTPUT/sim.l100.e2.Wa.log + +# Utest for length=1K +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l1K.n10K.e20.seq -o $OUTPUT/sim.l1K.e20.W.alg &> $OUTPUT/sim.l1K.e20.W.log +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l1K.n10K.e20.seq -o $OUTPUT/sim.l1K.e20.Wl.alg $LOWMEMORY &> $OUTPUT/sim.l1K.e20.Wl.log +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l1K.n10K.e20.seq -o $OUTPUT/sim.l1K.e20.Wb.alg $BIWFA &> $OUTPUT/sim.l1K.e20.Wb.log +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l1K.n10K.e20.seq -o $OUTPUT/sim.l1K.e20.Wa.alg $REDUCTION &> $OUTPUT/sim.l1K.e20.Wa.log + +# Utest for length=10K +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l10K.n1K.e20.seq -o $OUTPUT/sim.l10K.e20.W.alg &> $OUTPUT/sim.l10K.e20.W.log +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l10K.n1K.e20.seq -o $OUTPUT/sim.l10K.e20.Wb.alg $BIWFA &> $OUTPUT/sim.l10K.e20.Wb.log +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l10K.n1K.e20.seq -o $OUTPUT/sim.l10K.e20.Wa.alg $REDUCTION &> $OUTPUT/sim.l10K.e20.Wa.log + +# Utest for length=100K +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100K.n1.e10.seq -o $OUTPUT/sim.l100K.e10.Wl.alg $LOWMEMORY &> $OUTPUT/sim.l100K.e10.Wl.log +\time -v ./bin/align_benchmark -a $ALGORITHM -i ../data/sim.l100K.n1.e10.seq -o $OUTPUT/sim.l100K.e10.Wb.alg $BIWFA &> $OUTPUT/sim.l100K.e10.Wb.log + +# Run the check +./tests/wfa.utest.performance.cmp.sh tests/ tests/wfa.utest.performance.check/ \ No newline at end of file diff --git a/tests/wfa.utest.seq b/tests/wfa.utest.seq new file mode 100644 index 00000000..628701eb --- /dev/null +++ b/tests/wfa.utest.seq @@ -0,0 +1,610 @@ +>CACGATCAGGAAGCTGCATCCTTATCTAGGGTGTGTGATCGACAGCTTGGCTGCTCGTCCCACATATGAGTTGCAAGTAACGAATACGTTTCTACGAACC +GCATATAACGACCATAAGTGCATACACGAGGGATGATGAACCGTCGTGAGAGTATAACGCTCAACGAACACGGTCTGAGTTGGGGCTTTCATTCTATTCA +GGAGACATATCTCTGCTAGGATGAGCCTCATAGAGGCTGGGACAAACTAAGATACGCTGTTCTCCGATGGCATTCTTGGTGAAGACAGCGCAACGGATCG +TCCAACTGAGTCAAGAGATAATGTCGGTAACTCTTCATACCAGCACGTCCAGCGGTAAGCCAAGAAACTCGAGCGTGAGAGGGTCCTCCGGTTTGTAGCA +TCTGTTCACATCCACGCTCCGATGCGTCTTGGACAACCCGGAATACCGCTTTAGGCAGGTGACGGGTTAAGGAGCCATTCGGCGCTTGGGGAGATCGTAG +ACGGCCCGAATTCTTAGCGGAGCCAACTAAACCGTGAACACCATATTGACCCTGGATATAATCGGAAGCGTGTTCATAGTGAACTTCGTCGACAGTATGG +CAGTACATCGTGATCGCCTACACAAGTTACGCCACGCCCTTCCTAGGGTCTCGACTGCGTGCCACGGTTAGTGTTGGCCCTCTCCCCAGATCCCCGTAGT +TATCGATAAAAGGCTGTTGCCAGTATGTATTTTGCGTATTCTGTACGACCCGCTGCGACGTAGTTTCTTATATCATGGTATAGCAAGTCAGACATATCAT +ACAACTGCTGCCTGGGGTGCAAGAAGCCCTACAACGTATGTCAGTGCGGTTTTCTATCGCAGGCGATGCGCAACTTAAGTACGATCCTTTAACTGAACGC +CCCAGCTCCCTCACGACCACTATTACGGGGATAGAGATTCATTCCGCGAGTTGGTGACCGTGCTACGACCGCCCGGAAAAGAAATTTTAACAGTATAGAC +GAGAAGCCACCAAATACACGTATGCCTTGCGCGCGTTTCTCGAGTAGCAATTAGGGAGCTTAAGCGGCGTCTGCCCCATGAGCCCATGGCCGGGCACTGT +CAATCCGTCCCTTGTCCATTTCCAGCGCACACCCCTTATCCCACTTGCACCTGGTCTGTTTACCGTCCTAGCGGGGGATGGACCTCGGAGGTGACATGCG +ATGGCTGTCGCTCTGATAGGGTTTGGACACGCAAAGAGCGCTCTGTTCAGAGGACAGGGTAACACCGCAAAGTGGGCCTGAAAGCGTTAGGAGACACAGG +AATGGCGAGTCAATATATGCGGTGATAGATAAATTTAGAGCCTCCAAGTTTCCGTGGAAGACTAATAACATGGGTAGAGCTGGCCGTATAGTCGACCAGT +CATCCGGATCTGTACTAATTTCGATACGTTTCTTGCCACCGAAGCCCGCCGCTACTAGCACCCCATTGAAATCCGTGACACAGCATACGCCAGGGTGCGT +TTTCGGCAGTAAACACGTGTTCGGCATTACGTCCAATGAGCCTGGATCTGATATGCACAATGTAAAAATCTAGGTCTTGGCGGCGATGGAGCTGGTTTAG +TGGACCGATCTCTAAGGACATTTTGGTATGTTCGTGTGTGAGTAGAGCCTCATAACTTGTGGGTAGGACGGCAGCTTACAAGATTCCTAAGTGCGGTCTC +AAAAACCACACCAGGTTGGGATCTTTGAGAGTCTTCACGGCTTCCCCCATTCTCCGATGGACGGCGACTGTCGTTAAACCAAGTCTCCTAAAGTTTCTCC +TAAGAATCGTGAGAATGAATAGGTCAGGCATAATTCAGGGCATAATATTAGAGATAAGGGTGTACGCGCTATATTCTTATAGTGTGTACCGCACCCATTG +TACCTCCGCACATATTGCGTCACTCATTTTCTAGATTGGCTACTCCTTGCTACATTCGTCGAATTCTTTCATGGGTTCTGGTGAACACATGTTTGGACGA +GACCATCGGAAGAGTGGGCGCACAATGCTCACGGTGCAATCCGGTCAGTCCCGGCGGATCGAGAGCTTCATTCCCCGCAGTCTCTCACCATACCATGTTA +GACTGTTATAACACCGTGCTATTTGTTGAGGGGACCTCGGCGTGTCCGAGCACCATCAGCGCTCCAGCCAATTACGGGAGCGTTTATAACCTTCACCTTT +TACCGTGCCAAAACACGCTCCAGGGCCGCCCCCGGTGCCTGCATTCACTAGAAATTGCCAGGCTAATTCATTGATCCTTATCAAGTTCACCTTGTAGTTT +GTGAAGTAGCCGAAGCCTGCGCATTTTTTGTGCCGCAGGGATACAGGGGCTCTTAGTTGTGCCTTACTGTCTGGATCTCTAAATACGACATTGATCACAT +TATGGGACTAGTCTCCAGAAACACGCGCGAACCAATGCCGCTCTTTAACACGGCTAGGGAGTGATTTGACAGACCAACAGGCAATAACGGGCGCGCAGTC +ACCAGTCACTCGGCTAAGGGATACAGCGCCGCGTGCTTCCTGTCAGCACAGCAGTCAATGGCACCGGAGTCCGCTGTCGCCCGGTGTATGTCATGCGACA +GACAAGTCAAAGAGCCCAATCACGGGATGTCAATCACACCCCACAGGGGTCTTTGCCGCAGGCGCGGTTACCGCTTTCCGCTGAGAGATTAGGCAAATTA +TGAGCGATTTCACGGCCGGAAACCACAACCGATTTCGTCGGTGACCGTAATCACGCGTGTAAAAAAGGTTAGGTGAAAAACACCCAGTTATTCTACTGAT +CATTCAACACCGTGGGCCGACAACGAAGTGGCGGCTGCAGTCCGAAACGTGTAGCGTCAGTGAGACGGTGCGATCCTCGCCACCTGTGATCTGGCTTAGG +TTGATATCGAGTAATTATAACGGCGGTCCTGCTCGGCGTTGCTTGGGTGGATCGCACACTAAATCTGTCCTATGTCCCCTACTGAAGCCAAGCCCGATGG +GAAGGGAAGAGCTGGCAAGCGTGAGTAAGCGCGGTCCTCTATATGTCGTTTCTGCCCCGATACGTATAACTACATTAAGTAGCAATCGCAGCATTAAGAA +ACAACAGCCATCCTTTATGGACCACTCGTCGATGCATTGCACTCAGCCGTTGCAGTATCACACAGGCGGTATCTCGGGAAGTGTAAGCATGCTTGGGTCA +CCCTTTTTCTGCATTCTTTCTTAGCAAGTGGCTAATTATCACGACGGCCGGACTGTTTGTCCACCCACCAGGGCGTTAAATTCAGAACTTCAACCGGGTA +CTCAGGCTCAAGTCTCAGGCGTTAGCAGCGCGCGTAAATGCAAACTGGGATCATCGCGAGAGACAAGCCGTGGATAACTGGTTGGCATTCCATGGAGACT +GCGGGTTCGCCCTATAATCCTCACCTCTTAACGTTAGTGACTGCAGCACGGATGGCGAACCATTAGTGGCTTCCACTCCAAACAGACAAGGCTCCTAACG +CAGGGCAAGCAAGGAATCGCTCTAATAGCTGTTCCGGGGATGACCCCCGATCCGGCCTATGTGGAAAGGTTGCAATCGAAGAGTGACAACTGAGCCTGTG +ATTAGCTTGCAACGCGTCATACGGGCAGTGCAGCACTAACCAGGTTCTCCGGTAACCCTCACCGGGTCGATTCCGACTAGCGCATCGCTGGATAGGGGAA +ATCTAGGAAATCAGTTTTCGTCGGTAAACTAGTCCTAAACATGCGGAGGCAGGGAGTCTCAATACCTCGAGGACAGAAATGCCCTGTTATAATAACGATA +AATTAAAAGCCTAATAATACGCGTTGTATCAACAAGAAGTCATGATGAGTCCCACCTACGCCTTCTCGAACCACTCAGGTGAATACATCGGTTCGCCAAC +CTGGTCCGTCTTCATAGCGCCAATCCTGGCCTCAGACTTCAGAGTTGCCCTTCAGGCGCTTTTAAGCCGCTTATCTTACCCAAGATCGCGGAGCCGATAG +ATTATTCAAGCTTAACCTAGCGAAGTACTAGATGCTCTACCCACGCGTATGGCGGTCTACTTGTCTGTGTCAACCGTAGTTAGATAAAACGTCATGTGGG +CATAATTTTTCTGGATGCCGGGCCGTTAAGTGTGTTGGTCGACATCACTGACACGGAGTCAGAACTTTCGCTTTATACCTTCCTGAGTGCCTTCTCAGAC +CCCCAGGCGGGTGCTAACGCACTAGTGTCAGGGTAGGTAACTATATACCGTGAGGTGCTTGCGACTTTGTAATAAATAGCTCATATGGAGGTTATATTAG +GATGATCGGGGGTCAGGGACGCCTCATTTAGGCCCGCGAACTGACGGTCTCAATTGTTGTACCCTGAAAAACAGGCCCCTATTCGTTGGGGGTTAGGAGT +CGGTATAGTCCTGAGGTCACATCCCACATTAACGACGAACGCAAGTTGATACTCGCGACCTCGCAGTGTTTCAAGTTCCAACGATACCATTTCCCCAATT +ATGTGACTCGCCGGGTGGGGTATAATTTGGAGCTGATTAACCGAAATGGGAGTAGTTGTGAAAGTTGTGGTAACAAGTTCGATCAGCAAAGAATGAGCTA +ACCCTCACTCCCCTGCTGATTAGTGTGTTGAATGCTTGATAGACCGTACAAAAGATGTGCCTGACATCTAATGACTTCAACCCCTCAGATACGGGAGGCG +CGGCCTGCCTGGTTTCATCGGAAGTGACCGGTACCCCTGGGCCGCCTGACAGCACCTCGCTCATGGCTCAGACTGTACCCTCTCGCGGGATGCAGAGTTA +CCGAGAGTATTCGATATATCCATCTTCTTTTACGCTTTTATGCCTCCGGCAAGTGCTTAGTATATAATATTTCCAATGTCATCGTTTGTTCGAATACTTC +AAGCAACCAATGTGGGGCTAGAAGGTGAGCCTGACGAGACTAAGTGCCACGGGGCAGTACAGCTTGCTCGCAGCTCAAGACCTTTAAGTCTTTAGGTAGA +CGATGCGGGTCGTCGCCTCCTGAGCAAGACACTACCCTAATCGGTATAAACTGCCAGGTGTTATAGACCAGAGCTGGGGGTAGGGTTCGGTGGACGGGAA +CTATCTGATTGCCGCTATTTCTAAGGATGGATGCTAAGATCTCTCGGGGCCACCAAAATGTTGGAGTCATAGTGGAACGTTTAACAAGCTCCTTAAGTCG +GTTTAACATCAAGCCCTAGAAGCAAACGTTAGTTCTATATAATTCCCACTCGCGGCTTAGTACGAGCAGGAGGTGACTCGTGCCCTTATATGAAACTGCC +TCTTGTACGTGTCGGCCTCTTCACCTGGTATTGGGACTGATAAAGTGAGTAGCATGTGCTTAGCTCGCCACCCGGACAAAACGCCGACCCCAGACCGTGA +GTTGCATCAAAGGGGAATGACGGTAGCCGGGCCGTGGTAGAACTTTTTTCTCAGACAGGTCCAGTACCTCAACCTCCTAACAGCGGTTCCGGTGCGGGTG +GCCTGAATCCCTATGTCACTTACCGACAACGGGAGAATAGACCACATGACGACTCTTTAAATTTTCAACAGCCAGGACAATTCAGTAGGAGGTGGTTGTC +GTGACGGGTCCACATCTCGCAGTGCTACCTTTGCAATGGTAATGCTTAAGGCAGAGGCTTAGGGTTTTCCGGGGATCATGGCATTACCGAAGGTCGGAGA +GATTAATATCCTACAGTGGAACAGTTGCTAGGCCCGGCGCGTCTCGCCAACCCCTCCGGCTCTATCGCTCTGCCCGTTATTCCCTCGATCCGGCTCTGTG +AAGTAGTACCCTCGCGGTAAGCATCTTATTAATTAACTATCCGGAAAGTATCGACATCATAATATTACTAAAGGTGTACGCAATAGTATTTTATAAGACG +TTCGGAGTTAATTAGTCCTCCAACCTGTGACCTGAGGTCCTCCGGTGACGCTGGATGTGATACTGCCCCTTAACTTCCTGACCGTGGCGCGCCACAGGCT +TGGGGTAGCAATTTCGCTTACCAGCGCTCTAAGTTAGATAATTATCGCCGCGTCCCTGCCGGGACCCACAAGATGTCCAGTGCTTGCTCGATCTTGCCGG +CGTACAGGTCAACATGAACCAGAACCCAAGTCATGGTACTGCTTGTGGATTAGTAAACCAAAGCAAATCCTTGTGAGAGGACGGCTTCCAGCCCTCCTCG +GTATGCGACATACGATAAGCCTATCTCATCGGCGCTAAACATGGGGCGTAACTAAAACAATGGACAACAATCAGTGACCTCCACGCCTTGTGCCTGGAAT +CCAAGGCGATGCGATCTCAGGGCCACCTGCATGCTCTCTTCGCTGCAGTCAGTCTATCAGGAGCGGGCTCCAATTGAAATCAGCGCGGGGCCTTGCCCTC +TAGGCGGCATTGGAACTGGCGGATTCTCAATAACGCACGAACGTGTAGGTTACTACCTGCTGCATAGACAAGGTCATGTCGGCTGGCTGACGGTGGTAGA +TGAACGTTACCAATCTCGCTAAGGAGCATATTTTTCGGATACTAACAGTGCTGAGGGTTGATCTGCACTAAAGTCGCGCAATAGTGCGGCAGAGCTTGAT +CAAACTCGTAGGTCACTCGGCCACAGCACGAGGCGAAAGTAACACCCCGAAACCCGTTGCCGAATTATTGTTTAACGGTCGAGTCTGCTATATTCTGCTG +ATGCCACGGCAGTAAATCTACTCAGTTATGGTCACGCTCTAGGAGTAGAATCACGGACTATCTCGCTTACTCTCGGCTCCTATTCCGCTCGTTCACTACA +GCGATTTCCTCATTGGCCTTAGCAACCGGGTAAGCAGCCTCTAAGGGAAGTACCCCGGTACGCCATCGAGGCCTGACCCGACGCGATCGTGTCTAGGGCT +TTATCGCTGGGAAGTCAGTAATCTGTCCACGTCTTGCAGAGAATGTCTGCTTAAGGTTAACTAGGACAATATTAGGAACTCAGGCCCCCCCGCGCAGTAG +GGCCAGCCCTGTCTCGCGAGCCATGTGGGATAGAGTGTCTTATAACTCTATAGATATGGCGCGCGACCAGCTGCATGAACAAGGAGGAACGTTCCCCGTG +ACTTTTTCTTAGAGACTGTGCCTTTGGCTGATATGTGCCGCCACTCGTTGCATCTTTCCTACGAACTTGACACCCCGAACTGGTACGATTTTAGTCTTAG +CTATCCATATGTTTCTGCTGGGCTCATTCCGGATGGAGGAGAACTGCGTCCCTGCATAAAGTTGGGAGCTTTTTAGCGCCTGGGCAGCATCTGCCCTGTA +AAGATTTCAGTTACTTGATATGCCTCTGGCCGGTTCTGTAAGACATCGAAGAGACCCCATGGGAGCGGTCGAAGCAGTTTTGTGGAAAGCAATGCGTAAT +TCGCGCCGAAAATTCTTTAAAAGCTGCTCTTCCCTTTAGTCGAACCACCCCCGTTCGCCTAACGGAGCCACGGCTAGAGTCTCTTACCGGCTTGCCTTGA +GCGGTGATTACTACCCATTTGCAAATTCTGACTGATACTACAACGCTGCGCAAGACCTGCGGGGCGGGTCTCGTGACGTTCCACTCGCACGTAAGCTAAT +AATTACCAAGCATACGGGAAGACAGACGATCATCTAGAATTCATGGGACGCTGGACTGTTCCAAGTACAACTGCTATCCCAGAGCCTATTACAACTAGCA +CTTGTCTACCCAGTATTTAAAAGAAACCTACCTCTTGGAAACAGCCGACGACTGGATACGATAAATTTGTAGCCCGGATTGTCGGTGCTAATTATATTAG +ACGTATGTCCCAAAGCATCTGCTTCTTAGACGGTGGGAGAGTCGTATATCAGGTCAGCACCCTTCCGAGACATGGTTGTGTTAGTGTGTTTCCTCTCTAT +TATTTCTGCTTTTGGCCGCTACATGATGACTTGGTGAGACCACAGTGAGATTCAGAAGTAAGATATCCGCGAGTAATTAGTACAAAACTTGTGGGTGAAA +AACCACCCTACACCCGTAGCAATTTGTAGCGTCACCGGTCTAGAGTTCACGAGGTGAGGTTCTCGATATGGGGAGAACGATACCTAAATGTTTTACTTGG +CTAAACGGGCTTTGATTTCTGCGGTGCCCTGGTGGTAAGGGCGCAGATCGGTACGTTACATTTGGCGGGACACTCCCGCTAATACCAACCCCAAATCGGT +ATTCCATTATTTAAAAAGGGTTGTGAGAAAAAATCGACCACATCAAGCGATGTGGGGATGCTTCTCTAGCCTCCCGCTAAATTTGCCAGATTAGCATAAC +CTGGGAGGAGGTGACACACATCTACGCGAATGTGCGGTATGTTAAAACAGGATCCCATAATATTGACCTGAGCAGGATTCCCGCTTTTTTAGTTCGATAT +GTAACCACTCTCTGCGCAGGGGCAACTACCCACGAGACAAGTCCCGATTGCCATGCCGGTTTTAGATTCTTTGACATGTTACCCATGGCACCACGTCCTG +GATAATGAGTCTAGGTAAAGGATAAAGTTACCACCCAACGTTCTCAGCAGAGTTTATCAGCGAGTGTTGAGCTACCAATCTTATGTTGCACTGCCCTCCC +TCACTACGGACGAACTGTATGGAAAACGGTGCCGGATAGCAATAACATAAGTTTTTTAGGAATCTGCGGATTATACCCAGGTCCGCCGGTAGAATTTCCC +CGCCTGTAACTGTGTCCCACAAGTTCCCTGGACTGCGGCGTCATAAACGCTGCGGCTTGGGCTTCGAAAGGAATTAATGGACCGTTATGTGAACAGAAGA +TCATCACACTCTTATGTGCATTAGTCATAGATTATCCCCGAGCTTCGGATTTGTCCCGCCCGCCTAGAGAGGTAGGCCCGACCTCTCGGTTACCCCGACA +TACGGGAATGGTTGACCTACCGGGAGTATATTACCTAGAAAGTTCTCGTGAAATGAGGCCTAAAGGTGCTGCGCCTCGGAAGCCGTCAGGCCTGGCCCAG +TAGTCACGCATGTTATGGCAGTGTATTTAGTAGCTAGCGTGCGCCGATCGTTGCTTATGCGCGCTCCCTACCGATTTAGAGGAATATAAGCGATTTCCCC +GAAGATGTTCCACAACCAATTATGAAACCGCAGCTTACGAGTAAACGCGGCCTAATCAAGTGTGTGCTATATTCAAGTGCGTTCTTAAACTTTTCTGGTG +GCATGTGACATACGAGTAAGATGCTAAGTTCCAGCTGTTAATAGCCACCAAGAGTTGACGTTTAGCTCATCAGGTATTCCACTCATAGAGCAGCACGAGG +GTGGTGAAGGAAGAACCTGCCTCTCGGAGGTAGGGCAGGTAGTTTAAATGCCCTCTCTTTCTTACGCGCTCGGCCCCCGCATTGTACAACAGAAGCTTTA +CGATAGCGGCGAATGCTTGCAGTCGGCGCTCGGGCTATCTAAACTGGTGAAGTAACTGAACGTAACTCACACCAGCGAACCCACCATATTCCCCCGGATT +ATTGAGTCACGATACGAACGGTTTCGTCCCCGACCCTCGAGAACACACGCTCCTATCAATGCCGGGAGTGGGGTATCACAGCCTACGCCTCTCGGTAGGA +TATTCAACGCGGGACAGACCCTACATTCAAAACAAGAAATGGGCTTCCTGTCGTGGTGTTTATAATTCATATGGACCGGCACGGCCCATCTGCTGCTGGA +TTCAATGTCTATCCATCAACGCACGATCACAAAGACGTCTGCGATTTCTTGGCTTATTCAAGACACTGAAGTCCTCATGAGATAATATGGATCACGGAAG +GACTCACGTGCTGAAGTTGGATTGCTTAAGGTTAGAAAGAGTACAATTAGGCCCTTCTTGGGCCGACGAAGTAGCATAAAGGCAAATCATAGCCATGCGT +GTTATTCTTAGAAGCTACTAAACATAGCTAGGAGGTCTTCTCGAATTACGAGTGGGGCACGGTGAGCGCCAATGATGAAATAGTTCCCGCTAATTCCCAG +CACGATCAGGAAGCTGCATCCTTATCTAGGGTGTGTGATCGACAGCTTGGCTGCTCGTCCCACATATGAGTTGCAAGTAACGAATACGTTTCTACGAACC +GAGTATAACGCTCAACGAACACGGTCTGAGTTGGGGCTTTCATTCTATTCAAGTGGAGACATATCTCTGCTAGGATGAGCCTCATAGAGGCTGGGACAAA +TCGCGTCCAACTGAGTCAAGAGATAATGTCGGTAACTCTTCATACCAGCACGTCCAGCGGTAAGCCAAGAAACTCGAGCGTGAGAGGGTCCTCCGGTTTG +TTTAGGCAGGTGACGGGTTAAGGAGCCATTCGGCGCTTGGGGAGATCGTAGTGAACGGCCCGAATTCTTAGCGGAGCCAACTAAACCGTGAACACCATAT +GCAGTACATCGTGATCGCCTACACAAGTTACGCCACGCCCTTCCTAGGGTCTCGACTGCGTGCCACGGTTAGTGTTGGCCCTCTCCCCAGATCCCCGTAG +TGCGACGTAGTTTCTTATATCATGGTATAGCAAGTCAGACATATCATCTACAACTGCTGCCTGGGGTGCAAGAAGCCCTACAACGTATGTCAGTGCGGTT +CCAGCTCCCTCACGACCACTATTACGGGGATAGAGATTCATTCCGCGAGTTGGTGACCGTGCTACGACCGCCCGGAAAAGAAATTTTAACAGTATAGACA +GGAGCTTAAGCGGCGTCTGCCCCATGAGCCCATGGCCGGGCACTGTTTTCAATCCGTCCCTTGTCCATTTCCAGCGCACACCCCTTATCCCACTTGCACC +AATGGCTGTCGCTCTGATAGGGTTTGGACACGCAAAGAGCGCTCTGTTCAGAGGACAGGGTAACACCGCAAAGTGGGCCTGAAAGCGTTAGGAGACACAG +TTCCGTGGAAGACTAATAACATGGGTAGAGCTGGCCGTATAGTCGACCAGTCCCATCCGGATCTGTACTAATTTCGATACGTTTCTTGCCACCGAAGCCC +GTGGTTTCGGCAGTAAACACGTGTTCGGCATTACGTCCAATGAGCCTGGATCTGATATGCACAATGTAAAAATCTAGGTCTTGGCGGCGATGGAGCTGGT +CATAACTTGTGGGTAGGACGGCAGCTTACAAGATTCCTAAGTGCGGTCTCTGGAAAAACCACACCAGGTTGGGATCTTTGAGAGTCTTCACGGCTTCCCC +CATAAGAATCGTGAGAATGAATAGGTCAGGCATAATTCAGGGCATAATATTAGAGATAAGGGTGTACGCGCTATATTCTTATAGTGTGTACCGCACCCAT +CTACATTCGTCGAATTCTTTCATGGGTTCTGGTGAACACATGTTTGGACGATGTGACCATCGGAAGAGTGGGCGCACAATGCTCACGGTGCAATCCGGTC +TAAGAGACTGTTATAACACCGTGCTATTTGTTGAGGGGACCTCGGCGTGTCCGAGCACCATCAGCGCTCCAGCCAATTACGGGAGCGTTTATAACCTTCA +TTCACTAGAAATTGCCAGGCTAATTCATTGATCCTTATCAAGTTCACCTTGTAGTTTTTTGTGAAGTAGCCGAAGCCTGCGCATTTTTTGTGCCGCAGGG +ACATAGTTATGGGACTAGTCTCCAGAAACACGCGCGAACCAATGCCGCTCTTTAACACGGCTAGGGAGTGATTTGACAGACCAACAGGCAATAACGGGCG +TCAGCACAGCAGTCAATGGCACCGGAGTCCGCTGTCGCCCGGTGTATGTCATGCGACAATGGACAAGTCAAAGAGCCCAATCACGGGATGTCAATCACAC +TTAGGCAAATTAAACTGAGCGATTTCACGGCCGGAAACCACAACCGATTTCGTCGGTGACCGTAATCACGCGTGTAAAAAAGGTTAGGTGAAAAACACCC +GTCCGAAACGTGTAGCGTCAGTGAGACGGTGCGATCCTCGCCACCTGTGATCTGGCTTAGGTACTTGATATCGAGTAATTATAACGGCGGTCCTGCTCGG +AGCCAAGCCCGATGGCCGAAGGGAAGAGCTGGCAAGCGTGAGTAAGCGCGGTCCTCTATATGTCGTTTCTGCCCCGATACGTATAACTACATTAAGTAGC +CATTGCACTCAGCCGTTGCAGTATCACACAGGCGGTATCTCGGGAAGTGTAAGCATGCTTGGGTCATGACCCTTTTTCTGCATTCTTTCTTAGCAAGTGG +ACTTCAACCGGGTATGGCTCAGGCTCAAGTCTCAGGCGTTAGCAGCGCGCGTAAATGCAAACTGGGATCATCGCGAGAGACAAGCCGTGGATAACTGGTT +ACGTTAGTGACTGCAGCACGGATGGCGAACCATTAGTGGCTTCCACTCCAAACAGACAAGGCTCCTAACGGACAGGGCAAGCAAGGAATCGCTCTAATAG +AAGAGTGACAACTGAGCCTGTGCTATTAGCTTGCAACGCGTCATACGGGCAGTGCAGCACTAACCAGGTTCTCCGGTAACCCTCACCGGGTCGATTCCGA +AGTCCTAAACATGCGGAGGCAGGGAGTCTCAATACCTCGAGGACAGAAATGCCCTGTTATAATAACGATAAGTAATTAAAAGCCTAATAATACGCGTTGT +ATACATCGGTTCGCCAACAGGCTGGTCCGTCTTCATAGCGCCAATCCTGGCCTCAGACTTCAGAGTTGCCCTTCAGGCGCTTTTAAGCCGCTTATCTTAC +TAGATGCTCTACCCACGCGTATGGCGGTCTACTTGTCTGTGTCAACCGTAGTTAGATAAAACGTCATGTGGGCTGCATAATTTTTCTGGATGCCGGGCCG +TACCTTCCTGAGTGCCTTCTCAGACCGCCCCAGGCGGGTGCTAACGCACTAGTGTCAGGGTAGGTAACTATATACCGTGAGGTGCTTGCGACTTTGTAAT +CTCATTTAGGCCCGCGAACTGACGGTCTCAATTGTTGTACCCTGAAAAACAGGCCCCTATTCGTTGGGGGTTAGGAGTCTCGGTATAGTCCTGAGGTCAC +TTCCAACGATACCATTTCCCCAATTTGAATGTGACTCGCCGGGTGGGGTATAATTTGGAGCTGATTAACCGAAATGGGAGTAGTTGTGAAAGTTGTGGTA +GTGTTGAATGCTTGATAGACCGTACAAAAGATGTGCCTGACATCTAATGACTTCAACCCCTCAGATACGGGAGGCGGCCCGGCCTGCCTGGTTTCATCGG +GTACCCTCTCGCGGGATGCAGAGTTATCACCGAGAGTATTCGATATATCCATCTTCTTTTACGCTTTTATGCCTCCGGCAAGTGCTTAGTATATAATATT +AGGTGAGCCTGACGAGACTAAGTGCCACGGGGCAGTACAGCTTGCTCGCAGCTCAAGACCTTTAAGTCTTTAGGTAGATACCGATGCGGGTCGTCGCCTC +GCTGGGGGTAGGGTTCGGTGGACGGGAATGCCTATCTGATTGCCGCTATTTCTAAGGATGGATGCTAAGATCTCTCGGGGCCACCAAAATGTTGGAGTCA +AAACGTTAGTTCTATATAATTCCCACTCGCGGCTTAGTACGAGCAGGAGGTGACTCGTGCCCTTATATGAAACTGCCACATCTTGTACGTGTCGGCCTCT +GACAAAACGCCGACCCCAGACCGTGAAACGTTGCATCAAAGGGGAATGACGGTAGCCGGGCCGTGGTAGAACTTTTTTCTCAGACAGGTCCAGTACCTCA +TACCGACAACGGGAGAATAGACCACATGACGACTCTTTAAATTTTCAACAGCCAGGACAATTCAGTAGGAGGTGGTTGTCGGGTGACGGGTCCACATCTC +GGGGATCATGGCATTACCGAAGGTCGGAGAGAGATTAATATCCTACAGTGGAACAGTTGCTAGGCCCGGCGCGTCTCGCCAACCCCTCCGGCTCTATCGC +AAGCATCTTATTAATTAACTATCCGGAAAGTATCGACATCATAATATTACTAAAGGTGTACGCAATAGTATTTTATAAGACGCGTTCGGAGTTAATTAGT +CTTAACTTCCTGACCGTGGCGCGCCACAGGCTCCTGGGGTAGCAATTTCGCTTACCAGCGCTCTAAGTTAGATAATTATCGCCGCGTCCCTGCCGGGACC +AGAACCCAAGTCATGGTACTGCTTGTGGATTAGTAAACCAAAGCAAATCCTTGTGAGAGGACGGCTTCCAGCCCTCCTCGAAGGTATGCGACATACGATA +ATCAGTGACCTCCACGCCTTGTGCCTGGAATATACCAAGGCGATGCGATCTCAGGGCCACCTGCATGCTCTCTTCGCTGCAGTCAGTCTATCAGGAGCGG +CGGATTCTCAATAACGCACGAACGTGTAGGTTACTACCTGCTGCATAGACAAGGTCATGTCGGCTGGCTGACGGTGGTAGACTGTGAACGTTACCAATCT +AAGTCGCGCAATAGTGCGGCAGAGCTTGATGATCAAACTCGTAGGTCACTCGGCCACAGCACGAGGCGAAAGTAACACCCCGAAACCCGTTGCCGAATTA +TCTACTCAGTTATGGTCACGCTCTAGGAGTAGAATCACGGACTATCTCGCTTACTCTCGGCTCCTATTCCGCTCGTTCACTACACCGCGATTTCCTCATT +GAGGCCTGACCCGACGCGATCGTGTCTAGGGCTCACTTATCGCTGGGAAGTCAGTAATCTGTCCACGTCTTGCAGAGAATGTCTGCTTAAGGTTAACTAG +CGCGAGCCATGTGGGATAGAGTGTCTTATAACTCTATAGATATGGCGCGCGACCAGCTGCATGAACAAGGAGGAACGTTCCCCGTGCAGACTTTTTCTTA +ACTTGACACCCCGAACTGGTACGATTTTAGTCTTAGACGCTATCCATATGTTTCTGCTGGGCTCATTCCGGATGGAGGAGAACTGCGTCCCTGCATAAAG +TTGATATGCCTCTGGCCGGTTCTGTAAGACATCGAAGAGACCCCATGGGAGCGGTCGAAGCAGTTTTGTGGAAAGCAATGCGTAATCTTCGCGCCGAAAA +GAGCCACGGCTAGAGTCTCTTACCGGCTTGCCTTGATTGGCGGTGATTACTACCCATTTGCAAATTCTGACTGATACTACAACGCTGCGCAAGACCTGCG +CGGGAAGACAGACGATCATCTAGAATTCATGGGACGCTGGACTGTTCCAAGTACAACTGCTATCCCAGAGCCTATTACAACTAGCATGACTTGTCTACCC +AATTTGTAGCCCGGATTGTCGGTGCTAATTATATTAGTACACGTATGTCCCAAAGCATCTGCTTCTTAGACGGTGGGAGAGTCGTATATCAGGTCAGCAC +TGGCCGCTACATGATGACTTGGTGAGACCACAGTGAGATTCAGAAGTAAGATATCCGCGAGTAATTAGTACAAAACTTGTGGGTGAAAGGAACCACCCTA +TCGATATGGGGAGAACGATACCTAAATGTTTTACTTGGCACTAAACGGGCTTTGATTTCTGCGGTGCCCTGGTGGTAAGGGCGCAGATCGGTACGTTACA +ATTATTTAAAAAGGGTTGTGAGAAAAAATCGACCACATCAAGCGATGTGGGGATGCTTCTCTAGCCTCCCGCTAAATTTGCCAGATTAGCATAACGCCTG +ATAATATTGACCTGAGCAGGATTCCCGCTTTTTTAGTTCGATATCAGTAACCACTCTCTGCGCAGGGGCAACTACCCACGAGACAAGTCCCGATTGCCAT +AGTCTAGGTAAAGGATAAAGTTACCACCCAACGTTCTCAGCAGAGTTTATCAGCGAGTGTTGAGCTACCAATCTTATGTTGCACTGCCCTCCCCATCACT +AATCTGCGGATTATACCCAGGTCCGCCGGTAGAATTTCCCCCCGCCTGTAACTGTGTCCCACAAGTTCCCTGGACTGCGGCGTCATAAACGCTGCGGCTT +TTATGTGCATTAGTCATAGATTATCCCCGAGCTTCGGATTTGTCCCGCCCGCCTAGAGAGGTAGGCCCGACCTCTCGGTTACCCCGACAAATTACGGGAA +TGCTGCGCCTCGGAAGCCGTCAGGCCTGGCCCAGCGATAGTCACGCATGTTATGGCAGTGTATTTAGTAGCTAGCGTGCGCCGATCGTTGCTTATGCGCG +ACCAATTATGAAACCGCAGCTTACGAGTAAACGCGGCCTAATCAAGTGTGTGCTATATTCAAGTGCGTTCTTAAACTTTTCTGGTGGTGCATGTGACATA +TCATCAGGTATTCCACTCATAGAGCAGCACGAGGTATGTGGTGAAGGAAGAACCTGCCTCTCGGAGGTAGGGCAGGTAGTTTAAATGCCCTCTCTTTCTT +ATGCTTGCAGTCGGCGCTCGGGCTATCTAAACTGGTGAAGTAACTGAACGTAACTCACACCAGCGAACCCACCATATTCCCCCGGATTCTATTGAGTCAC +GCCGGGAGTGGGGTATCACAGCCTACGCCTCTCGGTAGGAACTTATTCAACGCGGGACAGACCCTACATTCAAAACAAGAAATGGGCTTCCTGTCGTGGT +CTATCCATCAACGCACGATCACAAAGACGTCTGCGATTTCTTGGCTTATTCAAGACACTGAAGTCCTCATGAGATAATATGGATCACGGAAGATGGACTC +CCGACGAAGTAGCATAAAGGCAAATCATAGCCATGCGTGAGTTATTCTTAGAAGCTACTAAACATAGCTAGGAGGTCTTCTCGAATTACGAGTGGGGCAC +TCAGGGACATGATCCAGGGCGCTCGGTTCGAATCTGTAATAGATACTTACAGTAACTACAGGAGTACTACTAATACCTACCCTAGAGCAACTGGGGTTGT +ACTGATTCCTGCTTGAGAGATACAATAGATCCCATCATTCGGTGGGGCGACCATGCGTTGGATTCTCCTCTGTTAGCGTTTACAAACTACGGCGGTCACC +TGAAATGTATAAAGCAGTGGACTCCGCCGTAGCCGCCACCACCCTTCGGTCTCACTGGACCCTGTCAAGCCGTTTTGCCCATCGTGCGAGTCTTATACTG +GGATCATGGTCGTGGGTATTGGCAAAAAGCACTCACCATTTCGTTCCTCCTAAAACCACTGGCGTCACGTCCCTACCGCGTAGTAGAGTGGCATATAAAT +CCGGCATCTACTGACCCCATTTCCCCCACGAGATACAAGTAAGGATAGCCCAATCGAGGCCTACGATGAGGCGAATAACCGTGGGACTTTCCTCTCGGAG +TCAGGCTTGCAGAAGAACAAGGGAAGAGCTGACTGTCGTTTTCTTAATGAAATGCACGGGGCTTACGCAGCACTACTACGCCTAACACTTTCAGACATTA +GATGTGCTTCATAGATGTAACTCTAGCAGTTAAGTAAAAACCACTACGACTCACCAAGCGGAGGGGTTGTTAATGAATGAAGGCTTGTGTGATCTCTGAC +CGATCCTTCTGTCATGGTTAACGGCGTACATGTAGACCTTCGGGTCACATGCCCTGTGTCTTTGACGCTGCAATGAATCCGAGTCGGCAGGACGGCACTT +AAAAAACCCGATTAATCCAGGAGTCTGGTGCTGGATGGAAACAACCAGGAACCGCGGTACGGCAACATACAAGACTGCGACTCTGGGAGGGACTCGCCCC +TAACCCAATCAAGGTTGGTGCGACATGCTATTCAAGCATAGACAGAAATATAGTGGTAAGCAGTATCCACGGCATTCTTATTCGGACGCCAGGTCGGTAG +TACAAATAGCTAACCAGGACATTACATGCGCAGTATTATGCTGGAATTGTAGGATAATTGCAGATTAGATAGTTATTATGTACGAAGAACGCGCGCCGAC +TACACGGCACGCATGCAACTGACATCGCGGCGGGGAACGCGAGTTCAACGTTGCAGGGTCCCAATTCAATGGTCGTGGTACTAAAAGTTCCAGCCGAGTC +TCAGACTGCGACCACGGTGTATAGATCGCGTCTAAACATTGAAAACGGCAGGAGAACGTTATAAACCCCCCTCGTCAGTGGGATACACTTCATGCTTGCA +CATAAACGTGTGAGCCTTATTGATCTTTTAACCTCGATCTCCGGTAAGTAGGTTCAGCAGGATTAAGATTACATAATATGCCCACTCACCGTGGTGTCTT +AGATCAGACCTAATAGTACGTAGCCTGTGCCTAGGGGCGATCATCACCCTTCTCGCACCTGGGTACCTGAACGACACGCGCATAGGCTTGTGCCCGTTGC +AATACGTCGTACGCGGAACGCCCAGCGTCATGCTGGCCTAATCTCAGGCACGCGTATCACCTTGGCAATAAAACTCGGTTGACTGCAGGATTAGGTATTT +GGATACCCGGGGTGTTGAATAGCCATTGGCCCAGAAACGGACATTAGGCTGCCTGGGGACACGAATCACTGCCGAATTGAGAGAACGTTGATATAATCCA +CCTGCGGGAATTTCCAAGTGGCCGACAGGTTAAGGCAATCCTCAATACCATTCCGCGTACGTCTGTAGAAACTCCACGGGGCGTGCCCCGGACATTTAGA +TCCACAGACCCAACAAGCAATCTCCGGGGGTGACGCGCCTGTTTATATAATAGGGTCACTGCCTGAAAGGAACTAGGAGTCGTTAGTGGACCGTACACCG +AGCCTATTCCTTTTGCAAACTGGTCGACTACTTTCGTACAGCTGAGTCGAGGGCCAAGCTTTTGGAAGCGGATCGAAGCGGACCGTCGGTGCTGTGTAAC +AATTTGGTTACTGAGCGCTGCGCACACTCGTCTGCTATGATAACCTGAAGTGCATTAAGGTGAGACCCAAGACGGTCCAGTTAATTTAAGGTAGGCTTGA +CTGAGACGGGAAATTCCCTTTTCAAGGGTTCATAACAGTTCATGTTTAAGATCCAGAGATCGACGCGTTGGCGGTGCTGGCTCTCGCCAGCGACTTTGTG +GCCGTCAACTCTGAGGAGATACTTTGTGCGCAAGGTTGACGCACGGTTCATGCGCCCCTGAAGATCAGACATGAACTTACAATCTCGAGGTTGGTCTAAA +CGCGCCAGGTTGAGCTCCCTAGGCCAGAATACCCATTACGTAAAGGTATAATGGAAGTATGCCTTCGTCTCCACCTTAAGCACTGGACCAATGGTCTCAA +CAATCGATTTCCACCTAGTGTGCGTTGGGATACTAGCCCCATGCAAACTTAGGCAGCTAAATAGTAAACCGGCCTCCTTATTTGCAAGAAGATGGGTTTC +AGTTAGAAACAATGTTTCACGTCGCGTGCAGGTCCTTGTAATAAGTACCAGTTAGCGCAAGGGCTACTTCATCATTATAGATCATACGCCGTACCACGAA +CGGGGGATGGTTAAACGCAAGGACCCTTCTGTGCGCTGAGCACCCGGTATTTGAATCAGGTCGGGAAGGAATCGCGCTCCTCCCCCCGCTCCCTATAACT +GTGACGTCGAACGATGGCCGGTGAGGTCGATCAGGCCGTTGAACAATTGCCCCACTGCCCGAGGTCAATTACACGACGTATCCACTAAACCGGACGGCGC +CGATCTTATGGAACGATGGGAGATACCGGTTAGATTTTATCGTCAGGTCCCCTGCATGGGGGGAGCAGAACGTCAATTACACGTTTATGGGACACAGGGT +TCACGCAGTAAGAGGCTGAGGGCCCCTGCGAAACGGTGAGGCATTTATCCCATTCCCCAGTAGTGAGCGGACTAATACTGGCTGACACGATCCCCTGTCA +TGTTAGAGGACGCGCCCGTGGGAAACGACCCAACTAAATGCACTTGAACAGAGTATCGAGAGGATGCTTAGACTTACTAGATGTGTGTGTGGCATATAAG +TGTATTAATCTCGACGTCTGTAATGTGGTAGGTGTGGATCCGGATATGGGCCGGACCGTCTGATCTCTACCGAATTCGGTCAATGCCAAAGTTTTATCAT +GGGCGATTGATGTGATACCTGTAGCGTACCGAAAGTCCTTGGGGCGCCATAGGACAGCCATTAAAGTCATCGGTCTCGAGCCCACGCAAGAACCACTATT +GCAGAGAATTACGACCGGCTCGCTGAATTGCGAGAAACAACCCTGTCACGTTCAGTCTGAGATGGTGTATTCCCATAGTGATCCAAACTTGGTCAGCGGGGCTTGAGGGGCTGGCTTGCTCTCCCCAGAGAGTAGGCCCATGTGCAGAGTTAGCCTGGGTAGGAGAGACTACCTAGAGTGCTGAAATTGGGTACTTCCTTATCGTGATAACGTAGTCGTAACTCTGAATAATAGGTATGATAGTCCGGTGGATCCGTGTGTAGTGAGGTCTTCGGTACCTTTATCCCAACTTGGGATCTTTTGCGCAGGCGCCGAGAGGAAGTGCGTAATTTGGAATATCCCTGTACTGAATGTCTGCAGAACTGCTGGGATATGTATTGTTGGTAGGCGAGTGCGTAACTACTAATATGTTGCGGGAATTAGGGTAGACATGGTGGGTGCGCAATGTAGTAGCGCATAACAATGTGAGCGAAAACAGAACTATATCCTCCCCCAACTCACAACAATCTAGAATACTCGGTAACGACTTTTCTATACGGATACTTGCGTACTACAGGGGGGGTCGGGTCAAACCAATCTTGATGGTCAGATAGGGACAAGCATGGTTGCGGTTCGGAATGAGGTCATGCAATATGTTCCAATAAATGCTCAAATTCTTTCTAAAAGTTACAACCCGATTTCTTCGGTGGTACTCCAACTATACACGGCCCCTCCAAAATGTTTGACTATTCGTGGAACGGTACACGCGGAACAAAAGACCTTTGCGTGTGATGGTAACGTCTCCTGGCGATCTGACCTTCGTAAGACTCATTTACTTAAGATAAGACAAACGACTGGACTAATTCATCATTCTTCGTGGATAGTGCCAGTATATTGAGTCGGGCCTACGTCCTAACGGCAGGTTGGCGCATTTGAAGCGAAAGTATCGGTTACGATCCGGGGCCAGGGAATACCACAGAGCTTTGTTTCCGTTAAATTGTTGTCTAGAGGTACGTAGGTT +GGTTACTTGCGTATGTGCTACCTCATTTGCTAATAAAAATCGGCGCCCGACAGACTTAGGGCGGATTCTTAAGGGATTCGTTGGATCAATGGCCCGACTTCTATGGACCGACCGTGGAGTAACCCTTGAGGGCGCTAGCGCGTTATCTTTGTTAACAATAGCGAAAAATCTATGTACAACATCATGCTGCAATTCAACAAGACGTCTCGAGGTAGTGATACACCAGCCTGCGGGCCTCGCCCACCGCAGCAACGGGAATAGATCTCTTGGCATCGCATCGCGTGAGCCGAGACCGCGCACTCCTTACTTTGACCTGTAACCTGGCAAAGACGGTCCTTCTGTAACTTCATTGTCCAGCAACGGACAGCATAGTATAAGCCGCTCTACCCGGTACAGGGTGGTCCAAGCGAGCCGGAGAGATAATGAGATCTCCATGCGTAGCCATAAGATTAATAGTGTGTGACTTTAGGAAACCACGTGCGGCCTTCCGTCCAGATGACCAGGGTTACGGTCCAGAATGGTTATGATCCCGCTCATAACTGAAAAGCCGTACTACGAATGCGTCTTCTTGGGTGTACACTACCTCGCGGAAATAGGATGAGATGTGGCTAATCGTTCAGTCGAATGTTGCACGTTCCCGACTATGTGTAATCTTGTGCTCTTGCGCGATCCCCCATATGCACGACCTTTGAGCTTAAGAATCCCTGAACTCCAAGCCCCATGTCCGCGAGGAATCTCCTTCACCATTGACTATGGCAATCGGCGCGCTACGCGATTTTCAAACATTCTTCAGTGACCGAGTTAGTTCTGGTTTCTGAAGACTGCCTGGCGACGATGACCTTCGTGCGTCATTTGAAGTTAGACAACGCGAAGCGGTTAGCCGAACCCTAATTACTCTGGGGTCTCTTAAGCCCGGGTTGAAGTCATTTCGCACGAGGTTGGAATGGCGGATGGGATGTGACAAGTACCAAAGCCCATTGCAGATAAGTAATCCTAAAGG +ATAGGGCCTTCCGATTTATGCGCCCGTGCTGCGGACCCTAAACTCCGCCGTGCCTGTTCCGTTCGTTAAGACTGAATTCCCCATGACGTTTGGGTCCTCGCGAACACAAGGGAGCTGTCCGCTCTTGCGAATGAATCGACAGTCACATAGCGTATTAGCGGCGAGTAACACGTCTAGATTTACTCCGGTTAGCTTTTTTAACTTTTTGATCTTTGCACTAAAGGACGTCGACATATGACGTTGTGAATCAAGAGCAATACCAGCTTCGTTAGGTCCTGCCGCATACTCATTGTGATCCCAAGTTCCCCTTGGATCCACTAAGTAATAGACTCAGCGATTAGGGTCTCGCATGGGTTCTCGCAACTCTTATTTCGGTGTCTAACTGAGATTGAAGGTAGTCCTCGCTGTTTGTTAGGACGACCCCAACCGATTTAGATAATATTATCTATGCATTCATTCCTCCTCAACCAACTTCTCCTATCAGAGTTCCCCGGATTCAACCCCCTCGACTTGAGGGCGAGTCAGGACTCCCGTTTGAGTCCTTCCGATAACACGTATATAGATCAGAAAAGGTGTAATTCTCGCACCTGCAAGTGGGGTGGCCCTAGAAGCAATGACTATCCTTCCGTACGTGTCGAAGAGAATAGACGAAAGATTGGGTTCGGAACAATAGTCGTAGCGTCGCGGAACTACAGTCGCCTAGGAAATAGATCGCGAATCCTGGTAGCTTTGACAACAAGTACATTTATGGCCAACAGTAGGTGTATCCTAAACATAATAGCCACCGGACTGTGCTTCCAACCCGGATGATAGCCTGTGGCGCAATAACCAGTCTGTTCGACGGGAGCAATCGCGTCGAGAAATGAGGTTAACTGTTAAACACAGAAAGATTAATTACCACGAGCGGCGGCATTAGTAGGACCCCACGGGGTCGGGAAATTCTTAACACTGGCTTTACCTATTCCCTGGACGCCCGCTGTGACAACTCGAAGTTTCCTTT +GTTGATTCTTCTGTGTTGACTATGCCCGCTCTGAGTTGAGCGCACAAAGCGGCGCGAGCCGGCAGATGGACATGCCTCCGTAAAGGTTCAATTGTGGTACTGGTCTAACGTAGACCGAATCCGCTGTGCATCGCAACAATTAACACTGGTCACAGAGCGAGGGCAGCCTGCGGCAGTTCCTTGCTACGGATCGCGGAAAATCGCTTAGTCATAGAATGTGGGTCTGAAGCACTTTGGAAGCACGTGTTAGCTAACAGGACTATGTTCGTCACGGTGATCACTAGTCGGTTATATCTGGGGAGTTATCAGTCTGCGGTAATAAGAAAATTGCTAATCAAGGATGGCAACCCACGGGTGGGGAACCCAGCCCAGCGATTCAATAGGTACGGAATCGAGTTACACTGTACTGCACGTAGTGAGTCGATGTTGAATCTCCTGAGACAGAAAATCGGTCTGAGGGTGGAGTCGGGAGTACACGAAATGTACGAAATTGCAACCGTATGATAAAGCATATGCCCCCCACAGCCTTTGTTCAGCCTAGATTTGAATCGAGTCCCGAAGTACAATGGTGATGTTATTTCGAAGCCTTCACCAGCCGAAGGACAAACTAACGCGCGAAGGCATCTCTGCTAAACCAGGAGTGCAAGTATCGAGGGCTCTACTCGCGTTATGAGTAGGATCGGCAATCACAATACCCAAAAAGAGGCCAGCCATTAAGCATGCTGTCTTGTAGGCCCTGCCTTCTGCAAGCAAGAGGCGCTGGCATGGTCTACGCAATCCGGGGCGCTTACGGAATATCTAATCTCGAAAGGGACAGTACTGAGGCCGAGGCTCGTTCTTCCGAGTCATCGGATCGAGCACTCCCAACGAAAGGCAGGCCATAATCGTAAACACGGGTTAATAGGCTCAATAATAACTTCATTACGGTCGAGCCCATACTCCAGACGGCGACCTGTCCTTTTGCATCTTTTCATTCAGTCATGGTCGCGCCCATGCGACG +TCCCCTGACGTGACAGATTGTATGGCAGGACGCTTTGGAAATTAATTCTTAGTTAGACCTCGCGGAGAGGCTGAATATATGACGAGAAAGTCACATGGAAACTGGTGTTGGGTAATTCATTAAACATTTTAACAGATATTTGCGGGCCACCTCCAGGAGGAGGCGCGGGCCCTTAGGGAGTCGCTTACTGTTAGCGTACCCGGCGTTACATACCGAATGTCGTGACCTCGCTCAATTAAACTCGCTTCGGCACCGCGACATGTAGAAGCAGGATCCTATGTAGAGCGAGACCGACCCCTGGGATCCACGTTCAGGGTATCAATTCACGGCACTCACTCGGCGAGAGAATAGTCCTTCCCAGGCGAGATTTCCCCTGAAGTCATGCGCTTTTGCCCGACCAATCGCAACCGAGGAAAGGTGCTCTCGCCAGCAGTTTTTCCCGTAGTCCCCTTCCGGTTATGGAACTACGGGAACCTCTATAAGCCAACAACGGCGACTCACTAGAGCCCCAGGTATTACTCGGAAAACACCCAGTCAAGGGTAAGAAGCCGGAAGACGCGAGTAATCCAATGAATTAAGGGAAGCTGTCAGGGCGTCACCCAACAAACAGAGTAACTTCCTTTGCGCGGGAATACAAGGCCGTCTATGAAATAACGTTCGGCGCGTGTGAATTAAGCTCCACACGGTGGAAAGGGAGCAACATCCATGAAAAGCGCTGTGGTGCGCCAGCAAGACACATCCTGTAAAAGAGCTCGCTAGCGTCCATCCAAGCTACACCCTCTACCTTATCGCAATATAGTAACACGCGTGCCGGTTGGACAGTAGGCGTTCAAGACAGTAACGTACTGATAAGACATGGGGAGGTTAACACGCTGGCCACACCGCGTACGTATCTGCTTTTAGCAATCCATCCCATAATCTGGGACCCACCTCTCCTATACGGGTTCTTCCTATGCATGCCTCGTGAGGAGAGAGGTAGTGTGGTCTTAGAGGCACACTG +GCTACCTTGGGAGATTGGTTTCAAATTTTCGGTGGATGAGAGGTTCGCTGAGACTACGTCACTTTCATTAGATATGGGTCAAACGACTGCATTTTGCAGCAAGACCGTAGCCGGGAGTACAAATAAGCACTCGCCTTTTTGAAAGTCCGCGTGTTGTCAATTGCCTAATTACACGTATAGCGGTCCCCTCGGCATGAATTATCACTTCTAACGGAAAGGTAACCCCACCTCGTGTAGGGCGGGCATGACAACCCTGTTTCTATTTGACCGTAAGCCCTGTAGACAATTTTATAAGTGGAACTACCGGTCAGGTTTTTTTTGATTAGGTATTGTTTCCGATTTCGGCGGACCTCAGGGCCTAACTACACTCCGATAGAGACAGCCTAAGCCGCGTCGCGAATCTTCAGGTTTTGCCCCCAGTGACCGTTATTTCTTGTGCGGCGAGTGTCGGAAGCGACCAACAGAACATGTCTCCCCAAGGTTGCCCCGGGTATCAAGCTAAATCGCTGGGACCTGTAACGTCGTGTTCAGCCGCTATGGCATGGGCGGGTCCCACTAAAAGGGCACGTTCCAATTTCCGTCTCGTTGTTGAGCGAGAGGTATACTTAAAGAGGGAGCGCACGTTCTCCGTCTGGACCCGGTGCGACAGAGTCAGAGGGAAGGTCAATGCCCCAGTCTTTTCGCGAGCGAGTTATACTTTCAAGCTGGTCCGTTAGAGATTGGTGGTTCTTGTACCTTTGCACCAGTCAAAAGTTCCTCTGAGGCTTATGTATACAGCCTGGAACAGTATGGACCCACGAACCTGGACAGCGACTGGCCGCACGCGAGAGTAAAATTAAAGGGTTGCGATACAGTGCACCGACTCGGAGTACCTCCCTTCTATATTGATACCCTCGGAGCTTGCGATTTTCGAAGTTCTGGCATCGGTGCACATTTAGGTCAGCCCAATATCGACTGATACAGCAGAAATAGATACACGACGGAGATCATGCAATAGACT +GGATCATTGCCCCGGACTTTTGAGAGCGGATCTAAAAAATCCCTATTCTTAGGCCGATCGTAAGCCTCCTCTCGGCGGTCCTATCCGCAAAACAGGCCAGCCGGAAAGGTAATAACGTGTTTTAACTGTTCACTTCTAAGTATTCAATTTTTTGATAACTTGACCTGCTTTTATTCTTCTTCTGTACAATAACACTTAATTATATGCTGTGCCGAAGGCGCCGGCTGCAGCTGATGGCCACAGGGGTAAATGCGCTGTCGCGCAGCGCTTGATATGTGGATGTCAACTTGCCATGTCAAAAGCATAGTTCATTTAATCTTACCAATTCAAGAGTAGATGTAGGAGTACCACCCGGGGCAGGGGCGTTGGCGTAATGATAGTCTCACTTTTCGGATAAGGGAACACATCATAACTCGCCCCATTGTGTTCCGGGAGTCGCGCCGTCACGCGAGCACCTACACTGTACTCAAACCGATGCGAAGGGGTAGTCTCCGCGTAAAAACGGGGCAACAGTTCTTTTCGATCCCAGCATCGCTATCCAGGGGCACCACTTCGATTCCAGACCGCCGGTGACCTTCCAGGACTGCTCTACCCTGTAAGGTATCGGATTCGCCTCTCACACTGGGCGTCAGCCCTTATTAACGGCTCTATACGGACTTACTTTCCGCGGCGGTACAATTCGTTCGTGGGTAGGTAAGGGATATGCAGGTGTGGGTAGCTCCTAATAAGGGGCTGACTTTTCGGACCCATACATCCTCCCAAAGTGGCGCAGTTAAACCACCGGCTTACACCCCACAGGTAGCACCAGTCTCTCTACGAGTGAATACATTTACAATGCGGTGTGTGTACATAGAAGCCGCCCCTGGTCACTTTTGTGCATCATTAACCGAGTCATAGGCGACGACATTCATTATTATAGCCACTCCTTTCGATCAACAATAAGATCCGGTATAGGCTGATTTATAAAGAACCAACACGTAGAAGGGTGCAGCATAATATA +AAGACGCCCACCCGTGCAAAAGGGAGAATTCTATACCCGTGAATGACACGCCCAAGGCGGCTGCTGTCTCCCGGCATGCACGGGGTACATACGGGGCGACTCTCAAGTTTTAGGTACTGCGGTCCGAGACATGTCTTAGGAGTGAGTCCCTAAGGCAGAATAAGTCCTGACGGCATTTCACACCGTTGGATCATAACGATGGCCTGCGCGTTGACCAAAGCTTGGAGTGTTCCATAGAGAGGACGCGGGTCTGACCCACTTACACACAATCTCCAAGTTAGATCCCGGCAGAATCGTGGAGTAAAAATAAATAACCCTATTGTAGCGGTCTCATCCAGCAGCAGCCATCAGCTCGGGCAGGTAGGCAGACTGGACAGCTTGCCGTAAGCAATAACTGGCGTCCGCGGTTGTGTCATCACGCGCCTTAGCGACTCTCAGCAAAGAGGTTTCCAATGTGTCACGCCAATAGAATCGTTCTGCAAGATCAGAGTGAAAACTCATCTCATAGGTTTTGTTTAGAGCGGCGTTGATGCGTGCTAAGATGGTGGTAGCCAATTTGCTGTCAGTGGAGCAGTGCCCACTGTAGTTGGCGACTCTTAGTTTACGTTAATGTGGTCGTTACCCGCTGCTAATTCAGATTATCACTATGTGGAAATGACTTCAGCCTACGTGGCGACGTTGGGTTTGCTTATCAGTGCATAAGTGATTGTTCCCAACGGAGGTATGACTCCACTTTAGTGGGTAAACCTTGCCGGCATTTACTGCTGCGCAAAAAAACGTAACGGTATTTGTCGGGCATACAAGACTAGCATGCGCCGAAGTAAGGGAGGAAGAGGCGTATTAGCGATCCAAAAAGTGGGCTGTTCGCTGGTGGGTCTTGATGAAGTTCGCGCAGCGCGGTCGCACCCAATATGCTCATTGCCACACACATCCCTCTAGTCGTCCCCGCAGACTCTAGAGGTTACGCATATATTCCAGTGTCTACAAGTAACATCCGTCC +CGATCCAGTGGTAAGATCGCTAAACGGGGAATTATCGATCGGCTTTAGCGAATCCATAGCATAATACCACTTTCGTATCGCGGATAAGATTCGACGCTACCACCCTAGTGAACTCATGTTCTCAATTCGATAAACGAGATCCAGACTATGACCCGCACTTGGTGTCATACTCGTATATTACTCTCACCGACATCTGTAGTCCCACCTGATGGTACAATGTTTTTAGCATATCGCCTGCCTCACAAGCCCTCCTAAATGAGGAACCCATTGGAGAATGCCACGGATTATGAGAAGGCTGCTAATTAATTCAAGTGTGGTCAATCAGTGGCTCGAAGAACTGCTCCGATATCATCGATCGCGGGCGTTTTATCGTGTCGTGGCTGGCGGGCACTTGGGGCCTATGTCCAACTGGGACATAGAATATGGGCTTATGGGAATAGTTCCAGCTTAATAATGGCACCACATAATTCCGAGAACGAAGCAGCACTGCCTGGTCTAAGCGCCCGGTATTGAACCAGCGATGGGGTCGAATGCCATTTAGGGTTTCAGTTGGCACTAGCAGCGAGTACGAACTAATCCGAAATGCACCGTGCCCGTAGCGTGTTGTGTACACGTTTTCCGCTTGAGCACGGACGATGTTTAAAGTTGTCTGGTGATACACATGCCGCTCAGGAGAAGTATGGCCACCATGCACAGGGTGATATATAAGTACCGTTTCCTCTCCCCTAATGCGTATTCACACTCAGCTATTCGATAGGATCTCAGGACTATTCGCCCGCCGAGCACCTACGGCATTGTCCACAGTGAACCGTCCAGGCGTTCGACGATGGCGTCATACACGGAATATGGGGGTAGCGTACCCTCTAATCAAATCCGGCAATGGTTCAGACTGGTTGTAGCCGGAAATGCTGCGCAGGCATGTGCGGTGGCATAGAAGTTATGCGTGAGAACGAATTGTGACGAGCCTAAGATAGCTCGGCTAATAATGTGGCATTCAGGC +TGGTGGTAACCCCAGTGAACTGCGGCCATACTGTTACTAGCCTTGCGAGGCCCTATACAACCTTCTATGCCATATCGCGCAAGGTTGTAGTCATCGGCCCTGGGTGTGACTACGTACCACATTCTATGGAACTGTTATCAAACGGATTGTCGGATCCGTTTTCGGCCGATTCTCTGCTGAGTGCACGCAGAAGGTCTCTAATCTACGGAAGGTCTTTGCTCGTAATCTACAAACACTGTTGGGGTGGGCTGGCGTCCACCCCGGTGTGATGTCACCTTTAGCTTAGCCTGGAACGTTGGTCAGTCAAATACGGCCGTGTTCGTCTGCGATGGTCCCCGCCGTTAACGATGTCATGACTGGTCCGGGTACCCACAAGCTGCGGTGCCGTCCGATTTCGTGTATTGAAAGAGAGCTATCTTTCCAAATGTGCGTCGCCGCAGACAGACCGCACGGCTTAGGTTATATCGCTGATTACAGTGTATCGACCCTTCGAAGTCCCATCATGGTCCGACCGAGTCAGCCCCGACTCTACCCCATCCCTCTCTTATCAGGCTAAAGACCATTGATCCATAGTGGTGCAGTTAGTAGGAAACTTTAGCCTCGGAAATTCAGCTGATTTCATCCTACATTCTAACCCGCATCGCACCTAACCAGGTTAAGTCGAGTCTCGACATGCAACCAGTAAGAAGAGGGCGACAATTCATATCCTGTAAGACACCGCAAACTCGACCTGGTTGAACGTCTCGAGTCCCGGCTCGGCATCTGAGAAGGTGTGACTGCCTTTCATTTCAACGTTGCATAGTGCCGTCCCGAACGCACCGGCTACTGGTGTCCGTTCTAGAGTCACGCTTTCATCCGAAGGAAAGTTTGACTGCATTGCGGATGACATGCCCCCCTCCTTCATAGTTCGCTAGTTGATCGCTAGCCGGGCGTGCAACAGACCATAACCATACGAATGGGAAAAGCATTACTCTAATAGCACCCAGGAAAGAAGCTAGTT +CACACGATGACGCGACTTTATCAGTTACTTTCTACCGCACGCATTACGACTTGTGCTGTGGGTCGCTCGTTCCTACAGAATTACTGTGCGATCACAGAGAAGGGCTTGCTTAGAGGGGAACCAGGGGATCCTTTCCGCTTCTAATGGGAGGGATAGCTGAAAAATGCGTCCAAGCACTGGGCAGAACCATGCAGCTATCACTCGGGGTCCCTGCGGGTAGTGTTCCTGAAGGAAATGGGATTAGAGCGGCCCACCGGAATCTCCTCACATGAGGGTCAGTGTCGAGCTGCGTAACTGGCGCTTAGGTAGCTACCTGTACGCACCCTCTCTGGTGTCAGGGAGGCTCATCGCTTTCATGAAGTTCCGTCCCACTTTTCTTGGAGCATGTGTAATTGAGGGTTTCTGATTAGGGTAAAATTGTATGTCTGTGCTCGTATTATCGGATTATTAGGACAATAGTGATATTAGGAGTTCATCCGAGCGTTTTTTGTGTGGGGTCAAAAAGCTTTGTCTGAGCACCTATGTGCCCTGGTGGGTGCGACATTCGACACCACTATAGCAAAAGGGGATCCAGATTTACTGGATGATGGATGCTCTCAACCGCAGCTGGACATCACCTAAATGCGACAAGCGATGTAGCTGGTGTATCTTCATACCCTCGCGAGCTCGGTCCGCTCCGTCGCCCGTGTTACATGTCGATAACCGTAAATTGCAAGGTCGGCTTCGGGATGCTTGCTTCTGCGTGGGCCATACTATGGCTGTACTTTGGAGCGAAAGTCATCCCCCATAGGGCGTCCTTAAGCGGGGCCAGCGTGTATGCCATTTTACGACGGTCCCTGTAACGAAGCTAGCCCACCAGACAGTAACGTTCAATTATCCGGATTGAATCTTGAGGAGTGGTATTTGAGACCGCCGACGTGGTCTCATATGGGGGGCAGAAACTGTCGAACTGCCGGCCTATCTGACAAAACAGATCGCGGTGCATTTACGCCACTATTCT +CGTATTAGCGCGTCATTTGATCTTTTCGAGGCCGCCCGAGACCATCATCTTCATAAGGGGACAGAGTCCAAGGCGCTTACGAGGTTTGCGCGACCAACGCCTTTAGAACCGTGCGCCGATCCCCGGCGTAACTTAAGCATTTTCAGTCCTAGAGTTCCGCCGGAGTAAACAACACCTATATATAGGTTACCCATGGGGGTATTCTCTGCGTCGGCCCAACGGTGCCCAAAAATTGTACGGACTGAATGCATAGGTAACAACACAATACCGTCATACTTTCATGTCCAGGAGACACGACTCTTGAGGCGGAATTGTCATATATTGTAATGAACATGGGTCCACAAAAGATGAACTGAATTGTAAAAGGGGATGCAGCCAGAGGATGTAGGACGACGAACTGCTATATACATCGGGGAGTTATAGAGCCGGACTAGGACTCCTTACGTCAGCCGCTTACATTCATCGGCACTGCGGGCGACCCGATGTTTTGTCTGTCACGGAATTTGACGGTACTTTGGTGCTAACTGGAACAACAATACGTCGAACATATGGTGGCCCTCCCGGGGGGTAAGGGGGAGGCGCTCTGGCTGTCACAGAGCTTCGCAAACTGGGAGTTAGATCACCCCAGACGTTACACCGCAATATGATCCTGCAATGCCGTTCGATTGACTCGGGCAGCGTCCACCTAGCGCCAAGTTAACTCTCTCGCGCCTGCCACCGTAAAACTTCTTGTCGAAATGTATTTCCTTGGGTGTTAGTCGTACATGCACTTGTGCATATGGGCCGCGAAATACAAAGGAACAGCGACCCCAAAGGGTAGACCAGGCTAAACCAAGTAACGGCGGTCAGGTTTCACTGCAGCCTGCGCGTGCCATATCAGTACGCGACACGGTTGCCATAACCGCCGCGTTCTCACTATTGCCCCTTTAGTCACTGGGTCGTTGATTAATAGACACCTCGGATGGTAACAGTTCGAAGAACATCGTTATCGCCCAACCAG +TGCAGAATACTTCCATGAAGGACGTTTCACATTCTCCACCGACTCGTAGAGCATTTTTAACCTCGTGTAACGATGGCGGAGCCTACGACTAGATTTTGTAGATTACGGTCGGGACGCAGTAGCCGCAGTATGAGGCTATTCCGTGAGTCCGCAATTGACCAAACTGGGGCGATCTGCGCGTAAACTTTTCCAGCCCATATCGTCTTTCCCTCGTCTTCTTGCTATCGTCGGGACAACACGCCAACGACTTACCAGACATGGGCTACACGGTTAATCGAGCTTGAACCCGAACTCCTTCACATCATCGCCATCAGGATTGGAGTTTAGTGGAGGGGGTAACCTGGCAGCAATATGTGGGGCATTGCGCCTCGCAATCCGGCTCGGAGCTATACGATTGAAGGGAGTTTCGGTCACTATCTAATCTTCGGGTCAGCGGCGTTCGCCACGAGGAGGGCCTAAGACGTTCCAAATGTAATCGTTAAGGGAAGCCACTTAGACGCGGTGGTGAGGATGTGCTTTACTGAGGTTAGCTAACTAATTGTTATCCGCCTGCCTTAGTCAACCCTAGTTCCTACGGTCAACGGTGCTCCCGGGTTGTGCTAGTCAGTAAACCTTACCAGTGACAACGATATTTTCTGCAGCCTACACGAACGCTTCAGGAGGAGCCCAGGGTAGACGGATGGGACGGGAAGTGTCAATATCTTCCTTACTAACGCTATCCAAAGAGTCCAATTACCTACCAGGGATCATTGTAGGAAGCGGCGGGTTGACTATGTAGCCCATCCGACTGGGCAATGATAACACCTACCCTTGGCTACCAATGCAGATGAAGCCAGACAGTTGCCTCGCGGCGATTGTGCAGACTAAACAGATAGAATTGGCTAGGTCGGGTCGAATACCATCAAAAAAATGCGTACTCACTTGGATGCATGACGACTCGTAACTACCTTCCGCACGATTAGCAATCCTGTGTAAGCCTCACGTTTCCTCAAAGAACGGC +CCACTATGCCGCGAAGGGTCAGAGTCCCGATAGTGCTCTCTGGCGTACCATGGTACAGGTTCTCCCGATGCGCAAATAGCACTTAAACTTATCAAGGTTGGCATCCTCCCGCTGATTCATCCGGGGCAGAGAGTTTATCGCTTAGAACGCCTGTGAGTCCAACGTCGACTGGTGTCTATCCCAAATCTTGATGGGGTCGACCTATTGGTGACTCCAAGTTCATTGGCCTAGAGGCCCTACCATCGACGTAGACCATTGCGGTTACAGTATCGAATGCACCCTCGAGCAAGTTGGAATTTTGCCGCCCTCGATCGCGCTGCGCCCACCTACTGGCCAGTAAGCTATCGACCGATTCACTACATATCGTTCTTTATAAAGCGAAGAATACGAGTATGCGGCACAAGAATAGCGTCCTCATGTACTACCGTTTTCATAATAAGCTCGAATCAGCCAACCGTCGTAATTCTTCACGTTAAAAGCTTGTATCTTGGGGGCGTCGACTTCTTCTAAATAGTCGCAGTGAGCGCCTTGCTCGTCAGGATCAGCCAGGGGCTCGGGACGTTGACCGCAAGTGGCAAGTGCCTAGGGCGAACTGGAACGACAATTGTTATCCACGTTACGACAAATAAATCCTCCGACGAAAGCCAACCGTGTAGATTCTGGCGAGACATCATACACGCGACAACTCCGGCACGGGCTTCGACCCTGGGACTCGTTCACATGCAAAGCTCGGGAAAATGGTACCTCAACGCCAGCAGACGCACAAGAACTGAAAGTCTATCCACAGCGGTCATTAACCAGCTTCAGACCAAGGCAGTCACCGGCCGCGAGCCGCGGTTTAAATGGTACCCTGTCACACAAACGGGCAGAATACGGTGTCTACGAGTCTACAATGTGTAAAATCGGAGATTATCTATGCTGTTTGGTAGTAGTATGGAATTATTCGTCACATAATGGGTACTTCAGAGGACGCCCTACAAGCAGCACATAAAATGAGGTC +CCGTCAACACGTCTCAACCCACTCTATATCGAGCAACCGGGACAAGACTGGATCCTGCACGGGCTGCCTTTGTCTATACTGATGGCCAGCGAAACATTCGGCCGGAGGAACGAACGCGGAACAACGCACGTATATGCCACGCAGGCCTAAACCAGGTTTACTACATTCCTTAAAGGCTGGTGTCTCAGATTGTTATTTCCTACTCAGTACCAACCTTCGTCCGACGAAGCGCGTCTTAGACAAGCCGAGAATGTATGAAAGGCCGGCGGAGAAGGGTCTGCAGTTGTCGTCCGTGAGTTCTCGAAAGACCGTGATCTGTGGCTAAGCGCAACGGCTTATCGGAAGAGGGCAAGTCTCGGTGGCCATAATACGGGTCGCTCTTGCTTCACTAACCGGCGGATTTCGGGAACGTCACATGCCCGCTTACCGACGACTGTGTAACTCCAGAGTCTCTTCTAGGCAACGAAGGTGTACAGGGGAGAAAATGAAAGCCTTTATCGTACTCGGTCCAACAAGAGGCTCTACGACGGACGGCACTAGAAGGCGCGCATAGGCTCGCTACCTATTCGTTTAGGCCTTGAGTGCACGGTGTAAGCTGGGCGCCAATGAGCACAGTCACATATAAGCAATGCGATGCGCCCGCTGAGTAAATATACCCCCCATTCTGGGTTTCCGTCCTGCTCGTGTCTCGCCGATCGCTGATTGGTTTGCCGTTGCGTCAGGGAGCGCGGTTCTCAGCACGCAGAGATCCTAACCTTTAGGACATTACACTGGTCGGCGTTCATTCGTCGCTTGATCCCGGAAATGTGTCCTTGGTTAGCTACGTCCCGGTATACTGACGGTCCCTCCAAGTATGTAACTTATGAAGGCTCTGGCAGGCGTAGTTATAACTACGTCTCAAAGATACTTACCTCATAATACAAGCTCTGGATGGTGTACGAGAATATACGCGGCAAACTTAAGGGGACGGTTCTTCATCCCGAAAACCGCCGCACTGGCC +CACCCAGAACTATCTAAATGAACTCGCCCCCGCGATGGTTAGTTATACTTTAAATCTAGACATTGTGAGGAGCAGCTGGTCGTGTGTGTGTCGGACCTGTCGGGGAAGGTCACCGAAGTTCGAAACCGATGCCAAAAAGTAAACCGGCCCCGAGGATATATCCCGGCTGAGGATAGCGTTACCATACTAATAGCGATAAGATCAGCGTAGTCAACTCTTGTGGGTCTGCTACGGGATCAAATCAATACGTTGCGACTTACGAGCTCCTTCTAACCAACGTCCCTAGAACACACTCACTACATCCCGGGAACCGTCGCGGTTTAATGCCCCGCCATTTCCTGTCATGTACGAAGAAGGGTTAGCGTACGGTCATTCGGATTGTTAAAGGGGGTCTCAATTTTCATACCGCCGACCACCTAAGGTTGCAGCTGAAGACTGTATCCATGGACGAAAATGCACGTTTACTCCCAGCGTGCCAGTTTTATTTCTAAGATGGTATCACGTACCGCTCCGACGTATGCTCCTAAGATACCTCGAGAGGGTCGCTGCGCGGGACTCAAAACGTGATCCGTTCAGGACATGTCCTTAAAACAGAACCAGGGGGATCGTGTGCGAGGATTATACGCCTGGCCCAACTCAGATCCGGAAGTTGTAACCGATAGCGTCTGTAATTGCCACGTACCTGGCAAGTCCCTAGTGCTTAGCGAGTTCACTATCGTGATTCATGTGAACACAGTCATAGACCACTGCCTCCCCATAGACTATTGGATGCCGTGTACGGTGTATAAGCGGTGTGCGCGCTTGGTCGTTACGGATGCTATGTTAGCGATAGGACCTGTTGACCTGACTTGTGGTGCCACACATCCACAAATCCACTATTACTTTGCATGGTTTTCATGCATAGCCTACGAGTACTTTAGCTGAGGGTCACGTGAATTCCGGTGGCCCCGAGGTTCCCCTGGCGAGGTGAAAGAGCGATTGTGCTCGATTACGCTGAGGG +GCCCGGCCGGCCTGACGAAGCAACGACCCATACCCTTTCCGGTGCAATAAGCCGTATCGCCCCGGTGGTAACTAAAAAACCTTGCGTCACTCTATGAGATGACGCGTCGTTTGGGACCGCTCTGGTAGCCGAGAGTGGCCGACATTCCCATCGGAACCTGGGTAGGTCACGGCTTCTCGCCCTTTTACAAAGGTTCGTTTACCGCCTCGCGATCATCCACCCAACAGTTCGTGAGACCCATACTCCGTGTAAACCGCTCCAAATATTGACGTCTGTCCGACTAGACACCGGCGTCGGCATGTTATGTATCACACTCTATAGGGAGATACAAAATATCTTCCAGGGGACGTGCCCGTGGATGAAGAAGCACTGGCAAAAGTACACGGCAACATGAGGCAACGTTAAACACTTCCAGATTCACCTTGGCTTGACCAGGATGCTGGCTCCGCGTGTTCGCTCAGGGTTACTAACATACGCGCGAACATTGCGACATTAGACGACTACTCTCACAACCCCAAGTCTAATATTCCATCCAATAGTCGAGTCTTGGTTCTACTACCCCATGCACCGCGACCATCACTTCCGGGCGTGACTATAACGGGCTATATAACATTCGGAACATGCGGCTGGGCCTACGACTCTTCTATCCAGCTCGGTACCTTGATTGCAACGTATTCTAGTTAGATATTGCGGATCTGTAGAGGCCCGCGCACCTCATCTGGGAGCGGTGGGTCAATGTAAAACCTTGTCGCTAGGGACCGATCCAGAGCATCCATCACACAGCAAAGAGATGAATATATACGCGTCTATAGTGAAGATTGTGCATACGCAGGTACGCCGACAAACATCTGATCCAAGCGTGCGCCTTTCGTGTATAAGGACGAGAAGGGCGAGACAACTCTGATGATTGGAAAAGCCCTTGGACTCCTGACGTCCGCCCATGCAGACACCTATTGGCTCAATGACAGGCATCGCCCCGCTACTTCGCGGTGGGATACGG +GCCAGCTTTGCTTTCGTGGTGGTAAAGATCACTGGGTCCGATGTGTCCGAAATTCAAAATGCCCTTTTCCGCAACTATAGTCGTCATCAAAGGGACGTCTCTCGAGCACCGCTCCACACCAGAGAAAGAGGCCTTGGAGTGACCCTGTTTCAGCTGGACGGTAAGAGCCCCACGGTCAGCAAGGCCCAGGTAGTCCAAGCCTCGGTGATCCACTGTCTTTGGACGCGGCCTGACCTCATCCCCTCTTGTGCGCGTTTGGCAGACTGACGAGACTAGTTAGGGCTCCTCTGGAATCAGCCCCTCTGGCCCGATCCTGGTTGCGGCCACTGTAAGGTCCCGGTTGAAGGTCGGGACACCGCACGATCTCGATCATTCAGATTGGGGTGACAGCGAGCGCGAGGGTGGAGAAGTTAGCAAGCCCTTGCCATACGTTCCCCTGGCGCCATGCGAGTTCCCTCATTTGGATAGTGCAATGAGACCAAAAGGGCATCTGAGGATCTCGAGCGTATCCACGCACTGCGTCATTTTTAGCTTTAGTCCAGGGCTGGTAAGACGTCGTATGCGCCTTAACCTTTATGTTTACTCATTGGACAGTGTGCATTCGGCTGTTCGTGCAGAACTAGAGGGGCAGATTTCCGAACCGAAACTCCAACTAAGTGATCAGCAAGGAGAGCCTCGTTATAGTAGGACGTGTCTTGCGTTGGCACGGAGGAGAATTGTACGTAAGAGTGGTCAACGTATGTAATATTTGAACTCGCCCCATCGAGAGCACTTCATGATCGTGAGTGACTGGTTATCCCTCTGCATCGTAAGAGGGGCTACCGAATTGACCGAATCTCTGCACGTAAGCAGGCATGATAAACGACGCAACTCCAACAATGCCCGGACGTCTATGAACGCCTCTCGTGTAGCCTTAGACCTTCTGTATCGAGGGCTACGTCACTAATGACAAACATAAGGTTACCGAGTGCCTGATTACTGGTTTTGAACGTCTCTCCCC +TTTGTTCGGGGGTGTACATGTATAAGCAATAAGTTGTCCCTAAGTAGAAGGAGGAGAGGCGGGCGCAGTCTGGACCCACGGATATATAGGCCAAGTGGCCACAGGGTAGCTAGGCCGACCTTGTTCTCTCTAGTTCGGCAAAAGTGTCTCGGACGAGCGGTCGCCCTTACAAGATCTGGGTCAAGTACAGTTAGCGACGCGGGCTCGGTCCTTGTGCATCTTCTGTGTAAATTTCGAACACGTCATTCATTTTATCAGCCGGCGCGACGCGATGCTCCCGCACACCGCTTTGGAATTCCCGTGGCTGTCTCGTTTACCGACCTTCAGACTGAGAGAAATGTAATATACCGGGTCGCCAGTACTTGCTGGTAGACGACGGGAACAGTGAACTCGGAAAATTTACTGTATCGGGGTTCTCCTGAACTCGACGTCGCCAACAGTGCGGATCGCACCCGCGCCATCCCGGGTAGGACTGTAGAGTCTCTGTGTCGTGACCTTATGTTTTGTTAAGACGGCCCTAGCTCGCGCATATGATGGGCTGATAGCCTTAAGGATACCCGCGCAGCGCAAAGAATTGCTCGTTAAGCCATAGCGGATACTAGGCGGAATTGCTCGTATCCGCTAACATGGTGACTGTATTTCCTTTGATACGGAGGGTGACCTGTGCTTAGTGTGGTAGGATAGATCTGTTAAGGACTTAAGTTGCCCGTATTAGTATGGTGGACAAGATTCCTAACCCAACTTGGTGGGCCCACGCCCCCAGTTGTCACCATAACTAACTGGAGATTGAAAATTAGTGGATTTAACTAGAAATCGTACGAGGCGGGCCATGATGATTAAGACGAGCAGTGTGCCATACCCCACAGGAGGAATCGTATATGTTAAACTCTCGACACTTCCGGGCAACCACATATACACACCGACTCTTACCGATAAACGCTGATGAAGGCTTAACACAAGGCAGCCTGGCTCTACCCGTAATTCACCCGCTATAGCCCAA +GCAAAGAAGGTCCTTATTAGAGGAGCCTCATACTAGGCGCTCGAACCAACTCACGGTAGAACAGCCATGGACATGCCACGCATGGGCCGTGGCTCGACGTATCCGTGTTACCACAGTCACCGAGCGCCTACATGCGCTCCTTTACTTACTGGCGCGAGAATCAGTGACGGTGGGGTGCTTCGGGATCCGGGCTTATCACTTAGGTACGGCGTTAGAATGGCATCTTCCAGAATGGTTAGGGACGCATCTCACGATCACGATTCTGATGCCAAGGGAGCCGTGACGTTGAGTACCAACATTGTTAGCAATGTTCTATTACTGCAAGCCACATTTGACACGAACTCCAAAAGAGAATGGATTAGTACTGGCAGCGCGTGTAGCACGCCATCATGTGTAGCGTGCCATTACGAAACGGGTTGCAGTTAGATATTGAATTTACGACTGTGCTGAAGGTCTGGGGCCACCTCCTGAAATTAGATAATTGGAGCTATAGTCATTCTGCAGCTGTACTCCTATTGATGATCACCAATAGCAAGATGCCGGGCGGCATATTTATAGTACTTGAACCTTGAGCTTTCAAACTAAATCTTGATCTACCCCCACTCCTCGTCGCCGGGGTCGGGGTCGCGAGACATGCGTTGCGTGCCCACGGTACTGAACATCCTAACTAACCTCACTCCAAAAACATCAAGAGATGCCGCGATCCAGACACCAGGGGCATGTTATTTCCCTTCGATGTAATGGAAATTGTTATTCTGAAAGTTTGTTATTCGCTTGAGCGGATCTAAGCCGTACGGCCTACCTGAGACCCATGTCGAGACTTATCTGGCGGGTGATACCCTCCCAGTCAAGTAGTCGCATATCTCCTCTATGCATGTTTAAGAACTGTCGGCCTCGCAAAATGGAGAAGAAGTCTACGTTAGAGCGATGCAGCGACCCGTGTGCAGGCACAATCGCTTCCACAGTCACTGCGCTTGCCAGTCGTGCCGCGAGTCATTAC +CCCGCCTGGTAACTTGGGGCAGCTGCCTTTGCAATGCTATGCAAATGTGCATTGTGAACATACAACGGCTGACGAGGTCAAGAACTGCAAGAAAACGGATGGTTATCGTTTTCTATTGCTTTTATAGCTGCCAAACAGATCTTTTTGGGAGCTGCTGTCCGTTGTAAAGATTATTTGGGCGCGGTAGCATTGTGCGTCTCGTCGGAGCGCGAGCTGCCAGATATGCGCTGTGCACTAACTCTTACTGGAGACGCCCTTTTCGCTTTGTTATCTTGAGATGTATGGAACATAGGGCCGACCAATATCACGAACATAGTAATACGGATAGTCAAGTACAATTCTACTCAGCCGCGATTATCACCATCACGCCCGCGAATCTAGCGCGGAGGGGTATTCTCAAGCTTATATCTAACGCTCGGTACTAAGGAAGCGAAGAAGACGACTTTGACCTCGTGTGCTGTAAAATACGAGACATATGCATCGGACCGGCAGCCGGCTTTACACGAGCTAGTCCCGGTAAACTCTCTACTACAATGCGAATTTAACTGCTTCCGTAATCCGCTTGTGTGGACCAGGGCATCAAGGATTTACGCCCTCATTTACAATTGCTCGAGCGGAGGAACGCGGGTCGGCTTGTGAAGGTGAAATATGCTTACGGTCAGTGCGACAACGGCATCCGGCAAAAACGGCTGTTACCCGGGACCCGATATCCACGAGAGAGGTGCATTCGGTGTAAGCTGAAAAGTCAAACGGAAACAATGGGAGTAACATCAAGTTAATACGGGTTTTTGCCCGACTAGTAAAATTATAATCTGTGCTCCGTGAGTGCTACACCAACCTCCGTAATTGGCTCAGGTCAACACCGTGGAACGCACGACCTTTTCTCTGTTTAACGGACCCCGATGGCTTTTTGGAGTACGTCTAGCTTGACAGGTCACCTCATATTGGTACTGCACTTAGTGGGACACGCCTGATCTGATTGTCATGTTTCTGTCTCGAA +CGATGAAGTTGATGTCAGCCTGCTTCGAAACCTCCGGCAGCGGCCCGGTATTGCGGGCTTGCCCGGTCAATCTGTATCGTGGGCTCTGTGCCTGGGCGACGATCGTGGCACTTAAGGACCGGTGCCCTAGATTACCTTAAAGATGAGCATTTGGGAAATATAAGACAACACCGCCCGTTTTGGGACGCGCCCCGTCTAGCATGTCACTAAGTGCCTTAACCGTGATAATGCTGATTAATCCGCATTATTAAATTTTGTAGGCCCGCCGGAATGCAGAACTAGAAGTTCTATGCCATGCGAGGACTATACCACTAGCACGACCTTGTTCACGGATTAATACACTACCCGTAGCGCACAAGCGCAGAAGATTCAAAAGCGACTTGCCTTGTGTCTATTAGTAGCATGCCATGCGGTATGTCCCCTCCGACCACTCGTATAAGTCCCCGATCGCTTAACTCTACCATTTTGATCTCTAGCAGTGTTGTATTCGTTTATTTGGAGATATTGCAAATAAGAACTCATCATAATTGTGGTGCTCGTGTTGTCGATGGACTACTACGTCCCATTTAGTGCGCCTTCTGTTTTTCGAGCTTTCTGATTGGCAAGGAGATAAGATGCGGTAGTTAGGACCTTTAACTAATTCTGCTATCTTGCGGGCAGGCGGAGTGCTTCTACCCACCGCACTGTCTTTGAGCCAATGAGATTCCCGTGAAGGTACAAATTCGATTCTCCGGCCTTGCGAGGTACAGCAGCAATATGGGAAAGGGGCAATCTCAATAGACAGCCGGACCTGCAATGTATATCTCGTAGCCAGAGTGCAAGTGTATTTGAGGAACCGCGCGACCAAATCATAACTCATATTTGTTTCGCATAACCCCCATGATTCTCGGCGGCAGCATTCTGCATGCCACAGGAGTTTGCCAAGCGACGTGCGAGGGTTTCAGTAATAAGGCTGAAAACGTAACATATGTGAAATCATCCCTGAGGAGGGCGGGAGCAC +GGAGACAGAGTAACCATGCAATCGTGTAGCACTCTTTTCTGAATCCTCAAGCAAATGTACAAGAGCTCCCCTGCTATGGAGACTCCGACGCGTAGGGGATTCTGTGGTCATACCTGTCGAAATAACGTTGTTAGCACTATAATCCGACATGCTCCAGATGTGCACGCTGCGTCCATACCAATCAATATTACGGTTAGAACCGATACTAGCCTAGTCGTACTGAGGTTATTCCGCCGTCTCGAAGTAACTCTTTTCGTAGGTAACGCACGTTAAATAAAGACCTCCCTACGTCTTTCCATTAGAATACAATAGAATGCTGTGCCCAAGGCGCCAGCATGAAGAGGAGCGGTCACGCGTAAAGCGTATTTGATCCCACACAGACGCAATAATCTCTGCTGCGGATTGTCGAGCCTATAAGCCGGCAGACCGGTCTTCCTTAACCCCCAGGTTAGGCGACACATCGGCAAAAAACGGTTTGGTCGCTAAAGACGTTCCACCCCGGTAATAACTTTCATGATACCTACCGGTATCGCATGATGGGGCATCTTAACGTCTCTCAACCTTGGGGGCAATGCGTAGAATTAATCAAGCGTACCGAAACCCATTGTAAACATGAGACTGGCCGTTCATGCATCATATTCAACTTGGTTCCGTTATTGTGAATAGATTAGAATCTTACGTTAGTTTGGCCCCGCCCCCACAACAGCTTTCGGCCCCAAACGGTATAGAGGGGTAGGCCCCTATCCCGCCTTACGCATTCCCATCAGTGTATTCTAGCTATGTTACACCTGGCTGGAAGGTTGTAGTTTTTTGTGGCTTGTGAACGTCGCAGATGCCCACAAATTTCAGCGCTTGCCCTATATTTCCATCCACGTCCACAGAGCTATCGGGCGCCGTGGGAAGGTGTATCCCCTGATGGCAATTCACCTAATCTCACCCAGGCTCAACGGTTTGTCTAGGCGCGCTGGATTGCAGTCTAAGAACTTGGAACCTGTAGGTG +CTATAAGACAAATAAGTACAGAGGGATAACGGAGCATTCCTCGGCGCCGTGCTATCAGGATATATAAGAGAATGTCCAGATCCGCAAGTGGTTGTGGACTGGTCAGTGTCGGTACACGGAACTATGTGTCCCTCTAAGGTAAGTCATGGGGGAGTACGGATACTGATGTCGTGAGTAGCGCACCGACTTATTCCGTGCCCTTAGAGGACTTGACAGCCGCGGATTTGCCATAATTAGCCTCAGCCGATATCGCGGCCAGGAGTACTCTAGTCTCTAATAAGCTATCCCCAAGGATTTATATGCGACGAATCTAATACCGTCGGTGGGGTGGGCAACCTGGGAGTCGATTGGACCTATGGGACAGCCATAGGTTATAGATCGGCTTCAGTGCAAGGGTGCACTACATCGTCAGTGGGTGCTATACCGTACACTACAACGTATTGGCCCATTAAGACATACACGACAAGCTCCGAACGGTGCGTCCTTGGTTTCGTGGAAATCGGGGTACGTGCGATGTGATCAAATTTTTTTCCCAACACAATGTAGCTAGTCGTGGGCCGCCAGTATACACGATCACTACCATTTGCGTTCCCCTAGTCTTGCAGTCTGGCTGATCGCAGCCTTGTTAGCAGTGTCGACATGACTATCGTATCATAAGCTACCTACCGGTTCCAGAACGTCTTGTGGTCTGCCACGCTATGAATATACCGAGGTCCCTCGTTAAACTGATCGAGGAGGGTCGCTGGAAGGGGGTTGAGACGGAGCGTTACTGACCTTGTGCGATCTCCCGTTCTGGCCGGTCATGGGGCGCGAGCCCTTTCGTGGCCTGAGGCTGAGCTTTCGTTAAATAACTTACCCAACTGTGAAACAAACGAATACGCCAACACGGGGACATTCAAGACTCATCTATGCAGCCGGACAGCGTACACGGCTGTTCCGCAAGCTTTGGTTTGACCCTCTCAACGTATCTCCATGTTCGGCCCTGGAAGGTTGACCTCCC +GTCCCTCACCACTTACGTTCGGGACCGGAGTTGAAAAGACAATTTTAGTATCGCGATATATGTCTAGTTGCTTATTATCTAACGGTTCTGCGCCAACGAACCTCGTAGTCCTGGCAGCGGTTAACCCGACGGTGTCCTTACCTTACAGTGAGGCTTTCCAGAGCTCGCCGCGACGATGTGAACTGCGCGACCAAGACCCTATGACAAAGATTACGGGAACCCGCCCCTTTGTGAATCCAACTTCAGATTAAAGGGAAATTTGGGTTCAACCCCCTCTTCGTCTCACGAGCTCAGTTCCAGTCTAGGGGCTCCAATCGCCCTCTTATTGAAATGATCGGTACCGGCGTAACCTTATTTGGATTTCTTGGGGGTTCGCTGCTTTTTAGTTCCTCCTGATCGCACCTTTATCGTCGGCGCAGTGGATCGACATGACTTATATCTGTCCAAGCGCTACTGATTAGCCACCAAGACCGATACTGGCACGCCAGATTTAATGGAGAAAGTCCTGAGAGGGAATAGATGAATTGCACGACAAGCTCGCCCAACAAGTAGGATCAGTATCCCCCTGCCCTGGTTAATGAACGCATCGGGGAATCCTATACGTTGGTGGGGTTAAAAGTTACTCCATACGAGAAGTGGCCAAAACAAGGACTCCCGGATTGTCTAAGGGAAGCCGGCTCATGACTCAGGTCATTATTGGGTGACTTTCTAGTTTATCACTTTATTAGGTAAGTCTTCTAAATAATATACCACCAAAAGTTTAGGCGCTGGAGGATCATGCAGGCGTGTCCGCCCTGTCGCAGATGTATGTCTCACATTACAGGCAGAAATCACGTAGATAACAGCCGACGGCCATGTAGTTATAGTCCAACACGGTTCTCAGGGGGACGGCCTCGGATTCACGGTACTGCAGTTAGCCATTCCTGACTAAACCGTATCACGAAGTAACCCCCGGAATCATGACTTATTCTAAAATACACTCGCTCGAAACAGGCCCGCA +ATCGTTTTTTGTTGGCTTACTTTGGGATACAACCTCCGAAGGAGCTACGAGGAGCTCCGCGGGAACCGACGGATCCTCTGGCATACGCTCGGTAGAGTGGACCCCGTAAGGTATGAAACTCACCAAGTTACAGGCTCCTCTGCTGTTGTCGCCATGACCAGGAACGAGTAAGGCGAAGTATGGAGGGTATTGCATGGTCCTCAGTGTAAGCACTATCGTGCGATTAGCAATAGAGCTGCACGAGGAGATCGAATATATCATAACATTTCATTTACGATGTCCACACCAAGCATGGACCATGAGGAAACTGAATCGAGTCTGTTCCGGTTGTCTGTTGAAGGCTGGCTACCATATCCGACCGATCGTCATCGGGCCATACACCAGCGTTGACCCCGTAAAACTTACACACTCTACCGACCGGTTTAGTCGTCAGACTCGATCCGGTAAACGGTCGTCCGTAGACCCGCGCCCTTACTAGACATCGCCATATAGACACACACTGATGGTGATACGGTAAATATTTTCTCCCCGATTAGCTCGTGTCATCATCCTCATGTCAATTCGGCCACGTAAGCCGTGGCTGGTGCTTGAGCCCATGAACACGGGTCGCTACGGAAAAAGAGAGAACTCGACTGAGGCCTCCCAACACGATTTACAATTGGAACTAACGCCAGGATACAGGACCATCCTCTCCTGCATGGATTTGAGGCTCTTTCTTTAGAATGAGTACGTCGTCATATATAAGACGTATCCTAAAGTAAGAGATTAGAATTCTGCAACCTTGTATTGTATCACCACGGCGCATATCCTGGTCCGCAGATGACTCGTGCCTATAAATCCTAAGGGCAGTCGCCTATGTCACCACCACCGTAGATCGACATTTAATCAGACGGGTTAACGGAGCACGGCATCTTCAGGAATGTCCTCGTGACGTTTACCGGCTGACTTAATAGTCAGTGGCGTAGGTTACCTTCCTTAGTCGTAGCAACTTGCGGTCGTG +TAGGATACATGCGACCCTGGGTAGCGGTGTAGAGAAGCCTAAATCGATCGCACGTTCCTTCTGGGGGCTAAACCTTATGGCATTTGTAAGAGGGACCTGAATCCCACCATAGATGTGCATAACGTGTCCGGCGTTTAACAAGTACCTATTTTACGAAGCCCTTTTTTTTAATGTAAATAATAAAGGAGCGAGGTGCGCAGGAGATGCAGGCCGCGCAGTGCTCTTTACCAATCGACACGGTTAGAGACCTTGTACGAGACTAAATACTGTGGTGCTCCCGCACACGTCAAGAAGATTGTGGGCCCGCGAGACTCGAACCCCTCGGGGGAGCGAGACACTCTAGGGAGTGAAATGTGACCCTGAAAACCCCGCGCAACTTATAATTTCTCTCCCCCCCTTTACAGGCTAATCATGTGGCGTATCCAGTGGTCTAGCTACAAAGCTAAGGGCGTATCCGCACAGAAAGACTCCTTTTAAGGGTCGACTGAAGCAACCCTGGTAAGTTGTAAGGTACTCACCCAGGAAAGATCTTCCGCAGCACATCCTGGCATCGGGTGCTCGGCAAACAGTCTACACATAGTTAGGTCCACGGTAGAAACGTTGTAGCCGCTCCATTTAATCTCCTAGAAAGATCATTCCGTATCCGCATGACCGTCGGCTGATGCTGCCTTCATGCCTCCCGGTAGCGATCTTCCCCTTGGGAGGGTTGCCTTATTGAGTTAGTGTCTGAGCTGTCCTCTCGTAGGACGTAGTGCCGTCATTGGCGTTCAGGTCTGATTGTACGGTAAGCCCATAGCTCTAAGTCCCGCCAACGTACTCTCGCCGCAACCAGGGCAATGGCTTTCGTGGAGTTACGGCTTTACCGTCTTTGCGCAAATTTACGTGAGACCAACGGAGTAGTGTGATGAGCTGTGGCGAGTGTAAGGAAGCGGTGAACGAATATTGCAAGTAATAACTCGGTCCTTCTCATCATATGGAGAATATACAATGGGAACTCAAG +GGCCGTAGTAATCGTCTCTTCTATTCCCCAATTGCCCCACCACTGACGCACGAGCTTTCAAGATAGCGTCTAGAACCCTGCCACTGCGGTTGCAGGGTAGCATTCTAGAACGGGACCGATCAGTCCCAAGGGGCCACGTGTAACGCGTTTTCTGACTGCAATGTCATTTGCGGGTCAGCTCCACACGATAATATGGAGCTATGTGGCGATCGAGAAATCTTCTTCGGGATGCGACCTGTTCCGGATTAGAAGGTGAGAGGTAAGCCAATTACAGTACTCATCGGACGGCACCACAGGAGGAGTACTCTGGTGTGAAAGTCGCTTGACCAATAGTCAGTTCGTTGGTGGGGACTTCGTTTATTCGGTGAGGCACCGTCCGTAGCTGGGGCCTCAATTACAGACTCTGCAATTAGCAATGTCTGGATCATTAGTGCCCAGCAGCAAGACGGATGGCTGTTCTTTTGCATGGAGCGTCAATGTTGCGTCATCGGCGCTAGGGCTCGCCACCTAATGGGGAGCCCAGAGCAAATCTCAAGAGTAGATCTCTTACAGGGGAAGCCGTATTCCTTCTGCTTAAGTCAATGTCTAACCGACCTGTTCATTGGTTTCGCGTACGGAGTGTCGCTGTGCCTCCCAAAAGTCCGGGCATAACACTCCGCTAGTCAACCCGTATCTGTCTGCTACATGCGACGGATTCCAGTATTCTCCAATCTTTATGCCGTTCATACCCAAGAATTCAACAGCACCATTCCGCGTCTCGACTGGTGGATGGAATACCACAGGTACGCATTCCTAAGGGTGACGACTGGATTTCGTTCCTCCCTACTGACCGGTCTCCCTGCGCTCAGGCCAGGTTATCAATGTTAGACATACGCAACGTTATGTGCTCTTGTGGGTATCAGCGCGGGAACACAGATAAAATTTGCGCGCGGATCGGTAGACGCCCGAGGCGCCGAGCCATATTAAGGAGAAATCGCATTGCGAGCAAGGCGGCGGGACG +ACCCACCCATTCAGTCCGCAAGGTATACGGTGTCTTTCCAAAGCTGTCAAGAGAATTCCCACATGATGCAGGCATAGGCGTTTGAAGTGACGCGCAGATACCGGGGTAAATAAGTATGACGGTAACCTGATTGGGAACACGACTTCTGTAAGTTTACCTTGTGACCACGCGACATCGTTGAAATAATCGTAAGTAAACCTGAAACAGTAGCAGGAGGATATACGACGATAAGCATGACCATGCCACATGTACACAATTCTTCCCGATGCCTCTAGAGGAAGAGGGGTGGACGGTTAAGTCTGGTTCTCAAGGACCTTAGGCAAATTATGACCGACGCCACCGAGTCGTGACTAGAACAATCCCTGGGAAGGCCGACAGCGGGGTAGTGTACACTAAGGAGCGAGCCTCTAAGTTCAGCGCCAGTATTGGTCTGGGTTCAGGAACAGGGTCACGGAGGACATGAGAGCTACGGGGAGATCAACCTAGCGGGTGCAACGCCGTTCGGCCTAGTCACAATGTGCGAGTAACGCACCCAATCTAATGAAGAAATGCGGAGGATCGAGAGTAGATGAGAAGTCTACCGATGGGGGTCGGCCCCTGACTTGAGCCCGTGATGGGACAAGTTAAACTTGCGCTGACTCATTAGGTAGACTTAGAATCAGACAGCGGTGTTCTTACGCATGTTTCTAACATGCTATCTGATCCGCGATTCTGATGGTGTCGGTACATTTGTTTCCAAGAATATATCGGTGAGAAGGAGGAACTATCCAACATCTTCAGAAAAGCACTCTGGATCCTTGTTTATCTTGACGAGTTATAAAAGGCGAGCAACAAGTCGTATCTTTGTTCTAGAGCCAGAGGCATCGGTACAATTTGCTGGGGCTCGACACTTGAGTGCTTTTTGGTCTGTGCGTCTCCCGGCGCCCATGATGTTCCTGCGGTAAGCAATCTGGGTTTTTGTTATTCAGTCAGCATTCTAACTGAGCACCATCTTATCCCC +TCCTTCTCTGGACGTAGACCAGCGCAAGCTGACAACCAGCTAGATCCGGGTTCACGCGCTCTAGTCACCGTATCCGGTCAGATTCAGTTTTATTTTATACGTGCCAATTCTCGTCAATATTTAGGTCTTCACCTTGTAGTCCCACGACCACCACTGCACAGGGAGCGCCACTGGTAAAGGCTTCATAGTCGGACGGGCAAGCACTTCAATTCTGTACTGCCAACGGACAACTGGACGGGGGCACAACGTTACAAGGTGTATCTCTTTGGCAATCGACAGAAGGATATGTTGTCCACCTTACAACCTCGTTTTGCACGTAGTGCCACGGCGGTGGCTGGGCGCCCTCGCCGTCCAGGGCAATGTCCACTTTACCGTATCGAAGCGTAAGCAGAGGGTGTGGTTAACTCCCAGCGTAGAAACAGCTATTTTGCGGCGTCACGATAGTACTACACTGCTGAGCGATAGCATGGGGCGCCGGATTCCGTTGCTCGGCGTAAATGGGAAAGCTAGTATATTACATTTGCCCCCGCACTACAGTTTCGTATGTTAATTACCGTGAGAATTCATATTTCGTCCGCCGGCGGGTAGGCCGCAGGCGGCCGGTCACTCGGTTAGGATCGAGCCTTTACGGTAAGCAACGTTCTAACATTTTGAACAAGGTACTCACCAGTACCTCCCGCAGATTCCTGTCCATCCTGTAATACCATTCGAGACCTTGTCGCTTAAAAGACTAGCCGAATTCCTTGTGCTATAATAAACTAGTCCAGTCTGACAAATATATTATTTAATGAACTCGAACCTAGCATCTTAAGAAGAAGAACCCGCGACTCTTCCAGAGCTTGGTTATTTAAAGCTTATATATGGCGCCATCTCATAATAATACCCACGTGCAGTTTGACTTGTAGGCTGCACCGTTGCGGTTTCTGCGTGCGCCTAAAAGGCAATAAGCGACGAGCGAAGTGCATACTCGGTTGTGGACAGCCAGAGAAGTTAAAAACAG +TAAATTTAGCACACCCAACAAGAGTGAGGCCGCGTACGCTTCATTGCATGATCCCCTGTGTCACTTGACTTCCAAATCAGACCGGTTGGTACACGTACTGATTCAAGTGTCGATCTTACCTCTTGCTTGGGTGCAGGGCACGTGGACCCGTCAGCTAATTTCGCTGACCCGGACCGGGAACTCCCGACGTACATTACTCGATCCCTAACAAGTCTCTATGAAACTTCAGTTTGCATAATGCAACCAGCCGACGATCAAGTTCGGTTGAAGGCGGTATCGAAGCGGATTCGGCAAATAGAAAGGTCCTATCATTCGGGGCAATGAAGAACACCGAATGATCCTCCCTTACCCGCTGCGGGTGTCCACAGGAATACACCAGTGTCTGAAAGGACGCGGTTACACAAGCCAGATATCTCCAGAGTGCACATACACGCCATTCCTACGGCATCTAAGGCTTGGATTCCAGGTGTCCTTACAACGACGGTAGTGATCAAGATAACACGAAGGCTTTTCCGACATACTCCTAGGCGACAGCACTGCTCAATTAATACATGGTGAGAGGCGCTTTGGACTCGGAGTTTAATTTGGTCGGTACCTCCGTCAGGGCGCCGAGTACGGTGAGATGCCGGGAGACAGTGCATACCTCTGATAACAAACGGAAGGATTTTGCAGCCTATTGAGTCTTGTCAGGCAAGAAGAGTAAAGAACATGGGTGGCGTGACTCGGCTAGGTGGTATAGTACGTAACGGCCGTCAGTCCAATTGGTTGAGGCTAAACGGAAATTCTCACTCCTAACATACCGGATTCAGTCGTACCTTCAGGCCTGTACTCTGAAGACTGCAACAGGAGAAATGGTAGTGGCCCGCTGTGCAGCCTATTGAATTGGGTAGGTTTACCTAACCCATGTTGTGGTGGGAAGCGAAGACACAAGGGATCGTCCGAACGTATTGCGGGCGTCAAGGGCTGTCCCTTCACATCTTTACGTTAGAAGTTCAGTTAA +AGTCTCAGGGTGAGCCCTCTATAGTTCGATTCGGGGTGAGCACGTGTAGAAGAACATTGAGCGCTCTTAACCAGTACGAAGCGTCTTCTCGGGATCCGACGGGTCGTTAATTCGGTGCCCTTTCTTTACAGATATCGTCTACTGTCCGTTAGGAAGTTTCACCAGCCCAGCATAGTGACCACATCACCACGCGTCCCGGCCTGATCAGGGTGTTCCATTCACGTCTAGGTATGTAGAAATGAGGATACTTGTCCGGATCTGCGCAGACTCAGCGAGGCTCCGCGTAAATGTCTCTTATCAAGGGATATAACCTGAGTCGGTGAGTAGATAAAGTGGGTGTATCTGCGCTAAGGCCGCTTATAACTTAGTGGTGTTACCCAGGGCTTTATGATTCCGCCCCATAGGATACCATTTAGTAGTTTGGCTCGCGTGCACACAAGCCGCCTTCACAACGGGGAATGACACGCGTGCCAAGCTCGATGAACTGTTTGGAATCTCAGTCTTCGACTTCTGGTTCGGCGCAGCAACCATACTATGACCAGCGCACTTACCCCTGGTATATAGTACCCGTGCAAGCGGAGTGTCGGTGGTGGAAGCGATCTCGAGCGATTGGCGATCTCTTTGTAAAGATTAAGCTATTTTGGACGAGGGGCGACGCCCGCCTGAACAAAAATTCACCGATCGGGTATAGGCACAAGCAGGCGCATGGCCGCGATATAAATGGTTGTCAAAGGTAGTGAATTGGACGAGGACATCACACCCGATCAGAGGAGGGAGAGGGCTAGGCGTGACAGCAACGAACCGTATGACATTATGGCAGTCTTACTATGATTGGGGCAGTCGTGGCATGGTTGGAAGCTAGTTAGGGTTCTCTGTGTACGGACCTGCCTCGCAGCTCAGCCGGCAGTAGAGCCATAGCGGGCTTTCGCCCGTTCAATTCGATTCATGTAACGGCGGTCTATGTGTATTTACTTCAAATTATATCGGTCTTGGCGCCGAA +TCAAAGAGTCGTATTTTCGAGACGAAGTTACTGGAGCAAACTAGGTGGCATACAGCCCCCGGAACCTGCATTTACGTTACAACCAAGCCATATTCACATTAGGAGTGGGTTGTCAACTGTTCTGCCTGCGCGCTGTTCGCAGAATCACAGCTTCGAGGTTAAGCACCTGACGGGTGTTATGCTCTGGCAGCAGTGTAATTAAGTTCCGACGTTGAGATACCCGACAAGCTCCTTATCGCCAAAAGCGTCGATAGACTATATCGTATGCCATGAAGTGCTAAATATACGACTAGGATCTCTTAGACAAAGTAGTAGGCTCGCCGTTTGCGTCGATTGATTGTTATATCCTTTAAGTAGGGAGATTAGCCGATCAAACTGTGCGGGCGTTAGATGTGGGTTAATGCAGGACCTGACCGACCCTGACCGTAGTATTGATCGTGAGCAATGAAAGTGGAACACAACTTATGCGCAGACTACCCCGTACGCGACTACCACCTTTCCAACGTCTCGATGCCCGTCATGGAGTGGGGTTTAACTGAACCATGGACGGCCATGTGCCCACCTCGCAAGCCTGCGAGTGACACAGATACCAGGAACCACTGTTACGCAGTATTGAGGAGACTTATTCCATATTAACGCCAAGAAAAGTACAGATGTTACAACTAGTCCATGCCGGGGCCTGGCTGATCCACGGCGACAGGTATCTGTGTCCGTTGCACTGCCATTTAATGGTTGCGAAAACGTCCCTGGTAAACTTAATATGAGACCAGCCAAACGCCATACTCGTATAAATGCGTGTTACACGAGAGAAGAGCCCCGACTCCGGACCACGGGTATGACGCTTTCCAGACATTGGCGAGGGAAATATCCCAGATGCATAACCAAATCGTAAGACTACGGTAGCACAGCTTCACCACCGTCGATGCGTTCCGCTAGACACAATCCCCGGTGTGTGACCAAGCTAAAGACTGGTCTATCTCCGCTCTAGCATACTAGAGTG +CTGAGGAAGCCAAATCCAAGTTTATGGATTGATAAGGCGAGTCTACACCAACATCAGTACTGCGTCCCTTGGTACTCGCTTCATCGATCAACTCAGTCAGATCTAGTCAACTCCTGATCCTGTTTTGTATGATTATCTCGAGCCACAAAGGAACTAAGAACGCCGCAACCGCTATACAAGTGGATGCAACAGACTGTATACGGCGGCAGGGCAACATGCTTCGATGTGGGTTAGATAGAGAGTCTCGGTTGTCAAAGTTACTAGCCCCTGAACTGACATCTGACGCGCAGGGCTATAGAAACCCCTGGTGTTAAATCGACATAGGACTTGTTTACAATGTCGTGTACAGGGTCGGATTTGGTGGATGATCACATTTTATGGGGTCAAAATTTGCCTCTTACTCCTACTAAGTTCTCGTCTGCGCGTAATTACTCGTGTTTACGATCCCATATATCTTCTGCTTCCGCAGAATGGTCACTCAACCTGAGAACCACTGTAGCAGCGCAAGCATGACTATATTACCAGCGCCCTCAAACCCATCACGCCGCGGCGTGTCTGTCTGTTTTCCCCAGCGATATAGCCCCAAGAGGCGCAGAATGGCTATCCTGCTATCCACGTGACATGCCTGCCAGCCGTGCCTCGGGATAGGTTATGTCTGTCATTCAGATAGTCAGACCATAATATGTAGGATGATACCCACTTTACTCGACTAATAGGCACCATCTAGACTGCGCCACTTCAGCACCTATACAACGTGATTTGCGTGGACGGGAAGGGGTCGCCTTTGCAGCAAGTACGCTATCATATGGGTCTAAGAGACCCGCTCGCTTATTGATTTCCGATCCAAGTATAGGGGTATGAAGTTTTGGAACCTTTTTCTACTTTCCGGCCGCAGCTGTGGTTATGTTGAGTGCGCTAAGCCCTGTACGTACTACGTAGCCACTGACGCCAGTCCCCGTTCTAATGTGTCACGGCATGTAATGTAACGGAGATGCTCAGA +GGGTGTTTCAGATCATAACTGACATTGTTGTGACGGCCCTCATCCACCATCGTGGGCCGCTCTTTCGATATAATGCTATATCGGTCCCGAGGCGGAAACTACACATTATTAGATCTCTCATTGCGAGGCTCGACTCCGCACGTCGACTTTTTGGACTGTAGCGGTGAAAGAGCAATACTAAGATAAATTAACCTAACACGTGAAGATTGGATCATGCACAAGGGCGTTTACGTCGCGGAAACAGCTAGTGTAACTGAGCTTGGGTAAGGAGTGTCTGCGGTCTATGGTATGTCCGCCGTATGACCCCATTGTCCAATGTACGATTGCCCAGATGGAATCATTTACAACGACATCATACCCGTGCCAGGTTGGTGTCGAGAAACAGCAGGCAACGGGTCCTATGACCCTCAAGACTGGTCACGCGAACACGTGCCGTGAGAAGGCTCAGCCGGTACAATAGCAATCTGTTCTAAGGATGGCAATACCCGACAGGACTTATTGTTGCCGCAAGACGCTAGCAACGGGAGCACATAACGGAAGATTGCCCCTGGAAAGGCCTGGACTAGCGGGCTCACTCGACCTCCTATACTGATATTGCCCTGCATTTCGAGTTAATAAAGTTGGTCCGTTAGGCTGATTGTGGTGTTGTTCTGTCGCTAATCTGGTATGAGGGCGAACTACATAAAGCATGTAGGTCGTATGTCTGGATCACCACCCATCTGCAATAGGTTCGTTGCCGCGTGATTGATGCTATTCGTTCTGTCGGATAGATCGTACGACAGACCTGATCCTACCGACGATGTAATCGGCAGAAACAGCTATGAATTCCCCAACCCAGATAAGAAGGCATAATTCATCCATGCAAGCCCGAGGGTTACACCCGACTACCCCCATCACTCTCCCTTATAGTCTCTTGTTTCACGAATCGTGCATTTTATTGGCCACAGAAGGCTAGAATGTCATCTTATTACCCTCGAATAGCCGGTGGGAGACGCAGGAC +ATTATTCAGCAATTTTTATAAGCTGTGTCTCCTACGATTGCTTATTTTAGTACAATAGTCGATGCAACTAAATAATTTGTGCTTGATTGTCCTATCAATTATAATATGACGGTGGGGGCCCTGCTGGTGCTTCAACCTACCGACAGATCGAGCTAACGAAAAAGAATCATTGCTTGGAGTGGGTGGAACCCGCCAGGTAGGTAATATCCCCTATTTGTTTAACGGGAAGCTCAACTCCCGGGCTGAGAAGAATCTCATGGAGTCGCCAGTGCCACACTACCAGAGCGGCCCGTCTGGCGCACGGCAGGTTACTGGGTCCAGGGGAGAGATACATTCTGATCAACTTTTACTTAGCACCGGATTCGTTCCTATACAAAATCCTACGGGTACGCACGGACTGCACGCCGGGCAACAGTTAGTCCACGGTTATCGTGACATTGCTGGAACTCAGGCTTTCTGGGAAGGCTGAGCCGAATCCGGGCATAATGAGCGGCCAGATTTCCGCCCTGTGCCTAGTTATGCGATTCGACCTGTCAAGTTGCATACGACGTTAGAACCGCGACATTAAGATACAAGCGGGCGCGACTGTGACGGGGCTGTTGACGCTAAGGGATCCCATAGAGCGATTAGTACACTCCTGAGACGCGTCGTAGGCATATTTTTATCACTATAGTCACTATCATAGAACCACATACTGCAGGTGCGTGATGTATGACGCTACAACCGATAACGTAAGTGGGCGTAAACTCCTGCAAGGAGTAACAACGTACGCTCCACTTTATGGAGATGTGTTTTTCGTCTGTTTATCTGAAGGGGATCTGTGGTGGCAGTAAGTTTGCGCGTTACGCATCTTAGTGACTGATTTTTGCACTGAGTCAAGAGGAGAAACCAAGATCTGAATCTCCGATTCGATAACCCGGGTTCTGTGCTTAATCGCGGCAACTCGCGTACGTAATTTCAGCATAGCGAATCACACTGATTGGTTGGGCATACTTCGCTT +TTACCGTAGGGACGCGCTTCTTCTGGCATGTGGAAATAACTGGACAGTACCTCGTTCAAAGATCAACTACCTAAAGCGCCAGACCTCTTGAGGAAGACGCTAATAAGGTTTAGACAATTACAGTATGAACGTCGTGTCATCATTACAACTAGTTGAGACTCTTTGGCGAGCCGCCTTCTACAGCAACTCGGTGCTAAATATAGCGTACCACTCAACCGCTCATTGGAGTTTGACAGCCATCGGTTGCAAGTGTTCCCGAACTTCCTATCCGGAAGTTTTTGTGCGTGTCGATGTCATCTATCTTCCGACGATGGAAGTAAGCTACAAAGTCCCCCGTATAGAAATACCAGCGTCTCCTGTTTCCCGAATTAGAATTCACCTTTTAGACGGCGGGTTCTTATAGTACTGGCTGATCCGCTCTATCTTCCTACGAAGCGGTCTTTAGACAGACGCCAACCCACTTGACTTAGCACAAACGCATTGCAGGCATGCTCAATTTTGCTACAATTCTTCGACCGTCGGTGTTGGGGGCTCCCGGCGACCCTGTAATCTCACATATGTCTGTCAGTCATGCAGATTCGAATCGACGTTGCTACACTAGTTCCAACATGGTTGCCTGATGGACTCGACTTAGCGTCATAGGAGCGTAAATGGAAGGTGTGGACTTACTACCGGATATACAATTCACAAATTGACGTGTGGAACTACTACAAGATTCCTGCTCTATCACCGTCTCCAGACACGGGGGTTCGACTACTGCATAACACGCTTGAAAGTGCTGGCGACTGACAACAAGCGCGGAAGCCCAAGTGCCCCGCTTTTTAAATCGAACCCTGTATTTTGAAACTCCGACGCCTATGAATCCTAATTAGTTTTTATCGGCTCGCAGCTTCGCGCCTCCTAATTAGATTGCCCTTGTGTGGACTTGATAGTCGGAGAAGATACATCTGTGCCTGCTCGGGACTGTTCAATATTCATGTGGGTAGCCGTAACAGATGAA +GGAATCACGGGCGTACTGCTCAATAACCCGCAAGAAAAGTTACCTGTGACGCCTCCATGCGACTTCTTGCTCGATCGGAGTGACGGTGCGTATCTGTGGCACGGCCTAAAGAGTCCCCTTATTTAGCTATACATTGCTGCTCGGAATCCTACGTAGGGGTCTAGGACATTGTAAGCAGGCCTTATATCGCAAACGTCATCTCCAGACGGAAAAACAAAGGCTTCAGCGGAACGCGCCAAACACCCGGCGAAATTCAGTGATGCGAATGATTCAATGTGAGGAGGAAGGTCTTACCCCCTGCGAGTAAGGAACCTTGTGCGAACCCTGGACCGACAACCTTCACGTAAGTGATGGATCGGGATACACCCGACTAGGATTGGCGGTATTGGCATAAAACGGATATAGGAGGGATCTTGGGAATATTCAATGTTGTTGGCGATCCTGAGCTACAAGAATCAGTTGGTCACTTCTATGTACATGCAGAAGTCTGCTCTGGTAGGGCTCAGCCTCTCCGCCCCTCTACCTATTAGGGTGAACCGAGGCTAGCGAATACACAAAACTTTTCTTGCCGATAAATCGTGCTTGAATCAAAAATCATACCTCATGCGTTGGCCCAGCTTGTAGTAATTACATTCTCGGCGATTGATAGTTCGATGAAGAAACATGACCGGTGGTATTAGGATCCGTCTGGAGTCGCCTTTGGCCCGAATTTAGACCAGAGCACACAGGACGGTAACGCGGACGGGTAGGACTCGTTTCGTGAGGCGATTGCAAATGTTACACACAACTGTGAACTCTTCTCTTGTGAGCAAGGCTTCCTTAGAATAGGTTGCTCTGATCGACATGAGACGACAAGACATAACCTTAGTATCAACATCGTGCTACATGCACGAGTACAGCCCGGGAGCCCCAGCCAGAGAAAGCTGGATACAGATCACTGGCTCGACCCACGAAATGGAGTGTCTGTTAGCTTCAGCGTTTCCTCGTTAAGTGCCGTACT +AATCAGTGGATACGTTACCTCCTATGGCGATTCTACGAACAACGGCCTGTGTCGTAAGGTTGTACAGAATCCTTTGACCGAACCGCGTACGATGACGTCTGGAGGAAGCGCGGGACATACATCTCGATCGGAATGTAGCGAGATCCAGACTAAATGGAGAGCATAGGACAGCTTCAAGGCAGCAGCTCCCCAGCTGTGTAGGGCGAGTTCATTCTCGGGATAACCAACTAGCGATCCGAATATGGTACGTCGTGACTAGGAAATCAAGGAGGCCCTACATCGCACCGCCATGCAGGATATATGCCTCGAGCGAGGGTCTCCTATTGCAGGAGGGTTCCCGTGAAATGAAGGGCGCCCTGTGGCACCTTGCCCTGGACACGGTAACGCGGTGAGACACATAGCGCTAGACTGAGTATGCGACACACTATAATGCGTATCCAAAATTAGGGCTAGCCTACGAGGGTAGTTAAAACCACGGTAATCGAGCAATCGCTGGGCGGGGTATTCGGATGAAAATGCACGGTGCCATTGGGCGGATAGATCAACATTGTCAGATTGTGGGACAGTAGATGTAGAGTTCCTTGGAGCTCACACTATGCGGAAGCTGTGGCAGCGACACCGGGTTCTTACCTGCGTACTTTCTCGGGATTCGCACCGCATGCTATCAAGATGCTAAGGCCGTTATACGGGCATCCTGCTCCTATGCTCACGGAGTATCTCTCCTGGGAAGGCCGCAAACAGATGGGTCAGGTTATCTCGTAACGTGGTTAACCTATGTCTCTGCAGGTAATACCGAACAAGCGTCGTAGATATGCAATTAATACATGCATCTCTGGGCGCCCCCTGCTGCATAACCAAGCAAACAGTGAGTGTCTTAATTGTGGAAAAATCATGCTACGCTGTTAGGATCTCCGACGAGGTATTGCTTGCAGATCAGAAGGATTGACACATAAGAGTTCGCGACCGCAGGGCGGCAGGCTGAATGACCATACCAGTGATC +AGATTAGGAAGCATGGACACAATTTTGGTTGTGTGCTAATCGACCTTCCAGCCGCCCTTATCAGCGTATTAAGCGTAGCCGTTACACTTAATGACTTCTGCTTTACTCTATGTGGCGTAGACCGCTCCCCATATGCCCTCGGACATTGGAATCGCTGTAAAATCTGGCACTGATAAGTGCTTACGCACCACCCCGCTCGATCTTCTTTTGATGCAATCGAGTCTAAAACTCCAACCTCCTTCGGGGTCACGGATCCACGCATTCAATACATCGCTCAGTATCGACTGCCATGAGACTTCAAAGGGCTGATGAACACCGGTTCCAACCTCGACGGAATATATGAATACCTAAGGGGGTACCGCTCTTGTTCATAATTCCAACATTGGCGGTAAATGATAATGAGGAGGCTGGATCAGAGCGCGTGCCGCGGAAGTTTCCAAATCACGGCAAAGGTAACTGTCGAACTTTCATCACCCTAGAAGGTGGATCGTTCTAGTTGAACGATTCTAATCGCAAACAGTTGATGTTGCAGTGTTGCGGCCTATAAACCTCACGATCTCTTATCTGAACGGTGGTTTTAAGCCTTCTCAACTCCCAACCCATAGCTCATGCCAGCATACACTATACAATCCTCGGTGAAGGCATACTAGCAAACTAGTCCCTCTCTGAATGTCGGCACGTTTATATATTCCCAGAGGTTGTGGACAGCGACCTCCACCTAGAGTGTCCGCAGTGGAGCGCGTGCCAGGCCTACCTAACCTGCCCAAGGCAATTTCATTTACGATTTTACCTTTCCTCTGTTGTTCCACATCGCGCCGCCTGCGGGTCAGAAGTTCCACGCAAAGGCTAGCTCGGTCCCGAGGGCGAGTCACGACCTTATCCTGACGCGATTGGGTCGCCTGGGTATGTAGACCTGGGTCGTAAGGATAGAAATTAAGTTGCAAGAGCGGGCCTCTGGTTAATCATCACCTAGTCCTAGGGCTAACAGTTGAAGCACTAT +AGCAAGTTATCACTATGCAATGCCACTAAGGCCTGCGGCGGTTTTAGCGTCCGTTGCTGGGAATATCGCGCTGATCACTGCCTTCTCTGAGACGTCCCATACTGGGAGAACCCCCTATTGTCGATGGCTGATTTGCCGACGCTAGAATATCTAAAATGCGAGGACAGTTGCCACGTCTGGGACGCGTAAATCGCCAGTACGGTGTGGCCATTCCGGTCGTCCCATGCCGGTAAGTTACACGACTCTGACCATGCTGACTGTGTTCGTGATTTTCGCACGGGTCACCTCGTACCTCTGACTACGAGCCTGACATGCATACGTGACGCCCGGAGTGTGACCGCGTACAAACGGCCGTTAAAGTACTTACAGGGTCGTGTATATCGAAGTAGTTGACCAGGAACTTGCTCATACTGTTGCTTATTGAAAATGATAAGTCCACCCTATTAGATGCTGATTATGTACACTTGCAATGTAGGAATATCACGTCGTTGAAGCAGAGTACCAGTTGATTTATCGTGCGGAGGGATCAGACTCCCAAAAAAAAAGTTACCTCACAACCCTCGTGTCTAGACGACGGCGTGTGAAAACGCGCGACCAGCCCCGTGAGCGCCAATCCACGGGCACGGTGCATGGGGCGCGAGTCTTGAAATGGATTGCTCGACCGTTAGAGTGGCCGAGGACCTGCGCTGGCGTTCTGCGTACCTTTCTGAAAGTGTGAGAGATGTAGGCACGGTCGTTGCAGGGCCCACAAACTTAACTGGAACAGTTGCCGATAGCGGGTTTATGCTAACTCGACAACTGTCGTGAACGTAGGACAGACGGAAAAGCCTATGCGGAGGCCCCTTGAAACCTTGTATCCACGTAAGGAACCGGTCGGGTGACGTTGTGACGGTGGTACACGCTCCCATATGAAAAATAGACCGCTACAGCCATCGCTGATGGATTATTAGTCTCTGGATAGACCGAGCTTCCGCCGCCCCTATTGGGATCCCGGTAGGGC +AGAGTAGCGACGGCTCTAGCATCGCACAAACAGCGGGCTCCATTGGCCTATAAATGCAGCCTCACAGTCGCGTAGCTTTTATTATTGCTCTCAACGCTGGGTCCATGTTGTTCGACGGGGTCTAGAGTAAGGATTATGAGATGCGGTACCGATCAGGTGGAAAAAAAAGCTTACCGAATCGCGGTTACTGATTAAACCATGATTCACGACAGTGAGGCTCATCTACAGTCGCCCCTCGCGAGATCCCTGCATCGGGTTATATCCAGCGCTACCAAGGGGCTGACATTAGAATACCATGGACGCTTGCGATTAGACTTCAGGACGCTTACCATAGGAAAGCAGCGGTGGAGCTTTGAGCCATGTTAGACTGGTCTGAGATTTATGTCTCGCGCTGCAACGTAATGACGTCCTAGGTCATTGACAAAGCAATAAAATCCGCTAAAGTTTTTTGTCTTCCAGGATTATGCCATAATAGTAGGTGCGTAGCGTTATTTAGGGTGCATCACAAATAGATGCGTACTACGAGCGACCGCATCGAGTTTCTGACAACGTGTGTGTGGCTCGACATCTGCGACCAGCCATCGTTCCTTAATGTATTTCGCGCCAGGGATGAACATGCTGGAGATGATCGCGCTACCGAGCGGCAGCTACCGCATCGAAAGGGTCGCTCCCGAAAAGGTTTCCCGCGACGAACTAGGCGTTTGTTTAGCACACTGAAAAGTCTACTTACCAAAGAACAGGAATGTCGAGTTCCTGGGCGATGCACCATCTGGTCATTTAGGTAATGGGACGTATTGCACTTTCTCGTCCTTATTAGGTAGCTGGTCCACGACGCCAACCGCAGAATTGTAACATTTAAAGTAAGGGGTTTCAATCCTATGCAACTTCAAGTATTGGCACCAGCCCGGCTGAATAGTTATAGGAGGTAAACCATGGCCCGATGCTGAGGACTTATCGTCTTGAACTGTATCATAGGGGACTGAGTAACTCCTACTGACCC +CGCCGGTCTACAACTTCCCTCCTGCTGCGGGAATCTCCAAGCAGTACACTAGATAGTTAGCGGCCAATCCTTTAGGCTGGTGCAGGTCCTAGCGATGCGAGGACGGAAGGTCCCGTTCCAACTGTACGCTTACTGACGATCACGCTGACACCCCACCCATATAGGTTTCTTTAAGCACCCCTTGATAGAAGCAGAGCTGTTCTTGCAGGGAACTTGGTCTATCAGCTAACTATTTGCTATGCTTAGGTGTTGGCTCGGCTACATATCCTGCCACCAATAGTACGCATATAATCATCTCTTAAAACCCCCGTCGCTAGTACTCCCCCTCTGATGATAGCCATCGGGCGCAGTATAGCGGGCATATAAATGCTCTCTGTCTAAGCATAGCGCTTAAGAAGTTATATCACAGCCTTGAGGGACTTAATTAAGATGTTGAAACGCGGACGTACTCAGCACACCGCACCAACAATTCGCGAACACAGCGAGACACACCCGGCAGGAGAGTGGTATCACGTGCTTCCTTTAGCGGAATGACGTAGTATACGTTATTCAGATTTCCGCGCATTTGTGGTGGCCCCCCATGGTGCTTTCCGGGCCGTCACCGAGAGACTCACAATGTTCAATGTCACCCCGGATCACGGATGGTGGCGCTGGTCCACGCGTACATTCACTCACAAAGCTTCCCATTAACGTCGCCGATGCGAGAAGCGAAGCCAGCTTCCCCGAGAGGTCTCCGCGAGCCTTTCACGAATCCATCTTACGCCAGTGCACGCAGACGGTTGTAAAAGTTGAGAGGGGCAGGGAGACATATGTTGTTGGTGCACCGTAACATTGACTGGGGCCCCTCAGTACCAGTGGTTTAGGTTAGCGCTAGCCGGGAGGGTGAGCGGACGTACTAAATCAAAGCGAATGTCGGGAAATAGCAGTTTTAGCCGCTAATCAGCCATACTAAATGCCCCCAGTGTGATTATAACGGGCGACTCGGTTAACCCTCTTTAGT +ATATGAGTGACCTCATTGCAATTGTTAAGCTGAAGTAATGAATAGATGTCGAAGGACGATAAGCCACCACAACACAAAGACAAGTGGCCTCGTTACTCTATTCATGAATTACAATTTCACACTAAAGAGCCCAGGTATAAGACGAACACGCGACTCCCCAGGCTCATGTTGCTTAAAGAGAGACAAGGGAGATAAAATTTGCCGCCTCTATAGACTATCGTTTTAATATGAGACCGGATGCGTTTATTAAGAAGTAGTAGGACGCGCATATATGAGTTGTTCATTTTGGTACACAGACTTCGTCCTTAGGTCTTCTTACGAGTATATTCGTTCGAGGAGAGGGGGTCCAGAAATCATAACTTAACCGTCCAATGGCGTTGCTTGGCGGGGACCAGTGATTCTTCGGGCCCTTATCTATGGGGATTGTCTTCCGCGCTAGAGGTTGAGGACCGTGGTCGAACGCATACGCAGTTGGCTCATGGGGACCGTGGAAAAACGGGTCCGAATTCATAGGGTTACGTAGACTAGGTACAGTAGTAATAAGGTCCATATTTTCGATATAGAGCCCCCCAGGTAGAGGAGCACCCAGCCCCTCACTCGCTTTCGATTGGTCTTTCCATGCCACTATGCGAACTGTTGTGAGAAGTGATCGCTTTGTGCCACCGCACCGCTTATTTTCTGTGATCTCACTCGCTAGAGTGTTCTGCGGTGATACGGAAGGTACAACGAAGTTCCTAGGGGCGCCATTATGGTTTATCGTCCTCGACGGAAACTGTTCTACCTAATAAATAGATATTCCGGGTTGCTGTGGATCCAAGCCCCTGCTGACAGTGGTCTGTGACTATACAGGCAAATCACCGGACCGAGCTGATATATACTTAAAACTCGCGATTGCCTTTGCAGCAGCAAAAACAATACCCAGCAAGGTGGGAGACGTTTTATACTACTGTCTCTTGGGGAAACGCTCAGAAGAAAACCTTACTGATCGCTTCTATATCCG +AACACGGGGTATCGTTCCTTGACCAGGGTTAATCACAGATGAGTTGTCTGAGGGTTCCCACGCATCGAAGTTTGGGACAAAATGGGGTAAACGGGGAAGCTGAGCGCCACGAGCTCACCACCGTAAGACACCGCTATCCAGAAACAGGCTTTCCTCGCCAGGCCACCTGTAATACCCTTTGGGAAGCTAGTGCAACCCCAACAAGGGTCGTACCACAGACATTGAAAGCCGGTTTGCCGTTCACTAGAGTCTTCGTCGGTACCAACGGTCCTTCATGGTCCACCCTAGGTCGATTACGGATATTGTGACCGTGTATTCGCAAACAAGCGCCGCACTAAACCGCTGGTCAGTCGAGTCAATCGGTTAGTATCGCGGACCGCAGGTTAGACTAGCGCAGATGTAACTGGAAACCGTACAGGCCGAGCGTTGGGGTTAGGGGGGTTCTATTGCAAAATCGGCCATAATAGCGAACAAGTAGTTTATACGGAATCCTCCGGATCAAGCACCATCATCTTGCGGGCAACGGTAGTCTAAAACGCCTCAACAGTGCCACCGTTGAGGGCGGCGAAACTGGTTTGGGAATCGCCGTCAGACATTTTTTCGGAGCTCAGCACGGTACTGCCGGCCCACAATTGTCATTCCACTTAGTCCCTGACACTATACGTACCCAAGGCACAAATGCCCACTAGGCCTTAGACACGCTAGTGGATGTATACATGTGACCACAATCCCGAGCACAAATTCGAGTACGTCAACCCCAGTGCTATACTCGGATCCGACTTACACTGGAGCACGTCCATCCCAGCGTTTCGTCTTTGCGTATTCGTTATTCCAGTGAGCATATCAGCTATGAGGGAGCAGAGTCCGTGCCGCCCTCAAAATTCGCTGACTGCGCTAATGGACTCGGTTTTAGGCAACTAGTTAGCTGCGCATGTCCGAACTAAGGCTTAAGATTGAGCGCGGCCGGGAGGGGTGACATCCTACGTATGCCAAACGGTAT +GTCGCGCTATGAAATTCGTCGCACTGAATTGGGTAAGGTGCGTGGTCACCCAGCGGAGGTCCCACGATCACGGAAATCACTGCCATTAGGATTGAACATGACATGATGGATCTCTTCTATGATCGTGTTGCATCTCGTTCATTTAGTCGTAATTGCGACGGGTGAGATGAAGTTGTGCCAAGCACTGATTTGGGCGCCGACTGAGCACGCGTTTTCTGGGCGCTCGGTACTCAGGGTTAGCGGCGGGCACACAGCCCAACCTTCGCACCAAGTGTGCGTCAATAGCCTCGAGGTAACAGTCGCCCATGGTAGTTTCCAAGTCCCCCCTGAGTGTCATATGTTCTTAAACCTAGAGTGAGAAAATACAACTTCTACTCCATTTACAGCGTAGTCGTCTTCCTATGCACTGGGCCTTCGCACCGCGCCAAAGGTGGGAGAACGTTAGGCATCGCAATCCAGGGCGCTAGGCGTTCGATCCAATTGATCGCGATACCGAGATTTTTACTATCCACAGCAATCGAATGGGTCGGAGCAGTAGGCTTTACCACCGAGTTACGTGACTGTACGAACGTAGAGTATCGATCTTTCGGGACCTGTGGTACTCTTTGAGTTGGCGGCAATTCCCCTATCAAGTCCTAAATATGTCCCGGGCCTGTACAATCCGAGAAGCAGCAAACCCTAAAGTTCAAGCATTGACTAAACGCCTGGCACCAGTACCCCTTGTGCTTAAAACTGGGACAATCACCCGGGAGCGCATCAACAAGTTCGTTGAGTCTCGCACGGGAATACTATTCCTATCAGTAATCACTGCAAATACGCGGGGCTACATGAGGATCGTGCCAGGAGGCCAATGGCGGGGGCGATTACCTATCAGTCAGGGTTCCGTTAGCTTAAGTATCTAACAGCCTTACTTTAGTATCCGAGGTCGTGGTTAAGCCCCGTAGTAAGATTGCAAAAGGTCCTACTGGCAAATAGGCTAGGACACCACATCCACGGCAAT +TACGGTCACTGTTAATCTCTCCTGGGTGGCACCGAACGATGGGGTTCCGGATTAGGGCCAGCCAAGACAACGTTCTGGACCCCCCATTCCTAGCCGACAAGCTGCACATCGATTCATCACGAGCCTACCAGTGGCAGGCCATGTTTAGCAATATAGGAATCGTACAATTCCACAAAAATCCTCCGGTCTACAGACTCGTCACCCCGCGTCTACACTGCCCCGGATTAACACGCTTTGCCCGCCTCTTACAGTTATGATTGAAACAACTCTAAAGAGGTGTAAGACGGGGCAGGCATCCGGCTGCCTTTGGTTGGTAACGGTTCCACCCTTAAGTCAGCACTTAGCTGGCCCAAGGCTATGATTGTATCGTGCTTTCGGAATCCATAGGACCACATACGGAGCCGAAATGATGCCTACCTCGCCAGCCATTAGCCACGCCCCCTGGGTTTGCGATGGATGTTGGAATGGATTCCTATCTTCGAAGTTCTTTTGGGTTCCCCCCTGATCGTCTCGTAGGCGGCCAATTTCCCGGGCATCGCAACGGCGATTGCCAGCAGCCTGAGCGTCAGGAGAGCCCGCCCTGCCAGACAAACGGTGAAAGATTTAAAGCCTATCGAAGGAGGCACCTCCTAGGTCTTCGCTGCTTTTTCCATACACTATCTATGTCCTTAAGGCCGCACGGGGGATATTAATAACACTTATAGCCAATCGGTACGAATAATCATCGATCTTCTGTCTTCACTACAGGCCGCCTGCCACACCTTAGGGCCTCTTGATAGAGCGAAACGAGGGTGCAAATGCTTAGGCGGAGCCCCGCGAGCTCCCTGCTGTCCTCACTTATGGCTTACGAAATCCAAAGTGGAAGGCAGACGGTTGTTTCATGTCTACATCGGGTCCACTAGCTGCCCAATAACAGCCTCCCAAATCCTGAACGTATCCAGAAGGCATTAAAGAAGTCTTAATGTTGGAAGGCTATCCGAGGACTCTTTTGAACGTACGA +TGACTAGGTGCCCAGGTTTCAACGCTGTGCAGTAAGCGACCCTGGCCGCAACACAGCGCAACGTGTGACTGTACCTTTGATGGAAGGCCAGCGCAAATCCGTCTCGGAGCCCTTGTGCCTCTCTAGAACGGTGTTTGGAATCGGCAGAGTTTGATTTATATGACCTAACCAATTTATCAGAACTCCGAGGCCACGCCTGTCGTACTACCCTCCCCTTAACGCTGTGAAGGTTCTTTTACACAGTGTTGATAGATATCCATTAGCAGATGCTAGGTCCGTCGTAGTCGAGTAGATAACAAAGAAAGACATCGCCGAATTCGGCCGCCTTGTTATAACAGCTAACCGCCGAGCGATCCAACTACTTCACCTTCTTGAGACCAAGTAGCGTGAGGCCGGGTACTGATCACCGTGGGCTAGGTCGCTTTCGGCTTCCAAGCGTTCCGTTGAGCTTTCGTAAGGGCGTGGTCTGCTTTGTGCTCGTAGATCCAAAGCTCACCCCTGCTCATACTCTGGCTCTACACTCACGGTTAGGCGACCCGCGGTAAGGATTAATCCAATTATGGCCTTTAGATAATCTCCGCCTATCCTCCTCAGGCCCCGACCACAGCGTTTATATAGTCTGGTACCGTGATACAGGGTACGAGGCGTTCCGTAGACTGCCGAGTAACTTGAGTGAAATTGCGCCACGAATGGAAGCAAATGACCTGGAGGGTATACCTGGGACTCTACTACGCTAACGATCTGGTGTACGTATAAATAGTATCGGGGACTTGGGACAAGGGCTGCTGCAACAATGTCCTGATCTCCAGGTACAATGTCATGCAGATGGCCCGAGCCTGTGCATGAGCAACAGTCCACTGGCTACCGTCATTGTTAACCCCTCATTCTACGTGGAAAGTGTGCCGAGTGTAATGAGCGGGTACCGGGGACAAAGCGTACGAGGTAGGGCACAATGTCAGGGTGGGACGATAACGTGCCATGGTGCGGGGAAATTGGTAAT +ATGCGAAAACCTCAGAGGCAATGTCCGACTACGGTCTTGTCTTGACTGAATCTCACTTCCGGTAAGGTGATTAGGAACTCCGGCATGTGTCCCAGGGAGACGACAGCCAAGGTCTAACATCCATCGGTTCAATACATTCTAACTCCTGTACACGAGCTGAAGCTTTATGGGGGAGTCGCAGTCTCCGTCAACTCCTCCGTAAGGACCGTTGGGTGACATGCATCCCATTGGTTCCATTGGGCCCATCGACACCAGTCTGAGCTGTCTGAGCTTGAAGGGGAGTGTGCAGACCGCTCGGAGACGAAGAGCTACGATCTCCCCTGAAGCGAGCCTTGAGTGTGGCATCGGGAAATGATCGGGATTATGAGCTGTCTAACGTTTTAGGCCTAACCACCTTGGACAATACACATCTTGCCTTATTGAATGTGAGTGTACTGCCGCTCACTCATGATACTTTTGACGGAGAACGGTTCCATCGAAAAAACTACTTCCCACAAGCTCCGGGTGACGAGTCTCCTGATACACTCGCTCTAACTTATCGATGCGTGGGGCTAGATAGCTTATTGTTGGACGTTTGTGACCCACACCATGTTTTTGGTCCTGTTGTGCCGTTAAAACCCCACCAACGTAAAAGAACAGGGACCACCCTTTAAAGCCTAATACTTGTAGCGAGACTGTACTAGAAACCTCGGCTGAGGAATTCCTTAGGCAGGGGGTTTGACCGCATTGTACTCTTAACTGCGAAATTAGCCATTGTGGCGGTCATAATGAGTGTTTGGTCAAGTAATTTACGTTGGATGGTCGCACATAAACAGCCTAATAGCACTTGTGAGTGAAACTCCAGGTTATAAGATACAAATTGTCGGGGGTGACGTACTACTATTATCCTCAGATAGGGAAGTCTCATTTAAGCTGCTTGTCGGCCTTTCAAATGAAGAAGAACCAAGATATCGGGACGATGAACTAGCATAATCCACAACAAGGGCTATTACAATTAGAA +AAGTGGATCTGGATGTTTTATCGGCGGGTAGTAATTGAGATAGAACTTAGAATGGACATACCAGGACAAAAACTACCTCGCCGCAAGGCCGTTTCCTTGTTGTAGAGTTACCCAGGACAGGTCGGTTGGCGGAGGTGCGGCATTCGCCTGAGGGACCTTACCGCACAGGTATATGCGTTCGATAGACTTATAGGGGTTCCTCATCGCTGACCACCGCGGCTGGGAAATACATTCGCTTAGAGTCTCACAGGTAAGACGACAAAACGCCGGATCAACCAGCTACTCTAGGAATCATTTCACAACCCCGGGCACGCCTCCGTGGGTTGGGATAAACGCTATCCTGTCTTGCCCAAATTTGGAGGAGTTTTTTACTTCAGCTAGCATGATCGCCCTGTTCTGCGGTGCCGAGGCCTCACGTTCACGAACTGAGATCTCTAAAGGCAGTAACATGCCACCGCAGAAGCATAATATGGTACAATCACTCGATAGATGACAACACACCTTCACGAATCGGTATTCGTACTGCATGCATGATAAAGCACGTACTACCGACTAAAATGGAGCACCAGTCTCAGCGCCTGATATTAATATGCCTCTAGCTAAAAGGGAAGTACTACACCCATTGGCGGTTGAATAGGTTGGGTTGACTGGATGACCCAAATGAAGCTACGTTATTTAAGGTTCGTTTATTCTGGTCTTGACCAGCTCGAAAATGTTCGTCGCCCTCGGAATCGATATCGACGCCCAAGTAACGCGCGCAGCTAAAAAACGATCGCGGGCCTCTCTCGCTGACGACGCGGGCTGGCTCTGGCCAAGTGACCTCTGGCATTTGATCTAAAAGTGATGGTATAGGGCAATCAGAGTTTGAATCTGTTGCGGGCGCACTAGGGGCGCAGCTTGGAGCAGAGAGACCGGGCGAAATCTACGCAGTTTGATACCATGGCAAAGTAGTATTAAGGCAGATACTAGAAGTTATTAGGCAGCTGCAAAGCGTAGAATT +TCAAAAGTCAAGCACGATGATAACGTGTGCGCTTGTTATCCAATACCACTCCACTGCGGATACGAAGTCCAGGAGGGATATACAGCTTTCTGGCCGCACGGGCATTGCTGCTGTAAATTAATTTCACGATCGCGTCGGGCAACGACGCAGCCGAATCGGCGTAAGACAGAGGATACCTGGGATCCAAGTGACGCCACGCTGACTTGCCCATAATCGTCATAAATGGTTACTTCATCGCGACGAGCGACACAACATATTTTCGTGTTAGAGGCATAGCATCCTGTAGTTCTTGGGCCGCAGAGACGATTCGCTCTGCGGATGAGAGAGCCGTGCATAAGTGCCCGCAATGCTCCGGAGCCTACGGCCGGAGACTCACGCCCTAGCGCCAGTAGAGAGAGAACCGATTGCCTGATCCGGTGATTTTGAGGTGTATGCGGTTTGGAGTCACCTCATCACCGTACTAACGTTCGTACTGACTCGTTTGAAAGTATATTCCGACTTAAATTAAGGTGGTCGTCCTCATAAAGGCTGCTGCGCGTAAGGGCTCCATAGTTTTACCGATTAGCGTTGTAACTGCCTCAAATATTACATCAGGGTAGTGCTTTTCAACGACGACGTGTACCAATTATCAGTTGGTATTCCAGAAAGTGCTAGACCAGCGGACGGACGTCTCCGCCTTCGACGGGAAGGCCACGGATAGTCGAGCCACAGTATCTCGAAAGCAAATATATGCGTAAAACAGACGGCAACAAACCACCACCTATGTTGATTCGAGAGAATGCAGGCGATGGCGTACTTTTTTACAGGTTTGCAGTTAGTAAGCTCCAAAATTAACATTTGTGATATGCCGCGCGGGTTTAATAATCCGCCAATAAAATCGGGCTCAGCTGGTCGAAAGTGTATTCTTCTCACAGCCGATGGCGATGAACAGAACACCAGACTGGCAAACTGTAAAATAAAAGCCAGGCGCCAAAGGATGCGCCTCCTCGTGTGTAGCGTAACAACTTGGGACTGACATGGTAGCATAGGTTGATTGTGCGACTAAACAATGTACCCACAGATACTAAGGCCTTCTTCCTCAGCCTGTATTGAGTCCTGAGTGGGTGGCTCGATTCTCATCAGCGCTACCCAATTTGCCTATGCGGGGTTCCTTGGCCGTTTTATTTGACGCAAGTGCCGCGTCGGTTAGGTGGTCGTTGACACGTACAGTGATTTGTGGCCGTACCGCCCCTCTCATGCCGTGGTCCGATTGGTGACCCGGGCAGTACGGTCGGTCACTCATTTTGTATATGTAGCATGTCGATCACCCATGAGCTCAAAATGTACAAATTGGAGAATCCACAATCAACACGTAGTCTAGTTACTTCAGTGGAGTATTCCAGATTGTCCTTATAGTTATCACACAACTATCAGCACTTGCTCGTCAGCCGGGATTATCATACAGGAAGAGTTACTGGCTAAGGCCGCCTGCAACTGGTCGGAGGGCACTTCAGACTGTCCCGGCACAGCCCTGACCGGGCGAGAATTGGAAATGGTATGCCAATAGCGAAAGAGGCGGTATACGTAGTTCAACAAGTGCTGCCTAAAGGATCACATCGTCATCGAGATACGGTAGAAGTTTGATAATCTGTTGACTTGGTTCGTGAATTTGGGGGGTGAGCTGTAAGTGCTGTGGCGGAGCTATCGCCCGTGCGCCGACAGCTCTCTCTTAATAAATGCAACGGAAAGCCTTGGACTTTTTAAGAATATCATGTCGAGCCTAAGTAATAAGAATGCAGCTTGTGGCCGTGTGTACGAGGCGCCTAAAAGCACATTGAACTTAGGAACCGTTAACAACACTGCAGCACCCGCATAGAAAGTTCAAGAAAAGTGAACCCGTGCCGCCCCGGACCCCCACGACCAACACTCAGAGATTCCCTTCAATCGTGAAAGAATCCGTGCTACGTTTAGGCTTCACATGCTAGTATCTGTAGTGATGATCTCAGGCTTAGCAGTAGGCCCAGTACATAATCTCCCAGCTTACTTATCTCTACGAGAACACCCAGTGGCAGCATCTTCCGGCTAATGATAAACGCTCTCTATACGCCGGGACATCAGTAGTCGCTAACAGAACCCAGGGCCTGGGAGCTTATATAATACTTCAATCCCAATGTGAGGTAGGACGTGTGTAGGGGTCAATCATAACAGAAGGGGACGTAAGCTATCTCCAATCATCCATGAGCGCGTTCAATCTACAAGGAGCCTCTCCGTCCCAGTACAACAGCATGACCCATTTAGACCTTGATAATGAATCGCCCTGTAATTAGTGGCAGAGTTTATCCTCGGGAAGGTGTGGTCGGATGGTCGTAGTGTTAGCGGCCCCTATGTAAGATATTCGGGCCACAATGTCACGCCTATTCTCGTCGGTAACCGGTTTGCTTCAGTCCACACACATTGGGTTACCTACGGTGCCTTACCAGCGGGGGGACATACCGACTTTGGCTCCAGGAATGTGAGACTCCATGGTTGTTAGAATGCGACGAAGGCCTTCAACAGTAGCTCGCGTCCATCGGCTCAAGTTTAAAAGAACGATAGGATTATATCGGTGTCGTCTTGAGGCTAGGCACCAAGACGGTACGAGCTACGGCACTTGCGTCTCGAAGCGAATCTTAAGCGATTAAGATATTGGAAGCTAATATCAGGCCTTCGTGTGGTGCGAATATATTATAAAAGTGTGCCCCAATTTCAGCCCGCCGAGCAGGCCCACTCGCTGCGCCTGTAACTCGCCCGGTCAATACTGAACTGTCATTTAACTCTATCTGACGCATTTGTTTGCTACTTCTAGTCGACTATACGCCCCCTACTTTGTCGTGCTCCCACGACGCGATACACCCTAAGTATCAGTAAAGCGCCTTTCTGGCGAGATTCCTCCCGTATACCCTGTTGGCGCTTATGATGCCCTGGCGTCTCGACCTATGCCTACTAATAGCCAAAGGTGTGACGCTGCTCGCCTTAATAACCCCGGAACTTATCTAACGATAGAACCAACAGTGACACCGACGTGCATTGTGTCTTTATTGTGCGGTGAACAGTAACCTCTTATCTGATCAGCTTTGGGGTTTGTTGCCGGACTTTGGAGAAAGAACGTAATAACATACAGACTTCTGATCAAGGATATGATGCATCTTTACAGCAACTAAAAATTCGTAAAAGCAGTAGTAATTCTTGGTTTATGTAATACACAGCGCCAAGATCGTACGAACCATCCAAGGATGTACACGCTTCCCAGTGGAAAAACGCGATTACGAGTGAAGTCTCGCCCACCAGGGATACGACTGCGGAGGGGAGAGTCTATCCCTTGGATCCCATTGGTCAGAAAATAGGACACTACGTGGATTATGTCCCCACGAGCAAACGATGAAAATTAGGACAAGGCAGGGTATACACTACGCGTCCGGTATACTTAATGTCGACGCCACGCTATGGAAAACTAGTAGTTCTATTGCAAGCGTCTTTCAAGACGCACCGAATACTTACTATCGTGGGGTTTGTAACCCGTGTTGCGCCTCCTGAGCGCAGATAAACCCGACCAAACTCTTTAGGCCAAGAGTATTAAAGTAACACCGATCAGGTAAAAATCTGCGCGTGCTTCATGGGTCTTTGGAGTCGGTCCAATTACAACCAAATTTATTACCCTCGGACACGCCCCGCCTTGATCATGTGGATTACGGCAGGTTTACGGTGCGTCATAGGTCTTCTAAGCAATAATAGGTGACAAGATTGGGAGCCCCCTTGAGGCGTTAGCCTGCGGCGCTACGGTTAATTTTGCCAAACTGGTAACTCTCCATTTGTTTGTGGCATGCAAATGTATATCAAGCAGAGCTCAGAGAAGGCGGGCCCCCGCGTGAAGTACATGAGTTGTCCCAATCCCTGTACGTCGCAGGCGCGCACAATCGTCCCTGAGGCTACCGGGCCTATGCAACATGGTAAAATCTCGTCTAAGGGAGGTCTACCCAAAACAACTCCAAAGAATTTCAGAATAAACCCCCCGCGACACGCCCCGACCGCAGCTGGAATGCAAAGGAATGGAATGGAATGCAATTTCATAGCCGCTCGACCGCCGTTGATCCTGCTCTTCTGGCCACGTCTAACCGCACCAGTTCATTTGATATACAGATAATACCTGGAAGTTGATCATAAGAATGACTTGTTGAACTGGTCCTTGGCGCCTACATAACTATGTCTATTGCTATGTGCCCGGCGACGACTAGTTCCTCAGAGGAGAAAGCCAATTAACAGCAACAGGTTTGACACTCGATAGAACAACGCATGAAGGTCGGTTAAAACGACGGCGACTGTAGTGTAAGTGCCGACGCCTTGAGCGCCTAATATGTTGACCGTTATCGCGGACTTGCAAAACACAGATACCGTACAAGTCCGGTCCGGCGTGTTTAGATGCCCCCTGGGCTTAGTCTCACTTTTTTACAAAGCCATAGCGACGATCCTGCAGCAGCAGGCGGTTATTCGAAGCTGCAAATGCGAGACGGTACGTCGTAAGCAATTTAAACTGTGGCGTACTAGCAAATCACGCGCCCGCGTCAGTGAGGATCAGTAGTATACCGATTGCCACGATGTTAGAATAGTACGAATGGCGGCATGCACCATCAATAATCGGCTCGACCTGTCAACGCGATGAATAAAATCTGTTTGTATGTTATTCGCTTCGTGGTGGAGATATGACCAAAAACATGTCGGGACAGATCACGAGCGGTATACAAGAAATCGGATTCGAAACGGCAATTTAGACGATTCATTTCAGCCCCGCGCTTCTTCTTATATAAGGCCCATCTAGACCGAGGAAGTCGTCCAAGATACCGGATCCGGTTCTGTTGGTAAGGGGTATGCCATTATCGCTCCAAAAATGTTTGCCAAGTTTATTAATCGCATGCATGAGCACAGTCTATTTTATTATGGGTGCGAGCTTAATCAGCGGCGCCGGCGTACCGAAATCGCACCACTCACAGGGAACTCTGGATACACACTGCCAGGTTTAACTGGAACCTTTATACTCGCCAGTCAGAACCATCTCCTTGTTGTGTCGATTGAGGCTAGACTCCCCTGCGCACAAATCTAATTACCGCCACTAGACTTAACGCTGCTCTTGTGCATGGATGGTTATAATACCTGACAATATCACTACCTGCGAACAAGCTTGCGCGTGGTGGCGAATCCTTGCTTTATCCTAAAGCTGTCCGTGATGACATATCAGCAGGGGTGTGAGCAATGACTAATCCGGAAGTCTGAGCACAGCTACTTATATTCGAGCTTGGTTGCTAGTCTGTGGCCCCCGAAATCTCAGTTCGCTGCCGTACGTTAACCCAGGAGTTTAGTTTGAGAGATCCAAATAACGGCCAGTACTATGATACGCTGAAAACAAGCCATTGACCATACTTCGAGACGTCTTCAAGGCTTCTCCATGTATGTCCTAGATGGGGAGGGCTCCCAGGCGCCGCAGTCCAAGTGCCACATTGGCTAGGGTAACTCCCATTATGTGTCTACGTTCATCTCAGGAACGCGTCGTCATTTCTTTCTTGAGATAAGGCGATATGCCGGCGGCTCCTTAGCCAGCAGTTAGAAGTGACCGGAAATGCGCGATTCCAGAAGAGGCCCTCGCTCCACCGTAACCTCGACCCCTCACGCTGTCAGTCTCTGCTGGCCTTGCCTTAATGTCCGATTTTATCACGATACCACTCGGCTTCCGGTCTTATGCGAGTGGTGTATATCGCGCATTTGTCGGGCCTTCCTTTGGTTGTGTCTCTACTTAGCGATTGGTAATTACGTAATTTATCATTTTTGAGGTCCGCCTACAGTATTTGTACCACAAAAGCGCCAGACTTGCAAAAAATTATACAGCAGGGTAACAGCGGAATACAACAAAATCGTTAAGGTGGTTTCACACCACTAGACTCGTTATTATGGGACGAAAACACTCTGCGTTCCCCAGAAGTGCGGTATTCTCCCATCGCTGACTGTTATATTGCCCAGAATACCCGAGCCGTGAGATGCTTCGCGTTTGTAGTCTCAAACCTCATAATGGGCTATGAGCGGCAGTATAAACGTGGGGTGCCATACTGGGACAGCTGGTGTTTCGGTCCGATACTAGTTACTCGGTCAGCGCAGGTCGCTCCTCGGGCCCGTCACTTTAGCTTGCGCTATGGACTTAGAGTGCCGTCGGCCAAAGGTACATTGACGTCAATTGACCTGAGTCTTGCGCCTCAGACAGACGACGTCACCGGACTTCGCTAGTCTGGAGACATGCGGTGACCGGGGCAAGAACAGCGACACTACCGAACTAGAGATAGACCACTAAATCCTTCAAGTCGAAGTACATCTTTAAATCCAAGGACTCGGATCCTTAACATTTTGAATACAAGTTTCGATACTCGTCTTGTTGTTAATTCCAGTTCGCTTCAAACGTTGTGGTACGAGCATGCCGAGACGTTGATATTTCTCTGGCATTGTTAACGCTTTGTGATGCTCAAAGATCCTACCAAGACAGCAGTTAAGTCCAGGCCGAGAAGCGTCAATCGCCAAACCTATCCCTTGGTCGAATGTCGTCACGCGTCACACAGGCGCAACCGGGGACATACTGAACTGCATGCCCGTTTAACTGTCTCGGCTGAATGACAACGGGAAGTAGACGTCAGGGCAGTCGTTGATTGGCAGGTGGGGAACGATAGCCCCGTACCCACTTGACCTTAGGAGTTTTAGACTGTGGCATGCTCATTCGTCACGTCCGCCAGTTATGGAGGGACAAATCTGTAACAGTGTCTCATCTCTAAGTATTAATGTGCAGTAAGTATGCAGGAAGAAAAAATAATTACAAATCCGACGTGGGCTGAAGCAGCATGTGGATTAGAGACTGCGCTTACACTCCCGCCACATCTGGGTCGCACGTTCTAGTCCATTTACAGCAAAGTGGACTATCAGGTTAGAGTTCGAGTGATTAGGTAGAATACTGAGCCCGTAGCGGACCACACTGATCCAACGAAGGGATAAAGGTCGCTTGACCTCCATCCATCCCATGATGAGATATATGTTTAGCCTAGACCCGTCGGCCAGACGAAGTTGTTGCCTCGGCTAGGAACGGGTATAGTACTATGTGAAGCGATGCCCCGGAACTCATAAAGAACTATAAGGTGCGATACCGCGACTCAACAGGAACCACCGTCCCTCATGGGAAGCATGACGTTTTCATGGCGTGATAATGTGTAACAATCGCCGCATGAGAGCACCACGTAGCTGGAGTTACCCATGTCGGCCTGGCGTACTGTTACATCAAGGCGCAGGTAAAAGTCATCGGTCGTTGTAGTTACGGCCACGCCGTCTTACGTCTCATAAATTAAATGCATTTAACTGCTGGCCTCGACTACGTGGTCACGAACACTTTATGGATGGGTTCTAATTGTCTAATCGTTCTGCGCATATCTGACCCCCATACTCGTGAGCCGATACATGTACGCGAGACGACATGGTCTCGAATAACAATACCGGAGCATACCAAATTCGCATGTTTAATAACGGAGCCTACAGGCGCCTATTACTTAATAAACTGGCATCCACTGGCAACCTCCAACCCCCGCTCACTAAACCCCTAGACACAGGCTTGAAAGGTAGATGCTAGCCGGAGTCTTTGCGCTGGTCATCGTACCTGTCTGTAAGCAGAGTGAGCGGTTCAGCATGAGGGGACGATAACCTAATTCGCACTCTAGTGGCACAAGGCCTGTACAACTCTCGCATCACATAGTCGATCGCAACAGCCAAGAGCCGATTGTGTGGAATAGCGTGTACACCCTGTCACGTCATTTCCAGACAGTTCGTGTCAACTAGTGAGTCCGAGACCCGGTCCCACTTTAAATAGTGGCGATACGAGTGCCCGTTTCGTATTATATGTGACGTGTCTGCCTTTGTGCACCCAAGTCCGCTGGGCACTTTCCGCACAGGATTGAAAAGGGTGCCAGGGGGCATACTCCGAGCAAGACGGACGGGTGCGAAAGAAGGAATGAGACTGCACAAGGTAGCGCGGCAGGTCGAAACGAGGTAGAATTTTAGCGTTAAATTAACACCCAGAGGACTCCGAATGCCCCGGCGCCTGGAAACTATCACCCGTGTTACAGGTCAGGCCCAGCATCCTGGCTAATGTGTATGTTTTCCCTGCCAGCCTAAGCAGCTCCGAGGGCCGCTAGGTATTTACTCCCTCTCCAGACCGAGTGATGTCCTCCTGGGTATGGTAAAGACTGCGGATGTGTAGAGCGAAGCACATCATAACTTTGGTGAGAATTACCTGCCACGACAACACGACCTACCCACCTCGCGCATTACGCGGGAGTGGCACCCGTCAACGGGAATATTGGCCATCTTTCATTGAGCGTGTCAGCCCGCCATGCTCGGAGACGATTGCCCTCTATCGCTTGTGACGGACGGCAAGAAACCGCGCGGGATGTCGGGAAAACTTTTACTAGCCATAGCGCGCACTGAGGAGTCGGAGTGGTAACCTGACCGTTGCGCCAACTTTGGAACGTCTTTAGCATGTTCCAAGCCGTCGGTAGAGCTTATGAGACGGACAGGACAGTTTGGGTCTCGTCTGAAAAGTTGATCTAGTTGGGACCTGACCTGAGGCTGTGCGTCTGGCCCAAACCCAACCCCAGTGTTAGCGCCAATTGCAGCCTTGATAGCCGACAAACTGAAACATATACCGGCCAGAAAGGGGATGCCCTCGTGTTTGAAAGGCTTAAAAGGTAGTTTACTCATATGTCGACATTAGTAGAGCTTAGTTTCTCCGCACCCACTCAGCTGCGGTTGTTCGTATGCACTCGAGGGCTTACTGGCCGAACTCAGGACTCGTGAAATTGTGTACCTGTCTTTGCTCTAGTCCGTGTACGTCAGCGTACTGATCTACAACTTTAGTTCTATGCAATGAATAGATATACAATTTTACGTTGAGAGGCGCGGCTCCGCAGTAGTAGGCAACTGGGTACCGGACTTGAGACATGTTGGCAGGGCCAACACGTTTCTGTACTCGTACGTTATGTCAAGAGTCCGCATATTAATGGTTACGAGGGCAGGGTACAGACGAGCTTGTGAGCCATCGCAACTTAGACTGCCACTGCTCACCTGTTCCGTCTACGCATGTCACGGAATTCAATTTTTAAGTGCATACTTATCAATGCAGCGGGGGCCGCGACAGGTTATTCGACTTAAAGCGCTCACTGTCTCCCTCAACTCAATTTTAAGCTTCATGTGCCCTTGGCTTGTCGTCGTCGTTATTCTGATAGCGCAAACAATTCGGTCGATGTTCTCACGAGACAGGCTTGTTCCGAATTCGCCGGAATCGTATCCGATCTCCTTGCATATATACGGCGCTCCACTGTTCCTTGGTCTTCAGCATTGCCCTATCCAATAACGTCCCAGCATCTCGGAAACGTGCAAGCTGCCCCTGTAAAAAGTGCGGCGATCTCGTTATGGCTTACGAGTCTGCCTTTCGACATGTTCTGACATCACTCTTTGGCTGCTTTAATATGTCGGCTGAATCACCACAGGACTTAGACGACCTGTGAGCATAGAGAATATCAAAACTATCAAGATGTTCAAACGCTTCTTCCTCCTTCAGGAGCCCAAACACGGTTGGCCGGGGTACGCGCAGTGACGAGACTGTTGGGTTACGGAGATAGAACATCGCGAGAAAATGGGCGGGACTTGTTCAAGATAGCTTTATAATTTCACATCCTATGACTATTTAGAACAACAAATTCACCAGTTTTGTACTACTCAACGAGTAGAAGGAAACGTAGTTGTCGTGCCTCGCCAAGTCTGTAGTCCTCAGCGCGACCCGATCCAGGTCTGATTGGAAGGAATGGGTTAAGATAGAGCATCTAAGTTGTCAAGAGATGATGGTGGGTCAACCTCGGAGAAACAGGTGCCTAACAGATGCTGTCGAAAAGACTGCCAAAGGTGGCTCGGT +GCCGGTTCCGAAAGCTGACGAGCCGGTATCTCGCACCAGTGTTGCACACGTCCCTTTGTGTGTGATTCTGACCTATACACATTCAGCTCAGCTCTTCTCACCGTCGGCATTCGTGTGATTAGAATAAATCCCTTAAGTGTGGACCTCTTCTTTAATAATTGCCCCGCTCTGACTGTGTTCAGCAGCTGGGGAAAGCGACATACCTTCCGATTTATCCGAACTCCATTGTCTTCACCTGTCGGCGGATATAAAACGACGTATGTCGCGCTCTGTAAGCAGAAGCCAACCGACCTCGCGATGGGAGTAAACGCGAGTCGCGCGTGCCCGTGGCAAGTATTAACGGGCCTATCCCCATGCCGAAAAAGTCCTGGAAATCGTGCATTGAGACATGATTCCTGTGACTCGGTACCGGCCACACTAACCAAGGTCCCGTATCTGGCAATCGAGGGCTGGATGTCCATTTGTGATCGACTTGGAAAGGACAAATAGCCCAAAAGCTATTCTTTCAAGGGGATTCGATTCCTCCAAGTAGTCGGCTGCGCACCTCGCCGCGTAACAAAACGTGCGACCGTGGAAGGTTTCACCCGGGTTGAGGTTATACGAAACAGTAGGGTATCGGTGCGGTACTACTGTATACTTAAGTGCTGGGAGAGATGCCCGGCAGCTTGTTTTCGGTCAGACAAACATGCAAACCGTCGCCCACGGTGAAAAGCCTGCGCGGGTATCTCACGCGAAATGCAGGTAAGGCAAAGGTTGCTTCAGTGGTTGGATCTGCTATCCTGAGGTATGACTTACGACAGGATCTACTAGCAACGGATGTTATGCCACGCAAGAGCATCCCGCGTTCATTAGATCCAGGGTTTGTGTACACTTGGGGTTCTTATTCATTTGTTGCGACGGCTGCGAACTTGGTTGGATGATCTGACACGTAATGCCGCGCACAACTTCGGCCACTAGAGCTGCGAGAGTTAACAAGTATGGCTGTTTGTGTTAACAGGTGCTGGATAATAGGGGCCCATAGGATTCAGTTACTTTAGTCGTTCCGGTTTTAGGACCGCTGCTTCTGCCGGAGGGACAAATTCGCGTGACGTTGGACCGTACTGACTCGTGGGTATGAGTGCGCTCGATCTTGTGGCCAACGGTGTTAAGAGTGATATTTATTGTCCCTCCAAATGATTAGTTGGTCTGCGGCCCATTGGCAGCCGACGAGAACGGATCTCAGGGAGCTCTACGGGATAGTGGTTCGACATGAGATGTCCAAGGTCATACGATATGGCTTCTGGCGGTGTCGAACTGCGGTAGGCGCAAATCTGAAAGAGCCCCGGAAATTTAGGCATGATCGTTTTAGTTTCCCATGAAGTAGGGAGGGTGAGCAGAAAAAAGCCGCAGCGGGAACCTTTTCTGGTATAAAAAGCGCGGAACGTGTATTATTGTCCGGATTCAATCGAACACGTCATGATGTGCGAGCTTCGACGTTCAAGCCACTCACCTACGCTTACGTGCTTTTGAAGTCATTTCTCTTCAGTACTGATACGACGTGTGCCGCAGTTAGTCTCAATAGTTTCGATATGACACACCTCCTTACTGGACGGCCGTAGGCGCCACGCGTATCATCCTTATCGGGAACATACCCTCGCGCCTCGACAGCAGACCGTGTCGGGATTTCGCAATAGGAAGTCTCCATAACTGTCAACAATTGTTCAGTCTGAAGCGGCGTGGCGACGCGTCCCACTCTTGGGGTAAGTCCGTTTCTCACTTGACTGCACAGAGAATAGGGTACTAGGCTACGGGACACGGGATACTAGGGAGGGCGCAAAAGTGATACCTATATACTAAGGAACTCAACCAGTTCATGCACCTCCATCATTTATATCATTCACCTGCGATTCCGTGTGTTCTTGGTCTACGGCAACGCTGCTAGGTCCCCCTAACGATGCACTGCTTACTGGGGCACGCTTTGTTTGTTCATTAGCACCGCTATGCATAGGTCCTCAGATACTTGCCGTGACGCAATCATATTCATGCGTCGCCGTTTCTCGATACATGATGATAAGTGATTTACCTAACTCATCAACATGTCGTGGCCCGCCCCGGAGTGGAGCGGGAGCGGTACCTTTACAGTGACGTAACCTTACCAAGGGCTATTTTTCAGAGGGACTCGCACCGTGGGACAACTTCGTTTCACTTCCTTAAAGGGCACTCGTGATCGGCGCGGGGGATCAACAGATACCTGATACGGTATGGCAAAGCAACAGCTGCTTGGGGGTTAGTCCCATGATCCACTATATGGGGACATTAGAGGGTTGTCTTTCTAAAACAGTGAAACTACGAACTAAGTGCGCGGGTGGAGAACCACGAGATTAAGACAATGGCACTATGAGGATTCCGCTGAGTACAGGAGAGTCATCTCCCAGCATGGCGCCCAGGAACAGCTGTTGATTGCACGAACGCAATCAGACGGGCTGATGGTGGGTGAGGAACGACGGCATTTCCCAACAGATAGGAAGGTTTAGTCCGTCCGCGAGGCAGTAGATCATATGTGTGGATATCCGTTTCGAGCATAAGCCGGACGTAACAACAGTTCGGTATCGTAGTGACAGCGACGCGTCATTTTAGCTGACAAGTTCTAGCGAGTGTGCAGCAGACAGCTTGATCTGGTTAAGATGGGAATTCTGGCGAGGTCGGGCCACCCCTCCGATTATTGGCCAACGGCACTGTCTAGAGGGTCGTATGAGACTCGCTCGAGGGCTGGGGACCTGTTGTCGGGACTTGTACTTTCCGATCTTGATATGTTTGCCGTCCGAGTTCGCGCCCGACCACCAACAATCGGCTATTGGTTCAGGGACTCGATAATCCTCTGTACTTCCGACTCAGTAATCTTCTAACCAGATCAACAGGTGAGAACAACTGAGTAGACTCAAACCCTGACCGGTTGCTTGGCGCCTTGATAATCGCTCTTTAGCACACATTTCGATGAGGAGTATGCGAAGAAAGCCGGGGGCACGATTGGTACTAAATACCCGCTTGGGCAAGCGCCGAAATAGGCTTAACGCTTAGGGCATGGCAAGGATTTTGGCCGGCTAGGATCTCGTCAGGCGCATATGAGCCTAACTAAGCTTACGAGTTCAGTACAATCTCGGCTACTATCTTGCCGACGCCACGCCTCGTGCCAAGCAGCGGAATGTTTCCCGGATAAAGTTACTCTCGCGAAGATCAGAGTGACGTCGAAGTCTTGGAAAGCACGAGGGTACCATAACTAGCTTAGGTTTACAATTCGCTCGCTTCTTGGTCAGCACTAATAGTCCTGTACCTTAGAACTGAAGTCTACTAAATACCTACAGGTCTCCTGCGTCCGTAGAATAATAGAAGCACATGTCATTCCGTGCGTAGATTCGATTAGCATCAGCCGACTGAGCCCACACCAGAAGTCACGAGGGAACCCCTCACTCGCCTGCCGGTGTATCCGATGAATGCTACATTTACGTGAGCTACAATCTTCGACCTTCTCGGACTCAGAAAGACTAGGGCGTTTCCGCTGGCCTTACTTGAAAACTCAGAGCTCAATTCGCAAGTATCAGTAGTCATTACTTTGATTATCTACAGCAGGAACCTCGTACAGATGTACGCATACCAAGCGCCTGGGACGCGTATTGGAAACAAGGCTGTAACCTAAGAGACAAGATAGTATCCATTCGCCGGGAGGCATTCAACGACTTATTGATCTAACCGAATGGATGTAGAGCATCAAATGAGAATAGCTGCGAAGAGGCCTTTTTATAATTCCTGAAACTTTCATAAGTCTGCGGCTGCACCCTAATACCAAAGCAGCGGTCACATGTCATTCCGGGCTTTTAACCAATGGTATACGTAATATCGCTATGATGATTGTACGGCGGCTCAACACCCAGCAGACCGCAGAAGGGCTCTAACCCGGTTTTGCAACCCTTGGTGCCAGACGCGTTAGCTGCTAGTCTCTTACCAAGGCCTGTCCTAGCCGTGCAACCAGCTTTCATAGACGTCTCATTCACCGTCTCTTTCTTAATTAGACATTTATGACTGGGCACTACTCAGCAGCAAGGCCCCGCTGGTCACTCTGCACTATCAGGCTAAAGGCCTCTGACTGAACGCCTCGTGTCACCCGCAATCACCTGGGAGGGCAAACGATCGAGTGACGCCAGGCCAATCTCAAGACTGCTATAGGGTACCCCTTTAAAAGTGGTAGAACGACGAAAGTCAAGGACCAGCCCCTTAAGCATAAAGAATTAATAGCCATGTCTAGGTTGCCTCCTCTAGGAGGTTCCACCGAGGACAAATGCGAGGGGTAATTTTGACTGGGTCAAGCAGATTTTGGCACGCCCAAACGAAAGTCTTTAAGCAGATATCCCTGGCGTCACCAGATTTTTATCCATGTACCCTCTGGGGAGTGTGGGCGGCGCGTCGCCGTTTTATCGCTTATCTCACGGTACCGATCGCTGATCCGGATGTACCTGCACTACCGACGCAACTCCCGTAGTGGTTTGCATTAAAGTCACTACAAGGCCCCACTGCTGACTAAAACGTGGCCTGGTCAAGGGGAGCGCTGGTGTTTACTGTAAGTTCCTGAGCTTTACAATTTGGGGGTCCTGGCGCTTCGATTTTGTATAATTTCGCAGTGCGATACGAGAAGAACTTCGAGGTCTGTAAGGCCGAGTTGGATAATCTTTGTCATTACGACCTTGCAACTTTTTTATCTTCGGTGGGGAATGGGCAAGCCCAACAACTGCGTTCGGACCAGATATCATTGAATCCTGGGAACATGTCGCGTTTGTGTACGGGGCTAACTTGTATTTTCCATATTTTCGTTAGCTTATAGTACTACGTCTCCTGCGCATTATAGATCCTGTTGCGTGATTAACTTTCAACAAAAGAAAGATCTCTGAGGTGTATGTTAATCATGCGTGTCTGTGAGCCAACTTCTCCGGCCTGCGAACTATGGGCTCGAGGCCGTATATCGCCCTAGTGCTCAGACGCAGTGACATCAACGTGACCCTCTCAACTATGGTACGCGTCAAGCTCATTCCTGAATCGTCCCACGCTAAGCCTATGGTGCCTATTCTATTGAAGGTACTCACGTCGGTGACTTCTTGTAGGTTTCCGGGGTTTGGCCAATCGGCTGAGCCAAATTGACATAAGAGCCACGTTAGAAACGGGGGTGCCTTGGAGAACCCCTTATATTAAAGGTCCGATATGGCTCGTGAAAAACTAATAAATGTAAGCTTAGCGCTCACCAGGCTGCTCGTCCGCGGATGTAACGCATCGCGAATTGCGTTGCAAGGTGGCGGCTCTTACCGTCGTACATCTCGTGCGCACTGTCCACACGGACTTAAACTCAAAATCTCCACTTGCATGGCAGTAGAAGCAAGCATACGCTGGTGCAGCGCTTAGTGTTACACACCTCTCTGTCCGGGCACGTAGCAACACTAGTCAGGTTCCTTTCGGGGACCCTTCACCGAGCTTCCGCCATAATGGCCAGGGTCGCGTTCTCTGCCATGCACGACAGTCTCAGAGAGATCGTGCGTGGTAATGGTATGTCGACACTCTACAGATAGGGCGTCCGACGTACCGGGTTGATGCTCGGCCCTGTTACCAGAAGCCCTAATGAGAGGGAATCGTAGGCTACGAGCCATCATATATAGCGTCCAACCGTGGTACTGGCTCGACTTCGTTTGGCATGCCAATTAAAAGTCGCAGGACTTCTGTGATGGATTCTGCTTGGGTATATCACCAGCTGTTCGGGGGACCGCAAAGACGAAACCGCTTCGTAAGTGACTGGCTGCTCCAAGCAAGTGGGTAGTAATTAAGGTTGGCCTTGAGAAGGTACGTGATTAGGCTCTGCCCTTAGGCAGGGCGTTAGCCGAGCTTAAGTCAAAACTTGTGAGAGCTTAAAGCGTACACAATCAAGGTGATCCGCAACTAGATTGTAAACCAATAAGGAATTCCCTCGACTGCGGAGGAGTGTTCTATGAAGAGTCCAACCTAGCGTAATTAGGATGATACTTCCGTTTTCAGGTAATACGTCCCGAAGAATATCGGACCTGGCCGCCCGTACCCTTGTGGAGGATAGTGAGCGTGCCAGTTGCAAAAGAGACCTCAAATGAGAGGGTTGGTGCAGCCTTGGATTAATACTTCCTATGATAGGTTGGATCACTCCGCCGGTCCAGCACTACAGTTGCCTCTATGCACTGTCCATCGAGAAGCCCAATGGTACTTAATCTGACTCACTCTAGCGTTTATCGGGACCAGCGCTGTGTTTTCTATCGTAGTTAGGGGATTGACATATGTTGTCCTAGGTGATGACCGACGTTGAAGATAATTAAATCGGCCGAATGCGGTAGGTGTCTTGAGCATCAAAGGGCTGACAGATTGGGCCTCAGCTTCGCGTGAGACCTGGTCGGACCGGTGTTCATCGGGAGCCACTCCGAATTTAAATGTCGTTTTACCTGAAAAGTGTCGTCGTCGAACTGTTCGTCACATCCTGTTAGCTGTGCCACCGCAGCGCAACCCCTGCCCAGAGGTCAAGCGATACGCTTGACTCGGTTACAGCTCAACCTTAATAGCGCAACCATTGGTTATGCGTGTAATTAAGCGATAATGGACGTACGACAGATCAACTAGAGAGTTTTTGGTTAGAGAAACTAAAAAGAACCTCATCTTCCCACGTGAATCCGCGTGTGTAAAACATTAGACTCTGACGAAAGTCAGAACTACAATATTAGTGGAGAATTCATTACATCAACAGCCCCCAGTACCATCCTCTAATACTTGAATCGAGAGTCCTGGCTCTACAACATCGTCATCAAACTAATGCGATTTCGAGGATTTCCTGGGTTTTCGACCGTTGTTCAGCTAGGAGAGCGATGAGGCCGGGCGGTCGCCATCCGACAATCGACCATTCCGAATGTTTCCCGCGTTGCTTCAGCCTGCTATCATCTGCTAGCGTAGTTAGGCTATCAGGTGCCTCGTAAGAGTTGAGCTTACATCAACGTCCCGATCTTCGATGAGGGACCATGAATCGGCTTGGAGTACAGCACCTTATCGTACACACTGGTGCCGTATCCCTGTCCGGAAAACCAGGGGCCCTGTGGACACTTTGCCCTCGTCTCGCAATCCCCAAATCCAGCTGACTGACAAGACCCGGCTATCCACACTCAACGCGGTGTAGGAATGGGAGGTTTACACACCCGAGATGGGTCAACAGAGTTCTGATTCCAGTCCTAGGTCCGGGGATCCGCATAGAAGCCGACAGCAAATCCGTACATTCCACCCACGTTAGACGGGTGGTTACTATTTGCCTGGCTATGTTAAATGTGCGGAGAAGTAGGCAGAGTTTTGGTTTAGCTCGCTTAAATTACGGCCGACGTAAGTTCTGTTTGATCCTCATGCGATTTAACAAGGACAAAATTGATTCTCCGTTAATATTAATCGGGATGATGACGACATGCGGCTGATCATGTCAGTCCGGCATGGAAGTGACCGATGAAGTGGCTCACTGTAGTTCTTAGGCATTCGCCTACGTGGATTAGTAAGAGCTTAGACCTTACAAGGTCACGAAGGTTTGACATACGCGAACACGCTAACCCACGTTGGTAGCCGCGCGACTGGCATCCTGGCTATGAGCTTAAATGGACTGACACGTGTTCGCAGCTTTAGGCGTACCCGATGGTACTTATCTAGGGCCCGTATGTAACCGCACATCCGCGGGCGCAAGCGCCTAAGAATCGCCAGCCTATGGGACTACGCATTTATGAACGGTAGCGACGATAGTCCTTTCTTCTTCCTCTGTGTGACTCTTAAGAGTACTCCGTCCAGCCGACATAACTGCTGCCGTCGCCAGTATCAGTGATTCTAGCAAGTTACGAGCCTCATGACGGCCTCAAACTCCTAAGACAAACCATGACGGACTCAAGCCTATATTCGATTAAAGCAACGGTGATTATGCCCCAGCAATAAGAATTCATTGGTAGGATGGATAGATAAAAAATCAGAGGACCGACCTGACCCCGACCCCGCCGAGTTTGGTTTGACTATACCGTTTACAGTCTGGGCCGTACTTTAATAATGGGCGCGTCATTACCGTTATTGGTCTAAACAGTGACTGCCGCAGTGCGGGGGCCCGAGTATTTTCTACGGGCTTATGCCAAATCCAACGTGGTCCACGCTCAACTAACGGGTGCATGCACAGTAACACTGAATCCGCGATATGGCTCTCGAGCAGCCGGCCTGAAATCGACGAAACAGACACTCGCGTACCGATTCTGTCTCATCACGTCTTTTCCAACCCGTGCGTCCTTAATAGACATTATGTATAACCCTCAATAGATCCAAGGATTATTTCTTCTTGACGCCTCGCGCGAGTGATGAACTTTGGCCGAGTGACCGTGACCAAATAACAAGATGTGTCATTACAGTTGCTTTAATTATCCTAGGGCCCGCCGGTTAGGGAGGTGGGGTGACCAAAGCCAATGTGCGTTCCATATGTGCTACCGCCGAGACTATGTACGAGAACATTAGATGGAATCTAAACACCGACTGCCGGTTCGTATTGCATCGTGTTATCCCCGCAAGGGCCAACAACTGCTTAGGTGGGTTTCGCCTTTGCCGGTTGATAGGAGATCTCTGATATACGACAGTTCGTTGTACCCTGAACGAATAAGCGCGTGAGCGACCTAGAGAAACAGTCGGGTCTCGCCAGTGAAAGAACCGGCTTGCTAAGGTACCGTGTGGGTTGGTGTACGGACAGCCGATCACGGCCGTTATGTCCCCGTTCACGGGTAGGCGAACCCACCCATACCCGACCCCTAACTAAGGTGTATACCGGCCGTTACTCTCTGCTACTATGTCCACGCGAAACGTCGCCAAGTTATTCTAACAGGATAGGCGGTCGATTCTATTTAGTCCTCTTTCATGTGTCCGGTTGTAGTACGAACCGCTCCTTCTCACCGTACTATGACCCTAGAGAGTTTATGGGATAGCTTGGTGATAGCTGTAATGTTCAGATCCGGTACGTACCCCGTGCGGCGCAGCGTAGGCAATTCCGAGACTCTTACCGTAAAGGGCGCTACATCCCTCTTTTCTGCCAACACCTAACGCAGGCGTTTTAGTAGAAAGCCTTGAAGCATTGTGACAAAAACTTCCTCGCTTAGGCGAGTTGCTAGACTACTCAGTCGCTAATAGCGCCCCCTTAACACCCTCTTAGCGACGACTTGCAAGGCGCCGTGTAAGCTGCGAAGCGTGGGCTTCGCTATCTGAGTACCAATGATCCGAAAGCAGTGTTTGCGCCCACTCGTCATACCTGGTCATTAGTTGGACTGGAAGGGCTGCAATTTCGACGACCACTGGCGATGAGAGTACCAGATGCCTTATACTGCGAGAAGGCATAATGCTACGTTAGGCGTTCCATCTACGGTGCTTCCAAGGTCCAAACGTAACCTGAAAGGTCATCCAGGGAGAGGATTGGATACTGGTTACGGGCTAGCGCGCCATGTTCGTAGCTCTGAAATGGCGTTTGCGTTGGCGGTCGTATTCTCGTGGGATAATAGCGCAAACTGACCACCTTACGTTACAAGAAGGCAACCATCTAGAAACATGCGCCTTGAGGAACGACAGGATCACGCCACCGTAACTATTGGAGTTGCTATTACACTCTTTCCTCCAACAATGAGGACATGTTGATTACTTCACACGCGACGAATGTTTTTCTTTATTAAGTCGCGATTGACCACCTCAGAAATTATGTATGTCCCTCATTCAAGGCCTGAATCTTCTGATCTTGAAGCCCCGGGCCATAGTCGAACCATGTCCTTGTGTCTAAGGCTGAACACTAGCGGCCGGTGGCGACTACTGACGGGGAGAATGGGCTTACTTAACACACTAATGGGACTTGTGACCGCATTTGTATAGACGCGCTCAATTACTGCCTAGAACAGCCGCAGTGACATTAAGAATATCGTCCACTAAAGGG +TTGCCTCAAAGCCTAGCACAAGTCAGTGTCGGACAGCGTCGCTACAGGAAGCGGGGAGCATTGACGTGCGATAATCAGTAGGCCCAAGGCGGCCGTTCGAAGAAGTCTGCTCACGCCTTTCCCGTAGGGATGTAGGAACGCATCCGTTCGTGACCTCTGTTGCTGACTAGCGTCACTTACCTAGACGCCACATTTGTACATTTGATTAGTGAGGTTTCAAGGCCCCTCGAGCACAACTCTTTAGGTCGAGGGAATGGTAAAGGAAGCCGTCGGCACAGTCAGACGATATTCTGAAGTCACACATGAATTTATCACAAACTAGTTGTCGCCTCGTCCACAACAATCCTCCACGTACGATAGCATAACCCTCCAGCTTGTAATCTTGACTACCCGCCGGGTGAAGGGGCACCCCTAAGCCGCTTGGCAAAGAGGCACTTGAATCGTGGGTAAAATTGATTAGTGCATGTTCAAACGATAGGCGTGGTATTTTGTGATGGTCTTCACACACTTGGTAAGCTGCTAAGAACTTGTTAAACCAGCAATACAGGTCATCACGCGGACCAGGATACCCCGCCTCAGCGTAAAGGCCCGGTGCCGACAGTGACTATATAGGCTGACTCTCAGACTTGCTACCAGCCCGAGCGAAAAGAGCGGTGATGGACTGGAAACCGCATAATCCCCTTACGTGGCCGGACCACCCTAGTTGATACCCAAGGTCACGCACGCTGTCTGCGGCCGCCTGTATCTGGTACCCTTGGGCACACTGTCCAGAGGCGTAAGACTGGTGACAGCCGTCCGGGGCTCTATGAACCGCTAACCGCAATGTATGTCCCATACGTGTCTCGGCGATAGTACCAGCTCTATATTCGTACATGGGACGTCCGGGAGAGCGCGCGCCTAATCCTAACACAAGCTCATTACCGTAACGCCGGCATAATGCATGTACAACACTGAGGAAAGCTATTATATGCACAAGCATTCAGTCCGGCTATGAGCCGCAATCCTCTCGGAATGTAAGGCCGATTTCACTCCTTGGCGATACTTATAACGCGCGGACTCGGTTCGGATACTCGGCGGCGTAAGCGAGTAAGTTGCGAGCCTCGCATAGCGGCTCTCCCCGCTCCCTTGCCTAGCGTCGCGCAAACTGGATCGTTAAGTTTCGTAACTCACACCAGGTACTTTGGGGTAGGTACTACCAGCGGTTGCGGCACCTAACGTGCGGCTGGCTTTCCGACCGATAACCACCCACACTGTTACAACACGTGAACAACCCGCTATACTCCGCCTGGAAGGGGCTTGTTTCCGGCTGCAGTGCAAATGCTCTGTACGTCGTGACCCATGCCCAGGATCGCATAGTCAGCCAAAACCGGCCATGAGCCCGTTTTTGGCGCGACGAGAGATTCTGAAACCGACCTACGTTAACCGACCCTGAGTACAACGCATTCTTTCTGGAATGAATCACGTCGAGGCCAGATATTTAGGTTGGGTGGCTATGCCGAAAGAGGAGGTGTGAGCTATGTGTGGTCAATACAGCGCGCTCATACCGACGGCAGAGCCGGATTAGCTTTCTCCGCGTTTCCGTCATAGAGCCCAGTGGTCTGGCCAACTTGCCGTGCTCGGGATTTTCCTTCGGTTGTAGTTTACTTTGAGAGTAGGATATTCCCCCTAGCACCCTCATAACCTACGTGCTGCCAGGCCTTTTCCAAGCATGGAGGCAGAGCGTTGCCATCTTCCACCTGGGCATTTATCCCTTAGGCAGCCGAGTCACATTTATGTGTGTCTGAACTGCCTGATCTACACATAATTTCTGCAGACGCAAGGTCGTGCTTGAACCCCCCGCTACCATACACAGCCAAAGAAACAGTGTATGGGGAAGTCATGCCTTGTTCAAGCACATACGTAACACATGCTAGAAGTACCACTGGAGCCAACAATAGAAACTCAACGAGACGGCACCTTTATAAAACGACTCCCGCTCCCCTAAAACGACGAATCCTGATAACCCTTAACGGAGTATCTTGCTTAACTTCGTCACGTATACCTCATGTAGGTTGGTGTTGCGCGGGCGTAGCGGTTCCGGTCCTTATGAGCCCGTTCACCCAGATCTATCTGTAGTACGAATGCCCATGGATTGTGTTTGAGCAGATTCCACAGGGTTCGCGGCCGTCCTACGGCCGCATGACTTTCTGTCAGTCTCCAGCAATGGAATCAGCCCCATATGCAAAGAGAACCCCCTACAATAGACAGGTGGGTTTACTTGAATCGCCGGCTCGCGTCCGCTCTGAGTCGGTGGTACACTTGTCAAAAGCTTAATTAGGGAACTTCTAGAACTTTAAAAGCTGGACCATAGACATACGATGCCCACCCCGTGGGCGTTTTTCTACTCTCCTATAGACACGTCCCTTATGTGGCGGGGTGTCCACGGCTTGGGTATGTAGGTAAATTTGTCCATGGCATCTGTGCACATGGGCTGGTCGCAATCTCTCGTGGCCATCGACATTGTGAGATACTTGTCGAAGGGAAGTGCAACTTTGGACGTCTTCGTTCTTTGCTGATACTATTAGCGTTCTAATGTGCAGCTATTGTGTCGAACATGTGCCGGCCCATGCCAAGTAAGGAAAACGCAACTGGGCATGCTCGCCTTATTTGAATACCGGGTCAGTGTTAAGGTATTTAGTACTAAACCGTTGCACCGACTCACAACATGGGGACGAGACCTCTCCCTACATTACAATATCTCTTTGTGGCTGGTTAAGAGGACGCGTAGGCGACCATCGCTCTGCTGCCTAATCTAAGCTCGCCATGTCCAATAGATCCACCCATACATGTACAGCTCACGCCCCACAGTCTCGTCTCCGTCTACCCCGGGCTAGAAACTATGGGGACTCATGATAGCGCAAGTCCAGGGCGCACTGCCGTGCGTCGCGCGGGCGTGTCCCGTTGATCGCTCAATTCCAATTTCCGAACCCTAAGTCGATTTATAATGGTTCTTGACGAGACGAGCTATTAGTAGAACTGCTTCGGGTATGCCACTCCACCAAACGCGACACAAGGTCCTAAACAGCGTCTACTCTGTCGAGAATGTGACGACTGGCTACCACTATGGGTATCAAATTGAACAGAGACGCGTCAGGAAAGTCCCGCGGCCGGGTAGGAAAGTTTTGGAGTGGAAATGGGATCGCAGATTATCTTCTCTTAGGTTTTGCGCCCGATGGTCCACTTAATGTGTCCGAAGTCAATGGACCGCTAGCTGGTCATATACGCCACTAGTGATAGGGGGATGGGGAGCCGGGCTACCAGTTAATCGGTCCACTTTCAGTCCCTGCATGACCAGGAACGAGTATTATAACTCGCCCGCACGGTTCCTCGCCACCAAGACGCAAAGCCATGCCAAAGCATAGACTGGTAGATACTATCGAACGGGTTACTTCCTGAGAAGTACTGCAGGGTTTCCCAACCTCGCCCCTGCCCGTACCAAATTTTAACCCTGAACCCTTCCCTTAGACACGAACTACACGCACCCTTTGTAAATTCGTTGCCTGGGGAGATTAACGTCCGACGCCCGTCGGTTCCGTTGGTCGAGTTGCAACGGTTAGTGACCAGTGGGCAGTGTCGGATGACCTAAAGTTTCCATAGCTACCTAAAGTCGCGTTCTAGGAGGCTGAACCTCTAATCCGAGAGATGGTGCGGTATGTTGACCCCGGCATTCGAATAGCAATGTGTGAGGTTACCCATGCTGGGTTCTGTTGGGGACACTTCGTTTCTTACGTACGTGGCGGAAAGCGTTGTCATAAAAACCTACATATGGCCGGCCAAATGAATTCATCACGTCTACTTTGCAATGCTGGTCGAACCACGAGAAAAACTACCCGGCCAAATACGACAGGCCTACACCCTCCCTGTGTAGACCCGAGAAATCCGGTGTCTTTCAGTACTATAGCGACACCCATTTGGGGACCTGGGGGTGTTTCCCGTGTCTACGTTCCGGTACGGACAATTTTCCCTATGGGTTCGTGACATCGCAGTATGATGCATCCGTACTTGCTCGACCGATGTGTGCACAGGTTAGGATGTCTGGCTATGATAAGAGAAAAGGTCGCATCGGGGCCACCTTGTAGCACCAGCGACATTAGATCTCTACCGCACAAAGACACTCAATAAGCTTACGGATTCCCGTCGTATCACACCCCGCAACTAGGTTGGAATTTCGGCGTCTATCCATTCACCCTTAGCTTGGGCAATCTTTGTGTCTTCATGCAGCAATTTCGGGTTGAGGAAGTATTTCTTACAGTCGGAGATATGTGTCATGGTTGGGAGGATGTTTGGAAGACGGCAGTCGCTCAGTTGCGGCCGACAGGACGGACTATGGGACTCTTCGAACGCTGTTCCTTTGTCCAAAGTCAGTACCGGCTATGTGGAAGATAAAGACGTCAATAACCTTTTATGTGAAGGCGGCTAGCTCGACGAGTGCTGAACTTATAGCCCAGACCGCGCCATGTTACTGGTACTAAATGCAGACACACACTCCCAAGCTATTCATCCTCTAGGCAGGATTCTAGACTTTTAGGCTCTAAAACGGGGACTAACTCTATTAGGACCCATCCACCCAAATAGGCTTCCTGAGGGCGTTATGCCTTTCATCTAACCTCTAACATATCTGATGTCTGATTAGCAGGGACTAGACTAGGCCAGCGGGGATCAAAGATAGAGCACGGAGATTCTGTGACCCATGAAACTCTAACAGTTGCTGCCCTAAAGGCGCTTGAACGACTCGCACAGCGTTATTCTGTCACCATGCCACTATGGTTGGCCGACCATCGGTTAAAAGCGTTCAGTGGTCACGGCAAGTGCGCATGATCGCCCTCTGACGCGATAGTCATTCCCGAATACGCTTAATTCCGGTGCAACGCCGTTTGTTGTCACAAGCACGCAACGGGTAACCTAAGGAGCATCCTCTCCCTTCTCAGATGCAAACAGAACCCATTAAGCGACGCAAGTACCCGGGAGCATGCAGAATCGCATGTCTTTGACAGAGAACCAATGCGTCGCATGACCCACCTCGTAGCAGTGTTGCCCCTTGATAAAGGCTTACCACAGGTCCGCTTGCAGATGTTTACCGCATTGTCGCTCTCAACTTGACTAAGTTTCACTAAGTATCGTTCATCCTAAAGTAGGACCGGTCGAACCTTTTTCTGTCCACGGCGATTGCCAATTCTCGTAGGTTGGGAAGCGATCCGAATGCAGACCCACGTAGGGCCTCTCAAACGGGTGCAGTAACGCGCAGATCGAATAGACGGTAATGCTCCACGTGAAGTCGCTGGTGATTGCTTGGGAGTCGATCTAGGATAGTGCGCCGCATATGTGGCCTACTCCAATATTTTGACTCAAGTCGCCAAGCTGTTACTAAAAATTGTCGCCGACAGTCTTACTGCGTGGTGGTGGTCGATAGGATGTTAGGATGTCCGTTCGGCACCGTGCTATAAGTTGCGGCCCGGACGGTCAAGCTCTACTACAGAACGTAAAGGTGACAAGACCGAGCCACGCCAGCGAAGAAATTGACTCAAGCGTATCAATGGAATGCAAGCCGCAGGTTTAGAGGCGTGGGAATCACGAGCCTTGACCTCATACGGGAGATCCAAGACCCTGTTCGTTTTAATACGTAGCACGGGGAGACAAATTGCTCCTGCGGGAGGTTTCGCTAGGCAGCAGCGAAACAGGTCCATATTAACGAGAGTACACTCATGAAGTTCACGAGCTGGCATTCCGGTTTGCAGTATGAGAAAGAGAACTCGGATATGTTCGACAAGTTGGATTGAGTATTCGGGCGGTGCCCGTCGGCCCAGAACAGACGAGAGCGATGTAAATTGCGATTACACGCTTGGTAGCGAGCTGGTGCGATCCGAGAATTGTGACGCTATAGCTATGTCCAAGCTTTAAGTGCGGGCTGCTGAAGATAACGACCCCACCCTAACTGAAGGCGCGGTTGTTTGTATCCAGTGGTGTTAATTGCCTTATGGGGCCGGATACGTTATCAGGAGGGAAGAACTGACAGTGTTTACGACGCGAAGTGCTGAATGTCGCGCACATAACTAGCGCGGAGCCGAGGTAGCTTTATAATCCACGTGAACTAAAGGAAATCTACGACGCGGGTGTGGGGTAGAAGTGTATTCGTGCAATCGCTGATATGTGGCGGTCCTCCGTAGCCGGCTAGTTTTTGCGCAAATACATTGCTGACTGTAGTTGTTCGGTCTTCTGGCTCCCTATTCTCATAATGTGTGCGTAGCTATCTCGAAGATTTCATGAGATCAGGTCGCTGCTAACGCCCCCCCTCACGTGGAGATCGGGGAACCCTTGACAGGCGAGTGCCCCACCCTTACAATCCGCATGAGCGCGCCAGTCATTCCGACAACACTTGTTCAGTTTCAACGTTGGTATGACGCTTGGTCGGTGAGCATCACAACTTATTGAACCTATGACAGATTGAAGGATTAAGAAGTGGTATTCTCCAGACCAAGAGCACACGTCTCAGAAGTATTCAAAACGAGAAAGCGGTCGCAAGGAGATGTTAATCCCTGTATAGCGCAATGATAGTTTTGTGTTGACTATGATTTAGACGATGAACATAAGTTCGCGACGTATGTGTCTATATGATTCTACCTATGGCGTAGTACGGAAGAAGAGTAGATGCCGGAACGTAGCTTGGCTTATTTAGGAAGTTACCTCGATCCGTACCTTCGAAGTCACCCACCCGTATCCTTGGGTTAGTCCTGAGTAAAGAGTCAGGATTAGCGCAGCTCTCCCCACGACAAATGACAACTCACTCGCTCTGTAACCCTCTTGTGATAAACACGCCTATTGGCCTGGATCGGCAGAAGACTGGCAAGAACTGAAAATGCGATCGATGACTGACCCGCAGGGCAGGATCTAAAACGACACGTTTCCCTGCGAAACTGCGACTACTGTTTACGTACCGTCACTCCTGAGAGTCGATCGGCGGGAGTGTCCCGGATAACATGTGACTTGGGAAAGATGTTTAACTCCTCTACCTACATCTCTACAGGAAGTAGTGGATGGGGTTCTCGTTGAGGGTCCTCTTGGGACTTTGCCGCTGTCCGAGCGCATGACGTTCGAGGTCACTTTGCGAGAACCGGGGCGTTGTACTTTTAACATAGCGGATTCACTTAAGTAATAGTTCGAGAACATGTGTTCAATTTTACGAGGCACCCACAAGCCGACATACAAAATTACGCTAGAGAGGGGTAAAGCGGCGACTACTTGAGAAGGAATTTCCGGCTCGGTACACAATAACATGCCCGGACGCTCTAAATGATTACACAAGGCCATTCCGGTATGCTTGATCATCCACTCGCATTCTGTACCACCTTATGAGTCCAGGGGAAAAATCTGCAAGCCTACTTTAGTCAAAGGGGTTTTTCTCGTCAATACCAACATCGTCGCACATAATTCGCTGTATTCAACCGGATATATCCAGACGACTTTTCTAAGCCTGGCATCCTGACTCTATGAAGTACCTCGGGTCCGTGGATCTTTTCTTACACTTCCCCGTTCTATGACACAGAACTCCTCGTGGTATACGAAATCTCCAGGCCTCTGGAGAGCGCATACATCCTCGTTAACTCGGTGCCGTGCCCGCATTAGAGGGACCCCTATGGGAATGAGACTGTTCGAATGGCTAGAGCACATTATGTAATCACATTGTACGTGCTCCCTGGTCCACATCCGGCAGCACCAGTTCATTCCGTTGCCGGGCATTGCACGATTACGATTTGAACAATCCGATTATTTCTCATATAGGACCAAGCGGGGATAATTCTTACGCCGGCTATAGCATAGCTATTATAATCAGGCCAGAGTTTTTCCAAGTCCTCCACGAAACTGGATCCCAACAAGCATTTCCTGGTTAAAAGTTAAGCCAGGCGGAATTTTACGTTGGATTCCTAGTTACAGACCGCCCCCCCGTAGGTGCTATGCCGAGAACAGGTAACCGGTCGTTATGGTGCCTTAACAAGCTCATCCAAATCGTAGTTCGGGAGGAGACTTGGCTCGAGTCGATGCGGATCGGCACGGCTGCGAGCGCGCATAATGCCCCCGATTCAGAGGGTATCGGGATTAATTGCAATCGTCGAGACATTTTGCGCAGCTGCTCAAGATAGTCAATCCAAAAATCGAGCGCATAGTCATAAGTGTTGAATCCTGCCCGTTACTTGCTTGGAGATCATAATTGCGCGATAAGCGGAATTAGGACTTGTTGAGGTACAGCATCGATCCACAATTCAGCGCACGGTCTAGCGGCACCTGGATTCTGGTCTGGTAAGACCCATTGATTCTGAAGTCCGTCTTTGGATCAAGGCCCTCCGTACTATTGAGGGCCCTTGGCTTTCCCGATATGAAGCTGAAAGGGTAGTTCAGCTTGCGGAGGTTGCCGACTATGTTTCGGTGAAGATTGGTCATATAGGCTCGTACGTTACGTGTCGGCCACGAATACCGGCTAAAGGTCTCAGTTAGGCAGGGTTGTAAGTCCTCCGACTTGAGCTTACAAATTAGCATCGGTAGACACTACCAATTTTCTTGTGTCATCGCTCCCGTCTGCCAGCTGAGAAGGTCCCGCGAGGGTTATCACTGGCTCTAATAGGTAACGCATTGCTGGGTTATCGACTACAACTGCTGTGTTCTCTGACCTCCTGAAAAACAATTTATGTCCTTCCGTCACCCTAATAAACCAGAACCAACGCACTCATTAAACTCCTCGTTTAGAAAGAATGGAACGAACAACGAGATAGTAGTGTTTCATCTCCTGTAGACTGTACATGGGGCGCACAGGTTGCACTTGGATGTTGATGGGCATTGACGTTCGCTGTGGGCTCTGCGGAACTCCTCAAGGTCACTTAGGTATGGTCTCAAGCAATTCTTTCGCGAACATATATGGTAGCATTCTACGCCGCGCGCCGTCGTCGTACGAAAATAGTAAGCCAGACCCGAAAGAGATGGCGGGTGGGCGGTAAATAGACAAGCGGATCGGTCCCCTAACGGCTGCGTTTCATTGGGGGACAATCGACGAGATTTGCGGACTACTTAGCGGGTTCCCGTTTGATCAGGGATTAACTTCCAAATTTACATCATTAGAACTTCGGCGACGCGGCTCCGGTGGAGCTTAATCTTTGGACGGTTCGCATGGGGCCGAGGTGGTAGGTCAAGTGGGTAAAATGTCAAAATGAGCAGTTCAACTTTGGTTGTACGATGATTACAGGCAGACTCTTCGCTGCGCGATGTGTTCTCGCATGGAAGCTCGGTCACAGTAGCAACTGAACGCACTACCCATAGTGTAGGTTACACGTAGACCCGGCGTTAAGCTGTGGGCCCCGCTACTTGCCATTCGTCTTAATGTGACTCTAACTCGTCCAGCTGGGCTCCTCCCCTGTGTGTATGGGCTTGGAGCTATTCAGTCAACGTTGGGTGCCATCACAATCATATCCGATTCACATATGACTGGGAGAATACTAGGCTACGTTTCATGTCGAACTTCCACAATTACCCCGTAGGTTGTGGACTCGGAATCCACCTCTCTCATCGGCGAAATCGGGAATCAAGACAATTCTAGGGAAAGCATAGCTAGTTTAAGAGGACGGCTATCCACAGGTTACGCACAACCGGTCTCTCGTGGAATGACCTACCGTCAACCCAAAGTCGCTCAGCACAAGCATTGCGTCGCTTGTTATCGACTATCAACCTGGGGATATCTCCGTCGTATGACCAAGCAAGTTCGCCGGCTCGCAGGTGGTAGAGTAAACCTCAATCGCATCGCTGACGGTCTGCCCGCGATGCTTCCGTCCCTTAGTCAGCCCATGCGAAGTTTGTAACACGCCCCTCTATAGCAGTGAATTTTTGGAGAAAGCCAGCGCCGGTTGGGCGTACGTACGCAGCCCGTGAAAGGGAGGTACATACCTAGATTCCAGGGCATGCGCAGTGGATGTTTAGAGTT +ACCGGCCGGCTGGGGATGGCCAGGTAGAACTATATCGATAGGGACCCAATCGAAATAGTAAGCTTCACCTGAGAAAGGAGGGAGGAGTTGATACTATTCATTCCACGTAGCGCGAATGTGCAGGCCGACACATGGAAATATCGCTTCGGCCTCTCTCAAGAGGTCAAGATGAACCACGGTATTGTCGACTGCCCCGGCCTCTTGCAGTTAGAAGGTTCTCAGGGTTCGCGCGGAATCGGATCATATGTAGCCATTATATAGATACTAGGGGGATGATAAATCCACAAACTCTAAACAATTTGCACAAAACAATGAATAAAAGACGAGTCGGCAACGAGTCTTCGGCGCGTGTCGAATGTCAGGCGATTGGACGGAATTGCTACCTCCTACACTTGGTGGCAGTTATAATGGGTTTTACGCGTGGGCACTGTACGTGGAGCGCAGATCCCAGTTCCCGGTCCGGTCCCTGACCGCTGCCAGCGGCAATGTGAACGAGAGCGTTTCCGTTAAGGGATTAGCTCCAGTCATTGGGCCTTATGATATGAGCCCGCGAGAATAAGTGCCTAAAATCTTAGATAGATTGTGTTCATATGGAGGCGTAATAACATCGAAGGAAGAGGATGGCTAAATTCTGCAACTGATTTGTTCTGTTGGGTCTAGGTTGGAGTGCGGCCCACCCCACCGTTGAGGGCGGTCGCCATTTCCCGGTTATCCGAACCTTTAGCTAACCCCCCTGGCCCCCCGGAGTCTGCTGACGAGAGTGTACGTGACTGGGATAAAAGGACGGAGACCTTCACTTTAATGTCTTGTTTGGTAACATGGACCCGGCGGCTGTTAGGTCCGATCAATCTCTATACGTTACATATTAGCTATCATTATTCTACTACCGCATGATGAGTGTGTGATCTACTGATTAACCTGGGCTCATTTGGGGCGCTGGACCCCACCGTACGGGCAGCTGAGAGTGAGATTGACTCTATGCCAATGAGTTATCCGCATACGATGCGTATTTCAACAGCTGCTGTCACCTCGCGGATCAACATGATTCGCAATAGGCTTTTCGATACTGCTTCTCGTCTCTAGGACCGAAGTGAACCCCTTAGATATGCTACTGTATATACCTTCACTCGGCTCCTGCGAAGCACCCCCACTCCTTCCTTTCATTGGCTAGATTAAAGGGGTCAAAACGTCGCCCATAGGCATAATCAGTTATACTCCCTCGCGTTTTTGCATACTATAGGTTCACCGTTCAGTGGTGCTAGTTTCTAATTTTTCTAGCAGTAATTGTCTGGGCGGTCTTCGTAGAATTGTCGAGCTAACAGAGAGCAAATCTTGCTGAGCTATAGCTGGCTCCCGATGATGGGCAAATATCATAACCAAAGTCTCTAACAATGTCTTCTAAAAAACCGGGGACAAGTATCCTCTGGTCAGGCTGCTATGGCCTGCTCAAAGCATCGCAAGTGTGCAGCAAACCAATTGAAGGCGCGCTTCCGAACCCTTGAATGAACAGCACTCACAGATAGGAGTCATAGTAGCCTTCGACTATACTGGTGACTGCATACGAGACTACCGCTGGGGTGCCGACTTACAACCGCATTAAACGGAACTTAGAGACAAACCCCTTACTAATACAGACGCCCGTGAATCAAGGCTCCAGAATAACCTCGCTATGTGTTGAAGGGAGTCGGGTCGTTTGCGAAGATCGGCAGCTCAAAACGGAGAGCTGAAACCGCAATGGACATGATGACCTGTTACGTGTTTAGCATATCCACATCAGGGTCATACCTATGATGGATCCGTGTATGGAACGATTTAACTCCGCACACAGGTCAGGAACACGTCCGCCTTCAATCAAGGCAAAGCTCCAGGCCCTTACCTAGTAGCCTTTCAAGTCCCTGAGACATCACTTCGTGAAAAAACCATCGATGGTATCAGGAACACTTAAACACCGTGCCCGATCTTAATTTATCACCACGATTGCCCTTTCCTAGTTTATGATCCAGTAAGCTCTAGCACACTAGGTGCACTACCCCACCCTGCCGGTAGCCACCTTCCACGACAGTCGCTTAGACCTCCCTGGATCACTCGGCAGATAGATGCGTTTGAAAATTCTACATTGGATACGATTAGAGGTGAAGCCGAGCCACCTATATTCGACGATGTCGCGTATAGAGTCGAGGCGGAGTTGACGTAGCTTAGTTTGAGCCCGATTGCAAATTACGACAGATGTTGGGGATTCGAAGTGTAGTTTACTCGGGGACGGTAAAAAGGATCACAAATATTCTCACTGCCAACAACCCTTCGCCACGAAGAAATCACCTTGTTTAACCCACGTTAAATACCCCCATGGCCCTCATCAATGCCCCAGGCCTGGAAACTTTCAAACCATGCTATCGCGATTCGGAGGAAGTTTAAAGCCGAGCCCTTTCTGCACTAAGCAACTAGTAACCGGAATGTTCCTAGTCGACAGCCACGGCGGTAACCCCTACCCACAATGACTTTCTATCGGACGCTTGATGGAAGGCGCTTTTGGAGTTACCAGACCATGAGAATTTACCACATATAGGAGTGTGGAATTGTCTAATTCCCCGCCGCCCTCAGTTCGTCCTACCTCGGCTAGCGAGCCTTACTTATATTCATCCACTTAAGAGTGTGAACTCGTATTCGGTTCACGGACGCATTAGGGGTAGAGCCCCTATGTCTCTCCCAGGTGGGCCAACTCTCTCGGGCACTTTTAAACTGAGCGTGTAATGAACGGAAAAGTTCGAGTGCGGAACATCATATTACGTCGTCATCGGGACAGATGACGTGTTTTTAACTCTTGAGATAGTGGGTGCTTATCTTCGGCTTAATTGAGTTTCTCACAGGACGATGTACGCAGGACGTGAGCTAAAACCTAGATGTGGTAACAGTCACCGGATCCAGCGACGGCGCCAACCAGGTGTAACGGGGTTGGCAGGTAAGGCTGGATCGGAGGAACGGTGGGAATTGTTTCGACATCAAATCGGCTTACTGAGTACGTAGGGAGTCGCGTCCAATCTTCCTACCTGGGCTATGCGGTAACTGTAGTCGTTAGACTTTGGCGTACATTAATGACCAACCGACGGCAGCACTGATGCTGAAGAGGCAGGCACGCACTATACCATGTGTTCATTAGCGTACACGGGGTGTTTACTATTTTTAATTCCCTAGACTTAGCAAAATCCTGCTCCGCCCCGTGGACTGAGGGTTTATTGCGATGCAATGGAACTTGAGAAATTAGTAGGTTATGTATTACCACTTCGATGCTGCAAACTGAGTTCGAACACTCTTCCCCATTAGAATACGGGCCCGTGTCTCAACTCGATGAGGGGTGGCAATCGCTCTGGGATGCGATTACAGATCACTCGAATGGTACGTAGGTTCTGCTACGCCTCGTGCATATCTTTCTTTCGTGGCTGGCATGAACAGGAGTTAGTTAGTAACTTACGGTATTTTTCTGAAATAAGTAGGTTGCGCCAAAACTTATGGTAGACCAGTATGGGCCAATGCAGCCGAGGTACAGGGAGAAGAGCGATTCGCTGTAAGCTACTGCGAAGTCGCCCTAGGTAAATTATATCTTGTGACGAACCTTGCGTAAGACTTCATCAACTTAGAGCATTGTGCACAAGTCATACATTAAAAACGAATCAGTTCCATGCGCGGCTACGTCTACAGAAGTCGGCGATGTCACTGAACACAATAACATCCCCTAAAGAACACCGCAGCGTTTTGTAAATCCCTACTCAAGGATTTAACGGCCCAACAAGAGTCCATAGTCACCACAACGTATAGAATCCCCTCTCGGCACTATAAACCGAAGACACGAGTGATTTAGCGGTCTTGATACCAGACTCGCCCCTCATCACTGAGTTCGTCGCTTTTATATCGAGGGGCTTTGGTCGTTATAGAACAAGTCCATGTCCGTACTTTTACGAGCCAGCGGCAGGGTGCGTGCTTGGGGCTAATGGAGACCTTCGGACAGAAAGTAAGGGAGTCCCTGTAAATTGCCTTCCAGGGCGTACGATCGCGCTGCTTCTCTACTGGAACTGTGTCAAAGGCATATCAGTTTGAAGTTGAACTAAGGCGGTAAAACTCCCCCCAGGGCCCGGGCTGACAGATGATTCTCGAGAGGGACAGGTACAAAAGATGTGGTCTGGGTCTCACGCGATCAAGCATTAGCAAAAGTGCGGGCAGTGTCGTTTTCAAATCTCCACGGCATATGGTCCCCTAAGTATTCATGTCATGGGATGATAGGGTATTAAGAAGAGGTAGCCCTAATTGATTGCCGGACGAATCGTAAGCGAGATTATGTTGGGTTAGAGACGATATTCGAAGGAGCCCAACGGTGGAAGGCTCCGCACTGGTCAATGGATGGGCCAACCGATGCACTCTTACGCGGAACCAAAGGCTGTCCAATGCCCGACTGTCAGGCTACTAACGTACACCCCAGGGCTTCCGGCCCGACAACAGTAGCCTTGCTCTCTGAAATTCAAACCACTCATCGAGGAATTGGCCCGCCCATCCTTGACGCCCGTGCCGGCGATACCGTTAAGGCGCATGGATATTTAAGTCCTCCCTAAGACCGGTTGGGCTCGTACACTTTCTCGAATCGTGAGCTGAGACGGTCTCCCCCAGAGCAGAGCAACGGCAGAATGTTAGCCTGGACGTGTCGCTGGCCATCGTGGGCCGAGTACGAGCAACCTTCGCTTGGCACTGACAGCTGCACGTGGAAATTGGACGGTTTCTGCAGAGGGTTTGGGCGGCGCAAGCTCCTATGTCTCCCAAATTTCGATCGCGGGCAGGGCTCAGTTACAACCTCAAACACAGAGCCTTACCATCTGAAACACGATTCTACCCACTCTTCTAGAATATAATCACTCCTGAAACCATAGGATGCCGCCGCCGAGTGGATCTACTGGACTGTTCGCTAGATAGGAAGTTTGAGTGGCATTACGATCCTGAACAGACTTAGGTTCGCAAGTTGCGTATATCATTCGAGCTTAGGTACCACTACGCTCGGGGAGGTAATGGTCGCAGCCTGTTTACCTTTGCGTAAGACGTACAGTCACTAAGTTGAAGTACCGACTTCCCACTCATGAAGCAAATTAACAATCTTTGGATAACAGCTCGATTATTATAACCAATTAGGTGGTTTAGCATAAGTAGTACACTCCTACTGAGCGGCGTTATTATCTAATCGTGCAACCGAAGTGCGTTGTTCGACATGAGTTGGAGGCAAGATGGACGATCACTATAACATAACTATCGAGCAGTTGCGTATTGTACTAGATTAAGCAATAGCCCCCAGTTGGTAGTCCTAGGTGTCATCAAACCCGGCAGCTAAATTGATGTCCGATGACGAGAGTGCCTTTGATGTGAACTTTAGAAACCTGTTATGGCCGAAGTTGGTGATGATACTCGCAACACATACAGGCCGAAAAGCTCGTGTTTCAAGCCAGAAACTGGCAGCCTATGCCCACATTCACTGCCGGGAGCGTGCAAAATTGCCGGGGCTTTGCCAATTACATCGACGCGGCATGTGACTTAGGGATGTGGCTCGCGAAAGGCGGTCATTATATGGTGCTATCACTGATGACCCAAAGAACCTGAGAAACTCCACTATTAGAGTCGTGCAGTCGCGCGTCATGCTACATCACCGCTCCCTCAGTTTGACCCGAATAACAATCGAATTGACCGCTGCTACCCTTCATGCCGCAATAATAGAGATTACCTCGCTGAAGATTCCCCGCGGATCCCCACCGGCTCTGTATGAGCGATTGAGCCCGGGATTGGGACTTATTACATTGAGGTGAATGTGAAGATAGTGGTGCTTGTTGCTAATTAAGGTCTATATTTTCCGAGGACCTTTTTTTTATCTTTTTGTTGGGATCCGAGACGTCCTCAGGAACTTCGGAGCGCCGTTCTCCATCGCATCTCGTTCTAAGAGTTTAGGTTGACTAGCCGATGGCGCGCGGTTCTTATCTTCCAGCAAGGTTCCCGATCGGTGCCCAGACCATTACACGTTCGCTATAACGGCAAGCAAGGGGGGTTGCGGCACGTCGAGTGCAGCGTGTGCCCTTAGGGCATCCGCTACCTTGAGATGGGATTCGGGCAATCAATGCGTGATGTTATGGCAGCAAAGGGTTCCACATTGGCGCACAACTGTACAACCTATTACAAGATCTGTGTTAAACATAAACCGGATGTTTAAGAAAAGAGGAGTAAATCATGGGCGCAGCAGGGTGTTCTCATAATAATCCTATCGGTGACGTTCTGAGTAAATCATCAGTCCTATGTGATTTTTAGCCCACGCCTCAAGTAACACAGATTATGTGTGTATAGCGACTACGAGGCGTGATCATCGGAGCTTCACTGCAGGGAGAGAGCTTCATAGGTGAAGTGGCCCTCACTAAATCGCAGGCGTTAGCCTACCTGGACAATACTAACTGCCAGATGCGAGCATTTGCATGCGGGGGTTCCCTGATCGAATTCTGATCGTACCTATGGGCAATAGTAAGCACACCTGCACCATGATCGGAAGATTGTTGCATTCCCAAGACTCCCCATAGTACAAAGTACCCCAGGCGGATATACAGCTGATTCTTGGGTAAACAGTGAGTAGGAATTGTGGGCAGAGATCATGGAAGTCAGCTAGTAGCTATGCAACGCAACTTATTGGCGATCCCAGTGCTGACGAGCCTGTTCTGACCGAGCGTTGCGCTGTTACAGGGGCGCGCATTCCATGGTCCCAGCTCATTCGGTATGGCTGATTGATAGGGTAGGCGTGCTAACACAGTGGCTCCCGAGATAAATGCCGAGCATGAATGTGCCCTGTCGCCGCGGAAACGAAACTTCTGATCCAGAGCCCGTAACGAGGGCTTCAGAGGTGGAAGGCCAGTTGTAAGAGATTAGAACATATCGTGCGTGTGGTACTATATATGAGTCTTATTGGTATGAGGGACGCATCAGGTATCTACTCCTATTCTCCCTTGACAACCCTAAATGTAATGGGGGCTCTATTACACCATTGGTGTTCTTGGCACTGTTATATGACGGTTCTCATATGGGCACTCGTTGGTCGTATAGCTGGGTGCAGTGACTGAAAAATGTCCTCATACGGACGTGGCGAGATACACCACAAGCTTGGTACCAGTTCGCAGAAGACTGGTTGTCAGCGCCGGGTCGGGCATAATTCCGTACTTCCTAGGCTCTGAACTTGTGGAGGCTAATCTGTCGTTAATCACGCTCACCTACCGGCGTAATTAACTTGATAAAGCTAGCCGGTAACCTCGAAGCAAAAGATGCACTACCCTATGAAAGACACCTTGTTTCATAGTCCTTTCGTCATGACTCGCTCACAACCCAGTATAAGTCAGTCGCCTCTGGGTGATGCCTGTTGTTTCTAGGATACCATAGCTGTACGGTGATCTGCGACTGTTGACACACTGCCCCTATTGAGAAAGGCTGATGGAATCAACGCTAGGCGCAGAAGATCGTAGGGCTGAATCGGGCTCTCACCTCGGGCTAAATTGAGCCTCGCACGATGCTAGGGACAGACTCCGACCCGCTCGTGCTCACCATATACAGGCCTTATAGCTTAAGAGAAAACCCCCACGAAAGGTCGTGCAGACGTCCTGGAATGCCTGAAGATAACTTTAAGCCACTGACACGATTGTGGTAGGCTTCTTGTCAAGCAACGCTAGGTAGCGCGCTACGCAGATTAACCCGTTAGTGCTTTAGCTAATCTCGCCGACGGTAAGTACGTTCGTGCACCAATAGCGTTGCGCAGCTCGCACAGATACTCGAGCACGGAGCGATTGCGATAAAAGAAGGAAAATGCACACTGTTCGGGCGGCGTGCAGAGGCGTACCCGGTCAGAGCTCGCTAAGGGGCGAATTTAACGGTCAAACGCATAGTAGCTAAATACGACTAGCTCGAGTCAACACTTGGCCTCGGGTAGCATTCTCATTTAATGACCTTACCTGACCAGACGTCTTGTGGTTGTCGATGATTGTGGAATGACCTGCTACCTACCTGTTGGAGGGCACCAAAAGCAATTCACAAGCTCCTATAGCGTGACTCGATACTTCATGATCGTTTTTTTGAGGTGTTTGTTGAGGGTCAACGGCGGAGCAAGTGGCGCCAAATCTCTGTATATCGCATTGTTAGGGACAGCATCGGGGCGGAGGGATGAGATGCGAAGCACTCACTGAGTGCACTGGGCGCCCATAATTGTAGAAAATATTGATTACGTTAAAGATGCTCAGGTTGTACTTAGAAGACAACCCCTCCGTAAATGTTATAGGATCATTCCACGCTAAAGGATTAGCAGGTGCGGATTATCCTTAAGACTTATGTACCCTTCGATCCTACGCTCCTGTAAGTAGGATTCATCGCCCGGATATCTCGTACTAATCGCGGCTTAACGGGCCTACGGCAAAAGAAGTGCCAATATTCAGTTACGCGCTTGTTGGTTATCGCCGACCAGGGGCTTAAGGTCATCTCCGGCTAGCTTTCTGTGACCTCCGAAACACACTGACGATAAGTCGCAACGCCATTAAAGACGGCCGGAGGATCTATCCTTTCCTACTACGCGATAGCTGACTTGGTGAAGTAAATACTCGCGCGCGAGCTGGGGCCCTCGGATGCGTTGACATTGACTTGGGCAAGCGGTCAAATCTGAGTGGGGAGTTGGGATGAGATCTAGTCCCAACGTAACGCAGCGCTTCGAAGTCGTTCCCGCCAACCCGAGTTACAACGGCGCATAATCCAATGCTTTAGTTCTTTTTAGGCAACAAGTGAAGTTAGGATATGGTCCTCCCATCACGATCGTGCTCGCAGCCGTTCCCATGGTGATTGAGAGGGACAGTACAGTACCCTGCGAAAATTTTGTGAGGGGCCTGGGGGATATGCCGGCTGAGGTCATATGTCAGTGCGCCCGATTCGGGCATTGGCTGCGAAAATTTAGAGAGGAGTGAGACCATACGTTCAACAACACTATTTGAGCGGTGTCTTGCGCATCCCGGTGATTATGGTATCTTATCTTAACCCCTTGGGGAGCAGATAAAAGTAGTGGGGTAAACAAAGGGTAATTCGACGCTGGGGAACTTCAAGAAGTTCGTGGTTATCTCAGTTCATGTTTTTGAACTTTGTCAGACGCCAGTTCCTCTTATTAGTCTTAGGATGTATCGAGAACGGCTCAACAATACTTGCCGCACCATTCCAGGGAACCCCTCGGCACCGTTACTCGTAGAGGTCATCGAGAAAGTCGCGCAGCCCTACAGGGCCTGACCCACCAAAGTCAAGTGAACAGCTAACGATTCAAGGGGTTAGACTTACTCTATCTACCTCAGTCGCACTTAACAGCAGTTAGTTTTACATGCCGGATGCTCCTTGGCGAACAGCAGAATCAGGCACGTATTGCTGTCTCCTTGGATACATTACGGCTCCTAAGCAAACTGTGCGCGCCACCTGTGCACGGCTTTATTCCTAACGTGAAACGCCCATGCCCAGAAGCAGTCCTGTCCGGCTAAACCCCATGCTCGTATTGTCAGTAAAGTGCTGGCATTCTCTGTCGACGTATTTGTATGACAAAGCCGCGCGCAGTGGAACCACCGCCGTGTTGAGTCCAAGTCTGAGCCTTTTAAGCGACAACGATGGCTGATTTGACTGCGCATGTCCTGGAAAAATGCTCCGCCCCTAAATGATCTAGTTATTCATATCAAGGCATTTATTAGATTTAGTTGTTATTCGACTTTATTAGAACAGCAGCAACTTATTTGAGGCCCCGCCGTGGCGCGTTATTCTGCGGCCGATTCCCAGGTGAGTTTGTTGGGAGCGCATGGTCGCTTGGGCATTATGTGCCCAGAGACGATCACTCCTTTGAAGACCTAACGGGAGACTTCTCCAATCAGCTTGCATTTTTAGCGGATTTTCGAGTCCCCAGAACGAACAACAGTTCTGCTGGCGCCTTGCACCC +GACATATACCTATGAAAAAGAGAGCATTTGGCTAGTACTCTGGGCGTCTAAAGCTTCTTCCGTCGGATAAATTTGAGCGGGGGATGACCATTTTACCCACCCCAATATCTCTCAACGCGAGGTCCAGTCTATCCTGCACGTGGAGGGCTCCCTCGCGCAACCTGGGAAGCGCACGTTAATCGCCAAGGCTGGACCTTCTGTGAATGTGTAGCGTGTTCCCATAACCTCTTTTCTTAGTTCTGTGCCCCTTGTTGAATACTTCGACGCACCCCTCACGGGCCACCGGCGGTGCCAGGTAGCCAGCCTGAGAGAAACTGTGAGAGTCCGCCCGTCCATAGTGGGTTGATATGCGTAGCCAGGCACTCCTGAGCTCATTAGAACGGAGACTCAGGATGGCCACACCCGACGTGTAACCGGTGTTAGAACGCGGTGAAAGCGCAAAAAGGTACCACCTCCATTGCTCGAGACACCAGGAACACGCGTTCACCACACAGACAAGAGAAATCCACTTTCGTTTCCTGCCTTCAAGTACACCATTACGTATGAGGCTCTCTTCCTCTTGAATGAGGATAAAATAGCCGTCAGACAATAAGCACTAACCAGCCGAGCGATCCAAGGCGCCTTGTCCTGTATCGAATGCCGCTACATTCCCGACCATTTCGACAGGACACTTGTATTTTCCAAGCCGAAGGGGTTACAGGCCGAATAAGTCAAGGCTAGTGAGCACCGCACTCAAGTCTGACGCTAGGCCGAGACTGTCATTAATATTCTCGATTATGTCTCCGCGCACTACGAGGCCCTCGCGGCGGTCTTGACATGCCCCGAGAGTGATTGAGAGATCGGCCTTGTGTAAATATATTTTGTCTCGCGCTAAACTATGGGTGTTTGAGGTCATTTAGCGTATACATCAGATGGGGCCGAAGCACAAGGGCGTAGACGGGCGCTCAGTGATGTCTCCATAGCGCGCGTAAGCTTCCTTCCACATGTCATCAGGTTACCACGGGGGAACTGTATTACTCGGGGAAGACTGCAAATTGTAATGTTCTTTTACCGAGTTTCGCTTGTGCGGCGCAGCCGACCCTTATCTTAAGGTCATAGCTAAAATCGCGTGTGCTGTTCAAATACTAGCGCGGGGGAATGAGGGAGCAGTATTTACTATCGCTCTGTTGTGTCCCCTTGGGGCCGCGGCGTATTGGCGGTGCGTGACGTTAGGCTCGGTAATCTGAGTTCTCGGCATTGGGGCCACTGTGTAGCTAGGACTTGCCAGCTCAGACTAGTTCGTGAAGAGACAAAGGGGATGGTAGCAGTTGCCCTCGCGCCTCCAATTTATCGGCCTGATGGATATCGAATGAAACATATATCTGTAGCAGTGGTGCCCGCAAGCATGAAGCATATGAGAAAAGGTCACGGGTTCCACACCGGCGGCCGTGGTGCCGTGTGCGGATTCATGGGATCGAGCAAATTCACCTATAGCAGCGGCAATAAATCTACAAATGCAAACTAACCGTTCAAGAAGCAACCGCGTACCCCCGCGGTACGAGTAATCTCCAGTGTCCAGGCTAACTTAACGATGAAGGATACGTTGACGTAATCCAAACACTCCGCGAATTAAGTAAACGTGTTTATTCAATACCGTATTTTTACTACTGATATGTTGTCGTATCCGAGCACAAGGTTTTCTGGTCCTTCAGACCGGATCGTTTACCAAATCAGATTCGGGGATTGCGTATCAGACAGCATCGTAGGAACTTATGTGAGCCGTGCATGGCGCTCAATTAACTTCTCCGGTATGTGATCGGTCTTGATGAAGCTCGTTTCCTCCGCTGACCGCGGAAGATGACAATGTGCCACTGTAGCCTTAACTCGGCCACGCCGTCCCTCGGACTGTCGGCTTCAGTCTATGCCAAGCCCTTAACAGACCTTATACCTGATGTATTAGCGACGACTAAAGCACGTCTCAGGAACAACCGGAGAGTCGACTGTTTCTACACTGGTTTTCCCACAAATCTTTGCTGCCCGGCACTGATCAAGGAATCAGGTGGGAGAGTCACTAGTTTTAAATGATGCAAAATTGACTGAAGCATATGTTTATGTTGCCGGGGCGCCTAAACGGCCGCAGATGACCAATCGCACGGTAGTATATCGCAACTCAGCGACGTTCAATTTGTGCACGTTCAAGGATGGCATGTTGAAGATGGTAAACTTCAACTGGGCCAGATCACGAAGTGATGCTAAGCCTTAGCGTGTCTGGTTCTTTTGAGACCCCAGGAGGGTCCGATGTCCGGCGGCAGACTCGCGCATTTCTCTGCGAAAGTGAGCCTTCATTTAGCACATTAAGGGATTACTTCCATAAACTACTGGAATATACCGTGGTTTTTCAACCAGGTGATCGACGACGCTCCCTCCTAACACGGCCCCTCACACTTCACTTTCCTGGGGTATATGCATGACTCCCAAGCGGACTCAGATATAATTGCAGAATAGCCTGAAAGCGCTTTTGAGGCGGATTGTAGTGTAGGATGGACATAATGCCCTTATTTGGTACGAGCGGACCCGGCGTACCGTAGTTCTGTTTCCATTGGTATCTGGCCTTGCGGTCGCACATACCACCTTCTGGGACAGATAGCTGTGTATAATCGTGTTGATATGCAGTCGATATGTCCACCAATGAGCTAGTCCCTGTGTGTTGTGGCTGGCTGCCTATTCGGTTTGGTCCCACATTGATCGCACGGCTGAAAGTAGGGCTATTGTTCGAAATGCACACAGGCTACATTTATAAGGAGAGGCTCTAGACACAGGTTAAGAATTATGTTATGGAGATGTAATCACAAAAATAAGTCGCAGGTACTGCTCAACACCCCCGGGCTTATAGCAATACAAAGTCTTTTCCCTTTCCCCCGACACCCCCTGCTACCACCTGGCCGCTAGACAAGCGATAGGGTCTCTTGATCTAGCCGGAGTCTGTGGGGACAATTCGTATGCGTAACTGCCCTCTGTGCGGGGTCGCTCCGATCTACATTGCCCGCAGACAGTTCAGTAAATAAAAAGCAGTCACACCGCGTAGTGTCCTGGTTGATTGATATCACCGGTACTCTGTGACGGAGCGGCGACGCCTGGAACAAGTGGGCCGTACTGTGCAACGTTAGCTTCATGTTACCGTACTCCGCTTCACAAAAGCTCTACGTAGCCCACTATAGAAGGCTGCATACTCCTTTTTGACTCGGGGTCGTTCCTAGTTGCTAGGTCGTTGATATCGCCTTCTAGGCCGATTTACGATATTTTTAGAGTGGTTGACCCGTGGGGGAATACGTCGGCCTACGTACCCTGGCCCAATTCAGCCCCGTAAAAACGTGAAATTTCCACGTCTATAGAGATGCATCGCACCCCACAGGATAAAAAACGATTAGACCCTGGAAACCCCTTGTAGAATACCCCACTCTATGTGTTGCCTTATCTAAAATAGACTCTTTGTGCTAAGTGAGCAGGAGGATCCGGTCATATGAGTTGAGGGGCTTTGAGACCGGTCGCCCGATGGTGCTCTGTACTAATGACATATAGAGATGTGCGATGCGACTGCAGAGTGGTGGACTGCGCAAGTACGGAGAACCAAGTTAGGTAGATCCGGGGAGTGAGGTGTATTACGAGATCCGCCTGTCCGCTCATAGGGCTGCAAAAGCATGGATCTTGACATTATTTGGCCATCATGTAGGGCTGGGCCTTGTGTGCTAACGCATGTGCTCTGGTCCCTTCGCAACTGCTGGCAGCGCTTCATATGCAACTCTCGATCGAACGGCCATTTGAACCTATAAAACTCTACAGCCAAACGACCAAGCGTAGGCGTCTTTTTAAGGGGTGTCGCGTCAATACCTGTGATGTTCATTGCCGACTTTCGAGGTGTCCGCAGAGCAAGATCGCTGTGCGAAGGGGCGTGAATGCCAGCGGCTATGGGCACCAAATGCCGACTTACAATGTCTGCGCACTCGCCTCAGGGAGTACTCGTAATGAGTGAAATCGATGGTAACCTCCCAGAATCACCGCTGGTCTGGGCAGCCAGCCTTGGTTGATACCCCTTCCTAAGCAATGCCTTCTCTGCGTAGCGATGACATCAGTCTGTATTTCGCCCGTCTCGGGGAGTCGCCAAGTTGATCTATACCTCGGTCACTCATGGATTCGGCATACGCCTTGGACATGCCGGCCAAGATAGGCTCGCTTTTGGCTTGTGTAAGGGTGATCCGATGCCTCCGAAAGTAAGGATGGGCGAGCGTATGTATGGCCGCGAAGCTACTTACAGGGACCCAAACAGTCAGGGTTAATAGGTGATCTGCCTTGTTTAGGCGCAAATCAGCTCCGGCTGTCATAGTTCTGAAACCCCAGGTACCGAATTTTCTGCCCCGCTTGACTCGTTCTATCGTCCTAAATTGACTTGTTATATATTACTAAAGAGAAGCAGCTTGTTAGGACTAGGATTTTAAGCGTCCCGTGCTAAGCTCGCAGTTTTGGGTGCAACCGGACCCCCGTGGCCTGTTCGGACCTAGACAGTGGCTAGCGGACTCACCTTAGTCTTCGTTGCGCTTCACGTAGATAACCAACGTGGGAAGAGTGATGCTATGAGTTGTAAACCGAAATCCCCACTACGCCGCTGTTGGGTGTAACCAGAGAGTAATACCGGTTGGTCACAAATAACCCAGTAATAAGCGATAAGGGCATTATATTCACGCTGCTCCAATGAGTACCGTGGGGCTGCATGGAGCCGGTGGGCTCATGGGCAAATGTCTTAGGCAATGGGCCCGATGACCGTCGACCTGATTTGATGAGAGTGAGTTCACGGCACCCGCTTATGGAGAAACTAATGATTACGTTGAATGCTGGGACTGGTTTGAAGGAGGCAAATGCTGACCGAAGCTCTGCTCCAAACGTGGTGCGTCCTTGGATAGGGGCACGCGGGTCCCTCACTATCAGTGGGTACGGGGACAGAGGGATCCATCAGGACGTACGCGAACTCTTAAGGGGCAACTGGGCGATCACACTAGCTTCTTCCCAATACCATTGAGGTATAACACTGCGAAGGGAGGTGTATTAGTGCTGAATCCACAGTAGGGCGATCTTGGGGACCCCAGCTTTAATGATCGGGCGCGGCCCTACCCTTCGACGACTTATGCGCATTGGGTATTACCGCAATCCCCTAAAATGTAGTAAGGTGCGGTTCAACTCTCGGCTTGGCCTTATTGGGCACTTCCTGGTTCAGAGCTAAACAAGTTAGGGGAGGGTCACCTTCCTTTTTAACAATAAAGGGCTATCAACCCAATGAGGTGGTAGAAGACCTAGGCCACGCTAGTTCAGTTCGTGCAGACACCAAAGGATACGCAGCCGTCGCAGACGGGTTTCAACGGCGTTAATTCCGCTATTTTCCGTCCTGCTAAGCGCATGAGAGAGCCCACCCTTCACATTTTTCCCTGACGTGAAAGGCGTTAGGGTAGTTGTTTAATGCCCATGATAGCGCATATCTTAGTGCGGCTCAAGCCCTCAAACTGGGGCACAAAATCGCTGTATCGATGGAGGGCAAATCCCGGCGCTCGGTGTTTCTTTCTGACTCCTATACCGGTAGCTCCCAACCTACCTTGCTTTGTGTCTGATGGCCTGGATTCTATAATGCGGACGTATTGATCGAGGTCGGCACCACCTAGCTTGCGTCGGCCTACCTATCGAGACGCGGGCTCCGTACAGTGTTTCCGCAAAAGAGCGATCGTTTCTTTTGTGCGCGTTAATCAGGGTATTGGGCGAACTAATGCGAAGTCGTGTCCGCGGAAAGGGGTAGAAGTGATTGTAAGTAACGCTAGTACCTACTGCAAAGCAGTTGAGGAGATATAGGATAATGTGTTTAGAAAAATAGGCAGAACAGACGAGCTCAGCTTAAAAAAAATGGTCTAGATTCCAATTCTGTTCATGAAGCACATCCGGAGCTATTAGGGGAGGGGGATGTATAAGGCAACTGCTCAAAGGGTACCTTCGCATACATACAATTTATACTATGTGTAAGTCCCGAGTACAGGCGCATCAACCAACTTCTGCCTTAACTCTAACCTTCGAGTGTAGAAGGAAAGATGCCGGAGTGTGCACGGCAGCTTGCCGGGAGCGTGAGTTCCGTTGACCGGATGTGTCACTCAATATAGTTTACTTAACGGAGGGCAGGCACGAGCCCGTAGTCATCCTTTGTCAGTCAGGATACGGTACGCTGGACACCTAATGCCGGGACTACCGAAGCGTCCGCTTTAGAAGGGTCACCGCGTGAAGTGATTGCCCAACTAGCTCCCCTGAAATGCAAAGCAGAGTCGATGCGAATCCCCACGCCCTCGTTTACAGCCCCATGGTTCCCTTCACTCGGGAGGAGAAACGCTGCGCCCTTGGGAGAAAGGGTACATCCTTTCGGGATTGTGCCCGACGAAATTCAAACCTAACTGTAGTGCGTTTCACTCCAACCCCCTGCTTTTGGTAGGGACGTTTCTAGACTCGCTCACCTACGTATCGCGAACATGAACAGCGAGGGTTATAGCAGACCGTGTCTGATTGTCTGGGACCAGACAGCTGTCCTAAATTCGGTGATAGCAATCGTGTGTTAGACCAGGTCACAATATATCATACGATCGTATGCCTCTGCCGTCTGCGTAATTACCCCTAAATGCCGGCCAGATTTGAGCCGCCTGGAAGCAGCTTGGGTAGGAGCTACGCTAGATCTACCGGATGAGCGGCCACACCATTGGACGAGGCATTGATAAGCTAGCCACGGCGGACGCATAGCAGAGGATGGCCTAGAATTTCCCCTAGTTTCATACCGGAACCCCGACGTCCATTGGTCGTATATTGCGAGGGAATGACCTGGACGTTGCCCCCGCCAGTCAGTCGTTGAAGGTTTCTTTACCCTTTCACCGGTCTCCTACTTTGTTAGTAGCCACCTGGCAATTGTCTGGACCAAAAATACCGTCTACGTGGTCGCCTCTGGCTGCATGAATCGGTGTCAGTTGCCAGCCGTTTTGAAGTAGTGCGGTGTACGATACTTTCCGAAGTCGCCGTACAGTAAGACCACCGACCCGAGTGCACTGATGCTAAACTCTCCAGAAAGGGGCCCTGTGATCTCCAGGCCTAGAACCCCTAAGGCTGAGACGGATACCGGGCTCGATTGAGTCCCTATTTACCTGATTCGCATCGGCCCAGATTCAGGAGCATTAGTTCCCTGCAATGGCGACGATGTCTCTACGATGAAACTTTATTGGACTGTTCGTTCATCGCGCAGGAAGTAGTTCGTGCGCCATAACCTTTACCCATGAGGAACACATAGGCTGCAGTCCGCGAGAAGGCAAGAGGGGGGAAAATGACCCTTGGTCGATACTATATGTGAGGAGTTATCCCACAGACCCCCTAGTCCCATCGGGCCCCCTTGAAGGCAATCCGGACTCGACATAGAGAGTAGCATATACTTGAGCATCGGCATCCCGTGCGGTAGGCCTGATCCCTGCACACCTTGACGTGAGCCAAGGTCTGTCAGTCGACAGCTCCATCGATACAAAGACCTAGATGCCTTCGACAGCTAAATCGTGGGGAAGATGACACCATTCATAGTATAAAGAGAGCCTTGGCGAGTGGTCTTCAGCACCCCTCAAACCTAAGGGTAGCTCTTACTTGAATCCTTCATTGTTGCGACTGTTTTGAAGTGGAGAGGTTGGTACTTTCACCGAAGTTTTCTGTTCACTTCCCAGTTGTCGAGACTTAGGATGTTCATTTGACACATCGTGATCCAACCGACGGCGTCCTAAACACCATATGATTGAATCTTTGCAACCCAGGAAGGCTCGTTGGTCTAAAAAAGCCGTTATGGAGAGAAAGTAACAGCAGCAGGTAACTTCTGTTAAGAATGTATCACGCAAGTTCTTTTTAGCAGGACGCACCAATCGCTGGCCGTCGGACTGTTCCAGACGCTTGGCCAAAGGGCCTTATCTGCTTGTCTCACAAAGGCGGCCCTTTTGTTTGCAGCTCTTTAATCAGTGCGTTTTGTGCGGACACTCCCCAAGCATGGGAACATCTGAGTGATAACTGGCATCGACCGTATTGTTTGCACATCATGCTCAACTCAATGTTGGTCCGAAACCAAGCTCTTGTTATCAAAGTTCCGTTCTTCAAGCTTAAGTTGTAGCCGCTCCCTAATCAGTCGGGGCTGATGTGGCTTTCTCTCCTGACGGAACTTTCGGCGCCCATCTGGTACCGCTGGGCTTTGGTTCCCTTGATCCTAATCCATGTGCGTACGTTCGATTTTGAGACGCCCTTCGGCCTTAAATTACGCAGATACGCGATTCGTTCCAGAAGCCCACTGTTAATCCGTTGGTAAGACTATACGCGAGATCTTGTTTAGTACCACGGCAGGAGTTAGTGGTTGTCCGCGACTCGTTCCCCAAGGTCTGAGAAGGTAAGCTGGGACCATTCCTCTGCACTCAAGGGCGTTAGGGAGAGGTCAACGATTACTGCTAAGGGCCGATCAGGTCCCCGGTGGTTAGGGCGGAACCGACGCGATGGCTAAGAGCTGCGAAAGTATACGATAGGCGATTTAAGAGTTACGACGTATTCACGACCGTTGTTGTTATGATGCCTGATTTGCAATCCATCAGATCTTCTCGTATCTGCGGCCTGCTTTAGAACCAGCTAACGTCGAAAGTGTCGCGGCGGAGTCAAACACGCAGGGTTTCTGCAATGTACCATCGAGTGGAAAAGTGGGCACTCGACCTGGCTGTCGCCAACCACTTTGGCGACAGCCTCACGTTCCGTGGTTTACTACCGTATAACGGATGGCGGTAATGTGGGTAGTCAGAAGCCTTTAGGTAACACCTTAGGTGTGGCGCCTTGAGGATAGGCTTCACCAGATCGGTATGCCCAAGTGGGTAAATTGACTATATCGGCGCTTTCATTTGCCCGCGGCAGTAGGAGTGAACGAACCCCAATGCAATGGCTAATTTAGGTGTACTCTCGACGATAAAATGCTTGGGCTAAGTAGCTTACGCTAGTCTTCGCTCCCATTTAACAAAGATTCCAAGGTACGCAACGCTGCGGGGATTACTAAAGCCCAACGTTGAACGTTAGGGCGGATTTAAAGCCTCCCTCAGCCTTATTTGGCCACAACCACTCTTTCCTGCCTGCTTATTTGAAGCCTTGTCCCACACGTTACTGGTGTGCGACTTTAGGGGTATTGTCCTACCAATAGTGAGTCCTCGGTAATCTTTTACTCGAGGAGCTCCGCTAAAGGATGACGTACAGCGACCTCTACACTGCTGCGAGCTGGGGTTTCACCGTATGCATTACATAGCCATATCGCCGCGTTACGCCATGAGGGTGGCATGAAGCGATCCGCAGTGAATTTTGGCCATTCTCCTATCAGTGAAGTTCAAATTACCCGGCCTATCTAACATCGACCACGACTTATCGCAAGGTTGCTGCCTAGGCATCGGCTCCAAGGCGTACTATATCCCCGATAAGCTAGGCATGGGACCAGCAGCAATCCGGAGTGTGTGACGATCGTGAACCCAGCACTCTCCGAACTTAACGAATTAGTAACCAATACTCCCTAGACCACCCACGAAGGATTCCTGCTTACCCCGTGTAGCGTGTGGACCCAATGTCTTCTCTATCACCCTGTTAGCTTGACTAAGAGCTTACTCAAGCCTCAGCCCGAACAGCCGTCCACACGTTTACCGAGTGTATGCAAGGCTCCCGCGTTCTTATACGCACTAGTGTAGCGACACGGTCCTGCGTAGATTCATCGTAGTTAGACGCTCCCTCTATGCGTAGCCGGACTGCGGTGTGATTGAGTAGTTACGATTGGGGTGAACTAATGCTCTAATATGTTTGATGGGCACTCGCAGCAAGTGGTTCTGTTGTGGTACCGGTCTCGAAAACGTTAGTCGCCGACATAAAGGGCAGTTGTTGACGAGCTATCCGCGGATTCGCTAGGTGATCTTTC +TCGTCTTTCAGGTGTTGGATGGAATACAAAAACTAGGTGTTAGGTGCCAGAGCCTCCCCCCCGTAGCTCATCCGAAAGGCCTTGATTCAATGGCCTATTCTGGAAGCACTCGTCCTAACCCCTATAATTTATCTAGGCGTCACAGGATTCACGAGGCGCCCGAGCACTCATGACTTATGTATCTTTGACTCGCGCGGGGAGGTTTTGTGATTAATTACAGACAGAGATCTTACTTAGGACTTATTTTAATGCCTTCCAATAATCATGGCGTCCACCTACATAGATCGCGTAGTATTTGGCAGTGGAAGAGGAGAACGTTAGTGGTGCTAAACGTAATAGAGCACGCTAAGATCGCCCTACTCTGCTTCACCTTCACGTCTCGTTAAACACTTGGCAGCCGGGCGTGTGCCGTTCTACACCCCCAATAGACCTAGCTACGGGAGGGCGAGAGTCTAGTCAATCATAGGCTCAGGGCAATAGTGGCGGTGAAGTCGGGACTAGTTCGACGTGATAGCTCCCCCAATTTCTACATATAGAGCAAGTCCCAGGGAAGCTCACCCGGATGCCGTTGTCGAGACCGACGTTGCATGCCCGATTGGGGCGTATCACGGCACAATCATAGAGCCGCAAAGGGGGGTGTGCATGCTGTACTTGGCAAGCCGTTCCCTCTGACTTTATGTATTAGCCGGATTTTGACTAGTTGAGGATGGTGGGTAACTGCGGACACTAGCACACTTCGCAGATCATCCGAGCTTTTCGTTAAACCAATTGACTTGTTAACATTAGGTACTTGTTTCAAATTAAGTGGTGTATGATCTTCAGAGGAGTCGAACCAACTTACGACACAGATTCGAAACTAGCAGTGTATGTTACACCCGTGCTTATAACTCTCGGAAGATATGCCGGTAATGGGGGGGTAGAATTGTACATGAGTCCCACGAAAGGGCAGCGTCGGAGGCGGTTCTAGACATCATAGGCTATGTAAGCGATCTTAAGCGTGTGATCCCAGAAGTATTGAGTTTGGTGAACTTAGATTCCAAGAGCCCCTCTGCGATGTAGAAGCGGCGTGGTCTCGATATCTCGGGGACTTGTCAGTGATATGGGACGTCGAAATTTCTCAGTATAGTGTGTGCCACTTCAGGCTCAGTTTAGTACTTCGGTCAATCGGCTTACCTTCCGCATTATCTTGGCGAGGTAAGGAGGCTCCAGTGTGGTGTTCGCTACCTCCAATAGGCCTGGGGCGCTCATCCGTCTAGGGAGGAGCGATGTCCCTTTGCTGGCAGGTGCGCCATGTCCTAATCCCAAATGAGCCGTAGGCATTCTCCATCATAGACTCCTTGCATTATGGCGCAAAGCCCTCCTAGATAGGAATCATCACTCACGAGAGTGCCACCGCATATTCGAGCCTGCATGTTAAGTGTCTCGGGTCTGACACTGTGCATAGTAGTGGGGACTGTGCCCAGTCTGTGCAGCCCACATTTCGTGCGGTTTCACACCTCACGGGTATAAGATAGTTTCCTCCACTCGACAAGGTCCAACAGGATATGTCATGCATCCGGGGTCATGCTGTACCAAGATGCTCTCCTGTGAGATTCGGTCATCGCGTTTGCCGTCTCACAGGGTCGAAAAGCTATAGTAGGGTACCTGCCTATGAAACCACTGATCCGCCATTATCCGATATATGAAGCCTGACTATAGAGTAGTTTCGAAGAACGCGCGTAAAGTAGAGTTGTCCGCTCCATGCCAGTCATGATCAATCTTACGGTCTGGCGGTTAACAGCTAGTCTTCCGAGTGATAACTCAGCTGGCGATGAGCGCCTTAACATCTTGATTCCCATTGGTCCATGGCAGAATGCGTAGCCCCGTTTGGCCGTGGGCCAGACGTTTGTAACCGGACGTACCCTAAGTCATAAAGATGGGTGACCGCGCCGGGAGGAACGCCGCCCCCAAATTACATGGATCGGGAATCGGGTAACGGGTGTTCAAGTTCTTGGCCTGACAGTATTCCGACAAAGACATACTTTGACCGCGTTGAGGCAAGCCGGTGTTGTACTAATCGGGCGGTGCGACGGTACGTACGGCTAAAAACGTATCTTAACCGATGACAACGGATGATGCAAATCACATCCCGAGGGTATTCCGGACTAAAAAATGCAGCGATCACATCAGCGAAAACTACACGCAAGCTTATGCAACACGGTAGTCTCCAGCCATGCCAACAATCAATACGTCGGAACCCGATTCGGGAGGCGGCATCATTGTACCAGTGTCGTCAGTGGGAACTCCGGGGCCCCGTGAGCAAAAGAGCGCATCCGGTACCTGTCACAGGTATAATGAGTGTAGCCAACCCGATCCATGGGGTCGTCATTAGTAAAGCCTTGGTGTCGTACCGATATACTTCGTGTTAAATTTCTCCCACGCGACGCCGGAGAGCGGAGGCGGCTGTCTTGGACGGTATCTATTTAGCCATTGGAGATTAGCGTGCCCCCTCCGACTTGAAGATAACCACCTGTGCCATGCTATGAACATGACGTGTATTGCGCCCGGCGCTCCGTGTCGGAGATGGGTGGCTCGCGCTATATCGGCAGTTCTCCGAAATTTATAGATTTTTATCTCGTACGCCATTAAAATAAGATTTTGTGTGAGTGGAACCGGAGTAGTAGTGTGCTCAGAAAATATCAATGTCGCATTTTGTGGGTCAAACCCCACCGGGCACGTGTTGTGCTATCACCCCGGGAGAGCTAGAGCTAAGTACATGAAGCGATCGGGCTAGGCCTTGGTTCGTTTTCTAACGACATAGATTTGAACTGATGGGGCCCTCCTTAAACTAAATTTGATTTGATCGGTAACTCTGAATCCGCCGCCCTCCTCATACGTCGTGCCCACCTTTCAAAGGGGTACAACCGTATGAGTCATTGTGCCTGCCATTATCAAGGGGTGATCAACATATCGAACGGCCCGCGTGCCCTAAATCATTATTACCAGGGAAAGGGCCCGTGGTGTTTTGGAGGATTACGTGGAACGCTTAGGTCAGAACTTGGCGCCTTTGCGGGACATCCCTATAGTCATAGCGCTAAGAGATCTTTTGACTACGAAGCCCGATCCGCCCGAGCGCACCGCGGCAAGATAGCTGAAATGGCATTCCAGGGAAATGATCCTCAAATCATCTGGTCCCTGTGATTCGCGGGTGATTAGACGCACATGGCGAAACAAGTCAGAAAAATCTAGCGGGGGCATACACGACCTTGCAGGAGCGCGATATGTGATGACGGAGTCCTTTTGCAATGGCTGGGCCCCCTGGGAGAATGATGTCATGTCCCATTTCCCGGCCATGGATGGTGCGTCCGCTTGATGAATCTCTAGGGCGCTCCCTTCACACAAAAAGCAGGAACCGAATTGTATCTGTATTCTTGATCGATACTGGGTGCGACGTGGGCGCCACATGAAACACGAAAGTTACTCATATCGCGTGAACGAGTGGAAGACCAACCATCTTCACGTACAATGCCGAAGAGTGTTGCCTATGTATCTGGAGGACAGAAGTCCGAAGTGTGTGATTAAGGGTCCTTGCTTTGCACCCTAATTTGAGCAGTTCTAGGAAAATAGAAAGGAGGTCGGGATGTTCAGGGCGTCGGGCTGCCCGTACCGTTTTGGGTGCCCGAAATTGAGCGTTATAGCTCCGCTCTTACAGACGCACAATGTTCAGCGACACTCCCCAGGCATGGATAAAAGTTATGGGGTGATTCACCGATTTGCACCACCTACTATCGGCAGAATCGCAGCTGTCGAGGCAGGCGTCACTCGCGTCTCGAATTGTAATTTCACTGAGTAAGCGAAGCTAAAAATGTAGTAGAAATGAGGAGAGCCGATGATGAAGTTGGGGAGTAGCACTCAAACCGGACGATTAGGAAAGTCCGGAATCTACAATGTGTCATCTATGAATTTAAGGCGCTCGCGTCATTTATTCTTACTCAGACTGACACAGACATGCGCAGCTACTAGGCTCGCCCCGGTTCTCGGTTCCATTTTAGATCGTTCAAGGTACGCATTTTTACTACTTCGACTTATACTGTTTAGCCCAACACGTCTGCCAGGACTTCCTAAGTCAATGCTTCCGAGGTTTTCGATGTATGATCTCGAAACAATCGATATTATCTTACTCAGGTTCACGCGTCGTGATGCTCGGTCGAGGCGATGTCTCTAATCGTATGGCCATATATAGCCCCCTCGGTGGTGAGCACATGGTGTTGGACACGGTCAGAAAGTTTGCATCTGATATTTGTATCTCCCGTCGAAGTAACAAGAGGATGATATATCTCGATGGCGTAGTATTACATAATTAGTAGTGCAAGAGCCCACTTGGTGATGATCTATTAGGGATTGTGACTATGACATAATTCTACTACAGAGGTCCTACATGAGGCGGGTGCCCGTCTACCAAAAGGTGAACGCTCTGACGGTTACTCATGGAGTACGATGCCCGCGGTTTGCGGCACGCACTCAGGCAGCTAGATTTCTGCCTATCACACGGCTGACACACAATCAGAGGGTTGTTAACACTGGTCTACACGAGGCGCGATCTTATTATACCAAATCTATTCGATAGGGAGCGGCGGCTCGATGATGGGGCGATGATCGCCATTTCGCTCTCCGAGCTAAGCTGCCGATAGACGACATTTAGCGCGCTCCATTTGACACACACTTGATCATGGCAATCTATTAGTGTAGAAAAGTTAATCAGTTTATTCTTCTTTGGTGATTCACATCCGTCCGACTAAATAGTTGCCCAGATAAACAGGTCTAAAGTCGACGGAGCCAGCTGATTCATATGGTTGACGCATGTGGCTAGCCCAGCTACTACCTACCATACTTAGCTAATGGCTGAACAGACTGAAAGATGGTGTGTGTACCTTCCTGTACACCTGCTCGTAATGAGGGCTATGTATGTTGATACTTTTACTAGGTGCCAGACGGAGGTGGGGGTACGAATCTTAGGGTATGACATCTGCCATAGGCTACAATAATGTGGTGCATCTCCCGTGGAAAGACTCCTCCTAAGTTAATAGTGTCCTTTTATCAACGGATTAATGTTTTTTCGGCTTAGGAGGGTGAGCCCACGATCTGAGGGAATATAGGCCATCTTTAACCCTCCCATCTCAAGAAGATACCCCTCAGCCAGTAAACCATAGTCATGTACTGTCTGGAAACCTCGTGTCTTCCGTGGCCTGCCCTATCAAGGGCAACGAGCTATGTCCATATCCCACCCGGACACCCTACCCAGCTCTAGGAGACTATCGCTGTAAACTAGCGTTTGCGGACTGGAGGATAGTTCTTGCTGACATAAGGTCGCACTCTGGTTAGGGGGATGGTTTTAACTTTCCATACTTAGGACCGTTTGGCCCCACCGACGGGGGTACGATACACATCTGTCTCGATATACCGTACGAGCACCGGTGCCGTCTTGCACCTCTCAGCCCGAGGCACAATGGGGTCCCTGTCGCATGTCAATATGCATCCTTTCGGTTAGGTTACTTTGCTTATTGCAGTCGTCACTTCACTTATCATATATTCGTTATGTCAGGATCTACCTCGTGGGTGGGCTCATGAGCCTATAACACTCCCTAAGGTACGGCATCGTTAAGAAGACTGAATGTTGGGCGTAACATGTTGTTCAAACCTTGTGCTGTCACAACACGAAGTGCTAGTATCTGAGCCGTATAGTATAGGCTAAGGAGCTGACCTCACGGATGCCGCCTAAATCACTCTCCGGGTCAAGGTTGGATAGCTGCTGGAAGGATTGCCGTCGGACGGTTGACTAAATTTATCGTCCCTTTGCGACATAAGGATGAATATTCTAAGGGACCATTGAAGTCTCATCTAGGCGCTCGTAAGAGAACTTGAGCCCTGACCCATTGCGTAGACAATACAAATATACAAACGCGGCGAGCAGAATCCTGGTGTGGGTATAAAGCTAGCCCTCATGAATTTGTCGGACGAAGCACTTCGCTTCAAATACGAACACTGGAAGCTAGATGGCTCCAGCCCGTATTCTCACTCGGTCGCGCTATTCAAACCCAACTAGTCTCCCTTACGCTAAATTGTTGCCAGGCCGAAATGGACCCTAGTATATGGTGAAACGGGACGCCGTTTCCAACTAGGACCTATACTCAGTATGGACCACGGGTACAGTCACACAAGACGTCTGACTCTAGGGCGGGGCGACTAGACCCGTAATTACGGATCGCGCAAAGGATGAGGCTTATTAGGAACGAAATGGATGACCAATCTGTGCTCCAAACAGACTAACGCACCCGGGGTCCTAGTCATGCAGAAATCAATCCATTTCGGCTTATGTCTTAATTAATTCTACCGGACCCTTTTTATCTCATCCGACTTCCTGTAACAGTGCTGCGGATGCACGCATTTGACGTAGAGTGCGAAACGGCGATGGGTGCGGATTGGACGGCCATCATTGGCCTATCTGTAACCTCAGGGCATGAGACGTAAACTCAAAGTCTCTTTTCCCTGCCTTCACCCCCGCTGCTCCCCTAAGTGTCCGGTCGCGAGTCACTTAATGGCTCCATCGTTAGCAAACGAAGGCACCCGCTAGGCTTCAGCAGTGTTGAGGCCCGCGAGACGATAGGTTTCCAAAGAAACTTGAACGTCATGGAGTTCTTCCACGCTGCATCTGGATATCCTAAAGTTTTGACGCTACGGCCTCACGTCGATGATGTTCGGATTTCTTGGCAACGAGAAATCTCGGTCCCTACTACAAATGGTGTGTGGTGGAGTGCGTTATTGGTTTAAGGGCCCAATTTGCACAGGTCCTCCCAACTCCCTTTCCTCCGCTTCCTATTGCGTGATTCGATAAGTCTGTACCAATGATCTCGGCCTAAATATTAGTGGGCTTGTACCAATAGGTTTGATTAAGAACTGTCAGCGGCAAGATTTGGTCATCTAGGATAAGTGGGTCACCATGATCTCACGAGGACAAACAGATAGGCTTTATCATGAATCTTACACGCCTGTTCAGTGCTCCTGGGCGTCAGCAACGGGACAACGATCTCCATCGCAAATCCGGGGTAAGCGTCACGTTCCACAGAGGATGCAAAGTTTAGCGCGGGAGCGTGTAATTTAGCCTCCGACCATGTCCGAGACAAATCCTAATGGCCTTTACCCCACGCTGTAATACTCGGGTGACTGCTGGATACTCTCCGCCTAGAATGTCGCGTCACAGTAGTGGCGTGAAATCGTGGGCTCGGATTGTGCAACGGTCGGCTGCCACTGAAGCGAGGAAGGGTTAGGTTCCCATGCATCGTCACACTTGTCACCACTGAGTGTAGGGGGTAGCCTGTGCCCTGGAGATCCGATCCCTTAGTAAAGTTCCATGACCAAGACTGGTATCATCGGGGTACGGTTCCTTTATGACCGTCTTGTGACCTAAACTGAGAGGAGGAATCGGATCAGAGTGTGGAGATCCGGTCGCAGGTTACAATCGATCGTACAGCTAGGGGTAATTGTTTAATACGACTGAAAAGGATATCTTGTTCGGCCTCCTGTTATGATGCGAGCCGGACAAAGTTTCGAGGTGCTCAAAGGGTCACTTCCAGGGGCGTATCGTATGCTTGGCAGTCTGACTATCTCTCCTATCTTCGACCGATTGGACCCTACGGAACGCCGATGTACAGTGTGGCCGTGTGTCCGCGAATCGAACACGCACTTAGACCAACTAGATAGTAGCTTCATTGCTACGATTGAATCTTATGAGGCATATCATATAAACGACGGCGCTCCTCATTGCACCTGGTTGATGGGGTACATTACATGATGTAGAGGTACGTGCCAAATAGAACACGAAGTTCACGGAGTGAGAGAAGAATGATACCGCCCCATCGCTGTTCACCTCGGGTCCTCCCGTGTATATAGCACCATGCCCTTAGGCTGGCTCCGAGCCGGAATGCTCACGGCGGTCATTGCTTGCACTCTGGTCACCCCGATTGGTTGTTCATCGCCTATTTGGAGAGTGATGAGAAGGTCATCCGGTGTTCGCATTACTGGTATCCTATGGACTCTGACCTGAATTATCTGTTTGAAGAAAGACGCAAGGCGCGTACTATTGTGCGTGAAGATTCCCGCAATGGCCGTCGGCCCTTTTCTTAATACACAGCCGATAGGTAAGCGACCAATAATATTGTCGGTAAATAGCAGGTTAAAGACCACACAATAGGGGGTGGAATCTGAGTATCCCGCGTTTTTAGCTATGGCTTCAGACATCAAGCGAACAACTATAAAATGGGCATAAACTGCAATGCAACACACCCGGGCCAATCTTCTACCGCGCTAGACTGGCAATGGATTATAAGCTTTCCAATAACAGCGCGTCCCAGCTTATTTCTGACTAGTCGACCGAGATAGCACTTAATATAAGAGGCACGTGAAACTAATTGTACTCCGGCGGTTCGCCTTACAAGCTGGTGCGGGCTATCGGAGCCAGTAGTGGAAAATTTCACTTTTTTCCCCATTACGCACTTGTTGGTCTTTTGGGCCTTTCAGACTTGAACTGATCGGGGCCCTAACCTCCCCTCTTACTCGGAGCCCAAACGGCGGTAGCCTTACGTGTTTCCAATGGTTTCCCTTTGTGTACGCGCAAATAGCCGCACCTAGACGTCATTATATATACACCCTGGGTTTAGATGCGGTGCGTCTTGTATACCCATAGTTGACGAAAGGACAGCCGAAGATGCATGAACATTCCGCGTTATCCGGTAGTGTGCATCTACACCAGGGTCCTGCCTTTGTGCGCATGACCCGGGTGAGCTTTTCAACTATTGCCTCCGGGTTCCCATGTCGGACAAGCTGCGAGAAAGGGCGGGTTTTGTAACCCGCAACGCATTAAATGTCCCAACTATGCTAGCTACTCAACAACACCTAGACGCTGCGCTGGCTCCCATGCAGGGTTTGAGTGCACTGTACGGTCACTCACTCAGTTCTGGCCAGGCGACGGTCCCGTATAGTCTCATTTCCCTCACTGGAAATGGACGCCGTATGCACAATGCGTCAGTGTATGTGTAAAGGTGGGTTTATGGCCGTGCTAAAATTGGATGGGGCAACATCTGACAGAGATTATTATGGACCTTTAATCCTTAGTGGGGCGGATGATCTCGAGCAGCCCGGCCTTCCGTAACTACCCATAGCCCTGTAACTTGCGGGACGCCAAGCGTGGAAAGCTACTCGTACAGATTCGATGCCAACGTGGTAAGCCGGACGGGCGGCAAGATAGTAACTGATTACCGAATGTCACATGCTACTATGCATCGAAGCCATGATATCCAGAGTATCTACGCCGGAGGGTAGTGTGTGTATGCGCCCTCCATTCCCCAAATCTGAGCTCCAATCTCTCACTACGGTAATCAGGTCTGGTTTTAGAATACTGCATAGGAGGGTACTGACATCAGGGTGGAAGGCTCCCAGAGATTGGCGAGGCGCTCCCTCGGATCGATGTTAATAGGCAGTTTGATTCCTTTGTGTCTGTTGATCACTGGGGCGACCATTTGGGGCCTCATATATACAATGTGACGGTTCGTAACGGTGTTCTTGGATTATGACGCAAATGGGGTACCTTATCAGATGTGTGATATAAACAGTTCTTTATGCGACCAATAGGTTGTTTTTAAGATAATTAGGCATTCTTCAGATGGGGGGCGGATGATCTATGGTCCCCCGCATAGCTATCGGATGGTGTTGTGCTTTAAATCCGGAACCATTTTTCGGAGGTCAAAATCAACGCACCAGGAGGTCCCTAGGTCTAGAACCCGTAATCCTAAAGTAACGAGAGCGCGAGGCAAATAAGGGGTTTCTACAGGTTACCGTCAGTAGTATATGTGCGCTCGCGCTCATGGCCTGATTTTTGTTCGCGCTCGCGAGCGTCACTGACTAAGTACGTGCAAGAGCCCGTGATACATAACTACGAGTTCCAGGTGACTCATACGAGTTTTATAGC +ATGCTCCCTTCATAGCTGTTAAGTTTAAATTAGGGCATGTTAAGCTTACGACTGCGGGGTCGATAGAAGTACTATCTTCCGCTCAATTGGGTAGGCATCTGGAGTTTTGCACTTGATGTGACCAAACCTTAGGAACAAATGAACAGGAACGCTAGTAACATCGCGTTGATCTAGAACTAGATTATCTTCAACGTTAGGTTCAGGTTGAGTGTGCTCTTCAACGGCCTATGTCTGAGGTTAGCACTTTTTCTTTGGATCATTTCGGCCAAACTCCACCAAACAACGTCGACGACTGTCATGACCGGGTATAAACCCAATTCACCGCACGACAAGGTCCTCATGACAGCACAGGGTATTGGAATCTCAAGTGGGATACGCCAGAGATTATGGTGCACGAGCTAAGCTTGGAAGTACAACATTGTCTTTGACTAGTTATGGGTTATAGTATTAGGTACTTTTCTAATTATGTCCGCATATTTTTGCGTTCTTCAGCCGCCCTAGCTAGGAGCACCGTTGGCCCTGACTGGAAGAGTAGGGTAATCCGCCATTCAGTCTGAGTAAAGAACGTATTAAAGCCGCCAGTATTTTCGAGGGTTACGCACCCGTTAGCCGTATTTGGCAGTTCGGGACTCGATAAGAGTCCTGCGGTCTTAGTCACACTTGCTCGAATTACCTAGCGCGCCGTAAAGAGCAATTGCAGCTGGAGGGTCAGGCCGCGTAGCCGCAGTGGGTGAGGGCCGGCCAGGTAAGATTCGCGAAATGACTGAGACCGTGTCAGGCAGAAAGCTTGATCACATCTTTAGGGCATTGAACCAGACCTTCTAGACCGACCCTATAATATAAACATCCACAGACAAGGGGAATTATACTACTCCACAGGCTTATACAGATCAACACAATTCATGCTTGGGACGACTCGGCGTGGAGTCGGAATTGATGTCAATTCCGGAAAGATAACACATGAGGTTGCTTGTTGACATCCATCTAGCCTCAGGTAGGGTGGGCGAGTCGCGTAAGCGAGGCTAAGCGCAGTGCCCGACTGGGCTTAACATAGGCTAGCGGACCCTGATTAGCTACGACACCCTTGGAAAGGATTGTCGGCTATGAACCGCGTGCGAAGCACTCCTAACGGGGTGAAGCCATATGCGTGCAGGAATTATCTGACCGCCATTCTTACCGATAAGGATCATCGTTTACCGTGGGTCGAGAGGTGTGCAGTCCATAATCCAAATGTGTCGCGCAGAAAGATCCCGCGGATTCTAACATAGCGATTGATTGTGTCTCTCTAATCAAGGACTGTCGTAATATCTCCCAGAGGCTGTTGCCGTCCTGTGTTGTTATCCCGAGATTTCGTAACTTGATCACAAAATAAAGCTGATGTTAGGAGTAGGACTCTACACCACGGTCCTATTTTCGAAGAGACAAGAATACCCTTAGACGCACAATTATCCGGGGGATGATACCTACGCGAGTGTACGAAACGTACCAAACTCTAATGGCATTACGAGAATCGCAGTGTTTCTAAAAAGTCGTATCTTATATCTCCCATCAGTTGTTTAGTCATGAACTACTAGGGAATTGTGCGCCGCCACTCCGCCTAGCATAGCATAACTGTGAAAGCATCCATGGTGCATAACGCAGCGGACACCATTAGCCTAAGTTTAGTAACGCATTGTCTATTATTTACGAGCTCATTAATGGATGAGGCCTAATAAGAGCAAGAGTACACCGTGGGGAAACTCCTCGCCATGCCGTCGCCTGATCGGAGGATGGCCATTGAGACATCCCGGCAGCGCTGTGGTACACCAATCTTTTGAAAGTGTGACTTTGCGGGATACTACCACATAATCTTTGCAAATATCTCTAATGAATCACCACGAGCTGAAGCAGGAACCTCGTTGATTCACCCTCACATGCCTGACGATTACCTCAAAACACTGCCTTCGCTACCAGTCGTCTCCACCCCTGTGAATTTCGCAGGGTCCATAGTCTTTCCAATTGTAGTATGCACTGACTCAAATGTTCAAGCTCTTGGTGCCTCGTATCACCACCTCCACGTGGAGCTACCGGCACCACGAGACAGACTCTCAGACACCCTGTGAATCACACAATAGTGGCCAGTAAAGCCCACTACTGGCGACTTGGTAACGCTCCAGAGTCGCCTTCCCTACATATCAAGCGTCACCGCTGTGTCGGGTACACGAGGGTGAAAACCCTTTGCGCCTTTGTTAACGAAAGTTTTAACCCACCTTTAATAACAACACAAGCTGATCATTGCTTGGGCTGAAGGAGACAAGTCCCGATTAGCCCATAGAACCATAAGACTATGGCTCGGAGCCAGCTTAATCCACCCACTAGTGCAGGTCTGGAGCGCATCAATAGCCTTATGTGTAAGTCCCTCTCACCTGGAGGGTAGTACCATCATTACAGCGGGTTAGCGGACCACTTGCATACTACAGCGTAAGTAGGCCCGGTGTTCGAGCCACCCCTTATACCTCAGTCTCAGATCGGCCTTCAATGATTTTCCTGCCGTCATTATCTCTACGGGGGATCATCCACAGTTGATCTACCTGAATGGGCATAGTATCCCCAAAGAAAAACCAAGAAATGGTCTGATCGATACTCTACAAGCGTGAAGCTATTGGCTCTCGGCTCGTCATGTCAGTCGGGGTCCCTGACCGAAATCGTTTGCGAGCTTTCGGATTGTCTCTCCTCCCAAATGGGTAAGAAAGGCGCTGTGTTACGCGAGGAGCTAATCTACATTCCACAAAATACGGAGAGTGAGTCCACGGCCCTGGCTGCTGGCACCGGACCCAAGGCTAAACCAAACTTGTCCACGGACGGGTGTGCACCCGGGGTTATGTGTATCTGGACCGCTCTCGCGTACGTAGTTAGGATGGTAATCCGGCAGGTTCTAGGTTAGGACCCATTTATTGCGCTGTCGTTCTCTTATCTATACTAATCATTGCACTATCTGTTTGGAGATTAAAACCTGGGGATTGTTCCTTATTGGACGAATACTGTGCCCTGCGAAGCCCCGACAGCGCGGATATCTGGATGGCCTCTATAGCCAGACACATGTAGATATAACTCTGTGTTGCAACTATAGAAATAGTTTTAACTCAGCGCACTCCCAGCAACAAAATAATTCTAACCGGAAGCTATAACCACTCGTGGTGCTTAAACCTACTTTTTTATAGAGCCCAATATATTCTTTCTATGTGGTCGGGATCGCGGCCTAGGTAGTTTGTTCTCAGTGCCTAGCGCATTTACGAGCTGCGGAACGAACTCTTGGCAAGTTCACAATGACTGTTTCGACAAGTTAGCAGTACAAGCCGTCTTATTTACAGCAACACACGGATACATTCCTGCGGACGCTTTCTAGAGGGCCGCGACCTGTGCACACTGTGCTTCAGGGCAATGCCTGTGCTCGAGGCCCCATATCAGTTTAATTCCGAAACTCAAATGCCTCAACGCTCATGCGCGTTTAACACGAGCGTGGCTGGCTGTAGCCCGACGAGGCGATTGCGCAATTGCAGAAGTCAAACCGCTAGGAGGGTAATATTTCAGGACCGCGGGACTTCGGGCACAAGACGTCATTGAAAGGGAAGCAGTTCGACACGTCACCCCCCACCCTTTAAGCCCCAGAAAAGTTTTCCCTGGTAACAAAAATGCATGTATTACGAAGGGTCCGCCGGCGTCTGTCTTTGTGGATACATTGTCTCGAACGTATGTTTGTGCTATAAACATCGGTGACTATCTTCGTACGAATTCTACTGCTTAGGTGAGTATTTACTCGCCGCCTACCTTTTTTCGTATCTTAGTCTGGGAACCGCCAGCTCATCCCACCCCAGTATTTGGTTTACACCTGCATAGAGTGAATCTTCTGACCACAAGCGAACGCAGAACTTCAGTTCAGACACCCGGATAAACGGGCGGTGCCGAAGCAAGGCTTGCCGCGTGAGAGTTCTCTAATAGCCTTTCGTTACGCTGATAACAATTGGTGCTCGCCGAGAAGCCCTCTTAAAGAACTGTTCCTTAACGCATCGAGATAATAATTCTCCGCAAGTTGTACCAAGTCCACCAAGCTGGTTTGCTGTTCGTGAATAGGCAGGGTTCATTTGTGCAGTACCTATTAGATCGAACGAATATTAGGGTTATTGAGGAGTGGTAAACGGCGGGGCGCACATGTGAACTATTTGTTTTCCGTACGGTCTTGAGCACGATCATCACAACACTTCTATGTACTTGCATTGTTAAGGCATCGTGCTTATTGTAAGTTAAGTTGTATCGAGCCACACAACAAATAACTAGAGGAACAAGTAACGCGTGTTAATAAACGACAAAGACTCCGAGGCAAAAGATGATTCTATAGTAGCCTATCGTTCCACGATGAGTACAAGTACGCTATTAGCTGAATCGGGGAGAAGGATAATCTACTACAGGTATAAAGGGATCCTATATACTGAATAACAGTATGAATGGGTCTACTTGTATGGTTCTTTAGGACCCCAAAGTGGAAGTGGACCGCAAAATCGCGATTGTTGGTCCTCTTTCTATCGTGTTCACTGGGGAGGTCCAGCCGACATGTCATATGCAACTGTCGGTCTCGGGACGCCGACAAAAAGGATTTCTCAGAGCGAAAACTGTGGAGTATTTCAGCTAAAAGCGATTCAAGTGCGCGCAGAAGGAATACAACTGATGAAGATGTCAATCCGCCCAGGTGTATATGCTACAGCTACCCCCGGAAACATTACGACTATATTGTGATTCAAGCTCCTGTACGCTCGAAGAACATAGTTCAAGTGCAACTTGACTTGCAGAATCCTGTGCCGGAGAGGATGTGGCCGTTTGTAGCCGTAACGTTTCACAAAGAGCCATCAGAAGTCTCAAGCTCCGGCTTGACGTGAAGCCCGCAGGATTACCATGTGATCGTGCTCCTATACCGCTACTAGACTAAGGACTTCGAAACAACACGGTGTACATGCGGGCATGAGTGTTGCAGGAACTTTTAATATCGCTTGGGGCGCACTGGGATGCGGCGTCCTCTGTGGCCCAGTCTCCCTTGGGTCAATAGCTAAGTTCAAGCTCGTGTAGTGACGCCTCCGGCGTAGGCTTAAGCTCATGTGCTTACCAGTTCCGACATTTGTTCCTTGGCCCTCCTGGACGTGTCTCCGCACAATGTGAGAGTTTATGTAAGTTGCGTGCATTCAGTAAATCGGCGTCCTCCCAAAGTAACAAAGCTGCTGACCTGTTTATAGCCGCTGCATGCAAGTGATCCAGCGGAGTAGCCAAGATTCGGTGGCGCGCTACGCAAGGAGCGTGGGGCCAATTTGCCATGTTACCAGTGGCAACGTTCCCCGCACAGGACCACCCGCAGATTCACTAACCGTTTAATGTAACACGGAAGGCGGGGTGGATAGGTGGAGAAGACGGTAGATCCCTTATCTTATGTGACTGGTATATCAAAATCCCCCGAGCTTAGGTGAGCGGGGTCTTCTACCGGGTAGCGGAGATCTTAAGGGAGAACCAGGCACAAGGCACGTCGCCGCCAAAAGACAGCGAGTGGTACCCGAAAGCGATACTAGCCTCTAATGAGCAGTCACGAGCGAGCATACCGGAACCCCACACCGATGGGTCTCCCGGATTGCGTCTAGCAACGGAGCTCTGGTAAATGCGGTTAGCATAGTATGGACATGAGCTTCTGTCACAAGTGGTGAGGACCAGCAACTGAGTAATCCCGGTGACCGCACGCGGTATAGGGTCGTGCCAGAGCGGTAACAGTGAGGCCTTACGCAGACTAAAGGGACGCTTTGGAAACCTCCCATCGTTGTTGCCCGTATGAGAGTCGCTGGATGACCTATTAGCGTTCTTAAGCGCGCGCTAGTTGCAGGTGGCTACTGCGGCATACGCATCAGAACGAAAAGTGGATCGATCGTCGCTTCTCGGGGTAGTCTGACAAACTCCCACGGTGGAGTTACCAGATTTGTAGACATGGAGATCTGTAATTCCCCTCCTCTTGGTTTTCCAACACCGCCTCAATCCTTGGAGCGACCACTGCAACGCAAGTGTTCACAAAGCGATTCCTGCCAGCGATGCCCTACACGAGGTTCTGACATTGCAATGCGAGAGCAACGTGACCTGAGTCTTCCCCCAAGGCAGTGTATGTGTCTGAACTCATTGAATAAGTCTGCCCGCACTTTTCTTTTAAGAGGAGTCAGTAACCGTTGCTCAGTTCTTGTCGCTTATAACAAGCGACCTGCATTATATGGGTCATAAGACACGGTATAGGTTTGTTGTGAGCTAGTATCCCGGTACATGTGGTCCGATGTTCCTCAGCTATAGCAGTAGGAAATCCGGACCAGTTATCGTCCTTGAGGACACGCAAGTGTAATGTGTTACGGGGGCGATTGAAACCAAATTATTTTGGGGAAAGTTACAACGACTGTTGTTGAGCAGTTAGTCTGAGGGGGTCGCACAATATCAGTCATACCTGACTTACGGCTCGTGGTCGTTTCGACCAGTACAGATGGCATACCATTTCGGACATCCAGATTCTCCTATACTCTACTACAGACTAACCCTCATTAAATCAAGTGGATCACGGCTGGAATCTCGTAGACGCCGACCGCATCGCATCTCCTCGTTCGATGGGAACACGGTTGCCACCCCTTACGTATGCTCTCCTGCCAAATGCCTTGCACACTGCACTCAACGCCATGCTTCGCGCACTCTTGGCAGTAAAACGGGTGCCCAGACCGGTCAGATCGTTGTTTACCGTCACGGCCTTTCGGTGCACGTAGCAGAATGGGATAGGGAGGTTAGTGATATGAGAAAACTTAGTTGGGAGAGGATCTCGTGGGTAGAATCTTCGGCACTCAAATATAACTATCGGCCGGCTCAATTCAACCACCTGCATGATCCGATAGCCGTGTTCATGGCTATTGCACTACCGACCAATGGGACGGGGAAAAAATTCTCAAGCGTGTTGTGCGGGACCTGCTGGTGGACTACGGTCCTAATTCCCAGTCCCTCTGAGACTTGCCACGGCTGAGACACATGCCGGCATTCATCGATTCCCTCATAACCCCCATGTGTAGTCGGTAGGTATCACCTGCCTTTAATGACGAACGGACTTTTATAAAGAGACGTAGAACAGAAGGTAGAACTTCGACTGCCGTAGAGTAAAGACAGACAACCTCTGGCCCTTTGTGTCGTGGCGTGATTCACTAGGGCATGTGGGGACATAGCGACACCAGCCCCATACTTATGGCATGAGTGACTCGAGGGAATGCTGTTGTGACTCCGGTCCTGACCAATTAATTCGCACTTTACTCGCTGTACCCTTGTGCAGCTATAACAACACAGAGGGCTATATGGGCAGACCACGATTAATGCGGAAAGACCAAATGCACCGTGTGGGCTTCCCTACACTAGCAGCACTATCGTTGCCCGCCTTGTTTTCTATACGGCACGATATGTAACTCGTCATCAGGATGAAATCCCTCAACTAGTCCCTCTAAAATGAGACGCCAGGAATCCGCTGGCAGGTGTTTTGACGGAATCTGCTCTAAAATTCAGAAATTATGAACGCCCTAACTGAAGCAGCGGTTGAGGAGCCTGTATCATCCTAGTGTACCTAAGTCCCGTGTGCTTACTTTCTTTTGGTTTTTACTGTCAGTACCAACCACCCAAATTTTTTGTAAGGTTTGTTTAAACCAGTCTAGGTGGGCACCCAAATTGGTGGTGACGTCAGCGCCATTGACACCCGAAATAGGACGGTCTTAAGCCTCCCCTGTCTCCAGCACTAGCTGTGCTTACATGGAACTTTGACGTGGACTTTGCGCTGATTCGCATCGGCCAGGTCAGGGGCCCTAGGGTCGAATATCGGGATAGGGGAACTGTACTGAGCCAGGAGGGCAAGACAGTTTAAGTTGCTCCCTTGCCTATCCAGAATATTTTAACTTAATGGCCCTGTTGGAAGGAGGCGCACGCTGCTTAGCCTTCGGACCCCTTGGCTATAGGCCAGCTTTCCTAGCGTGAAATAGGGGTGGCAAGAGTAGTCTGGGACCGCGTCTCTCTTTGAAGTCCTCTGTGACAATGTACGCAACCAACGCCAAGCAAAGATTGAACGACTGTTTACTAGCGTGTGTTTAGTTCCTGGGGAGCTCATGAACGGAAGTTCGAACTGGTACGTCAAACCAACACATGACGTTAAAGAGCTGGCCTCGATAATGACGAAGGGGGTGGCGAGGTCTCACTAATCACGGTGGGACAGAGAGCCATACTCGAATCAACGGAGCTACACACTATCGTAGCTTAAATCCATTTTGATGCTTGATTTCCTCTCCTCCACTCCGCAGACCTGCTCCGACTCCCATTAAAACAGTTAACACTTAATCGCCACTCTTAGACTCTTATGATACCTCCAATTGCTAACTAGGATCGTCGGATGCCTCGCCTCAGGAGGCGTAAAAGGTACGAAACCTGACATGCCACATTGTTGTTCGTCTCCTCTCCGCGTCCCTCTTCGGAGAAGGGCTCGCCACGCTAATGCACTTCCGTCAAGTGAACGTTTAAGGAGTTCAAGATTCGTTGTCGGGTAATTATTGGTCCTGGTCGTCTCATAACGGTCGAAGAACTGCATCTCAAAACACGTCGCACACAAGGCGAACCCCTAGACTATTCCGTAATGACGCTAGGAGTGACCATCGTGCGTTCTACGGCAATTCCGCAGTCTCCTTAGCCACCGACTTACTAATGGGTTATAACGAAGGCATGCGTTCTTTGATGGGAGGCGTGTGGTCCACCTTTTTAGGTCTTTGGACCGTAAGGTCTAGCCGAACACTGCAGAACTCGATCCATATCTATCGCGGTGAGCCTAGTCCCTGACTCATAGTCCCTTTGGGGCTACTGCCAGCGGGGTTCACCCTGCGCTCTGGTGATACACTGTGAGGATGCCAATGTCCACATAGTATCCAATAGTGCTGTCTACGTCTACAACCTCCGGGTGCTCCGGCAGGTTACGCCTTGACTTGCGCACTGCCTTACTTTTGACCCGCCCCGCCCGAGTGGCTACTAGGTGGGGTAACCCGTATAGGAAGGTTGTACATATCGGTCGTTACGTGGTAAACTTAGCATTAGTTAGGTTCTGCCCATTATAAATTCCCCCACATCACAACCTAGACTTATTCAAAAGGCTTCCTCTATAAACAAAAGAATAAAAACAGTCGTTATAATTAATGAATATACTACTAGACCAGTAGATGCGCGTCCTGAACACACTAGCCTGGGGGATCGAAATTCAGACGGCATTAACCCAAAGTGTTACTACGATTTAAGGGTCCTCGATTCTCCGAAGGTTAGTACTAGCGACACAGACGTGCATACTGATCAGCAAAAGGTTTAAAGACATAGAAGGACGTGGGATTAAGTTCTACTGGATGAGGACCAGTACGTCCGGCCCCGACAAATAACCGAGACTGAATTTCAGTGTAAGCGTGTGGTAAGATTCGCGGCCGGGAGCATGTACGGACCACGTCCGTAAGGGAACTCTCCGTATATGCATCCGCTATTATGGCGTGGACTCATGTTCCCCCTTTATTTGTTAGATCTCCCATCTGATTGACTAAGATGAGGTGCACGTTAATAGTGGGGATAATCTAACATATGCTAATTAATCGGACAGGAGGTTGTAAAAATGGTGGTGTTCAGTATATGAGCACTTGTAGATCGTTAGGTGTAAGCAGAGGGAGATGGTGCTGGCGGGAACGAGTGTTCTGAGGTGGGCCCGATCGCAAGCGCCAATTACTTCCCCTTTCAAACACTGGTATCGAGTAGAGCTTTAATAAAAAACAGCGAATAGGAACCGCTAATTCATCATGAAACGCATCTTTGAATCTCCAGAAAATCCTTCTTTGATCGTCGCCTCTGTCGCCGCGGTACTGAGCTTCAGAGAGTTATGTACAGTGCGCCTCTATCTTGACTGGCGCCGTATACG +GACTATGTGGTGCGTAGCAGCCCTTCTTTGGCTTCTTAGCTGTAATAGCCCTGTGGAGGTCACAAGATGTACCAGGTTCCCGAACTGCCCCTCGTCAAATTCCACATCTATCGTCAGTGAATTGCTAGTAGGGTTATGCTGCACACCTCTTGTTACGATGCGCACAACTGCGTGTAACTCCGAAGCCCGCTAAAACCCTATAGTGCTGTGAACCATGGAAAACAACGCGCGGGAGCGCACAACGCGGAATACTCGTTACGGTCAATGGAGACTCTATCAAACGTTATTCCCTAGACGGTTATATCTACCCCCTACTACGCGAATGCACTAAAAAACACGCGATGAACCGTGATTAGAATACACCAGGCTCGGCGACTGGCGCCCCGAGTATAAACCGAGGCCAGTCAGATAGAGACAAATCTTCTAGGACAGGCAGTACTACGATGGTGGGACGCCTATACAGAGGGCTACTCTAAGTACCGCTCGCATCACCGCACACCATCCTCGCCGTTCAGGTATGCATGGCGACAGGATAACGCGCCCGCACAACGCCGAATTAAATGAGGAACGTGTACCCTCCAATGGTGCTTGTGCTCAACCTAATCCAGCCAGCAAATGGGGAGAGCGGGTACAAAGGACTGCCACGCCATATAGTGAGCTGCAGCCCTGGTATACCGGTTCAGGGGATACGTTTCAATATCTTCACGTTGTCGGTCCACGGTCCTGCTCGTTCGAGTTCTCCAATACAATGGGTTGGCGATCTCTATTTCTCGACGATGAGCTCAGTTACTAGTCGTCGGGCACCCTGCGTTTGCACATCGTCAGTGGACATGCAAGAGTGGTCAACGCCATAGTGCGCCTCCGTCTCGGCAAAGCCATGCTCCCCAGACAATCGGTGACACGAGACACATGAAACGCAGTCGGGCCGTGATATATAGTCTGTTTAAGCCAAGTTCACTATATTAAGAGGCCCCACGCTTGTAATTCTCCAAGTAGTTGGGATTGTAAATTTTATGAAGCGGGAGGGGGCAAGTAATAAAAATAAGTATCCCAACTGACCGGGAGGACTCCTCATCTTGGCATCACCTGTAACGCTCCCAGGAATAGGTAAAAAGCGTAAGCCAAGACACGTAGTTTGGGGGGTTCACAAGTGAAGTAAAGGTTATGAGAGATCATGACTCTTTATGAAGAGAACCAACGCAGCCGAATCTCCGAGCTGCCGAGGGTGGCAACTCTGGTCTGGCCTTTGCAAACGGAGCTACTGCCCTTAATTTAATATGGAGGGCAGACCATCGAGTTCAACTAGATGAGACAGTGTCGATGAACAGCAACCCCCTGCGGTGTACTGACCCAAGCCGAGTAAAGGGGATCTGAGTCGGGTTTTACCCACAAGCACTTATGCGCCCAGTTAGGAGTGTATACTTGAACTACGCAAGCCCCAGATGGGCGTATAAGTCGCCTGTAGATACCCCTGAGAGAGGCCGGAGTGTCGGCTCCTGGAATAGTTGGTCCATTGTGGGCTAAATCCGTTTTGTCGGACCCGGAGCTATGGGGTGGAACATATGACCGCGATCTTAATCTCAGATCTTCAAACTTCCAAGTCGCACCCCGCTTTTGATGGTGTCGGGATTGGAATCGCTAAATTTTGAGATGTGTCACCACAGCCGTAAGAAGTAGGGTCGGTCCGTGACGCCCTTTGTTCAAATAGGGGAACTGGGCATGGAATAATTATAATAAATTGCTTGTCCGTCCGTGTTGTGGTGGACTACGAAATTTTCACCCTACCTCATAGTGCTAAAGTAGTACTATTGACCAGTAATAAGTGTTTATCAATACCTGAGACTGGGCTTCTTTGGTCCACGAGGAATTTAGTCGGACTTAAGTACGATAAATATCCAACTCATTGCTTATACCAGGGGCGGGCTGTCGAGGCGCACGAATTCCACTTTCCGAAAAGTCCTTTAGACTTCTGAAACGACCCTAGTAGGTTTGTTTCTAATCAGCCGTTGACATCTTCCGACCTCCGGCGTAAAGGCCCCTGGAGATGCCAGTGGATATATTATTTGCATGAGCAACATTCTGCCACACCAAACAACGCCGAGCGGGTTCTCACGCCAGTCTAGCCTGACAGGGAACGAATTCACTCTAAGGAGCCTATTGTGAGGATACTAACACCGACGTTGCCACCACTTTAGGCCTGCAGTAAAGCGCAGAGTCTCCACAACTTGAGAGGTCTACGCTAGGAACCTGTATACATATTTAGCTTCAATGATAGACAGCGCCCCGGATCAGCGTCCCCGAATAACACGTGAAAGCTAGGGGAACACGCTCGTAGAGTGAGCAGCTAATGGGCTGGTACCTGTTGCAAAGCGTCCCACCAAAGCAAATACAATAACCAGGTTCGCGTGTCTTGGCGTCCAGGAGGCAAGTTCTAACGATGCTGTCTGACAAAGCGCTGGCGCGCCGGTGGCACAATTGAAGCCCGTTGGGTATCGCAACTGTATTATGTTTGAAATAACTGAAGGGTTGAGATTAGATCTGCGTGTGGTTCGACAGTTCGAAGATTTTGATCGCCACTTATCGTTTCTTTCTTAAGTTGGACAGTCTAAGAATTTGGCCCAGCAGCTGACACGATGGGGTCTTATTTCAATCTCCGGAATGCACGATAGGTACTAAGAGGAGTATCTGGTCACCCTCCAATAAATCCCCAAGGAGCCCTACCATGGTATTCGACTTTCCACCGTCCCTTCACGAACTACTTGCTACTTGATTGGTAAATTCACTAGCAGGTCCCCCGACCCCCTTATTATTGTCGATTACCATTCAAACGGGTTGGTCGACGGCTACGTGTCGGAATCAATGTGGGCCAACCGAGGAAAAGACCTGGGTGTTCTGACTCCTTTGAGAAGCCCCGTAACTAAGTGGCGTCTCCTCTTTAAGGCAAATCCAAGCTCTCTCCCCTGCAGAATCTCTTCTGGCTTTAGCTACCCGGCATGTAGGGCTCACCTTTGGGTCAGCCATTGATGGTTCCCGCTTGATGTCCGAGGTATTTTGATCTGAATCTCATACGGCAAACTTATTATGTACATTAATGTCTTCACTGCAGGTCTTAAGTTTAAGACTATGCGGGTTGCCGTTGCTCGAACATCAGGCCTAAATGTGCGTTCTTTAGATGCAGAGTGCAAACACAGAGATGAACTAGCACAGGTGAGCCTCGCGTCCAACTTCAACATTCCTTTTCAGTGGCATTACAACGTAATCGTCCAGAAGAGTTCGCTGAGGCTTTGGTTGCCGGGTATTTACGTTAAGTACGGCGCAACTTGCCATCCTAATGTTCATAAACTGTCTTGAGGTAATTCCTGGTACGGGGGTGAGATAAGGCCCACCACGCCATACCTAACGTTTGAGGCCCTGGAATACGGGTGTAAGAATTATGGACCCTTCGGCGGGTACGATCCATGATCCTAATGGCCCGTATGGGCTTAATCCTCTACCCAGCACTCGCAGCAAAGGACTACCCAGCAATCCCTCGGTCATAGTCTGATATACAGCTTCTGTCAGGTCCACCAAACTGGTGCTACCCCCTCAGGAAATCGATTATAGTTAGGGCGAGTCTGTAACACGAGAAGACGCTCAATGGAAGTAATTTTAAACTAAAAGACAGCGGGCAAGCTGCTGCTGCAGGTTGTACAGGGAACGGGGCTGACGGGCATGTGCTACTGGCACGCGAAATCACCCTTACAATAGCTTTGCCAGTGTGGTTGCTTGCTGGATGATACGTACCGCTCATATGTCTTCGCAATCACCTGTCGATTGCTACGACCATCTATAAAAGAGTTATCGTAGCGCGTTGCATACGACTCCTAGCAGGTTCGATAGAGGACTCAAGTCAGTCGTAATGTGCACGACCCTACAAGAACAGCGCTCATGAGCGTGAGGCATAACCAAGCCGTTCCTTCTCCCTACGAAAGAAGCCAGCGATCTTGATCGGTAATCGCGGGATTTACTGTGGGTGGGTCAGAATATAGCGCATATTCCTAACTTCCCACTATTAGAATTCGAGCCGCGTATTCGTTAATCAACTAATATTGGACTCTAAGCTGTGGGGTGTTGCGTCGACGTTGAGATTAGAACTGTGAGCACTCATTTAACTTTTGTTCAGGCAGATCCGGCAGTCGGAGGGCCCCACCGGAAAATAACCTATTGGACCCTATCGCTGTCAGCCGGAGGGACGTCCGGGATCATTGCGAAAAGCCCTGAGAATTACATTGTGATGAGTGGTTTGAAAATATACGTCATATGAGTTATCTGATCTGGAGGTTCTAATGAGTACTGATGTCGCCCTCACCTTCGCCGGACTTAAATGCGAAATGGCCTCGCAGGTAAGTATTTTTATCCCGGGCCAGGAACCCTAAAATACGTCCGCAATGTCCAGCTCCAGTCGTGTACTCAGGGCAGCTCCCGGAACCCGAAATATGACGCCAATGAGAATCGGTGGCAATCCACCTTGAGACGAACCGCGGGACGTATAATGGTTAGGGTAGATTCCCAGAGCAATAAGAACGTCGTTACGCATCACGGCCGAGTACTAAACGTATCTTGCCAGCGTGCCTGTACGATGCTTGCGTCATAGCGTATCTCGCCCCCGTGCGTCCGGAGAACAGGGCGGTGACTCGATCAGGGGTAAGAGGAATTGCCCTATTGTCCTCGTTAGCATGGTCCACAAAGCCGGCGCAAGTCCTCGCTGCCCATTCAACAGTCCCGTTGTGGCTCTCTGAAAGCTCGTCAAATGCCCCATCGGTGAGTTCAACGCCAACGACGTTACAGCATATTGTCGTTGTAACGCCTTGCCGCGTGACTACGTAGCGCAACCCTTGCTCTCTCGGCCTGATATTAGAGAATCCAACTCACCCCGATAGGGGGGGCGCCCCGATACTCCCGGGTACAAGGGACCTAGGCATGGACGCCATTGGGCGAGGGACGGGGGAAACTGTTAGCGGAGAGAGCACTGGCCATTGATGCTCCTGACCTGTTATGGATGGCTAGTAATATCTCTTATACGGCGTACGCAATGTAAGACGACAATTTATAGGTTCTAGCCTCCCACGTGAGTCGTCGTCCATATGCGTAAATCGCGATGGTACCGCGCCTGGTTCGAACACCAGACAACGGATAGGGCTTCCCACTGCATGCCGTCTACATACTATCGCAGGGTGTTCCTCTCTCCACGGCGTTCTTGGAGAGCACAAGCAACCTGGAACGGTCCACAGACCCAGGCTGACGAGATCTTCAGTTACTGGGGTATTTCCGAGTGGGTGTGGAGCACCCCTTAGTCGTAACTATTTCCGAAATCGAGACTGCTTTTACGCCTAGTTCCCACCAATTCCAGCTACTTAACTCTTCCGCTTGTCAAGAATGAGTAGCTGGTACCACTCAACATCCACAACTGGGGGAAGTGCTAGTGGCGGTGGAAGGATAAGGGCCTCTGACGAAGGGACCTTTAAGGAGGCCCTGGGAGCCTTCAGAGGGACCACCTAGCTTGATCTGGGTTGTCGCCCTTCCCGTTCTGTGCGTCTTTGCGCTGGGTATTACAGTTCCTAAGGGGTGCGCGCGGTCATCAGGCTACTCGGCTCAGTTCACGTTACGCGCTGACTTCCGTACCTGCCGAGGGCGCCATTGCGACAAACGTCGCGCAATGAGCTTTCATCAGGTTATACCGAGCGCGGCGAGAGGTCTACACAGATGAAACTAAAGCTCTCCCCTTCCTGTTTTCATAATAGGCGTAAGCTTTCCTCGAACTTCTCCGGGGTACATACTGGGCGTTCCGCCTCAACCGTAAGTCTTAACTGAGAGGATTGAACGAGTGATGCGCGGCTGTGCTAGCGGACACCGTGCTCGTTTCCGTTCCGATGACTTATCACTTCCAATGTTGACATAGCTGACTGCGGCATGTGTCGTACTTTTATTCCCCAGTTAAGTCGGAGATTTTAAGATGCTGTCTAGGACGCAGGTAGCCGCCCCGTCGCTCTGTTGCCTGAATGTGTGACACGCTACCGTAATTTGGAACTCCTTCCTTGATAGCATTCGGGGCCCATGACGCGCCTTATCATGTCGTAACGGTTACTAAACGCATGATTTAATGTACTACAGAAGACGAGGCAAGATGTGCAGATGCACCGGAGGTGACTGTCTATATCACTCAAATCCATAGTGCGCCAAAACTACATGAAGCCGGAAACTATGTCCAGCAGCGGCTGCGTGAATTTTATCTAAGTGAAACATTTCCTAGCTAGAAGTAGTCGAGAAACACGCAGAGATGGCGTTGAGCACCGTCCAGCCGTATTGTGGTACAGCACGTTGAACTGGTAAATTCGTTGCGGGAGACTGTGCGGCAGAGGCTGATTTGTGTGACGTGTTATCCGATGGACAGCTTATGGTCCCCTTCGTATGGACGATCCCGTGGGGCCAATGGCGCGACTTACACACCCTGAGCGCTATACGTTTCCGGGCGGGTTTCCCATCTCAACAACCGCCGTGACACATATGTATAATCTCCAGGCTTAAAGATGCTACGACCAGCAGCGGGATATAAGACTTCTGTTGCCTGTAACATGTGCAGGTGGGTAGGCCAAATGGTCGTCTACGAATAGCAAAGAACTGGTTTTCCTGTGATTGCTGAAAGAAGTCTCACTAATTCATAACATCGCAACCCAGCGCTCGTGGTTGTCTGCTAGTCCAGGGTTGCCCTAGGTCCTATTGGGTGTGGATTTCGTAACCGCCCTCGCCTCACATCTGTCTTCTATGAATGGAATAGGGTGTAAATGTGCACACACCTGCGAATCAATTGTCGTCGTTCCCGTGAATCTGTGTACAAGTTAGCTGGCCGTTAGGGGGGAGCAAAAGACAACCGGACCGGAGGAAATGTGTGTTGTTCTCCTGGGATAGGGGACTAGGTGAGATCTGCAGGCGAACCACAGAGTCCATAAGAGGAACTGCCATACACTATTTTGGCAGCATTCCCCGTAACGCAGGCACCTCCTTTATGCACACTGGCGTGTGTAACCCTTACATATTAGCAAGCTAACGATGGTGTCAAATACTAGTAGGCTGTCGACTTCTCAGATTATAAAGTACTCACGTAGAGTGGGTCAAACTAGGAGTTCAACCATATTGTGGGACCGGCGTCGCATTTGCTGGCGGCGCAGTGAAAGGGACGCATCTTAGAACTCAGGGTTATCCTGTGATTGAAGGTCTGGTTGCTATCTGGTATTGTCTGCCTCTCCCCTTAGCCGCCACAGCCGAACCTATCAAAGCCTCCTAGCGAGGGTCTATTACCACACCCGTGTGACGATAGAGCGGGCTGATTCACGCGTTGGTCGCAGAACATGGCCAATAAGGATCGGAGCTGGCTGAAGGCCAATCATCCTAAATCGGGCTCTGTTCATTGACTAACCTGGTGGTGAGCGAAATTATAAGATTCGTCTCCCTCAGCGGATCAAGATGTATCAGACAATACCCCGGTAACAATACCAATTCTCCCGTGTGGCTAGGGGGTAGATTCAAGAATTCACATTTGGCGGTACCTACGACCCGGTGGTGATTATGACACATCCATACCTCGCTATTTCGCCGAGCTTTAATTGAACCCTAGCGGGCCCTTTCCATTTGGATGAGTATAGGCCATTTCACAAACGACCAAAAATCGGCGTACCCCCACGCGTCGCATTGTTTAAGGGCTCCTGGCAACCTGTGAGAACTTCTGGTAAGGATTACGCGGGTCCGAGCATGAGATAGTCTCATATTGGAACTATCTTTAAGGAATTCCGGAAGACGTACACGACCCACAACTTGATCCCAAGCTGGGCGTGAGGCTTGAATGTTATGGCTTCCACTTTCGTAGCGACGGCGCAGAAGTTTGGCATTAGGGCGGTTATATGGGTTAATTATGTGATCTTAGCCCACACCCATAGTTTATGAGCTACTGCTGACACCCCGGTGGTCCGAGGGGATGCCCTGACTCGAGTGAGCTCCAGAAAGTTGGCTAGTTTCGATGGGATCGGGTGCTTGCGCACTACGTCCATCAGAGTAACGTCCACCTTTCACAATGAAACTCCCGAAGAGCAATACATCAACCCGAAGAATACCGACGGGCTGCTTTTTAAACCCAGGGTGGTTTCACAGACGTTCGTCGTCGCTACCGAACGAAGGCAGTAAGTTAGTCAGTTAGACTTGAACCCTTGACCAGAAGAGCGTTCGATGCTCAAGCCTCCCCGTGCTGTACAGAAAGATCGTTGTCTCACGGGCCAGCTCCAGAAGAGGAAATTTTCTCGAAAGGGTATGGCGCCTTGGGGGTCGGCTCGCGGCAATACTGAACCGACATTGCGTTCCTTTACGGGTGGCCCCGTTAAAATTGAGGAATTTTTCGCTCACTCGATGTTGTACTTCGCGGCCGCATTGGCGACATCACCATCAACTGTCAGTCAAGAACGGATTCGCCTGCTAGTCCGATTTGCAGTATCTCCGCTAGATCGGCAGGGCTCATTCTCCTCGGGAAATCGAATGTCGGTATTCTGCCCTGCAAAGCAGACCAGCGGGCAGGAGAAACCGATAAAATCAGGGTGCACTTTACCCTCCAGTTTGTTTTTCACTTAGCCTACTCTATTGATCTTAGTAGGTTTAGTCAATACATTTAGGTGGAGGACCATATGAACTCGTAGCCGAATGTGCGGAATCCACGAAGACCCTCGGGTCTAACTTTGCTGCCACGGCGACAGTAAGGTGAGGAAGTTACTTGATTGGCCGTGCTGCCCATCTGGTACTCTGACTTCGGTAAGGGCATGGAGTTACTCTTGGCTACTGTCCTGTCAAGATACGAAGGAACTTACGATCGGGTGATTCTGCTTGCTTACACTAATGGACAGTTGCACCCCATATGGTCGCGTAGATAGTCTGCGATGGAATCTAACGATCCCCCTCAAAAGTGTGTGAGTACAAGCCACCGGGTAGACGCCAAAATAGTGGATTACCGGGTACCACACGGGATTATGCGGTCGTCTCGCTCCATTCATGTGCAGACGTGCCCGAATTCGCCTTGGGTTCGGTTTGAAAAGCGTTGATGCCATATCTCCGTACTAACCACCGGTGGGGCAATCTAACTGTCCTTATACACGGTCCGTACCCCAGCATTTCGCGGCTCCAGGTCGCGCATGCATGGCGCAGTGACACCGTGCCGGATCCTATCATTTCCACATAACCCTTACCGTATGCAGGATTAGGCATGATGCCTTATTCCGCCCTGGGCTCATAGACGTGCGTTGGTCGCTCGATGTCAAAGCATAAAGATAGTTAGTGAACGTGCGCTTGTCTTATACGACTTATAGGGTTACTTTCAGATCGTCTGGCCGGACTTGGGACCCTAAGGCATAGCTTAGCCAAAAGTAACGCTAGGCTCTACGAAAATATCGTGGTAGACTGGTTCCAATAAAGCCGGATCGCAATACCCGCACATGGTGCTTGGCTCTACCTGCAGGCATAGTCTGACGTTGTGCAGTAGACGGTGCCACAAAAGTTGACCAAAGCCCACAAGGTCAATAGACGATCTCGCTTGACTGGATGCGCAAGCAGTAAGCTACCTGCGCGAAATCAGGTTTTCATAAAATCTTGCGCGAGAATAACCGTACGTTTTTTATGCTCAAAGTCCTGCAGGCACGGAGCTGAGGACAATACTTACAATCCGAGGCCCGTGCCGATTCTTAAAATACACCGGTGCGAGTGCCAGACGAGGTTGAAGCCGGTCATTCCAACTCTAATCTTACTTATTGACCTCGTAGCCTCTTTGTAGATGACCACCAAGCCCGAAGTGAGTAGTGCTAGGTGTCTCGTCCCGGTTTGGCTCCTTAGCTTTGGGGACTGCAAGTGGGCACTAGAAGCTTAGGTCACCGAATAACAGTGAATACGCCAGAATTGGATTGGAGCCTTCGTTTTTTACAGGTTGTTCGAC +AATATGGGACGAGACTCTCCGATACGCACAGGCGTCACTCTGGCGAAATGGGGGGACTCGATCGCATGCTAAGTGATTCTCTGTCAAGACCCAGTGTTCAGGCACTCCGGCTGTTAATTCACGCAGATCGTAAACGTGACCCCACAACAAGCCCGCTGCCAACCCTTCCTGTCATGCATCCGTTTCCTAGACTGTACGCTGATTCTGGAGACATAACGTCATTTGGAACGTTGTTTGCGGAGAACCAGTAAAATTGGAGTGGGCGGAAAGTACTATACGAGGAGGAACATATGTAACCCCAACCAGACATCGGGACGCGTCGGAGGCATGCATTCAGGGTCACTGGACAGAGCGTACAACTGCTCTTACGTTGCGAATCCGCTAAGAGTAAGGGCACCATTAGCGCGGCTATCAAGGACGAGCTATTGAAGACAGTGAGAAGTGGTCCAGTCCAACTAAAAGCGTACCATCCGCAACCGGAGTCTTTTATACCCTACAGGAAATCAATGGCTCACAAATATTGCCCGGGACTACGGGTCACGATTCTTCTACTGTAACTGCACGCAATTCACTAATCAGTTTCGGATGGGATGGCAGCACTATTCTGGTCGTAAGGCCCTTCTGAAGGGGAGTTCATTTTACGCCAAGCCGCTCTTGGGCATTTGATCAGACATGGTTCCATTAAGAGCGTCCGCATCGAATCCGTTGTCATATAAGATTTTCCGTCCATCCTTGCTGAGTAGTTGACTTCGTGACCCGGCATATGGTAGCTTTTGGTACTCAGAAAGGTATTTATCTGGGAGCTCAGCATCGAATCACTTCTTCATTTCCCGTGCCGTGTTTGAACCAGAAAATCAGCTATAGTGAACTTATTGTTTATGCTGCTACCGACCCAATACCAACTTATTATTGCGCGGGATAACGCGGCGATGCAGCCGACCTTTGCCATGAAGGGAACGTCCGGGATTGACATAACGGGCATCGCATCCGAGTGCGTCGGCTTAATGGCCACAGACGATTGAGGTTAGATCCGAGGACCCGCTGATTGTTGGTAAGACCCAGTGTCCTGGCAAATCTTATGTCCTCTAGACTTACGGTGCGTGTTCATAAGGTATTGTAAAGAATCGCCCGTAAGTGGTGTCCTCCTAATACCCCAGAGTCCTCGCCAAAGTGTGAACACCCTGGATCCGCGTAAGGGGGTCCCCAGGGGATTTGGAGTCACAACCTTTGCTATACAGAGCCGCCATCTTTAAACGGACGGTCTTGCTACGGTATACGGAGGCGGGACTGTGGACCGGCTATCTACAGTGGGAAATGCAGTTAGAGAGAGGAGTAGAAAATTGATTTGAAAAACTATTTACCCTCCGGGGTCGGCCCCAGCCTGGGTGGGTTAATGGCAAAAGGGTTAAATGCGAACTTTGGTGTGACACGACAGATGAAGTTAGAATATTGGTCCCGGGTAGCCCCATGCGGAGAATAATAGCTAGAGCTGGCATTCATACCGCAGGTTGGTCAGCTTAAGTTATGTCTGCAATGAGAACTTCCTTTGTTTGTGGGCGTCCCCCAAGTCTCAGGGGGCCCCATATGGCCGGGTAAACTTGGCTCTCAGGCAAGAACGGTTCGGAGGCTCCGAGGGGTGAGTAGCATTTCGTTCCATACTGGGGCACTATTGTACCCACCGAACCGGAGTAAGGTTGATGTGCTTTAATCGCCGTGCCTTCAAAGTTCTGATCGTACTCACTGTGGGATGTCGTCCTCTGTAGCGCGACACTATTGCGGCAGGTGACCCAACCGGAACACCCCCCAAGGTATGTGAAAGCCGGGCCGCGGTAAAGCCGATGATAACCAGTGTGACAGAGCGGGTTAAATAACCTGGCTGTTATGCATAACCTTTGGTTTTTTACTGTAGCAGGTCAAAACGGACCTACGAAGACTTAGATAAGTATTAAACGGGAAGCGCGTAGATCCGCATGTGGTGTTGCGCTTCGCATTTTCATTGGCGCTGTGCGCCCGAGGTAACAACAATCTGTCTGTTATCGCGTGCTCTTCAAGAGTCCCCAATTTGGTCTCGGCCTAGTTATATATGCATGAACATTTTATCTCGCCTTAGAATTAGGCTGAAGCCGCACCATCGGGTCGAAGATGCGAGGTGTCAATCACTACCTTTGAGTACAATCTATGTGCCTCCAGTTTAAGTACATAAAACACACCTCAAGTCTTATTTTAGTCTTATACACCGGTTCATCGTTGTTCTTCTCACAAGAATCCCTTCGCCGGAGGTCGCACGATTCATAATTCACCAGTCAGAAATTGCAGTTGGGATGATCACGGGGCGACCCGGAGAGTTGGGCCTATAAACCTTAGCTGTCACTCTATTTCCGGGCGGCTTGCGGGATCGGTTATAATATTCCCAAGTGAGCGTTACTATGTTCTGGACGTAAAGAAAATCTATTAACTACGAAATGGTTATAAAGCCTGAACCAACCCAGTTGTTCCGCATCATCTCTGTTTCATCGATTGGGCCGGTAATTGATTTCTGAGCCTCTCGTCAGTCACATGCTGTTGTTTGCACTGCAGTGGATAACCGGCAAATTACTAAGGCTCTCGCACTCCACTCTCTAGATGAACCCTTGTCGCTTGCTTGTCCCATAACAATCCCGTCGCCTAGGTAAGAGGCATCTTGCAGCGTGCGATACGCTCAACTAAGCACTACCCGAGATCCGCATGTAGACGGCTGTAGCTGGCACCTCAATTGATCTTTACGTGCCGCATCTGGTTTGCATAACCTGAGGCTAAGGCAAGTCCCAACTGGACTATATCAGTGCAGTGAAGGTATCAAGATAAAAAAAACCGCTAGGTCGATCTACAACTCAACCAGCAGTCACCAATACGACAACCCGTATAAACATTCCTTGCAGCATGTATTACCCTACGAGTGGGGAAGTGATCCACATCTTCCATACCTGTTCGGTGGGCCGCGTGAAGCACGCGGCATAGGTTACTTACACAGAAAAAGCATACGTTGGTCCTAGCACGGCAGTAGACTGTTCACATAGGATTAACGAGAGAAAACTAGTGGGAGACGAAACTTCACAAAATACACGAGCTCTGGCGTATTACTATTGTAGTATCAATATAAATGTCAGGAGGCGTACCTGTTGGATTTATAAAAGTGTGATCTATGCCTCTTAGGCGGCGCCGGGCCAAAAACTCAGGCCTCCAATCGGGAAATGGCATGATGGTAGCGATGCATCACAGACGACATGCGCCGTTCTGGGGCCACCGCGTAGAGTCTGACCCTTCGACCTTAACCGGTACGATTTTATCCATGTGTGTAAGAATGCCCCCGAGGTCCACTCGGAGATAATAGACCGTGTCACGGTGACGGAAAGAGTATTTACTCTGCGCGTTACTGGACAAGAGGTCGGAGGGGTGACAGTTCACATAAAAATCGCAAATATCTGCCGGCCGCGTTTGTTTTAGCTAGTCCACGTTAAGTGTCAGATCTGATGCCTAGGTATTCGTAGAGCTCTTTATCTCCTATATTTGGTCGAAGATGTCCCACCCAGCGAAGTCGGAACTGAAGGCCAATGGTTTCACGGCGACTTTATCACCAATGGATCGCCGAGTGACTTGATCATCCTGTATGTCTGGGTTCAGAGGCGGATCGACTCCCCCCACGTTACTAGTGTGCCAACACTAGGGAATGGTTATGCACCTCATTGAAGCAACCTATTCTCTTATGTCTCTTGTGGGGGAATCCAAGATATATTCTCAAACAAAAGGGACTCAATCACCTCCACACACGCGACGAGAGACTTGAACCATGACTCGAGTCCCACTTCCAACCACAAGGCGGTTTTACTTCCCGGGCCATCAAGAGTAAGGTAGTTCACCTGTAACTGGTCTTGGACCAGTTGACCTGCAACGTGTACGTAAGAGCAAGCGGAAGCGGATGCACATCCAACCATCTAGTTAGGAGCGATTAGACACACTACAGGAACCGCCTTTAGCGTCGTTGAAACCACTAAGCATTGAAGAAGGCAGGTCGGGGGTAGCATCGCGGAAGATTACCGGTACCTTACCACAGCAAACGGCTAGGAGTGCCGCGTCCAGTATAGCCGCGATATAGGACCGGGCACACTCTTCTAACCTTTAGTATCGATTTCGACTCGTGGGACGAGTTCTTATTACGCACACACGAGATCTCCAACTACCTCGGCGTTTTCAACGTCAAACTGTTGATGGAGTGAACAACTCGAGATACTCTTTGTGTGACTTCGTGTTGCTTATGATTGTACGTAGGTATCTGGGCAGCTTCTACGAACTACATCACTAGTCGCAATCGAAGGAGTGTATGCCTATAGGACGGTTGTGAGTCACCTCTGCGCGTATTAGGATATGTGGCGCCTGTCCAAAGGCCGCAGCTAGGAGCTAACGGGGACTGGTGAGTCCCGATCAGAAAGTATCTCTCGCCATCTTATCGATGAAGGCGGTGGTTCATTTACTAGTTTGCCTAATCTCGCTGAGGTTGGTCTACTTATGTAAGCCCGAGCGGAGAGGACCATAACAACATCCTTGCACCTTTGTCGGATTCTTGAAGAGTTTATGTATAGGACATTTCTTCAGAGGACTTCTGGTACAAGGGGATGTTATGCACGTATCTGGTAAGCCGCACATCACCTCAGTCTCATCCTTAGAAACGTGTATGGTATGCACCGATGTAAGACCACCCACATGTGATGACACTCTTAGTCGGCTTGCCAGGACCAACTGGCGTAAGACATGTCATCGCGTTCTCTACAATTCGGGGCGTGGGGATGCGTACGGCTCCCCCACTTTGCCACTGAGGTAACTATGGAGTGTCTAGTTGCCTCGTAGGTGGTAGATAGAGGGCTGCGCCAGGAAAACTGCGCAGTCGTAGGGAAGGGATTCGCGTGTACGCATGGTAATATCGTCCGAGGTTAAGATCACTGCTCTGCACCATATCCGCTAATCCGGATTCTCGTTGCATTGTGTTTCCCAGCAATGGTGCAGTTCGCGTAGGAACTAGAGTTAATTGCGCTTTGTAAATACCGCGTCTGCCGACGAACGTGCTCTGGATCACGTTCGAACCGTGACTATCACTTTGCCTCTAGGTCTGCATTGTGGCGTATACGTCCCTCGGGCACTTACAACTTTGAGCCCCTACAGTTTGCGTGTTCAAGACCACTCTCGCTGCAGATGACAGCGGAAGCGTGTTTTCTAAATGGAAGATGGTATCGAGCCAAAAAAACTACAATGAAACAGTTTTCGATTGATGCTGCCGCTGGTATTCATATTTTACTAACAATGAGTCCCATTTAGTCTTGTTCGATCAAGCAGTACTGGATGATTTTCGGTCGAAGACTAAAATACATATATCAGCTGGCACTTGTCGCAGCCTCGCCGCAGAGGTAGCGAGAACTTGGCTCTAAATCGCGTTTCGGGCAACGCCAACTTGGACTCGGTATCTTCCGATTAAATCGTGTTGGCGTCTGTGGTACTGTCGGATTCTCTTATGGCAACCATATCAATTGTACGCCCGAGGTGCGAGGCTTGGACACGAAAACGGTTTGTCATAGCCAATAACTCTAGCATGCAATATGGTAGGCAAGCACCATCCTCAAGTTTATGATCGGCCCGGCCTGTCGTGAGTATGAGCAGAACCTAGACCGGTGATTTGGAAGCTACCGGTGGCTCCGGGAACTTGGGGCCTCTAATGGCACAGTTAAGTTGACGTACGGGTCTGGAGAGAAAATTAAAGATCAATTCCCTTACTTATCAGCCGCCCGGCAGCCGGCGTGATCCACACACCGTTCACGGTATGGCCAGATAAGGCTTGAATGTGCATTTGTAGCGTTGCTCGTAACTATTAGCACTACGTAGAGTGCGATCGCCGGGCGCCTAGTGGATCAATAGTGAGGTACACTTACCCGCGACCTCAAGCAGTTATCTTGAATATTCCCTGAAACTGGAATAGTTTGCTGTTGTACTCTCAGCAGTAACAACATAAGTGCCGCACCCAGACTTTACGCGACGCGGCTACCGTTTTCCCGAGATCAAGGCAGTTAGCGCCTGAGGTCAAGTCATAGTCAGTCCGACCCTGTTCTCATTAAGTCTTGCGAGCTTGGTTTCTCCGGCTTATTCCTGCGCGCCAGATATTAGCTAGCTTCGAAGCGCATTCGCGTTTTAGTACAACGCCGTTGTCAGTAGGGATAATAAATTCATCGGTTAGTGGCGAATTTCTTGAGGATGTAGTGCCCCCAAAGGTTGGGCAGAGTTCTTTTTGGCTATAGTCGGTGGGCATCTATGAAGTACTGACCCAGTAAGGAAAGGCGTAGGGTTCTAGTGTAAAATACTGTTTACCCAAGTTCGTGGTACGACGCGGCTCATCTTTCATGGGGTCGGTCGCATTGACAGCGGAAGATTCTGACAAGGGGACTAAGTCATTGGCTGTTCTACCCGGCCCTACATCAGAGTACCTTACGATGCAAGTTTAAGACTATATAGGCTAAGCGCCGAGGCCGAATATAGGACGAGCGTATATAGACACATGGGGGCTGCCCGTAGCCACGTCCAAGCCTGCCATATATGGATATTGCCGGTGAAGCTAGGTAAATATATCGACGTCACGTAGGCTCGGCAACCACACAAAGTCTCACGGTCGGTTCACTGGAATCCAGGCTAAAAGCGATCCGTCGCGAACGACGCGTTCATCCTGTAATAGCGGTATCATGTATGCGGCTTACATAAACAATCTGAACGCCAAGATTTCCGACACCACCCCGCTCTACCGGTTTCTTCGCGCGTCTAGCGTTACGCATTCCGCACGACTTGCCACGACCCTCAAGTGGGCAATCCCACTTCCCGCGCGAGTATAACAGATTATTGACTGAGTCACTGGCTACTAGTCGCGCCTCCCCTATTTTCAACTTTGAACATAGCGATATAGCGCGGACCGGGTCCGTCTACTCTAAAAATAGATAGCAATGGCGAGCTTCACACCCGCCTCGGGCGATTCGCATAAGCAGTATTGAACGCATAGCCCGAAAGGCGGGAAGGTTGTCTTGCCTCCGTTTGTTGGCACAGCAAAATGTCCTATCTCTCAGATGAGCCGGCAAGCATATGGAGGAACCTTCGAACAGGGCCACCGGCCTAACCTTCTCGTCAGCCTCACACGATAGGGACTCTAAGGAACACGGTTCCATCCGCCGATCCAAGTCTGATTCTCTGATACTTGCGAGCAGGCTTATATCAGCGGGGCGCCACCTGATCCAAAGTTGGACACACTTACCTTGTAAGTAGACGCGCACTTGCTTGCTCGATCTCCACATCGATCCCGCTGCGAACGGCAACTCCATCGTAACATTGCGACACTAGCTAGTCATTGTGTGCAGTCGTTACTGGCGTTTGAGGGGCCACAATCAGCGCACGCCAATGTGGCTAACTCTAGTAGCCCGTGTCAATCAGTAAGGAGGGCTCGGAGACTCATATACATGCGGCTATTGCCACGGTTCACCCCAGCCTCCCGTATGATGTCTAGGTCCAGGGTATGCACGCTCCTCAAAGTCCAAATCCATAGTCGGGGTCATGGGAGGCAGGGTGGGAATACGAGAGCTGGTCCCAGTTTACCGAACTCCTCGCGCGAGCGCCATTACGTATCGGCGTCTAACTGTCCATGTCATATTCCTGCAATGTGAGTAATTAAAAATAGTTGGTAATGGTTCCGACCTGCTGCTTGATGGGGCCCCGAAAATCGCGAGCGAACCACACAGTTAAAGGTTGTTCCCTTGGCAGGGAGTATATTTATATGTGATGGAAGAGACTGAGTGCAGCTCCACCTTAGAAATCCCCTCTTATCTGTTCCTGGTATTAACAAGTGTCTTGTTTTATCATGCTCTTGTGGTTTAGGGGAGCTCCGCGGTGGGTCTGAGCGACGTCAGATGGACAGACAGAGATCGGAGCGCCTTCCAACTGAAACGATTTACATTGCTCTGGACCGTGGCGCGGGTCTGAGGGTCCCTCGGACTGGCCCATTGCGAATTTACCTCTATGGCCGGCACGGTTCGCGCCTAAGCGAAATCTGACATACAGAGCTTACGCTGGAATTCATCGGTGTAGACGGCATCATTTAGCGGGGCTTAACTAATAGTGACACCGCCCCCTGACATGAGTAAGCACCGCAGGATTGCATTGTCTAGTTGCTTCGAGTGAAGTTGTTCCACAGACGCACAGTAGCGGTGATTGTGCGGGTGATAACTCCAGAAGGCCCATCAGATCCCTACGACTAGGGATCCTTAACCAATATTTCCCCCGTGTGTGACGTGATGATTGAACAAAAGGCTTAGGACCGCGCCCCCTGATAAAGCATGGCACCAATACATTGACAGGTATTCATTGTGAGTAAAACACTAATGCATTTGATGGTCCCCAGTAGACTCCACCCAATCTGAGTAACAGTCTAATCGAGCCAGTGATTTATGCCCCGTGAGAATATAGATAGAGCGGAGCACTGTCACAGGTGGTGGTAGTAATTCGCGATTCTCCCCGCACCGAAATACCTGGTCACTGGTGATTCACAGCCTACACAAGGACCTGGCGCTCTTCGCCACTGGTGATTCAGACTCCCTGAAGGTGTGTCTAACTATTATCCCCGAGTGGCGTAATGAGCCCCGGAGGAGCCATGGTCCCATATTCGGCATTGCCCGTTGGCAGATCACTGCGGCGTTCCAAATGCAACTTACATGTCGAAAGTTTCTTTCATCTGTTTCTGCCTCTGGGTGTCGGCTGATTAGATCAGACGTTTGCGCTCAGAGATTACATCAGGTTGGAACTTACCTGCCTACCCCCGGCGTGAGCAAACAGAATCGGATTTTCCAGGGCAACGCTAGTCTATTCGCTCCGCCGTGGCCCTGCAAGTCCTGAAGACCCCTTAAAGTGCCTGACTAGGATAAGAACAGTGAGCATCTTAAAAGCGGGCCGCCGTCTCGCACGGTGCCCCCCCGAGAGCCTTGAGGGGAAAAGGTCACGGGAATGAGGTAAGAGTGCCCCGCCAACGCGATAAAAGATCTTCGTACGCTTGCCAGCCAGTCGACGAATTCGTTCTTGCAGCTTGTGAAGTATCACTAGGAACATGTGCATTGGTCCCCGTAGTCTCCATACACCTAAGGCGGAACCGGGCGTTGATAGTAGAAACAAGGGACAACGCACACATCGAAGGTTATTACTCTGAATCACACCCCTCAAAACTTCGACCCGAGGGTGGAGTAAAGCTTGATTGGGTAGAGTGTGCCGTATCTAGAGAACGCCGTACGCAGTACGTGACCAATAAGAGGAACCGTCGCTTGGTGTGCGTTATTTATCAGACTCTCCATGATAGTTCCCTAATATTCTCGGCTCTTGAAGTAGAGCTATATAATCATGACATTAAGTTTAGGAAGGGGGCGGGTGTAGGATTTGTACTTATCTAGCGATCGGACCGCCATGTGCGGGTGCAGTTGCCCGCGATGCCCGTCGCCCTTTCTGTAATTGAAATGGTCCCTGAGTGACATCACAGCATAAGCCGATAACCCAAGGACTCCTGCATAGATGACACTACAAGGGTGCGGGCTTAGCCCGTCCGGTTATTCAAAGTTCACTGTTGTGAATGACATTAGAAGCAGGTGGATTAGGAAGGCTCATTCGGGCGGTAGGTGACGACTGATTGCACTCCGGAAACTTAAGGAATCTTTGGTCCCGGTCTATGAATCAGGCACCACTACGGTCAATGGGAGGAATCTCCGTTGACTGATTGGGAGTTCGGCAAGCATACCGCACGCAAGATCGGCCCCGTTAAAGCACGCTAGAGCGTCAAACTTTAAAGATGATCCTGTCGAAGTCAGGCGTGCGGCTGAACTACAGATGGCGGACTCAGGGGCACTGCCTCTGCATTAGCTAACCGCGGAACGCCAAACGTGCCTCCTGACCACTCACTTCAAAC +TCGGTTAGCCCTGGCATGCATTTTGCCATTAGAGAAGCGAGAACTCCGATGTGGGATACGAGCCACCTTATGATTTCAGCAACTTAAGCCCCTGGAAATTAGCCGACACTCCATCTACGCTTGTCCTGCTCGCGTATCAAAGGCGAAGCTTCGCAAGTGAGTGAGGCGTCGAACCGCGATCTAACCAACTATTTAGGGAGTTTAAAGGTGGCGTCTAGTCGACCAGAGAACATAAACTTAGCGACAAGTAACAGTAATTCACCTCGATCTATCGATGACCACTATGCAGCCGGGGAAGTGGTCTGCTCGATGCGTCCCCAGTGCCCGGAGAGGGGAACCGCAATGACACTAAGTGAAATATATCGCCTTTCCTGAGTGGACTCAGTAGATTTAGATACGTAAAAGCGGTCGCATCGTGCTGAGGTTCTCAGGAGGTTCCTTACTTTGTCAGACCTAACTGCGACAGCAAGATGCTGCCCGGATTGGATTTCCGCGGAATAGATCGGATAGCTGCGCTTATGCAAGTTGTTTGTGTCCTAGGGCCTAGTTGGGATTTGTGGGCAGAAAGTACGTGTTTGGTACCCCCATATGTCGCCGCAGGCAGAACTGAGTGAATCCTGACCCTTTCATATAACCATAGTTCCAGACTTAAACGAACGCCGCGTGTAGTTCTCGTTTCTTCAATGAATTGACTTCGGCAGCGCGCCGATGTCGACACCAATCGTATCGCGCGAGCCATGACGCAGGATTCTTTGTTCAGTTTCAGGCTGATAGAAAGCAGTAGGGCCAGATCTCGGATCGAATGATTTCTGAAAGGGAGAAGGATAGTATGAACTACGAGGGTGTGCCGAGTGCTGGCCTCTACATGCGTAAGATCGCTACGTAATGGCTCTTCATCTCTTGACGATACTCTCCTCACAGCCCATGACCGAACCGTCCAGAGCGTCAATAGCGAGGGGTACACGCTGGCTCCCTACACGAGCCCCTTAGTATTCGCCCAGCCATCCCGGTGACTCTTCTCCACCGATTCTCTCGGGTTACTGGAGATCGTGTTTCCAAACTGCAATTAGTCGGAGAAGCTCAGCAATAAAGAGTCTGAACTGTCGGGTAAGGAATACTCCTTGCGTCCTCTGTTAGCGCGTTATAAACTCTGACATAGCTACGAATGGGTACGCATGAAGGACTCCGCAACACAAGTGCCGCGCTTACACTGCACGGAATAGTGGACCTGTCACTTATCCACTGGAACACACTAAGACTAAGGAACACACGCTCTCGAGTGGAGTCAAGAATTGTTAACCCTGACGGATATGTAAGCCGACGTACGACGCTACCCGATTAAGGTGTCAAAACTTCCGGTCTGGATTTATTCTCTGATAATCCAAAGCTAAAAGGCGGCTCACAGATGAATTCCAGCGAATCCAATCTCTTTTATCCTACAAAGCAATTCATGCTTACGGACCACCGGCGACTATCCAAACATTCTGGACAAGGCATTTCGTGCTCTCGTCTACTGAGCATGCGAGTACGCTGACGCATAAATCGGTGCATCGATTTTTAGCAACGGTGGTTTGACCATGAGATTTGGTGTCTACAGATCGTAGCCTTCTGGGGCCGAACGAGCCAGTCGCACGGTTGGCCATTTACCAGGTTCAAGTATCCATAGGTAAAGCAGAATGCGCACTCGCAGCGTCCAATTAAATGACTCCCTTTTCGCTTCCAACGCCGCCTGGGCTTCAAGTAGTCAAAAGGAGATACCGTACCTGCGTCGGCGCCACGCCATGTACTGTGCATTTGACGGACATGCTTAACAATTACTGAGACGTAAAGTGGATGGACGAGACTTCACCTGTTTCTAGAGCTCCGTATCTAATCTTTAAATTTTGCTGTACATGGCCGAGGAGCGGACTCGTAGTTTGGTTTTGGGTTCAGTACCTTCATTGGTACTAACTTCTCTCCGTCCGGGTCGCGCAATACCTGCACCCATCGAACGCAATACGCATGCTGGACAGGGTATGCCTCTCTTCGATACTATATGTATATGGGGCCATACTCATTTTTAAGAATAGTCGTAAGTTAATTCCGTCGGCCCCGAGTTTCGCAGGAACTAGGATATGCCCTGTCCTAATACCCGTTGACGATCATCTGTCAGTTACGACCATTGCTGATTGTTAATGACCCCACACGTCTAGGTCATTAGGTGGTGCCTTTACTGCAACGAGCTGGTCCTTAGCGCAATTTGAAGGGTTACTGGGACGCGCATAGGCGGCGGTGGGCCCACTATGTTTCAGGCCGTTACCGTTCGGATTCTCATATTAGACATGCCGAGTGATGGGAGCAACCCCGAATGAATTTACCCACTAAGTGTGATGCCAGAATTTTTGTGTCTACAAGCTCAGTCCGGTTCTTCGTAGGACCCCGGGTATGGAAGCGAACTGATTTTAGCATGGACCGACGGAGGGACGCGGTTGGGCTATAACGATTTTCCCCAATCCGGACCTTAGCATAATGGACGTCTCTCCTATCTCGATCAATGATGAGCTTTGTACATTGTACCTTTAGAATAGTACATTAGGGCGAGCTACTGGGCCGAGTTTGTTTTGGTACCGTGACCCTATCTCTGGCGCAACTAACTAGAGAAACGCGCGGGGTCCCGTTTAAGACATCTAATACCGGTTCCGACTCGGCGGCTCCACCGCCGACTCTGCTAGCCACGGAACGCATGCCATGCGTGGCGCGCGCTTCAGACGGTTGTGTAGTTTCTGAAACTGTCCGTGCATTGGGCGCCGTAGTGCCGGGACATTCGGAATTTCGGGATATTACGTTAGCGGTGGGACCACAAACGGATGCGCCAACAATCGCCATTCCCCGCCTTACAAACTCTACAAGTGACTCCGGGTACCGAATCATGCGTCGCCGTCAATAGATATTCAATAAGGCGATAAATCGGCATGTTATGCGCGGGCTGACATCAAGATATCCTCAGAACTCACTTTCGGGAGCGGCATCATTGGAGACGGAATGTTCCCTTGGCACTAAACTTTGTGTCAGCACTACCGGACCGTCTGGAGAACTGCCGGGAATGAATCGGCATATCAGAAAACGAAACGGATTACTACAGAGTAGTGTCGACGCAGCAATGCGCCACCGCATAATTTCGAAGGGTGCAGGACTTGAATGTCTGCTCAGTGTTCCGATTCCCGGCCCCGCACGTTAGCCCAAAACCGGAGTCTCACTCGCGGTCCGGATTCAAGACTGTTATCACGGCTAGGTGACAGGAGTAGCATCTTCATTCACTCAAAGTGTCTCTTTTTCCACGAAAAATCAACGACTTCGGGGAGCTCCCGCGCCTCGTAAAACTCTTCAGAGAACCTGTACCTGTGACGCCGCTGTGCAGTACTAGCACACGCACCGCGCGATATGTCTTATACTCAACCCGTTGAACGGGCTGCGACAACCACGTGTATACGACACCGAACCTAGGCTTCAAGGTCAGGATTGACTCGGGTTTTAGCCGCTTCCCATGTCTTCGTGCCCATAAGTAACCTGAGTGTACGAGCTTTGGCATCTTGGGGTATGGAAGGAGTGTGTGGTCAACTGATATGGGGGAATATCACCTCTGTGGAGGGGCTCGGTCAGTCTGCGAGACCCCAATGCGCTAGTGACGCGACTTACGAAGGCTTGATAGCGGGACCCGTTCACAACGGCGCATATGCTGTCACTCGATCAGGCATCCCATACTAGTGTGCGTGATTTATAAGTGGTTTCAGCCGCACATACGTTTGTGTGTAAGGGGGGTGAAATGAAGAAATATTTGCGCAGCTCACTGACTCGGATTTAATAATTAGATTCGCATCCGTGATTTCTGAGTAGTCCGCTTCGATTAGCGCCACAACGATGTTTCGCGATGAAAATACGGTTTACAAGGAGCACCCTGAACGACTACAGTGCGGGTGGGCTAGTCACAGGCTACAAGCCACAGTTATGTCTTCGTTGATAGCATGCACTGGAGCACGTTCCTCTGAGACGCATCTGGAACGGGCAGTGGTTTGATACCCGAGGAAGGGGTACGGTGATATGAGCCCGGTTAAGGAGATCTGCCAAATCTTAGTTTCAGTACTAAGAGGATGGCTTCAGGACTTCGTGTCGTGCATTCCGCCAATATACCTGTGCCAAAACGTAAATACCGTTTTGAGGGAGAACGGGTGGACGCGGCGTTATGAGAACTGCGTGTCACATACAGTGAACAACTGGGGGTGCAAAGTGTCTGCCTTAGACTACCATTGGGCAAGACCTTACGTGTGGACGCCTTGTGGGAATCAGCCTCCAGAACATTAACGCACAAAGGCGGGTAACACTAATAGATCAAGTGTAGTCACGTTATACAATACATCGTCTAGGAACCGCGTGATGCGGGTGGTTGTCAGTTTGGTGAACCGAATTGCGCACAGAAATCAGCAGTGCGGCTAAAATATAGAAAATAATAGATAACTTGCGACGCCTACGCATGAACCCCCTCCAGGTGCCACGTGATTGCCGCATCCATTGGATTTGGCTAGCGGAGCTATCTCCGGTGCGCATAAGGGAGGTTCGAAAACACACTTAGGGATTATTTGGACATCGGCGGCTGTAAGTAACTCCGGCGCAACCCCGTAAGGGGCCGGAGTAAGGCCAGTGGTTAACGAGTGAGAGTTCTCAAGTTTATCACATCAATTACTGGCTCAGGAATCGTACTTTACATTAAGAAATTGAGTCCGCCGTTCTCCTCCACCTGCGGGGCCCCACTGAATGATTTCCGGGTATTGAGCTATAGCCTATTCTGCTCAAGTTCGTAGGCAAACTCTATGATGCGAGGGTGCGGGCGTTCCTCCAATAAGTACCGAGAGATCCGAATGTTTAGAGTCGTCATGGAATGCGTCACTACTGCGGGCTACAGCCTAAGACCTGAGAAAAACTTTGGCACGCCAGTAGTGTAAGTACTCCTGTTGGCAACCGGGGCCTTCCGGGCCTGAAAATTTCGCCGTGAGCTTTTGAACTTGAGCCGGCGGCTAGATCTATCAGATCCATATGCCTGACAGTCGAAGTCGACTAAATGCTCGTTTCTCGACCATTATGACAAGAATAACGAGCTGACCGTCAAGTAGGGTATTGAACCATTACCAACCCTATACCTCTGAGGTGCTGTATGAAACAATGCTTATACGGCCGATGGCGCATAGACGGCGCAAATAAAGTGTACTAAGCGACCCACGTTAGCAGGTGGTACGAGAAGAGAGTGAATGGGGGATTGCGCAGCGCCACCTCAAATGAAGGGACCAAATGTAGGCCTTGCCCGGGTGCAGTGATAGAATTTTTGCCTCCCGTTCGCAAGAGGTTGTCGAAGTTGCCACGGGCCCGTTGTGTGCTCTTGCTTAGTGACGCTCAAGGGGCCGACACAGATAGTAGGACGCAAACACAGAGAGCCAGTAATACGAGCGGGCTTGAAGGACGTGCAACTTGTTTACTGGCCCTCACGCAACCTAAACACATTAGGCAGTTTCCTGGAATACAGACTATTGTTGAGCCTTCGTGTGCCGGCTTCCTTAAGAGGAAGGCTCCAAATAGAGCGTACCGAAGCGTTCTATCGTTTTTTGAGGGTCCAGGGTTAACTATGAGAGCAGCAGTAAGGATAACTGCGTCATCTGGGGATGTAGCATCGCGCGGTGAAAAGCTAACGGTTGGGGCTTACCGTTCCTTGTAGGCGGCTAATTGGGCTCAAGGTGCCAAAGAACGCTCTTGTGGGAATACACAGCGTGGAGCATTTAGAAGTAACGCCGGGTATCCCCTACGCGCAGGTGGCGGGTCAAATTTTTCAATACAGGTTGCCGAAAGTGCCTGCGGCGCTGGGTTTCGGCCTTTAATGTGAAGTGAGATTTCGCCGAGATACGACGACCTTGAGCGTTTGTGTGACACACAATGAACACTACCATTTGTGCTCAGCGGGGAGTTCTATAGTAACCACATATAAACGGTCACCTACCACACAAGACTAGATTTTTAAGTTTACCTGGAGACTAGCATCAGCACCTCGTTCTGCATATGCCGTCTGTTCAAAGACTAGGTCTTAAATCTGTCCTGACGTTTATCCACCTTCCGACTCCCATACATACCTCAGCTTGACTTACCTCGGTAATAACAAGCGCGGTAGTTGATGCAAAGGTCTTATAGTCCCTGACGCAGATTTGAAGCGACTTCAGCTGGAAGTCTGGAATTAGCATTGCATCAACTGCGACGGAAGGGTTGGTATAATGCTCGAGATACCCGAATCTGTGCCAAGAAGTTATCTTTTTTCCCAGCTTCGTTTCAAAACTAATAGGACGTCACGATAATCGTCGACTAGAAGCTTTGTCCTGCACGAGGAACTCTTTTACTAACAACTTGCGCGTGCTCTTCCGTCGGAGAATCCACTTCCATTTGCCGTAGAGATTTGTGTTCCCGGACAGGTCGGGTCGATGGAGGTACCACTCGCAGTAAGACCGACTGGGCCTTTGACAAGAGAGGTGGAAGGGCTTCGGATTTTGGATTACTTGCCCAAGCTATCTTGGCTCAGCTCCGAGATCGCTACTGGTTGATGTCTGTAAATCCCGTCCCATACCTTATTTTGCGTAAGCCTATAGCAATCATCCACCCACAATCTTGACTCAACCGTCGTTTGACTGTATAATTCGGAGATACTGGGCAAATATACGTCGGCGGCACAAAAACGATCGCCTCCTAGCTCGCATAGACAAGACGCAGACCCTATATATCTCTCCTGATTAACAGACGGGAAATAAAAATCAACGGAAGATGCATTACGTTGAACAAGCCCTCGATAATTCTGGACCCGACGTCGAGGTATCTCTACACCTGACAATGGCGTACAGGTCCTCGGGGGTGACGGCAGGTCCCTACCCAAACGTGCGCTCCGCGCAACGTCTATTCAAGCCTGTGCACTTGCGAATAACTATTCGGGTTAAATTAGCATAAGCGTCGAGATGTGTCCGACGCGGAGCCGAGGTACTGATAATTAGTCACGCAATGACTGAAATACAATCTTCTTGCGTGAGTAGGTTATCATGAATCAGGAGATCGCTGTAATATGTGGTATGGTTGAACTATTAACCAACAAACAGCGCATCTGCGAGGCCTACTCGCCTTGTAAAGCGAGGGCATAACTGGGGTGAGACGTAGTAGGGCGATCCTAGTCCCAAAAGATGGCGTTCAGTGTGTGTCCATCGCTTCAAACTGTCCTCGTTGGTCCCCGTCCCTGATACTAGTTGCACTGAGCGGGTTTGTCTACGCAGGATCTGTAGATCCGGTCCTACCTGCAAACCTACGCAAACGCCAGAGGCAGGCTGACGACACACGTTTTTCGCTGTACGGCAATTTTCGATTCAAATTAGTGCAGTAGCGCTGGGGCGTTGTTTTTAGGCCGTGGCGTAACCTAAGGCAGCGCAGCAGATTCCTAACTTCTCTTCTCACCGTAATTGACGTCAACCAGCAAACAAGACTCTGAAGATCACATTAAAGATTCTAGTACTCACCGGCCTAGACGAATACGCACGTCATGCTTGACATGGGGAGATTCTTGCAGTTGCTGTCCTTGAACGGACTTGTGTGGGAGCACACCGCTTATCCTTAGACGTACGAAAGCTACCATTGAGCCCTGCTGATAGTAAGAAGTCGTTTAGTGTCAATAGCTCCTCAGGACTAAGGGGCGGACCTTCTGGGTCTAACATTCAGGCCATTGGGGTTCGCCCTAACTCGCGCCTGTCACCTAAGTTCTCAAGCAGGCGTTACCCAAAGACAAGAGCTACACCTTGGCTACTAGCGTCGCGACTTGGCGGGGAAGTGACGCGCGCGACATTTTCGGTAACTGAAGGAAGCGTAAGGTGTACGTCTGTTTAAGGCTCTTCGCAGCCAAAGAATTAAGGAGCCTATATAATGGATAGAAGCTGGTCGAACCGTGGTCGTGTGACTAGCCTTGGGAGTTGTATGTCATTTTCGGGACGTTTGGGCATTAGGATCTTGATCTGTGCCTTTGGTACCGGAGGGATGCGCAGCGGTCACGAAGGTGTATCTTTGGTCCCTTCGAAAACCCACGTTCCTGCACAATTACCCAATTATTACCGCGCCGTTCCACTCGTAGAGTCGGAGGATTCGCATGGGGTTGCTTTTACTGCCAAGTGTTCACTAAGTGAGGGTGCTCGCCAGGCGCCCAAGCGGGGACCATTGTGATTTAAATTGCCTGCACTGTCAATCATCTGTAGTTGTTGTCTAAGGCACTATAAGGCCTAATAGGTCGTTGATGCGAGTGGACGCAAGCTTGTTAGTGATGTTGCCCGAACGCTAGTACCAATAAAGAGTTCGGTAAAGACAGGTTCGAGTATGATTTTCGGTCCTCCTAGCACATACGCAGCTCGGAGGGCCCGGAAAAAGGCAGCCATGCGAATTTACGGGTACCCCGCGCTTCGATTACATCCGACTGTGAGGCATGTCCACAGACCTCTACCCAGGTAGCACTGCTCCAGCGTAGAGCGGCTTTTCGGGAATCACTTTAACGGAGACCGTTATTAGCGCTTCGCGTACTCGATCCGGTAAGTCCTCAAAGTTTCAGCCAAGGCCTGACGAGATAGTCTTGCGCCTGTATTCGGGTCCTTTAGAAGGTACGGGAAAAGTCGGGAACAGGAGCACCATATAGGGCGTCTCCAATTAAAATGACACTGCTTCTCTGTGCCCTGGTGCAGGCCCGTCTTACGTGCCGACACGGCACAGTCCCGTGATATGAAAATGCCGGGAAACCCCACGCGCACCTCACGCGGAAAGGTAGACACTGCAAGTGTATGGAAACGTGTAAGTCCTGCACTGGACCGAGCTACACTTCCGCGAATCTCGATCTCGCTACCCCGTGTGCCTAGCCTAGTGCAGTTACATCGCTATGGTAAAAATGCGTACCGCTCCATCTCACAAAGTATAATATCGGATTGCCGTGGGTGTATTCAGAACACACCCTTGTTAAAGTGCCGTCGTATAGACAAGAGAGGAACTCCTACGCTACATCCTCATGAACAGCTACACCCTCCATTAACATGCTAGGGGGTTCCGGTGTAATCGACCACTCCGTAGCTAAGATTCGCACCCCCTAGAGTGCAATTCCCCCCTGCTTTCACTGTACTTGCGCGGCGGTTTACCTTGTTGATTACTCTGAGAGTTCCCTACTAGAAGTACCACCATACTTGCTAAGGCAGCCCGTGTGGTATACCACGGAGCCGGCCATCGAGATGGGCACCACGGGTCCATGCCATGCGATTTTTCGCGTTATCGGTGTCGGAAACTTGGTCGGCCATGTGGTGTGATCAAATAATCATATTCCGTGGGCGCTGTGCACGAGTTTATCCGCACTGTGCGCGCGGTGCCGTATCTGCTGGCATCGGTCACACTCAGCGTGCGGAAGTCGCTTCTCACCCGGGAGTAAAGTTAGGATCTATAATGTAGCCATTGACGAGGTCGTAAATCTACAAAGAACCGGCGACAGGGCGAACACGTTCAACACACCGGAAAGAGGTAACGAGACTGCGACTCGAGTGAGGAGCCATCCATTCCAGATTTTAGCGGTCCAAAAGCGTATACTAGACCCAAATCGATCTCTACTAAATTCTAGGACGCGTCGTCTGCTACATCGGGGGCCTACGGGTCAGAGCATATCATGCGATATCTATTCCCAACCATGGATCCGGGCCTAGTCCACGAATGGTGTCGTTCAGTCCGTGTTTGGATTCCAGAGAAAACTTCCTAACCGCAGATAGATGGAGCCACGCCACCCGAGTGTCTATAATGCTCAATCGATACCCTGTGTCCCCGAGGAGGTTCCAGACAACCGGGCACATTCAAACTGGCCGCGTCCATCCATTGCCTTCGGTTTTCGGAATTCCTTTTTACTTCGCGCCAATTATTCGCGGACAGAACATGCTGGCTCTAC +AGAGGGCGCACCGCCGCGGATCCCCAGTGTGGCGCTATGCTTTACACTTGGAAATCAACGTTCCGTAGGGAGAGCTATACAAATGCTGGAGTTGTCTCAATGTAATCAAGCAGATTACCAACATACGCCTCACGCATCCAGGCATGGGTAATCCTTAGCTAGAGTTACCCACGACTTAATACCGCAGTCGTTCCAGGCCTTTATATAATAATAACCATCCGCCCTGTCAGCTCCTGCTTCAGTGGCGTGTTACCCTATAGAGATATCTGGGCAACGGTGCTGCGTGAAGCAGAAAAAAAGAGAAAGGAGATCGATGAGACAAAGGGCAGACTAAGAGGATTGATCAGCCTCTAGCGATTTTCGACAATTCTTTGCAAGCTACAGTTGGATCGATTCAAGCACATAACGAGTGGCAATGTGCCCGAGGTTGTTATACGCATGTAAGCACAATCCCAGTTGTGCTGGCAAGCACAAGCGGCGTGGTAACCATCTCAGTATGCAGAGTCGTTCCCACCTGGAGATTACTCACGCATTTCGGCTTCACCCGCACCGCAGGGGGTGATGCTACGGCGACTCAGGAAAGGCCCTTTAGTTGTGGTCCGTTGCTAAGTCGTGCACGGACTGAGCAGCAGTGTCAACCTAGGTGTAACCCCTGTCTCCTATCTAGACTCAATAGTCGCGAGGGTCTCATAGTCCTCAACAAGTTGAGGGTCATGTATTCGGGTGCCTGTTGCTGACGCACGTCCTCTATGTCGCTTACGAATTGTCCCCGTGAAGCCGGGCACTGTTCCAACTTAATCCCTACGAGAGAAGATGGGGCAAGAAAAACAGTCCTGTAAAGCTAGATCCACGTCCTACTCCGATTATAGTGATAGCTTGAACACATAGCGCCCTCTTCCGCATGGAGCTGGATTATACCTCGCACGATTGATCGGTGACACAGGTGGTCTCGGCTGGGTACCCGCTGCCAATCGCAAAAAGACCTTTGGCCATTACGCCC +GCGGCCGCAAAGGGGGTGGAAGCAAGGGAGATTCGCGCGACAGGAGACGTAAGCCTATGAGGCAAAGGGATTCCGCGAAGAAAGCAGATGCCTCCGATTTCCCATGTTGGATTTCTGGGGCATTAAATAATATAGATCTTAGTTCTAACGGTTCCAGTTTGTGGCTGTTGTCAGGCTGGGCCCTTCCGCACAAATGTCCGAAAAGTTCTGTCCATGGGGATACAGGCGGCTGTCCTGCCCCAAACCGAACATTTTTTTCTCAAATAGCTAGCCTCCAGGCCCAAATTAACCGGGGGGCCCGGTCAGATACAGCCTCTATAGGGCAGCGTGTCCGTCTGGAGGTTTAATATTGGGTGTCCCCTTTGGTACCGGAAAAATTCCGTTTCTGAATGGTCGCAGCGCTGTACAACCTGGGGGTCTTGTCAGTGATGCTAAGCCGGGGCCATTAATGAGAAATTGTGGTCACTAGTTACAACCGCGGACTTAGGTCCGTCATGCCGAGACGCTAGGTTTGTTGCCCTTTGTTCTATGCCGTATGCGAAGCATCACTCTGGCCGGCTCTATGTACGCATGTACATACGTTTCACTTGGCGTCATC +CCTCGACTTGTTACGCTGAAAGAATCGACAGATAAAGTGTAGTACCGGAGGAAGTAGAGGGTCATAATAGTATCTACCGTCAGGTCGGCGCATCTGCGAATTATGGTGTACTCGGTCAGTGAGGCGGTATTAATTCGGACTCACTGACTTCCACAGTGCAACAAAAACATCAGTCTGAAATACATAGTTTATTCAAGTTTTTGGACCTGGAGAAGTTAGAACCTCGAGCTCCTACAGCTAGAGCTTGCGTGGCCTCGGCTCTTTCAACGTCAAAAGCGCAATCTCAGATCCTACCAAGCGCTTGTTCCGCAACCTGCGTTGGCATCGGGAAACTACTTACCCCTGAGTTCTCAAGGCTAAAACCGCGCCCACTCTGGTTATTCCACTTGACTCCAGTGAGAAGTCCAAAAACATTTACCTTCCTGTTCGGCGGCTCGTATTTAAAATAAACTAGCTCTGTCGACTGTGGCGTGGTGGTTGAGTTTATGTAGCCTATTTCATCAGAGGGCGGAGCGAGCACGTAGGCCCGGAGATTAGCTAGCTCACGGTTGATTAGACCCGAATGGGGTCCCTTGATAGACGAGTGTAGACCCTGCGCAC +GGGAATTGCCGCAATTAGTGCCAGACCTCTCTGGCGAGGTCGCGTGGGGGTATACATCCTTAGCGACCTCGGTCTGTTAATCATACCCGTTGGAATTCCACGTTGATAACATGCCTTGCGCAACCAAGCCAAAGATGCATCGATTAGCGAGGGATAGGGTGCTTCAGTCTGTTTAGGAATGCGCCTGTGTACAGTCCTCGGATCTTATGTTTGGACAGTGCTGGGGGACTGTGTGCTCGGACGTTTCCCATTACCTATTGGCGGTACCGACTGATGTAAATCTCCCTAGTACGCTACAGCGTACGCCGCGCAGGAACCGACTTTTAGTCTGGTTACAGTGAAAGGCGAGCGCCACATAAAATTGCTGGCTCACCAGATATTTAATCCTGGTGCTCTGAGTTTACACAAAATCAAAAAGTCTATGGGACCATGCTGCCTGGATTTTTTTGCGTCGGTAATGGTGTTCAATTCGGTCCTCCCAAGTGCTTCTCAACACGCCGACAGCGTCACGACATAGTTATCATGTATCCCTCTATATTGAAACTGCACTACGGTGAGGAATCAAACACAATCCGGTCTCATTTGGCGCTTCTCGCCTATACTCGTTAGTGACGGCACGCTGGGCTTCCGGATGTTAGTTAAGTGAGTATGTTACAGCTTGGCTCCTGTGCTAATCACCACATAACCTGCCAAACCATCTCCGCAAGGGGTGGATACGTTTCCAGCAAACACCCGTTACCGACCTAATATGTATGTAGAGTATATTATTGATGTTGGATGATCTAAGTAAGTATGAGGCCAGTAAGGCGCCGGCGGTCTCTTATGCCACTTCTGCTGAGTGGCAGTTCTGACTAATGGCCGACAATCTGCGGAGTCATAGATTCTCCCGTAGAAGAGGGAACATCCAACGGGCTAAACGGATCCTACGGAGTCGGGAGCAAAGTAGAGCGGATTAACGCCGCGTCAATTAAAGTATCCTTATTTTATCGGGAAACACCAC +CGTGAATTGTCCGAGGTTTTGTTTTCAGACGCTAGCATAAGTCTGCGCCCAATTATCACCGAATCACGCGTGTTAGCCCGGTTTTTAGACTCTTCTAGTCATATGAGAGTGCGCACCACTCTTTTGAATTACTTCGGCAGTAGCATGGCATCGTAGGCGCATGTTTCCCTCACGGCCGTCGGCACCCTTGGCGCAGAAAGCGATGCCAGTAAGTGGCTTATGTAACTCCTTTCGGGATCTTCGATTAATAAGCAGGATAGTGTCGGTACGCATCGACTTCATAATAATTATTCAGAAAGTAGAGAAGCCCAAACCACCACCCATTTATCACAAACTACGCGGGTATTCCATCTAACAAGCCTGCACCGATTGGAGGAATATGGTTTAATTCATTCTCTGCTTACATCCATCAGCTACGAGGATGTGATATATGGTGTCGGCTTCCTTCACACTGCGCCCCCGGAAGGTTCGCCGGGCCTTATGGACTGTCACTTGCGCACAGCTCTCTTTGTGAGTGCGCTGTGTGAGCCGTAAGCGATAATGTCTGCCATTGTGGCGATCTTGAAAATCATTAATGGAGGAGTATCGTGTGGTGTAGAAGAAGTTCTCTAAATCTCACGTACGTAGGATACTTTGAGAAAACAAGTCTTAGTGATGTATGGAGCCCGCGGTTGCGTTTCAAGGACCAATGCGAGTGTCCCAAACACCTCGAGCCTACGTCGCACCGTTGCATATTGCTAACCACTTAGCGAGACATATAATTGACGTGCTTCGAAGATTTCTCTGCTGGTCAATTACGCATTCTCCTAAGGAGCACTGAGCTAGTTCTCCACGTGTTGAGAGCCCGGGAGCGAGGCTGAGCGGATAACATAGAGATATGGCGAATCGATATGTATGAAACTCTTTAAATGGACTACAGACATCGGCGCCTGATTGATAGAACGTGTGTGATGGACATCCATCGCCGACGTCGAACGAACCAAAAAAAACGCCTATTAGG +GCGAAGTGTCTGT +AGTCGGT +GAAATATACG +TATCCTGGCTT +GGTCCTATTGA +CCCTTAGATTC +ACGACGT +GAGACCTTA +CTAGGAACCTGGC +CCTAAGCACGCA +TTGCGCAGCAG +TAGTTGTTAT +GAGACCGCCAC +CCTCACTGTCCA +TCGATTCTAGT +GCTTTAGTAG +CCTAGTGGGA +TGCAC +TTGACAGGGATA +TATTAACCC +GCGAACGAGAGGCACGGTACGGAGGCTGAAAATGCAGATAGTGCTGACAGATGCAATTGAAGGCCACCCCTTCGCTGTTTGAAGTTCTGTCTGGGCAGAGGACAGT +CTAGTGTATATCAAGCTCATGTCTCTCATCCCAAGGTACTCCTTTTCCATTAAATATCAGCTACATACAACACGCTCGCCCCAATAGAAATTCAAGCCTGAAG +GCTGGCGCCACAATACGCGTAGATCCCATCCGCCCTGAATGCCAACAGGTCGCTTATGCCTGACTATGTTTTGGCCAAGTGAACCCG +ACTAGTTGCGGGCCCCCTTAGATCGATGATGCATGACATCCCAACTCTTCATAGTGTGGAGCAGTGAGGACGTCTTACTTATATATCGGGTGCGAAGGATAT +ATTCGAGCTATCCAATGACGTGCGGTTATTCAAATAGTTTTATCCCGAATGCACTAGTCTTAAGTGACTCGAAGTTGGTAGGCACTCGAAGGGAGCATGGC +GGTTGAAGTAGCATTTTGTGGTTATAGCGATAATGATGTTGGCTGCCATAAGGAGCCACAAAACGACCGTTCATCATCCTGTAGTCCCAGTTCTTTCCAGAGCGTTT +GTTTCGGTATGTGCTTGGTGGCAAAGTGATCTTCTCCAGACAGGCAATGGCTCGGACGACCAAGCATGCGTGATCCACGCATCAAGGACCACGT +GCAAGACGATTAGACTTGATAAATGCAATCATCGACTGTAAACAGACGAGCTGTCCTGGGACACTACTGACCGGATCGACTACCGCGT +TCGTCAAGTAAAAGACGGGGGCCCTGGTAAATATAGTTGGAACTCAAATTCATCGCGAGGTCTTCCCCTAGAGCGAGAGTGGATGGACTCC +TAGCTGATAAAAGCGTATAGAGTGTTGCGACCGATCACCGTGGCATGGCCCATGACTCGTGACCCGGACCCTTTGCCCCGGCCGGGCCTGGTGCATGTTT +AGATGGCCGAGTTCCCGTCCGGAAATATGTGGCTATGGAGGGGGGTTACCAATCAGCTACTGGATGCCATGTCACTCCGATATTACG +GCCTGACTGCAAGCACTACGACGATGATGCTGGCTTAGTAGAAGGTTATAGTCACAGTACTGGAACAGAACTTGGTTTTCGGAAGAGGAGGCT +AATGCCTCGGCTTCAGTAAGCAATGCCGGCCGTTTAACTGGTATGAAGAAATGATAGCTCGAGACTAAAGAGGGGGAACCTGGTTTTAAGGGCTAAACACTTGGG +GCTGTTTGCCAGAATATGGTTTGACTCGAGAGGCTAGTCTACATGGCCGGTGTCACTTAGAAACAAGCGCCGTCCCTAGATACACCTGCCCACCACGGCTCGT +TGACCCTGCCAGTGACGATATTTTTGCAAATACGCGAAGGAAACCTATAATCGAAATAGGGGCGGTACCGCCCGTCGTCTATTTGGAGGGGTTCACGTAGCCTTCG +CAGGGCCATGGGGATAGTGCATGATATGTGAATGCTGGCCGTATTTTCGAAGGTACGGTGTGGACTCTCGTCCGCACTAGTCCGTAACTGCCG +GACTAACTGAATAAAGGTAATTTGTCCAACGAACACCGCCAGCGGTTCCACAACGTAATCCGGTCAGCATGCCCCTAGGGAAGGTCACACAGCATAAGTAGT +GAAGCCAAGTGCTCGGCTTTACCGTGGGTCATTTACTTATCGATCTGGAGATACCGAGTCCAATAACGTCGCCAAGATCTTATCTG +ACGTACCGGGACGCTACCTCAGTTGAACCGATCGCAAGGGCATATCCATCACCCATCGTTAGGTACGGGTGCCCGCCGCTACATGTCTAGCCCACATTA +CTTGGTCAGCTTCAGCGCCTGCGATTAGTAGCATCGCTCTATGTTGTGCCAACAGTCCATGGAGGAATCGTTACAGGG + +# DESCRIPTION: WFA unitary tests (correcness) +# USAGE: ./wfa.utest.sh + +# Config +BIN="./bin/align_benchmark" +INPUT="./tests/wfa.utest.seq" +OUTPUT="./tests" +LOG="./tests/wfa.utest.log" + +# Clear +rm $OUTPUT/*.alg $OUTPUT/*.log* + +# Run tests +for opt in "--check=correct","test" \ + "--wfa-score-only","test.score" \ + "--wfa-memory-mode=med --check=correct","test.pb" \ + "--wfa-memory-mode=ultralow --check=correct","test.biwfa" \ + "--wfa-memory-mode=ultralow --wfa-score-only","test.biwfa.score" +do + # Config + IFS=','; set -- $opt + IFS=' '; MODE="$1"; PREFIX="$2" + echo ">>> Testing '$PREFIX' ($MODE)" + + # Testing distance functions + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.indel.alg -a indel-wfa $MODE >> $LOG 2>&1 + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.edit.alg -a edit-wfa $MODE >> $LOG 2>&1 + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine.alg -a gap-affine-wfa $MODE >> $LOG 2>&1 + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine2p.alg -a gap-affine2p-wfa $MODE >> $LOG 2>&1 + + # Testing penalty-scores + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine.p0.alg -a gap-affine-wfa $MODE --affine-penalties="0,1,2,1" >> $LOG 2>&1 + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine.p1.alg -a gap-affine-wfa $MODE --affine-penalties="0,3,1,4" >> $LOG 2>&1 + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine.p2.alg -a gap-affine-wfa $MODE --affine-penalties="0,5,3,2" >> $LOG 2>&1 + + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine.p3.alg -a gap-affine-wfa $MODE --affine-penalties="-5,1,2,1" >> $LOG 2>&1 + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine.p4.alg -a gap-affine-wfa $MODE --affine-penalties="-2,3,1,4" >> $LOG 2>&1 + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine.p5.alg -a gap-affine-wfa $MODE --affine-penalties="-3,5,3,2" >> $LOG 2>&1 + + # Heuristics + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine.wfapt0.alg -a gap-affine-wfa $MODE --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,1 >> $LOG 2>&1 + \time -v $BIN -i $INPUT -o $OUTPUT/$PREFIX.affine.wfapt1.alg -a gap-affine-wfa $MODE --wfa-heuristic=wfa-adaptive --wfa-heuristic-parameters=10,50,10 >> $LOG 2>&1 +done + +# Intra-tests +diff tests/wfa.utest.check/test.edit.alg tests/wfa.utest.check/test.pb.edit.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.indel.alg tests/wfa.utest.check/test.pb.indel.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine.alg tests/wfa.utest.check/test.pb.affine.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine2p.alg tests/wfa.utest.check/test.pb.affine2p.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine.p0.alg tests/wfa.utest.check/test.pb.affine.p0.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine.p1.alg tests/wfa.utest.check/test.pb.affine.p1.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine.p2.alg tests/wfa.utest.check/test.pb.affine.p2.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine.p3.alg tests/wfa.utest.check/test.pb.affine.p3.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine.p4.alg tests/wfa.utest.check/test.pb.affine.p4.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine.p5.alg tests/wfa.utest.check/test.pb.affine.p5.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine.wfapt0.alg tests/wfa.utest.check/test.pb.affine.wfapt0.alg >> $LOG.correct 2>&1 +diff tests/wfa.utest.check/test.affine.wfapt1.alg tests/wfa.utest.check/test.pb.affine.wfapt1.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.edit.alg tests/wfa.utest.check/test.biwfa.edit.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.indel.alg tests/wfa.utest.check/test.biwfa.indel.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine.alg tests/wfa.utest.check/test.biwfa.affine.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine2p.alg tests/wfa.utest.check/test.biwfa.affine2p.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine.p0.alg tests/wfa.utest.check/test.biwfa.affine.p0.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine.p1.alg tests/wfa.utest.check/test.biwfa.affine.p1.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine.p2.alg tests/wfa.utest.check/test.biwfa.affine.p2.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine.p3.alg tests/wfa.utest.check/test.biwfa.affine.p3.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine.p4.alg tests/wfa.utest.check/test.biwfa.affine.p4.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine.p5.alg tests/wfa.utest.check/test.biwfa.affine.p5.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine.wfapt0.alg tests/wfa.utest.check/test.biwfa.affine.wfapt0.alg >> $LOG.correct 2>&1 +./scripts/wfa.alg.cmp.score.sh tests/wfa.utest.check/test.affine.wfapt1.alg tests/wfa.utest.check/test.biwfa.affine.wfapt1.alg >> $LOG.correct 2>&1 + +# Summary tests +grep "Alignments.Correct" $LOG >> $LOG.correct +grep "Time.Alignment" $LOG | awk '{if ($4 != "ms") print $3" "$4}' | sort -n > $LOG.time +grep "Maximum resident set size" $LOG | awk '{print $6}' | sort -n > $LOG.mem + +echo -n ">>> Correct: " +tail -n 4 $OUTPUT/wfa.utest.log.time $OUTPUT/wfa.utest.check/wfa.utest.log.time +tail -n 4 $OUTPUT/wfa.utest.log.mem $OUTPUT/wfa.utest.check/wfa.utest.log.mem +./tests/wfa.utest.cmp.sh $OUTPUT $OUTPUT/wfa.utest.check +grep "Exit status:" $LOG | sort | uniq -c +grep "Command terminated by signal" $LOG | sort | uniq -c +cat $OUTPUT/wfa.utest.log.correct | awk '{print $5$6}' | sort | uniq -c + diff --git a/tests/wfa.utest.valgrind.sh b/tests/wfa.utest.valgrind.sh new file mode 100755 index 00000000..e902d399 --- /dev/null +++ b/tests/wfa.utest.valgrind.sh @@ -0,0 +1,36 @@ +#!/bin/bash -x +# PROJECT: Wavefront Alignments Algorithms (Unitary Tests) +# LICENCE: MIT License +# AUTHOR(S): Santiago Marco-Sola +# DESCRIPTION: WFA unitary tests (memcheck) +# USAGE: ./wfa.utest.valgrind.sh + +# Config +BIN="./bin/align_benchmark" +INPUT="./tests/wfa.utest.seq" +OUTPUT="./tests" +LOG="./tests/wfa.utest.log.valgrind" + +# Clear +rm $OUTPUT/*.alg $LOG +touch $LOG + +# Run tests +for opt in "--check=correct","test" \ + "--wfa-score-only","test.score" \ + "--wfa-memory-mode=med --check=correct","test.pb" \ + "--wfa-memory-mode=ultralow --check=correct","test.biwfa" \ + "--wfa-memory-mode=ultralow --wfa-score-only","test.biwfa.score" +do + # Config + IFS=','; set -- $opt + IFS=' '; MODE="$1"; PREFIX="$2" + echo ">>> Testing '$PREFIX' ($MODE)" + + # Testing distance functions + valgrind --tool=memcheck -q $BIN -q -i $INPUT -o $OUTPUT/$PREFIX.indel.alg -a indel-wfa $MODE >> $LOG 2>&1 + valgrind --tool=memcheck -q $BIN -q -i $INPUT -o $OUTPUT/$PREFIX.edit.alg -a edit-wfa $MODE >> $LOG 2>&1 + valgrind --tool=memcheck -q $BIN -q -i $INPUT -o $OUTPUT/$PREFIX.affine.alg -a gap-affine-wfa $MODE >> $LOG 2>&1 + #valgrind --tool=memcheck -q $BIN -q -i $INPUT -o $OUTPUT/$PREFIX.affine2p.alg -a gap-affine2p-wfa $MODE >> $LOG 2>&1 +done + diff --git a/tools/align_benchmark/Makefile b/tools/align_benchmark/Makefile index d9883b30..b92059e7 100644 --- a/tools/align_benchmark/Makefile +++ b/tools/align_benchmark/Makefile @@ -30,7 +30,7 @@ all: OBJS+=$(FOLDER_BUILD)/*.o all: align_benchmark align_benchmark: */*.c */*.h align_benchmark.c $(LIB_WFA) - $(CC) $(CC_FLAGS) $(LI_FLAGS) $(OBJS) align_benchmark.c -o $(BIN) $(LD_FLAGS) -lwfa -lm -fopenmp + $(CC) $(CC_FLAGS) $(LI_FLAGS) $(OBJS) align_benchmark_params.c align_benchmark.c -o $(BIN) $(LD_FLAGS) -lwfa -lm -fopenmp setup: @mkdir -p $(FOLDER_BUILD) diff --git a/tools/align_benchmark/align_benchmark.c b/tools/align_benchmark/align_benchmark.c index a09a7e18..60334b43 100644 --- a/tools/align_benchmark/align_benchmark.c +++ b/tools/align_benchmark/align_benchmark.c @@ -28,8 +28,11 @@ * AUTHOR(S): Santiago Marco-Sola * DESCRIPTION: Wavefront Alignment Algorithms benchmarking tool */ + #include +#include "align_benchmark_params.h" + #include "utils/commons.h" #include "utils/sequence_buffer.h" #include "system/profiler_timer.h" @@ -51,28 +54,6 @@ /* * Algorithms */ -typedef enum { - // Test - alignment_test, - // Indel - alignment_indel_wavefront, - // Edit - alignment_edit_bpm, - alignment_edit_dp, - alignment_edit_dp_banded, - alignment_edit_wavefront, - // Gap-linear - alignment_gap_linear_nw, - alignment_gap_linear_wavefront, - // Gap-affine - alignment_gap_affine_swg, - alignment_gap_affine_swg_endsfree, - alignment_gap_affine_swg_banded, - alignment_gap_affine_wavefront, - // Gap-affine dual-cost - alignment_gap_affine2p_dp, - alignment_gap_affine2p_wavefront, -} alignment_algorithm_type; bool align_benchmark_is_wavefront( const alignment_algorithm_type algorithm) { return algorithm == alignment_indel_wavefront || @@ -81,128 +62,6 @@ bool align_benchmark_is_wavefront( algorithm == alignment_gap_affine_wavefront || algorithm == alignment_gap_affine2p_wavefront; } -/* - * Generic parameters - */ -typedef struct { - // Algorithm - alignment_algorithm_type algorithm; - // I/O - char *input_filename; - char *output_filename; - bool output_full; - // I/O internals - FILE* input_file; - char* line1; - char* line2; - size_t line1_allocated; - size_t line2_allocated; - FILE* output_file; - // Penalties - linear_penalties_t linear_penalties; - affine_penalties_t affine_penalties; - affine2p_penalties_t affine2p_penalties; - // Alignment form - bool endsfree; - double pattern_begin_free; - double text_begin_free; - double pattern_end_free; - double text_end_free; - // Wavefront parameters - bool wfa_score_only; - wf_heuristic_strategy wfa_heuristic; - int wfa_heuristic_p1; - int wfa_heuristic_p2; - int wfa_heuristic_p3; - wavefront_memory_t wfa_memory_mode; - alignment_match_funct_t wfa_match_funct; - void* wfa_match_funct_arguments; - uint64_t wfa_max_memory; - // Other algorithms parameters - int bandwidth; - // Misc - bool check_display; - bool check_correct; - bool check_score; - bool check_alignments; - int check_metric; - int check_bandwidth; - int plot; - // Profile - profiler_timer_t timer_global; - // System - int num_threads; - int batch_size; - int progress; - int verbose; -} benchmark_args; -benchmark_args parameters = { - // Algorithm - .algorithm = alignment_test, - // I/O - .input_filename = NULL, - .output_filename = NULL, - .output_full = false, - .output_file = NULL, - // I/O internals - .input_file = NULL, - .line1 = NULL, - .line2 = NULL, - .line1_allocated = 0, - .line2_allocated = 0, - // Penalties - .linear_penalties = { - .match = 0, - .mismatch = 4, - .indel = 2, - }, - .affine_penalties = { - .match = 0, - .mismatch = 4, - .gap_opening = 6, - .gap_extension = 2, - }, - .affine2p_penalties = { - .match = 0, - .mismatch = 4, - .gap_opening1 = 6, - .gap_extension1 = 2, - .gap_opening2 = 24, - .gap_extension2 = 1, - }, - // Alignment form - .endsfree = false, - .pattern_begin_free = 0.0, - .text_begin_free = 0.0, - .pattern_end_free = 0.0, - .text_end_free = 0.0, - // Wavefront parameters - .wfa_score_only = false, - .wfa_heuristic = wf_heuristic_none, - .wfa_heuristic_p1 = -1, - .wfa_heuristic_p2 = -1, - .wfa_heuristic_p3 = -1, - .wfa_memory_mode = wavefront_memory_high, - .wfa_match_funct = NULL, - .wfa_match_funct_arguments = NULL, - .wfa_max_memory = UINT64_MAX, - // Other algorithms parameters - .bandwidth = -1, - // Misc - .check_bandwidth = -1, - .check_display = false, - .check_correct = false, - .check_score = false, - .check_alignments = false, - .check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_GAP_AFFINE, - .plot = 0, - // System - .num_threads = 1, - .batch_size = 10000, - .progress = 10000, - .verbose = 0, -}; - /* * Benchmark UTest */ @@ -250,7 +109,7 @@ void align_pairwise_test() { attributes.alignment_form.pattern_end_free = pattern_end_free; attributes.alignment_form.text_begin_free = text_begin_free; attributes.alignment_form.text_end_free = text_end_free; - attributes.plot_params.plot_enabled = false; + attributes.plot.enabled = false; wavefront_aligner_t* const wf_aligner = wavefront_aligner_new(&attributes); // Align wavefront_align(wf_aligner, @@ -259,10 +118,11 @@ void align_pairwise_test() { fprintf(stderr,">> WFA2"); cigar_print_pretty(stderr, pattern,strlen(pattern),text,strlen(text), - &wf_aligner->cigar,wf_aligner->mm_allocator); - fprintf(stderr,"SCORE: %d \n",cigar_score_gap_affine(&wf_aligner->cigar,&affine_penalties)); + wf_aligner->cigar,wf_aligner->mm_allocator); + fprintf(stderr,"SCORE: %d \n",cigar_score_gap_affine( + wf_aligner->cigar,&affine_penalties)); // Plot - if (attributes.plot_params.plot_enabled) { + if (attributes.plot.enabled) { FILE* const wf_plot = fopen("test.wfa","w"); wavefront_plot_print(wf_plot,wf_aligner); fclose(wf_plot); @@ -270,33 +130,14 @@ void align_pairwise_test() { // Free wavefront_aligner_delete(wf_aligner); } -/* - * Simplest Extend-matching function (for testing purposes) - */ -typedef struct { - char* pattern; - int pattern_length; - char* text; - int text_length; -} match_function_params_t; -match_function_params_t match_function_params; -int match_function(int v,int h,void* arguments) { - // Extract parameters - match_function_params_t* match_arguments = (match_function_params_t*)arguments; - // Check match - if (v > match_arguments->pattern_length || h > match_arguments->text_length) return 0; - return (match_arguments->pattern[v] == match_arguments->text[h]); -} /* * Configuration */ wavefront_aligner_t* align_input_configure_wavefront( - align_input_t* const align_input, - mm_allocator_t* const mm_allocator) { + align_input_t* const align_input) { // Set attributes wavefront_aligner_attr_t attributes = wavefront_aligner_attr_default; attributes.memory_mode = parameters.wfa_memory_mode; - attributes.mm_allocator = mm_allocator; if (parameters.wfa_score_only) { attributes.alignment_scope = compute_score; } @@ -366,10 +207,12 @@ wavefront_aligner_t* align_input_configure_wavefront( attributes.match_funct = parameters.wfa_match_funct; attributes.match_funct_arguments = parameters.wfa_match_funct_arguments; } - attributes.plot_params.plot_enabled = (parameters.plot > 0); - attributes.plot_params.resolution_points = parameters.plot; + attributes.plot.enabled = (parameters.plot != 0); + attributes.plot.align_level = (parameters.plot < 0) ? -1 : parameters.plot - 1; attributes.system.verbose = parameters.verbose; attributes.system.max_memory_abort = parameters.wfa_max_memory; + attributes.system.max_alignment_score = parameters.wfa_max_score; + attributes.system.max_num_threads = parameters.wfa_max_threads; // Allocate return wavefront_aligner_new(&attributes); } @@ -387,10 +230,10 @@ void align_input_configure_global( align_input->output_file = parameters.output_file; align_input->output_full = parameters.output_full; // MM - align_input->mm_allocator = mm_allocator_new(BUFFER_SIZE_8M); + align_input->mm_allocator = mm_allocator_new(BUFFER_SIZE_1M); // WFA if (align_benchmark_is_wavefront(parameters.algorithm)) { - align_input->wf_aligner = align_input_configure_wavefront(align_input,align_input->mm_allocator); + align_input->wf_aligner = align_input_configure_wavefront(align_input); } else { align_input->wf_aligner = NULL; } @@ -508,9 +351,9 @@ void align_benchmark_plot_wf( // Setup filename char filename[500]; if (parameters.output_filename != NULL) { - sprintf(filename,"%s.%03d.wfa",parameters.output_filename,seq_id); + sprintf(filename,"%s.%03d.plot",parameters.output_filename,seq_id); } else { - sprintf(filename,"%s.%03d.wfa",parameters.input_filename,seq_id); + sprintf(filename,"%s.%03d.plot",parameters.input_filename,seq_id); } // Open file FILE* const wf_plot = fopen(filename,"w"); @@ -609,16 +452,19 @@ void align_benchmark_sequential() { ++seqs_processed; if (++progress == parameters.progress) { progress = 0; - align_benchmark_print_progress(seqs_processed); + if (parameters.verbose >= 0) align_benchmark_print_progress(seqs_processed); } // DEBUG - // mm_allocator_print(stderr,align_input.mm_allocator,true); + // mm_allocator_print(stderr,align_input.wf_aligner->mm_allocator,false); + // mm_allocator_print(stderr,align_input.wf_aligner->bialigner->alg_forward->mm_allocator,false); + // mm_allocator_print(stderr,align_input.wf_aligner->bialigner->alg_reverse->mm_allocator,false); + // mm_allocator_print(stderr,align_input.wf_aligner->bialigner->alg_subsidiary->mm_allocator,false); // Plot - if (parameters.plot > 0) align_benchmark_plot_wf(&align_input,seqs_processed); + if (parameters.plot != 0) align_benchmark_plot_wf(&align_input,seqs_processed); } // Print benchmark results timer_stop(¶meters.timer_global); - align_benchmark_print_results(&align_input,seqs_processed,true); + if (parameters.verbose >= 0) align_benchmark_print_results(&align_input,seqs_processed,true); // Free align_benchmark_free(&align_input); fclose(parameters.input_file); @@ -684,14 +530,14 @@ void align_benchmark_parallel() { progress += seqs_batch; if (progress >= parameters.progress) { progress -= parameters.progress; - align_benchmark_print_progress(seqs_processed); + if (parameters.verbose >= 0) align_benchmark_print_progress(seqs_processed); } // DEBUG - // mm_allocator_print(stderr,align_input.mm_allocator,true); + //mm_allocator_print(stderr,align_input->wf_aligner->mm_allocator,false); } // Print benchmark results timer_stop(¶meters.timer_global); - align_benchmark_print_results(align_input,seqs_processed,true); + if (parameters.verbose >= 0) align_benchmark_print_results(align_input,seqs_processed,true); // Free for (int tid=0;tid -i \n" - " Options:: \n" - " [Algorithm] \n" - " --algorithm|a \n" - " [Indel (Longest Common Subsequence)] \n" - " indel-wfa \n" - " [Edit (Levenshtein)] \n" - " edit-bpm \n" - " edit-dp \n" - " edit-dp-banded \n" - " edit-wfa \n" - " [Gap-linear (Needleman-Wunsch)] \n" - " gap-linear-nw \n" - " gap-linear-wfa \n" - " [Gap-affine (Smith-Waterman-Gotoh)] \n" - " gap-affine-swg \n" - " gap-affine-swg-banded \n" - " gap-affine-wfa \n" - " [Gap-affine-2pieces (Concave 2-pieces)] \n" - " gap-affine2p-dp \n" - " gap-affine2p-wfa \n" - " [Input & Output] \n" - " --input|i \n" - " --output|o \n" - " --output-full \n" - " [Penalties & Span] \n" - " --linear-penalties|p M,X,I \n" - " --affine-penalties|g M,X,O,E \n" - " --affine2p-penalties M,X,O1,E1,O2,E2 \n" - " --ends-free P0,Pf,T0,Tf \n" - " [Wavefront parameters] \n" - " --wfa-score-only \n" - " --wfa-memory-mode 'high'|'med'|'low' \n" - " --wfa-heuristic \n" - " --wfa-heuristic-parameters ,[,] \n" - " [Strategy='banded-static'] \n" - " P1 = minimum-diagonal-band (e.g., -100) \n" - " P2 = maximum-diagonal-band (e.g., +100) \n" - " [Strategy='banded-adaptive'] \n" - " P1 = minimum-diagonal-band (e.g., -100) \n" - " P2 = maximum-diagonal-band (e.g., +100) \n" - " P3 = steps-between-cutoffs \n" - " [Strategy='wfa-adaptive'] \n" - " P1 = minimum-wavefront-length \n" - " P2 = maximum-difference-distance \n" - " P3 = steps-between-cutoffs \n" - " [Strategy='xdrop'] \n" - " P1 = x-drop \n" - " P2 = steps-between-cutoffs \n" - " [Strategy='zdrop'] \n" - " P1 = z-drop \n" - " P2 = steps-between-cutoffs \n" - " --wfa-max-memory \n" - " [Other Parameters] \n" - " --bandwidth \n" - " [Misc] \n" - " --check|c 'correct'|'score'|'alignment' \n" - " --check-distance 'indel'|'edit'|'linear'|'affine'|'affine2p' \n" - " --check-bandwidth \n" - " --plot \n" - " [System] \n" - " --num-threads|t \n" - " --batch-size \n" - //" --progress|P \n" - " --help|h \n"); -} -void parse_arguments(int argc,char** argv) { - struct option long_options[] = { - /* Input */ - { "algorithm", required_argument, 0, 'a' }, - { "input", required_argument, 0, 'i' }, - { "output", required_argument, 0, 'o' }, - { "output-full", required_argument, 0, 800 }, - /* Penalties */ - { "linear-penalties", required_argument, 0, 'p' }, - { "affine-penalties", required_argument, 0, 'g' }, - { "affine2p-penalties", required_argument, 0, 900 }, - { "ends-free", required_argument, 0, 901 }, - /* Wavefront parameters */ - { "wfa-score-only", no_argument, 0, 1000 }, - { "wfa-memory-mode", required_argument, 0, 1001 }, - { "wfa-heuristic", required_argument, 0, 1002 }, - { "wfa-heuristic-parameters", required_argument, 0, 1003 }, - { "wfa-custom-match-funct", no_argument, 0, 1004 }, - { "wfa-max-memory", required_argument, 0, 1005 }, - /* Other alignment parameters */ - { "bandwidth", required_argument, 0, 2000 }, - /* Misc */ - { "check", optional_argument, 0, 'c' }, - { "check-distance", required_argument, 0, 3001 }, - { "check-bandwidth", required_argument, 0, 3002 }, - { "plot", optional_argument, 0, 3003 }, - /* System */ - { "num-threads", required_argument, 0, 't' }, - { "batch-size", required_argument, 0, 4000 }, - { "progress", required_argument, 0, 'P' }, - { "verbose", optional_argument, 0, 'v' }, - { "help", no_argument, 0, 'h' }, - { 0, 0, 0, 0 } }; - int c,option_index; - if (argc <= 1) { - usage(); - exit(0); - } - while (1) { - c=getopt_long(argc,argv,"a:i:o:p:g:P:c:v::t:h",long_options,&option_index); - if (c==-1) break; - switch (c) { - /* - * Algorithm - */ - case 'a': { - /* Test bench */ - if (strcmp(optarg,"test")==0) { - parameters.algorithm = alignment_test; - // Indel - } else if (strcmp(optarg,"indel-wfa")==0) { - parameters.algorithm = alignment_indel_wavefront; - // Edit - } else if (strcmp(optarg,"edit-bpm")==0) { - parameters.algorithm = alignment_edit_bpm; - } else if (strcmp(optarg,"edit-dp")==0) { - parameters.algorithm = alignment_edit_dp; - } else if (strcmp(optarg,"edit-dp-banded")==0) { - parameters.algorithm = alignment_edit_dp_banded; - } else if (strcmp(optarg,"edit-wfa")==0) { - parameters.algorithm = alignment_edit_wavefront; - // Gap-Linear - } else if (strcmp(optarg,"gap-linear-nw")==0 || - strcmp(optarg,"gap-linear-dp")==0) { - parameters.algorithm = alignment_gap_linear_nw; - } else if (strcmp(optarg,"gap-linear-wfa")==0) { - parameters.algorithm = alignment_gap_linear_wavefront; - // Gap-Affine - } else if (strcmp(optarg,"gap-affine-swg")==0 || - strcmp(optarg,"gap-affine-dp")==0) { - parameters.algorithm = alignment_gap_affine_swg; - } else if (strcmp(optarg,"gap-affine-swg-banded")==0 || - strcmp(optarg,"gap-affine-dp-banded")==0) { - parameters.algorithm = alignment_gap_affine_swg_banded; - } else if (strcmp(optarg,"gap-affine-wfa")==0) { - parameters.algorithm = alignment_gap_affine_wavefront; - // Gap-Affine 2-Pieces - } else if (strcmp(optarg,"gap-affine2p-dp")==0) { - parameters.algorithm = alignment_gap_affine2p_dp; - } else if (strcmp(optarg,"gap-affine2p-wfa")==0) { - parameters.algorithm = alignment_gap_affine2p_wavefront; - } else { - fprintf(stderr,"Algorithm '%s' not recognized\n",optarg); - exit(1); - } - break; - } - /* - * Input/Output - */ - case 'i': - parameters.input_filename = optarg; - break; - case 'o': - parameters.output_filename = optarg; - break; - case 800: // --output-full - parameters.output_filename = optarg; - parameters.output_full = true; - break; - /* - * Penalties - */ - case 'p': { // --linear-penalties M,X,I - char* sentinel = strtok(optarg,","); - parameters.linear_penalties.match = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.linear_penalties.mismatch = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.linear_penalties.indel = atoi(sentinel); - break; - } - case 'g': { // --affine-penalties M,X,O,E - char* sentinel = strtok(optarg,","); - parameters.affine_penalties.match = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.affine_penalties.mismatch = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.affine_penalties.gap_opening = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.affine_penalties.gap_extension = atoi(sentinel); - break; - } - case 900: { // --affine2p-penalties M,X,O1,E1,O2,E2 - char* sentinel = strtok(optarg,","); - parameters.affine2p_penalties.match = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.affine2p_penalties.mismatch = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.affine2p_penalties.gap_opening1 = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.affine2p_penalties.gap_extension1 = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.affine2p_penalties.gap_opening2 = atoi(sentinel); - sentinel = strtok(NULL,","); - parameters.affine2p_penalties.gap_extension2 = atoi(sentinel); - break; - } - case 901: { // --ends-free P0,Pf,T0,Tf - parameters.endsfree = true; - char* sentinel = strtok(optarg,","); - parameters.pattern_begin_free = atof(sentinel); - sentinel = strtok(NULL,","); - parameters.pattern_end_free = atof(sentinel); - sentinel = strtok(NULL,","); - parameters.text_begin_free = atof(sentinel); - sentinel = strtok(NULL,","); - parameters.text_end_free = atof(sentinel); - break; - } - /* - * Wavefront parameters - */ - case 1000: // --wfa-score-only - parameters.wfa_score_only = true; - break; - case 1001: // --wfa-memory-mode in {'high','med','low'} - if (strcmp(optarg,"high")==0) { - parameters.wfa_memory_mode = wavefront_memory_high; - } else if (strcmp(optarg,"med")==0) { - parameters.wfa_memory_mode = wavefront_memory_med; - } else if (strcmp(optarg,"low")==0) { - parameters.wfa_memory_mode = wavefront_memory_low; - } else { - fprintf(stderr,"Option '--wfa-memory-mode' must be in {'high','med','low'}\n"); - exit(1); - } - break; - case 1002: // --wfa-heuristic in {'none'|'banded-static'|'banded-adaptive'|'wfa-adaptive'|'xdrop'|'zdrop'} - if (strcmp(optarg,"none")==0) { - parameters.wfa_heuristic = wf_heuristic_none; - } else if (strcmp(optarg,"banded-static")==0 || strcmp(optarg,"banded")==0) { - parameters.wfa_heuristic = wf_heuristic_banded_static; - } else if (strcmp(optarg,"banded-adaptive")==0) { - parameters.wfa_heuristic = wf_heuristic_banded_adaptive; - } else if (strcmp(optarg,"wfa-adaptive")==0) { - parameters.wfa_heuristic = wf_heuristic_wfadaptive; - } else if (strcmp(optarg,"xdrop")==0) { - parameters.wfa_heuristic = wf_heuristic_xdrop; - } else if (strcmp(optarg,"zdrop")==0) { - parameters.wfa_heuristic = wf_heuristic_zdrop; - } else { - fprintf(stderr,"Option '--wf-heuristic' must be in {'none'|'banded-static'|'banded-adaptive'|'wfa-adaptive'|'xdrop'|'zdrop'}\n"); - exit(1); - } - break; - case 1003: { // --wfa-heuristic-parameters ,[,] - char* sentinel = strtok(optarg,","); - const int p1 = atoi(sentinel); - parameters.wfa_heuristic_p1 = p1; - sentinel = strtok(NULL,","); - const int p2 = atoi(sentinel); - parameters.wfa_heuristic_p2 = p2; - sentinel = strtok(NULL,","); - if (sentinel != NULL) { - const int p3 = atoi(sentinel); - parameters.wfa_heuristic_p3 = p3; - } - break; - } - case 1004: // --wfa-custom-match-funct - parameters.wfa_match_funct = match_function; - parameters.wfa_match_funct_arguments = &match_function_params; - break; - case 1005: - parameters.wfa_max_memory = atol(optarg); - break; - /* - * Other alignment parameters - */ - case 2000: // --bandwidth - parameters.bandwidth = atoi(optarg); - break; - /* - * Misc - */ - case 'c': - if (optarg == NULL) { // default = score - parameters.check_correct = true; - parameters.check_score = true; - parameters.check_alignments = false; - } else if (strcasecmp(optarg,"display")==0) { - parameters.check_display = true; - } else if (strcasecmp(optarg,"correct")==0) { - parameters.check_correct = true; - parameters.check_score = false; - parameters.check_alignments = false; - } else if (strcasecmp(optarg,"score")==0) { - parameters.check_correct = true; - parameters.check_score = true; - parameters.check_alignments = false; - } else if (strcasecmp(optarg,"alignment")==0) { - parameters.check_correct = true; - parameters.check_score = true; - parameters.check_alignments = true; - } else { - fprintf(stderr,"Option '--check' must be in {'correct','score','alignment'}\n"); - exit(1); - } - break; - case 3001: // --check-distance in {'indel','edit','linear','affine','affine2p'} - if (strcasecmp(optarg,"indel")==0) { - parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_INDEL; - } else if (strcasecmp(optarg,"edit")==0) { - parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_EDIT; - } else if (strcasecmp(optarg,"linear")==0) { - parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_GAP_LINEAR; - } else if (strcasecmp(optarg,"affine")==0) { - parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_GAP_AFFINE; - } else if (strcasecmp(optarg,"affine2p")==0) { - parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_GAP_AFFINE2P; - } else { - fprintf(stderr,"Option '--check-distance' must be in {'indel','edit','linear','affine','affine2p'}\n"); - exit(1); - } - break; - case 3002: // --check-bandwidth - parameters.check_bandwidth = atoi(optarg); - break; - case 3003: // --plot - parameters.plot = (optarg==NULL) ? 1000 : atoi(optarg); - break; - /* - * System - */ - case 't': // --num-threads - parameters.num_threads = atoi(optarg); - break; - case 4000: // --batch-size - parameters.batch_size = atoi(optarg); - break; - case 'P': - parameters.progress = atoi(optarg); - break; - case 'v': - if (optarg==NULL) { - parameters.verbose = 1; - } else { - parameters.verbose = atoi(optarg); - if (parameters.verbose < 0 || parameters.verbose > 3) { - fprintf(stderr,"Option '--verbose' must be in {0,1,2,3}\n"); - exit(1); - } - } - break; - case 'h': - usage(); - exit(1); - // Other - case '?': default: - fprintf(stderr,"Option not recognized \n"); - exit(1); - } - } - // Checks general - if (parameters.algorithm!=alignment_test && parameters.input_filename==NULL) { - fprintf(stderr,"Option --input is required \n"); - exit(1); - } - // Check 'ends-free' parameter - if (parameters.endsfree) { - switch (parameters.algorithm) { - case alignment_gap_affine_swg: - parameters.algorithm = alignment_gap_affine_swg_endsfree; - break; - case alignment_indel_wavefront: - case alignment_edit_wavefront: - case alignment_gap_linear_wavefront: - case alignment_gap_affine_wavefront: - case alignment_gap_affine2p_wavefront: - break; - default: - fprintf(stderr,"Ends-free variant not implemented for the selected algorithm\n"); - exit(1); - break; - } - } - // Check 'bandwidth' parameter - switch (parameters.algorithm) { - case alignment_edit_dp_banded: - case alignment_gap_affine_swg_banded: - if (parameters.bandwidth == -1) { - fprintf(stderr,"Parameter 'bandwidth' has to be provided for banded algorithms\n"); - exit(1); - } - break; - default: - if (parameters.bandwidth != -1) { - fprintf(stderr,"Parameter 'bandwidth' has no effect with the selected algorithm\n"); - exit(1); - } - break; - } - // Check 'wfa-heuristic' - switch (parameters.wfa_heuristic) { - case wf_heuristic_banded_static: - case wf_heuristic_xdrop: - case wf_heuristic_zdrop: - if (parameters.wfa_heuristic_p1 == -1 || - parameters.wfa_heuristic_p2 == -1) { - fprintf(stderr,"Heuristic requires parameters '--wfa-heuristic-parameters' ,\n"); - exit(1); - } - break; - case wf_heuristic_banded_adaptive: - case wf_heuristic_wfadaptive: - if (parameters.wfa_heuristic_p1 == -1 || - parameters.wfa_heuristic_p2 == -1 || - parameters.wfa_heuristic_p3 == -1) { - fprintf(stderr,"Heuristic requires parameters '--wfa-heuristic-parameters' ,,\n"); - exit(1); - } - break; - default: - break; - } - // Checks parallel - if (parameters.num_threads > 1) { - if (parameters.plot > 0) { - fprintf(stderr,"Parameter 'plot' disabled for parallel executions\n"); - parameters.plot = 0; - } - } -} int main(int argc,char* argv[]) { // Parsing command-line options parse_arguments(argc,argv); diff --git a/tools/align_benchmark/align_benchmark_params.c b/tools/align_benchmark/align_benchmark_params.c new file mode 100644 index 00000000..f6c72790 --- /dev/null +++ b/tools/align_benchmark/align_benchmark_params.c @@ -0,0 +1,575 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + */ + +#include "align_benchmark_params.h" + +/* + * Match function + */ +match_function_params_t match_function_params; +/* + * Default parameters + */ +align_bench_params_t parameters = { + // Algorithm + .algorithm = alignment_edit_wavefront, + // I/O + .input_filename = NULL, + .output_filename = NULL, + .output_full = false, + .output_file = NULL, + // I/O internals + .input_file = NULL, + .line1 = NULL, + .line2 = NULL, + .line1_allocated = 0, + .line2_allocated = 0, + // Penalties + .linear_penalties = { + .match = 0, + .mismatch = 4, + .indel = 2, + }, + .affine_penalties = { + .match = 0, + .mismatch = 4, + .gap_opening = 6, + .gap_extension = 2, + }, + .affine2p_penalties = { + .match = 0, + .mismatch = 4, + .gap_opening1 = 6, + .gap_extension1 = 2, + .gap_opening2 = 24, + .gap_extension2 = 1, + }, + // Alignment form + .endsfree = false, + .pattern_begin_free = 0.0, + .text_begin_free = 0.0, + .pattern_end_free = 0.0, + .text_end_free = 0.0, + // Wavefront parameters + .wfa_score_only = false, + .wfa_heuristic = wf_heuristic_none, + .wfa_heuristic_p1 = -1, + .wfa_heuristic_p2 = -1, + .wfa_heuristic_p3 = -1, + .wfa_memory_mode = wavefront_memory_high, + .wfa_match_funct = NULL, + .wfa_match_funct_arguments = NULL, + .wfa_max_memory = UINT64_MAX, + .wfa_max_score = INT_MAX, + .wfa_max_threads = 1, + // Other algorithms parameters + .bandwidth = -1, + // Misc + .check_bandwidth = -1, + .check_display = false, + .check_correct = false, + .check_score = false, + .check_alignments = false, + .check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_GAP_AFFINE, + .plot = 0, + // System + .num_threads = 1, + .batch_size = 10000, + .progress = 100000, + .verbose = 0, +}; +/* + * Simplest Extend-matching function (for testing purposes) + */ +int match_function(int v,int h,void* arguments) { + // Extract parameters + match_function_params_t* match_arguments = (match_function_params_t*)arguments; + // Check match + if (v > match_arguments->pattern_length || h > match_arguments->text_length) return 0; + return (match_arguments->pattern[v] == match_arguments->text[h]); +} +/* + * Menu + */ +void usage() { + fprintf(stderr, + "USE: ./align_benchmark -a ALGORITHM -i PATH \n" + " Options:: \n" + " [Algorithm] \n" + " --algorithm|a ALGORITHM \n" + " [Indel (Longest Common Subsequence)] \n" + " indel-wfa \n" + " [Edit (Levenshtein)] \n" + " edit-bpm \n" + " edit-dp \n" + " edit-dp-banded \n" + " edit-wfa \n" + " [Gap-linear (Needleman-Wunsch)] \n" + " gap-linear-nw \n" + " gap-linear-wfa \n" + " [Gap-affine (Smith-Waterman-Gotoh)] \n" + " gap-affine-swg \n" + " gap-affine-swg-banded \n" + " gap-affine-wfa \n" + " [Gap-affine-2pieces (Concave 2-pieces)] \n" + " gap-affine2p-dp \n" + " gap-affine2p-wfa \n" + " [Input & Output] \n" + " --input|i PATH \n" + " --output|o PATH \n" + " --output-full PATH \n" + " [Penalties & Span] \n" + " --linear-penalties|p M,X,I \n" + " --affine-penalties|g M,X,O,E \n" + " --affine2p-penalties M,X,O1,E1,O2,E2 \n" + " --ends-free P0,Pf,T0,Tf \n" + " [Wavefront parameters] \n" + " --wfa-score-only \n" + " --wfa-memory-mode 'high'|'med'|'low'|'ultralow' \n" + " --wfa-heuristic STRATEGY \n" + " --wfa-heuristic-parameters P1,P2[,P3] \n" + " [STRATEGY='banded-static'] \n" + " P1 = minimum-diagonal-band (e.g., -100) \n" + " P2 = maximum-diagonal-band (e.g., +100) \n" + " [STRATEGY='banded-adaptive'] \n" + " P1 = minimum-diagonal-band (e.g., -100) \n" + " P2 = maximum-diagonal-band (e.g., +100) \n" + " P3 = steps-between-cutoffs \n" + " [STRATEGY='wfa-adaptive'] \n" + " P1 = minimum-wavefront-length \n" + " P2 = maximum-difference-distance \n" + " P3 = steps-between-cutoffs \n" + " [STRATEGY='xdrop'] \n" + " P1 = x-drop \n" + " P2 = steps-between-cutoffs \n" + " [STRATEGY='zdrop'] \n" + " P1 = z-drop \n" + " P2 = steps-between-cutoffs \n" + " --wfa-max-memory BYTES \n" + " --wfa-max-score INT \n" + " --wfa-max-threads INT (intra-parallelism; default=1) \n" + " [Other Parameters] \n" + " --bandwidth INT \n" + " [Misc] \n" + " --check|c 'correct'|'score'|'alignment' \n" + " --check-distance 'indel'|'edit'|'linear'|'affine'|'affine2p' \n" + " --check-bandwidth INT \n" + " --plot \n" + " [System] \n" + " --num-threads|t INT \n" + " --batch-size INT \n" + //" --progress|P INT \n" + " --verbose|v INT \n" + " --quiet|q \n" + " --help|h \n"); +} +/* + * Parsing arguments + */ +void parse_arguments( + int argc, + char** argv) { + struct option long_options[] = { + /* Input */ + { "algorithm", required_argument, 0, 'a' }, + { "input", required_argument, 0, 'i' }, + { "output", required_argument, 0, 'o' }, + { "output-full", required_argument, 0, 800 }, + /* Penalties */ + { "linear-penalties", required_argument, 0, 'p' }, + { "affine-penalties", required_argument, 0, 'g' }, + { "affine2p-penalties", required_argument, 0, 900 }, + { "ends-free", required_argument, 0, 901 }, + /* Wavefront parameters */ + { "wfa-score-only", no_argument, 0, 1000 }, + { "wfa-memory-mode", required_argument, 0, 1001 }, + { "wfa-heuristic", required_argument, 0, 1002 }, + { "wfa-heuristic-parameters", required_argument, 0, 1003 }, + { "wfa-custom-match-funct", no_argument, 0, 1004 }, + { "wfa-max-memory", required_argument, 0, 1005 }, + { "wfa-max-score", required_argument, 0, 1006 }, + { "wfa-max-threads", required_argument, 0, 1007 }, + /* Other alignment parameters */ + { "bandwidth", required_argument, 0, 2000 }, + /* Misc */ + { "check", required_argument, 0, 'c' }, + { "check-distance", required_argument, 0, 3001 }, + { "check-bandwidth", required_argument, 0, 3002 }, + { "plot", optional_argument, 0, 3003 }, + /* System */ + { "num-threads", required_argument, 0, 't' }, + { "batch-size", required_argument, 0, 4000 }, + { "progress", required_argument, 0, 'P' }, + { "verbose", required_argument, 0, 4001 }, + { "verbose1", no_argument, 0, 'v' }, + { "quiet", no_argument, 0, 'q' }, + { "help", no_argument, 0, 'h' }, + { 0, 0, 0, 0 } }; + int c,option_index; + if (argc <= 1) { + usage(); + exit(0); + } + while (1) { + c=getopt_long(argc,argv,"a:i:o:p:g:P:c:vqt:h",long_options,&option_index); + if (c==-1) break; + switch (c) { + /* + * Algorithm + */ + case 'a': { + /* Test bench */ + if (strcmp(optarg,"test")==0) { + parameters.algorithm = alignment_test; + // Indel + } else if (strcmp(optarg,"indel-wfa")==0) { + parameters.algorithm = alignment_indel_wavefront; + // Edit + } else if (strcmp(optarg,"edit-bpm")==0) { + parameters.algorithm = alignment_edit_bpm; + } else if (strcmp(optarg,"edit-dp")==0) { + parameters.algorithm = alignment_edit_dp; + } else if (strcmp(optarg,"edit-dp-banded")==0) { + parameters.algorithm = alignment_edit_dp_banded; + } else if (strcmp(optarg,"edit-wfa")==0) { + parameters.algorithm = alignment_edit_wavefront; + // Gap-Linear + } else if (strcmp(optarg,"gap-linear-nw")==0 || + strcmp(optarg,"gap-linear-dp")==0) { + parameters.algorithm = alignment_gap_linear_nw; + } else if (strcmp(optarg,"gap-linear-wfa")==0) { + parameters.algorithm = alignment_gap_linear_wavefront; + // Gap-Affine + } else if (strcmp(optarg,"gap-affine-swg")==0 || + strcmp(optarg,"gap-affine-dp")==0) { + parameters.algorithm = alignment_gap_affine_swg; + } else if (strcmp(optarg,"gap-affine-swg-banded")==0 || + strcmp(optarg,"gap-affine-dp-banded")==0) { + parameters.algorithm = alignment_gap_affine_swg_banded; + } else if (strcmp(optarg,"gap-affine-wfa")==0) { + parameters.algorithm = alignment_gap_affine_wavefront; + // Gap-Affine 2-Pieces + } else if (strcmp(optarg,"gap-affine2p-dp")==0) { + parameters.algorithm = alignment_gap_affine2p_dp; + } else if (strcmp(optarg,"gap-affine2p-wfa")==0) { + parameters.algorithm = alignment_gap_affine2p_wavefront; + } else { + fprintf(stderr,"Algorithm '%s' not recognized\n",optarg); + exit(1); + } + break; + } + /* + * Input/Output + */ + case 'i': + parameters.input_filename = optarg; + break; + case 'o': + parameters.output_filename = optarg; + break; + case 800: // --output-full + parameters.output_filename = optarg; + parameters.output_full = true; + break; + /* + * Penalties + */ + case 'p': { // --linear-penalties M,X,I + char* sentinel = strtok(optarg,","); + parameters.linear_penalties.match = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.linear_penalties.mismatch = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.linear_penalties.indel = atoi(sentinel); + break; + } + case 'g': { // --affine-penalties M,X,O,E + char* sentinel = strtok(optarg,","); + parameters.affine_penalties.match = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.affine_penalties.mismatch = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.affine_penalties.gap_opening = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.affine_penalties.gap_extension = atoi(sentinel); + break; + } + case 900: { // --affine2p-penalties M,X,O1,E1,O2,E2 + char* sentinel = strtok(optarg,","); + parameters.affine2p_penalties.match = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.affine2p_penalties.mismatch = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.affine2p_penalties.gap_opening1 = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.affine2p_penalties.gap_extension1 = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.affine2p_penalties.gap_opening2 = atoi(sentinel); + sentinel = strtok(NULL,","); + parameters.affine2p_penalties.gap_extension2 = atoi(sentinel); + break; + } + case 901: { // --ends-free P0,Pf,T0,Tf + parameters.endsfree = true; + char* sentinel = strtok(optarg,","); + parameters.pattern_begin_free = atof(sentinel); + sentinel = strtok(NULL,","); + parameters.pattern_end_free = atof(sentinel); + sentinel = strtok(NULL,","); + parameters.text_begin_free = atof(sentinel); + sentinel = strtok(NULL,","); + parameters.text_end_free = atof(sentinel); + break; + } + /* + * Wavefront parameters + */ + case 1000: // --wfa-score-only + parameters.wfa_score_only = true; + break; + case 1001: // --wfa-memory-mode in {'high','med','low'} + if (strcmp(optarg,"high")==0) { + parameters.wfa_memory_mode = wavefront_memory_high; + } else if (strcmp(optarg,"med")==0) { + parameters.wfa_memory_mode = wavefront_memory_med; + } else if (strcmp(optarg,"low")==0) { + parameters.wfa_memory_mode = wavefront_memory_low; + } else if (strcmp(optarg,"ultralow")==0) { + parameters.wfa_memory_mode = wavefront_memory_ultralow; + } else { + fprintf(stderr,"Option '--wfa-memory-mode' must be in {'high','med','low','ultralow'}\n"); + exit(1); + } + break; + case 1002: // --wfa-heuristic in {'none'|'banded-static'|'banded-adaptive'|'wfa-adaptive'|'xdrop'|'zdrop'} + if (strcmp(optarg,"none")==0) { + parameters.wfa_heuristic = wf_heuristic_none; + } else if (strcmp(optarg,"banded-static")==0 || strcmp(optarg,"banded")==0) { + parameters.wfa_heuristic = wf_heuristic_banded_static; + } else if (strcmp(optarg,"banded-adaptive")==0) { + parameters.wfa_heuristic = wf_heuristic_banded_adaptive; + } else if (strcmp(optarg,"wfa-adaptive")==0) { + parameters.wfa_heuristic = wf_heuristic_wfadaptive; + } else if (strcmp(optarg,"xdrop")==0) { + parameters.wfa_heuristic = wf_heuristic_xdrop; + } else if (strcmp(optarg,"zdrop")==0) { + parameters.wfa_heuristic = wf_heuristic_zdrop; + } else { + fprintf(stderr,"Option '--wf-heuristic' must be in {'none'|'banded-static'|'banded-adaptive'|'wfa-adaptive'|'xdrop'|'zdrop'}\n"); + exit(1); + } + break; + case 1003: { // --wfa-heuristic-parameters ,[,] + char* sentinel = strtok(optarg,","); + const int p1 = atoi(sentinel); + parameters.wfa_heuristic_p1 = p1; + sentinel = strtok(NULL,","); + const int p2 = atoi(sentinel); + parameters.wfa_heuristic_p2 = p2; + sentinel = strtok(NULL,","); + if (sentinel != NULL) { + const int p3 = atoi(sentinel); + parameters.wfa_heuristic_p3 = p3; + } + break; + } + case 1004: // --wfa-custom-match-funct + parameters.wfa_match_funct = match_function; + parameters.wfa_match_funct_arguments = &match_function_params; + break; + case 1005: // --wfa-max-memory + parameters.wfa_max_memory = atol(optarg); + break; + case 1006: // --wfa-max-score + parameters.wfa_max_score = atoi(optarg); + break; + case 1007: // --wfa-max-threads + parameters.wfa_max_threads = atoi(optarg); + break; + /* + * Other alignment parameters + */ + case 2000: // --bandwidth + parameters.bandwidth = atoi(optarg); + break; + /* + * Misc + */ + case 'c': + if (optarg == NULL) { // default = correct + parameters.check_correct = true; + parameters.check_score = false; + parameters.check_alignments = false; + } else if (strcasecmp(optarg,"display")==0) { + parameters.check_display = true; + } else if (strcasecmp(optarg,"correct")==0) { + parameters.check_correct = true; + parameters.check_score = false; + parameters.check_alignments = false; + } else if (strcasecmp(optarg,"score")==0) { + parameters.check_correct = true; + parameters.check_score = true; + parameters.check_alignments = false; + } else if (strcasecmp(optarg,"alignment")==0) { + parameters.check_correct = true; + parameters.check_score = true; + parameters.check_alignments = true; + } else { + fprintf(stderr,"Option '--check' must be in {'correct','score','alignment'}\n"); + exit(1); + } + break; + case 3001: // --check-distance in {'indel','edit','linear','affine','affine2p'} + if (strcasecmp(optarg,"indel")==0) { + parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_INDEL; + } else if (strcasecmp(optarg,"edit")==0) { + parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_EDIT; + } else if (strcasecmp(optarg,"linear")==0) { + parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_GAP_LINEAR; + } else if (strcasecmp(optarg,"affine")==0) { + parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_GAP_AFFINE; + } else if (strcasecmp(optarg,"affine2p")==0) { + parameters.check_metric = ALIGN_DEBUG_CHECK_DISTANCE_METRIC_GAP_AFFINE2P; + } else { + fprintf(stderr,"Option '--check-distance' must be in {'indel','edit','linear','affine','affine2p'}\n"); + exit(1); + } + break; + case 3002: // --check-bandwidth + parameters.check_bandwidth = atoi(optarg); + break; + case 3003: // --plot + parameters.plot = (optarg==NULL) ? 1 : atoi(optarg); + break; + /* + * System + */ + case 't': // --num-threads + parameters.num_threads = atoi(optarg); + break; + case 4000: // --batch-size + parameters.batch_size = atoi(optarg); + break; + case 'P': + parameters.progress = atoi(optarg); + break; + case 'v': + parameters.verbose = 1; + break; + case 4001: // --verbose (long option) + parameters.verbose = atoi(optarg); + if (parameters.verbose < 0 || parameters.verbose > 4) { + fprintf(stderr,"Option '--verbose' must be in {0,1,2,3,4}\n"); + exit(1); + } + break; + case 'q': + parameters.verbose = -1; + break; + case 'h': + usage(); + exit(1); + // Other + case '?': default: + fprintf(stderr,"Option not recognized \n"); + exit(1); + } + } + // Checks general + if (parameters.algorithm!=alignment_test && parameters.input_filename==NULL) { + fprintf(stderr,"Option --input is required \n"); + exit(1); + } + // Check 'ends-free' parameter + if (parameters.endsfree) { + switch (parameters.algorithm) { + case alignment_gap_affine_swg: + parameters.algorithm = alignment_gap_affine_swg_endsfree; + break; + case alignment_indel_wavefront: + case alignment_edit_wavefront: + case alignment_gap_linear_wavefront: + case alignment_gap_affine_wavefront: + case alignment_gap_affine2p_wavefront: + break; + default: + fprintf(stderr,"Ends-free variant not implemented for the selected algorithm\n"); + exit(1); + break; + } + } + // Check 'bandwidth' parameter + switch (parameters.algorithm) { + case alignment_edit_dp_banded: + case alignment_gap_affine_swg_banded: + if (parameters.bandwidth == -1) { + fprintf(stderr,"Parameter 'bandwidth' has to be provided for banded algorithms\n"); + exit(1); + } + break; + default: + if (parameters.bandwidth != -1) { + fprintf(stderr,"Parameter 'bandwidth' has no effect with the selected algorithm\n"); + exit(1); + } + break; + } + // Check 'wfa-heuristic' + switch (parameters.wfa_heuristic) { + case wf_heuristic_banded_static: + case wf_heuristic_xdrop: + case wf_heuristic_zdrop: + if (parameters.wfa_heuristic_p1 == -1 || + parameters.wfa_heuristic_p2 == -1) { + fprintf(stderr,"Heuristic requires parameters '--wfa-heuristic-parameters' ,\n"); + exit(1); + } + break; + case wf_heuristic_banded_adaptive: + case wf_heuristic_wfadaptive: + if (parameters.wfa_heuristic_p1 == -1 || + parameters.wfa_heuristic_p2 == -1 || + parameters.wfa_heuristic_p3 == -1) { + fprintf(stderr,"Heuristic requires parameters '--wfa-heuristic-parameters' ,,\n"); + exit(1); + } + break; + default: + break; + } + // Checks parallel + if (parameters.num_threads > 1) { + if (parameters.plot > 0) { + fprintf(stderr,"Parameter 'plot' disabled for parallel executions\n"); + parameters.plot = 0; + } + } +} diff --git a/tools/align_benchmark/align_benchmark_params.h b/tools/align_benchmark/align_benchmark_params.h new file mode 100644 index 00000000..889f16e0 --- /dev/null +++ b/tools/align_benchmark/align_benchmark_params.h @@ -0,0 +1,147 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + */ + +#ifndef ALIGN_BENCHMARK_PARAMS_H_ +#define ALIGN_BENCHMARK_PARAMS_H_ + +#include "utils/commons.h" +#include "benchmark/benchmark_utils.h" + +/* + * Algorithms + */ +typedef enum { + // Test + alignment_test, + // Indel + alignment_indel_wavefront, + // Edit + alignment_edit_bpm, + alignment_edit_dp, + alignment_edit_dp_banded, + alignment_edit_wavefront, + // Gap-linear + alignment_gap_linear_nw, + alignment_gap_linear_wavefront, + // Gap-affine + alignment_gap_affine_swg, + alignment_gap_affine_swg_endsfree, + alignment_gap_affine_swg_banded, + alignment_gap_affine_wavefront, + // Gap-affine dual-cost + alignment_gap_affine2p_dp, + alignment_gap_affine2p_wavefront, +} alignment_algorithm_type; + +/* + * Match function + */ +typedef struct { + char* pattern; + int pattern_length; + char* text; + int text_length; +} match_function_params_t; +extern match_function_params_t match_function_params; + +/* + * Align-benchmark Parameters + */ +typedef struct { + // Algorithm + alignment_algorithm_type algorithm; + // I/O + char *input_filename; + char *output_filename; + bool output_full; + // I/O internals + FILE* input_file; + char* line1; + char* line2; + size_t line1_allocated; + size_t line2_allocated; + FILE* output_file; + // Penalties + linear_penalties_t linear_penalties; + affine_penalties_t affine_penalties; + affine2p_penalties_t affine2p_penalties; + // Alignment form + bool endsfree; + double pattern_begin_free; + double text_begin_free; + double pattern_end_free; + double text_end_free; + // Wavefront parameters + bool wfa_score_only; + wf_heuristic_strategy wfa_heuristic; + int wfa_heuristic_p1; + int wfa_heuristic_p2; + int wfa_heuristic_p3; + wavefront_memory_t wfa_memory_mode; + alignment_match_funct_t wfa_match_funct; + void* wfa_match_funct_arguments; + uint64_t wfa_max_memory; + int wfa_max_score; + int wfa_max_threads; + // Other algorithms parameters + int bandwidth; + // Misc + bool check_display; + bool check_correct; + bool check_score; + bool check_alignments; + int check_metric; + int check_bandwidth; + int plot; + // Profile + profiler_timer_t timer_global; + // System + int num_threads; + int batch_size; + int progress; + int verbose; +} align_bench_params_t; + +// Defaults +extern align_bench_params_t parameters; + +/* + * Menu + */ +void usage(); + +/* + * Parse arguments + */ +void parse_arguments( + int argc, + char** argv); + +#endif /* ALIGN_BENCHMARK_PARAMS_H_ */ diff --git a/tools/align_benchmark/benchmark/benchmark_check.c b/tools/align_benchmark/benchmark/benchmark_check.c index ea7109a6..8022760a 100644 --- a/tools/align_benchmark/benchmark/benchmark_check.c +++ b/tools/align_benchmark/benchmark/benchmark_check.c @@ -132,22 +132,21 @@ void benchmark_check_alignment_indel( score_matrix_allocate( &score_matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); indel_dp_compute(&score_matrix, align_input->pattern,align_input->pattern_length, - align_input->text,align_input->text_length,&cigar); - const int score_correct = cigar_score_edit(&cigar); + align_input->text,align_input->text_length,cigar); + const int score_correct = cigar_score_edit(cigar); const int score_computed = cigar_score_edit(cigar_computed); // Check alignment benchmark_check_alignment_using_solution( align_input,cigar_computed,score_computed, - &cigar,score_correct); + cigar,score_correct); // Free score_matrix_free(&score_matrix); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_check_alignment_edit( align_input_t* const align_input, @@ -156,29 +155,28 @@ void benchmark_check_alignment_edit( score_matrix_allocate( &score_matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); if (align_input->check_bandwidth <= 0) { - edit_dp_compute(&score_matrix, + edit_dp_align(&score_matrix, align_input->pattern,align_input->pattern_length, - align_input->text,align_input->text_length,&cigar); + align_input->text,align_input->text_length,cigar); } else { - edit_dp_compute_banded(&score_matrix, + edit_dp_align_banded(&score_matrix, align_input->pattern,align_input->pattern_length, align_input->text,align_input->text_length, - align_input->check_bandwidth,&cigar); + align_input->check_bandwidth,cigar); } - const int score_correct = cigar_score_edit(&cigar); + const int score_correct = cigar_score_edit(cigar); const int score_computed = cigar_score_edit(cigar_computed); // Check alignment benchmark_check_alignment_using_solution( align_input,cigar_computed,score_computed, - &cigar,score_correct); + cigar,score_correct); // Free score_matrix_free(&score_matrix); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_check_alignment_gap_linear( align_input_t* const align_input, @@ -188,25 +186,24 @@ void benchmark_check_alignment_gap_linear( score_matrix_allocate( &score_matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); - nw_compute(&score_matrix, + nw_align(&score_matrix, align_input->check_linear_penalties, align_input->pattern,align_input->pattern_length, - align_input->text,align_input->text_length,&cigar); + align_input->text,align_input->text_length,cigar); const int score_correct = cigar_score_gap_linear( - &cigar,align_input->check_linear_penalties); + cigar,align_input->check_linear_penalties); const int score_computed = cigar_score_gap_linear( cigar_computed,align_input->check_linear_penalties); // Check alignment benchmark_check_alignment_using_solution( align_input,cigar_computed,score_computed, - &cigar,score_correct); + cigar,score_correct); // Free score_matrix_free(&score_matrix); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_check_alignment_gap_affine( align_input_t* const align_input, @@ -216,32 +213,31 @@ void benchmark_check_alignment_gap_affine( affine_matrix_allocate( &affine_matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); // Compute correct if (align_input->check_bandwidth <= 0) { - swg_compute(&affine_matrix,align_input->check_affine_penalties, + swg_align(&affine_matrix,align_input->check_affine_penalties, align_input->pattern,align_input->pattern_length, - align_input->text,align_input->text_length,&cigar); + align_input->text,align_input->text_length,cigar); } else { - swg_compute_banded(&affine_matrix,align_input->check_affine_penalties, + swg_align_banded(&affine_matrix,align_input->check_affine_penalties, align_input->pattern,align_input->pattern_length, align_input->text,align_input->text_length, - align_input->check_bandwidth,&cigar); + align_input->check_bandwidth,cigar); } const int score_correct = cigar_score_gap_affine( - &cigar,align_input->check_affine_penalties); + cigar,align_input->check_affine_penalties); const int score_computed = cigar_score_gap_affine( cigar_computed,align_input->check_affine_penalties); // Check alignment benchmark_check_alignment_using_solution( align_input,cigar_computed,score_computed, - &cigar,score_correct); + cigar,score_correct); // Free affine_matrix_free(&affine_matrix,align_input->mm_allocator); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_check_alignment_gap_affine2p( align_input_t* const align_input, @@ -251,26 +247,25 @@ void benchmark_check_alignment_gap_affine2p( affine2p_matrix_allocate( &affine_matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); // Compute correct - affine2p_dp_compute( + affine2p_dp_align( &affine_matrix,align_input->check_affine2p_penalties, align_input->pattern,align_input->pattern_length, - align_input->text,align_input->text_length,&cigar); + align_input->text,align_input->text_length,cigar); const int score_correct = cigar_score_gap_affine2p( - &cigar,align_input->check_affine2p_penalties); + cigar,align_input->check_affine2p_penalties); const int score_computed = cigar_score_gap_affine2p( cigar_computed,align_input->check_affine2p_penalties); // Check alignment benchmark_check_alignment_using_solution( align_input,cigar_computed,score_computed, - &cigar,score_correct); + cigar,score_correct); // Free affine2p_matrix_free(&affine_matrix,align_input->mm_allocator); - cigar_free(&cigar); + cigar_free(cigar); } /* * Check diff --git a/tools/align_benchmark/benchmark/benchmark_edit.c b/tools/align_benchmark/benchmark/benchmark_edit.c index 0c868876..2e368e1f 100644 --- a/tools/align_benchmark/benchmark/benchmark_edit.c +++ b/tools/align_benchmark/benchmark/benchmark_edit.c @@ -57,11 +57,11 @@ void benchmark_edit_bpm( timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&bpm_matrix.cigar); + benchmark_check_alignment(align_input,bpm_matrix.cigar); } // Output if (align_input->output_file) { - benchmark_print_output(align_input,edit,false,&bpm_matrix.cigar); + benchmark_print_output(align_input,edit,false,bpm_matrix.cigar); } // Free edit_bpm_pattern_free(&bpm_pattern,align_input->mm_allocator); @@ -77,27 +77,26 @@ void benchmark_edit_dp( score_matrix_allocate( &score_matrix,pattern_length+1, text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( pattern_length+text_length, align_input->mm_allocator); // Align timer_start(&align_input->timer); - edit_dp_compute(&score_matrix, + edit_dp_align(&score_matrix, align_input->pattern,pattern_length, - align_input->text,text_length,&cigar); + align_input->text,text_length,cigar); timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&cigar); + benchmark_check_alignment(align_input,cigar); } // Output if (align_input->output_file) { - benchmark_print_output(align_input,edit,false,&cigar); + benchmark_print_output(align_input,edit,false,cigar); } // Free score_matrix_free(&score_matrix); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_edit_dp_banded( align_input_t* const align_input, @@ -110,28 +109,27 @@ void benchmark_edit_dp_banded( score_matrix_allocate( &score_matrix,pattern_length+1, text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( pattern_length+text_length, align_input->mm_allocator); // Align timer_start(&align_input->timer); - edit_dp_compute_banded(&score_matrix, + edit_dp_align_banded(&score_matrix, align_input->pattern,pattern_length, align_input->text,text_length, - bandwidth,&cigar); + bandwidth,cigar); timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&cigar); + benchmark_check_alignment(align_input,cigar); } // Output if (align_input->output_file) { - benchmark_print_output(align_input,edit,false,&cigar); + benchmark_print_output(align_input,edit,false,cigar); } // Free score_matrix_free(&score_matrix); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_edit_wavefront( align_input_t* const align_input) { @@ -145,11 +143,11 @@ void benchmark_edit_wavefront( timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&wf_aligner->cigar); + benchmark_check_alignment(align_input,wf_aligner->cigar); } // Output if (align_input->output_file) { const int score_only = (wf_aligner->alignment_scope == compute_score); - benchmark_print_output(align_input,edit,score_only,&wf_aligner->cigar); + benchmark_print_output(align_input,edit,score_only,wf_aligner->cigar); } } diff --git a/tools/align_benchmark/benchmark/benchmark_gap_affine.c b/tools/align_benchmark/benchmark/benchmark_gap_affine.c index 049644ce..5492d1d0 100644 --- a/tools/align_benchmark/benchmark/benchmark_gap_affine.c +++ b/tools/align_benchmark/benchmark/benchmark_gap_affine.c @@ -46,27 +46,26 @@ void benchmark_gap_affine_swg( affine_matrix_allocate( &affine_matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); // Align timer_start(&align_input->timer); - swg_compute(&affine_matrix,penalties, + swg_align(&affine_matrix,penalties, align_input->pattern,align_input->pattern_length, - align_input->text,align_input->text_length,&cigar); + align_input->text,align_input->text_length,cigar); timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&cigar); + benchmark_check_alignment(align_input,cigar); } // Output if (align_input->output_file) { - benchmark_print_output(align_input,gap_affine,false,&cigar); + benchmark_print_output(align_input,gap_affine,false,cigar); } // Free affine_matrix_free(&affine_matrix,align_input->mm_allocator); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_gap_affine_swg_endsfree( align_input_t* const align_input, @@ -76,29 +75,28 @@ void benchmark_gap_affine_swg_endsfree( affine_matrix_allocate( &affine_matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); // Align timer_start(&align_input->timer); - swg_compute_endsfree(&affine_matrix,penalties, + swg_align_endsfree(&affine_matrix,penalties, align_input->pattern,align_input->pattern_length, align_input->text,align_input->text_length, align_input->pattern_begin_free,align_input->pattern_begin_free, - align_input->text_begin_free,align_input->text_end_free,&cigar); + align_input->text_begin_free,align_input->text_end_free,cigar); timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&cigar); + benchmark_check_alignment(align_input,cigar); } // Output if (align_input->output_file) { - benchmark_print_output(align_input,gap_affine,false,&cigar); + benchmark_print_output(align_input,gap_affine,false,cigar); } // Free affine_matrix_free(&affine_matrix,align_input->mm_allocator); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_gap_affine_swg_banded( align_input_t* const align_input, @@ -109,27 +107,26 @@ void benchmark_gap_affine_swg_banded( affine_matrix_allocate( &affine_matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); // Align timer_start(&align_input->timer); - swg_compute_banded(&affine_matrix,penalties, + swg_align_banded(&affine_matrix,penalties, align_input->pattern,align_input->pattern_length, - align_input->text,align_input->text_length,bandwidth,&cigar); + align_input->text,align_input->text_length,bandwidth,cigar); timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&cigar); + benchmark_check_alignment(align_input,cigar); } // Output if (align_input->output_file) { - benchmark_print_output(align_input,gap_affine,false,&cigar); + benchmark_print_output(align_input,gap_affine,false,cigar); } // Free affine_matrix_free(&affine_matrix,align_input->mm_allocator); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_gap_affine_wavefront( align_input_t* const align_input, @@ -144,11 +141,11 @@ void benchmark_gap_affine_wavefront( timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&wf_aligner->cigar); + benchmark_check_alignment(align_input,wf_aligner->cigar); } // Output if (align_input->output_file) { const int score_only = (wf_aligner->alignment_scope == compute_score); - benchmark_print_output(align_input,gap_affine,score_only,&wf_aligner->cigar); + benchmark_print_output(align_input,gap_affine,score_only,wf_aligner->cigar); } } diff --git a/tools/align_benchmark/benchmark/benchmark_gap_affine2p.c b/tools/align_benchmark/benchmark/benchmark_gap_affine2p.c index 844f829d..a8305d37 100644 --- a/tools/align_benchmark/benchmark/benchmark_gap_affine2p.c +++ b/tools/align_benchmark/benchmark/benchmark_gap_affine2p.c @@ -46,27 +46,26 @@ void benchmark_gap_affine2p_dp( affine2p_matrix_allocate( &matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); // Align timer_start(&align_input->timer); - affine2p_dp_compute(&matrix,penalties, + affine2p_dp_align(&matrix,penalties, align_input->pattern,align_input->pattern_length, - align_input->text,align_input->text_length,&cigar); + align_input->text,align_input->text_length,cigar); timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&cigar); + benchmark_check_alignment(align_input,cigar); } // Output if (align_input->output_file) { - benchmark_print_output(align_input,gap_affine_2p,false,&cigar); + benchmark_print_output(align_input,gap_affine_2p,false,cigar); } // Free affine2p_matrix_free(&matrix,align_input->mm_allocator); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_gap_affine2p_wavefront( align_input_t* const align_input, @@ -81,11 +80,11 @@ void benchmark_gap_affine2p_wavefront( timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&wf_aligner->cigar); + benchmark_check_alignment(align_input,wf_aligner->cigar); } // Output if (align_input->output_file) { const int score_only = (wf_aligner->alignment_scope == compute_score); - benchmark_print_output(align_input,gap_affine_2p,score_only,&wf_aligner->cigar); + benchmark_print_output(align_input,gap_affine_2p,score_only,wf_aligner->cigar); } } diff --git a/tools/align_benchmark/benchmark/benchmark_gap_linear.c b/tools/align_benchmark/benchmark/benchmark_gap_linear.c index 3feba33a..45cd2392 100644 --- a/tools/align_benchmark/benchmark/benchmark_gap_linear.c +++ b/tools/align_benchmark/benchmark/benchmark_gap_linear.c @@ -45,27 +45,26 @@ void benchmark_gap_linear_nw( score_matrix_allocate( &score_matrix,align_input->pattern_length+1, align_input->text_length+1,align_input->mm_allocator); - cigar_t cigar; - cigar_allocate(&cigar, + cigar_t* const cigar = cigar_new( align_input->pattern_length+align_input->text_length, align_input->mm_allocator); // Align timer_start(&align_input->timer); - nw_compute(&score_matrix,penalties, + nw_align(&score_matrix,penalties, align_input->pattern,align_input->pattern_length, - align_input->text,align_input->text_length,&cigar); + align_input->text,align_input->text_length,cigar); timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&cigar); + benchmark_check_alignment(align_input,cigar); } // Output if (align_input->output_file) { - benchmark_print_output(align_input,gap_linear,false,&cigar); + benchmark_print_output(align_input,gap_linear,false,cigar); } // Free score_matrix_free(&score_matrix); - cigar_free(&cigar); + cigar_free(cigar); } void benchmark_gap_linear_wavefront( align_input_t* const align_input, @@ -80,11 +79,11 @@ void benchmark_gap_linear_wavefront( timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&wf_aligner->cigar); + benchmark_check_alignment(align_input,wf_aligner->cigar); } // Output if (align_input->output_file) { const int score_only = (wf_aligner->alignment_scope == compute_score); - benchmark_print_output(align_input,gap_linear,score_only,&wf_aligner->cigar); + benchmark_print_output(align_input,gap_linear,score_only,wf_aligner->cigar); } } diff --git a/tools/align_benchmark/benchmark/benchmark_indel.c b/tools/align_benchmark/benchmark/benchmark_indel.c index 6a18ba5f..04d73fde 100644 --- a/tools/align_benchmark/benchmark/benchmark_indel.c +++ b/tools/align_benchmark/benchmark/benchmark_indel.c @@ -48,11 +48,11 @@ void benchmark_indel_wavefront( timer_stop(&align_input->timer); // DEBUG if (align_input->debug_flags) { - benchmark_check_alignment(align_input,&wf_aligner->cigar); + benchmark_check_alignment(align_input,wf_aligner->cigar); } // Output if (align_input->output_file) { const int score_only = (wf_aligner->alignment_scope == compute_score); - benchmark_print_output(align_input,indel,score_only,&wf_aligner->cigar); + benchmark_print_output(align_input,indel,score_only,wf_aligner->cigar); } } diff --git a/tools/align_benchmark/benchmark/benchmark_utils.c b/tools/align_benchmark/benchmark/benchmark_utils.c index 6aecbfe8..ccbd915e 100644 --- a/tools/align_benchmark/benchmark/benchmark_utils.c +++ b/tools/align_benchmark/benchmark/benchmark_utils.c @@ -107,12 +107,16 @@ void benchmark_print_output_lite( const int score, cigar_t* const cigar) { // Retrieve CIGAR - char* const cigar_str = malloc(cigar->end_offset-cigar->begin_offset); - cigar_sprint(cigar_str,cigar,true); + const bool cigar_null = (cigar->begin_offset >= cigar->end_offset); + char* cigar_str = NULL; + if (!cigar_null) { + cigar_str = malloc(2*(cigar->end_offset-cigar->begin_offset)+10); + cigar_sprint(cigar_str,cigar,true); + } // Print - fprintf(stream,"%d\t%s\n",score,cigar_str); + fprintf(stream,"%d\t%s\n",score,(cigar_null) ? "-" : cigar_str); // Free - free(cigar_str); + if (!cigar_null) free(cigar_str); } void benchmark_print_output_full( FILE* const stream, @@ -120,18 +124,22 @@ void benchmark_print_output_full( const int score, cigar_t* const cigar) { // Retrieve CIGAR - char* const cigar_str = malloc(cigar->end_offset-cigar->begin_offset); - cigar_sprint(cigar_str,cigar,true); + const bool cigar_null = (cigar->begin_offset >= cigar->end_offset); + char* cigar_str = NULL; + if (!cigar_null) { + cigar_str = malloc(2*(cigar->end_offset-cigar->begin_offset)); + cigar_sprint(cigar_str,cigar,true); + } // Print fprintf(stream,"%d\t%d\t%d\t%s\t%s\t%s\n", - align_input->pattern_length, // Pattern length - align_input->text_length, // Text length - score, // Alignment score - align_input->pattern, // Pattern sequence - align_input->text, // Text sequence - cigar_str); // CIGAR + align_input->pattern_length, // Pattern length + align_input->text_length, // Text length + score, // Alignment score + align_input->pattern, // Pattern sequence + align_input->text, // Text sequence + (cigar_null) ? "-" : cigar_str); // CIGAR // Free - free(cigar_str); + if (!cigar_null) free(cigar_str); } void benchmark_print_output( align_input_t* const align_input, diff --git a/tools/align_benchmark/edit/edit_bpm.c b/tools/align_benchmark/edit/edit_bpm.c index a1f5ca08..194ce3c6 100644 --- a/tools/align_benchmark/edit/edit_bpm.c +++ b/tools/align_benchmark/edit/edit_bpm.c @@ -22,6 +22,8 @@ * DESCRIPTION: Edit-Distance based BPM alignment algorithm */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "edit/edit_bpm.h" #include "utils/dna_text.h" @@ -153,7 +155,7 @@ void edit_bpm_matrix_allocate( bpm_matrix->Mv = Mv; bpm_matrix->Pv = Pv; // CIGAR - cigar_allocate(&bpm_matrix->cigar,pattern_length+text_length,mm_allocator); + bpm_matrix->cigar = cigar_new(pattern_length+text_length,mm_allocator); } void edit_bpm_matrix_free( bpm_matrix_t* const bpm_matrix, @@ -161,7 +163,7 @@ void edit_bpm_matrix_free( mm_allocator_free(mm_allocator,bpm_matrix->Mv); mm_allocator_free(mm_allocator,bpm_matrix->Pv); // CIGAR - cigar_free(&bpm_matrix->cigar); + cigar_free(bpm_matrix->cigar); } /* * Edit distance computation using BPM @@ -282,8 +284,8 @@ void edit_bpm_backtrace_matrix( const uint64_t pattern_length = bpm_pattern->pattern_length; const uint64_t* const Pv = bpm_matrix->Pv; const uint64_t* const Mv = bpm_matrix->Mv; - char* const operations = bpm_matrix->cigar.operations; - int op_sentinel = bpm_matrix->cigar.end_offset-1; + char* const operations = bpm_matrix->cigar->operations; + int op_sentinel = bpm_matrix->cigar->end_offset-1; // Retrieve the alignment. Store the match const uint64_t num_words64 = bpm_pattern->pattern_num_words64; int64_t h = bpm_matrix->min_score_column; @@ -311,7 +313,7 @@ void edit_bpm_backtrace_matrix( } while (h>=0) {operations[op_sentinel--] = 'I'; --h;} while (v>=0) {operations[op_sentinel--] = 'D'; --v;} - bpm_matrix->cigar.begin_offset = op_sentinel+1; + bpm_matrix->cigar->begin_offset = op_sentinel+1; } void edit_bpm_compute( bpm_matrix_t* const bpm_matrix, diff --git a/tools/align_benchmark/edit/edit_bpm.h b/tools/align_benchmark/edit/edit_bpm.h index 17bf4698..b81686cb 100644 --- a/tools/align_benchmark/edit/edit_bpm.h +++ b/tools/align_benchmark/edit/edit_bpm.h @@ -25,7 +25,6 @@ #ifndef EDIT_BPM_H_ #define EDIT_BPM_H_ -#include "utils/commons.h" #include "alignment/cigar.h" #include "system/mm_allocator.h" @@ -56,7 +55,7 @@ typedef struct { uint64_t min_score; uint64_t min_score_column; // CIGAR - cigar_t cigar; + cigar_t* cigar; } bpm_matrix_t; /* diff --git a/tools/align_benchmark/edit/edit_dp.c b/tools/align_benchmark/edit/edit_dp.c index 0d09c3e4..a7ff0e73 100644 --- a/tools/align_benchmark/edit/edit_dp.c +++ b/tools/align_benchmark/edit/edit_dp.c @@ -29,6 +29,8 @@ * DESCRIPTION: Dynamic-programming algorithm to compute Levenshtein alignment (edit) */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "edit_dp.h" /* @@ -70,7 +72,7 @@ void edit_dp_traceback( while (v>0) {operations[op_sentinel--] = 'D'; --v;} cigar->begin_offset = op_sentinel + 1; } -void edit_dp_compute( +void edit_dp_align( score_matrix_t* const score_matrix, const char* const pattern, const int pattern_length, @@ -100,7 +102,7 @@ void edit_dp_compute( /* * Edit distance computation using dynamic-programming matrix (banded) */ -void edit_dp_compute_banded( +void edit_dp_align_banded( score_matrix_t* const score_matrix, const char* const pattern, const int pattern_length, diff --git a/tools/align_benchmark/edit/edit_dp.h b/tools/align_benchmark/edit/edit_dp.h index 4b30817d..ccb3e356 100644 --- a/tools/align_benchmark/edit/edit_dp.h +++ b/tools/align_benchmark/edit/edit_dp.h @@ -32,13 +32,12 @@ #ifndef EDIT_DP_H_ #define EDIT_DP_H_ -#include "utils/commons.h" #include "alignment/score_matrix.h" /* * Edit distance computation using dynamic-programming matrix */ -void edit_dp_compute( +void edit_dp_align( score_matrix_t* const score_matrix, const char* const pattern, const int pattern_length, @@ -48,7 +47,7 @@ void edit_dp_compute( /* * Edit distance computation using dynamic-programming matrix (banded) */ -void edit_dp_compute_banded( +void edit_dp_align_banded( score_matrix_t* const score_matrix, const char* const pattern, const int pattern_length, diff --git a/tools/align_benchmark/gap_affine/affine_matrix.c b/tools/align_benchmark/gap_affine/affine_matrix.c index a194fc63..16e94e76 100644 --- a/tools/align_benchmark/gap_affine/affine_matrix.c +++ b/tools/align_benchmark/gap_affine/affine_matrix.c @@ -29,6 +29,8 @@ * DESCRIPTION: Gap-affine Matrix */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "gap_affine/affine_matrix.h" /* diff --git a/tools/align_benchmark/gap_affine/affine_matrix.h b/tools/align_benchmark/gap_affine/affine_matrix.h index 74d532f9..32311743 100644 --- a/tools/align_benchmark/gap_affine/affine_matrix.h +++ b/tools/align_benchmark/gap_affine/affine_matrix.h @@ -32,7 +32,6 @@ #ifndef AFFINE_MATRIX_H_ #define AFFINE_MATRIX_H_ -#include "utils/commons.h" #include "alignment/cigar.h" /* diff --git a/tools/align_benchmark/gap_affine/swg.c b/tools/align_benchmark/gap_affine/swg.c index e31760e9..7be9557c 100644 --- a/tools/align_benchmark/gap_affine/swg.c +++ b/tools/align_benchmark/gap_affine/swg.c @@ -30,6 +30,8 @@ * pairwise alignment (Smith-Waterman-Gotoh - SWG) */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "gap_affine/swg.h" /* @@ -102,7 +104,7 @@ void swg_traceback( /* * SWG alignment */ -void swg_compute( +void swg_align( affine_matrix_t* const affine_matrix, affine_penalties_t* const penalties, const char* const pattern, @@ -156,7 +158,7 @@ void swg_compute( /* * SWG alignment (ends-free) */ -void swg_compute_endsfree( +void swg_align_endsfree( affine_matrix_t* const affine_matrix, affine_penalties_t* const penalties, const char* const pattern, @@ -237,7 +239,7 @@ void swg_compute_endsfree( /* * SWG alignment (banded) */ -void swg_compute_banded( +void swg_align_banded( affine_matrix_t* const affine_matrix, affine_penalties_t* const penalties, const char* const pattern, diff --git a/tools/align_benchmark/gap_affine/swg.h b/tools/align_benchmark/gap_affine/swg.h index 9be1fcfe..9d64c887 100644 --- a/tools/align_benchmark/gap_affine/swg.h +++ b/tools/align_benchmark/gap_affine/swg.h @@ -33,13 +33,12 @@ #ifndef SWG_H_ #define SWG_H_ -#include "utils/commons.h" #include "gap_affine/affine_matrix.h" /* * SWG alignment */ -void swg_compute( +void swg_align( affine_matrix_t* const affine_matrix, affine_penalties_t* const penalties, const char* const pattern, @@ -51,7 +50,7 @@ void swg_compute( /* * SWG alignment (ends-free) */ -void swg_compute_endsfree( +void swg_align_endsfree( affine_matrix_t* const affine_matrix, affine_penalties_t* const penalties, const char* const pattern, @@ -67,7 +66,7 @@ void swg_compute_endsfree( /* * SWG alignment (banded) */ -void swg_compute_banded( +void swg_align_banded( affine_matrix_t* const affine_matrix, affine_penalties_t* const penalties, const char* const pattern, diff --git a/tools/align_benchmark/gap_affine2p/affine2p_dp.c b/tools/align_benchmark/gap_affine2p/affine2p_dp.c index d82a691e..be4000c8 100644 --- a/tools/align_benchmark/gap_affine2p/affine2p_dp.c +++ b/tools/align_benchmark/gap_affine2p/affine2p_dp.c @@ -114,7 +114,7 @@ void affine2p_dp_traceback( /* * Gap-affine 2-piece alignment computation using dynamic-programming matrix */ -void affine2p_dp_compute( +void affine2p_dp_align( affine2p_matrix_t* const matrix, affine2p_penalties_t* const penalties, const char* const pattern, @@ -179,76 +179,4 @@ void affine2p_dp_compute( // // DEBUG // affine2p_matrix_print(stderr,matrix,pattern,text); } -// /* -// * Gap-affine 2-piece alignment computation using dynamic-programming matrix (banded) -// */ -// void affine2p_dp_compute_banded( -// affine2p_matrix_t* const matrix, -// affine2p_penalties_t* const penalties, -// const char* const pattern, -// const int pattern_length, -// const char* const text, -// const int text_length, -// const int bandwidth, -// cigar_t* const cigar) { -// // Parameters -// const int k_end = ABS(text_length-pattern_length)+1; -// int effective_bandwidth = bandwidth; -// if (effective_bandwidth < k_end) effective_bandwidth = k_end; -// if (effective_bandwidth > pattern_length) effective_bandwidth = pattern_length; -// if (effective_bandwidth > text_length) effective_bandwidth = text_length; -// affine_cell_t** const dp = affine_matrix->columns; -// int h, v; -// // Initialize -// dp[0][0].D = AFFINE2P_SCORE_MAX; -// dp[0][0].I = AFFINE2P_SCORE_MAX; -// dp[0][0].M = 0; -// for (v=1;v<=effective_bandwidth;++v) { -// dp[0][v].D = penalties->gap_opening + v*penalties->gap_extension; -// dp[0][v].I = AFFINE2P_SCORE_MAX; -// dp[0][v].M = dp[0][v].D; -// } -// // Compute DP -// for (h=1;h<=text_length;++h) { -// // Compute lo limit -// int lo; -// if (h <= effective_bandwidth) { -// lo = 1; -// dp[h][lo-1].D = AFFINE2P_SCORE_MAX; -// dp[h][lo-1].I = penalties->gap_opening + h*penalties->gap_extension; -// dp[h][lo-1].M = dp[h][lo-1].I; -// } else { -// lo = h - effective_bandwidth; -// dp[h][lo-1].D = AFFINE2P_SCORE_MAX; -// dp[h][lo-1].I = AFFINE2P_SCORE_MAX; -// dp[h][lo-1].M = AFFINE2P_SCORE_MAX; -// } -// // Compute hi limit -// int hi = h + effective_bandwidth - 1; -// if (hi > pattern_length) { -// hi = pattern_length; -// } else if (h > 1) { -// dp[h-1][hi].D = AFFINE2P_SCORE_MAX; -// dp[h-1][hi].I = AFFINE2P_SCORE_MAX; -// dp[h-1][hi].M = AFFINE2P_SCORE_MAX; -// } -// // Compute column -// for (v=lo;v<=hi;++v) { -// // Update DP.D -// const int del_new = dp[h][v-1].M + penalties->gap_opening + penalties->gap_extension; -// const int del_ext = dp[h][v-1].D + penalties->gap_extension; -// const int del = MIN(del_new,del_ext); -// dp[h][v].D = del; -// // Update DP.I -// const int ins_new = dp[h-1][v].M + penalties->gap_opening + penalties->gap_extension; -// const int ins_ext = dp[h-1][v].I + penalties->gap_extension; -// const int ins = MIN(ins_new,ins_ext); -// dp[h][v].I = ins; -// // Update DP.M -// const int m_match = dp[h-1][v-1].M + ((pattern[v-1]==text[h-1]) ? penalties->match : penalties->mismatch); -// dp[h][v].M = MIN(m_match,MIN(ins,del)); -// } -// } -// // Compute traceback -// swg_traceback(affine_matrix,penalties,cigar); -//} + diff --git a/tools/align_benchmark/gap_affine2p/affine2p_dp.h b/tools/align_benchmark/gap_affine2p/affine2p_dp.h index e1d144c1..1e96ea6b 100644 --- a/tools/align_benchmark/gap_affine2p/affine2p_dp.h +++ b/tools/align_benchmark/gap_affine2p/affine2p_dp.h @@ -40,7 +40,7 @@ /* * Gap-affine 2-piece alignment computation using dynamic-programming matrix */ -void affine2p_dp_compute( +void affine2p_dp_align( affine2p_matrix_t* const matrix, affine2p_penalties_t* const penalties, const char* const pattern, diff --git a/tools/align_benchmark/gap_linear/nw.c b/tools/align_benchmark/gap_linear/nw.c index 2346846d..521a0d47 100644 --- a/tools/align_benchmark/gap_linear/nw.c +++ b/tools/align_benchmark/gap_linear/nw.c @@ -56,7 +56,7 @@ void nw_traceback( --h; } else { operations[op_sentinel--] = - (dp[h][v] == dp[h-1][v-1]+penalties->mismatch) ? 'X' : 'M'; + (dp[h][v] == dp[h-1][v-1] + penalties->mismatch) ? 'X' : 'M'; --h; --v; } @@ -65,7 +65,7 @@ void nw_traceback( while (v>0) {operations[op_sentinel--] = 'D'; --v;} cigar->begin_offset = op_sentinel + 1; } -void nw_compute( +void nw_align( score_matrix_t* const score_matrix, linear_penalties_t* const penalties, const char* const pattern, @@ -87,7 +87,7 @@ void nw_compute( // Compute DP for (h=1;h<=text_length;++h) { for (v=1;v<=pattern_length;++v) { - int min = dp[h-1][v-1] + ((pattern[v-1]==text[h-1]) ? 0 : penalties->mismatch); // Misms + int min = dp[h-1][v-1] + ((pattern[v-1]==text[h-1]) ? penalties->match : penalties->mismatch); // Misms min = MIN(min,dp[h-1][v]+penalties->indel); // Ins min = MIN(min,dp[h][v-1]+penalties->indel); // Del dp[h][v] = min; diff --git a/tools/align_benchmark/gap_linear/nw.h b/tools/align_benchmark/gap_linear/nw.h index 2f54cc65..c138909b 100644 --- a/tools/align_benchmark/gap_linear/nw.h +++ b/tools/align_benchmark/gap_linear/nw.h @@ -37,9 +37,9 @@ #include "alignment/score_matrix.h" /* - * Edit distance computation using raw dynamic-programming matrix + * Alignment computation using raw dynamic-programming matrix */ -void nw_compute( +void nw_align( score_matrix_t* const score_matrix, linear_penalties_t* const penalties, const char* const pattern, diff --git a/tools/generate_dataset/generate_dataset.c b/tools/generate_dataset/generate_dataset.c index e86b92dd..4cc57b60 100644 --- a/tools/generate_dataset/generate_dataset.c +++ b/tools/generate_dataset/generate_dataset.c @@ -108,13 +108,13 @@ void sequence_generate_random( * Extract sequence */ int sequence_extract( - char* const reference, - const int reference_length, - char* const candidate, - const int candidate_length) { - const int length_diff = reference_length - candidate_length; + char* const seqlong, + const int seqlong_length, + char* const seqshort, + const int seqshort_length) { + const int length_diff = seqlong_length - seqshort_length; const int offset = rand_iid(0,length_diff+1); - strncpy(candidate,reference+offset,candidate_length); + strncpy(seqshort,seqlong+offset,seqshort_length); // Return offset return offset; } @@ -123,10 +123,9 @@ int sequence_extract( */ void sequence_errors_print( FILE* const stream, - seq_error_t* const errors_log, - const int num_errors) { - int i; - for (i=0;i%c)",errors_log[i].position, @@ -136,10 +135,11 @@ void sequence_errors_print( fprintf(stream,"(%c,%d)",errors_log[i].operation,errors_log[i].position); break; } + ++i; } } /* - * Generate sequence errors + * Sequence errors generation */ void sequence_generate_mismatch( char* const sequence, @@ -212,6 +212,46 @@ int sequence_generate_errors( } // Close sequence and return length sequence[length] = '\0'; + errors_log[num_errors].operation = '\0'; + return length; +} +/* + * Large-Indel generation + */ +void sequence_generate_indel( + char* const sequence, + int* const sequence_length, + const int deletion_length, + seq_error_t* const errors_log) { + // Generate random deletion + const int position = rand_iid(0,*sequence_length); + if (deletion_length >= *sequence_length) return; + const int new_sequence_length = *sequence_length - deletion_length; + int i; + for (i=position;ioperation = 'N'; + errors_log->position = position; +} +int sequence_generate_indels( + char* const sequence, + const int sequence_length, + const int max_indels, + const int deletion_length, + seq_error_t* const errors_log) { + int length = sequence_length; + // Generate random indels + int i; + const int indels = rand_iid(0,max_indels+1); + for (i=0;i \n" - " --num-patterns|n \n" - " --length|l \n" - " --pattern-length|P \n" - " --text-length|T \n" - " --error|e \n" - " --debug|g \n" - " --help|h \n"); + " --output|o PATH Output path of the generated sequences\n" + " --num-patterns|n INT Total number of sequence-pairs generated\n" + " --length|l INT Length of the pattern-sequence (pattern-length) \n" + " --length-diff FLOAT Length of the text-sequence as percentage\n" + " of the pattern-length (default=1.0)\n" + " --error|e FLOAT Simulated errors (mismatch/insertion/deletion)\n" + " as a percentage of the pattern-length (default=0.04)\n" + " --indels NUM,LENGTH Insert up to additional INT indels of LENGTH (default=0,0)\n" + //" --debug|g \n" + " --help|h \n"); } void parse_arguments(int argc,char** argv) { struct option long_options[] = { { "num-patterns", required_argument, 0, 'n' }, { "output", required_argument, 0, 'o' }, { "length", required_argument, 0, 'l' }, - { "pattern-length", required_argument, 0, 'P' }, - { "text-length", required_argument, 0, 'T' }, + { "length-diff", required_argument, 0, 1000 }, { "error", required_argument, 0, 'e' }, + { "indels", required_argument, 0, 1001 }, { "debug", no_argument, 0, 'g' }, { "help", no_argument, 0, 'h' }, { 0, 0, 0, 0 } }; @@ -265,7 +311,7 @@ void parse_arguments(int argc,char** argv) { exit(0); } while (1) { - c=getopt_long(argc,argv,"n:o:l:P:T:e:gh",long_options,&option_index); + c=getopt_long(argc,argv,"n:o:l:e:gh",long_options,&option_index); if (c==-1) break; switch (c) { case 'n': @@ -274,21 +320,22 @@ void parse_arguments(int argc,char** argv) { case 'o': parameters.output = optarg; break; - case 'l': { - const int length = atoi(optarg); - parameters.pattern_length = length; - parameters.text_length = length; - break; - } - case 'P': - parameters.pattern_length = atoi(optarg); + case 'l': + parameters.length = atoi(optarg); break; - case 'T': - parameters.text_length = atoi(optarg); + case 1000: // --length-diff + parameters.length_diff = atof(optarg); break; case 'e': parameters.error_degree = atof(optarg); break; + case 1001: { // --indels + char* sentinel = strtok(optarg,","); + parameters.indels_num = atof(sentinel); + sentinel = strtok(NULL,","); + parameters.indels_length = atof(sentinel); + break; + } case 'g': parameters.debug = 1; break; @@ -306,42 +353,48 @@ int main(int argc,char* argv[]) { // Open file FILE* const output_file = (parameters.output==NULL) ? stdout : fopen(parameters.output,"w"); // Allocate sequences - const int reference_length = MAX(parameters.pattern_length,parameters.text_length); // Long sequence - const int candidate_length = MIN(parameters.pattern_length,parameters.text_length); // Short sequence + const int pattern_length = parameters.length; + const int text_length = ceil((float)pattern_length * parameters.length_diff); + const int seqlong_length = MAX(pattern_length,text_length); // Long sequence + const int seqshort_length = MIN(pattern_length,text_length); // Short sequence const int num_errors = (parameters.error_degree >= 1.0) ? - (int) parameters.error_degree : - ceil((float)candidate_length * parameters.error_degree); - char* const reference = malloc(reference_length+1); - char* const candidate = malloc(candidate_length+num_errors+1); - seq_error_t* const errors_log = malloc(num_errors*sizeof(seq_error_t)); + (int) parameters.error_degree : ceil((float)pattern_length * parameters.error_degree); + char* const seqlong = malloc(seqlong_length+1); + char* const seqshort = malloc(seqshort_length+1+num_errors+parameters.indels_num*parameters.indels_length); + seq_error_t* const errors_log = malloc((num_errors+parameters.indels_num+1)*sizeof(seq_error_t)); // Read-align loop srand(time(0)); int i; for (i=0;i 0) sequence_generate_errors(seqshort,seqshort_length,num_errors,errors_log); + // Generate indels + if (parameters.indels_num > 0) { + sequence_generate_indels(seqshort,seqshort_length, + parameters.indels_num,parameters.indels_length,errors_log+num_errors); + } // DEBUG if (parameters.debug) { fprintf(output_file,"#DEBUG offset=%d errors=",offset); - sequence_errors_print(output_file,errors_log,num_errors); + sequence_errors_print(output_file,errors_log); fprintf(output_file,"\n"); } // Print - if (parameters.pattern_length <= parameters.text_length) { - fprintf(output_file,">%s\n",candidate); - fprintf(output_file,"<%s\n",reference); + if (pattern_length <= text_length) { + fprintf(output_file,">%s\n",seqshort); + fprintf(output_file,"<%s\n",seqlong); } else { - fprintf(output_file,"<%s\n",reference); - fprintf(output_file,">%s\n",candidate); + fprintf(output_file,"<%s\n",seqlong); + fprintf(output_file,">%s\n",seqshort); } } // Close files & free if (parameters.output!=NULL) fclose(output_file); - free(reference); - free(candidate); + free(seqlong); + free(seqshort); free(errors_log); } diff --git a/utils/bitmap.c b/utils/bitmap.c index b4270b83..1b791331 100644 --- a/utils/bitmap.c +++ b/utils/bitmap.c @@ -29,6 +29,7 @@ * DESCRIPTION: Basic bitmap datastructure (static) */ +#include "utils/commons.h" #include "utils/bitmap.h" #include "system/mm_allocator.h" @@ -122,6 +123,3 @@ uint64_t bitmap_erank( const uint64_t bitmap_count = POPCOUNT_64(bitmap_masked); return bitmap_block->counter + bitmap_count; } - - - diff --git a/utils/bitmap.h b/utils/bitmap.h index 3fc53b04..3db59834 100644 --- a/utils/bitmap.h +++ b/utils/bitmap.h @@ -35,7 +35,6 @@ /* * Includes */ -#include "utils/commons.h" #include "system/mm_allocator.h" #define BITMAP_BLOCK_ELEMENTS 64 diff --git a/utils/commons.h b/utils/commons.h index ebc32085..a1f0132f 100644 --- a/utils/commons.h +++ b/utils/commons.h @@ -29,8 +29,7 @@ * DESCRIPTION: Common functions/utilities and headers for C development */ -#ifndef COMMONS_H_ -#define COMMONS_H_ +#pragma once #include #include @@ -243,6 +242,12 @@ uint64_t rand_iid(const uint64_t min,const uint64_t max); uint32_t nominal_prop_u32(const uint32_t base,const double factor); uint64_t nominal_prop_u64(const uint64_t base,const double factor); +/* + * Inline + */ +#define FORCE_INLINE __attribute__((always_inline)) inline +#define FORCE_NO_INLINE __attribute__ ((noinline)) + /* * Vectorize */ @@ -272,5 +277,3 @@ uint64_t nominal_prop_u64(const uint64_t base,const double factor); int i; \ for (i=0;i */ +#include "utils/commons.h" #include "heatmap.h" /* @@ -168,6 +169,3 @@ void heatmap_print( fprintf(stream,"\n"); } } - - - diff --git a/utils/heatmap.h b/utils/heatmap.h index ff904c5d..9def0ed5 100644 --- a/utils/heatmap.h +++ b/utils/heatmap.h @@ -31,8 +31,6 @@ #ifndef HEATMAP_H_ #define HEATMAP_H_ -#include "utils/commons.h" - /* * Heatmap */ diff --git a/utils/sequence_buffer.c b/utils/sequence_buffer.c index 2b7f750d..a7126c6c 100644 --- a/utils/sequence_buffer.c +++ b/utils/sequence_buffer.c @@ -29,6 +29,7 @@ * DESCRIPTION: Simple linear vector for generic type elements */ +#include "utils/commons.h" #include "utils/sequence_buffer.h" /* @@ -131,4 +132,3 @@ void sequence_buffer_add_pair( sequence_buffer->max_pattern_length = MAX(sequence_buffer->max_pattern_length,pattern_length); sequence_buffer->max_text_length = MAX(sequence_buffer->max_text_length,text_length); } - diff --git a/utils/sequence_buffer.h b/utils/sequence_buffer.h index 5a35ba65..961196bd 100644 --- a/utils/sequence_buffer.h +++ b/utils/sequence_buffer.h @@ -31,7 +31,6 @@ #ifndef SEQUENCE_BUFFER_H_ #define SEQUENCE_BUFFER_H_ -#include "utils/commons.h" #include "system/mm_allocator.h" typedef struct { diff --git a/utils/string_padded.c b/utils/string_padded.c index 41b05b55..99c10062 100644 --- a/utils/string_padded.c +++ b/utils/string_padded.c @@ -29,8 +29,9 @@ * DESCRIPTION: Padded string module to avoid handling corner conditions */ -#include "utils/string_padded.h" +#include "utils/commons.h" #include "system/mm_allocator.h" +#include "utils/string_padded.h" /* * Strings (text/pattern) padded @@ -43,6 +44,7 @@ void strings_padded_add_padding( const char padding_value, char** const buffer_padded, char** const buffer_padded_begin, + const bool reverse_sequence, mm_allocator_t* const mm_allocator) { // Allocate const int buffer_padded_length = begin_padding_length + buffer_length + end_padding_length; @@ -51,7 +53,14 @@ void strings_padded_add_padding( memset(*buffer_padded,padding_value,begin_padding_length); // Copy buffer *buffer_padded_begin = *buffer_padded + begin_padding_length; - memcpy(*buffer_padded_begin,buffer,buffer_length); + if (reverse_sequence) { + int i; + for (i=0;ipattern_padded_buffer), - &(strings_padded->pattern_padded),mm_allocator); + &(strings_padded->pattern_padded), + reverse_sequences,mm_allocator); strings_padded_add_padding( text,text_length, text_begin_padding_length,text_end_padding_length,'!', &(strings_padded->text_padded_buffer), - &(strings_padded->text_padded),mm_allocator); + &(strings_padded->text_padded), + reverse_sequences,mm_allocator); // Return return strings_padded; } @@ -91,6 +103,7 @@ strings_padded_t* strings_padded_new_rhomb( const char* const text, const int text_length, const int padding_length, + const bool reverse_sequences, mm_allocator_t* const mm_allocator) { // Allocate strings_padded_t* const strings_padded = @@ -106,12 +119,14 @@ strings_padded_t* strings_padded_new_rhomb( pattern,pattern_length, pattern_begin_padding_length,pattern_end_padding_length,'?', &(strings_padded->pattern_padded_buffer), - &(strings_padded->pattern_padded),mm_allocator); + &(strings_padded->pattern_padded), + reverse_sequences,mm_allocator); strings_padded_add_padding( text,text_length, text_begin_padding_length,text_end_padding_length,'!', &(strings_padded->text_padded_buffer), - &(strings_padded->text_padded),mm_allocator); + &(strings_padded->text_padded), + reverse_sequences,mm_allocator); // Set lengths strings_padded->pattern_length = pattern_length; strings_padded->text_length = text_length; diff --git a/utils/string_padded.h b/utils/string_padded.h index a9a761a8..975594d8 100644 --- a/utils/string_padded.h +++ b/utils/string_padded.h @@ -32,12 +32,6 @@ #ifndef STRING_PADDED_H_ #define STRING_PADDED_H_ -/* - * Includes - */ -#include "utils/commons.h" -#include "system/mm_allocator.h" - /* * Strings Padded */ @@ -63,6 +57,7 @@ strings_padded_t* strings_padded_new( const char* const text, const int text_length, const int padding_length, + const bool reverse_sequences, mm_allocator_t* const mm_allocator); strings_padded_t* strings_padded_new_rhomb( const char* const pattern, @@ -70,6 +65,7 @@ strings_padded_t* strings_padded_new_rhomb( const char* const text, const int text_length, const int padding_length, + const bool reverse_sequences, mm_allocator_t* const mm_allocator); void strings_padded_delete( strings_padded_t* const strings_padded); diff --git a/utils/vector.c b/utils/vector.c index 5870dac8..5a9109f0 100644 --- a/utils/vector.c +++ b/utils/vector.c @@ -30,6 +30,7 @@ * DESCRIPTION: Simple linear vector (generic type elements) */ +#include "utils/commons.h" #include "vector.h" /* @@ -122,4 +123,3 @@ vector_t* vector_dup( memcpy(vector_cpy->memory,vector_src->memory,vector_src->used*vector_src->element_size); return vector_cpy; } - diff --git a/utils/vector.h b/utils/vector.h index c6327476..2c5dcf06 100644 --- a/utils/vector.h +++ b/utils/vector.h @@ -33,8 +33,6 @@ #ifndef VECTOR_H_ #define VECTOR_H_ -#include "commons.h" - /* * Checkers */ diff --git a/wavefront/Makefile b/wavefront/Makefile index 2395ad14..c30efdde 100644 --- a/wavefront/Makefile +++ b/wavefront/Makefile @@ -13,6 +13,8 @@ MODULES=wavefront_align \ wavefront_backtrace_buffer \ wavefront_backtrace_offload \ wavefront_backtrace \ + wavefront_bialign \ + wavefront_bialigner \ wavefront_components \ wavefront_compute_affine \ wavefront_compute_affine2p \ @@ -27,12 +29,16 @@ MODULES=wavefront_align \ wavefront_penalties \ wavefront_plot \ wavefront_slab \ + wavefront_unialign \ wavefront SRCS=$(addsuffix .c, $(MODULES)) OBJS=$(addprefix $(FOLDER_BUILD)/, $(SRCS:.c=.o)) -#CC_XFLAGS=-fopt-info-vec-optimized +ifeq ($(BUILD_WFA_PARALLEL),1) +PFLAGS=-DWFA_PARALLEL -fopenmp +endif +#CC_XFLAGS+=-fopt-info-vec-optimized ############################################################################### # Rules @@ -41,6 +47,6 @@ all: $(OBJS) # General building rule $(FOLDER_BUILD)/%.o : %.c - $(CC) $(CC_FLAGS) $(CC_XFLAGS) -I$(FOLDER_ROOT) -c $< -o $@ + $(CC) $(CC_FLAGS) $(PFLAGS) -I$(FOLDER_ROOT) -c $< -o $@ diff --git a/wavefront/wavefront.c b/wavefront/wavefront.c index 547e1344..97ccd274 100644 --- a/wavefront/wavefront.c +++ b/wavefront/wavefront.c @@ -29,6 +29,8 @@ * DESCRIPTION: Individual WaveFront data structure */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "wavefront.h" /* @@ -88,15 +90,14 @@ void wavefront_init( wavefront_t* const wavefront, const int min_lo, const int max_hi) { - // Configure limits + // Limits wavefront->null = false; wavefront->lo = 1; wavefront->hi = -1; - wavefront->k_alignment_end = WAVEFRONT_DIAGONAL_NULL; - wavefront->bt_occupancy_max = 0; - // Setup elements + // Elements wavefront->offsets = wavefront->offsets_mem - min_lo; // Center at k=0 if (wavefront->bt_pcigar_mem) { + wavefront->bt_occupancy_max = 0; wavefront->bt_pcigar = wavefront->bt_pcigar_mem - min_lo; // Center at k=0 wavefront->bt_prev = wavefront->bt_prev_mem - min_lo; // Center at k=0 } @@ -110,15 +111,14 @@ void wavefront_init_null( wavefront_t* const wavefront, const int min_lo, const int max_hi) { - // Configure limits + // Limits wavefront->null = true; wavefront->lo = 1; wavefront->hi = -1; - wavefront->k_alignment_end = WAVEFRONT_DIAGONAL_NULL; - wavefront->bt_occupancy_max = 0; - // Setup elements + // Elements wavefront->offsets = wavefront->offsets_mem - min_lo; // Center at k=0 if (wavefront->bt_pcigar_mem) { + wavefront->bt_occupancy_max = 0; wavefront->bt_pcigar = wavefront->bt_pcigar_mem - min_lo; // Center at k=0 wavefront->bt_prev = wavefront->bt_prev_mem - min_lo; // Center at k=0 } @@ -172,7 +172,3 @@ uint64_t wavefront_get_size( } return total_size; } - - - - diff --git a/wavefront/wavefront.h b/wavefront/wavefront.h index c9527bb4..67c0483b 100644 --- a/wavefront/wavefront.h +++ b/wavefront/wavefront.h @@ -32,11 +32,19 @@ #ifndef WAVEFRONT_H_ #define WAVEFRONT_H_ -#include "utils/commons.h" #include "system/mm_allocator.h" #include "wavefront_offset.h" #include "wavefront_backtrace_buffer.h" +/* + * Alignment position + */ +typedef struct { + int score; // Score + int k; // Diagonal + wf_offset_t offset; // Offset +} wavefront_pos_t; + /* * Wavefront */ @@ -50,16 +58,15 @@ typedef struct { bool null; // Is null interval? int lo; // Lowest diagonal (inclusive) int hi; // Highest diagonal (inclusive) - int k_alignment_end; // Mark WF's diagonal that reached the end of the alignment (semi-global) - int bt_occupancy_max; // Maximum number of pcigar-ops stored on the Backtrace-block // Wavefront elements wf_offset_t* offsets; // Offsets (k-centered) + wf_offset_t* offsets_mem; // Offsets base memory (Internal) + // Piggyback backtrace + int bt_occupancy_max; // Maximum number of pcigar-ops stored on the Backtrace-block pcigar_t* bt_pcigar; // Backtrace-block pcigar (k-centered) bt_block_idx_t* bt_prev; // Backtrace-block previous-index (k-centered) - // Memory internals - wf_offset_t* offsets_mem; // Offsets base memory - pcigar_t* bt_pcigar_mem; // Backtrace-block (base memory) - bt_block_idx_t* bt_prev_mem; // Backtrace-block previous-index (base memory) + pcigar_t* bt_pcigar_mem; // Backtrace-block (base memory - Internal) + bt_block_idx_t* bt_prev_mem; // Backtrace-block previous-index (base memory - Internal) // Slab internals wavefront_status_type status; // Wavefront status (memory state) int wf_elements_allocated; // Total wf-elements allocated (max. wf. size) diff --git a/wavefront/wavefront_align.c b/wavefront/wavefront_align.c index f190a148..8705d3af 100644 --- a/wavefront/wavefront_align.c +++ b/wavefront/wavefront_align.c @@ -29,327 +29,127 @@ * DESCRIPTION: WaveFront alignment module for sequence pairwise alignment */ +#include "utils/commons.h" #include "wavefront_align.h" -#include "wavefront_aligner.h" -#include "wavefront_extend.h" +#include "wavefront_unialign.h" +#include "wavefront_bialign.h" #include "wavefront_compute.h" #include "wavefront_compute_edit.h" #include "wavefront_compute_linear.h" #include "wavefront_compute_affine.h" #include "wavefront_compute_affine2p.h" +#include "wavefront_extend.h" #include "wavefront_backtrace.h" #include "wavefront_debug.h" /* * Checks */ -void wavefront_check_endsfree_form( +void wavefront_align_checks( wavefront_aligner_t* const wf_aligner, const int pattern_length, const int text_length) { alignment_form_t* const form = &wf_aligner->alignment_form; - if (form->pattern_begin_free > pattern_length || - form->pattern_end_free > pattern_length || - form->text_begin_free > text_length || - form->text_end_free > text_length) { - fprintf(stderr,"[WFA] Ends-free parameters must be not larger than the sequences " - "(P0=%d,Pf=%d,T0=%d,Tf=%d). Must be (P0<=|P|,Pf<=|P|,T0<=|T|,Tf<=|T|) where (|P|,|T|)=(%d,%d)\n", - form->pattern_begin_free,form->pattern_end_free, - form->text_begin_free,form->text_end_free, - pattern_length,text_length); - exit(1); - } -} -/* - * Limits - */ -bool wavefront_align_reached_limits( - wavefront_aligner_t* const wf_aligner, - const int score) { - // Check alignment-score limit - if (score >= wf_aligner->alignment_form.max_alignment_score) { - wf_aligner->cigar.score = wf_aligner->alignment_form.max_alignment_score; - wf_aligner->align_status.status = WF_STATUS_MAX_SCORE_REACHED; - return true; // Stop - } - // Global probing interval - alignment_system_t* const system = &wf_aligner->system; - if ((score%system->probe_interval_global) != 0) return false; // Continue - if (system->verbose) { - wavefront_aligner_print_status(stderr,wf_aligner,score); // DEBUG - } - // BT-Buffer - wavefront_components_t*const wf_components = &wf_aligner->wf_components; - if (wf_components->bt_buffer!=NULL && (score%system->probe_interval_compact)==0) { - uint64_t bt_memory = wf_backtrace_buffer_get_size_used(wf_components->bt_buffer); - // Check BT-buffer memory - if (bt_memory > system->max_memory_compact) { - // Compact BT-buffer - wavefront_components_compact_bt_buffer(wf_components,score,wf_aligner->system.verbose); - // Set new buffer limit - bt_memory = wf_backtrace_buffer_get_size_used(wf_components->bt_buffer); - uint64_t proposed_mem = (double)bt_memory * TELESCOPIC_FACTOR; - if (system->max_memory_compact < proposed_mem && proposed_mem < system->max_memory_abort) { - proposed_mem = system->max_memory_compact; - } - // Reset (if maximum compacts has been performed) - if (wf_components->bt_buffer->num_compactions >= system->max_partial_compacts) { - wf_backtrace_buffer_reset_compaction(wf_components->bt_buffer); - } + if (wf_aligner->bialigner != NULL) { + const bool ends_free = + form->pattern_begin_free > 0 || + form->pattern_end_free > 0 || + form->text_begin_free > 0 || + form->text_end_free > 0; + if (ends_free) { + fprintf(stderr,"[WFA] BiWFA and ends-free is not supported yet\n"); + exit(1); } } - // Check overall memory used - const uint64_t wf_memory_used = wavefront_aligner_get_size(wf_aligner); - if (wf_memory_used > system->max_memory_abort) { - wf_aligner->align_status.status = WF_STATUS_OOM; - return true; // Stop - } - // Otherwise continue - return false; -} -/* - * Initialize end-to-end alignment (Global) - */ -void wavefront_align_end2end_initialize( - wavefront_aligner_t* const wf_aligner) { - // Parameters - wavefront_components_t* const wf_components = &wf_aligner->wf_components; const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; - const int max_score_scope = wf_components->max_score_scope; - // Init wavefronts - const int effective_lo = -(max_score_scope+1); - const int effective_hi = (max_score_scope+1); - wf_components->mwavefronts[0] = wavefront_slab_allocate( - wf_aligner->wavefront_slab,effective_lo,effective_hi); - wf_components->mwavefronts[0]->offsets[0] = 0; - wf_components->mwavefronts[0]->lo = 0; - wf_components->mwavefronts[0]->hi = 0; - // Store initial BT-piggypack element - if (wf_components->bt_piggyback) { - const bt_block_idx_t block_idx = wf_backtrace_buffer_init_block(wf_components->bt_buffer,0,0); - wf_components->mwavefronts[0]->bt_pcigar[0] = 0; - wf_components->mwavefronts[0]->bt_prev[0] = block_idx; - } - // Nullify unused WFs - if (distance_metric <= gap_linear) return; - wf_components->d1wavefronts[0] = NULL; - wf_components->i1wavefronts[0] = NULL; - if (distance_metric==gap_affine) return; - wf_components->d2wavefronts[0] = NULL; - wf_components->i2wavefronts[0] = NULL; -} -/* - * Initialize ends-free alignment (Semiglobal/glocal/...) - */ -void wavefront_align_endsfree_initialize( - wavefront_aligner_t* const wf_aligner) { - // Parameters - wavefront_components_t* const wf_components = &wf_aligner->wf_components; - const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; - const int text_begin_free = wf_aligner->alignment_form.text_begin_free; - const int pattern_begin_free = wf_aligner->alignment_form.pattern_begin_free; - const int max_score_scope = wf_components->max_score_scope; - // Init wavefront zero - const int effective_lo = -pattern_begin_free - (max_score_scope+1); - const int effective_hi = text_begin_free + (max_score_scope+1); - wf_components->mwavefronts[0] = wavefront_slab_allocate( - wf_aligner->wavefront_slab,effective_lo,effective_hi); - wf_components->mwavefronts[0]->offsets[0] = 0; - wf_components->mwavefronts[0]->lo = -pattern_begin_free; - wf_components->mwavefronts[0]->hi = text_begin_free; - // Store initial BT-piggypack element - if (wf_components->bt_piggyback) { - const bt_block_idx_t block_idx = wf_backtrace_buffer_init_block(wf_components->bt_buffer,0,0); - wf_components->mwavefronts[0]->bt_pcigar[0] = 0; - wf_components->mwavefronts[0]->bt_prev[0] = block_idx; - } - // Init text begin-free - int h; - for (h=1;h<=text_begin_free;++h) { - const int k = WAVEFRONT_DIAGONAL(h,0); - wf_components->mwavefronts[0]->offsets[k] = WAVEFRONT_OFFSET(h,0); - if (wf_components->bt_piggyback) { - const bt_block_idx_t block_idx = wf_backtrace_buffer_init_block(wf_components->bt_buffer,0,h); - wf_components->mwavefronts[0]->bt_pcigar[k] = 0; - wf_components->mwavefronts[0]->bt_prev[k] = block_idx; - } - } - // Init pattern begin-free - int v; - for (v=1;v<=pattern_begin_free;++v) { - const int k = WAVEFRONT_DIAGONAL(0,v); - wf_components->mwavefronts[0]->offsets[k] = WAVEFRONT_OFFSET(0,v); - if (wf_components->bt_piggyback) { - const bt_block_idx_t block_idx = wf_backtrace_buffer_init_block(wf_components->bt_buffer,v,0); - wf_components->mwavefronts[0]->bt_pcigar[k] = 0; - wf_components->mwavefronts[0]->bt_prev[k] = block_idx; - } + const bool is_heuristic_drop = + (wf_aligner->heuristic.strategy & wf_heuristic_xdrop) || + (wf_aligner->heuristic.strategy & wf_heuristic_zdrop); + if (is_heuristic_drop && (distance_metric==edit || distance_metric==indel)) { + fprintf(stderr,"[WFA] Heuristics drops are not compatible with 'edit'/'indel' distance metrics\n"); + exit(1); } - // Nullify unused WFs - if (distance_metric <= gap_linear) return; - wf_components->d1wavefronts[0] = NULL; - wf_components->i1wavefronts[0] = NULL; - if (distance_metric==gap_affine) return; - wf_components->d2wavefronts[0] = NULL; - wf_components->i2wavefronts[0] = NULL; -} -/* - * Terminate alignment (backtrace) - */ -void wavefront_align_terminate( - wavefront_aligner_t* const wf_aligner, - const int score_final) { - // Parameters - wavefront_components_t* const wf_components = &wf_aligner->wf_components; - int score = score_final; - // Fetch wavefront - if (wf_components->memory_modular) score = score % wf_components->max_score_scope; - wavefront_t* const mwavefront = wf_components->mwavefronts[score]; - // Retrieve alignment - if (wf_aligner->alignment_scope == compute_score) { - cigar_clear(&wf_aligner->cigar); - } else { - const int alignment_k = mwavefront->k_alignment_end; - const wf_offset_t alignment_offset = mwavefront->offsets[alignment_k]; - if (wf_components->bt_piggyback) { - // Backtrace alignment from buffer (unpacking pcigar) - wavefront_backtrace_pcigar( - wf_aligner,alignment_k,alignment_offset, - mwavefront->bt_pcigar[alignment_k], - mwavefront->bt_prev[alignment_k]); - } else { - // Backtrace alignment - if (wf_aligner->penalties.distance_metric <= gap_linear) { - wavefront_backtrace_linear(wf_aligner,score,alignment_k,alignment_offset); - } else { - wavefront_backtrace_affine(wf_aligner,score,alignment_k,alignment_offset); - } + if (form->span == alignment_endsfree) { + if (form->pattern_begin_free > pattern_length || + form->pattern_end_free > pattern_length || + form->text_begin_free > text_length || + form->text_end_free > text_length) { + fprintf(stderr,"[WFA] Ends-free parameters must be not larger than the sequences " + "(P0=%d,Pf=%d,T0=%d,Tf=%d). Must be (P0<=|P|,Pf<=|P|,T0<=|T|,Tf<=|T|) where (|P|,|T|)=(%d,%d)\n", + form->pattern_begin_free,form->pattern_end_free, + form->text_begin_free,form->text_end_free, + pattern_length,text_length); + exit(1); } } - // Set score & finish - wf_aligner->cigar.score = -score_final; } /* - * General Alignment + * Wavefront Alignment Unidirectional */ -int wavefront_align_sequences( +void wavefront_align_unidirectional_cleanup( wavefront_aligner_t* const wf_aligner) { - // Parameters - wavefront_align_status_t* const wf_align_status = &wf_aligner->align_status; - void (*wf_align_compute)(wavefront_aligner_t* const,const int) = wf_align_status->wf_align_compute; - bool (*wf_align_extend)(wavefront_aligner_t* const,const int) = wf_align_status->wf_align_extend; - // Compute wavefronts of increasing score - int score = wf_aligner->align_status.score; - while (true) { - // Exact extend s-wavefront - const bool finished = (*wf_align_extend)(wf_aligner,score); - if (finished) { - // DEBUG - // wavefront_aligner_print(stderr,wf_aligner,0,score,7,0); - if (wf_aligner->align_status.status == WF_STATUS_SUCCESSFUL) { - wavefront_align_terminate(wf_aligner,score); + // Compute memory used + uint64_t memory_used = wavefront_aligner_get_size(wf_aligner); + wf_aligner->align_status.memory_used = memory_used; + // Reap memory (controlled reaping) + if (memory_used > wf_aligner->system.max_memory_resident) { + // Wavefront components + wavefront_components_reap(&wf_aligner->wf_components); + // Check memory + memory_used = wavefront_aligner_get_size(wf_aligner); + wf_aligner->align_status.memory_used = memory_used; + // Slab + if (memory_used > wf_aligner->system.max_memory_resident) { + wavefront_slab_reap(wf_aligner->wavefront_slab); + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_reap(wf_aligner->bialigner); } - wf_aligner->align_status.score = score; - return wf_aligner->align_status.status; - } - // Compute (s+1)-wavefront - ++score; - (*wf_align_compute)(wf_aligner,score); - // Probe limits - if (wavefront_align_reached_limits(wf_aligner,score)) { - wf_aligner->align_status.score = score; - return wf_aligner->align_status.status; } - // PROFILE - if (wf_aligner->plot_params.plot_enabled) { - wavefront_plot(wf_aligner,wf_aligner->pattern,wf_aligner->text,score); - } - // DEBUG - // wavefront_aligner_print(stderr,wf_aligner,0,score,7,0); } - // Return OK - wf_aligner->align_status.score = score; - wf_aligner->align_status.status = WF_STATUS_SUCCESSFUL; - return WF_STATUS_SUCCESSFUL; } -void wavefront_align_begin( +void wavefront_align_unidirectional( wavefront_aligner_t* const wf_aligner, const char* const pattern, const int pattern_length, const char* const text, const int text_length) { - // Parameters - wavefront_align_status_t* const wf_align_status = &wf_aligner->align_status; + // Prepare alignment + wavefront_unialign_init( + wf_aligner,pattern,pattern_length,text,text_length, + affine2p_matrix_M,affine2p_matrix_M); // DEBUG wavefront_debug_prologue(wf_aligner,pattern,pattern_length,text,text_length); - // Resize wavefront aligner - wavefront_aligner_resize(wf_aligner,pattern,pattern_length,text,text_length); - // Configure WF-compute function - switch (wf_aligner->penalties.distance_metric) { - case indel: - case edit: - wf_align_status->wf_align_compute = &wavefront_compute_edit; - break; - case gap_linear: - wf_align_status->wf_align_compute = &wavefront_compute_linear; - break; - case gap_affine: - wf_align_status->wf_align_compute = &wavefront_compute_affine; - break; - case gap_affine_2p: - wf_align_status->wf_align_compute = &wavefront_compute_affine2p; - break; - default: - fprintf(stderr,"[WFA] Distance function not implemented\n"); - exit(1); - break; - } - // Configure WF-extend function - const bool end2end = (wf_aligner->alignment_form.span == alignment_end2end); - if (wf_aligner->match_funct != NULL) { - wf_align_status->wf_align_extend = &wavefront_extend_custom; - } else if (end2end) { - wf_align_status->wf_align_extend = &wavefront_extend_end2end; - } else { - wf_align_status->wf_align_extend = &wavefront_extend_endsfree; - } - // Initialize wavefront - if (end2end) { - wavefront_align_end2end_initialize(wf_aligner); - } else { - wavefront_check_endsfree_form(wf_aligner,pattern_length,text_length); - wavefront_align_endsfree_initialize(wf_aligner); - } - // Plot WF-0 - const bool plot = wf_aligner->plot_params.plot_enabled; - if (plot) { - wavefront_plot(wf_aligner,pattern,text,0); - } + // Wavefront align sequences + wavefront_unialign(wf_aligner); + // Finish + if (wf_aligner->align_status.status == WF_STATUS_MAX_SCORE_REACHED) return; // Alignment paused + wavefront_align_unidirectional_cleanup(wf_aligner); + // DEBUG + wavefront_debug_epilogue(wf_aligner); + wavefront_debug_check_correct(wf_aligner); } -void wavefront_align_end( - wavefront_aligner_t* const wf_aligner) { - // Parameters - wavefront_align_status_t* const wf_align_status = &wf_aligner->align_status; - // Reap memory (controlled reaping) - uint64_t wf_memory_used = wavefront_aligner_get_size(wf_aligner); - if (wf_memory_used > wf_aligner->system.max_memory_resident) { - // Wavefront components - wavefront_components_reap(&wf_aligner->wf_components); - // Check memory - wf_memory_used = wavefront_aligner_get_size(wf_aligner); - // Slab - if (wf_memory_used > wf_aligner->system.max_memory_resident) { - wavefront_slab_reap(wf_aligner->wavefront_slab,wf_slab_reap_all); - } - } +/* + * Wavefront Alignment Bidirectional + */ +void wavefront_align_bidirectional( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length) { + // DEBUG + wavefront_debug_prologue(wf_aligner,pattern,pattern_length,text,text_length); + // Bidirectional alignment + wavefront_bialign(wf_aligner,pattern,pattern_length,text,text_length); + // Finish + const uint64_t memory_used = wavefront_aligner_get_size(wf_aligner); + wf_aligner->align_status.memory_used = memory_used; // DEBUG - wavefront_debug_epilogue(wf_aligner, - wf_aligner->pattern,wf_aligner->pattern_length, - wf_aligner->text,wf_aligner->text_length, - wf_align_status->status,wf_memory_used); + wavefront_debug_epilogue(wf_aligner); + wavefront_debug_check_correct(wf_aligner); } /* - * Wavefront Alignment + * Wavefront Alignment Dispatcher */ int wavefront_align( wavefront_aligner_t* const wf_aligner, @@ -357,39 +157,41 @@ int wavefront_align( const int pattern_length, const char* const text, const int text_length) { - // Parameters - wavefront_align_status_t* const wf_align_status = &wf_aligner->align_status; - // Prepare alignment - wavefront_align_begin(wf_aligner,pattern,pattern_length,text,text_length); - // Wavefront align sequences - wavefront_align_sequences(wf_aligner); - // Check pause condition - if (wf_align_status->status == WF_STATUS_MAX_SCORE_REACHED) { - return WF_STATUS_MAX_SCORE_REACHED; // Alignment paused + // Checks + wavefront_align_checks(wf_aligner,pattern_length,text_length); + // Plot + if (wf_aligner->plot != NULL) { + wavefront_plot_resize(wf_aligner->plot,pattern_length,text_length); + } + // Dispatcher + if (wf_aligner->bialigner != NULL) { + wavefront_align_bidirectional(wf_aligner,pattern,pattern_length,text,text_length); + } else { + wavefront_align_unidirectional(wf_aligner,pattern,pattern_length,text,text_length); } - // Finish alignment - wavefront_align_end(wf_aligner); // Return - return wf_align_status->status; + return wf_aligner->align_status.status; } int wavefront_align_resume( wavefront_aligner_t* const wf_aligner) { // Parameters - wavefront_align_status_t* const wf_align_status = &wf_aligner->align_status; + wavefront_align_status_t* const align_status = &wf_aligner->align_status; // Check current alignment status - if (wf_align_status->status != WF_STATUS_MAX_SCORE_REACHED) { - fprintf(stderr,"[WFA] Alignment cannot be resumed (already finished)\n"); + if (align_status->status != WF_STATUS_MAX_SCORE_REACHED || + wf_aligner->bialigner != NULL) { + fprintf(stderr,"[WFA] Alignment cannot be resumed\n"); exit(1); } // Resume aligning sequences - wavefront_align_sequences(wf_aligner); - // Check pause condition - if (wf_align_status->status == WF_STATUS_MAX_SCORE_REACHED) { + wavefront_unialign(wf_aligner); + // Finish alignment + if (align_status->status == WF_STATUS_MAX_SCORE_REACHED) { return WF_STATUS_MAX_SCORE_REACHED; // Alignment paused } - // Finish alignment - wavefront_align_end(wf_aligner); + wavefront_align_unidirectional_cleanup(wf_aligner); + // DEBUG + wavefront_debug_epilogue(wf_aligner); + wavefront_debug_check_correct(wf_aligner); // Return - return wf_align_status->status; + return align_status->status; } - diff --git a/wavefront/wavefront_align.h b/wavefront/wavefront_align.h index ccdf8d4f..71f97230 100644 --- a/wavefront/wavefront_align.h +++ b/wavefront/wavefront_align.h @@ -29,11 +29,9 @@ * DESCRIPTION: WaveFront alignment module for sequence pairwise alignment */ -#ifndef WAVEFRONT_ALIGN_H_ -#define WAVEFRONT_ALIGN_H_ +#pragma once #include "wavefront_aligner.h" -#include "wavefront_display.h" // For convenience /* * Wavefront Alignment @@ -46,5 +44,3 @@ int wavefront_align( const int text_length); int wavefront_align_resume( wavefront_aligner_t* const wf_aligner); - -#endif /* WAVEFRONT_ALIGN_H_ */ diff --git a/wavefront/wavefront_aligner.c b/wavefront/wavefront_aligner.c index 07d5eb3b..dadb777a 100644 --- a/wavefront/wavefront_aligner.c +++ b/wavefront/wavefront_aligner.c @@ -29,6 +29,7 @@ * DESCRIPTION: WaveFront aligner data structure */ +#include "utils/commons.h" #include "wavefront_aligner.h" #include "wavefront_components.h" #include "wavefront_heuristic.h" @@ -39,7 +40,6 @@ */ #define PATTERN_LENGTH_INIT 1000 #define TEXT_LENGTH_INIT 1000 -#define SEQUENCES_PADDING 10 /* * Error messages @@ -48,55 +48,76 @@ char* wf_error_msg[] = { /* WF_STATUS_OOM == -3 */ "[WFA] Alignment failed. Maximum memory threshold reached", /* WF_STATUS_MAX_SCORE_REACHED == -2 */ "[WFA] Alignment failed. Maximum score reached", - /* WF_STATUS_HEURISTICALY_DROPPED == -1 */ "[WFA] Alignment dropped heuristically", - /* WF_STATUS_SUCCESSFUL == 0 */ "[WFA] Alignment successful", - /* WF_STATUS_IN_PROGRESS == 1 */ "[WFA] Alignment in progress", + /* WF_STATUS_UNFEASIBLE == -1 */ "[WFA] Alignment unfeasible (possible due to heuristic parameters)", + /* WF_STATUS_SUCCESSFUL == 0 */ "[WFA] Alignment finished successfully", }; -char* wavefront_align_strerror(const int wf_error_code) { - return wf_error_msg[wf_error_code+3]; -} -/* - * Alignment status - */ -void wavefront_align_status_clear( - wavefront_align_status_t* const wf_align_status) { - wf_align_status->status = WF_STATUS_IN_PROGRESS; - wf_align_status->score = 0; +char* wavefront_align_strerror(const int error_code) { + if (error_code > 0) { + fprintf(stderr,"[WFA] Internal alignment error code (%d)",error_code); + exit(1); + } + return wf_error_msg[error_code+3]; } /* * Setup */ -void wavefront_aligner_set_penalties( +wavefront_aligner_t* wavefront_aligner_init_mm( + mm_allocator_t* mm_allocator, + const bool memory_modular, + const bool bt_piggyback, + const bool bi_alignment) { + // MM + bool mm_allocator_own; + if (mm_allocator == NULL) { + mm_allocator = mm_allocator_new((bi_alignment) ? BUFFER_SIZE_4K : BUFFER_SIZE_4M); + mm_allocator_own = true; + } else { + mm_allocator_own = false; + } + // Handler + wavefront_aligner_t* const wf_aligner = + mm_allocator_alloc(mm_allocator,wavefront_aligner_t); + // Configure MM + wf_aligner->mm_allocator = mm_allocator; + wf_aligner->mm_allocator_own = mm_allocator_own; + // Slab + if (bi_alignment) { + wf_aligner->wavefront_slab = NULL; + } else { + const wf_slab_mode_t slab_mode = (memory_modular) ? wf_slab_reuse : wf_slab_tight; + wf_aligner->wavefront_slab = wavefront_slab_new(1000,bt_piggyback,slab_mode,wf_aligner->mm_allocator); + } + // Return + return wf_aligner; +} +void wavefront_aligner_init_penalties( wavefront_aligner_t* const wf_aligner, wavefront_aligner_attr_t* const attributes) { switch (attributes->distance_metric) { case indel: - wavefronts_penalties_set_indel(&wf_aligner->penalties); + wavefront_penalties_set_indel(&wf_aligner->penalties); break; case edit: - wavefronts_penalties_set_edit(&wf_aligner->penalties); + wavefront_penalties_set_edit(&wf_aligner->penalties); break; case gap_linear: - wavefronts_penalties_set_linear( + wavefront_penalties_set_linear( &wf_aligner->penalties, - &attributes->linear_penalties, - wavefronts_penalties_shifted_penalties); + &attributes->linear_penalties); break; case gap_affine: - wavefronts_penalties_set_affine( + wavefront_penalties_set_affine( &wf_aligner->penalties, - &attributes->affine_penalties, - wavefronts_penalties_shifted_penalties); + &attributes->affine_penalties); break; case gap_affine_2p: - wavefronts_penalties_set_affine2p( + wavefront_penalties_set_affine2p( &wf_aligner->penalties, - &attributes->affine2p_penalties, - wavefronts_penalties_shifted_penalties); + &attributes->affine2p_penalties); break; } } -void wavefront_aligner_set_heuristic( +void wavefront_aligner_init_heuristic( wavefront_aligner_t* const wf_aligner, wavefront_aligner_attr_t* const attributes) { // Parameters @@ -105,180 +126,145 @@ void wavefront_aligner_set_heuristic( if (wf_heuristic->strategy == wf_heuristic_none) { wavefront_heuristic_set_none(&wf_aligner->heuristic); } else { - if ((wf_heuristic->strategy & wf_heuristic_banded_static) != 0) { - wavefront_heuristic_set_banded_static(&wf_aligner->heuristic, - wf_heuristic->min_k,wf_heuristic->max_k); - } - if ((wf_heuristic->strategy & wf_heuristic_banded_adaptive) != 0) { - wavefront_heuristic_set_banded_adaptive(&wf_aligner->heuristic, - wf_heuristic->min_k,wf_heuristic->max_k,wf_heuristic->steps_between_cutoffs); - } - if ((wf_heuristic->strategy & wf_heuristic_wfadaptive) != 0) { + // Reset + wf_aligner->heuristic.strategy = 0; + // WF-Adaptive + if (wf_heuristic->strategy & wf_heuristic_wfadaptive) { wavefront_heuristic_set_wfadaptive( &wf_aligner->heuristic,wf_heuristic->min_wavefront_length, wf_heuristic->max_distance_threshold,wf_heuristic->steps_between_cutoffs); + } else if (wf_heuristic->strategy & wf_heuristic_wfmash) { + wavefront_heuristic_set_wfmash( + &wf_aligner->heuristic,wf_heuristic->min_wavefront_length, + wf_heuristic->max_distance_threshold,wf_heuristic->steps_between_cutoffs); } - if ((wf_heuristic->strategy & wf_heuristic_xdrop) != 0) { + // Drops + if (wf_heuristic->strategy & wf_heuristic_xdrop) { wavefront_heuristic_set_xdrop(&wf_aligner->heuristic, wf_heuristic->xdrop,wf_heuristic->steps_between_cutoffs); - } - if ((wf_heuristic->strategy & wf_heuristic_zdrop) != 0) { + } else if (wf_heuristic->strategy & wf_heuristic_zdrop) { wavefront_heuristic_set_zdrop(&wf_aligner->heuristic, wf_heuristic->zdrop,wf_heuristic->steps_between_cutoffs); } + // Banded + if (wf_heuristic->strategy & wf_heuristic_banded_static) { + wavefront_heuristic_set_banded_static(&wf_aligner->heuristic, + wf_heuristic->min_k,wf_heuristic->max_k); + } else if (wf_heuristic->strategy & wf_heuristic_banded_adaptive) { + wavefront_heuristic_set_banded_adaptive(&wf_aligner->heuristic, + wf_heuristic->min_k,wf_heuristic->max_k,wf_heuristic->steps_between_cutoffs); + } } } -void wavefront_aligner_set_system( +void wavefront_aligner_init_alignment( wavefront_aligner_t* const wf_aligner, - alignment_system_t* const system) { - // Copy all parameters - wf_aligner->system = *system; - // Reset effective limits - wf_aligner->system.max_memory_compact = BUFFER_SIZE_256M; - wf_aligner->system.max_memory_resident = BUFFER_SIZE_256M + BUFFER_SIZE_256M; - switch (wf_aligner->memory_mode) { - case wavefront_memory_med: - wf_aligner->system.max_partial_compacts = 4; - break; - case wavefront_memory_low: - wf_aligner->system.max_partial_compacts = 1; - break; - default: - break; - } - // Profile - timer_reset(&wf_aligner->system.timer); -} -wavefront_aligner_t* wavefront_aligner_new( - wavefront_aligner_attr_t* attributes) { - // Attributes - const int pattern_length = PATTERN_LENGTH_INIT; - const int text_length = TEXT_LENGTH_INIT; - if (attributes == NULL) attributes = &wavefront_aligner_attr_default; - const bool score_only = (attributes->alignment_scope == compute_score); - const bool memory_modular = (attributes->memory_mode > 0) || score_only; - const bool bt_piggyback = (attributes->memory_mode > 0) && !score_only; - // MM - mm_allocator_t* mm_allocator = attributes->mm_allocator; - bool mm_allocator_own = false; - if (mm_allocator == NULL) { - mm_allocator = mm_allocator_new(BUFFER_SIZE_4M); - mm_allocator_own = true; - } - // Handler - wavefront_aligner_t* const wf_aligner = mm_allocator_alloc(mm_allocator,wavefront_aligner_t); - wf_aligner->mm_allocator = mm_allocator; - wf_aligner->mm_allocator_own = mm_allocator_own; - wf_aligner->wavefront_slab = wavefront_slab_new(1000,bt_piggyback,mm_allocator); - // Configuration - wf_aligner->pattern_length = pattern_length; - wf_aligner->text_length = text_length; - wf_aligner->sequences = NULL; + wavefront_aligner_attr_t* const attributes, + const bool memory_modular, + const bool bt_piggyback, + const bool bi_alignment) { + // Mode + wf_aligner->align_mode = (bi_alignment) ? wf_align_biwfa : wf_align_regular; + wf_aligner->align_mode_tag = NULL; + // Score & form wf_aligner->alignment_scope = attributes->alignment_scope; wf_aligner->alignment_form = attributes->alignment_form; - wavefront_aligner_set_penalties(wf_aligner,attributes); + // Penalties + wavefront_aligner_init_penalties(wf_aligner,attributes); // Memory mode wf_aligner->memory_mode = attributes->memory_mode; - // Heuristic strategy - wavefront_aligner_set_heuristic(wf_aligner,attributes); + wavefront_aligner_init_heuristic(wf_aligner,attributes); // Custom matching functions wf_aligner->match_funct = attributes->match_funct; wf_aligner->match_funct_arguments = attributes->match_funct_arguments; - // Wavefront components - wavefront_components_allocate( - &wf_aligner->wf_components,pattern_length,text_length, - &wf_aligner->penalties,memory_modular,bt_piggyback,mm_allocator); - // CIGAR - cigar_allocate(&wf_aligner->cigar,2*(pattern_length+text_length),mm_allocator); - // Display - wf_aligner->plot_params = attributes->plot_params; - if (attributes->plot_params.plot_enabled) { - wavefront_plot_allocate(&wf_aligner->wf_plot, - wf_aligner->penalties.distance_metric, - pattern_length,text_length, - &wf_aligner->plot_params); - } - // System - wavefront_aligner_set_system(wf_aligner,&attributes->system); - // Return - return wf_aligner; } -void wavefront_aligner_resize( - wavefront_aligner_t* const wf_aligner, - const char* const pattern, - const int pattern_length, - const char* const text, - const int text_length) { - // Configure sequences and status - wf_aligner->pattern_length = pattern_length; - wf_aligner->text_length = text_length; - if (wf_aligner->match_funct == NULL) { - if (wf_aligner->sequences != NULL) strings_padded_delete(wf_aligner->sequences); - wf_aligner->sequences = strings_padded_new_rhomb( - pattern,pattern_length,text,text_length, - SEQUENCES_PADDING,wf_aligner->mm_allocator); - wf_aligner->pattern = wf_aligner->sequences->pattern_padded; - wf_aligner->text = wf_aligner->sequences->text_padded; +wavefront_aligner_t* wavefront_aligner_new( + wavefront_aligner_attr_t* attributes) { + // Parameters + if (attributes == NULL) attributes = &wavefront_aligner_attr_default; + const bool score_only = (attributes->alignment_scope == compute_score); + const bool memory_succint = + attributes->memory_mode == wavefront_memory_med || + attributes->memory_mode == wavefront_memory_low; + const bool memory_modular = score_only || memory_succint; + const bool bt_piggyback = !score_only && memory_succint; + const bool bi_alignment = (attributes->memory_mode == wavefront_memory_ultralow); + // Handler + wavefront_aligner_t* const wf_aligner = wavefront_aligner_init_mm( + attributes->mm_allocator,memory_modular,bt_piggyback,bi_alignment); + // Plot + if (attributes->plot.enabled) { + wf_aligner->plot = wavefront_plot_new(attributes->distance_metric, + PATTERN_LENGTH_INIT,TEXT_LENGTH_INIT,&attributes->plot); } else { - wf_aligner->sequences = NULL; - wf_aligner->pattern = NULL; - wf_aligner->text = NULL; + wf_aligner->plot = NULL; } - wavefront_align_status_clear(&wf_aligner->align_status); - // Heuristics clear - wavefront_heuristic_clear(&wf_aligner->heuristic); - // Wavefront components - wavefront_components_resize(&wf_aligner->wf_components, - pattern_length,text_length,&wf_aligner->penalties); - // CIGAR - cigar_resize(&wf_aligner->cigar,2*(pattern_length+text_length)); - // Slab - wavefront_slab_clear(wf_aligner->wavefront_slab); - // Display - if (wf_aligner->plot_params.plot_enabled) { - wavefront_plot_free(&wf_aligner->wf_plot); - wavefront_plot_allocate(&wf_aligner->wf_plot, - wf_aligner->penalties.distance_metric, - pattern_length,text_length, - &wf_aligner->plot_params); + // Alignment + wavefront_aligner_init_alignment(wf_aligner,attributes,memory_modular,bt_piggyback,bi_alignment); + if (bi_alignment) { + wf_aligner->bialigner = wavefront_bialigner_new(attributes,wf_aligner->plot); + } else { + wf_aligner->bialigner = NULL; + // Wavefront components + wavefront_components_allocate( + &wf_aligner->wf_components,PATTERN_LENGTH_INIT,TEXT_LENGTH_INIT, + &wf_aligner->penalties,memory_modular,bt_piggyback, + wf_aligner->mm_allocator); } + // Sequences + wf_aligner->sequences = NULL; + // CIGAR + const int cigar_length = (score_only) ? 10 : 2*(PATTERN_LENGTH_INIT+TEXT_LENGTH_INIT); + wf_aligner->cigar = cigar_new(cigar_length,wf_aligner->mm_allocator); // System - wavefront_aligner_set_system(wf_aligner,&wf_aligner->system); + wf_aligner->system = attributes->system; + // Return + return wf_aligner; } void wavefront_aligner_reap( wavefront_aligner_t* const wf_aligner) { // Padded sequences if (wf_aligner->sequences != NULL) { strings_padded_delete(wf_aligner->sequences); + wf_aligner->sequences = NULL; + } + // Select alignment mode + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_reap(wf_aligner->bialigner); + } else { + // Wavefront components + wavefront_components_reap(&wf_aligner->wf_components); + // Slab + wavefront_slab_reap(wf_aligner->wavefront_slab); } - // Wavefront components - wavefront_components_reap(&wf_aligner->wf_components); - // Slab - wavefront_slab_reap(wf_aligner->wavefront_slab,wf_slab_reap_all); } void wavefront_aligner_delete( wavefront_aligner_t* const wf_aligner) { // Parameters mm_allocator_t* const mm_allocator = wf_aligner->mm_allocator; + const bool mm_allocator_own = wf_aligner->mm_allocator_own; // Padded sequences if (wf_aligner->sequences != NULL) { strings_padded_delete(wf_aligner->sequences); } - // Wavefront components - wavefront_components_free(&wf_aligner->wf_components); + // Select alignment mode + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_delete(wf_aligner->bialigner); + } else { + // Wavefront components + wavefront_components_free(&wf_aligner->wf_components); + // Slab + wavefront_slab_delete(wf_aligner->wavefront_slab); + } // CIGAR - cigar_free(&wf_aligner->cigar); - // Slab - wavefront_slab_delete(wf_aligner->wavefront_slab); - // Display - if (wf_aligner->plot_params.plot_enabled) { - wavefront_plot_free(&wf_aligner->wf_plot); + cigar_free(wf_aligner->cigar); + // Plot + if (wf_aligner->plot != NULL && wf_aligner->align_mode <= 1) { + wavefront_plot_delete(wf_aligner->plot); } // MM - const bool mm_allocator_own = wf_aligner->mm_allocator_own; - mm_allocator_free(mm_allocator,wf_aligner); // Handler + mm_allocator_free(mm_allocator,wf_aligner); if (mm_allocator_own) { - mm_allocator_delete(mm_allocator); + mm_allocator_delete(wf_aligner->mm_allocator); } } /* @@ -306,38 +292,71 @@ void wavefront_aligner_set_alignment_free_ends( void wavefront_aligner_set_heuristic_none( wavefront_aligner_t* const wf_aligner) { wavefront_heuristic_set_none(&wf_aligner->heuristic); + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_heuristic(wf_aligner->bialigner,&wf_aligner->heuristic); + } } void wavefront_aligner_set_heuristic_banded_static( wavefront_aligner_t* const wf_aligner, const int band_min_k, const int band_max_k) { wavefront_heuristic_set_banded_static(&wf_aligner->heuristic,band_min_k,band_max_k); + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_heuristic(wf_aligner->bialigner,&wf_aligner->heuristic); + } } void wavefront_aligner_set_heuristic_banded_adaptive( wavefront_aligner_t* const wf_aligner, const int band_min_k, const int band_max_k, const int score_steps) { - wavefront_heuristic_set_banded_adaptive(&wf_aligner->heuristic,band_min_k,band_max_k,score_steps); + wavefront_heuristic_set_banded_adaptive( + &wf_aligner->heuristic,band_min_k,band_max_k,score_steps); + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_heuristic(wf_aligner->bialigner,&wf_aligner->heuristic); + } } void wavefront_aligner_set_heuristic_wfadaptive( wavefront_aligner_t* const wf_aligner, const int min_wavefront_length, const int max_distance_threshold, const int score_steps) { - wavefront_heuristic_set_wfadaptive(&wf_aligner->heuristic,min_wavefront_length,max_distance_threshold,score_steps); + wavefront_heuristic_set_wfadaptive( + &wf_aligner->heuristic, + min_wavefront_length,max_distance_threshold,score_steps); + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_heuristic(wf_aligner->bialigner,&wf_aligner->heuristic); + } +} +void wavefront_aligner_set_heuristic_wfmash( + wavefront_aligner_t* const wf_aligner, + const int min_wavefront_length, + const int max_distance_threshold, + const int score_steps) { + wavefront_heuristic_set_wfmash( + &wf_aligner->heuristic, + min_wavefront_length,max_distance_threshold,score_steps); + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_heuristic(wf_aligner->bialigner,&wf_aligner->heuristic); + } } void wavefront_aligner_set_heuristic_xdrop( wavefront_aligner_t* const wf_aligner, const int xdrop, const int score_steps) { wavefront_heuristic_set_xdrop(&wf_aligner->heuristic,xdrop,score_steps); + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_heuristic(wf_aligner->bialigner,&wf_aligner->heuristic); + } } void wavefront_aligner_set_heuristic_zdrop( wavefront_aligner_t* const wf_aligner, const int ydrop, const int score_steps) { wavefront_heuristic_set_zdrop(&wf_aligner->heuristic,ydrop,score_steps); + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_heuristic(wf_aligner->bialigner,&wf_aligner->heuristic); + } } /* * Match-funct configuration @@ -348,6 +367,10 @@ void wavefront_aligner_set_match_funct( void* const match_funct_arguments) { wf_aligner->match_funct = match_funct; wf_aligner->match_funct_arguments = match_funct_arguments; + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_match_funct( + wf_aligner->bialigner,match_funct,match_funct_arguments); + } } /* * System configuration @@ -355,16 +378,40 @@ void wavefront_aligner_set_match_funct( void wavefront_aligner_set_max_alignment_score( wavefront_aligner_t* const wf_aligner, const int max_alignment_score) { - wf_aligner->alignment_form.max_alignment_score = max_alignment_score; + wf_aligner->system.max_alignment_score = max_alignment_score; + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_max_alignment_score( + wf_aligner->bialigner,max_alignment_score); + } } void wavefront_aligner_set_max_memory( wavefront_aligner_t* const wf_aligner, - const uint64_t max_memory_compact, const uint64_t max_memory_resident, const uint64_t max_memory_abort) { - wf_aligner->system.max_memory_compact = max_memory_compact; wf_aligner->system.max_memory_resident = max_memory_resident; wf_aligner->system.max_memory_abort = max_memory_abort; + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_max_memory( + wf_aligner->bialigner,max_memory_resident,max_memory_abort); + } +} +void wavefront_aligner_set_max_num_threads( + wavefront_aligner_t* const wf_aligner, + const int max_num_threads) { + wf_aligner->system.max_num_threads = max_num_threads; + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_max_num_threads( + wf_aligner->bialigner,max_num_threads); + } +} +void wavefront_aligner_set_min_offsets_per_thread( + wavefront_aligner_t* const wf_aligner, + const int min_offsets_per_thread) { + wf_aligner->system.min_offsets_per_thread = min_offsets_per_thread; + if (wf_aligner->bialigner != NULL) { + wavefront_bialigner_set_min_offsets_per_thread( + wf_aligner->bialigner,min_offsets_per_thread); + } } /* * Utils @@ -373,51 +420,71 @@ uint64_t wavefront_aligner_get_size( wavefront_aligner_t* const wf_aligner) { // Parameters wavefront_components_t* const wf_components = &wf_aligner->wf_components; - // Compute size - const uint64_t bt_buffer_size = (wf_components->bt_buffer) ? - wf_backtrace_buffer_get_size_allocated(wf_components->bt_buffer) : 0; - const uint64_t slab_size = wavefront_slab_get_size(wf_aligner->wavefront_slab); - return bt_buffer_size + slab_size; + // Bialigner + uint64_t sub_aligners = 0; + if (wf_aligner->bialigner != NULL) { + return wavefront_bialigner_get_size(wf_aligner->bialigner); + } else { + // Compute aligner size + const uint64_t bt_buffer_size = (wf_components->bt_buffer) ? + wf_backtrace_buffer_get_size_allocated(wf_components->bt_buffer) : 0; + const uint64_t slab_size = wavefront_slab_get_size(wf_aligner->wavefront_slab); + // Return overall size + return sub_aligners + bt_buffer_size + slab_size; + } } /* * Display */ -void wavefront_aligner_print_status( +void wavefront_aligner_print_type( FILE* const stream, - wavefront_aligner_t* const wf_aligner, - const int score) { - // Parameters - wavefront_components_t* const wf_components = &wf_aligner->wf_components; - // Approximate progress - const int dist_total = MAX(wf_aligner->text_length,wf_aligner->pattern_length); - int s = (wf_components->memory_modular) ? score%wf_components->max_score_scope : score; - wavefront_t* wavefront = wf_components->mwavefronts[s]; - if (wavefront==NULL && s>0) { - s = (wf_components->memory_modular) ? (score-1)%wf_components->max_score_scope : (score-1); - wavefront = wf_components->mwavefronts[s]; - } - int dist_max = -1, wf_len = -1, k; - if (wavefront!=NULL) { - wf_offset_t* const offsets = wavefront->offsets; - for (k=wavefront->lo;k<=wavefront->hi;++k) { - const int dist = MAX(WAVEFRONT_V(k,offsets[k]),WAVEFRONT_H(k,offsets[k])); - dist_max = MAX(dist_max,dist); + wavefront_aligner_t* const wf_aligner) { + if (wf_aligner->align_mode_tag == NULL) { + switch (wf_aligner->align_mode) { + case wf_align_biwfa: + fprintf(stream,"BiWFA"); + break; + case wf_align_biwfa_breakpoint_forward: + fprintf(stream,"BiWFA::Forward"); + break; + case wf_align_biwfa_breakpoint_reverse: + fprintf(stream,"BiWFA::Reverse"); + break; + case wf_align_biwfa_subsidiary: + fprintf(stream,"BiWFA::SubWFA"); + break; + default: + fprintf(stream,"WFA"); + break; } - wf_len = wavefront->hi-wavefront->lo+1; + } else { + fprintf(stream,"%s",wf_aligner->align_mode_tag); + } +} +void wavefront_aligner_print_scope( + FILE* const stream, + wavefront_aligner_t* const wf_aligner) { + const char* const scope_label = + (wf_aligner->alignment_scope == compute_score) ? "score" : "alignment"; + if (wf_aligner->alignment_form.span == alignment_end2end) { + fprintf(stream,"(%s,end2end)",scope_label); + } else { + fprintf(stream,"(%s,endsfree,%d,%d,%d,%d)", + scope_label, + wf_aligner->alignment_form.pattern_begin_free, + wf_aligner->alignment_form.pattern_end_free, + wf_aligner->alignment_form.text_begin_free, + wf_aligner->alignment_form.text_end_free); + } +} +void wavefront_aligner_print_mode( + FILE* const stream, + wavefront_aligner_t* const wf_aligner) { + fprintf(stream,"(%s,",(wf_aligner->alignment_scope==compute_score)?"Score":"Alg"); + switch (wf_aligner->memory_mode) { + case wavefront_memory_high: fprintf(stream,"MHigh)"); break; + case wavefront_memory_med: fprintf(stream,"MMed)"); break; + case wavefront_memory_low: fprintf(stream,"MLow)"); break; + case wavefront_memory_ultralow: fprintf(stream,"BiWFA)"); break; } - // Memory used - const uint64_t slab_size = wavefront_slab_get_size(wf_aligner->wavefront_slab); - const uint64_t bt_buffer_used = (wf_components->bt_buffer) ? - wf_backtrace_buffer_get_size_used(wf_components->bt_buffer) : 0; - // Print one-line status - fprintf(stream, - "[WFA] SequenceLength=(%d,%d) Score %d (~ %2.3f%% aligned). " - "MemoryUsed(WF-Slab,BT-buffer)=(%lu MB,%lu MB). " - "Wavefronts ~ %2.3f Moffsets\n", - wf_aligner->pattern_length,wf_aligner->text_length, - score,(dist_max>=0) ? (100.0f*(float)dist_max/(float)dist_total) : -1.0f, - CONVERT_B_TO_MB(slab_size),CONVERT_B_TO_MB(bt_buffer_used), - (wf_len>=0) ? (float)wf_len/1000000.0f : -1.0f); } - - diff --git a/wavefront/wavefront_aligner.h b/wavefront/wavefront_aligner.h index f905801a..e5b32112 100644 --- a/wavefront/wavefront_aligner.h +++ b/wavefront/wavefront_aligner.h @@ -29,171 +29,11 @@ * DESCRIPTION: WaveFront aligner data structure */ -#ifndef WAVEFRONT_ALIGNER_H_ -#define WAVEFRONT_ALIGNER_H_ +#pragma once -#include "utils/commons.h" #include "utils/heatmap.h" -#include "utils/string_padded.h" #include "system/profiler_counter.h" #include "system/profiler_timer.h" -#include "system/mm_allocator.h" #include "system/mm_stack.h" #include "alignment/cigar.h" -#include "wavefront_slab.h" -#include "wavefront_penalties.h" -#include "wavefront_attributes.h" -#include "wavefront_components.h" -#include "wavefront_align.h" - -/* - * Error codes & messages - */ -#define WF_STATUS_SUCCESSFUL 0 -#define WF_STATUS_IN_PROGRESS 1 -#define WF_STATUS_HEURISTICALY_DROPPED -1 -#define WF_STATUS_MAX_SCORE_REACHED -2 -#define WF_STATUS_OOM -3 -extern char* wf_error_msg[5]; -char* wavefront_align_strerror(const int wf_error_code); - -/* - * Alignment status - */ -typedef struct _wavefront_aligner_t wavefront_aligner_t; -typedef struct { - // Status - int status; // Status code - int score; // Current WF-alignment score - // Wavefront alignment functions - void (*wf_align_compute)(wavefront_aligner_t* const,const int); // WF Compute function - bool (*wf_align_extend)(wavefront_aligner_t* const,const int); // WF Extend function -} wavefront_align_status_t; - -/* - * Wavefront Aligner - */ -typedef struct _wavefront_aligner_t { - // Status - wavefront_align_status_t align_status; // Current alignment status - // Sequences - strings_padded_t* sequences; // Padded sequences - char* pattern; // Pattern sequence (padded) - int pattern_length; // Pattern length - char* text; // Text sequence (padded) - int text_length; // Text length - // Alignment Attributes - alignment_scope_t alignment_scope; // Alignment scope (score only or full-CIGAR) - alignment_form_t alignment_form; // Alignment form (end-to-end/ends-free) - wavefronts_penalties_t penalties; // Alignment penalties - wavefront_heuristic_t heuristic; // Heuristic's parameters - wavefront_memory_t memory_mode; // Wavefront memory strategy (modular wavefronts and piggyback) - // Custom function to compare sequences - alignment_match_funct_t match_funct; // Custom matching function (match(v,h,args)) - void* match_funct_arguments; // Generic arguments passed to matching function (args) - // Wavefront components - wavefront_components_t wf_components; // Wavefront components - // CIGAR - cigar_t cigar; // Alignment CIGAR - // MM - bool mm_allocator_own; // Ownership of MM-Allocator - mm_allocator_t* mm_allocator; // MM-Allocator - wavefront_slab_t* wavefront_slab; // MM-Wavefront-Slab (Allocates/Reuses the individual wavefronts) - // Display - wavefront_plot_params_t plot_params; // Wavefront plot parameters - wavefront_plot_t wf_plot; // Wavefront plot - // System - alignment_system_t system; // System related parameters -} wavefront_aligner_t; - -/* - * Setup - */ -wavefront_aligner_t* wavefront_aligner_new( - wavefront_aligner_attr_t* attributes); -void wavefront_aligner_resize( - wavefront_aligner_t* const wf_aligner, - const char* const pattern, - const int pattern_length, - const char* const text, - const int text_length); -void wavefront_aligner_reap( - wavefront_aligner_t* const wf_aligner); -void wavefront_aligner_delete( - wavefront_aligner_t* const wf_aligner); - -/* - * Span configuration - */ -void wavefront_aligner_set_alignment_end_to_end( - wavefront_aligner_t* const wf_aligner); -void wavefront_aligner_set_alignment_free_ends( - wavefront_aligner_t* const wf_aligner, - const int pattern_begin_free, - const int pattern_end_free, - const int text_begin_free, - const int text_end_free); - -/* - * Heuristic configuration - */ -void wavefront_aligner_set_heuristic_none( - wavefront_aligner_t* const wf_aligner); -void wavefront_aligner_set_heuristic_banded_static( - wavefront_aligner_t* const wf_aligner, - const int band_min_k, - const int band_max_k); -void wavefront_aligner_set_heuristic_banded_adaptive( - wavefront_aligner_t* const wf_aligner, - const int band_min_k, - const int band_max_k, - const int score_steps); -void wavefront_aligner_set_heuristic_wfadaptive( - wavefront_aligner_t* const wf_aligner, - const int min_wavefront_length, - const int max_distance_threshold, - const int score_steps); -void wavefront_aligner_set_heuristic_xdrop( - wavefront_aligner_t* const wf_aligner, - const int xdrop, - const int score_steps); -void wavefront_aligner_set_heuristic_zdrop( - wavefront_aligner_t* const wf_aligner, - const int ydrop, - const int score_steps); - -/* - * Match-funct configuration - */ -void wavefront_aligner_set_match_funct( - wavefront_aligner_t* const wf_aligner, - int (*match_funct)(int,int,void*), - void* const match_funct_arguments); - -/* - * System configuration - */ -void wavefront_aligner_set_max_alignment_score( - wavefront_aligner_t* const wf_aligner, - const int max_alignment_score); -void wavefront_aligner_set_max_memory( - wavefront_aligner_t* const wf_aligner, - const uint64_t max_memory_compact, - const uint64_t max_memory_resident, - const uint64_t max_memory_abort); - -/* - * Utils - */ -uint64_t wavefront_aligner_get_size( - wavefront_aligner_t* const wf_aligner); - -/* - * Display - */ -void wavefront_aligner_print_status( - FILE* const stream, - wavefront_aligner_t* const wf_aligner, - const int current_score); - -#endif /* WAVEFRONT_ALIGNER_H_ */ +#include "wfa.h" diff --git a/wavefront/wavefront_attributes.c b/wavefront/wavefront_attributes.c index e31d0bb3..d6427a2f 100644 --- a/wavefront/wavefront_attributes.c +++ b/wavefront/wavefront_attributes.c @@ -29,6 +29,7 @@ * DESCRIPTION: WaveFront aligner data structure attributes */ +#include "utils/commons.h" #include "wavefront_attributes.h" /* @@ -44,7 +45,6 @@ wavefront_aligner_attr_t wavefront_aligner_attr_default = { .pattern_end_free = 0, .text_begin_free = 0, .text_end_free = 0, - .max_alignment_score = INT_MAX, // Unlimited }, // Custom matching functions .match_funct = NULL, // Use default match-compare function @@ -81,22 +81,22 @@ wavefront_aligner_attr_t wavefront_aligner_attr_default = { // MM .mm_allocator = NULL, // Use private MM // Display - .plot_params = { - .plot_enabled = false, + .plot = { + .enabled = false, .resolution_points = 2000, - .min_v = -1, - .max_v = -1, - .min_h = -1, - .max_h = -1, + .align_level = 0, }, // System .system = { - .check_alignment_correct = false, - .probe_interval_global = 2000, + .max_alignment_score = INT_MAX, // Unlimited + .probe_interval_global = 3000, .probe_interval_compact = 6000, .max_memory_compact = -1, // Automatically set based on memory-mode .max_memory_resident = -1, // Automatically set based on memory-mode .max_memory_abort = UINT64_MAX, // Unlimited .verbose = 0, // Quiet + .check_alignment_correct = false, + .max_num_threads = 1, // Single thread by default + .min_offsets_per_thread = 500 // Minimum WF-length to spawn a thread }, }; diff --git a/wavefront/wavefront_attributes.h b/wavefront/wavefront_attributes.h index 2c16bf9d..bac851af 100644 --- a/wavefront/wavefront_attributes.h +++ b/wavefront/wavefront_attributes.h @@ -32,7 +32,6 @@ #ifndef WAVEFRONT_ATTRIBUTES_H_ #define WAVEFRONT_ATTRIBUTES_H_ -#include "utils/commons.h" #include "alignment/cigar.h" #include "alignment/affine_penalties.h" #include "alignment/affine2p_penalties.h" @@ -49,8 +48,8 @@ * Alignment scope */ typedef enum { - compute_score, // Only distance/score - compute_alignment, // Full alignment CIGAR + compute_score, // Only distance/score + compute_alignment, // Full alignment CIGAR } alignment_scope_t; typedef enum { alignment_end2end, // End-to-end alignment (aka global) @@ -64,8 +63,6 @@ typedef struct { int pattern_end_free; // Allow free-gap at the end of the pattern int text_begin_free; // Allow free-gap at the beginning of the text int text_end_free; // Allow free-gap at the end of the text - // Limits - int max_alignment_score; // Maximum score allowed before quit } alignment_form_t; /* @@ -92,8 +89,8 @@ typedef int (*alignment_match_funct_t)(int,int,void*); * Alignment system configuration */ typedef struct { - // Debug - bool check_alignment_correct; // Verify that the alignment CIGAR output is correct + // Limits + int max_alignment_score; // Maximum score allowed before quit // Probing intervals int probe_interval_global; // Score-ticks interval to check any limits int probe_interval_compact; // Score-ticks interval to check BT-buffer compacting @@ -104,21 +101,28 @@ typedef struct { uint64_t max_memory_abort; // Maximum memory allowed to be used before aborting alignment // Verbose // 0 - Quiet - // 1 - Report WFA progress and heavy tasks - // 2 - Report each sequence aligned (brief) - // 3 - Report each sequence aligned (very verbose) + // 1 - Report each sequence aligned (brief) + // 2 - Report each sequence/subsequence aligned (brief) + // 3 - Report WFA progress (heavy tasks) (verbose) + // 4 - Full report of each sequence/subsequence aligned (very verbose) int verbose; // Verbose (regulates messages during alignment) + // Debug + bool check_alignment_correct; // Verify that the alignment CIGAR output is correct // Profile profiler_timer_t timer; // Time alignment + // OS + int max_num_threads; // Maximum number of threads to use to compute/extend WFs + int min_offsets_per_thread; // Minimum amount of offsets to spawn a thread } alignment_system_t; /* * Low-memory modes */ typedef enum { - wavefront_memory_high = 0, // High-memore mode (fastest, stores all WFs explicitly) - wavefront_memory_med = 1, // Succing-memory mode (medium, offloads half-full BT-blocks) - wavefront_memory_low = 2, // Succing-memory mode (slow, offloads only full BT-blocks) + wavefront_memory_high = 0, // High-memore mode (fastest, stores all WFs explicitly) + wavefront_memory_med = 1, // Succing-memory mode piggyback-based (medium, offloads half-full BT-blocks) + wavefront_memory_low = 2, // Succing-memory mode piggyback-based (slow, offloads only full BT-blocks) + wavefront_memory_ultralow = 3, // Bidirectional WFA } wavefront_memory_t; /* @@ -143,7 +147,7 @@ typedef struct { // External MM (instead of allocating one inside) mm_allocator_t* mm_allocator; // MM-Allocator // Display - wavefront_plot_params_t plot_params; // Wavefront plot + wavefront_plot_attr_t plot; // Plot wavefront // System alignment_system_t system; // System related parameters } wavefront_aligner_attr_t; diff --git a/wavefront/wavefront_backtrace.c b/wavefront/wavefront_backtrace.c index 1692faad..fbb39060 100644 --- a/wavefront/wavefront_backtrace.c +++ b/wavefront/wavefront_backtrace.c @@ -29,6 +29,7 @@ * DESCRIPTION: WaveFront-Alignment module for backtracing alignments */ +#include "utils/commons.h" #include "wavefront_backtrace.h" /* @@ -57,43 +58,10 @@ typedef enum { backtrace_I1_open = 1, } backtrace_type; -/* - * Backtrace Detect Limits - */ -void wavefronts_backtrace_valid_location( - wavefront_aligner_t* const wf_aligner, - const int k, - const wf_offset_t offset) { - // Locate offset (remember that backtrace is always +1 offset ahead) - const int v = WAVEFRONT_V(k,offset); - const int h = WAVEFRONT_H(k,offset); - const bool valid_location = - (v >= 0 && v <= wf_aligner->pattern_length && - h >= 0 && h <= wf_aligner->text_length); - if (!valid_location) { - fprintf(stderr,"[WFA::Backtrace] Invalid location\n"); exit(1); // TODO: Impossible situation - } -} -void wavefronts_backtrace_add_trailing_gap( - cigar_t* const cigar, - const int k, - const int alignment_k) { - // Parameters - char* const operations = cigar->operations; - int op_sentinel = cigar->begin_offset; - // Add trailing gap - int i; - if (k < alignment_k) { - for (i=k;i alignment_k) { - for (i=alignment_k;ibegin_offset = op_sentinel; -} /* * Backtrace Trace Patch Match/Mismsmatch */ -int64_t wavefronts_backtrace_misms( +int64_t wavefront_backtrace_misms( wavefront_aligner_t* const wf_aligner, const int score, const int k) { @@ -107,32 +75,34 @@ int64_t wavefronts_backtrace_misms( return WAVEFRONT_OFFSET_NULL; } } -void wavefronts_backtrace_matches( +void wavefront_backtrace_matches( wavefront_aligner_t* const wf_aligner, const int k, wf_offset_t offset, - const int num_matches, + int num_matches, cigar_t* const cigar) { + // Parameters + const uint64_t matches_lut = 0x4D4D4D4D4D4D4D4Dul; // Matches LUT = "MMMMMMMM" + char* operations = cigar->operations + cigar->begin_offset; + // Update offset first + cigar->begin_offset -= num_matches; + // Blocks of 8-matches + while (num_matches >= 8) { + operations -= 8; + *((uint64_t*)(operations+1)) = matches_lut; + num_matches -= 8; + } + // Remaining matches int i; for (i=0;ipattern[v-1] != wf_aligner->text[h-1]) { // Check match - fprintf(stderr,"[WFA::Backtrace] Checking a match-traceback error (mismatching bases)\n"); - exit(1); - } - --offset; // Update state -#endif - // Set Match - cigar->operations[(cigar->begin_offset)--] = 'M'; + *operations = 'M'; + --operations; } } /* * Backtrace Trace Patch Deletion */ -int64_t wavefronts_backtrace_del1_open( +int64_t wavefront_backtrace_del1_open( wavefront_aligner_t* const wf_aligner, const int score, const int k) { @@ -146,7 +116,7 @@ int64_t wavefronts_backtrace_del1_open( return WAVEFRONT_OFFSET_NULL; } } -int64_t wavefronts_backtrace_del2_open( +int64_t wavefront_backtrace_del2_open( wavefront_aligner_t* const wf_aligner, const int score, const int k) { @@ -160,7 +130,7 @@ int64_t wavefronts_backtrace_del2_open( return WAVEFRONT_OFFSET_NULL; } } -int64_t wavefronts_backtrace_del1_ext( +int64_t wavefront_backtrace_del1_ext( wavefront_aligner_t* const wf_aligner, const int score, const int k) { @@ -174,7 +144,7 @@ int64_t wavefronts_backtrace_del1_ext( return WAVEFRONT_OFFSET_NULL; } } -int64_t wavefronts_backtrace_del2_ext( +int64_t wavefront_backtrace_del2_ext( wavefront_aligner_t* const wf_aligner, const int score, const int k) { @@ -191,7 +161,7 @@ int64_t wavefronts_backtrace_del2_ext( /* * Backtrace Trace Patch Insertion */ -int64_t wavefronts_backtrace_ins1_open( +int64_t wavefront_backtrace_ins1_open( wavefront_aligner_t* const wf_aligner, const int score, const int k) { @@ -205,7 +175,7 @@ int64_t wavefronts_backtrace_ins1_open( return WAVEFRONT_OFFSET_NULL; } } -int64_t wavefronts_backtrace_ins2_open( +int64_t wavefront_backtrace_ins2_open( wavefront_aligner_t* const wf_aligner, const int score, const int k) { @@ -219,7 +189,7 @@ int64_t wavefronts_backtrace_ins2_open( return WAVEFRONT_OFFSET_NULL; } } -int64_t wavefronts_backtrace_ins1_ext( +int64_t wavefront_backtrace_ins1_ext( wavefront_aligner_t* const wf_aligner, const int score, const int k) { @@ -233,7 +203,7 @@ int64_t wavefronts_backtrace_ins1_ext( return WAVEFRONT_OFFSET_NULL; } } -int64_t wavefronts_backtrace_ins2_ext( +int64_t wavefront_backtrace_ins2_ext( wavefront_aligner_t* const wf_aligner, const int score, const int k) { @@ -248,7 +218,7 @@ int64_t wavefronts_backtrace_ins2_ext( } } /* - * Backtrace + * Backtrace wavefronts */ void wavefront_backtrace_linear( wavefront_aligner_t* const wf_aligner, @@ -258,20 +228,20 @@ void wavefront_backtrace_linear( // Parameters const int pattern_length = wf_aligner->pattern_length; const int text_length = wf_aligner->text_length; - const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; - const wavefronts_penalties_t* const wavefront_penalties = &(wf_aligner->penalties); - cigar_t* const cigar = &wf_aligner->cigar; - // Set starting location + const wavefront_penalties_t* const penalties = &wf_aligner->penalties; + const distance_metric_t distance_metric = penalties->distance_metric; + // Prepare cigar + cigar_t* const cigar = wf_aligner->cigar; + cigar->end_offset = cigar->max_operations - 1; + cigar->begin_offset = cigar->max_operations - 2; + cigar->operations[cigar->end_offset] = '\0'; + // Compute starting location int score = alignment_score; int k = alignment_k; - int h = WAVEFRONT_H(k,alignment_offset); - int v = WAVEFRONT_V(k,alignment_offset); + int h = WAVEFRONT_H(alignment_k,alignment_offset); + int v = WAVEFRONT_V(alignment_k,alignment_offset); wf_offset_t offset = alignment_offset; - // DEBUG wavefronts_backtrace_valid_location(wf_aligner,k,offset); // Account for ending insertions/deletions - cigar->end_offset = cigar->max_operations - 1; - cigar->begin_offset = cigar->max_operations - 2; - cigar->operations[cigar->end_offset] = '\0'; if (v < pattern_length) { int i = pattern_length - v; while (i > 0) {cigar->operations[(cigar->begin_offset)--] = 'D'; --i;}; @@ -283,19 +253,21 @@ void wavefront_backtrace_linear( // Trace the alignment back while (v > 0 && h > 0 && score > 0) { // Compute scores - const int mismatch = score - wavefront_penalties->mismatch; - const int gap_open1 = score - wavefront_penalties->gap_opening1; + const int mismatch = score - penalties->mismatch; + const int gap_open1 = score - penalties->gap_opening1; // Compute source offsets const int64_t misms = (distance_metric != indel) ? - wavefronts_backtrace_misms(wf_aligner,mismatch,k) : + wavefront_backtrace_misms(wf_aligner,mismatch,k) : WAVEFRONT_OFFSET_NULL; - const int64_t ins = wavefronts_backtrace_ins1_open(wf_aligner,gap_open1,k); - const int64_t del = wavefronts_backtrace_del1_open(wf_aligner,gap_open1,k); + const int64_t ins = wavefront_backtrace_ins1_open(wf_aligner,gap_open1,k); + const int64_t del = wavefront_backtrace_del1_open(wf_aligner,gap_open1,k); const int64_t max_all = MAX(misms,MAX(ins,del)); + // Check source score + if (max_all < 0) break; // No source // Traceback Matches const int max_offset = BACKTRACE_PIGGYBACK_GET_OFFSET(max_all); const int num_matches = offset - max_offset; - wavefronts_backtrace_matches(wf_aligner,k,offset,num_matches,cigar); + wavefront_backtrace_matches(wf_aligner,k,offset,num_matches,cigar); offset = max_offset; // Update coordinates v = WAVEFRONT_V(k,offset); @@ -329,10 +301,10 @@ void wavefront_backtrace_linear( h = WAVEFRONT_H(k,offset); } // Account for last operations - if (v > 0 && h > 0) { // score == 0 + if (v > 0 && h > 0) { // Account for beginning series of matches const int num_matches = MIN(v,h); - wavefronts_backtrace_matches(wf_aligner,k,offset,num_matches,cigar); + wavefront_backtrace_matches(wf_aligner,k,offset,num_matches,cigar); v -= num_matches; h -= num_matches; } @@ -345,62 +317,67 @@ void wavefront_backtrace_linear( } void wavefront_backtrace_affine( wavefront_aligner_t* const wf_aligner, + const affine2p_matrix_type component_begin, + const affine2p_matrix_type component_end, const int alignment_score, const int alignment_k, const wf_offset_t alignment_offset) { // Parameters const int pattern_length = wf_aligner->pattern_length; const int text_length = wf_aligner->text_length; - const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; - const wavefronts_penalties_t* const wavefront_penalties = &(wf_aligner->penalties); - cigar_t* const cigar = &wf_aligner->cigar; - // Set starting location - affine2p_matrix_type matrix_type = affine2p_matrix_M; + const wavefront_penalties_t* const penalties = &wf_aligner->penalties; + const distance_metric_t distance_metric = penalties->distance_metric; + // Prepare cigar + cigar_t* const cigar = wf_aligner->cigar; + cigar->end_offset = cigar->max_operations - 1; + cigar->begin_offset = cigar->max_operations - 2; + cigar->operations[cigar->end_offset] = '\0'; + // Compute starting location + affine2p_matrix_type matrix_type = component_end; int score = alignment_score; int k = alignment_k; - int h = WAVEFRONT_H(k,alignment_offset); - int v = WAVEFRONT_V(k,alignment_offset); + int h = WAVEFRONT_H(alignment_k,alignment_offset); + int v = WAVEFRONT_V(alignment_k,alignment_offset); wf_offset_t offset = alignment_offset; - // DEBUG wavefronts_backtrace_valid_location(wf_aligner,k,offset); // Account for ending insertions/deletions - cigar->end_offset = cigar->max_operations - 1; - cigar->begin_offset = cigar->max_operations - 2; - cigar->operations[cigar->end_offset] = '\0'; - if (v < pattern_length) { - int i = pattern_length - v; - while (i > 0) {cigar->operations[(cigar->begin_offset)--] = 'D'; --i;}; - } - if (h < text_length) { - int i = text_length - h; - while (i > 0) {cigar->operations[(cigar->begin_offset)--] = 'I'; --i;}; + if (component_end == affine2p_matrix_M) { // ends-free + if (v < pattern_length) { + int i = pattern_length - v; + while (i > 0) {cigar->operations[(cigar->begin_offset)--] = 'D'; --i;}; + } + if (h < text_length) { + int i = text_length - h; + while (i > 0) {cigar->operations[(cigar->begin_offset)--] = 'I'; --i;}; + } } // Trace the alignment back while (v > 0 && h > 0 && score > 0) { // Compute scores - const int mismatch = score - wavefront_penalties->mismatch; - const int gap_open1 = score - wavefront_penalties->gap_opening1 - wavefront_penalties->gap_extension1; - const int gap_open2 = score - wavefront_penalties->gap_opening2 - wavefront_penalties->gap_extension2; - const int gap_extend1 = score - wavefront_penalties->gap_extension1; - const int gap_extend2 = score - wavefront_penalties->gap_extension2; + const int mismatch = score - penalties->mismatch; + const int gap_open1 = score - penalties->gap_opening1 - penalties->gap_extension1; + const int gap_open2 = score - penalties->gap_opening2 - penalties->gap_extension2; + const int gap_extend1 = score - penalties->gap_extension1; + const int gap_extend2 = score - penalties->gap_extension2; // Compute source offsets int64_t max_all; switch (matrix_type) { case affine2p_matrix_M: { - const int64_t misms = wavefronts_backtrace_misms(wf_aligner,mismatch,k); - const int64_t ins1_open = wavefronts_backtrace_ins1_open(wf_aligner,gap_open1,k); - const int64_t ins1_ext = wavefronts_backtrace_ins1_ext(wf_aligner,gap_extend1,k); + const int64_t misms = wavefront_backtrace_misms(wf_aligner,mismatch,k); + const int64_t ins1_open = wavefront_backtrace_ins1_open(wf_aligner,gap_open1,k); + const int64_t ins1_ext = wavefront_backtrace_ins1_ext(wf_aligner,gap_extend1,k); const int64_t max_ins1 = MAX(ins1_open,ins1_ext); - const int64_t del1_open = wavefronts_backtrace_del1_open(wf_aligner,gap_open1,k); - const int64_t del1_ext = wavefronts_backtrace_del1_ext(wf_aligner,gap_extend1,k); + const int64_t del1_open = wavefront_backtrace_del1_open(wf_aligner,gap_open1,k); + const int64_t del1_ext = wavefront_backtrace_del1_ext(wf_aligner,gap_extend1,k); const int64_t max_del1 = MAX(del1_open,del1_ext); if (distance_metric == gap_affine) { - max_all = MAX(misms,MAX(max_ins1,max_del1)); break; + max_all = MAX(misms,MAX(max_ins1,max_del1)); + break; } - const int64_t ins2_open = wavefronts_backtrace_ins2_open(wf_aligner,gap_open2,k); - const int64_t ins2_ext = wavefronts_backtrace_ins2_ext(wf_aligner,gap_extend2,k); + const int64_t ins2_open = wavefront_backtrace_ins2_open(wf_aligner,gap_open2,k); + const int64_t ins2_ext = wavefront_backtrace_ins2_ext(wf_aligner,gap_extend2,k); const int64_t max_ins2 = MAX(ins2_open,ins2_ext); - const int64_t del2_open = wavefronts_backtrace_del2_open(wf_aligner,gap_open2,k); - const int64_t del2_ext = wavefronts_backtrace_del2_ext(wf_aligner,gap_extend2,k); + const int64_t del2_open = wavefront_backtrace_del2_open(wf_aligner,gap_open2,k); + const int64_t del2_ext = wavefront_backtrace_del2_ext(wf_aligner,gap_extend2,k); const int64_t max_del2 = MAX(del2_open,del2_ext); const int64_t max_ins = MAX(max_ins1,max_ins2); const int64_t max_del = MAX(max_del1,max_del2); @@ -408,26 +385,26 @@ void wavefront_backtrace_affine( break; } case affine2p_matrix_I1: { - const int64_t ins1_open = wavefronts_backtrace_ins1_open(wf_aligner,gap_open1,k); - const int64_t ins1_ext = wavefronts_backtrace_ins1_ext(wf_aligner,gap_extend1,k); + const int64_t ins1_open = wavefront_backtrace_ins1_open(wf_aligner,gap_open1,k); + const int64_t ins1_ext = wavefront_backtrace_ins1_ext(wf_aligner,gap_extend1,k); max_all = MAX(ins1_open,ins1_ext); break; } case affine2p_matrix_I2: { - const int64_t ins2_open = wavefronts_backtrace_ins2_open(wf_aligner,gap_open2,k); - const int64_t ins2_ext = wavefronts_backtrace_ins2_ext(wf_aligner,gap_extend2,k); + const int64_t ins2_open = wavefront_backtrace_ins2_open(wf_aligner,gap_open2,k); + const int64_t ins2_ext = wavefront_backtrace_ins2_ext(wf_aligner,gap_extend2,k); max_all = MAX(ins2_open,ins2_ext); break; } case affine2p_matrix_D1: { - const int64_t del1_open = wavefronts_backtrace_del1_open(wf_aligner,gap_open1,k); - const int64_t del1_ext = wavefronts_backtrace_del1_ext(wf_aligner,gap_extend1,k); + const int64_t del1_open = wavefront_backtrace_del1_open(wf_aligner,gap_open1,k); + const int64_t del1_ext = wavefront_backtrace_del1_ext(wf_aligner,gap_extend1,k); max_all = MAX(del1_open,del1_ext); break; } case affine2p_matrix_D2: { - const int64_t del2_open = wavefronts_backtrace_del2_open(wf_aligner,gap_open2,k); - const int64_t del2_ext = wavefronts_backtrace_del2_ext(wf_aligner,gap_extend2,k); + const int64_t del2_open = wavefront_backtrace_del2_open(wf_aligner,gap_open2,k); + const int64_t del2_ext = wavefront_backtrace_del2_ext(wf_aligner,gap_extend2,k); max_all = MAX(del2_open,del2_ext); break; } @@ -436,11 +413,13 @@ void wavefront_backtrace_affine( exit(1); break; } + // Check source score + if (max_all < 0) break; // No source // Traceback Matches if (matrix_type == affine2p_matrix_M) { const int max_offset = BACKTRACE_PIGGYBACK_GET_OFFSET(max_all); const int num_matches = offset - max_offset; - wavefronts_backtrace_matches(wf_aligner,k,offset,num_matches,cigar); + wavefront_backtrace_matches(wf_aligner,k,offset,num_matches,cigar); offset = max_offset; // Update coordinates v = WAVEFRONT_V(k,offset); @@ -520,16 +499,26 @@ void wavefront_backtrace_affine( h = WAVEFRONT_H(k,offset); } // Account for last operations - if (v > 0 && h > 0) { // score == 0 - // Account for beginning series of matches - const int num_matches = MIN(v,h); - wavefronts_backtrace_matches(wf_aligner,k,offset,num_matches,cigar); - v -= num_matches; - h -= num_matches; + if (matrix_type == affine2p_matrix_M) { + if (v > 0 && h > 0) { + // Account for beginning series of matches + const int num_matches = MIN(v,h); + wavefront_backtrace_matches(wf_aligner,k,offset,num_matches,cigar); + v -= num_matches; + h -= num_matches; + } + // Account for beginning insertions/deletions + while (v > 0) {cigar->operations[(cigar->begin_offset)--] = 'D'; --v;}; + while (h > 0) {cigar->operations[(cigar->begin_offset)--] = 'I'; --h;}; + } else { + // DEBUG + if (v != 0 || h != 0 || (score != 0 && penalties->match == 0)) { + fprintf(stderr,"[WFA::Backtrace] I?/D?-Beginning backtrace error\n"); + fprintf(stderr,">%.*s\n",pattern_length,wf_aligner->pattern); + fprintf(stderr,"<%.*s\n",text_length,wf_aligner->text); + exit(-1); + } } - // Account for beginning insertions/deletions - while (v > 0) {cigar->operations[(cigar->begin_offset)--] = 'D'; --v;}; - while (h > 0) {cigar->operations[(cigar->begin_offset)--] = 'I'; --h;}; // Set CIGAR ++(cigar->begin_offset); cigar->score = alignment_score; @@ -566,13 +555,13 @@ void wavefront_backtrace_pcigar( wf_aligner->text,wf_aligner->text_length, wf_aligner->match_funct, wf_aligner->match_funct_arguments, - begin_v,begin_h,end_v,end_h,&wf_aligner->cigar); + begin_v,begin_h,end_v,end_h,wf_aligner->cigar); } else { wf_backtrace_buffer_unpack_cigar_affine(bt_buffer, wf_aligner->pattern,wf_aligner->pattern_length, wf_aligner->text,wf_aligner->text_length, wf_aligner->match_funct, wf_aligner->match_funct_arguments, - begin_v,begin_h,end_v,end_h,&wf_aligner->cigar); + begin_v,begin_h,end_v,end_h,wf_aligner->cigar); } } diff --git a/wavefront/wavefront_backtrace.h b/wavefront/wavefront_backtrace.h index 4ca09473..139eced5 100644 --- a/wavefront/wavefront_backtrace.h +++ b/wavefront/wavefront_backtrace.h @@ -35,7 +35,7 @@ #include "wavefront_aligner.h" /* - * Backtrace + * Backtrace wavefronts */ void wavefront_backtrace_linear( wavefront_aligner_t* const wf_aligner, @@ -44,6 +44,8 @@ void wavefront_backtrace_linear( const wf_offset_t alignment_offset); void wavefront_backtrace_affine( wavefront_aligner_t* const wf_aligner, + const affine2p_matrix_type component_begin, + const affine2p_matrix_type component_end, const int alignment_score, const int alignment_k, const wf_offset_t alignment_offset); diff --git a/wavefront/wavefront_backtrace_buffer.c b/wavefront/wavefront_backtrace_buffer.c index 22f11c85..ab101279 100644 --- a/wavefront/wavefront_backtrace_buffer.c +++ b/wavefront/wavefront_backtrace_buffer.c @@ -29,6 +29,7 @@ * DESCRIPTION: WaveFront backtrace buffer to store bactrace-blocks */ +#include "utils/commons.h" #include "wavefront_backtrace_buffer.h" /* @@ -398,7 +399,7 @@ void wf_backtrace_buffer_mark_backtrace_batch( while (active_blocks < max_batch_size && next_idx < num_block_idxs) { // Check NULL const bt_block_idx_t block_idx = bt_block_idxs[next_idx]; - if (offsets[next_idx] >= 0 && + if (offsets[next_idx] >= 0 && block_idx >= num_compacted_blocks) { // NOTE block_idx != BT_BLOCK_IDX_NULL // Prefetch (bt-block and bt_block) BITMAP_PREFETCH_BLOCK(bitmap,block_idx); @@ -465,7 +466,7 @@ void wf_backtrace_buffer_mark_backtrace_batch( bt_block_idx_t wf_backtrace_buffer_compact_marked( wf_backtrace_buffer_t* const bt_buffer, bitmap_t* const bitmap, - const bool verbose) { + const int verbose) { // Parameters const int num_segments = vector_get_used(bt_buffer->segments); bt_block_t** const segments = vector_get_mem(bt_buffer->segments,bt_block_t*); @@ -517,7 +518,7 @@ bt_block_idx_t wf_backtrace_buffer_compact_marked( bt_buffer->block_next = write_block; bt_buffer->num_compactions++; // DEBUG - if (verbose) { + if (verbose >= 3) { fprintf(stderr,"[WFA::BacktraceBuffer] Compacted from %lu MB to %lu MB (%2.2f%%)", CONVERT_B_TO_MB(read_global_pos*sizeof(bt_block_t)), CONVERT_B_TO_MB(write_global_pos*sizeof(bt_block_t)), @@ -526,6 +527,3 @@ bt_block_idx_t wf_backtrace_buffer_compact_marked( // Return last index return write_global_pos - 1; } - - - diff --git a/wavefront/wavefront_backtrace_buffer.h b/wavefront/wavefront_backtrace_buffer.h index bdfaa454..392b8c8c 100644 --- a/wavefront/wavefront_backtrace_buffer.h +++ b/wavefront/wavefront_backtrace_buffer.h @@ -33,7 +33,6 @@ #define WAVEFRONT_BACKTRACE_BUFFER_H_ #include "alignment/cigar.h" -#include "utils/commons.h" #include "utils/vector.h" #include "utils/bitmap.h" #include "system/mm_allocator.h" @@ -162,7 +161,7 @@ void wf_backtrace_buffer_mark_backtrace_batch( bt_block_idx_t wf_backtrace_buffer_compact_marked( wf_backtrace_buffer_t* const bt_buffer, bitmap_t* const bitmap, - const bool verbose); + const int verbose); /* * Utils diff --git a/wavefront/wavefront_backtrace_offload.c b/wavefront/wavefront_backtrace_offload.c index 4109f927..f802bbb7 100644 --- a/wavefront/wavefront_backtrace_offload.c +++ b/wavefront/wavefront_backtrace_offload.c @@ -29,6 +29,8 @@ * DESCRIPTION: WaveFront alignment module for offloading partial backtraces */ +#include "utils/commons.h" +#include "wfa.h" #include "utils/string_padded.h" #include "wavefront_backtrace_offload.h" @@ -285,4 +287,3 @@ void wavefront_backtrace_offload_affine( wf_aligner,out_d2,out_d2_bt_pcigar,out_d2_bt_prev,lo,hi); } } - diff --git a/wavefront/wavefront_bialign.c b/wavefront/wavefront_bialign.c new file mode 100644 index 00000000..2ecd41b6 --- /dev/null +++ b/wavefront/wavefront_bialign.c @@ -0,0 +1,746 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + */ + +#include "utils/commons.h" +#include "wavefront_bialign.h" +#include "wavefront_unialign.h" +#include "wavefront_bialigner.h" + +#include "wavefront_compute.h" +#include "wavefront_compute_affine.h" +#include "wavefront_compute_affine2p.h" +#include "wavefront_compute_edit.h" +#include "wavefront_compute_linear.h" +#include "wavefront_extend.h" +#include "wavefront_plot.h" +#include "wavefront_debug.h" + +/* + * Config + */ +#define WF_BIALIGN_FALLBACK_MIN_SCORE 250 +#define WF_BIALIGN_FALLBACK_MIN_LENGTH 100 + +/* + * Debug + */ +void wavefront_bialign_debug( + wf_bialign_breakpoint_t* const breakpoint, + const int align_level) { + // Parameters + const int breakpoint_h = WAVEFRONT_H(breakpoint->k_forward,breakpoint->offset_forward); + const int breakpoint_v = WAVEFRONT_V(breakpoint->k_forward,breakpoint->offset_forward); + // Prinf debug info + fprintf(stderr,"[WFA::BiAlign][Recursion=%d] ",align_level); + int i; for (i=0;iscore); + switch (breakpoint->component) { + case affine2p_matrix_M: fprintf(stderr,"M"); break; + case affine2p_matrix_I1: fprintf(stderr,"I1"); break; + case affine2p_matrix_I2: fprintf(stderr,"I2"); break; + case affine2p_matrix_D1: fprintf(stderr,"D1"); break; + case affine2p_matrix_D2: fprintf(stderr,"D2"); break; + default: fprintf(stderr,"?"); break; + } + fprintf(stderr,")\n"); +} +/* + * Bidirectional check breakpoints + */ +void wavefront_bialign_breakpoint_indel2indel( + wavefront_aligner_t* const wf_aligner, + const bool breakpoint_forward, + const int score_0, + const int score_1, + wavefront_t* const dwf_0, + wavefront_t* const dwf_1, + const affine2p_matrix_type component, + wf_bialign_breakpoint_t* const breakpoint) { + // Parameters + const int text_length = wf_aligner->text_length; + const int pattern_length = wf_aligner->pattern_length; + const int gap_open = + (component==affine2p_matrix_I1 || component==affine2p_matrix_D1) ? + wf_aligner->penalties.gap_opening1 : wf_aligner->penalties.gap_opening2; + // Check wavefronts overlapping + const int lo_0 = dwf_0->lo; + const int hi_0 = dwf_0->hi; + const int lo_1 = WAVEFRONT_K_INVERSE(dwf_1->hi,pattern_length,text_length); + const int hi_1 = WAVEFRONT_K_INVERSE(dwf_1->lo,pattern_length,text_length); + if (hi_1 < lo_0 || hi_0 < lo_1) return; + // Compute overlapping interval + const int min_hi = MIN(hi_0,hi_1); + const int max_lo = MAX(lo_0,lo_1); + int k_0; + for (k_0=max_lo;k_0<=min_hi;k_0++) { + const int k_1 = WAVEFRONT_K_INVERSE(k_0,pattern_length,text_length); + // Fetch offsets + const wf_offset_t doffset_0 = dwf_0->offsets[k_0]; + const wf_offset_t doffset_1 = dwf_1->offsets[k_1]; + const int dh_0 = WAVEFRONT_H(k_0,doffset_0); + const int dh_1 = WAVEFRONT_H(k_1,doffset_1); + // Check breakpoint d2d + if (dh_0 + dh_1 >= text_length && score_0 + score_1 - gap_open < breakpoint->score) { + if (breakpoint_forward) { + breakpoint->score_forward = score_0; + breakpoint->score_reverse = score_1; + breakpoint->k_forward = k_0; + breakpoint->k_reverse = k_1; + breakpoint->offset_forward = dh_0; + breakpoint->offset_reverse = dh_1; + } else { + breakpoint->score_forward = score_1; + breakpoint->score_reverse = score_0; + breakpoint->k_forward = k_1; + breakpoint->k_reverse = k_0; + breakpoint->offset_forward = dh_1; + breakpoint->offset_reverse = dh_0; + } + breakpoint->score = score_0 + score_1 - gap_open; + breakpoint->component = component; + // wavefront_bialign_debug(breakpoint,-1); // DEBUG + // No need to keep searching + return; + } + } +} +void wavefront_bialign_breakpoint_m2m( + wavefront_aligner_t* const wf_aligner, + const bool breakpoint_forward, + const int score_0, + const int score_1, + wavefront_t* const mwf_0, + wavefront_t* const mwf_1, + wf_bialign_breakpoint_t* const breakpoint) { + // Parameters + const int text_length = wf_aligner->text_length; + const int pattern_length = wf_aligner->pattern_length; + // Check wavefronts overlapping + const int lo_0 = mwf_0->lo; + const int hi_0 = mwf_0->hi; + const int lo_1 = WAVEFRONT_K_INVERSE(mwf_1->hi,pattern_length,text_length); + const int hi_1 = WAVEFRONT_K_INVERSE(mwf_1->lo,pattern_length,text_length); + if (hi_1 < lo_0 || hi_0 < lo_1) return; + // Compute overlapping interval + const int min_hi = MIN(hi_0,hi_1); + const int max_lo = MAX(lo_0,lo_1); + int k_0; + for (k_0=max_lo;k_0<=min_hi;k_0++) { + const int k_1 = WAVEFRONT_K_INVERSE(k_0,pattern_length,text_length); + // Fetch offsets + const wf_offset_t moffset_0 = mwf_0->offsets[k_0]; + const wf_offset_t moffset_1 = mwf_1->offsets[k_1]; + const int mh_0 = WAVEFRONT_H(k_0,moffset_0); + const int mh_1 = WAVEFRONT_H(k_1,moffset_1); + // Check breakpoint m2m + if (mh_0 + mh_1 >= text_length && score_0 + score_1 < breakpoint->score) { + if (breakpoint_forward) { + breakpoint->score_forward = score_0; + breakpoint->score_reverse = score_1; + breakpoint->k_forward = k_0; + breakpoint->k_reverse = k_1; + breakpoint->offset_forward = moffset_0; + breakpoint->offset_reverse = moffset_1; + } else { + breakpoint->score_forward = score_1; + breakpoint->score_reverse = score_0; + breakpoint->k_forward = k_1; + breakpoint->k_reverse = k_0; + breakpoint->offset_forward = moffset_1; + breakpoint->offset_reverse = moffset_0; + } + breakpoint->score = score_0 + score_1; + breakpoint->component = affine2p_matrix_M; + // wavefront_bialign_debug(breakpoint,-1); // DEBUG + // No need to keep searching + return; + } + } +} +/* + * Bidirectional find overlaps + */ +void wavefront_bialign_overlap( + wavefront_aligner_t* const wf_aligner_0, + wavefront_aligner_t* const wf_aligner_1, + const int score_0, + const int score_1, + const bool breakpoint_forward, + wf_bialign_breakpoint_t* const breakpoint) { + // Parameters + const int max_score_scope = wf_aligner_0->wf_components.max_score_scope; + const distance_metric_t distance_metric = wf_aligner_0->penalties.distance_metric; + const int gap_opening1 = wf_aligner_0->penalties.gap_opening1; + const int gap_opening2 = wf_aligner_0->penalties.gap_opening2; + // Fetch wavefronts-0 + const int score_mod_0 = score_0 % max_score_scope; + wavefront_t* const mwf_0 = wf_aligner_0->wf_components.mwavefronts[score_mod_0]; + if (mwf_0 == NULL) return; + wavefront_t* d1wf_0 = NULL, *i1wf_0 = NULL; + if (distance_metric >= gap_affine) { + d1wf_0 = wf_aligner_0->wf_components.d1wavefronts[score_mod_0]; + i1wf_0 = wf_aligner_0->wf_components.i1wavefronts[score_mod_0]; + } + wavefront_t* d2wf_0 = NULL, *i2wf_0 = NULL; + if (distance_metric == gap_affine_2p) { + d2wf_0 = wf_aligner_0->wf_components.d2wavefronts[score_mod_0]; + i2wf_0 = wf_aligner_0->wf_components.i2wavefronts[score_mod_0]; + } + // Traverse all scores-1 + int i; + for (i=0;i= breakpoint->score) continue; + // Check breakpoint d2d + wavefront_t* const d2wf_1 = wf_aligner_1->wf_components.d2wavefronts[score_mod_i]; + if (d2wf_0 != NULL && d2wf_1 != NULL) { + wavefront_bialign_breakpoint_indel2indel( + wf_aligner_0,breakpoint_forward,score_0,score_i, + d2wf_0,d2wf_1,affine2p_matrix_D2,breakpoint); + } + // Check breakpoint i2i + wavefront_t* const i2wf_1 = wf_aligner_1->wf_components.i2wavefronts[score_mod_i]; + if (i2wf_0 != NULL && i2wf_1 != NULL) { + wavefront_bialign_breakpoint_indel2indel( + wf_aligner_0,breakpoint_forward,score_0,score_i, + i2wf_0,i2wf_1,affine2p_matrix_I2,breakpoint); + } + } + // Check I1/D1-breakpoints (gap_affine) + if (distance_metric >= gap_affine) { + if (score_0 + score_i - gap_opening1 >= breakpoint->score) continue; + // Check breakpoint d2d + wavefront_t* const d1wf_1 = wf_aligner_1->wf_components.d1wavefronts[score_mod_i]; + if (d1wf_0 != NULL && d1wf_1 != NULL) { + wavefront_bialign_breakpoint_indel2indel( + wf_aligner_0,breakpoint_forward,score_0,score_i, + d1wf_0,d1wf_1,affine2p_matrix_D1,breakpoint); + } + // Check breakpoint i2i + wavefront_t* const i1wf_1 = wf_aligner_1->wf_components.i1wavefronts[score_mod_i]; + if (i1wf_0 != NULL && i1wf_1 != NULL) { + wavefront_bialign_breakpoint_indel2indel( + wf_aligner_0,breakpoint_forward,score_0,score_i, + i1wf_0,i1wf_1,affine2p_matrix_I1,breakpoint); + } + } + // Check M-breakpoints (indel, edit, gap-linear) + if (score_0 + score_i >= breakpoint->score) continue; + wavefront_t* const mwf_1 = wf_aligner_1->wf_components.mwavefronts[score_mod_i]; + if (mwf_1 != NULL) { + wavefront_bialign_breakpoint_m2m( + wf_aligner_0,breakpoint_forward, + score_0,score_i,mwf_0,mwf_1,breakpoint); + } + } +} +/* + * Bidirectional breakpoint detection + */ +void wavefront_bialign_find_breakpoint_init( + wavefront_aligner_t* const alg_forward, + wavefront_aligner_t* const alg_reverse, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length, + const distance_metric_t distance_metric, + alignment_form_t* const form, + const affine2p_matrix_type component_begin, + const affine2p_matrix_type component_end) { + // Resize wavefront aligner + wavefront_unialign_resize(alg_forward,pattern,pattern_length,text,text_length,false); + wavefront_unialign_resize(alg_reverse,pattern,pattern_length,text,text_length,true); + // Configure form forward and reverse + alignment_span_t span_forward = + (form->pattern_begin_free > 0 || form->text_begin_free > 0) ? alignment_endsfree : alignment_end2end; + alignment_form_t form_forward = { + .span = span_forward, + .pattern_begin_free = form->pattern_begin_free, + .pattern_end_free = 0, + .text_begin_free = form->text_begin_free, + .text_end_free = 0, + }; + alignment_span_t span_reverse = + (form->pattern_end_free > 0 || form->text_end_free > 0) ? alignment_endsfree : alignment_end2end; + alignment_form_t form_reverse = { + .span = span_reverse, + .pattern_begin_free = form->pattern_end_free, + .pattern_end_free = 0, + .text_begin_free = form->text_end_free, + .text_end_free = 0, + }; + // Configure WF-compute function (global) + switch (distance_metric) { + case indel: + case edit: + alg_forward->align_status.wf_align_compute = &wavefront_compute_edit; + break; + case gap_linear: + alg_forward->align_status.wf_align_compute = &wavefront_compute_linear; + break; + case gap_affine: + alg_forward->align_status.wf_align_compute = &wavefront_compute_affine; + break; + case gap_affine_2p: + alg_forward->align_status.wf_align_compute = &wavefront_compute_affine2p; + break; + default: + fprintf(stderr,"[WFA] Distance function not implemented\n"); + exit(1); + break; + } + // Initialize wavefront (forward) + alg_forward->align_status.num_null_steps = 0; + alg_forward->alignment_form = form_forward; + alg_forward->component_begin = component_begin; + alg_forward->component_end = component_end; + wavefront_unialign_initialize_wavefronts(alg_forward,pattern_length,text_length); + // Initialize wavefront (reverse) + alg_reverse->align_status.num_null_steps = 0; + alg_reverse->alignment_form = form_reverse; + alg_reverse->component_begin = component_end; + alg_reverse->component_end = component_begin; + wavefront_unialign_initialize_wavefronts(alg_reverse,pattern_length,text_length); +} +int wavefront_bialign_overlap_gopen_adjust( + wavefront_aligner_t* const wf_aligner, + const distance_metric_t distance_metric) { + switch (distance_metric) { + case gap_affine: + return wf_aligner->penalties.gap_opening1; + case gap_affine_2p: + return MAX(wf_aligner->penalties.gap_opening1,wf_aligner->penalties.gap_opening2); + case indel: + case edit: + case gap_linear: + default: + return 0; + } +} +int wavefront_bialign_find_breakpoint( + wavefront_bialigner_t* const bialigner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length, + const distance_metric_t distance_metric, + alignment_form_t* const form, + const affine2p_matrix_type component_begin, + const affine2p_matrix_type component_end, + wf_bialign_breakpoint_t* const breakpoint, + const int align_level) { + // Parameters + wavefront_aligner_t* const alg_forward = bialigner->alg_forward; + wavefront_aligner_t* const alg_reverse = bialigner->alg_reverse; + // Init bialignment + wavefront_bialign_find_breakpoint_init( + alg_forward,alg_reverse, + pattern,pattern_length,text,text_length, + distance_metric,form,component_begin,component_end); + // DEBUG + alignment_system_t* const system = &alg_forward->system; + const int verbose = system->verbose; + if (verbose >= 2) { + wavefront_debug_prologue(alg_forward,pattern,pattern_length,text,text_length); + wavefront_debug_prologue(alg_reverse,pattern,pattern_length,text,text_length); + } + // Parameters + const int max_alignment_score = alg_forward->system.max_alignment_score; + const int max_antidiagonal = DPMATRIX_ANTIDIAGONAL(pattern_length,text_length) - 1; // Note: Even removing -1 + void (*wf_align_compute)(wavefront_aligner_t* const,const int) = alg_forward->align_status.wf_align_compute; + int score_forward = 0, score_reverse = 0, forward_max_ak = 0, reverse_max_ak = 0; + bool end_reached; + // Plot + const bool plot_enabled = (alg_forward->plot != NULL); + if (plot_enabled) { + wavefront_plot(alg_forward,0,align_level); + wavefront_plot(alg_reverse,0,align_level); + } + // Prepare and perform first bialignment step + breakpoint->score = INT_MAX; + end_reached = wavefront_extend_end2end_max(alg_forward,score_forward,&forward_max_ak); + if (end_reached) return alg_forward->align_status.status; + end_reached = wavefront_extend_end2end_max(alg_reverse,score_reverse,&reverse_max_ak); + if (end_reached) return alg_reverse->align_status.status; + // Compute wavefronts of increasing score until both wavefronts overlap + int max_ak = 0; + bool last_wf_forward; + while (true) { + // Check close-to-collision + if (forward_max_ak + reverse_max_ak >= max_antidiagonal) break; + /* + * Compute next wavefront (Forward) + */ + ++score_forward; + (*wf_align_compute)(alg_forward,score_forward); + if (plot_enabled) wavefront_plot(alg_forward,score_forward,align_level); // Plot + // Extend + end_reached = wavefront_extend_end2end_max(alg_forward,score_forward,&max_ak); + if (forward_max_ak < max_ak) forward_max_ak = max_ak; + last_wf_forward = true; + // Check end-reached and close-to-collision + if (end_reached) return alg_forward->align_status.status; + if (forward_max_ak + reverse_max_ak >= max_antidiagonal) break; + /* + * Compute next wavefront (Reverse) + */ + ++score_reverse; + (*wf_align_compute)(alg_reverse,score_reverse); + if (plot_enabled) wavefront_plot(alg_reverse,score_reverse,align_level); // Plot + // Extend + end_reached = wavefront_extend_end2end_max(alg_reverse,score_reverse,&max_ak); + if (reverse_max_ak < max_ak) reverse_max_ak = max_ak; + last_wf_forward = false; + // Check end-reached and max-score-reached + if (end_reached) return alg_reverse->align_status.status; + if (score_reverse + score_forward >= max_alignment_score) return WF_STATUS_MAX_SCORE_REACHED; + // DEBUG + if (verbose >= 3 && score_forward % system->probe_interval_global == 0) { + wavefront_unialign_print_status(stderr,alg_forward,score_forward); + } + } + // Advance until overlap is found + const int max_score_scope = alg_forward->wf_components.max_score_scope; + const int gap_opening = wavefront_bialign_overlap_gopen_adjust(alg_forward,distance_metric); + while (true) { + if (last_wf_forward) { + // Check overlapping wavefronts + const int min_score_reverse = (score_reverse > max_score_scope-1) ? score_reverse - (max_score_scope-1) : 0; + if (score_forward + min_score_reverse - gap_opening >= breakpoint->score) break; // Done! + wavefront_bialign_overlap(alg_forward,alg_reverse,score_forward,score_reverse,true,breakpoint); + /* + * Compute next wavefront (Reverse) + */ + ++score_reverse; + (*wf_align_compute)(alg_reverse,score_reverse); + if (plot_enabled) wavefront_plot(alg_reverse,score_reverse,align_level); // Plot + // Extend & check end-reached + end_reached = wavefront_extend_end2end(alg_reverse,score_reverse); + if (end_reached) return alg_reverse->align_status.status; + } + // Check overlapping wavefronts + const int min_score_forward = (score_forward > max_score_scope-1) ? score_forward - (max_score_scope-1) : 0; + if (min_score_forward + score_reverse - gap_opening >= breakpoint->score) break; // Done! + wavefront_bialign_overlap(alg_reverse,alg_forward,score_reverse,score_forward,false,breakpoint); + /* + * Compute next wavefront (Forward) + */ + ++score_forward; + (*wf_align_compute)(alg_forward,score_forward); + if (plot_enabled) wavefront_plot(alg_forward,score_forward,align_level); // Plot + // Extend & check end-reached/max-score-reached + end_reached = wavefront_extend_end2end(alg_forward,score_forward); + if (end_reached) return alg_forward->align_status.status; + if (score_reverse + score_forward >= max_alignment_score) return WF_STATUS_MAX_SCORE_REACHED; + // Enable always + last_wf_forward = true; + } + // Return OK + return WF_STATUS_SUCCESSFUL; +} +/* + * Bidirectional Alignment (base cases) + */ +void wavefront_bialign_base( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length, + alignment_form_t* const form, + const affine2p_matrix_type component_begin, + const affine2p_matrix_type component_end, + const int align_level) { + // Parameters + wavefront_aligner_t* const alg_subsidiary = wf_aligner->bialigner->alg_subsidiary; + const int verbose = wf_aligner->system.verbose; + // Configure + alg_subsidiary->alignment_form = *form; + wavefront_unialign_init( + alg_subsidiary,pattern,pattern_length, + text,text_length,component_begin,component_end); + // DEBUG + if (verbose >= 2) { + wavefront_debug_prologue(alg_subsidiary,pattern,pattern_length,text,text_length); + } + // Wavefront align sequences + wavefront_unialign(alg_subsidiary); + wf_aligner->align_status.status = alg_subsidiary->align_status.status; + // DEBUG + if (verbose >= 2) { + wavefront_debug_epilogue(alg_subsidiary); + wavefront_debug_check_correct(wf_aligner); + } + // Append CIGAR + cigar_append(wf_aligner->cigar,alg_subsidiary->cigar); + if (align_level == 0) wf_aligner->cigar->score = alg_subsidiary->cigar->score; +} +void wavefront_bialign_exception( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length, + alignment_form_t* const form, + const affine2p_matrix_type component_begin, + const affine2p_matrix_type component_end, + const int align_level, + const int align_status) { + // Check max-score reached or unfeasible alignment + if (align_status == WF_STATUS_MAX_SCORE_REACHED || + align_status == WF_STATUS_UNFEASIBLE) { + wf_aligner->align_status.status = align_status; + return; + } + // Check end reached + if (align_status == WF_STATUS_END_REACHED) { + wavefront_aligner_t* const alg_forward = wf_aligner->bialigner->alg_forward; + wavefront_aligner_t* const alg_reverse = wf_aligner->bialigner->alg_reverse; + // Retrieve score when end was reached + int score_reached; + if (alg_forward->align_status.status == WF_STATUS_END_REACHED) { + score_reached = alg_forward->align_status.score; + } else { + score_reached = alg_reverse->align_status.score; + } + // Fallback if possible + if (score_reached <= WF_BIALIGN_FALLBACK_MIN_SCORE) { + wavefront_bialign_base( + wf_aligner,pattern,pattern_length,text,text_length, + form,component_begin,component_end,align_level); + } else { + wf_aligner->align_status.status = WF_STATUS_UNFEASIBLE; + } + return; + } + // Otherwise + fprintf(stderr,"[WFA::BiAlign] Unknown condition\n"); + exit(1); +} +/* + * Bidirectional Alignment + */ +void wavefront_bialign_init_half_0( + alignment_form_t* const global_form, + alignment_form_t* const half_form) { + // Align half_0 + const alignment_span_t span_0 = + (global_form->pattern_begin_free > 0 || + global_form->text_begin_free > 0) ? + alignment_endsfree : alignment_end2end; + half_form->span = span_0; + half_form->pattern_begin_free = global_form->pattern_begin_free; + half_form->pattern_end_free = 0; + half_form->text_begin_free = global_form->text_begin_free; + half_form->text_end_free = 0; +} +void wavefront_bialign_init_half_1( + alignment_form_t* const global_form, + alignment_form_t* const half_form) { + // Align half_0 + const alignment_span_t span_1 = + (global_form->pattern_begin_free > 0 || + global_form->text_begin_free > 0) ? + alignment_endsfree : alignment_end2end; + half_form->span = span_1; + half_form->pattern_begin_free = 0; + half_form->pattern_end_free = global_form->pattern_end_free; + half_form->text_begin_free = 0; + half_form->text_end_free = global_form->text_end_free; +} +void wavefront_bialign_alignment( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_begin, + const int pattern_end, + const char* const text, + const int text_begin, + const int text_end, + alignment_form_t* const form, + const affine2p_matrix_type component_begin, + const affine2p_matrix_type component_end, + const int score_remaining, + const int align_level) { + // Parameters + const int pattern_length = pattern_end - pattern_begin; + const int text_length = text_end - text_begin; + // Trivial cases + if (text_length == 0) { + cigar_append_deletion(wf_aligner->cigar,pattern_length); + return; + } else if (pattern_length == 0) { + cigar_append_insertion(wf_aligner->cigar,text_length); + return; + } + // Fall back to regular WFA + if (score_remaining <= WF_BIALIGN_FALLBACK_MIN_SCORE) { + wavefront_bialign_base(wf_aligner, + pattern+pattern_begin,pattern_length, + text+text_begin,text_length, + form,component_begin,component_end,align_level); + return; + } + // Find breakpoint in the alignment + wf_bialign_breakpoint_t breakpoint; + const int align_status = wavefront_bialign_find_breakpoint( + wf_aligner->bialigner, + pattern+pattern_begin,pattern_length, + text+text_begin,text_length, + wf_aligner->penalties.distance_metric, + form,component_begin,component_end, + &breakpoint,align_level); + // DEBUG + if (wf_aligner->system.verbose >= 2) { + wavefront_debug_epilogue(wf_aligner->bialigner->alg_forward); + wavefront_debug_epilogue(wf_aligner->bialigner->alg_reverse); + } + // Check status + if (align_status != WF_STATUS_SUCCESSFUL) { + wavefront_bialign_exception(wf_aligner, + pattern+pattern_begin,pattern_length, + text+text_begin,text_length, + form,component_begin,component_end,align_level,align_status); + return; + } + // Breakpoint found + const int breakpoint_h = WAVEFRONT_H(breakpoint.k_forward,breakpoint.offset_forward); + const int breakpoint_v = WAVEFRONT_V(breakpoint.k_forward,breakpoint.offset_forward); + // DEBUG + if (wf_aligner->system.verbose >= 3) wavefront_bialign_debug(&breakpoint,align_level); + // Parameters + wavefront_plot_t* const plot = wf_aligner->plot; + // Align half_0 + alignment_form_t form_0; + if (plot) { + plot->offset_v = pattern_begin; + plot->offset_h = text_begin; + } + wavefront_bialign_init_half_0(form,&form_0); + wavefront_bialign_alignment(wf_aligner, + pattern,pattern_begin,pattern_begin+breakpoint_v, + text,text_begin,text_begin+breakpoint_h, + &form_0,component_begin,breakpoint.component, + breakpoint.score_forward,align_level+1); + if (wf_aligner->align_status.status != WF_STATUS_SUCCESSFUL) return; + // Align half_1 + alignment_form_t form_1; + if (plot) { + plot->offset_v = pattern_begin + breakpoint_v; + plot->offset_h = text_begin + breakpoint_h; + } + wavefront_bialign_init_half_1(form,&form_1); + wavefront_bialign_alignment(wf_aligner, + pattern,pattern_begin+breakpoint_v,pattern_end, + text,text_begin+breakpoint_h,text_end, + &form_1,breakpoint.component,component_end, + breakpoint.score_reverse,align_level+1); + if (wf_aligner->align_status.status != WF_STATUS_SUCCESSFUL) return; + // Set score + wf_aligner->cigar->score = wavefront_compute_classic_score( + wf_aligner,pattern_length,text_length,breakpoint.score); +} +/* + * Bidirectional Score-only + */ +void wavefront_bialign_compute_score( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length) { + // Find breakpoint in the alignment + wf_bialign_breakpoint_t breakpoint; + const int align_status = wavefront_bialign_find_breakpoint( + wf_aligner->bialigner,pattern,pattern_length,text,text_length, + wf_aligner->penalties.distance_metric,&wf_aligner->alignment_form, + affine_matrix_M,affine_matrix_M,&breakpoint,0); + // DEBUG + if (wf_aligner->system.verbose >= 2) { + wavefront_debug_epilogue(wf_aligner->bialigner->alg_forward); + wavefront_debug_epilogue(wf_aligner->bialigner->alg_reverse); + } + // Check status + if (align_status == WF_STATUS_MAX_SCORE_REACHED || align_status == WF_STATUS_UNFEASIBLE) { + wf_aligner->align_status.status = align_status; + return; + } + if (align_status == WF_STATUS_END_REACHED) { + wavefront_aligner_t* const alg_forward = wf_aligner->bialigner->alg_forward; + wavefront_aligner_t* const alg_reverse = wf_aligner->bialigner->alg_reverse; + if (alg_forward->align_status.status == WF_STATUS_END_REACHED) { + breakpoint.score = alg_forward->align_status.score; + } else { + breakpoint.score = alg_reverse->align_status.score; + } + } + // Report score + cigar_clear(wf_aligner->cigar); + wf_aligner->cigar->score = wavefront_compute_classic_score( + wf_aligner,pattern_length,text_length,breakpoint.score); + wf_aligner->align_status.status = WF_STATUS_SUCCESSFUL; +} +/* + * Bidirectional dispatcher + */ +void wavefront_bialign( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length) { + // Init + wf_aligner->align_status.status = WF_STATUS_SUCCESSFUL; // Init OK + // Just for outputting info at plot + wf_aligner->pattern = (char*)pattern; + wf_aligner->pattern_length = pattern_length; + wf_aligner->text = (char*)text; + wf_aligner->text_length = text_length; + // Select scope + if (wf_aligner->alignment_scope == compute_score) { + wavefront_bialign_compute_score(wf_aligner,pattern,pattern_length,text,text_length); + } else { + cigar_resize(wf_aligner->cigar,2*(pattern_length+text_length)); + // Bidirectional alignment + const bool min_length = MAX(pattern_length,text_length) <= WF_BIALIGN_FALLBACK_MIN_LENGTH; + wavefront_bialign_alignment(wf_aligner, + pattern,0,pattern_length, + text,0,text_length, + &wf_aligner->alignment_form, + affine_matrix_M,affine_matrix_M, + min_length ? 0 : INT_MAX,0); + } +} diff --git a/wavefront/wavefront_bialign.h b/wavefront/wavefront_bialign.h new file mode 100644 index 00000000..f13eec6a --- /dev/null +++ b/wavefront/wavefront_bialign.h @@ -0,0 +1,46 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + */ + +#ifndef WAVEFRONT_BIALIGN_H_ +#define WAVEFRONT_BIALIGN_H_ + +#include "wavefront_aligner.h" + +/* + * Bidirectional WFA + */ +void wavefront_bialign( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length); + +#endif /* WAVEFRONT_BIALIGN_H_ */ diff --git a/wavefront/wavefront_bialigner.c b/wavefront/wavefront_bialigner.c new file mode 100644 index 00000000..260379ee --- /dev/null +++ b/wavefront/wavefront_bialigner.c @@ -0,0 +1,146 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + */ + +#include "utils/commons.h" +#include "wavefront_bialigner.h" +#include "wavefront_aligner.h" +#include "wavefront_attributes.h" +#include "wavefront_heuristic.h" + +/* + * Setup + */ +wavefront_bialigner_t* wavefront_bialigner_new( + wavefront_aligner_attr_t* const attributes, + wavefront_plot_t* const plot) { + // Allocate + wavefront_bialigner_t* const wf_bialigner = malloc(sizeof(wavefront_bialigner_t)); + // Configure subsidiary aligners + wavefront_aligner_attr_t subsidiary_attr = wavefront_aligner_attr_default; + // Inherit attributes from master aligner + subsidiary_attr.distance_metric = attributes->distance_metric; + subsidiary_attr.linear_penalties = attributes->linear_penalties; + subsidiary_attr.affine_penalties = attributes->affine_penalties; + subsidiary_attr.affine2p_penalties = attributes->affine2p_penalties; + subsidiary_attr.match_funct = attributes->match_funct; + subsidiary_attr.match_funct_arguments = attributes->match_funct_arguments; + // Set specifics for subsidiary aligners + subsidiary_attr.heuristic = attributes->heuristic; // Inherit same heuristic + subsidiary_attr.memory_mode = wavefront_memory_high; // Classic WFA + subsidiary_attr.alignment_scope = compute_score; + // Set other parameter for subsidiary aligners + subsidiary_attr.system = attributes->system; + // Allocate forward/reverse aligners + wf_bialigner->alg_forward = wavefront_aligner_new(&subsidiary_attr); + wf_bialigner->alg_forward->align_mode = wf_align_biwfa_breakpoint_forward; + wf_bialigner->alg_forward->plot = plot; + wf_bialigner->alg_reverse = wavefront_aligner_new(&subsidiary_attr); + wf_bialigner->alg_reverse->align_mode = wf_align_biwfa_breakpoint_reverse; + wf_bialigner->alg_reverse->plot = plot; + // Allocate subsidiary aligner + subsidiary_attr.alignment_scope = compute_alignment; + wf_bialigner->alg_subsidiary = wavefront_aligner_new(&subsidiary_attr); + wf_bialigner->alg_subsidiary->align_mode = wf_align_biwfa_subsidiary; + wf_bialigner->alg_subsidiary->plot = plot; + // Return + return wf_bialigner; +} +void wavefront_bialigner_reap( + wavefront_bialigner_t* const wf_bialigner) { + wavefront_aligner_reap(wf_bialigner->alg_forward); + wavefront_aligner_reap(wf_bialigner->alg_reverse); + wavefront_aligner_reap(wf_bialigner->alg_subsidiary); +} +void wavefront_bialigner_delete( + wavefront_bialigner_t* const wf_bialigner) { + wavefront_aligner_delete(wf_bialigner->alg_forward); + wavefront_aligner_delete(wf_bialigner->alg_reverse); + wavefront_aligner_delete(wf_bialigner->alg_subsidiary); + free(wf_bialigner); +} +/* + * Accessors + */ +uint64_t wavefront_bialigner_get_size( + wavefront_bialigner_t* const wf_bialigner) { + return wavefront_aligner_get_size(wf_bialigner->alg_forward) + + wavefront_aligner_get_size(wf_bialigner->alg_reverse) + + wavefront_aligner_get_size(wf_bialigner->alg_subsidiary); +} +void wavefront_bialigner_set_heuristic( + wavefront_bialigner_t* const wf_bialigner, + wavefront_heuristic_t* const heuristic) { + wf_bialigner->alg_forward->heuristic = *heuristic; + wf_bialigner->alg_reverse->heuristic = *heuristic; + wf_bialigner->alg_subsidiary->heuristic = *heuristic; +} +void wavefront_bialigner_set_match_funct( + wavefront_bialigner_t* const wf_bialigner, + int (*match_funct)(int,int,void*), + void* const match_funct_arguments) { + wf_bialigner->alg_forward->match_funct = match_funct; + wf_bialigner->alg_forward->match_funct_arguments = match_funct_arguments; + wf_bialigner->alg_reverse->match_funct = match_funct; + wf_bialigner->alg_reverse->match_funct_arguments = match_funct_arguments; + wf_bialigner->alg_subsidiary->match_funct = match_funct; + wf_bialigner->alg_subsidiary->match_funct_arguments = match_funct_arguments; +} +void wavefront_bialigner_set_max_alignment_score( + wavefront_bialigner_t* const wf_bialigner, + const int max_alignment_score) { + wf_bialigner->alg_forward->system.max_alignment_score = max_alignment_score; + wf_bialigner->alg_reverse->system.max_alignment_score = max_alignment_score; + wf_bialigner->alg_subsidiary->system.max_alignment_score = max_alignment_score; +} +void wavefront_bialigner_set_max_memory( + wavefront_bialigner_t* const wf_bialigner, + const uint64_t max_memory_resident, + const uint64_t max_memory_abort) { + wf_bialigner->alg_forward->system.max_memory_resident = max_memory_resident; + wf_bialigner->alg_forward->system.max_memory_abort = max_memory_abort; + wf_bialigner->alg_reverse->system.max_memory_resident = max_memory_resident; + wf_bialigner->alg_reverse->system.max_memory_abort = max_memory_abort; + wf_bialigner->alg_subsidiary->system.max_memory_resident = max_memory_resident; + wf_bialigner->alg_subsidiary->system.max_memory_abort = max_memory_abort; +} +void wavefront_bialigner_set_max_num_threads( + wavefront_bialigner_t* const wf_bialigner, + const int max_num_threads) { + wf_bialigner->alg_forward->system.max_num_threads = max_num_threads; + wf_bialigner->alg_reverse->system.max_num_threads = max_num_threads; + wf_bialigner->alg_subsidiary->system.max_num_threads = max_num_threads; +} +void wavefront_bialigner_set_min_offsets_per_thread( + wavefront_bialigner_t* const wf_bialigner, + const int min_offsets_per_thread) { + wf_bialigner->alg_forward->system.min_offsets_per_thread = min_offsets_per_thread; + wf_bialigner->alg_reverse->system.min_offsets_per_thread = min_offsets_per_thread; + wf_bialigner->alg_subsidiary->system.min_offsets_per_thread = min_offsets_per_thread; +} diff --git a/wavefront/wavefront_bialigner.h b/wavefront/wavefront_bialigner.h new file mode 100644 index 00000000..e5781b22 --- /dev/null +++ b/wavefront/wavefront_bialigner.h @@ -0,0 +1,97 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + */ + +#ifndef WAVEFRONT_BIALIGNER_H_ +#define WAVEFRONT_BIALIGNER_H_ + +#include "wavefront_penalties.h" +#include "wavefront_attributes.h" +#include "wavefront_heuristic.h" +#include "wavefront_offset.h" + +// Wavefront ahead definition +typedef struct _wavefront_aligner_t wavefront_aligner_t; + +typedef struct { + // Scores + int score; // Score total + int score_forward; // Score (forward) + int score_reverse; // Score (reverse) + // Location + int k_forward; // Breakpoint diagonal (forward) + int k_reverse; // Breakpoint diagonal (reverse) + wf_offset_t offset_forward; // Offset (forward) + wf_offset_t offset_reverse; // Offset (reverse) + affine2p_matrix_type component; // Component (M/I/D) +} wf_bialign_breakpoint_t; + +typedef struct { + wavefront_aligner_t* alg_forward; // Forward aligner + wavefront_aligner_t* alg_reverse; // Reverse aligner + wavefront_aligner_t* alg_subsidiary; // Subsidiary aligner +} wavefront_bialigner_t; + +/* + * Setup + */ +wavefront_bialigner_t* wavefront_bialigner_new( + wavefront_aligner_attr_t* const attributes, + wavefront_plot_t* const plot); +void wavefront_bialigner_reap( + wavefront_bialigner_t* const wf_bialigner); +void wavefront_bialigner_delete( + wavefront_bialigner_t* const wf_bialigner); + +/* + * Accessors + */ +uint64_t wavefront_bialigner_get_size( + wavefront_bialigner_t* const wf_bialigner); +void wavefront_bialigner_set_heuristic( + wavefront_bialigner_t* const wf_bialigner, + wavefront_heuristic_t* const heuristic); +void wavefront_bialigner_set_match_funct( + wavefront_bialigner_t* const wf_bialigner, + int (*match_funct)(int,int,void*), + void* const match_funct_arguments); +void wavefront_bialigner_set_max_alignment_score( + wavefront_bialigner_t* const wf_bialigner, + const int max_alignment_score); +void wavefront_bialigner_set_max_memory( + wavefront_bialigner_t* const wf_bialigner, + const uint64_t max_memory_resident, + const uint64_t max_memory_abort); +void wavefront_bialigner_set_max_num_threads( + wavefront_bialigner_t* const wf_bialigner, + const int max_num_threads); +void wavefront_bialigner_set_min_offsets_per_thread( + wavefront_bialigner_t* const wf_bialigner, + const int min_offsets_per_thread); +#endif /* WAVEFRONT_BIALIGNER_H_ */ diff --git a/wavefront/wavefront_components.c b/wavefront/wavefront_components.c index 6df52d62..9512be47 100644 --- a/wavefront/wavefront_components.c +++ b/wavefront/wavefront_components.c @@ -29,6 +29,7 @@ * DESCRIPTION: WaveFront aligner components */ +#include "utils/commons.h" #include "wavefront_components.h" #include "utils/bitmap.h" #include "system/profiler_timer.h" @@ -55,12 +56,12 @@ void wavefront_components_dimensions_edit( if (wf_components->memory_modular) { *num_wavefronts = 2; } else { - *num_wavefronts = MAX(max_pattern_length,max_text_length); + *num_wavefronts = MAX(max_pattern_length,max_text_length) + 1; } } void wavefront_components_dimensions_linear( wavefront_components_t* const wf_components, - wavefronts_penalties_t* const penalties, + wavefront_penalties_t* const penalties, const int max_pattern_length, const int max_text_length, int* const max_score_scope, @@ -74,12 +75,12 @@ void wavefront_components_dimensions_linear( const int abs_seq_diff = ABS(max_pattern_length-max_text_length); const int max_score_misms = MIN(max_pattern_length,max_text_length) * penalties->mismatch; const int max_score_indel = penalties->gap_opening1 * abs_seq_diff; - *num_wavefronts = max_score_misms + max_score_indel; + *num_wavefronts = max_score_misms + max_score_indel + 1; } } void wavefront_components_dimensions_affine( wavefront_components_t* const wf_components, - wavefronts_penalties_t* const penalties, + wavefront_penalties_t* const penalties, const int max_pattern_length, const int max_text_length, int* const max_score_scope, @@ -94,12 +95,12 @@ void wavefront_components_dimensions_affine( const int abs_seq_diff = ABS(max_pattern_length-max_text_length); const int max_score_misms = MIN(max_pattern_length,max_text_length) * penalties->mismatch; const int max_score_indel = penalties->gap_opening1 + abs_seq_diff * penalties->gap_extension1; - *num_wavefronts = max_score_misms + max_score_indel; + *num_wavefronts = max_score_misms + max_score_indel + 1; } } void wavefront_components_dimensions_affine2p( wavefront_components_t* const wf_components, - wavefronts_penalties_t* const penalties, + wavefront_penalties_t* const penalties, const int max_pattern_length, const int max_text_length, int* const max_score_scope, @@ -118,12 +119,12 @@ void wavefront_components_dimensions_affine2p( const int max_score_indel1 = penalties->gap_opening1 + abs_seq_diff * penalties->gap_extension1; const int max_score_indel2 = penalties->gap_opening2 + abs_seq_diff * penalties->gap_extension2; const int max_score_indel = MIN(max_score_indel1,max_score_indel2); - *num_wavefronts = max_score_misms + max_score_indel; + *num_wavefronts = max_score_misms + max_score_indel + 1; } } void wavefront_components_dimensions( wavefront_components_t* const wf_components, - wavefronts_penalties_t* const penalties, + wavefront_penalties_t* const penalties, const int max_pattern_length, const int max_text_length, int* const max_score_scope, @@ -195,7 +196,7 @@ void wavefront_components_allocate( wavefront_components_t* const wf_components, const int max_pattern_length, const int max_text_length, - wavefronts_penalties_t* const penalties, + wavefront_penalties_t* const penalties, const bool memory_modular, const bool bt_piggyback, mm_allocator_t* const mm_allocator) { @@ -279,7 +280,7 @@ void wavefront_components_resize( wavefront_components_t* const wf_components, const int max_pattern_length, const int max_text_length, - wavefronts_penalties_t* const penalties) { + wavefront_penalties_t* const penalties) { // Compute dimensions int num_wavefronts = 0; wavefront_components_dimensions( @@ -431,10 +432,10 @@ void wavefront_components_translate_wavefronts( void wavefront_components_compact_bt_buffer( wavefront_components_t* const wf_components, const int score, - const bool verbose) { + const int verbose) { // PROFILE profiler_timer_t timer; - if (verbose) { timer_reset(&timer); timer_start(&timer); } + if (verbose >= 3) { timer_reset(&timer); timer_start(&timer); } // Parameters wf_backtrace_buffer_t* const bt_buffer = wf_components->bt_buffer; const uint64_t bt_buffer_used = wf_backtrace_buffer_get_used(bt_buffer); @@ -452,11 +453,10 @@ void wavefront_components_compact_bt_buffer( // Free bitmap_delete(bitmap); // PROFILE - if (verbose) { + if (verbose >= 3) { timer_stop(&timer); fprintf(stderr,"["); timer_print_total(stderr,&timer); fprintf(stderr,"]\n"); } } - diff --git a/wavefront/wavefront_components.h b/wavefront/wavefront_components.h index c77602cd..4d1856ef 100644 --- a/wavefront/wavefront_components.h +++ b/wavefront/wavefront_components.h @@ -32,7 +32,6 @@ #ifndef WAVEFRONT_WAVEFRONT_COMPONENTS_H_ #define WAVEFRONT_WAVEFRONT_COMPONENTS_H_ -#include "utils/commons.h" #include "wavefront/wavefront.h" #include "wavefront/wavefront_backtrace_buffer.h" #include "wavefront/wavefront_penalties.h" @@ -70,7 +69,7 @@ void wavefront_components_allocate( wavefront_components_t* const wf_components, const int max_pattern_length, const int max_text_length, - wavefronts_penalties_t* const penalties, + wavefront_penalties_t* const penalties, const bool memory_modular, const bool bt_piggyback, mm_allocator_t* const mm_allocator); @@ -88,7 +87,7 @@ void wavefront_components_resize( wavefront_components_t* const wf_components, const int max_pattern_length, const int max_text_length, - wavefronts_penalties_t* const penalties); + wavefront_penalties_t* const penalties); void wavefront_components_resize_null__victim( wavefront_components_t* const wf_components, const int lo, @@ -100,6 +99,6 @@ void wavefront_components_resize_null__victim( void wavefront_components_compact_bt_buffer( wavefront_components_t* const wf_components, const int score, - const bool verbose); + const int verbose); #endif /* WAVEFRONT_WAVEFRONT_COMPONENTS_H_ */ diff --git a/wavefront/wavefront_compute.c b/wavefront/wavefront_compute.c index 82727ec5..8ba5ca33 100644 --- a/wavefront/wavefront_compute.c +++ b/wavefront/wavefront_compute.c @@ -29,6 +29,8 @@ * DESCRIPTION: WaveFront alignment module for computing wavefronts */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "utils/string_padded.h" #include "alignment/affine2p_penalties.h" #include "wavefront_compute.h" @@ -36,7 +38,7 @@ /* * Compute limits */ -void wavefront_compute_limits( +void wavefront_compute_limits_input( wavefront_aligner_t* const wf_aligner, const wavefront_set_t* const wavefront_set, int* const lo, @@ -45,9 +47,10 @@ void wavefront_compute_limits( const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; const wavefront_t* const m_misms = wavefront_set->in_mwavefront_misms; const wavefront_t* const m_open1 = wavefront_set->in_mwavefront_open1; - // Gap-linear + // Init int min_lo = m_misms->lo; int max_hi = m_misms->hi; + // Gap-linear if (min_lo > m_open1->lo-1) min_lo = m_open1->lo-1; if (max_hi < m_open1->hi+1) max_hi = m_open1->hi+1; if (distance_metric == gap_linear) { @@ -82,48 +85,214 @@ void wavefront_compute_limits( *lo = min_lo; *hi = max_hi; } +void wavefront_compute_limits_output( + wavefront_aligner_t* const wf_aligner, + const int lo, + const int hi, + int* const effective_lo, + int* const effective_hi) { + // Parameters + wavefront_components_t* const wf_components = &wf_aligner->wf_components; + const int max_score_scope = wf_components->max_score_scope; + // Add padding to avoid compute-kernel peeling + const int eff_lo = lo - (max_score_scope + 1); + const int eff_hi = hi + (max_score_scope + 1); + // Consider historic (to avoid errors using heuristics) + *effective_lo = MIN(eff_lo,wf_components->historic_min_lo); + *effective_hi = MAX(eff_hi,wf_components->historic_max_hi); + wf_components->historic_min_lo = *effective_lo; + wf_components->historic_max_hi = *effective_hi; +} +/* + * Score translation + */ +int wavefront_compute_classic_score( + wavefront_aligner_t* const wf_aligner, + const int pattern_length, + const int text_length, + const int wf_score) { + // Parameters + const int swg_match = -(wf_aligner->penalties.match); + const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; + // Adapt score + if (distance_metric <= edit) return wf_score; + if (swg_match == 0) return -wf_score; + return WF_SCORE_TO_SW_SCORE(swg_match,pattern_length,text_length,wf_score); +} +/* + * Compute ends-free init conditions + */ +bool wavefront_compute_endsfree_required( + wavefront_aligner_t* const wf_aligner, + const int score) { + // Parameters + alignment_form_t* const alg_form = &wf_aligner->alignment_form; + wavefront_penalties_t* const penalties = &wf_aligner->penalties; + // Return is ends-free initialization is required + if (penalties->match == 0) return false; + if (alg_form->span != alignment_endsfree) return false; + if (score % (-penalties->match) != 0) return false; + // Ok + return true; +} +void wavefront_compute_endsfree_limits( + wavefront_aligner_t* const wf_aligner, + const int score, + int* const lo, + int* const hi) { + // Parameters + alignment_form_t* const alg_form = &wf_aligner->alignment_form; + wavefront_penalties_t* const penalties = &wf_aligner->penalties; + // Consider ends-free conditions + const int endsfree_k = score/(-penalties->match); + *hi = (alg_form->text_begin_free >= endsfree_k) ? endsfree_k : INT_MIN; + *lo = (alg_form->pattern_begin_free >= endsfree_k) ? -endsfree_k : INT_MAX; +} +void wavefront_compute_endsfree_init_offset( + wavefront_aligner_t* const wf_aligner, + wavefront_t* const wavefront, + const int k, + const int v, + const int h) { + // Parameters + wavefront_components_t* const wf_components = &wf_aligner->wf_components; + wf_offset_t* const offsets = wavefront->offsets; + // Set offset + offsets[k] = DPMATRIX_OFFSET(h,v); + if (wf_components->bt_piggyback) { + wavefront->bt_pcigar[k] = 0; + wavefront->bt_prev[k] = + wf_backtrace_buffer_init_block(wf_components->bt_buffer,v,h); + } +} +void wavefront_compute_endsfree_init( + wavefront_aligner_t* const wf_aligner, + wavefront_t* const wavefront, + const int score) { + // Parameters + alignment_form_t* const alg_form = &wf_aligner->alignment_form; + wavefront_penalties_t* const penalties = &wf_aligner->penalties; + const int lo = wavefront->lo; + const int hi = wavefront->hi; + // Consider ends-free conditions + int endsfree_k = score/(-penalties->match); + wf_offset_t* const offsets = wavefront->offsets; + // Consider text begin-free + int k; + if (alg_form->text_begin_free >= endsfree_k) { + if (hi >= endsfree_k) { + if (offsets[endsfree_k] <= DPMATRIX_OFFSET(endsfree_k,0)) { + wavefront_compute_endsfree_init_offset(wf_aligner,wavefront,endsfree_k,0,endsfree_k); + } + } else { + for (k=hi+1;khi = endsfree_k; + } + } + // Consider pattern begin-free + if (alg_form->pattern_begin_free >= endsfree_k) { + endsfree_k = -endsfree_k; + if (lo <= endsfree_k) { + if (offsets[endsfree_k] <= DPMATRIX_OFFSET(0,endsfree_k)) { + wavefront_compute_endsfree_init_offset(wf_aligner,wavefront,endsfree_k,-endsfree_k,0); + } + } else { + wavefront_compute_endsfree_init_offset(wf_aligner,wavefront,endsfree_k,-endsfree_k,0); + for (k=endsfree_k+1;klo = endsfree_k; + } + } +} +wavefront_t* wavefront_compute_endsfree_allocate_null( + wavefront_aligner_t* const wf_aligner, + const int score) { + // Parameters + wavefront_slab_t* const wavefront_slab = wf_aligner->wavefront_slab; + alignment_form_t* const alg_form = &wf_aligner->alignment_form; + wavefront_penalties_t* const penalties = &wf_aligner->penalties; + // Consider ends-free conditions + const int endsfree_k = score/(-penalties->match); + const bool text_begin_free = (alg_form->text_begin_free >= endsfree_k); + const bool pattern_begin_free = (alg_form->pattern_begin_free >= endsfree_k); + int lo = 0, hi = 0; + if (text_begin_free && pattern_begin_free) { + lo = -endsfree_k; + hi = endsfree_k; + } else if (text_begin_free) { + lo = endsfree_k; + hi = endsfree_k; + } else if (pattern_begin_free) { + lo = -endsfree_k; + hi = -endsfree_k; + } + // Compute effective hi/lo dimensions + int effective_lo, effective_hi; + wavefront_compute_limits_output(wf_aligner,lo,hi,&effective_lo,&effective_hi); + // Allocate & initialize + wavefront_t* const wavefront = wavefront_slab_allocate(wavefront_slab,effective_lo,effective_hi); + wf_offset_t* const offsets = wavefront->offsets; + int k; + for (k=lo+1;klo = lo; + wavefront->hi = hi; + // Return + return wavefront; +} /* * Input wavefronts (fetch) */ wavefront_t* wavefront_compute_get_mwavefront( wavefront_components_t* const wf_components, - const int score) { - return (score < 0 || - wf_components->mwavefronts[score] == NULL || - wf_components->mwavefronts[score]->null) ? - wf_components->wavefront_null : wf_components->mwavefronts[score]; + const int score_mod) { + return (score_mod < 0 || + wf_components->mwavefronts[score_mod] == NULL || + wf_components->mwavefronts[score_mod]->null) ? + wf_components->wavefront_null : wf_components->mwavefronts[score_mod]; } wavefront_t* wavefront_compute_get_i1wavefront( wavefront_components_t* const wf_components, - const int score) { - return (score < 0 || - wf_components->i1wavefronts[score] == NULL || - wf_components->i1wavefronts[score]->null) ? - wf_components->wavefront_null : wf_components->i1wavefronts[score]; + const int score_mod) { + return (score_mod < 0 || + wf_components->i1wavefronts[score_mod] == NULL || + wf_components->i1wavefronts[score_mod]->null) ? + wf_components->wavefront_null : wf_components->i1wavefronts[score_mod]; } wavefront_t* wavefront_compute_get_i2wavefront( wavefront_components_t* const wf_components, - const int score) { - return (score < 0 || - wf_components->i2wavefronts[score] == NULL || - wf_components->i2wavefronts[score]->null) ? - wf_components->wavefront_null : wf_components->i2wavefronts[score]; + const int score_mod) { + return (score_mod < 0 || + wf_components->i2wavefronts[score_mod] == NULL || + wf_components->i2wavefronts[score_mod]->null) ? + wf_components->wavefront_null : wf_components->i2wavefronts[score_mod]; } wavefront_t* wavefront_compute_get_d1wavefront( wavefront_components_t* const wf_components, - const int score) { - return (score < 0 || - wf_components->d1wavefronts[score] == NULL || - wf_components->d1wavefronts[score]->null) ? - wf_components->wavefront_null : wf_components->d1wavefronts[score]; + const int score_mod) { + return (score_mod < 0 || + wf_components->d1wavefronts[score_mod] == NULL || + wf_components->d1wavefronts[score_mod]->null) ? + wf_components->wavefront_null : wf_components->d1wavefronts[score_mod]; } wavefront_t* wavefront_compute_get_d2wavefront( wavefront_components_t* const wf_components, - const int score) { - return (score < 0 || - wf_components->d2wavefronts[score] == NULL || - wf_components->d2wavefronts[score]->null) ? - wf_components->wavefront_null : wf_components->d2wavefronts[score]; + const int score_mod) { + return (score_mod < 0 || + wf_components->d2wavefronts[score_mod] == NULL || + wf_components->d2wavefronts[score_mod]->null) ? + wf_components->wavefront_null : wf_components->d2wavefronts[score_mod]; } void wavefront_compute_fetch_input( wavefront_aligner_t* const wf_aligner, @@ -133,7 +302,7 @@ void wavefront_compute_fetch_input( wavefront_components_t* const wf_components = &wf_aligner->wf_components; const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; // Compute scores - const wavefronts_penalties_t* const penalties = &(wf_aligner->penalties); + const wavefront_penalties_t* const penalties = &(wf_aligner->penalties); if (distance_metric == gap_linear) { int mismatch = score - penalties->mismatch; int gap_open1 = score - penalties->gap_opening1; @@ -177,111 +346,141 @@ void wavefront_compute_fetch_input( */ void wavefront_compute_free_output( wavefront_aligner_t* const wf_aligner, - const int score) { + const int score_mod) { // Parameters wavefront_components_t* const wf_components = &wf_aligner->wf_components; const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; wavefront_slab_t* const wavefront_slab = wf_aligner->wavefront_slab; // Free - if (wf_components->mwavefronts[score]) wavefront_slab_free(wavefront_slab,wf_components->mwavefronts[score]); + if (wf_components->mwavefronts[score_mod]) { + wavefront_slab_free(wavefront_slab,wf_components->mwavefronts[score_mod]); + } if (distance_metric == gap_linear) return; - if (wf_components->i1wavefronts[score]) wavefront_slab_free(wavefront_slab,wf_components->i1wavefronts[score]); - if (wf_components->d1wavefronts[score]) wavefront_slab_free(wavefront_slab,wf_components->d1wavefronts[score]); + if (wf_components->i1wavefronts[score_mod]) { + wavefront_slab_free(wavefront_slab,wf_components->i1wavefronts[score_mod]); + } + if (wf_components->d1wavefronts[score_mod]) { + wavefront_slab_free(wavefront_slab,wf_components->d1wavefronts[score_mod]); + } if (distance_metric == gap_affine) return; - if (wf_components->i2wavefronts[score]) wavefront_slab_free(wavefront_slab,wf_components->i2wavefronts[score]); - if (wf_components->d2wavefronts[score]) wavefront_slab_free(wavefront_slab,wf_components->d2wavefronts[score]); + if (wf_components->i2wavefronts[score_mod]) { + wavefront_slab_free(wavefront_slab,wf_components->i2wavefronts[score_mod]); + } + if (wf_components->d2wavefronts[score_mod]) { + wavefront_slab_free(wavefront_slab,wf_components->d2wavefronts[score_mod]); + } } void wavefront_compute_allocate_output_null( wavefront_aligner_t* const wf_aligner, - int score) { + const int score) { // Parameters - wavefront_components_t* const wf_components = &wf_aligner->wf_components; const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; + wavefront_components_t* const wf_components = &wf_aligner->wf_components; // Modular wavefront + int score_mod = score; if (wf_components->memory_modular) { - score = score % wf_components->max_score_scope; - wavefront_compute_free_output(wf_aligner,score); + score_mod = score % wf_components->max_score_scope; + wavefront_compute_free_output(wf_aligner,score_mod); + } + // Consider ends-free (M!=0) + if (wavefront_compute_endsfree_required(wf_aligner,score)) { + wf_components->mwavefronts[score_mod] = + wavefront_compute_endsfree_allocate_null(wf_aligner,score); + } else { + wf_components->mwavefronts[score_mod] = NULL; } // Nullify Wavefronts - wf_components->mwavefronts[score] = NULL; if (distance_metric == gap_linear) return; - wf_components->i1wavefronts[score] = NULL; - wf_components->d1wavefronts[score] = NULL; + wf_components->i1wavefronts[score_mod] = NULL; + wf_components->d1wavefronts[score_mod] = NULL; if (distance_metric == gap_affine) return; - wf_components->i2wavefronts[score] = NULL; - wf_components->d2wavefronts[score] = NULL; + wf_components->i2wavefronts[score_mod] = NULL; + wf_components->d2wavefronts[score_mod] = NULL; } void wavefront_compute_allocate_output( wavefront_aligner_t* const wf_aligner, wavefront_set_t* const wavefront_set, - int score, + const int score, const int lo, const int hi) { // Parameters wavefront_components_t* const wf_components = &wf_aligner->wf_components; const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; wavefront_slab_t* const wavefront_slab = wf_aligner->wavefront_slab; - const int max_score_scope = wf_components->max_score_scope; - // Compute effective hi/lo dimensions (after padding to avoid compute-kernel peeling) - const int effective_lo = lo - (max_score_scope+1); - const int effective_hi = hi + (max_score_scope+1); - const int padded_lo = MIN(effective_lo,wf_components->historic_min_lo); - const int padded_hi = MAX(effective_hi,wf_components->historic_max_hi); - wf_components->historic_min_lo = padded_lo; - wf_components->historic_max_hi = padded_hi; + // Consider ends-free (M!=0) + int effective_lo, effective_hi; + if (wavefront_compute_endsfree_required(wf_aligner,score)) { + int endsfree_lo, endsfree_hi; + wavefront_compute_endsfree_limits(wf_aligner,score,&endsfree_lo,&endsfree_hi); + effective_lo = MIN(lo,endsfree_lo); + effective_hi = MAX(hi,endsfree_hi); + } else { + effective_lo = lo; + effective_hi = hi; + } + // Compute effective hi/lo dimensions + wavefront_compute_limits_output( + wf_aligner,effective_lo,effective_hi, + &effective_lo,&effective_hi); // Resize null/victim wavefronts - wavefront_components_resize_null__victim(wf_components,padded_lo,padded_hi); + wavefront_components_resize_null__victim(wf_components,effective_lo,effective_hi); // Modular wavefront + int score_mod = score; if (wf_components->memory_modular) { - score = score % wf_components->max_score_scope; - wavefront_compute_free_output(wf_aligner,score); + score_mod = score % wf_components->max_score_scope; + wavefront_compute_free_output(wf_aligner,score_mod); + } + // Check + if (score_mod >= wf_components->num_wavefronts) { + fprintf(stderr,"[WFA::Compute] Maximum allocated wavefronts reached\n"); + exit(1); } // Allocate M-Wavefront - wavefront_set->out_mwavefront = wavefront_slab_allocate(wavefront_slab,padded_lo,padded_hi); - wf_components->mwavefronts[score] = wavefront_set->out_mwavefront; - wf_components->mwavefronts[score]->lo = lo; - wf_components->mwavefronts[score]->hi = hi; + wavefront_set->out_mwavefront = wavefront_slab_allocate(wavefront_slab,effective_lo,effective_hi); + wf_components->mwavefronts[score_mod] = wavefront_set->out_mwavefront; + wf_components->mwavefronts[score_mod]->lo = lo; + wf_components->mwavefronts[score_mod]->hi = hi; if (distance_metric == gap_linear) return; // Allocate I1-Wavefront if (!wavefront_set->in_mwavefront_open1->null || !wavefront_set->in_i1wavefront_ext->null) { - wavefront_set->out_i1wavefront = wavefront_slab_allocate(wavefront_slab,padded_lo,padded_hi); - wf_components->i1wavefronts[score] = wavefront_set->out_i1wavefront; - wf_components->i1wavefronts[score]->lo = lo; - wf_components->i1wavefronts[score]->hi = hi; + wavefront_set->out_i1wavefront = wavefront_slab_allocate(wavefront_slab,effective_lo,effective_hi); + wf_components->i1wavefronts[score_mod] = wavefront_set->out_i1wavefront; + wf_components->i1wavefronts[score_mod]->lo = lo; + wf_components->i1wavefronts[score_mod]->hi = hi; } else { wavefront_set->out_i1wavefront = wf_components->wavefront_victim; - wf_components->i1wavefronts[score] = NULL; + wf_components->i1wavefronts[score_mod] = NULL; } // Allocate D1-Wavefront if (!wavefront_set->in_mwavefront_open1->null || !wavefront_set->in_d1wavefront_ext->null) { - wavefront_set->out_d1wavefront = wavefront_slab_allocate(wavefront_slab,padded_lo,padded_hi); - wf_components->d1wavefronts[score] = wavefront_set->out_d1wavefront; - wf_components->d1wavefronts[score]->lo = lo; - wf_components->d1wavefronts[score]->hi = hi; + wavefront_set->out_d1wavefront = wavefront_slab_allocate(wavefront_slab,effective_lo,effective_hi); + wf_components->d1wavefronts[score_mod] = wavefront_set->out_d1wavefront; + wf_components->d1wavefronts[score_mod]->lo = lo; + wf_components->d1wavefronts[score_mod]->hi = hi; } else { wavefront_set->out_d1wavefront = wf_components->wavefront_victim; - wf_components->d1wavefronts[score] = NULL; + wf_components->d1wavefronts[score_mod] = NULL; } if (distance_metric == gap_affine) return; // Allocate I2-Wavefront if (!wavefront_set->in_mwavefront_open2->null || !wavefront_set->in_i2wavefront_ext->null) { - wavefront_set->out_i2wavefront = wavefront_slab_allocate(wavefront_slab,padded_lo,padded_hi); - wf_components->i2wavefronts[score] = wavefront_set->out_i2wavefront; - wf_components->i2wavefronts[score]->lo = lo; - wf_components->i2wavefronts[score]->hi = hi; + wavefront_set->out_i2wavefront = wavefront_slab_allocate(wavefront_slab,effective_lo,effective_hi); + wf_components->i2wavefronts[score_mod] = wavefront_set->out_i2wavefront; + wf_components->i2wavefronts[score_mod]->lo = lo; + wf_components->i2wavefronts[score_mod]->hi = hi; } else { wavefront_set->out_i2wavefront = wf_components->wavefront_victim; - wf_components->i2wavefronts[score] = NULL; + wf_components->i2wavefronts[score_mod] = NULL; } // Allocate D2-Wavefront if (!wavefront_set->in_mwavefront_open2->null || !wavefront_set->in_d2wavefront_ext->null) { - wavefront_set->out_d2wavefront = wavefront_slab_allocate(wavefront_slab,padded_lo,padded_hi); - wf_components->d2wavefronts[score] = wavefront_set->out_d2wavefront; - wf_components->d2wavefronts[score]->lo = lo; - wf_components->d2wavefronts[score]->hi = hi; + wavefront_set->out_d2wavefront = wavefront_slab_allocate(wavefront_slab,effective_lo,effective_hi); + wf_components->d2wavefronts[score_mod] = wavefront_set->out_d2wavefront; + wf_components->d2wavefronts[score_mod]->lo = lo; + wf_components->d2wavefronts[score_mod]->hi = hi; } else { wavefront_set->out_d2wavefront = wf_components->wavefront_victim; - wf_components->d2wavefronts[score] = NULL; + wf_components->d2wavefronts[score_mod] = NULL; } } /* @@ -400,12 +599,18 @@ void wavefront_compute_trim_ends( } wavefront->lo = k; // Set new lo wavefront->wf_elements_init_min = k; + wavefront->null = (wavefront->lo > wavefront->hi); } -void wavefront_compute_trim_ends_set( +void wavefront_compute_process_ends( wavefront_aligner_t* const wf_aligner, - wavefront_set_t* const wavefront_set) { + wavefront_set_t* const wavefront_set, + const int score) { // Parameters const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; + // Consider ends-free (M!=0) + if (wavefront_compute_endsfree_required(wf_aligner,score)) { + wavefront_compute_endsfree_init(wf_aligner,wavefront_set->out_mwavefront,score); + } // Trim ends from non-null WFs if (wavefront_set->out_mwavefront) wavefront_compute_trim_ends(wf_aligner,wavefront_set->out_mwavefront); if (distance_metric == gap_linear) return; @@ -415,3 +620,34 @@ void wavefront_compute_trim_ends_set( if (wavefront_set->out_i2wavefront) wavefront_compute_trim_ends(wf_aligner,wavefront_set->out_i2wavefront); if (wavefront_set->out_d2wavefront) wavefront_compute_trim_ends(wf_aligner,wavefront_set->out_d2wavefront); } +/* + * Multithread dispatcher + */ +#ifdef WFA_PARALLEL +int wavefront_compute_num_threads( + wavefront_aligner_t* const wf_aligner, + const int lo, + const int hi) { + // Parameters + const int max_num_threads = wf_aligner->system.max_num_threads; + if (max_num_threads == 1) return 1; + const int min_offsets_per_thread = wf_aligner->system.min_offsets_per_thread; + // Compute minimum work-chunks worth spawning threads + const int num_chunks = WAVEFRONT_LENGTH(lo,hi)/min_offsets_per_thread; + const int max_workers = MIN(num_chunks,max_num_threads); + return MAX(max_workers,1); +} +void wavefront_compute_thread_limits( + const int thread_id, + const int num_theads, + const int lo, + const int hi, + int* const thread_lo, + int* const thread_hi) { + const int chunk_size = WAVEFRONT_LENGTH(lo,hi)/num_theads; + const int t_lo = lo + thread_id*chunk_size; + const int t_hi = (thread_id+1 == num_theads) ? hi : t_lo + chunk_size - 1; + *thread_lo = t_lo; + *thread_hi = t_hi; +} +#endif diff --git a/wavefront/wavefront_compute.h b/wavefront/wavefront_compute.h index bdcb85ba..add81a69 100644 --- a/wavefront/wavefront_compute.h +++ b/wavefront/wavefront_compute.h @@ -37,11 +37,26 @@ /* * Compute limits */ -void wavefront_compute_limits( +void wavefront_compute_limits_input( wavefront_aligner_t* const wf_aligner, const wavefront_set_t* const wavefront_set, int* const lo, int* const hi); +void wavefront_compute_limits_output( + wavefront_aligner_t* const wf_aligner, + const int lo, + const int hi, + int* const effective_lo, + int* const effective_hi); + +/* + * Score translation + */ +int wavefront_compute_classic_score( + wavefront_aligner_t* const wf_aligner, + const int pattern_length, + const int text_length, + const int wf_score); /* * Input wavefronts (fetch) @@ -56,11 +71,11 @@ void wavefront_compute_fetch_input( */ void wavefront_compute_allocate_output_null( wavefront_aligner_t* const wf_aligner, - int score); + const int score); void wavefront_compute_allocate_output( wavefront_aligner_t* const wf_aligner, wavefront_set_t* const wavefront_set, - int score, + const int score, const int lo, const int hi); @@ -74,13 +89,33 @@ void wavefront_compute_init_ends( const int hi); /* - * Trim wavefronts ends + * Process wavefronts ends */ void wavefront_compute_trim_ends( wavefront_aligner_t* const wf_aligner, wavefront_t* const wavefront); -void wavefront_compute_trim_ends_set( +void wavefront_compute_process_ends( + wavefront_aligner_t* const wf_aligner, + wavefront_set_t* const wavefront_set, + const int score); + +/* + * Multithread dispatcher + */ +#ifdef WFA_PARALLEL +int wavefront_compute_num_threads( wavefront_aligner_t* const wf_aligner, - wavefront_set_t* const wavefront_set); + const int lo, + const int hi); +void wavefront_compute_thread_limits( + const int thread_id, + const int num_theads, + const int lo, + const int hi, + int* const thread_lo, + int* const thread_hi); +#else +#define wavefront_compute_num_threads(wf_aligner,lo,hi) 1 +#endif #endif /* WAVEFRONT_COMPUTE_H_ */ diff --git a/wavefront/wavefront_compute_affine.c b/wavefront/wavefront_compute_affine.c index 3b3fe219..d90390a9 100644 --- a/wavefront/wavefront_compute_affine.c +++ b/wavefront/wavefront_compute_affine.c @@ -29,10 +29,16 @@ * DESCRIPTION: WaveFront alignment module for computing wavefronts (gap-affine) */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "utils/string_padded.h" #include "wavefront_compute.h" #include "wavefront_backtrace_offload.h" +#ifdef WFA_PARALLEL +#include +#endif + /* * Compute Kernels */ @@ -181,12 +187,44 @@ void wavefront_compute_affine_idm_piggyback( if (v > pattern_length) max = WAVEFRONT_OFFSET_NULL; out_m[k] = max; } - // Offload backtrace - wavefront_backtrace_offload_affine(wf_aligner,wavefront_set,lo,hi); } /* - * Compute next wavefront + * Compute Wavefronts (gap-affine) */ +void wavefront_compute_affine_dispatcher( + wavefront_aligner_t* const wf_aligner, + wavefront_set_t* const wavefront_set, + const int lo, + const int hi) { + // Parameters + const bool bt_piggyback = wf_aligner->wf_components.bt_piggyback; + const int num_threads = wavefront_compute_num_threads(wf_aligner,lo,hi); + // Multithreading dispatcher + if (num_threads == 1) { + // Compute next wavefront + if (bt_piggyback) { + wavefront_compute_affine_idm_piggyback(wf_aligner,wavefront_set,lo,hi); + } else { + wavefront_compute_affine_idm(wf_aligner,wavefront_set,lo,hi); + } + } else { +#ifdef WFA_PARALLEL + // Compute next wavefront in parallel + #pragma omp parallel num_threads(num_threads) + { + int t_lo, t_hi; + const int thread_id = omp_get_thread_num(); + const int thread_num = omp_get_num_threads(); + wavefront_compute_thread_limits(thread_id,thread_num,lo,hi,&t_lo,&t_hi); + if (bt_piggyback) { + wavefront_compute_affine_idm_piggyback(wf_aligner,wavefront_set,t_lo,t_hi); + } else { + wavefront_compute_affine_idm(wf_aligner,wavefront_set,t_lo,t_hi); + } + } +#endif + } +} void wavefront_compute_affine( wavefront_aligner_t* const wf_aligner, const int score) { @@ -198,24 +236,24 @@ void wavefront_compute_affine( wavefront_set.in_mwavefront_open1->null && wavefront_set.in_i1wavefront_ext->null && wavefront_set.in_d1wavefront_ext->null) { + wf_aligner->align_status.num_null_steps++; // Increment null-steps wavefront_compute_allocate_output_null(wf_aligner,score); // Null s-wavefront return; } + wf_aligner->align_status.num_null_steps = 0; // Set limits int hi, lo; - wavefront_compute_limits(wf_aligner,&wavefront_set,&lo,&hi); + wavefront_compute_limits_input(wf_aligner,&wavefront_set,&lo,&hi); // Allocate wavefronts wavefront_compute_allocate_output(wf_aligner,&wavefront_set,score,lo,hi); // Init wavefront ends wavefront_compute_init_ends(wf_aligner,&wavefront_set,lo,hi); - // Compute next wavefront + // Compute wavefronts + wavefront_compute_affine_dispatcher(wf_aligner,&wavefront_set,lo,hi); + // Offload backtrace (if necessary) if (wf_aligner->wf_components.bt_piggyback) { - wavefront_compute_affine_idm_piggyback(wf_aligner,&wavefront_set,lo,hi); - } else { - wavefront_compute_affine_idm(wf_aligner,&wavefront_set,lo,hi); + wavefront_backtrace_offload_affine(wf_aligner,&wavefront_set,lo,hi); } - // Trim wavefront ends - wavefront_compute_trim_ends_set(wf_aligner,&wavefront_set); + // Process wavefront ends + wavefront_compute_process_ends(wf_aligner,&wavefront_set,score); } - - diff --git a/wavefront/wavefront_compute_affine.h b/wavefront/wavefront_compute_affine.h index 251b712e..652d8ed5 100644 --- a/wavefront/wavefront_compute_affine.h +++ b/wavefront/wavefront_compute_affine.h @@ -49,7 +49,7 @@ void wavefront_compute_affine_idm_piggyback( const int hi); /* - * Compute wavefront (gap-affine) + * Compute Wavefronts (gap-affine) */ void wavefront_compute_affine( wavefront_aligner_t* const wf_aligner, diff --git a/wavefront/wavefront_compute_affine2p.c b/wavefront/wavefront_compute_affine2p.c index f113b81d..2a1a3701 100644 --- a/wavefront/wavefront_compute_affine2p.c +++ b/wavefront/wavefront_compute_affine2p.c @@ -29,11 +29,17 @@ * DESCRIPTION: WaveFront alignment module for computing wavefronts (gap-affine-2p) */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "utils/string_padded.h" #include "wavefront_compute.h" #include "wavefront_compute_affine.h" #include "wavefront_backtrace_offload.h" +#ifdef WFA_PARALLEL +#include +#endif + /* * Compute Kernels */ @@ -272,12 +278,58 @@ void wavefront_compute_affine2p_idm_piggyback( if (v > pattern_length) max = WAVEFRONT_OFFSET_NULL; out_m[k] = max; } - // Offload backtrace - wavefront_backtrace_offload_affine(wf_aligner,wavefront_set,lo,hi); } /* - * Compute next wavefront + * Compute wavefronts */ +void wavefront_compute_affine2p_dispatcher( + wavefront_aligner_t* const wf_aligner, + wavefront_set_t* const wavefront_set, + const int lo, + const int hi) { + if (wavefront_set->in_mwavefront_open2->null && + wavefront_set->in_i2wavefront_ext->null && + wavefront_set->in_d2wavefront_ext->null) { + // Delegate to regular gap-affine + if (wf_aligner->wf_components.bt_piggyback) { + wavefront_compute_affine_idm_piggyback(wf_aligner,wavefront_set,lo,hi); + } else { + wavefront_compute_affine_idm(wf_aligner,wavefront_set,lo,hi); + } + } else { + // Full gap-affine-2p + if (wf_aligner->wf_components.bt_piggyback) { + wavefront_compute_affine2p_idm_piggyback(wf_aligner,wavefront_set,lo,hi); + } else { + wavefront_compute_affine2p_idm(wf_aligner,wavefront_set,lo,hi); + } + } +} +void wavefront_compute_affine2p_dispatcher_omp( + wavefront_aligner_t* const wf_aligner, + wavefront_set_t* const wavefront_set, + const int lo, + const int hi) { + // Parameters + const int num_threads = wavefront_compute_num_threads(wf_aligner,lo,hi); + // Multithreading dispatcher + if (num_threads == 1) { + // Compute next wavefront + wavefront_compute_affine2p_dispatcher(wf_aligner,wavefront_set,lo,hi); + } else { +#ifdef WFA_PARALLEL + // Compute next wavefront in parallel + #pragma omp parallel num_threads(num_threads) + { + int t_lo, t_hi; + const int thread_id = omp_get_thread_num(); + const int thread_num = omp_get_num_threads(); + wavefront_compute_thread_limits(thread_id,thread_num,lo,hi,&t_lo,&t_hi); + wavefront_compute_affine2p_dispatcher(wf_aligner,wavefront_set,t_lo,t_hi); + } +#endif + } +} void wavefront_compute_affine2p( wavefront_aligner_t* const wf_aligner, const int score) { @@ -292,37 +344,24 @@ void wavefront_compute_affine2p( wavefront_set.in_i2wavefront_ext->null && wavefront_set.in_d1wavefront_ext->null && wavefront_set.in_d2wavefront_ext->null) { + wf_aligner->align_status.num_null_steps++; // Increment null-steps wavefront_compute_allocate_output_null(wf_aligner,score); // Null s-wavefront return; } + wf_aligner->align_status.num_null_steps = 0; // Set limits int hi, lo; - wavefront_compute_limits(wf_aligner,&wavefront_set,&lo,&hi); + wavefront_compute_limits_input(wf_aligner,&wavefront_set,&lo,&hi); // Allocate wavefronts wavefront_compute_allocate_output(wf_aligner,&wavefront_set,score,lo,hi); // Init wavefront ends wavefront_compute_init_ends(wf_aligner,&wavefront_set,lo,hi); - // Compute next wavefront - if (wavefront_set.in_mwavefront_open2->null && - wavefront_set.in_i2wavefront_ext->null && - wavefront_set.in_d2wavefront_ext->null) { - // Derive to regular gap-affine - if (wf_aligner->wf_components.bt_piggyback) { - wavefront_compute_affine_idm_piggyback(wf_aligner,&wavefront_set,lo,hi); - } else { - wavefront_compute_affine_idm(wf_aligner,&wavefront_set,lo,hi); - } - } else { - // Full gap-affine-2p - if (wf_aligner->wf_components.bt_piggyback) { - wavefront_compute_affine2p_idm_piggyback(wf_aligner,&wavefront_set,lo,hi); - } else { - wavefront_compute_affine2p_idm(wf_aligner,&wavefront_set,lo,hi); - } + // Compute wavefronts + wavefront_compute_affine2p_dispatcher_omp(wf_aligner,&wavefront_set,lo,hi); + // Offload backtrace (if necessary) + if (wf_aligner->wf_components.bt_piggyback) { + wavefront_backtrace_offload_affine(wf_aligner,&wavefront_set,lo,hi); } - // Trim wavefront ends - wavefront_compute_trim_ends_set(wf_aligner,&wavefront_set); + // Process wavefront ends + wavefront_compute_process_ends(wf_aligner,&wavefront_set,score); } - - - diff --git a/wavefront/wavefront_compute_affine2p.h b/wavefront/wavefront_compute_affine2p.h index 9294521f..fbb64df8 100644 --- a/wavefront/wavefront_compute_affine2p.h +++ b/wavefront/wavefront_compute_affine2p.h @@ -35,7 +35,7 @@ #include "wavefront_aligner.h" /* - * Compute wavefront (gap-affine-2p) + * Compute Wavefronts (gap-affine-2p) */ void wavefront_compute_affine2p( wavefront_aligner_t* const wf_aligner, diff --git a/wavefront/wavefront_compute_edit.c b/wavefront/wavefront_compute_edit.c index d02c460e..1eedcfb9 100644 --- a/wavefront/wavefront_compute_edit.c +++ b/wavefront/wavefront_compute_edit.c @@ -29,10 +29,16 @@ * DESCRIPTION: WaveFront alignment module for computing wavefronts (edit/indel) */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "utils/string_padded.h" #include "wavefront_compute.h" #include "wavefront_backtrace_offload.h" +#ifdef WFA_PARALLEL +#include +#endif + /* * Compute Kernels */ @@ -47,12 +53,10 @@ void wavefront_compute_indel_idm( const int text_length = wf_aligner->text_length; const wf_offset_t* const prev_offsets = wf_prev->offsets; wf_offset_t* const curr_offsets = wf_curr->offsets; - // Loop peeling (k=lo) - curr_offsets[lo] = prev_offsets[lo+1]; // Compute-Next kernel loop int k; PRAGMA_LOOP_VECTORIZE - for (k=lo+1;k<=hi-1;++k) { + for (k=lo;k<=hi;++k) { // Compute maximum offset const wf_offset_t ins = prev_offsets[k-1] + 1; const wf_offset_t del = prev_offsets[k+1]; @@ -64,8 +68,6 @@ void wavefront_compute_indel_idm( if (v > pattern_length) max = WAVEFRONT_OFFSET_NULL; curr_offsets[k] = max; } - // Loop peeling (k=hi) - curr_offsets[hi] = prev_offsets[hi-1] + 1; } void wavefront_compute_edit_idm( wavefront_aligner_t* const wf_aligner, @@ -78,12 +80,10 @@ void wavefront_compute_edit_idm( const int text_length = wf_aligner->text_length; const wf_offset_t* const prev_offsets = wf_prev->offsets; wf_offset_t* const curr_offsets = wf_curr->offsets; - // Loop peeling (k=lo) - curr_offsets[lo] = prev_offsets[lo+1]; // Compute-Next kernel loop int k; PRAGMA_LOOP_VECTORIZE - for (k=lo+1;k<=hi-1;++k) { + for (k=lo;k<=hi;++k) { // Compute maximum offset const wf_offset_t ins = prev_offsets[k-1]; // Lower const wf_offset_t del = prev_offsets[k+1]; // Upper @@ -96,8 +96,6 @@ void wavefront_compute_edit_idm( if (v > pattern_length) max = WAVEFRONT_OFFSET_NULL; curr_offsets[k] = max; } - // Loop peeling (k=hi) - curr_offsets[hi] = prev_offsets[hi-1] + 1; } /* * Compute Kernel (Piggyback) @@ -120,14 +118,10 @@ void wavefront_compute_indel_idm_piggyback( wf_offset_t* const curr_offsets = wf_curr->offsets; pcigar_t* const curr_pcigar = wf_curr->bt_pcigar; bt_block_idx_t* const curr_bt_idx = wf_curr->bt_prev; - // Loop peeling (k=lo) - curr_offsets[lo] = prev_offsets[lo+1]; - curr_pcigar[lo] = PCIGAR_PUSH_BACK_DEL(prev_pcigar[lo+1]); - curr_bt_idx[lo] = prev_bt_idx[lo+1]; // Compute-Next kernel loop int k; PRAGMA_LOOP_VECTORIZE // Ifs predicated by the compiler - for (k=lo+1;k<=hi-1;++k) { + for (k=lo;k<=hi;++k) { // Compute maximum offset const wf_offset_t ins = prev_offsets[k-1] + 1; const wf_offset_t del = prev_offsets[k+1]; @@ -147,15 +141,6 @@ void wavefront_compute_indel_idm_piggyback( if (v > pattern_length) max = WAVEFRONT_OFFSET_NULL; curr_offsets[k] = max; } - // Loop peeling (k=hi) - curr_offsets[hi] = prev_offsets[hi-1] + 1; - curr_pcigar[hi] = PCIGAR_PUSH_BACK_INS(prev_pcigar[hi-1]); - curr_bt_idx[hi] = prev_bt_idx[hi-1]; - // Offload backtrace (if necessary) - if (score % PCIGAR_MAX_LENGTH == 0) { - wavefront_backtrace_offload_blocks_linear( - wf_aligner,curr_offsets,curr_pcigar,curr_bt_idx,lo,hi); - } } void wavefront_compute_edit_idm_piggyback( wavefront_aligner_t* const wf_aligner, @@ -175,14 +160,10 @@ void wavefront_compute_edit_idm_piggyback( wf_offset_t* const curr_offsets = wf_curr->offsets; pcigar_t* const curr_pcigar = wf_curr->bt_pcigar; bt_block_idx_t* const curr_bt_idx = wf_curr->bt_prev; - // Loop peeling (k=lo) - curr_offsets[lo] = prev_offsets[lo+1]; - curr_pcigar[lo] = PCIGAR_PUSH_BACK_DEL(prev_pcigar[lo+1]); - curr_bt_idx[lo] = prev_bt_idx[lo+1]; // Compute-Next kernel loop int k; PRAGMA_LOOP_VECTORIZE // Ifs predicated by the compiler - for (k=lo+1;k<=hi-1;++k) { + for (k=lo;k<=hi;++k) { // Compute maximum offset const wf_offset_t ins = prev_offsets[k-1] + 1; // Lower const wf_offset_t del = prev_offsets[k+1]; // Upper @@ -208,19 +189,139 @@ void wavefront_compute_edit_idm_piggyback( if (v > pattern_length) max = WAVEFRONT_OFFSET_NULL; curr_offsets[k] = max; } - // Loop peeling (k=hi) - curr_offsets[hi] = prev_offsets[hi-1] + 1; - curr_pcigar[hi] = PCIGAR_PUSH_BACK_INS(prev_pcigar[hi-1]); - curr_bt_idx[hi] = prev_bt_idx[hi-1]; - // Offload backtrace (if necessary) - if (score % PCIGAR_MAX_LENGTH == 0) { - wavefront_backtrace_offload_blocks_linear( - wf_aligner,curr_offsets,curr_pcigar,curr_bt_idx,lo,hi); +} +/* + * Exact pruning paths + */ +int wf_compute_edit_best_score( + const int pattern_length, + const int text_length, + const int k, + const wf_offset_t offset) { + // Compute best-alignment case + const int left_v = pattern_length - WAVEFRONT_V(k,offset); + const int left_h = text_length - WAVEFRONT_H(k,offset); + return (left_v >= left_h) ? left_v - left_h : left_h - left_v; +} +int wf_compute_edit_worst_score( + const int pattern_length, + const int text_length, + const int k, + const wf_offset_t offset) { + // Compute worst-alignment case + const int left_v = pattern_length - WAVEFRONT_V(k,offset); + const int left_h = text_length - WAVEFRONT_H(k,offset); + return MAX(left_v,left_h); +} +void wavefront_compute_edit_exact_prune( + wavefront_aligner_t* const wf_aligner, + wavefront_t* const wavefront) { + // Parameters + const int plen = wf_aligner->pattern_length; + const int tlen = wf_aligner->text_length; + wf_offset_t* const offsets = wavefront->offsets; + const int lo = wavefront->lo; + const int hi = wavefront->hi; + // Speculative compute if needed + if (WAVEFRONT_LENGTH(lo,hi) < 1000) return; + const int sample_k = lo + (hi-lo)/2; + const wf_offset_t sample_offset = offsets[sample_k]; + if (sample_offset < 0) return; // Unlucky null in the middle + const int smax_sample = wf_compute_edit_worst_score(plen,tlen,sample_k,offsets[sample_k]); + const int smin_lo = wf_compute_edit_best_score(plen,tlen,lo,offsets[lo]); + const int smin_hi = wf_compute_edit_best_score(plen,tlen,hi,offsets[hi]); + if (smin_lo <= smax_sample && smin_hi <= smax_sample) return; + /* + * Suggested by Heng Li as an effective exact-prunning technique + * for sequences of very different length where some diagonals + * can be proven impossible to yield better alignments. + */ + // Compute the best worst-case-alignment + int score_min_worst = INT_MAX; + int k; + for (k=lo;k<=hi;++k) { + const wf_offset_t offset = offsets[k]; + if (offset < 0) continue; // Skip nulls + // Compute worst-alignment case + const int score_worst = wf_compute_edit_worst_score(plen,tlen,k,offset); + if (score_worst < score_min_worst) score_min_worst = score_worst; + } + // Compare against the best-case-alignment (Prune from bottom) + int lo_reduced = lo; + for (k=lo;k<=hi;++k) { + // Compute best-alignment case + const wf_offset_t offset = offsets[k]; + const int score_best = wf_compute_edit_best_score(plen,tlen,k,offset); + // Compare best and worst + if (score_best <= score_min_worst) break; + ++lo_reduced; + } + wavefront->lo = lo_reduced; + // Compare against the best-case-alignment (Prune from top) + int hi_reduced = hi; + for (k=hi;k>lo_reduced;--k) { + // Compute best-alignment case + const wf_offset_t offset = offsets[k]; + const int score_best = wf_compute_edit_best_score(plen,tlen,k,offset); + // Compare best and worst + if (score_best <= score_min_worst) break; + --hi_reduced; } + wavefront->hi = hi_reduced; } /* * Compute next wavefront */ +void wavefront_compute_edit_dispatcher( + wavefront_aligner_t* const wf_aligner, + const int score, + wavefront_t* const wf_prev, + wavefront_t* const wf_curr, + const int lo, + const int hi) { + if (wf_aligner->wf_components.bt_piggyback) { + if (wf_aligner->penalties.distance_metric == indel) { + wavefront_compute_indel_idm_piggyback(wf_aligner,wf_prev,wf_curr,lo,hi,score); + } else { + wavefront_compute_edit_idm_piggyback(wf_aligner,wf_prev,wf_curr,lo,hi,score); + } + } else { + if (wf_aligner->penalties.distance_metric == indel) { + wavefront_compute_indel_idm(wf_aligner,wf_prev,wf_curr,lo,hi); + } else { + wavefront_compute_edit_idm(wf_aligner,wf_prev,wf_curr,lo,hi); + } + } +} +void wavefront_compute_edit_dispatcher_omp( + wavefront_aligner_t* const wf_aligner, + wavefront_t* const wf_prev, + wavefront_t* const wf_curr, + const int lo, + const int hi, + const int score) { + // Parameters + const int num_threads = wavefront_compute_num_threads(wf_aligner,lo,hi); + // Multithreading dispatcher + if (num_threads == 1) { + // Compute next wavefront + wavefront_compute_edit_dispatcher( + wf_aligner,score,wf_prev,wf_curr,lo,hi); + } else { +#ifdef WFA_PARALLEL + // Compute next wavefront in parallel + #pragma omp parallel num_threads(num_threads) + { + int t_lo, t_hi; + const int thread_id = omp_get_thread_num(); + const int thread_num = omp_get_num_threads(); + wavefront_compute_thread_limits(thread_id,thread_num,lo,hi,&t_lo,&t_hi); + wavefront_compute_edit_dispatcher( + wf_aligner,score,wf_prev,wf_curr,t_lo,t_hi); + } +#endif + } +} void wavefront_compute_edit( wavefront_aligner_t* const wf_aligner, const int score) { @@ -242,29 +343,28 @@ void wavefront_compute_edit( const int hi = wf_prev->hi + 1; // wf_components->historic_min_lo = min_lo; // wf_components->historic_max_hi = max_hi; + wf_prev->offsets[lo-1] = WAVEFRONT_OFFSET_NULL; wf_prev->offsets[lo] = WAVEFRONT_OFFSET_NULL; wf_prev->offsets[hi] = WAVEFRONT_OFFSET_NULL; + wf_prev->offsets[hi+1] = WAVEFRONT_OFFSET_NULL; // Allocate output wavefront - wavefront_t* const wf_curr = wavefront_slab_allocate(wf_aligner->wavefront_slab,lo-1,hi+1); + wavefront_t* const wf_curr = wavefront_slab_allocate(wf_aligner->wavefront_slab,lo-2,hi+2); wf_components->mwavefronts[score_curr] = wf_curr; wf_components->mwavefronts[score_curr]->lo = lo; wf_components->mwavefronts[score_curr]->hi = hi; - // Compute next wavefront - if (wf_aligner->wf_components.bt_piggyback) { - if (wf_aligner->penalties.distance_metric == indel) { - wavefront_compute_indel_idm_piggyback(wf_aligner,wf_prev,wf_curr,lo,hi,score); - } else { - wavefront_compute_edit_idm_piggyback(wf_aligner,wf_prev,wf_curr,lo,hi,score); - } - } else { - if (wf_aligner->penalties.distance_metric == indel) { - wavefront_compute_indel_idm(wf_aligner,wf_prev,wf_curr,lo,hi); - } else { - wavefront_compute_edit_idm(wf_aligner,wf_prev,wf_curr,lo,hi); - } + // Compute Wavefront + wavefront_compute_edit_dispatcher_omp(wf_aligner,wf_prev,wf_curr,lo,hi,score); + // Offload backtrace (if necessary) + if (wf_components->bt_piggyback && score % PCIGAR_MAX_LENGTH == 0) { + wavefront_backtrace_offload_blocks_linear( + wf_aligner,wf_curr->offsets,wf_curr->bt_pcigar,wf_curr->bt_prev,lo,hi); } // Trim wavefront ends wavefront_compute_trim_ends(wf_aligner,wf_curr); + if (wf_curr->null) wf_aligner->align_status.num_null_steps = INT_MAX; + // Exact pruning paths + if (wf_aligner->alignment_form.span == alignment_end2end && + wf_aligner->penalties.distance_metric == edit) { + wavefront_compute_edit_exact_prune(wf_aligner,wf_curr); + } } - - diff --git a/wavefront/wavefront_compute_linear.c b/wavefront/wavefront_compute_linear.c index 6788eeb3..3206fbf7 100644 --- a/wavefront/wavefront_compute_linear.c +++ b/wavefront/wavefront_compute_linear.c @@ -29,10 +29,16 @@ * DESCRIPTION: WaveFront alignment module for computing wavefronts (gap-linear) */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "utils/string_padded.h" #include "wavefront_compute.h" #include "wavefront_backtrace_offload.h" +#ifdef WFA_PARALLEL +#include +#endif + /* * Compute Kernels */ @@ -118,12 +124,44 @@ void wavefront_compute_linear_idm_piggyback( if (v > pattern_length) max = WAVEFRONT_OFFSET_NULL; out_m[k] = max; } - // Offload backtrace - wavefront_backtrace_offload_linear(wf_aligner,wavefront_set,lo,hi); } /* - * Compute next wavefront + * Compute Wavefronts (gap-linear) */ +void wavefront_compute_linear_dispatcher( + wavefront_aligner_t* const wf_aligner, + wavefront_set_t* const wavefront_set, + const int lo, + const int hi) { + // Parameters + const bool bt_piggyback = wf_aligner->wf_components.bt_piggyback; + const int num_threads = wavefront_compute_num_threads(wf_aligner,lo,hi); + // Multithreading dispatcher + if (num_threads == 1) { + // Compute next wavefront + if (bt_piggyback) { + wavefront_compute_linear_idm_piggyback(wf_aligner,wavefront_set,lo,hi); + } else { + wavefront_compute_linear_idm(wf_aligner,wavefront_set,lo,hi); + } + } else { +#ifdef WFA_PARALLEL + // Compute next wavefront in parallel + #pragma omp parallel num_threads(num_threads) + { + int t_lo, t_hi; + const int thread_id = omp_get_thread_num(); + const int thread_num = omp_get_num_threads(); + wavefront_compute_thread_limits(thread_id,thread_num,lo,hi,&t_lo,&t_hi); + if (bt_piggyback) { + wavefront_compute_linear_idm_piggyback(wf_aligner,wavefront_set,t_lo,t_hi); + } else { + wavefront_compute_linear_idm(wf_aligner,wavefront_set,t_lo,t_hi); + } + } +#endif + } +} void wavefront_compute_linear( wavefront_aligner_t* const wf_aligner, const int score) { @@ -133,24 +171,24 @@ void wavefront_compute_linear( // Check null wavefronts if (wavefront_set.in_mwavefront_misms->null && wavefront_set.in_mwavefront_open1->null) { + wf_aligner->align_status.num_null_steps++; // Increment null-steps wavefront_compute_allocate_output_null(wf_aligner,score); // Null s-wavefront return; } + wf_aligner->align_status.num_null_steps = 0; // Set limits int hi, lo; - wavefront_compute_limits(wf_aligner,&wavefront_set,&lo,&hi); + wavefront_compute_limits_input(wf_aligner,&wavefront_set,&lo,&hi); // Allocate wavefronts wavefront_compute_allocate_output(wf_aligner,&wavefront_set,score,lo,hi); // Init wavefront ends wavefront_compute_init_ends(wf_aligner,&wavefront_set,lo,hi); - // Compute next wavefront + // Compute Wavefronts + wavefront_compute_linear_dispatcher(wf_aligner,&wavefront_set,lo,hi); + // Offload backtrace (if necessary) if (wf_aligner->wf_components.bt_piggyback) { - wavefront_compute_linear_idm_piggyback(wf_aligner,&wavefront_set,lo,hi); - } else { - wavefront_compute_linear_idm(wf_aligner,&wavefront_set,lo,hi); + wavefront_backtrace_offload_linear(wf_aligner,&wavefront_set,lo,hi); } - // Trim wavefront ends - wavefront_compute_trim_ends_set(wf_aligner,&wavefront_set); + // Process wavefront ends + wavefront_compute_process_ends(wf_aligner,&wavefront_set,score); } - - diff --git a/wavefront/wavefront_debug.c b/wavefront/wavefront_debug.c index 7fe88225..41425a8d 100644 --- a/wavefront/wavefront_debug.c +++ b/wavefront/wavefront_debug.c @@ -32,6 +32,7 @@ #include "utils/commons.h" #include "wavefront_debug.h" #include "wavefront_align.h" +#include "wavefront_compute.h" /* * Checks @@ -48,7 +49,7 @@ bool wavefront_check_alignment( alignment_match_funct_t match_funct = wf_aligner->match_funct; void* match_funct_arguments = wf_aligner->match_funct_arguments; // CIGAR - cigar_t* const cigar = &wf_aligner->cigar; + cigar_t* const cigar = wf_aligner->cigar; char* const operations = cigar->operations; const int begin_offset = cigar->begin_offset; const int end_offset = cigar->end_offset; @@ -94,7 +95,7 @@ bool wavefront_check_alignment( ++pattern_pos; break; default: - fprintf(stderr,"[WFA::Check] Unknown edit operation '%c'\n",operations[i]); + fprintf(stream,"[WFA::Check] Unknown edit operation '%c'\n",operations[i]); exit(1); break; } @@ -120,21 +121,33 @@ bool wavefront_check_alignment( */ void wavefront_report_lite( FILE* const stream, - wavefront_aligner_t* const wf_aligner, - const char* const pattern, - const int pattern_length, - const char* const text, - const int text_length, - const int wf_status, - const uint64_t wf_memory_used) { + wavefront_aligner_t* const wf_aligner) { + // Parameters + const char* const pattern = wf_aligner->pattern; + const int pattern_length = wf_aligner->pattern_length; + const char* const text = wf_aligner->text; + const int text_length = wf_aligner->text_length; + const int status = wf_aligner->align_status.status; + const uint64_t memory_used = wf_aligner->align_status.memory_used; + // Banner fprintf(stream,"[WFA::Debug]"); // Sequences - fprintf(stream,"\t%d",-wf_aligner->cigar.score); + const int score = wavefront_compute_classic_score( + wf_aligner,wf_aligner->pattern_length, + wf_aligner->text_length,wf_aligner->cigar->score); + fprintf(stream,"\t%d",score); fprintf(stream,"\t%d\t%d",pattern_length,text_length); - fprintf(stream,"\t%s",(wf_status==0) ? "OK" : "FAIL"); + fprintf(stream,"\t%s",(status==0) ? "OK" : "FAIL"); fprintf(stream,"\t%2.3f",TIMER_GET_TOTAL_MS(&wf_aligner->system.timer)); - fprintf(stream,"\t%luMB\t",CONVERT_B_TO_MB(wf_memory_used)); - cigar_print(stream,&wf_aligner->cigar,true); + fprintf(stream,"\t%luMB\t",CONVERT_B_TO_MB(memory_used)); + fprintf(stream,"["); + wavefront_aligner_print_type(stream,wf_aligner); + fprintf(stream,","); + wavefront_aligner_print_scope(stream,wf_aligner); + fprintf(stream,","); + wavefront_penalties_print(stream,&wf_aligner->penalties); + fprintf(stream,"]\t"); + cigar_print(stream,wf_aligner->cigar,true); if (wf_aligner->match_funct != NULL) { fprintf(stream,"\t-\t-"); } else { @@ -150,38 +163,29 @@ void wavefront_report_verbose_begin( const char* const text, const int text_length) { // Input sequences - fprintf(stream,"[WFA::Debug] WFA-Alignment\n"); + fprintf(stream,"[WFA::Report::Begin] ["); + wavefront_aligner_print_type(stream,wf_aligner); + fprintf(stream,"]-Alignment (obj=%p)\n",wf_aligner); if (wf_aligner->match_funct != NULL) { - fprintf(stream,"[WFA::Debug]\tPattern\t%d\tcustom-funct()\n",pattern_length); - fprintf(stream,"[WFA::Debug]\tText\t%d\tcustom-funct()\n",text_length); + fprintf(stream,"[WFA::Report]\tPattern\t%d\tcustom-funct()\n",pattern_length); + fprintf(stream,"[WFA::Report]\tText\t%d\tcustom-funct()\n",text_length); } else { - fprintf(stream,"[WFA::Debug]\tPattern\t%d\t%.*s\n",pattern_length,pattern_length,pattern); - fprintf(stream,"[WFA::Debug]\tText\t%d\t%.*s\n",text_length,text_length,text); + fprintf(stream,"[WFA::Report]\tPattern\t%d\t%.*s\n",pattern_length,pattern_length,pattern); + fprintf(stream,"[WFA::Report]\tText\t%d\t%.*s\n",text_length,text_length,text); } // Alignment scope/form - fprintf(stream,"[WFA::Debug]\tScope\t%s\n", - (wf_aligner->alignment_scope == compute_score) ? "score" : "alignment"); - if (wf_aligner->alignment_form.span == alignment_end2end) { - fprintf(stream,"[WFA::Debug]\tForm\t(end2end)\n"); - } else { - fprintf(stream,"[WFA::Debug]\tForm\t(endsfree,%d,%d,%d,%d)\n", - wf_aligner->alignment_form.pattern_begin_free, - wf_aligner->alignment_form.pattern_end_free, - wf_aligner->alignment_form.text_begin_free, - wf_aligner->alignment_form.text_end_free); - } - fprintf(stream,"[WFA::Debug]\tMax-score\t%d\n", - wf_aligner->alignment_form.max_alignment_score); + fprintf(stream,"[WFA::Report]\tScope="); + wavefront_aligner_print_scope(stream,wf_aligner); + fprintf(stream," Max-score=%d", + wf_aligner->system.max_alignment_score); // Penalties - fprintf(stream,"[WFA::Debug]\tPenalties\t"); - wavefronts_penalties_print(stream,&wf_aligner->penalties); - fprintf(stream,"\n"); + fprintf(stream," Penalties="); + wavefront_penalties_print(stream,&wf_aligner->penalties); // Heuristic - fprintf(stream,"[WFA::Debug]\tHeuristic\t"); + fprintf(stream," Heuristic="); wavefront_heuristic_print(stream,&wf_aligner->heuristic); - fprintf(stream,"\n"); // Memory mode - fprintf(stream,"[WFA::Debug]\tMemory.mode\t(%d,%luMB,%luMB,%luMB)\n", + fprintf(stream," Memory.mode=(%d,%luMB,%luMB,%luMB)\n", wf_aligner->memory_mode, CONVERT_B_TO_MB(wf_aligner->system.max_memory_compact), CONVERT_B_TO_MB(wf_aligner->system.max_memory_resident), @@ -189,22 +193,24 @@ void wavefront_report_verbose_begin( } void wavefront_report_verbose_end( FILE* const stream, - wavefront_aligner_t* const wf_aligner, - const int wf_status, - const uint64_t wf_memory_used) { - fprintf(stream,"[WFA::Debug]\tFinish.status\t%d\n",wf_status); - fprintf(stream,"[WFA::Debug]\tTime.taken\t"); + wavefront_aligner_t* const wf_aligner) { + // Finish report + fprintf(stream,"[WFA::Report::End]\tFinish.status=%d",wf_aligner->align_status.status); + fprintf(stream," Time.taken="); timer_print_total(stream,&wf_aligner->system.timer); - fprintf(stream,"\n"); - fprintf(stream,"[WFA::Debug]\tMemory.used\t%luMB\n",CONVERT_B_TO_MB(wf_memory_used)); - fprintf(stream,"[WFA::Debug]\tWFA.score\t%d\n",-wf_aligner->cigar.score); - fprintf(stream,"[WFA::Debug]\tWFA.cigar\t"); - cigar_print(stream,&wf_aligner->cigar,true); - fprintf(stream,"\n"); - fprintf(stream,"[WFA::Debug]\tWFA.components (wfs=%d,maxlo=%d,maxhi=%d)\n", + fprintf(stream," Memory.used=%luMB", + CONVERT_B_TO_MB(wf_aligner->align_status.memory_used)); + fprintf(stream," WFA.components=(wfs=%d,maxlo=%d,maxhi=%d)", wf_aligner->wf_components.num_wavefronts, wf_aligner->wf_components.historic_min_lo, wf_aligner->wf_components.historic_max_hi); + const int score = wavefront_compute_classic_score( + wf_aligner,wf_aligner->pattern_length, + wf_aligner->text_length,wf_aligner->cigar->score); + fprintf(stream," WFA.score=%d",score); + fprintf(stream," WFA.cigar="); + cigar_print(stream,wf_aligner->cigar,true); + fprintf(stream,"\n"); } /* * Debug @@ -215,41 +221,37 @@ void wavefront_debug_prologue( const int pattern_length, const char* const text, const int text_length) { - if (wf_aligner->system.verbose >= 2) { + // Check verbose level + if (wf_aligner->system.verbose >= 1) { timer_start(&wf_aligner->system.timer); - if (wf_aligner->system.verbose >= 3) { - wavefront_report_verbose_begin(stderr,wf_aligner,pattern,pattern_length,text,text_length); + if (wf_aligner->system.verbose >= 4) { + wavefront_report_verbose_begin(stderr,wf_aligner, + pattern,pattern_length,text,text_length); } } } void wavefront_debug_epilogue( - wavefront_aligner_t* const wf_aligner, - const char* const pattern, - const int pattern_length, - const char* const text, - const int text_length, - const int wf_align_status, - const uint64_t wf_memory_used) { - if (wf_aligner->system.verbose >= 2) { + wavefront_aligner_t* const wf_aligner) { + // Print Summary + if (wf_aligner->system.verbose >= 1) { timer_stop(&wf_aligner->system.timer); - if (wf_aligner->system.verbose == 2) { - wavefront_report_lite(stderr,wf_aligner, - pattern,pattern_length,text,text_length, - wf_align_status,wf_memory_used); - } else { - wavefront_report_verbose_end(stderr, - wf_aligner,wf_align_status,wf_memory_used); + if (wf_aligner->system.verbose >= 4) { + wavefront_report_verbose_end(stderr,wf_aligner); } + wavefront_report_lite(stderr,wf_aligner); } +} +/* + * Check + */ +void wavefront_debug_check_correct( + wavefront_aligner_t* const wf_aligner) { + // Check correct if (wf_aligner->system.check_alignment_correct && - wf_align_status == WF_STATUS_SUCCESSFUL && - wf_aligner->alignment_scope == compute_score) { + wf_aligner->align_status.status == WF_STATUS_SUCCESSFUL && + wf_aligner->alignment_scope == compute_alignment) { if (!wavefront_check_alignment(stderr,wf_aligner)) { - fprintf(stderr,"[WFA::Check] Alignment incorrect\n"); - wavefront_report_verbose_begin(stderr,wf_aligner, - pattern,pattern_length,text,text_length); - wavefront_report_verbose_end(stderr,wf_aligner, - wf_align_status,wf_memory_used); + fprintf(stderr,"[WFA::Check] Error: Alignment incorrect\n"); exit(1); } } diff --git a/wavefront/wavefront_debug.h b/wavefront/wavefront_debug.h index 3ef033c9..1bdb8532 100644 --- a/wavefront/wavefront_debug.h +++ b/wavefront/wavefront_debug.h @@ -44,12 +44,12 @@ void wavefront_debug_prologue( const char* const text, const int text_length); void wavefront_debug_epilogue( - wavefront_aligner_t* const wf_aligner, - const char* const pattern, - const int pattern_length, - const char* const text, - const int text_length, - const int wf_status, - const uint64_t wf_memory_used); + wavefront_aligner_t* const wf_aligner); + +/* + * Check + */ +void wavefront_debug_check_correct( + wavefront_aligner_t* const wf_aligner); #endif /* WAVEFRONT_DEBUG_H_ */ diff --git a/wavefront/wavefront_display.c b/wavefront/wavefront_display.c index baf659c9..a735686f 100644 --- a/wavefront/wavefront_display.c +++ b/wavefront/wavefront_display.c @@ -29,6 +29,8 @@ * DESCRIPTION: WaveFront-Alignment module for display and report */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "wavefront_display.h" #include "wavefront_aligner.h" #include "wavefront_compute.h" @@ -172,7 +174,7 @@ void wavefront_display_print_header_component( wavefront_t* const wavefront, char* const wavefront_id, const int bt_length) { - fprintf(stream,"[ %s]",wavefront_id); + fprintf(stream,"[%s]",wavefront_id); if (bt_length > 0) { if (wavefront!=NULL && bt_length >= 10) { PRINT_CHAR_REP(stream,' ',bt_length-10); diff --git a/wavefront/wavefront_display.h b/wavefront/wavefront_display.h index ab0c092e..38c65ef8 100644 --- a/wavefront/wavefront_display.h +++ b/wavefront/wavefront_display.h @@ -32,8 +32,6 @@ #ifndef WAVEFRONT_DISPLAY_H_ #define WAVEFRONT_DISPLAY_H_ -#include "utils/commons.h" - // Wavefront ahead definition typedef struct _wavefront_aligner_t wavefront_aligner_t; diff --git a/wavefront/wavefront_extend.c b/wavefront/wavefront_extend.c index 3e097d65..945f278b 100644 --- a/wavefront/wavefront_extend.c +++ b/wavefront/wavefront_extend.c @@ -29,38 +29,104 @@ * DESCRIPTION: WaveFront-Alignment module for the "extension" of exact matches */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "utils/string_padded.h" #include "wavefront_extend.h" #include "wavefront_align.h" #include "wavefront_compute.h" #include "wavefront_heuristic.h" +#ifdef WFA_PARALLEL +#include +#endif + /* - * Wavefront check termination (detect end of alignment) + * Termination (detect end of alignment) */ bool wavefront_extend_end2end_check_termination( wavefront_aligner_t* const wf_aligner, - wavefront_t* const mwavefront) { + wavefront_t* const mwavefront, + const int score, + const int score_mod) { // Parameters const int pattern_length = wf_aligner->pattern_length; const int text_length = wf_aligner->text_length; - // Check wavefront limits - wf_offset_t* const offsets = mwavefront->offsets; - const int alignment_k = WAVEFRONT_DIAGONAL(text_length,pattern_length); - if (mwavefront->lo > alignment_k || alignment_k > mwavefront->hi) return false; // Not done - // Check offset - const wf_offset_t offset = offsets[alignment_k]; - const wf_offset_t alignment_offset = WAVEFRONT_OFFSET(text_length,pattern_length); - if (offset < alignment_offset) return false; // Not done - // We are done - mwavefront->k_alignment_end = alignment_k; - return true; + const affine2p_matrix_type component_end = wf_aligner->component_end; + const int alignment_k = DPMATRIX_DIAGONAL(text_length,pattern_length); + const wf_offset_t alignment_offset = DPMATRIX_OFFSET(text_length,pattern_length); + // Select end component + switch (component_end) { + case affine2p_matrix_M: { + // Check diagonal/offset + if (mwavefront->lo > alignment_k || alignment_k > mwavefront->hi) return false; // Not done + const wf_offset_t moffset = mwavefront->offsets[alignment_k]; + if (moffset < alignment_offset) return false; // Not done + // We are done + wf_aligner->alignment_end_pos.score = score; + wf_aligner->alignment_end_pos.k = alignment_k; + wf_aligner->alignment_end_pos.offset = alignment_offset; + return true; + } + case affine2p_matrix_I1: { + // Fetch I1-wavefront & check diagonal/offset + wavefront_t* const i1wavefront = wf_aligner->wf_components.i1wavefronts[score_mod]; + if (i1wavefront == NULL || i1wavefront->lo > alignment_k || alignment_k > i1wavefront->hi) return false; // Not done + const wf_offset_t i1offset = i1wavefront->offsets[alignment_k]; + if (i1offset < alignment_offset) return false; // Not done + // We are done + wf_aligner->alignment_end_pos.score = score; + wf_aligner->alignment_end_pos.k = alignment_k; + wf_aligner->alignment_end_pos.offset = alignment_offset; + return true; + } + case affine2p_matrix_I2: { + // Fetch I2-wavefront & check diagonal/offset + wavefront_t* const i2wavefront = wf_aligner->wf_components.i2wavefronts[score_mod]; + if (i2wavefront == NULL || i2wavefront->lo > alignment_k || alignment_k > i2wavefront->hi) return false; // Not done + const wf_offset_t i2offset = i2wavefront->offsets[alignment_k]; + if (i2offset < alignment_offset) return false; // Not done + // We are done + wf_aligner->alignment_end_pos.score = score; + wf_aligner->alignment_end_pos.k = alignment_k; + wf_aligner->alignment_end_pos.offset = alignment_offset; + return true; + } + case affine2p_matrix_D1: { + // Fetch D1-wavefront & check diagonal/offset + wavefront_t* const d1wavefront = wf_aligner->wf_components.d1wavefronts[score_mod]; + if (d1wavefront == NULL || d1wavefront->lo > alignment_k || alignment_k > d1wavefront->hi) return false; // Not done + const wf_offset_t d1offset = d1wavefront->offsets[alignment_k]; + if (d1offset < alignment_offset) return false; // Not done + // We are done + wf_aligner->alignment_end_pos.score = score; + wf_aligner->alignment_end_pos.k = alignment_k; + wf_aligner->alignment_end_pos.offset = alignment_offset; + return true; + } + case affine2p_matrix_D2: { + // Fetch D2-wavefront & check diagonal/offset + wavefront_t* const d2wavefront = wf_aligner->wf_components.d2wavefronts[score_mod]; + if (d2wavefront == NULL || d2wavefront->lo > alignment_k || alignment_k > d2wavefront->hi) return false; // Not done + const wf_offset_t d2offset = d2wavefront->offsets[alignment_k]; + if (d2offset < alignment_offset) return false; // Not done + // We are done + wf_aligner->alignment_end_pos.score = score; + wf_aligner->alignment_end_pos.k = alignment_k; + wf_aligner->alignment_end_pos.offset = alignment_offset; + return true; + } + default: + break; + } + return false; } bool wavefront_extend_endsfree_check_termination( wavefront_aligner_t* const wf_aligner, wavefront_t* const mwavefront, - const wf_offset_t offset, - const int k) { + const int score, + const int k, + const wf_offset_t offset) { // Parameters const int pattern_length = wf_aligner->pattern_length; const int text_length = wf_aligner->text_length; @@ -72,7 +138,14 @@ bool wavefront_extend_endsfree_check_termination( const int pattern_left = pattern_length - v_pos; const int pattern_end_free = wf_aligner->alignment_form.pattern_end_free; if (pattern_left <= pattern_end_free) { - mwavefront->k_alignment_end = k; + #ifdef WFA_PARALLEL + #pragma omp critical + #endif + { + wf_aligner->alignment_end_pos.score = score; + wf_aligner->alignment_end_pos.k = k; + wf_aligner->alignment_end_pos.offset = offset; + } return true; // Quit (we are done) } } @@ -81,80 +154,124 @@ bool wavefront_extend_endsfree_check_termination( const int text_left = text_length - h_pos; const int text_end_free = wf_aligner->alignment_form.text_end_free; if (text_left <= text_end_free) { - mwavefront->k_alignment_end = k; + #ifdef WFA_PARALLEL + #pragma omp critical + #endif + { + wf_aligner->alignment_end_pos.score = score; + wf_aligner->alignment_end_pos.k = k; + wf_aligner->alignment_end_pos.offset = offset; + } return true; // Quit (we are done) } } // Not done return false; } +/* + * Extend kernel + */ +FORCE_INLINE wf_offset_t wavefront_extend_matches_packed_kernel( + wavefront_aligner_t* const wf_aligner, + const int k, + wf_offset_t offset) { + // Fetch pattern/text blocks + uint64_t* pattern_blocks = (uint64_t*)(wf_aligner->pattern+WAVEFRONT_V(k,offset)); + uint64_t* text_blocks = (uint64_t*)(wf_aligner->text+WAVEFRONT_H(k,offset)); + // Compare 64-bits blocks + uint64_t cmp = *pattern_blocks ^ *text_blocks; + while (__builtin_expect(cmp==0,0)) { + // Increment offset (full block) + offset += 8; + // Next blocks + ++pattern_blocks; + ++text_blocks; + // Compare + cmp = *pattern_blocks ^ *text_blocks; + } + // Count equal characters + const int equal_right_bits = __builtin_ctzl(cmp); + const int equal_chars = DIV_FLOOR(equal_right_bits,8); + offset += equal_chars; + // Return extended offset + return offset; +} /* * Wavefront offset extension comparing characters + * Remember: + * - No offset is out of boundaries !(h>tlen,v>plen) + * - if (h==tlen,v==plen) extension won't increment (sentinels) */ -bool wavefront_extend_matches_packed( +FORCE_NO_INLINE void wavefront_extend_matches_packed_end2end( + wavefront_aligner_t* const wf_aligner, + wavefront_t* const mwavefront, + const int lo, + const int hi) { + wf_offset_t* const offsets = mwavefront->offsets; + int k; + for (k=lo;k<=hi;++k) { + // Fetch offset + const wf_offset_t offset = offsets[k]; + if (offset == WAVEFRONT_OFFSET_NULL) continue; + // Extend offset + offsets[k] = wavefront_extend_matches_packed_kernel(wf_aligner,k,offset); + } +} +FORCE_NO_INLINE wf_offset_t wavefront_extend_matches_packed_max( wavefront_aligner_t* const wf_aligner, + wavefront_t* const mwavefront, + const int lo, + const int hi) { + wf_offset_t* const offsets = mwavefront->offsets; + wf_offset_t max_antidiag = 0; + int k; + for (k=lo;k<=hi;++k) { + // Fetch offset + const wf_offset_t offset = offsets[k]; + if (offset == WAVEFRONT_OFFSET_NULL) continue; + // Extend offset + offsets[k] = wavefront_extend_matches_packed_kernel(wf_aligner,k,offset); + // Compute max + const wf_offset_t antidiag = WAVEFRONT_ANTIDIAGONAL(k,offsets[k]); + if (max_antidiag < antidiag) max_antidiag = antidiag; + } + return max_antidiag; +} +FORCE_NO_INLINE bool wavefront_extend_matches_packed_endsfree( + wavefront_aligner_t* const wf_aligner, + wavefront_t* const mwavefront, const int score, - const bool endsfree) { - // Fetch m-wavefront - wavefront_t* const mwavefront = wf_aligner->wf_components.mwavefronts[score]; - if (mwavefront==NULL) return false; - // Extend diagonally each wavefront point + const int lo, + const int hi) { wf_offset_t* const offsets = mwavefront->offsets; - const int lo = mwavefront->lo; - const int hi = mwavefront->hi; int k; for (k=lo;k<=hi;++k) { - // Check offset & positions - // - No offset should be out of boundaries !(h>tlen,v>plen) - // - if (h==tlen,v==plen) extension won't increment (sentinels) + // Fetch offset wf_offset_t offset = offsets[k]; if (offset == WAVEFRONT_OFFSET_NULL) continue; - // Fetch pattern/text blocks - uint64_t* pattern_blocks = (uint64_t*)(wf_aligner->pattern+WAVEFRONT_V(k,offset)); - uint64_t* text_blocks = (uint64_t*)(wf_aligner->text+WAVEFRONT_H(k,offset)); - // Compare 64-bits blocks - uint64_t cmp = *pattern_blocks ^ *text_blocks; - while (__builtin_expect(cmp==0,0)) { - // Increment offset (full block) - offset += 8; - // Next blocks - ++pattern_blocks; - ++text_blocks; - // Compare - cmp = *pattern_blocks ^ *text_blocks; - } - // Count equal characters - const int equal_right_bits = __builtin_ctzl(cmp); - const int equal_chars = DIV_FLOOR(equal_right_bits,8); - offset += equal_chars; - // Update offset + // Extend offset + offset = wavefront_extend_matches_packed_kernel(wf_aligner,k,offset); offsets[k] = offset; // Check ends-free reaching boundaries - if (endsfree && wavefront_extend_endsfree_check_termination(wf_aligner,mwavefront,offset,k)) { + if (wavefront_extend_endsfree_check_termination(wf_aligner,mwavefront,score,k,offset)) { return true; // Quit (we are done) } } - // Check end-to-end finished - if (!endsfree) { - return wavefront_extend_end2end_check_termination(wf_aligner,mwavefront); - } // Alignment not finished return false; } bool wavefront_extend_matches_custom( wavefront_aligner_t* const wf_aligner, + wavefront_t* const mwavefront, const int score, + const int lo, + const int hi, const bool endsfree) { - // Fetch m-wavefront - wavefront_t* const mwavefront = wf_aligner->wf_components.mwavefronts[score]; - if (mwavefront==NULL) return false; // Parameters (custom matching function) alignment_match_funct_t match_funct = wf_aligner->match_funct; void* const func_arguments = wf_aligner->match_funct_arguments; // Extend diagonally each wavefront point wf_offset_t* const offsets = mwavefront->offsets; - const int lo = mwavefront->lo; - const int hi = mwavefront->hi; int k; for (k=lo;k<=hi;++k) { // Check offset @@ -169,83 +286,231 @@ bool wavefront_extend_matches_custom( // Update offset offsets[k] = offset; // Check ends-free reaching boundaries - if (endsfree && wavefront_extend_endsfree_check_termination(wf_aligner,mwavefront,offset,k)) { + if (endsfree && wavefront_extend_endsfree_check_termination(wf_aligner,mwavefront,score,k,offset)) { return true; // Quit (we are done) } } - // Check end-to-end finished - if (!endsfree) { - return wavefront_extend_end2end_check_termination(wf_aligner,mwavefront); - } // Alignment not finished return false; } /* * Wavefront exact "extension" */ -bool wavefront_extend_end2end( +int wavefront_extend_end2end_max( wavefront_aligner_t* const wf_aligner, - int score) { - // Modular wavefront - if (wf_aligner->wf_components.memory_modular) score = score % wf_aligner->wf_components.max_score_scope; - // Extend wavefront - const bool end_reached = wavefront_extend_matches_packed(wf_aligner,score,false); + const int score, + int* const max_antidiagonal) { + // Compute score + const bool memory_modular = wf_aligner->wf_components.memory_modular; + const int max_score_scope = wf_aligner->wf_components.max_score_scope; + const int score_mod = (memory_modular) ? score % max_score_scope : score; + *max_antidiagonal = 0; // Init + // Fetch m-wavefront + wavefront_t* const mwavefront = wf_aligner->wf_components.mwavefronts[score_mod]; + if (mwavefront == NULL) { + // Check alignment feasibility (for heuristic variants that can lead to no solution) + if (wf_aligner->align_status.num_null_steps > wf_aligner->wf_components.max_score_scope) { + wf_aligner->align_status.status = WF_STATUS_UNFEASIBLE; + wf_aligner->align_status.score = score; + return 1; // Done + } + return 0; // Not done + } + // Multithreading dispatcher + const int lo = mwavefront->lo; + const int hi = mwavefront->hi; + wf_offset_t max_antidiag = 0; + const int num_threads = wavefront_compute_num_threads(wf_aligner,lo,hi); + if (num_threads == 1) { + // Extend wavefront + max_antidiag = wavefront_extend_matches_packed_max(wf_aligner,mwavefront,lo,hi); + } else { +#ifdef WFA_PARALLEL + // Extend wavefront in parallel + #pragma omp parallel num_threads(num_threads) + { + int t_lo, t_hi; + wavefront_compute_thread_limits( + omp_get_thread_num(),omp_get_num_threads(),lo,hi,&t_lo,&t_hi); + wf_offset_t t_max_antidiag = wavefront_extend_matches_packed_max(wf_aligner,mwavefront,t_lo,t_hi); + #ifdef WFA_PARALLEL + #pragma omp critical + #endif + { + if (t_max_antidiag > max_antidiag) max_antidiag = t_max_antidiag; + } + } +#endif + } + // Check end-to-end finished + const bool end_reached = wavefront_extend_end2end_check_termination(wf_aligner,mwavefront,score,score_mod); if (end_reached) { - wf_aligner->align_status.status = WF_STATUS_SUCCESSFUL; - return true; // Done + wf_aligner->align_status.status = WF_STATUS_END_REACHED; + wf_aligner->align_status.score = score; + return 1; // Done } // Cut-off wavefront heuristically if (wf_aligner->heuristic.strategy != wf_heuristic_none) { - const bool alignment_dropped = wavefront_heuristic_cufoff(wf_aligner,score); - if (alignment_dropped) { - wf_aligner->align_status.status = WF_STATUS_HEURISTICALY_DROPPED; - return true; // Done + wavefront_heuristic_cufoff(wf_aligner,score,score_mod); + } + *max_antidiagonal = max_antidiag; + return 0; // Not done +} +int wavefront_extend_end2end( + wavefront_aligner_t* const wf_aligner, + const int score) { + // Compute score + const bool memory_modular = wf_aligner->wf_components.memory_modular; + const int max_score_scope = wf_aligner->wf_components.max_score_scope; + const int score_mod = (memory_modular) ? score % max_score_scope : score; + // Fetch m-wavefront + wavefront_t* const mwavefront = wf_aligner->wf_components.mwavefronts[score_mod]; + if (mwavefront == NULL) { + // Check alignment feasibility (for heuristic variants that can lead to no solution) + if (wf_aligner->align_status.num_null_steps > wf_aligner->wf_components.max_score_scope) { + wf_aligner->align_status.status = WF_STATUS_UNFEASIBLE; + wf_aligner->align_status.score = score; + return 1; // Done + } + return 0; // Not done + } + // Multithreading dispatcher + const int lo = mwavefront->lo; + const int hi = mwavefront->hi; + bool end_reached = false; + const int num_threads = wavefront_compute_num_threads(wf_aligner,lo,hi); + if (num_threads == 1) { + // Extend wavefront + wavefront_extend_matches_packed_end2end(wf_aligner,mwavefront,lo,hi); + } else { +#ifdef WFA_PARALLEL + // Extend wavefront in parallel + #pragma omp parallel num_threads(num_threads) + { + int t_lo, t_hi; + wavefront_compute_thread_limits( + omp_get_thread_num(),omp_get_num_threads(),lo,hi,&t_lo,&t_hi); + wavefront_extend_matches_packed_end2end(wf_aligner,mwavefront,t_lo,t_hi); } +#endif + } + // Check end-to-end finished + end_reached = wavefront_extend_end2end_check_termination(wf_aligner,mwavefront,score,score_mod); + if (end_reached) { + wf_aligner->align_status.status = WF_STATUS_END_REACHED; + wf_aligner->align_status.score = score; + return 1; // Done } - return false; // Not done + // Cut-off wavefront heuristically + if (wf_aligner->heuristic.strategy != wf_heuristic_none) { + wavefront_heuristic_cufoff(wf_aligner,score,score_mod); + } + return 0; // Not done } -bool wavefront_extend_endsfree( +int wavefront_extend_endsfree( wavefront_aligner_t* const wf_aligner, - int score) { + const int score) { // Modular wavefront - if (wf_aligner->wf_components.memory_modular) score = score % wf_aligner->wf_components.max_score_scope; - // Extend wavefront - const bool end_reached = wavefront_extend_matches_packed(wf_aligner,score,true); + const bool memory_modular = wf_aligner->wf_components.memory_modular; + const int max_score_scope = wf_aligner->wf_components.max_score_scope; + const int score_mod = (memory_modular) ? score % max_score_scope : score; + // Fetch m-wavefront + wavefront_t* const mwavefront = wf_aligner->wf_components.mwavefronts[score_mod]; + if (mwavefront == NULL) { + // Check alignment feasibility (for heuristic variants that can lead to no solution) + if (wf_aligner->align_status.num_null_steps > wf_aligner->wf_components.max_score_scope) { + wf_aligner->align_status.status = WF_STATUS_UNFEASIBLE; + wf_aligner->align_status.score = score; + return 1; // Done + } + return 0; // Not done + } + // Multithreading dispatcher + const int lo = mwavefront->lo; + const int hi = mwavefront->hi; + bool end_reached = false; + const int num_threads = wavefront_compute_num_threads(wf_aligner,lo,hi); + if (num_threads == 1) { + // Extend wavefront + end_reached = wavefront_extend_matches_packed_endsfree(wf_aligner,mwavefront,score,lo,hi); + } else { +#ifdef WFA_PARALLEL + // Extend wavefront in parallel + #pragma omp parallel num_threads(num_threads) + { + int t_lo, t_hi; + wavefront_compute_thread_limits( + omp_get_thread_num(),omp_get_num_threads(),lo,hi,&t_lo,&t_hi); + if (wavefront_extend_matches_packed_endsfree(wf_aligner,mwavefront,score,t_lo,t_hi)) { + end_reached = true; + } + } +#endif + } if (end_reached) { - wf_aligner->align_status.status = WF_STATUS_SUCCESSFUL; - return true; // Done + wf_aligner->align_status.status = WF_STATUS_END_REACHED; + wf_aligner->align_status.score = score; + return 1; // Done } // Cut-off wavefront heuristically if (wf_aligner->heuristic.strategy != wf_heuristic_none) { - const bool alignment_dropped = wavefront_heuristic_cufoff(wf_aligner,score); - if (alignment_dropped) { - wf_aligner->align_status.status = WF_STATUS_HEURISTICALY_DROPPED; - return true; // Done - } + wavefront_heuristic_cufoff(wf_aligner,score,score_mod); } - return false; // Not done + return 0; // Not done } -bool wavefront_extend_custom( +int wavefront_extend_custom( wavefront_aligner_t* const wf_aligner, - int score) { - // Modular wavefront - if (wf_aligner->wf_components.memory_modular) score = score % wf_aligner->wf_components.max_score_scope; - // Extend wavefront + const int score) { + // Compute score + const bool memory_modular = wf_aligner->wf_components.memory_modular; + const int max_score_scope = wf_aligner->wf_components.max_score_scope; + const int score_mod = (memory_modular) ? score % max_score_scope : score; + // Fetch m-wavefront + wavefront_t* const mwavefront = wf_aligner->wf_components.mwavefronts[score_mod]; + if (mwavefront == NULL) { + // Check alignment feasibility (for heuristic variants that can lead to no solution) + if (wf_aligner->align_status.num_null_steps > wf_aligner->wf_components.max_score_scope) { + wf_aligner->align_status.status = WF_STATUS_UNFEASIBLE; + wf_aligner->align_status.score = score; + return 1; // Done + } + return 0; // Not done + } + // Multithreading dispatcher const bool endsfree = (wf_aligner->alignment_form.span == alignment_endsfree); - const bool end_reached = wavefront_extend_matches_custom(wf_aligner,score,endsfree); + const int lo = mwavefront->lo; + const int hi = mwavefront->hi; + bool end_reached = false; + const int num_threads = wavefront_compute_num_threads(wf_aligner,lo,hi); + if (num_threads == 1) { + // Extend wavefront + end_reached = wavefront_extend_matches_custom(wf_aligner,mwavefront,score,lo,hi,endsfree); + } else { +#ifdef WFA_PARALLEL + // Extend wavefront in parallel + #pragma omp parallel num_threads(num_threads) + { + int t_lo, t_hi; + wavefront_compute_thread_limits( + omp_get_thread_num(),omp_get_num_threads(),lo,hi,&t_lo,&t_hi); + if (wavefront_extend_matches_custom(wf_aligner,mwavefront,score,t_lo,t_hi,endsfree)) { + end_reached = true; + } + } +#endif + } + // Check end-to-end finished + if (!endsfree) { + end_reached = wavefront_extend_end2end_check_termination(wf_aligner,mwavefront,score,score_mod); + } if (end_reached) { - wf_aligner->align_status.status = WF_STATUS_SUCCESSFUL; - return true; // Done + wf_aligner->align_status.status = WF_STATUS_END_REACHED; + wf_aligner->align_status.score = score; + return 1; // Done } // Cut-off wavefront heuristically if (wf_aligner->heuristic.strategy != wf_heuristic_none) { - const bool alignment_dropped = wavefront_heuristic_cufoff(wf_aligner,score); - if (alignment_dropped) { - wf_aligner->align_status.status = WF_STATUS_HEURISTICALY_DROPPED; - return true; // Done - } + wavefront_heuristic_cufoff(wf_aligner,score,score_mod); } - return false; // Not done + return 0; // Not done } - - diff --git a/wavefront/wavefront_extend.h b/wavefront/wavefront_extend.h index 3f2b1ec1..93455896 100644 --- a/wavefront/wavefront_extend.h +++ b/wavefront/wavefront_extend.h @@ -37,14 +37,18 @@ /* * Wavefront exact "extension" */ -bool wavefront_extend_end2end( +int wavefront_extend_end2end( wavefront_aligner_t* const wf_aligner, - int score); -bool wavefront_extend_endsfree( + const int score); +int wavefront_extend_end2end_max( wavefront_aligner_t* const wf_aligner, - int score); -bool wavefront_extend_custom( + const int score, + int* const max_antidiagonal); +int wavefront_extend_endsfree( wavefront_aligner_t* const wf_aligner, - int score); + const int score); +int wavefront_extend_custom( + wavefront_aligner_t* const wf_aligner, + const int score); #endif /* WAVEFRONT_EXTEND_H_ */ diff --git a/wavefront/wavefront_heuristic.c b/wavefront/wavefront_heuristic.c index a001ad91..51d414c2 100644 --- a/wavefront/wavefront_heuristic.c +++ b/wavefront/wavefront_heuristic.c @@ -29,6 +29,8 @@ * DESCRIPTION: Support functions for wavefront heuristic strategies */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "wavefront_heuristic.h" #include "wavefront_aligner.h" @@ -39,32 +41,24 @@ void wavefront_heuristic_set_none( wavefront_heuristic_t* const wf_heuristic) { wf_heuristic->strategy = wf_heuristic_none; } -void wavefront_heuristic_set_banded_static( - wavefront_heuristic_t* const wf_heuristic, - const int band_min_k, - const int band_max_k) { - wf_heuristic->strategy |= wf_heuristic_banded_static; - wf_heuristic->min_k = band_min_k; - wf_heuristic->max_k = band_max_k; -} -void wavefront_heuristic_set_banded_adaptive( +void wavefront_heuristic_set_wfadaptive( wavefront_heuristic_t* const wf_heuristic, - const int band_min_k, - const int band_max_k, + const int min_wavefront_length, + const int max_distance_threshold, const int steps_between_cutoffs) { - wf_heuristic->strategy |= wf_heuristic_banded_adaptive; - wf_heuristic->min_k = band_min_k; - wf_heuristic->max_k = band_max_k; + wf_heuristic->strategy |= wf_heuristic_wfadaptive; + wf_heuristic->min_wavefront_length = min_wavefront_length; + wf_heuristic->max_distance_threshold = max_distance_threshold; wf_heuristic->steps_between_cutoffs = steps_between_cutoffs; // Internals wf_heuristic->steps_wait = steps_between_cutoffs; } -void wavefront_heuristic_set_wfadaptive( +void wavefront_heuristic_set_wfmash( wavefront_heuristic_t* const wf_heuristic, const int min_wavefront_length, const int max_distance_threshold, const int steps_between_cutoffs) { - wf_heuristic->strategy |= wf_heuristic_wfadaptive; + wf_heuristic->strategy |= wf_heuristic_wfmash; wf_heuristic->min_wavefront_length = min_wavefront_length; wf_heuristic->max_distance_threshold = max_distance_threshold; wf_heuristic->steps_between_cutoffs = steps_between_cutoffs; @@ -82,7 +76,7 @@ void wavefront_heuristic_set_xdrop( wf_heuristic->steps_wait = steps_between_cutoffs; wf_heuristic->max_sw_score = 0; wf_heuristic->max_sw_score_offset = WAVEFRONT_OFFSET_NULL; - wf_heuristic->max_sw_score_k = WAVEFRONT_DIAGONAL_NULL; + wf_heuristic->max_sw_score_k = DPMATRIX_DIAGONAL_NULL; } void wavefront_heuristic_set_zdrop( wavefront_heuristic_t* const wf_heuristic, @@ -95,7 +89,27 @@ void wavefront_heuristic_set_zdrop( wf_heuristic->steps_wait = steps_between_cutoffs; wf_heuristic->max_sw_score = 0; wf_heuristic->max_sw_score_offset = WAVEFRONT_OFFSET_NULL; - wf_heuristic->max_sw_score_k = WAVEFRONT_DIAGONAL_NULL; + wf_heuristic->max_sw_score_k = DPMATRIX_DIAGONAL_NULL; +} +void wavefront_heuristic_set_banded_static( + wavefront_heuristic_t* const wf_heuristic, + const int band_min_k, + const int band_max_k) { + wf_heuristic->strategy |= wf_heuristic_banded_static; + wf_heuristic->min_k = band_min_k; + wf_heuristic->max_k = band_max_k; +} +void wavefront_heuristic_set_banded_adaptive( + wavefront_heuristic_t* const wf_heuristic, + const int band_min_k, + const int band_max_k, + const int steps_between_cutoffs) { + wf_heuristic->strategy |= wf_heuristic_banded_adaptive; + wf_heuristic->min_k = band_min_k; + wf_heuristic->max_k = band_max_k; + wf_heuristic->steps_between_cutoffs = steps_between_cutoffs; + // Internals + wf_heuristic->steps_wait = steps_between_cutoffs; } void wavefront_heuristic_clear( wavefront_heuristic_t* const wf_heuristic) { @@ -103,19 +117,12 @@ void wavefront_heuristic_clear( wf_heuristic->steps_wait = wf_heuristic->steps_between_cutoffs; wf_heuristic->max_sw_score = 0; wf_heuristic->max_sw_score_offset = WAVEFRONT_OFFSET_NULL; - wf_heuristic->max_sw_score_k = WAVEFRONT_DIAGONAL_NULL; + wf_heuristic->max_sw_score_k = DPMATRIX_DIAGONAL_NULL; } /* * Utils */ -//int wf_compute_antidiagonal( -// const wf_offset_t offset, -// const int k) { -// const int v = WAVEFRONT_V(k,offset); -// const int h = WAVEFRONT_H(k,offset); -// return v + h; -//} -int wf_compute_distance_end2end( +int wf_distance_end2end( const wf_offset_t offset, const int k, const int pattern_length, @@ -124,7 +131,19 @@ int wf_compute_distance_end2end( const int left_h = text_length - WAVEFRONT_H(k,offset); return (offset >= 0) ? MAX(left_v,left_h) : -WAVEFRONT_OFFSET_NULL; } -int wf_compute_distance_endsfree( +int wf_distance_end2end_weighted( + const wf_offset_t offset, + const int k, + const int pattern_length, + const int text_length, + const int mfactor) { + const int v = WAVEFRONT_V(k,offset); + const int h = WAVEFRONT_H(k,offset); + const int left_v = ((float)(pattern_length - v)/pattern_length * mfactor); + const int left_h = ((float)(text_length - h)/text_length * mfactor); + return (offset >= 0) ? MAX(left_v,left_h) : -WAVEFRONT_OFFSET_NULL; +} +int wf_distance_endsfree( const wf_offset_t offset, const int k, const int pattern_length, @@ -139,26 +158,7 @@ int wf_compute_distance_endsfree( const int dist_down = MAX(left_v,left_h_endsfree); return (offset >= 0) ? MIN(dist_up,dist_down) : -WAVEFRONT_OFFSET_NULL; } -int wf_compute_sw_score( - const int wf_score, - const wf_offset_t offset, - const int k) { - const int v = WAVEFRONT_V(k,offset); - const int h = WAVEFRONT_H(k,offset); - return (offset >= 0) ? MIN(v,h) - wf_score : WAVEFRONT_OFFSET_NULL; -} -int wf_compute_sw_score_single_gap( - const int gap_extension, - const wf_offset_t wf1_offset, - const int wf1_k, - const wf_offset_t wf2_offset, - const int wf2_k) { - const int diff_h = WAVEFRONT_H(wf2_k,wf2_offset) - WAVEFRONT_H(wf1_k,wf1_offset); - const int diff_v = WAVEFRONT_V(wf2_k,wf2_offset) - WAVEFRONT_V(wf1_k,wf1_offset); - const int abs_diff = (diff_h >= diff_v) ? diff_h-diff_v : diff_v-diff_h; - return abs_diff * gap_extension; -} -void wavefront_heuristic_cutoff_equate( +void wf_heuristic_equate( wavefront_t* const wavefront_dst, wavefront_t* const wavefront_src) { if (wavefront_dst != NULL) { @@ -171,80 +171,45 @@ void wavefront_heuristic_cutoff_equate( } } /* - * Cut-offs Banded + * Heuristic Cut-off Wavefront-Adaptive */ -void wavefront_cufoff_banded_static( - wavefront_aligner_t* const wf_aligner, - wavefront_t* const wavefront) { - // Parameters - wavefront_heuristic_t* const wf_heuristic = &wf_aligner->heuristic; - // Check wavefront limits - if (wavefront->lo < wf_heuristic->min_k) wavefront->lo = wf_heuristic->min_k; - if (wavefront->hi > wf_heuristic->max_k) wavefront->hi = wf_heuristic->max_k; -} -void wavefront_cufoff_banded_adaptive( - wavefront_aligner_t* const wf_aligner, - wavefront_t* const wavefront) { - // Parameters - const int pattern_length = wf_aligner->pattern_length; - const int text_length = wf_aligner->text_length; - wavefront_heuristic_t* const wf_heuristic = &wf_aligner->heuristic; - // Check steps - if (wf_heuristic->steps_wait > 0) return; - // Check wavefront length - const int lo = wavefront->lo; - const int hi = wavefront->hi; - const int wf_length = hi - lo + 1; - if (wf_length < 4) return; // We cannot do anything here - // Adjust the band +int wf_compute_distance_end2end( + wavefront_t* const wavefront, + const int pattern_length, + const int text_length, + wf_offset_t* const distances) { + // Compute min-distance const wf_offset_t* const offsets = wavefront->offsets; - const int max_wf_length = wf_heuristic->max_k - wf_heuristic->min_k + 1; - if (wf_length > max_wf_length) { - // Sample wavefront - const int leeway = (wf_length - max_wf_length) / 2; - const int quarter = wf_length / 4; - const int dist_p0 = wf_compute_distance_end2end( - offsets[lo],lo,pattern_length,text_length); - const int dist_p1 = wf_compute_distance_end2end( - offsets[lo+quarter],lo+quarter,pattern_length,text_length); - const int dist_p2 = wf_compute_distance_end2end( - offsets[lo+2*quarter],lo+2*quarter,pattern_length,text_length); - const int dist_p3 = wf_compute_distance_end2end( - offsets[hi],hi,pattern_length,text_length); - // Heuristically decide where to place the band - int new_lo = lo; - if (dist_p0 > dist_p3) new_lo += leeway; - if (dist_p1 > dist_p2) new_lo += leeway; - // Set wavefront limits - wavefront->lo = new_lo; - if (wavefront->lo < lo) wavefront->lo = lo; - wavefront->hi = new_lo + max_wf_length - 1; - if (wavefront->hi > hi) wavefront->hi = hi; + int k, min_distance = MAX(pattern_length,text_length); + PRAGMA_LOOP_VECTORIZE + for (k=wavefront->lo;k<=wavefront->hi;++k) { + const int distance = wf_distance_end2end( + offsets[k],k,pattern_length,text_length); + distances[k] = distance; + min_distance = MIN(min_distance,distance); } - // Set wait steps (don't repeat this heuristic often) - wf_heuristic->steps_wait = wf_heuristic->steps_between_cutoffs; + return min_distance; } -/* - * Cut-off Wavefront Adaptive - */ -int wavefront_compute_distance_end2end( +int wf_compute_distance_end2end_weighted( wavefront_t* const wavefront, const int pattern_length, const int text_length, wf_offset_t* const distances) { + // Parameters + const int mfactor = ((float)(pattern_length + text_length) / 2); // Mean sequence length // Compute min-distance const wf_offset_t* const offsets = wavefront->offsets; int k, min_distance = MAX(pattern_length,text_length); PRAGMA_LOOP_VECTORIZE for (k=wavefront->lo;k<=wavefront->hi;++k) { - const int distance = wf_compute_distance_end2end( - offsets[k],k,pattern_length,text_length); + const int distance = wf_distance_end2end_weighted( + offsets[k],k,pattern_length,text_length,mfactor); distances[k] = distance; min_distance = MIN(min_distance,distance); } return min_distance; } -int wavefront_compute_distance_endsfree( +int wf_compute_distance_endsfree( wavefront_t* const wavefront, const int pattern_length, const int text_length, @@ -256,7 +221,7 @@ int wavefront_compute_distance_endsfree( int k, min_distance = MAX(pattern_length,text_length); PRAGMA_LOOP_VECTORIZE for (k=wavefront->lo;k<=wavefront->hi;++k) { - const int distance = wf_compute_distance_endsfree( + const int distance = wf_distance_endsfree( offsets[k],k,pattern_length,text_length, pattern_end_free,text_end_free); distances[k] = distance; @@ -264,7 +229,7 @@ int wavefront_compute_distance_endsfree( } return min_distance; } -void wavefront_cufoff_wfadaptive_reduce( +void wf_heuristic_wfadaptive_reduce( wavefront_t* const wavefront, const wf_offset_t* const distances, const int min_distance, @@ -289,9 +254,10 @@ void wavefront_cufoff_wfadaptive_reduce( } wavefront->hi = hi_reduced; } -void wavefront_cufoff_wfadaptive( +void wavefront_heuristic_wfadaptive( wavefront_aligner_t* const wf_aligner, - wavefront_t* const wavefront) { + wavefront_t* const wavefront, + const bool wfmash_mode) { // Parameters const int pattern_length = wf_aligner->pattern_length; const int text_length = wf_aligner->text_length; @@ -308,59 +274,63 @@ void wavefront_cufoff_wfadaptive( wavefront_components_resize_null__victim(&wf_aligner->wf_components,base_lo-1,base_hi+1); wf_offset_t* const distances = wf_aligner->wf_components.wavefront_victim->offsets; // Compute distance & cut-off -// const int pattern_end_free = wf_aligner->alignment_form.pattern_end_free; -// const int text_end_free = wf_aligner->alignment_form.text_end_free; -// if ((wf_aligner->alignment_form.span == alignment_end2end) || -// (pattern_end_free==0 && text_end_free==0)) { - const int min_distance = wavefront_compute_distance_end2end( + int min_distance; + if (wfmash_mode) { + min_distance = wf_compute_distance_end2end_weighted( + wavefront,pattern_length,text_length,distances); + } else { + min_distance = wf_compute_distance_end2end( wavefront,pattern_length,text_length,distances); - // Cut-off wavefront - const int alignment_k = WAVEFRONT_DIAGONAL(text_length,pattern_length); - wavefront_cufoff_wfadaptive_reduce( - wavefront,distances,min_distance,max_distance_threshold, - alignment_k,alignment_k); -// } -// else { -// const int min_distance = wavefront_compute_distance_endsfree( -// wavefront,pattern_length,text_length, -// pattern_end_free,text_end_free,distances); -// // Cut-off wavefront -// const int alignment_k = WAVEFRONT_DIAGONAL(text_length,pattern_length); -// wavefront_cufoff_wfadaptive_reduce( -// wavefront,distances,min_distance,max_distance_threshold, -// alignment_k-text_end_free,alignment_k+pattern_end_free); -// } + } + // Cut-off wavefront + const int alignment_k = DPMATRIX_DIAGONAL(text_length,pattern_length); + wf_heuristic_wfadaptive_reduce( + wavefront,distances,min_distance,max_distance_threshold, + alignment_k,alignment_k); // Set wait steps (don't repeat this heuristic often) wf_heuristic->steps_wait = wf_heuristic->steps_between_cutoffs; } /* - * Drops + * Heuristic Cut-off Drops */ -void wavefront_compute_sw_scores( +void wf_heuristic_compute_sw_scores( + wavefront_aligner_t* const wf_aligner, wavefront_t* const wavefront, const int wf_score, wf_offset_t* const sw_scores, wf_offset_t* const max_sw_score, - wf_offset_t* const max_sw_score_k) { + wf_offset_t* const max_k, + wf_offset_t* const max_offset) { + // Parameters + const int wf_match = wf_aligner->penalties.match; + const int swg_match = (wf_match==0) ? 1 : -(wf_aligner->penalties.match); // Compute min-distance const wf_offset_t* const offsets = wavefront->offsets; - int k, score_max = -wf_score, score_max_k = 0; + int k, cmax_sw_score = INT_MIN, cmax_k = 0, cmax_offset = 0; PRAGMA_LOOP_VECTORIZE for (k=wavefront->lo;k<=wavefront->hi;++k) { - const int sw_score = wf_compute_sw_score(wf_score,offsets[k],k); + const wf_offset_t offset = offsets[k]; + if (offset < 0) continue; + const int v = WAVEFRONT_V(k,offset); + const int h = WAVEFRONT_H(k,offset); + const int sw_score = (wf_match==0) ? + (swg_match*(v+h) - wf_score) : + WF_SCORE_TO_SW_SCORE(swg_match,v,h,wf_score); sw_scores[k] = sw_score; - if (score_max < sw_score) { - score_max = sw_score; - score_max_k = k; + if (cmax_sw_score < sw_score) { + cmax_sw_score = sw_score; + cmax_k = k; + cmax_offset = offset; } } - *max_sw_score = score_max; - *max_sw_score_k = score_max_k; + *max_sw_score = cmax_sw_score; + *max_k = cmax_k; + *max_offset = cmax_offset; } -void wavefront_cufoff_xdrop( +void wavefront_heuristic_xdrop( wavefront_aligner_t* const wf_aligner, wavefront_t* const wavefront, - const int wf_score) { + const int score) { // Parameters wavefront_heuristic_t* const wf_heuristic = &wf_aligner->heuristic; const int base_hi = wavefront->hi; @@ -370,42 +340,65 @@ void wavefront_cufoff_xdrop( // Use victim as temporal buffer wavefront_components_resize_null__victim(&wf_aligner->wf_components,base_lo-1,base_hi+1); wf_offset_t* const sw_scores = wf_aligner->wf_components.wavefront_victim->offsets; - // Compute SW scores (classic scores) - wf_offset_t current_max_sw_score; - wf_offset_t current_max_sw_score_k; - wavefront_compute_sw_scores( - wavefront,wf_score,sw_scores, - ¤t_max_sw_score,¤t_max_sw_score_k); + // Compute SW scores + wf_offset_t cmax_sw_score, cmax_k, dummy; + wf_heuristic_compute_sw_scores( + wf_aligner,wavefront,score,sw_scores, + &cmax_sw_score,&cmax_k,&dummy); // Apply X-Drop const int xdrop = wf_heuristic->xdrop; const int max_sw_score = wf_heuristic->max_sw_score; - const int max_sw_score_k = wf_heuristic->max_sw_score_k; - if (max_sw_score_k != WAVEFRONT_DIAGONAL_NULL) { + const wf_offset_t* const offsets = wavefront->offsets; + if (wf_heuristic->max_sw_score_k != DPMATRIX_DIAGONAL_NULL) { // Reduce from bottom - int k, lo_reduced = wavefront->lo; + int k; for (k=wavefront->lo;k<=wavefront->hi;++k) { - if ((int)sw_scores[k] >= max_sw_score - xdrop) break; - ++lo_reduced; + if (offsets[k] < 0) continue; + //fprintf(stderr,"[XDROP] (max=%d,current=%d) diff=%d leeway=%d\n", + // max_sw_score,(int)sw_scores[k], + // max_sw_score - (int)sw_scores[k],xdrop); + if (max_sw_score - (int)sw_scores[k] < xdrop) break; } - wavefront->lo = lo_reduced; + wavefront->lo = k; // Reduce from top - int hi_reduced = wavefront->hi; for (k=wavefront->hi;k>=wavefront->lo;--k) { - if ((int)sw_scores[k] >= max_sw_score - xdrop) break; - --hi_reduced; + if (offsets[k] < 0) continue; + //fprintf(stderr,"[XDROP] (max=%d,current=%d) diff=%d leeway=%d\n", + // max_sw_score,(int)sw_scores[k], + // max_sw_score - (int)sw_scores[k],xdrop); + if (max_sw_score - (int)sw_scores[k] < xdrop) break; + } + wavefront->hi = k; + // Update maximum score observed + if (cmax_sw_score > wf_heuristic->max_sw_score) { + wf_heuristic->max_sw_score = cmax_sw_score; + wf_heuristic->max_sw_score_k = cmax_k; } - wavefront->hi = hi_reduced; + } else { + // Update maximum score observed + wf_heuristic->max_sw_score = cmax_sw_score; + wf_heuristic->max_sw_score_k = cmax_k; } - // Update maximum score observed - wf_heuristic->max_sw_score = current_max_sw_score; - wf_heuristic->max_sw_score_k = current_max_sw_score_k; // Set wait steps (don't repeat this heuristic often) wf_heuristic->steps_wait = wf_heuristic->steps_between_cutoffs; } -void wavefront_cufoff_zdrop( +int wf_zdrop_gap_score( + const int gap_extension_penalty, + const wf_offset_t offset_1, + const int k_1, + const wf_offset_t offset_2, + const int k_2) { + int diff_h = WAVEFRONT_H(k_2,offset_2) - WAVEFRONT_H(k_1,offset_1); + if (diff_h < 0) diff_h = -diff_h; + int diff_v = WAVEFRONT_V(k_2,offset_2) - WAVEFRONT_V(k_1,offset_1); + if (diff_v < 0) diff_v = -diff_v; + const int gap_length = (diff_h >= diff_v) ? diff_h-diff_v : diff_v-diff_h; + return gap_length * gap_extension_penalty; +} +void wavefront_heuristic_zdrop( wavefront_aligner_t* const wf_aligner, wavefront_t* const wavefront, - const int wf_score) { + const int score) { // Parameters wavefront_heuristic_t* const wf_heuristic = &wf_aligner->heuristic; const int base_hi = wavefront->hi; @@ -415,118 +408,156 @@ void wavefront_cufoff_zdrop( // Use victim as temporal buffer wavefront_components_resize_null__victim(&wf_aligner->wf_components,base_lo-1,base_hi+1); wf_offset_t* const sw_scores = wf_aligner->wf_components.wavefront_victim->offsets; - // Compute SW scores (classic scores) - wf_offset_t current_max_sw_score; - wf_offset_t current_max_sw_score_k; - wavefront_compute_sw_scores( - wavefront,wf_score,sw_scores, - ¤t_max_sw_score,¤t_max_sw_score_k); - // Apply X-Drop - const wf_offset_t* const offsets = wavefront->offsets; - wavefronts_penalties_t* const penalties = &wf_aligner->penalties; - const int gap_extension = (penalties->gap_extension1 > 0) ? penalties->gap_extension1 : 1; + // Compute SW scores + wf_offset_t cmax_sw_score, cmax_k, cmax_offset; + wf_heuristic_compute_sw_scores( + wf_aligner,wavefront,score,sw_scores, + &cmax_sw_score,&cmax_k,&cmax_offset); + // Apply Z-Drop + wavefront_penalties_t* const penalties = &wf_aligner->penalties; + const int gap_e = (penalties->gap_extension1 > 0) ? penalties->gap_extension1 : 1; const int zdrop = wf_heuristic->zdrop; const int max_sw_score = wf_heuristic->max_sw_score; - const int max_sw_score_k = wf_heuristic->max_sw_score_k; - const int max_sw_score_offset = wf_heuristic->max_sw_score_offset; - if (max_sw_score_k != WAVEFRONT_DIAGONAL_NULL) { - // Reduce from bottom - int k, lo_reduced = wavefront->lo; - for (k=wavefront->lo;k<=wavefront->hi;++k) { - if (offsets[k] < 0) { - ++lo_reduced; - continue; - } - const int single_gap = wf_compute_sw_score_single_gap( - gap_extension,max_sw_score_offset,max_sw_score_k,offsets[k],k); - if ((int)sw_scores[k] > max_sw_score - (zdrop + single_gap)) break; - ++lo_reduced; - } - wavefront->lo = lo_reduced; - // Reduce from top - int hi_reduced = wavefront->hi; - for (k=wavefront->hi;k>=wavefront->lo;--k) { - if (offsets[k] < 0) { - --hi_reduced; - continue; - } - const int single_gap = wf_compute_sw_score_single_gap( - gap_extension,max_sw_score_offset,max_sw_score_k,offsets[k],k); - if ((int)sw_scores[k] > max_sw_score - (zdrop + single_gap)) break; - --hi_reduced; - } - wavefront->hi = hi_reduced; + const int max_k = wf_heuristic->max_sw_score_k; + const int max_offset = wf_heuristic->max_sw_score_offset; + if (max_k != DPMATRIX_DIAGONAL_NULL) { // Update maximum score observed - if (current_max_sw_score > wf_heuristic->max_sw_score) { - wf_heuristic->max_sw_score = current_max_sw_score; - wf_heuristic->max_sw_score_k = current_max_sw_score_k; - wf_heuristic->max_sw_score_offset = max_sw_score_offset; + if (cmax_sw_score > wf_heuristic->max_sw_score) { + wf_heuristic->max_sw_score = cmax_sw_score; + wf_heuristic->max_sw_score_k = cmax_k; + wf_heuristic->max_sw_score_offset = cmax_offset; + } else { + // Test Z-drop + const int gap_score = wf_zdrop_gap_score(gap_e,max_offset,max_k,cmax_offset,cmax_k); + // fprintf(stderr,"[Z-DROP] (max=%d~(%d,%d),current=%d~(%d,%d)) diff=%d leeway=%d\n", + // max_sw_score,WAVEFRONT_V(max_k,max_offset),WAVEFRONT_H(max_k,max_offset), + // cmax_sw_score,WAVEFRONT_V(cmax_k,cmax_offset),WAVEFRONT_H(cmax_k,cmax_offset), + // max_sw_score - cmax_sw_score, + // zdrop + gap_score); + if (max_sw_score - (int)cmax_sw_score > zdrop + gap_score) { + wavefront->lo = wavefront->hi + 1; + return; // Z-dropped + } } } else { // Update maximum score observed - wf_heuristic->max_sw_score = current_max_sw_score; - wf_heuristic->max_sw_score_k = current_max_sw_score_k; - wf_heuristic->max_sw_score_offset = max_sw_score_offset; + wf_heuristic->max_sw_score = cmax_sw_score; + wf_heuristic->max_sw_score_k = cmax_k; + wf_heuristic->max_sw_score_offset = cmax_offset; } // Set wait steps (don't repeat this heuristic often) wf_heuristic->steps_wait = wf_heuristic->steps_between_cutoffs; } /* - * Cut-offs dispatcher + * Heuristic Cut-off Banded */ -bool wavefront_heuristic_cufoff( +void wavefront_heuristic_banded_static( wavefront_aligner_t* const wf_aligner, - const int score) { + wavefront_t* const wavefront) { + // Parameters + wavefront_heuristic_t* const wf_heuristic = &wf_aligner->heuristic; + // Check wavefront limits + if (wavefront->lo < wf_heuristic->min_k) wavefront->lo = wf_heuristic->min_k; + if (wavefront->hi > wf_heuristic->max_k) wavefront->hi = wf_heuristic->max_k; +} +void wavefront_heuristic_banded_adaptive( + wavefront_aligner_t* const wf_aligner, + wavefront_t* const wavefront) { + // Parameters + const int pattern_length = wf_aligner->pattern_length; + const int text_length = wf_aligner->text_length; + wavefront_heuristic_t* const wf_heuristic = &wf_aligner->heuristic; + // Check steps + if (wf_heuristic->steps_wait > 0) return; + // Check wavefront length + const int lo = wavefront->lo; + const int hi = wavefront->hi; + const int wf_length = hi - lo + 1; + if (wf_length < 4) return; // We cannot do anything here + // Adjust the band + const wf_offset_t* const offsets = wavefront->offsets; + const int max_wf_length = wf_heuristic->max_k - wf_heuristic->min_k + 1; + if (wf_length > max_wf_length) { + // Sample wavefront + const int leeway = (wf_length - max_wf_length) / 2; + const int quarter = wf_length / 4; + const int dist_p0 = wf_distance_end2end( + offsets[lo],lo,pattern_length,text_length); + const int dist_p1 = wf_distance_end2end( + offsets[lo+quarter],lo+quarter,pattern_length,text_length); + const int dist_p2 = wf_distance_end2end( + offsets[lo+2*quarter],lo+2*quarter,pattern_length,text_length); + const int dist_p3 = wf_distance_end2end( + offsets[hi],hi,pattern_length,text_length); + // Heuristically decide where to place the band + int new_lo = lo; + if (dist_p0 > dist_p3) new_lo += leeway; + if (dist_p1 > dist_p2) new_lo += leeway; + // Set wavefront limits + wavefront->lo = new_lo; + if (wavefront->lo < lo) wavefront->lo = lo; + wavefront->hi = new_lo + max_wf_length - 1; + if (wavefront->hi > hi) wavefront->hi = hi; + } + // Set wait steps (don't repeat this heuristic often) + wf_heuristic->steps_wait = wf_heuristic->steps_between_cutoffs; +} +/* + * Heuristic Cut-offs dispatcher + */ +void wavefront_heuristic_cufoff( + wavefront_aligner_t* const wf_aligner, + const int score, + const int score_mod) { // Parameters wavefront_components_t* const wf_components = &wf_aligner->wf_components; const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; wavefront_heuristic_t* const wf_heuristic = &wf_aligner->heuristic; // Fetch m-wavefront - wavefront_t* const mwavefront = wf_components->mwavefronts[score]; - if (mwavefront==NULL || mwavefront->lo > mwavefront->hi) return false; // Not dropped - // Cut-off m-wavefront + wavefront_t* const mwavefront = wf_components->mwavefronts[score_mod]; + if (mwavefront == NULL || mwavefront->lo > mwavefront->hi) return; + // Decrease wait steps --(wf_heuristic->steps_wait); - if ((wf_heuristic->strategy & wf_heuristic_banded_static) != 0) { - wavefront_cufoff_banded_static(wf_aligner,mwavefront); - } - if ((wf_heuristic->strategy & wf_heuristic_banded_adaptive) != 0) { - wavefront_cufoff_banded_adaptive(wf_aligner,mwavefront); + // Select heuristic (WF-Adaptive) + if (wf_heuristic->strategy & wf_heuristic_wfadaptive) { + wavefront_heuristic_wfadaptive(wf_aligner,mwavefront,false); + } else if (wf_heuristic->strategy & wf_heuristic_wfmash) { + wavefront_heuristic_wfadaptive(wf_aligner,mwavefront,true); } - if ((wf_heuristic->strategy & wf_heuristic_wfadaptive) != 0) { - wavefront_cufoff_wfadaptive(wf_aligner,mwavefront); + // Select heuristic (Drops) + if (wf_heuristic->strategy & wf_heuristic_xdrop) { + wavefront_heuristic_xdrop(wf_aligner,mwavefront,score); + } else if (wf_heuristic->strategy & wf_heuristic_zdrop) { + wavefront_heuristic_zdrop(wf_aligner,mwavefront,score); } - if ((wf_heuristic->strategy & wf_heuristic_xdrop) != 0) { - wavefront_cufoff_xdrop(wf_aligner,mwavefront,score); - } - if ((wf_heuristic->strategy & wf_heuristic_zdrop) != 0) { - wavefront_cufoff_zdrop(wf_aligner,mwavefront,score); + // Select heuristic (Banded) + if (wf_heuristic->strategy & wf_heuristic_banded_static) { + wavefront_heuristic_banded_static(wf_aligner,mwavefront); + } else if (wf_heuristic->strategy & wf_heuristic_banded_adaptive) { + wavefront_heuristic_banded_adaptive(wf_aligner,mwavefront); } // Check wavefront length - if (mwavefront->lo > mwavefront->hi) return true; // Dropped alignment + if (mwavefront->lo > mwavefront->hi) mwavefront->null = true; + // DEBUG + // const int wf_length_base = hi_base-lo_base+1; + // const int wf_length_reduced = mwavefront->hi-mwavefront->lo+1; + // fprintf(stderr,"[WFA::Heuristic] Heuristic from %d to %d offsets (%2.2f%%)\n", + // wf_length_base,wf_length_reduced,100.0f*(float)wf_length_reduced/(float)wf_length_base); // Save min/max WF initialized mwavefront->wf_elements_init_min = mwavefront->lo; mwavefront->wf_elements_init_max = mwavefront->hi; // Equate other wavefronts - if (distance_metric <= gap_linear) return false; // Not dropped + if (distance_metric <= gap_linear) return; // Cut-off the other wavefronts (same dimensions as M) - wavefront_t* const i1wavefront = wf_components->i1wavefronts[score]; - wavefront_t* const d1wavefront = wf_components->d1wavefronts[score]; - wavefront_heuristic_cutoff_equate(i1wavefront,mwavefront); - wavefront_heuristic_cutoff_equate(d1wavefront,mwavefront); - if (distance_metric == gap_affine) return false; // Not dropped - wavefront_t* const i2wavefront = wf_components->i2wavefronts[score]; - wavefront_t* const d2wavefront = wf_components->d2wavefronts[score]; - wavefront_heuristic_cutoff_equate(i2wavefront,mwavefront); - wavefront_heuristic_cutoff_equate(d2wavefront,mwavefront); - // Return - return false; // Not dropped - // DEBUG - // if (wf_aligner->system.verbose) { - // const int wf_length_base = hi_base-lo_base+1; - // const int wf_length_reduced = mwavefront->hi-mwavefront->lo+1; - // fprintf(stderr,"[WFA::Heuristic] Heuristic from %d to %d offsets (%2.2f%%)\n", - // wf_length_base,wf_length_reduced,100.0f*(float)wf_length_reduced/(float)wf_length_base); - // } + wavefront_t* const i1wavefront = wf_components->i1wavefronts[score_mod]; + wavefront_t* const d1wavefront = wf_components->d1wavefronts[score_mod]; + wf_heuristic_equate(i1wavefront,mwavefront); + wf_heuristic_equate(d1wavefront,mwavefront); + if (distance_metric == gap_affine) return; + wavefront_t* const i2wavefront = wf_components->i2wavefronts[score_mod]; + wavefront_t* const d2wavefront = wf_components->d2wavefronts[score_mod]; + wf_heuristic_equate(i2wavefront,mwavefront); + wf_heuristic_equate(d2wavefront,mwavefront); } /* * Display @@ -538,32 +569,40 @@ void wavefront_heuristic_print( if (wf_heuristic->strategy == wf_heuristic_none) { fprintf(stream,"(none)"); } else { - if ((wf_heuristic->strategy & wf_heuristic_banded_static) != 0) { - fprintf(stream,"(banded-static,%d,%d)", - wf_heuristic->min_k, - wf_heuristic->max_k); - } - if ((wf_heuristic->strategy & wf_heuristic_banded_adaptive) != 0) { - fprintf(stream,"(banded-adapt,%d,%d,%d)", - wf_heuristic->min_k, - wf_heuristic->max_k, + // WF-Adaptive + if (wf_heuristic->strategy & wf_heuristic_wfadaptive) { + fprintf(stream,"(wfadapt,%d,%d,%d)", + wf_heuristic->min_wavefront_length, + wf_heuristic->max_distance_threshold, wf_heuristic->steps_between_cutoffs); - } - if ((wf_heuristic->strategy & wf_heuristic_wfadaptive) != 0) { - fprintf(stream,"(wf-adapt,%d,%d,%d)", + } else if (wf_heuristic->strategy & wf_heuristic_wfmash) { + fprintf(stream,"(wfmash,%d,%d,%d)", wf_heuristic->min_wavefront_length, wf_heuristic->max_distance_threshold, wf_heuristic->steps_between_cutoffs); } - if ((wf_heuristic->strategy & wf_heuristic_xdrop) != 0) { + // Drops + if (wf_heuristic->strategy & wf_heuristic_xdrop) { fprintf(stream,"(xdrop,%d,%d)", wf_heuristic->xdrop, wf_heuristic->steps_between_cutoffs); } - if ((wf_heuristic->strategy & wf_heuristic_zdrop) != 0) { + if (wf_heuristic->strategy & wf_heuristic_zdrop) { fprintf(stream,"(zdrop,%d,%d)", wf_heuristic->zdrop, wf_heuristic->steps_between_cutoffs); } + // Banded + if (wf_heuristic->strategy & wf_heuristic_banded_static) { + fprintf(stream,"(banded-static,%d,%d)", + wf_heuristic->min_k, + wf_heuristic->max_k); + } + if (wf_heuristic->strategy & wf_heuristic_banded_adaptive) { + fprintf(stream,"(banded-adapt,%d,%d,%d)", + wf_heuristic->min_k, + wf_heuristic->max_k, + wf_heuristic->steps_between_cutoffs); + } } } diff --git a/wavefront/wavefront_heuristic.h b/wavefront/wavefront_heuristic.h index 40aa584e..f59634ef 100644 --- a/wavefront/wavefront_heuristic.h +++ b/wavefront/wavefront_heuristic.h @@ -32,8 +32,6 @@ #ifndef WAVEFRONT_HEURISTIC_H_ #define WAVEFRONT_HEURISTIC_H_ -#include "utils/commons.h" - // Wavefront ahead definition typedef struct _wavefront_aligner_t wavefront_aligner_t; @@ -47,15 +45,16 @@ typedef enum { wf_heuristic_wfadaptive = 0x0000000000000004ul, wf_heuristic_xdrop = 0x0000000000000010ul, wf_heuristic_zdrop = 0x0000000000000020ul, + wf_heuristic_wfmash = 0x0000000000000040ul, } wf_heuristic_strategy; typedef struct { // Heuristic wf_heuristic_strategy strategy; // Heuristic strategy int steps_between_cutoffs; // Score-steps between heuristic cut-offs - // Banded + // Static/Adaptive Banded int min_k; // Banded: Minimum k to consider in band int max_k; // Banded: Maximum k to consider in band - // Adaptive + // WFAdaptive int min_wavefront_length; // Adaptive: Minimum wavefronts length to cut-off int max_distance_threshold; // Adaptive: Maximum distance between offsets allowed // Drops @@ -73,20 +72,18 @@ typedef struct { */ void wavefront_heuristic_set_none( wavefront_heuristic_t* const wf_heuristic); -void wavefront_heuristic_set_banded_static( - wavefront_heuristic_t* const wf_heuristic, - const int band_min_k, - const int band_max_k); -void wavefront_heuristic_set_banded_adaptive( + +void wavefront_heuristic_set_wfadaptive( wavefront_heuristic_t* const wf_heuristic, - const int band_min_k, - const int band_max_k, + const int min_wavefront_length, + const int max_distance_threshold, const int steps_between_cutoffs); -void wavefront_heuristic_set_wfadaptive( +void wavefront_heuristic_set_wfmash( wavefront_heuristic_t* const wf_heuristic, const int min_wavefront_length, const int max_distance_threshold, const int steps_between_cutoffs); + void wavefront_heuristic_set_xdrop( wavefront_heuristic_t* const wf_heuristic, const int xdrop, @@ -96,15 +93,26 @@ void wavefront_heuristic_set_zdrop( const int ydrop, const int steps_between_cutoffs); +void wavefront_heuristic_set_banded_static( + wavefront_heuristic_t* const wf_heuristic, + const int band_min_k, + const int band_max_k); +void wavefront_heuristic_set_banded_adaptive( + wavefront_heuristic_t* const wf_heuristic, + const int band_min_k, + const int band_max_k, + const int steps_between_cutoffs); + void wavefront_heuristic_clear( wavefront_heuristic_t* const wf_heuristic); /* * Wavefront heuristic cut-off */ -bool wavefront_heuristic_cufoff( +void wavefront_heuristic_cufoff( wavefront_aligner_t* const wf_aligner, - const int score); + const int score, + const int score_mod); /* * Display diff --git a/wavefront/wavefront_offset.h b/wavefront/wavefront_offset.h index b1b005c7..d1ee5c19 100644 --- a/wavefront/wavefront_offset.h +++ b/wavefront/wavefront_offset.h @@ -32,8 +32,6 @@ #ifndef WAVEFRONT_OFFSET_H_ #define WAVEFRONT_OFFSET_H_ -#include "utils/commons.h" - /* * Wavefront Offset */ @@ -48,12 +46,16 @@ typedef uint32_t wf_unsigned_offset_t; /* * Translate k and offset to coordinates h,v */ -#define WAVEFRONT_V(k,offset) ((offset)-(k)) -#define WAVEFRONT_H(k,offset) (offset) -#define WAVEFRONT_DIAGONAL(h,v) ((h)-(v)) -#define WAVEFRONT_OFFSET(h,v) (h) -#define WAVEFRONT_LENGTH(lo,hi) ((hi)-(lo)+1) // (lo/hi inclusive and +1 for WF[0]) +#define WAVEFRONT_LENGTH(lo,hi) ((hi)-(lo)+1) // (lo/hi inclusive and +1 for WF[0]) +#define WAVEFRONT_V(k,offset) ((offset)-(k)) +#define WAVEFRONT_H(k,offset) (offset) +#define WAVEFRONT_ANTIDIAGONAL(k,offset) (2*(offset)-(k)) + +#define DPMATRIX_DIAGONAL_NULL INT_MAX +#define DPMATRIX_DIAGONAL(h,v) ((h)-(v)) +#define DPMATRIX_ANTIDIAGONAL(h,v) ((h)+(v)) +#define DPMATRIX_OFFSET(h,v) (h) -#define WAVEFRONT_DIAGONAL_NULL INT_MAX +#define WAVEFRONT_K_INVERSE(k,plen,tlen) ((tlen)-(plen)-(k)) #endif /* WAVEFRONT_OFFSET_H_ */ diff --git a/wavefront/wavefront_pcigar.c b/wavefront/wavefront_pcigar.c index a66e066a..1d90db98 100644 --- a/wavefront/wavefront_pcigar.c +++ b/wavefront/wavefront_pcigar.c @@ -29,6 +29,8 @@ * DESCRIPTION: Packed CIGAR (Alignment operations in 2-bits) */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "wavefront_pcigar.h" /* diff --git a/wavefront/wavefront_pcigar.h b/wavefront/wavefront_pcigar.h index f194c292..803fcc26 100644 --- a/wavefront/wavefront_pcigar.h +++ b/wavefront/wavefront_pcigar.h @@ -32,7 +32,6 @@ #ifndef WAVEFRONT_PACKED_CIGAR_H_ #define WAVEFRONT_PACKED_CIGAR_H_ -#include "utils/commons.h" #include "wavefront_attributes.h" /* diff --git a/wavefront/wavefront_penalties.c b/wavefront/wavefront_penalties.c index dc3395b2..45b933e1 100644 --- a/wavefront/wavefront_penalties.c +++ b/wavefront/wavefront_penalties.c @@ -29,83 +29,71 @@ * DESCRIPTION: WaveFront penalties handling module */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "wavefront_penalties.h" -/* - * Shift penalties - */ -void wavefronts_penalties_shift( - wavefronts_penalties_t* const wavefronts_penalties, - const int match) { - // Shift to zero match score - wavefronts_penalties->mismatch -= match; - wavefronts_penalties->gap_opening1 -= match; - wavefronts_penalties->gap_extension1 -= match; - wavefronts_penalties->gap_opening2 -= match; - wavefronts_penalties->gap_extension2 -= match; -} /* * Penalties adjustment */ -void wavefronts_penalties_set_indel( - wavefronts_penalties_t* const wavefronts_penalties) { +void wavefront_penalties_set_indel( + wavefront_penalties_t* const wf_penalties) { // Set distance model - wavefronts_penalties->distance_metric = indel; + wf_penalties->distance_metric = indel; // Set penalties - wavefronts_penalties->mismatch = -1; - wavefronts_penalties->gap_opening1 = 1; - wavefronts_penalties->gap_extension1 = -1; - wavefronts_penalties->gap_opening2 = -1; - wavefronts_penalties->gap_extension2 = -1; + wf_penalties->match = 0; + wf_penalties->mismatch = -1; + wf_penalties->gap_opening1 = 1; + wf_penalties->gap_extension1 = -1; + wf_penalties->gap_opening2 = -1; + wf_penalties->gap_extension2 = -1; } -void wavefronts_penalties_set_edit( - wavefronts_penalties_t* const wavefronts_penalties) { +void wavefront_penalties_set_edit( + wavefront_penalties_t* const wf_penalties) { // Set distance model - wavefronts_penalties->distance_metric = edit; + wf_penalties->distance_metric = edit; // Set penalties - wavefronts_penalties->mismatch = 1; - wavefronts_penalties->gap_opening1 = 1; - wavefronts_penalties->gap_extension1 = -1; - wavefronts_penalties->gap_opening2 = -1; - wavefronts_penalties->gap_extension2 = -1; + wf_penalties->match = 0; + wf_penalties->mismatch = 1; + wf_penalties->gap_opening1 = 1; + wf_penalties->gap_extension1 = -1; + wf_penalties->gap_opening2 = -1; + wf_penalties->gap_extension2 = -1; } -void wavefronts_penalties_set_linear( - wavefronts_penalties_t* const wavefronts_penalties, - linear_penalties_t* const linear_penalties, - const wf_penalties_strategy_type penalties_strategy) { +void wavefront_penalties_set_linear( + wavefront_penalties_t* const wf_penalties, + linear_penalties_t* const linear_penalties) { // Set distance model - wavefronts_penalties->distance_metric = gap_linear; + wf_penalties->distance_metric = gap_linear; // Check base penalties if (linear_penalties->match > 0) { fprintf(stderr,"[WFA::Penalties] Match score must be negative or zero (M=%d)\n",linear_penalties->match); exit(1); - } else if (linear_penalties->mismatch <= 0 || - linear_penalties->indel <= 0) { - fprintf(stderr,"[WFA::Penalties] Penalties must be strictly positive (X=%d,O=%d). " - "Must be (X>0,D>0,I>0)\n", - linear_penalties->mismatch, - linear_penalties->indel); + } else if (linear_penalties->mismatch <= 0 || linear_penalties->indel <= 0) { + fprintf(stderr,"[WFA::Penalties] Penalties (X=%d,D=%d,I=%d) must be (X>0,D>0,I>0)\n", + linear_penalties->mismatch,linear_penalties->indel,linear_penalties->indel); exit(1); } - // Copy base penalties - wavefronts_penalties->mismatch = linear_penalties->mismatch; - wavefronts_penalties->gap_opening1 = linear_penalties->indel; - // Adjust scores - if (linear_penalties->match > 0 && - penalties_strategy == wavefronts_penalties_shifted_penalties) { - wavefronts_penalties_shift(wavefronts_penalties,linear_penalties->match); + // Set penalties (if needed, adjust using Eizenga's formula) + if (linear_penalties->match < 0) { + wf_penalties->match = linear_penalties->match; + wf_penalties->mismatch = 2*linear_penalties->mismatch - 2*linear_penalties->match; + wf_penalties->gap_opening1 = 2*linear_penalties->indel - linear_penalties->match; + } else { + wf_penalties->match = 0; + wf_penalties->mismatch = linear_penalties->mismatch; + wf_penalties->gap_opening1 = linear_penalties->indel; } // Set unused - wavefronts_penalties->gap_extension1 = -1; - wavefronts_penalties->gap_opening2 = -1; - wavefronts_penalties->gap_extension2 = -1; + wf_penalties->gap_extension1 = -1; + wf_penalties->gap_opening2 = -1; + wf_penalties->gap_extension2 = -1; } -void wavefronts_penalties_set_affine( - wavefronts_penalties_t* const wavefronts_penalties, - affine_penalties_t* const affine_penalties, - const wf_penalties_strategy_type penalties_strategy) { +void wavefront_penalties_set_affine( + wavefront_penalties_t* const wf_penalties, + affine_penalties_t* const affine_penalties) { // Set distance model - wavefronts_penalties->distance_metric = gap_affine; + wf_penalties->distance_metric = gap_affine; // Check base penalties if (affine_penalties->match > 0) { fprintf(stderr,"[WFA::Penalties] Match score must be negative or zero (M=%d)\n",affine_penalties->match); @@ -113,32 +101,33 @@ void wavefronts_penalties_set_affine( } else if (affine_penalties->mismatch <= 0 || affine_penalties->gap_opening < 0 || affine_penalties->gap_extension <= 0) { - fprintf(stderr,"[WFA::Penalties] Penalties must be positive (X=%d,O=%d,E=%d). " - "Must be (X>0,O>=0,E>0)\n", + fprintf(stderr,"[WFA::Penalties] Penalties (X=%d,O=%d,E=%d) must be (X>0,O>=0,E>0)\n", affine_penalties->mismatch, affine_penalties->gap_opening, affine_penalties->gap_extension); exit(1); } - // Copy base penalties - wavefronts_penalties->mismatch = affine_penalties->mismatch; - wavefronts_penalties->gap_opening1 = affine_penalties->gap_opening; - wavefronts_penalties->gap_extension1 = affine_penalties->gap_extension; - // Adjust scores - if (affine_penalties->match > 0 && - penalties_strategy == wavefronts_penalties_shifted_penalties) { - wavefronts_penalties_shift(wavefronts_penalties,affine_penalties->match); + // Set penalties (if needed, adjust using Eizenga's formula) + if (affine_penalties->match < 0) { + wf_penalties->match = affine_penalties->match; + wf_penalties->mismatch = 2*affine_penalties->mismatch - 2*affine_penalties->match; + wf_penalties->gap_opening1 = 2*affine_penalties->gap_opening; + wf_penalties->gap_extension1 = 2*affine_penalties->gap_extension - affine_penalties->match; + } else { + wf_penalties->match = 0; + wf_penalties->mismatch = affine_penalties->mismatch; + wf_penalties->gap_opening1 = affine_penalties->gap_opening; + wf_penalties->gap_extension1 = affine_penalties->gap_extension; } // Set unused - wavefronts_penalties->gap_opening2 = -1; - wavefronts_penalties->gap_extension2 = -1; + wf_penalties->gap_opening2 = -1; + wf_penalties->gap_extension2 = -1; } -void wavefronts_penalties_set_affine2p( - wavefronts_penalties_t* const wavefronts_penalties, - affine2p_penalties_t* const affine2p_penalties, - const wf_penalties_strategy_type penalties_strategy) { +void wavefront_penalties_set_affine2p( + wavefront_penalties_t* const wf_penalties, + affine2p_penalties_t* const affine2p_penalties) { // Set distance model - wavefronts_penalties->distance_metric = gap_affine_2p; + wf_penalties->distance_metric = gap_affine_2p; // Check base penalties if (affine2p_penalties->match > 0) { fprintf(stderr,"[WFA::Penalties] Match score must be negative or zero (M=%d)\n",affine2p_penalties->match); @@ -148,8 +137,7 @@ void wavefronts_penalties_set_affine2p( affine2p_penalties->gap_extension1 <= 0 || affine2p_penalties->gap_opening2 <= 0 || affine2p_penalties->gap_extension2 <= 0) { - fprintf(stderr,"[WFA::Penalties] Penalties must be strictly positive (X=%d,O1=%d,E1=%d,O2=%d,E2=%d). " - "Must be (X>0,O1>0,E1>0,O1>0,E1>0)\n", + fprintf(stderr,"[WFA::Penalties] Penalties (X=%d,O1=%d,E1=%d,O2=%d,E2=%d) must be (X>0,O1>=0,E1>0,O1>=0,E1>0)\n", affine2p_penalties->mismatch, affine2p_penalties->gap_opening1, affine2p_penalties->gap_extension1, @@ -157,26 +145,31 @@ void wavefronts_penalties_set_affine2p( affine2p_penalties->gap_extension2); exit(1); } - // Copy base penalties - wavefronts_penalties->mismatch = affine2p_penalties->mismatch; - wavefronts_penalties->gap_opening1 = affine2p_penalties->gap_opening1; - wavefronts_penalties->gap_extension1 = affine2p_penalties->gap_extension1; - wavefronts_penalties->gap_opening2 = affine2p_penalties->gap_opening2; - wavefronts_penalties->gap_extension2 = affine2p_penalties->gap_extension2; - // Adjust scores - if (affine2p_penalties->match > 0 && - penalties_strategy == wavefronts_penalties_shifted_penalties) { - wavefronts_penalties_shift(wavefronts_penalties,affine2p_penalties->match); + // Set penalties (if needed, adjust using Eizenga's formula) + if (affine2p_penalties->match < 0) { + wf_penalties->match = affine2p_penalties->match; + wf_penalties->mismatch = 2*affine2p_penalties->mismatch - 2*wf_penalties->match; + wf_penalties->gap_opening1 = 2*affine2p_penalties->gap_opening1; + wf_penalties->gap_extension1 = 2*affine2p_penalties->gap_extension1 - affine2p_penalties->match; + wf_penalties->gap_opening2 = 2*affine2p_penalties->gap_opening2; + wf_penalties->gap_extension2 = 2*affine2p_penalties->gap_extension2 - affine2p_penalties->match; + } else { + wf_penalties->match = 0; + wf_penalties->mismatch = affine2p_penalties->mismatch; + wf_penalties->gap_opening1 = affine2p_penalties->gap_opening1; + wf_penalties->gap_extension1 = affine2p_penalties->gap_extension1; + wf_penalties->gap_opening2 = affine2p_penalties->gap_opening2; + wf_penalties->gap_extension2 = affine2p_penalties->gap_extension2; } } /* * Display */ -void wavefronts_penalties_print( +void wavefront_penalties_print( FILE* const stream, - wavefronts_penalties_t* const wavefronts_penalties) { + wavefront_penalties_t* const wf_penalties) { // Select penalties mode - switch (wavefronts_penalties->distance_metric) { + switch (wf_penalties->distance_metric) { case indel: fprintf(stream,"(Indel)"); break; @@ -185,29 +178,24 @@ void wavefronts_penalties_print( break; case gap_linear: fprintf(stream,"(GapLinear,%d,%d)", - wavefronts_penalties->mismatch, - wavefronts_penalties->gap_opening1); + wf_penalties->mismatch, + wf_penalties->gap_opening1); break; case gap_affine: fprintf(stream,"(GapAffine,%d,%d,%d)", - wavefronts_penalties->mismatch, - wavefronts_penalties->gap_opening1, - wavefronts_penalties->gap_extension1); + wf_penalties->mismatch, + wf_penalties->gap_opening1, + wf_penalties->gap_extension1); break; case gap_affine_2p: - fprintf(stream,"(GapAffine2p%d,%d,%d,%d,%d)", - wavefronts_penalties->mismatch, - wavefronts_penalties->gap_opening1, - wavefronts_penalties->gap_extension1, - wavefronts_penalties->gap_opening2, - wavefronts_penalties->gap_extension2); + fprintf(stream,"(GapAffine2p,%d,%d,%d,%d,%d)", + wf_penalties->mismatch, + wf_penalties->gap_opening1, + wf_penalties->gap_extension1, + wf_penalties->gap_opening2, + wf_penalties->gap_extension2); break; default: break; } } - - - - - diff --git a/wavefront/wavefront_penalties.h b/wavefront/wavefront_penalties.h index 83922861..97c752c0 100644 --- a/wavefront/wavefront_penalties.h +++ b/wavefront/wavefront_penalties.h @@ -44,55 +44,68 @@ typedef enum { edit = 1, // Levenshtein gap_linear = 2, // Needleman-Wunsch gap_affine = 3, // Smith-Waterman-Gotoh - gap_affine_2p = 4 // Concave 2-pieces + gap_affine_2p = 4 // Gap-Affine 2-pieces } distance_metric_t; -/* - * Penalty adaptation strategy - */ -typedef enum { - wavefronts_penalties_force_zero_match, - wavefronts_penalties_shifted_penalties, -} wf_penalties_strategy_type; - /* * Wavefront Penalties */ typedef struct { distance_metric_t distance_metric; // Alignment metric/distance used - // int match; // (M = 0) + int match; // (M <= 0) (Internal variable change to M=0 for WFA) int mismatch; // (X > 0) - int gap_opening1; // (O1 > 0) + int gap_opening1; // (O1 >= 0) int gap_extension1; // (E1 > 0) - int gap_opening2; // (O2 > 0) + int gap_opening2; // (O2 >= 0) int gap_extension2; // (E2 > 0) -} wavefronts_penalties_t; +} wavefront_penalties_t; + +/* + * Compute SW-score equivalent (thanks to Eizenga's formula) + */ +#define WF_SCORE_TO_SW_SCORE(swg_match,plen,tlen,wf_score) ((swg_match*(plen+tlen) - wf_score)/2) /* * Penalties adjustment */ -void wavefronts_penalties_set_indel( - wavefronts_penalties_t* const wavefronts_penalties); -void wavefronts_penalties_set_edit( - wavefronts_penalties_t* const wavefronts_penalties); -void wavefronts_penalties_set_linear( - wavefronts_penalties_t* const wavefronts_penalties, - linear_penalties_t* const linear_penalties, - const wf_penalties_strategy_type penalties_strategy); -void wavefronts_penalties_set_affine( - wavefronts_penalties_t* const wavefronts_penalties, - affine_penalties_t* const affine_penalties, - const wf_penalties_strategy_type penalties_strategy); -void wavefronts_penalties_set_affine2p( - wavefronts_penalties_t* const wavefronts_penalties, - affine2p_penalties_t* const affine2p_penalties, - const wf_penalties_strategy_type penalties_strategy); +void wavefront_penalties_set_indel( + wavefront_penalties_t* const wf_penalties); +void wavefront_penalties_set_edit( + wavefront_penalties_t* const wf_penalties); +void wavefront_penalties_set_linear( + wavefront_penalties_t* const wf_penalties, + linear_penalties_t* const linear_penalties); +void wavefront_penalties_set_affine( + wavefront_penalties_t* const wf_penalties, + affine_penalties_t* const affine_penalties); +void wavefront_penalties_set_affine2p( + wavefront_penalties_t* const wf_penalties, + affine2p_penalties_t* const affine2p_penalties); + +/* + * Score conversion + */ +int wavefront_penalties_get_score_indel( + wavefront_penalties_t* const wf_penalties, + const int score); +int wavefront_penalties_get_score_edit( + wavefront_penalties_t* const wf_penalties, + const int score); +int wavefront_penalties_get_score_linear( + wavefront_penalties_t* const wf_penalties, + const int score); +int wavefront_penalties_get_score_affine( + wavefront_penalties_t* const wf_penalties, + const int score); +int wavefront_penalties_get_score_affine2p( + wavefront_penalties_t* const wf_penalties, + const int score); /* * Display */ -void wavefronts_penalties_print( +void wavefront_penalties_print( FILE* const stream, - wavefronts_penalties_t* const wavefronts_penalties); + wavefront_penalties_t* const wf_penalties); #endif /* WAVEFRONT_WAVEFRONT_PENALTIES_H_ */ diff --git a/wavefront/wavefront_plot.c b/wavefront/wavefront_plot.c index 39905ee1..a7ca0412 100644 --- a/wavefront/wavefront_plot.c +++ b/wavefront/wavefront_plot.c @@ -26,88 +26,162 @@ * * PROJECT: Wavefront Alignment Algorithms * AUTHOR(S): Santiago Marco-Sola - * DESCRIPTION: WaveFront-Alignment module for plot + * DESCRIPTION: Wavefront alignment module for plot */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "wavefront_plot.h" #include "wavefront_aligner.h" /* - * Setup + * Heatmaps */ -void wavefront_plot_allocate( +void wavefront_plot_heatmaps_allocate( wavefront_plot_t* const wf_plot, - const distance_metric_t distance_metric, const int pattern_length, - const int text_length, - wavefront_plot_params_t* const plot_params) { + const int text_length) { + wavefront_plot_attr_t* const attributes = &wf_plot->attributes; // Compute dimensions - const int min_v = (plot_params->min_v == -1) ? 0 : plot_params->min_v; - const int max_v = (plot_params->max_v == -1) ? pattern_length-1 : plot_params->max_v; - const int min_h = (plot_params->min_h == -1) ? 0 : plot_params->min_h; - const int max_h = (plot_params->max_h == -1) ? text_length-1 : plot_params->max_h; - // Wavefront Components - wf_plot->m_heatmap = heatmap_new(heatmap_min, - min_v,max_v,min_h,max_h,plot_params->resolution_points); - if (distance_metric == gap_affine) { - wf_plot->i1_heatmap = heatmap_new(heatmap_min, - min_v,max_v,min_h,max_h,plot_params->resolution_points); - wf_plot->d1_heatmap = heatmap_new(heatmap_min, - min_v,max_v,min_h,max_h,plot_params->resolution_points); - } else { - wf_plot->i1_heatmap = NULL; - wf_plot->d1_heatmap = NULL; - } - if (distance_metric == gap_affine_2p) { - wf_plot->i2_heatmap = heatmap_new(heatmap_min, - min_v,max_v,min_h,max_h,plot_params->resolution_points); - wf_plot->d2_heatmap = heatmap_new(heatmap_min, - min_v,max_v,min_h,max_h,plot_params->resolution_points); - } else { - wf_plot->i2_heatmap = NULL; - wf_plot->d2_heatmap = NULL; - } + const int resolution_points = attributes->resolution_points; + const int min_v = (wf_plot->min_v == -1) ? 0 : wf_plot->min_v; + const int max_v = (wf_plot->max_v == -1) ? pattern_length-1 : wf_plot->max_v; + const int min_h = (wf_plot->min_h == -1) ? 0 : wf_plot->min_h; + const int max_h = (wf_plot->max_h == -1) ? text_length-1 : wf_plot->max_h; // Behavior wf_plot->behavior_heatmap = heatmap_new(heatmap_value, - min_v,max_v,min_h,max_h,plot_params->resolution_points); + min_v,max_v,min_h,max_h,resolution_points); + // Wavefront Components + wf_plot->m_heatmap = heatmap_new(heatmap_min, + min_v,max_v,min_h,max_h,resolution_points); + wf_plot->i1_heatmap = NULL; + wf_plot->d1_heatmap = NULL; + wf_plot->i2_heatmap = NULL; + wf_plot->d2_heatmap = NULL; + if (wf_plot->distance_metric < gap_affine) return; + // Gap-affine + wf_plot->i1_heatmap = heatmap_new(heatmap_min, + min_v,max_v,min_h,max_h,resolution_points); + wf_plot->d1_heatmap = heatmap_new(heatmap_min, + min_v,max_v,min_h,max_h,resolution_points); + if (wf_plot->distance_metric == gap_affine) return; + // Gap-affine-2p + wf_plot->i2_heatmap = heatmap_new(heatmap_min, + min_v,max_v,min_h,max_h,resolution_points); + wf_plot->d2_heatmap = heatmap_new(heatmap_min, + min_v,max_v,min_h,max_h,resolution_points); } -void wavefront_plot_free( +void wavefront_plot_heatmaps_free( wavefront_plot_t* const wf_plot) { + heatmap_delete(wf_plot->behavior_heatmap); heatmap_delete(wf_plot->m_heatmap); if (wf_plot->i1_heatmap) heatmap_delete(wf_plot->i1_heatmap); if (wf_plot->d1_heatmap) heatmap_delete(wf_plot->d1_heatmap); if (wf_plot->i2_heatmap) heatmap_delete(wf_plot->i2_heatmap); if (wf_plot->d2_heatmap) heatmap_delete(wf_plot->d2_heatmap); - heatmap_delete(wf_plot->behavior_heatmap); +} +/* + * Setup + */ +wavefront_plot_t* wavefront_plot_new( + const distance_metric_t distance_metric, + const int pattern_length, + const int text_length, + wavefront_plot_attr_t* const attributes) { + // Handler + wavefront_plot_t* const wf_plot = (wavefront_plot_t*)malloc(sizeof(wavefront_plot_t)); + // Parameters + wf_plot->attributes = *attributes; + wf_plot->distance_metric = distance_metric; + wf_plot->min_v = -1; + wf_plot->max_v = -1; + wf_plot->min_h = -1; + wf_plot->max_h = -1; + // Allocate and configure + wavefront_plot_heatmaps_allocate(wf_plot,pattern_length,text_length); + // Clear offsets + wf_plot->offset_h = 0; + wf_plot->offset_v = 0; + // Return + return wf_plot; +} +void wavefront_plot_resize( + wavefront_plot_t* const wf_plot, + const int pattern_length, + const int text_length) { + // Free heatmaps + wavefront_plot_heatmaps_free(wf_plot); + // Allocate new heatmaps + wavefront_plot_heatmaps_allocate(wf_plot,pattern_length,text_length); + // Clear offsets + wf_plot->offset_h = 0; + wf_plot->offset_v = 0; +} +void wavefront_plot_delete( + wavefront_plot_t* const wf_plot) { + // Heatmaps + wavefront_plot_heatmaps_free(wf_plot); + // Handler + free(wf_plot); } /* * Accessors */ void wavefront_plot_component( + wavefront_aligner_t* const wf_aligner, wavefront_t* const wavefront, - const char* const pattern, - const int pattern_length, - const char* const text, - const int text_length, const int score, heatmap_t* const wf_heatmap, - heatmap_t* const extend_heatmap) { - if (wavefront != NULL) { - int k; - for (k=wavefront->lo;k<=wavefront->hi;++k) { - const wf_offset_t offset = wavefront->offsets[k]; - if (offset >= 0) { - // Compute coordinates - int v = WAVEFRONT_V(k,offset); - int h = WAVEFRONT_H(k,offset); - if (v>=pattern_length || h>=text_length) continue; - heatmap_set(wf_heatmap,v,h,score); - // Simulate extension - if (extend_heatmap != NULL) { - while (vpattern_length; + const int text_length = wf_aligner->text_length; + const char* const pattern = wf_aligner->pattern; + const char* const text = wf_aligner->text; + wavefront_plot_t* const plot = wf_aligner->plot; + const bool reverse = (wf_aligner->align_mode == wf_align_biwfa_breakpoint_reverse); + // Traverse all offsets + int k; + for (k=wavefront->lo;k<=wavefront->hi;++k) { + const wf_offset_t offset = wavefront->offsets[k]; + if (offset < 0) continue; + // Compute local coordinates + int v_local = WAVEFRONT_V(k,offset); + int h_local = WAVEFRONT_H(k,offset); + if (v_local < 0 || v_local >= pattern_length) continue; + if (h_local < 0 || h_local >= text_length) continue; + // Compute global coordinates + int v_global, h_global; + if (reverse) { + v_global = plot->offset_v + (pattern_length - 1 - v_local); + h_global = plot->offset_h + (text_length - 1 - h_local); + } else { + v_global = plot->offset_v + v_local; + h_global = plot->offset_h + h_local; + } + // Plot + if (reverse) { + if (h_local>0 && v_local>0) heatmap_set(wf_heatmap,v_global+1,h_global+1,score); + } else { + if (h_local>0 && v_local>0) heatmap_set(wf_heatmap,v_global-1,h_global-1,score); + } + // Simulate extension + if (extend) { + while (v_local < pattern_length && + h_local < text_length && + pattern[v_local] == text[h_local]) { + if (reverse) { + v_global--; h_global--; + } else { + v_global++; h_global++; + } + v_local++; h_local++; + if (reverse) { + heatmap_set(wf_heatmap,v_global+1,h_global+1,score); + } else { + heatmap_set(wf_heatmap,v_global-1,h_global-1,score); } } } @@ -115,63 +189,41 @@ void wavefront_plot_component( } void wavefront_plot( wavefront_aligner_t* const wf_aligner, - const char* const pattern, - const char* const text, - const int score) { + const int score, + const int align_level) { + //if (wf_aligner->align_mode == wf_align_biwfa_breakpoint_forward) return; + // Check plotting enabled wrt align-level + if (wf_aligner->align_mode == wf_align_biwfa_breakpoint_forward || + wf_aligner->align_mode == wf_align_biwfa_breakpoint_reverse) { + if (align_level != wf_aligner->plot->attributes.align_level) return; + } + if (wf_aligner->align_mode == wf_align_biwfa_subsidiary && + wf_aligner->plot->attributes.align_level != -1) return; // Parameters - const int pattern_length = wf_aligner->pattern_length; - const int text_length = wf_aligner->text_length; const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; wavefront_components_t* const wf_components = &wf_aligner->wf_components; - const int s = (wf_components->memory_modular) ? score%wf_components->max_score_scope : score; + const int score_mod = (wf_components->memory_modular) ? score%wf_components->max_score_scope : score; // Plot wavefront components - wavefront_plot_component( - wf_components->mwavefronts[s], - pattern,pattern_length,text,text_length, - score,wf_aligner->wf_plot.m_heatmap, - wf_aligner->wf_plot.behavior_heatmap); - if (distance_metric == gap_affine) { - wavefront_plot_component( - wf_components->i1wavefronts[s], - pattern,pattern_length,text,text_length, - score,wf_aligner->wf_plot.i1_heatmap,NULL); - wavefront_plot_component( - wf_components->d1wavefronts[s], - pattern,pattern_length,text,text_length, - score,wf_aligner->wf_plot.d1_heatmap,NULL); - } - if (distance_metric == gap_affine_2p) { - wavefront_plot_component( - wf_components->i2wavefronts[s], - pattern,pattern_length,text,text_length, - score,wf_aligner->wf_plot.i2_heatmap,NULL); - wavefront_plot_component( - wf_components->d2wavefronts[s], - pattern,pattern_length,text,text_length, - score,wf_aligner->wf_plot.d2_heatmap,NULL); - } + wavefront_plot_component(wf_aligner, + wf_components->mwavefronts[score_mod], + score,wf_aligner->plot->m_heatmap,true); + if (distance_metric < gap_affine) return; + // Gap-affine + wavefront_plot_component(wf_aligner, + wf_components->i1wavefronts[score_mod], + score,wf_aligner->plot->i1_heatmap,false); + wavefront_plot_component(wf_aligner, + wf_components->d1wavefronts[score_mod], + score,wf_aligner->plot->d1_heatmap,false); + if (distance_metric == gap_affine) return; + // Gap-affine-2p + wavefront_plot_component(wf_aligner, + wf_components->i2wavefronts[score_mod], + score,wf_aligner->plot->i2_heatmap,false); + wavefront_plot_component(wf_aligner, + wf_components->d2wavefronts[score_mod], + score,wf_aligner->plot->d2_heatmap,false); } -//void wavefront_plot_cutoff( -// wavefront_aligner_t* const wf_aligner, -// const int score, -// const int lo_base, -// const int lo_reduced, -// const int hi_base, -// const int hi_reduced) { -// wavefront_components_t* const wf_components = &wf_aligner->wf_components; -// const int s = (wf_components->memory_modular) ? score%wf_components->max_score_scope : score; -// wavefront_t* const wavefront = wf_components->mwavefronts[s]; -// heatmap_t* const heatmap = wf_aligner->wf_plot.behavior_heatmap; -// int k; -// for (k=lo_base;koffsets[k]; -// if (offset >= 0) heatmap_set(heatmap,WAVEFRONT_V(k,offset),WAVEFRONT_H(k,offset),20); -// } -// for (k=hi_reduced+1;k<=hi_base;++k) { -// const wf_offset_t offset = wavefront->offsets[k]; -// if (offset >= 0) heatmap_set(heatmap,WAVEFRONT_V(k,offset),WAVEFRONT_H(k,offset),20); -// } -//} /* * Display */ @@ -181,19 +233,19 @@ void wavefront_plot_print_cigar( const char target_operation) { int i, h=0, v=0, count=0; for (i=cigar->begin_offset;iend_offset;++i) { - // Print point - const char operation = cigar->operations[i]; - if (operation == target_operation) { - if (count++ > 0) fprintf(stream,";"); - fprintf(stream,"%d,%d",h,v); - } // Check operation + const char operation = cigar->operations[i]; switch (operation) { case 'M': case 'X': ++h; ++v; break; case 'I': ++h; break; case 'D': ++v; break; default: break; } + // Print point + if (operation == target_operation && h>0 && v>0) { + if (count++ > 0) fprintf(stream,";"); + fprintf(stream,"%d,%d",h-1,v-1); + } } } void wavefront_plot_print( @@ -201,23 +253,30 @@ void wavefront_plot_print( wavefront_aligner_t* const wf_aligner) { // Parameters const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; - wavefront_plot_t* const wf_plot = &wf_aligner->wf_plot; + wavefront_plot_t* const wf_plot = wf_aligner->plot; // Metadata - fprintf(stream,"# PatternLength %d\n",wf_aligner->pattern_length); - fprintf(stream,"# TextLength %d\n",wf_aligner->text_length); + if (wf_aligner->match_funct != NULL) { + fprintf(stream,"# PatternLength 0\n"); + fprintf(stream,"# TextLength 0\n"); + fprintf(stream,"# Pattern -\n"); + fprintf(stream,"# Text -\n"); + } else { + fprintf(stream,"# PatternLength %d\n",wf_aligner->pattern_length); + fprintf(stream,"# Pattern %.*s\n",wf_aligner->pattern_length,wf_aligner->pattern); + fprintf(stream,"# TextLength %d\n",wf_aligner->text_length); + fprintf(stream,"# Text %.*s\n",wf_aligner->text_length,wf_aligner->text); + } fprintf(stream,"# Penalties "); - wavefronts_penalties_print(stream,&wf_aligner->penalties); + wavefront_penalties_print(stream,&wf_aligner->penalties); fprintf(stream,"\n"); // Alignment mode - fprintf(stream,"# WFAMode ("); - fprintf(stream,"%s",(wf_aligner->alignment_scope==compute_score)?"S":"A"); - fprintf(stream,"%c",(wf_aligner->wf_components.bt_piggyback)?'L':'F'); - fprintf(stream,"%c",(wf_aligner->alignment_form.span==alignment_end2end)?'G':'S'); + fprintf(stream,"# WFAMode "); + wavefront_aligner_print_mode(stream,wf_aligner); wavefront_heuristic_t* const wf_heuristic = &wf_aligner->heuristic; if (wf_heuristic->strategy != wf_heuristic_none) { wavefront_heuristic_print(stream,wf_heuristic); } - fprintf(stream,")\n"); + fprintf(stream,"\n"); // Wavefront components fprintf(stream,"# Heatmap M\n"); heatmap_print(stream,wf_plot->m_heatmap); if (distance_metric == gap_affine) { @@ -233,16 +292,16 @@ void wavefront_plot_print( // CIGAR if (wf_aligner->alignment_scope == compute_alignment) { fprintf(stream,"# List CIGAR-M "); - wavefront_plot_print_cigar(stream,&wf_aligner->cigar,'M'); + wavefront_plot_print_cigar(stream,wf_aligner->cigar,'M'); fprintf(stream,"\n"); fprintf(stream,"# List CIGAR-X "); - wavefront_plot_print_cigar(stream,&wf_aligner->cigar,'X'); + wavefront_plot_print_cigar(stream,wf_aligner->cigar,'X'); fprintf(stream,"\n"); fprintf(stream,"# List CIGAR-I "); - wavefront_plot_print_cigar(stream,&wf_aligner->cigar,'I'); + wavefront_plot_print_cigar(stream,wf_aligner->cigar,'I'); fprintf(stream,"\n"); fprintf(stream,"# List CIGAR-D "); - wavefront_plot_print_cigar(stream,&wf_aligner->cigar,'D'); + wavefront_plot_print_cigar(stream,wf_aligner->cigar,'D'); fprintf(stream,"\n"); } } diff --git a/wavefront/wavefront_plot.h b/wavefront/wavefront_plot.h index c824e08e..fb0cf11a 100644 --- a/wavefront/wavefront_plot.h +++ b/wavefront/wavefront_plot.h @@ -26,14 +26,14 @@ * * PROJECT: Wavefront Alignment Algorithms * AUTHOR(S): Santiago Marco-Sola - * DESCRIPTION: WaveFront-Alignment module for plot + * DESCRIPTION: Wavefront alignment module for plot */ #ifndef WAVEFRONT_PLOT_H_ #define WAVEFRONT_PLOT_H_ -#include "utils/commons.h" #include "utils/heatmap.h" +#include "alignment/score_matrix.h" #include "wavefront/wavefront_penalties.h" // Wavefront ahead definition @@ -43,36 +43,43 @@ typedef struct _wavefront_aligner_t wavefront_aligner_t; * Wavefront Display */ typedef struct { - // Display enabled - bool plot_enabled; - // Resolution and range - int resolution_points; + bool enabled; // Is plotting enabled + int resolution_points; // Total resolution points + int align_level; // Level of recursion to plot (-1 == final) +} wavefront_plot_attr_t; +typedef struct { + // Configuration + wavefront_plot_attr_t attributes; + distance_metric_t distance_metric; int min_v; int max_v; int min_h; int max_h; -} wavefront_plot_params_t; -typedef struct { - // Wavefront components + // Wavefront Heatmaps heatmap_t* m_heatmap; heatmap_t* i1_heatmap; heatmap_t* d1_heatmap; heatmap_t* i2_heatmap; heatmap_t* d2_heatmap; - // Alignment behavior heatmap_t* behavior_heatmap; + // Offsets + int offset_h; + int offset_v; } wavefront_plot_t; /* * Setup */ -void wavefront_plot_allocate( - wavefront_plot_t* const wf_plot, +wavefront_plot_t* wavefront_plot_new( const distance_metric_t distance_metric, const int pattern_length, const int text_length, - wavefront_plot_params_t* const plot_params); -void wavefront_plot_free( + wavefront_plot_attr_t* const attributes); +void wavefront_plot_resize( + wavefront_plot_t* const wf_plot, + const int pattern_length, + const int text_length); +void wavefront_plot_delete( wavefront_plot_t* const wf_plot); /* @@ -80,9 +87,8 @@ void wavefront_plot_free( */ void wavefront_plot( wavefront_aligner_t* const wf_aligner, - const char* const pattern, - const char* const text, - const int score); + const int score, + const int align_level); /* * Display diff --git a/wavefront/wavefront_slab.c b/wavefront/wavefront_slab.c index 16c117b5..98a4f3f9 100644 --- a/wavefront/wavefront_slab.c +++ b/wavefront/wavefront_slab.c @@ -29,30 +29,35 @@ * DESCRIPTION: WaveFront Slab for fast pre-allocated wavefronts' memory handling */ +#include "utils/commons.h" +#include "system/mm_allocator.h" #include "wavefront_slab.h" /* * Constants */ -#define WF_SLAB_EXPAND_FACTOR (3.0f/2.0f) -#define WF_SLAB_SIZE_INIT 100 +#define WF_SLAB_EXPAND_FACTOR 1.5f +#define WF_SLAB_QUEUES_LENGTH_INIT 100 /* - * Slab Setup + * Setup */ wavefront_slab_t* wavefront_slab_new( - const int wf_elements_allocated, + const int init_wf_length, const bool allocate_backtrace, + const wf_slab_mode_t slab_mode, mm_allocator_t* const mm_allocator) { // Allocate wavefront_slab_t* const wavefront_slab = mm_allocator_alloc(mm_allocator,wavefront_slab_t); // Attributes wavefront_slab->allocate_backtrace = allocate_backtrace; + wavefront_slab->slab_mode = slab_mode; // Wavefront Slabs - wavefront_slab->wf_elements_allocated = wf_elements_allocated; - wavefront_slab->wavefronts = vector_new(WF_SLAB_SIZE_INIT,wavefront_t*); - wavefront_slab->wavefronts_free = vector_new(WF_SLAB_SIZE_INIT,wavefront_t*); + wavefront_slab->init_wf_length = init_wf_length; + wavefront_slab->current_wf_length = init_wf_length; + wavefront_slab->wavefronts = vector_new(WF_SLAB_QUEUES_LENGTH_INIT,wavefront_t*); + wavefront_slab->wavefronts_free = vector_new(WF_SLAB_QUEUES_LENGTH_INIT,wavefront_t*); // Stats wavefront_slab->memory_used = 0; // MM @@ -60,63 +65,86 @@ wavefront_slab_t* wavefront_slab_new( // Return return wavefront_slab; } -void wavefront_slab_reap( - wavefront_slab_t* const wavefront_slab, - const wf_slab_reap_mode_t reap_mode) { +void wavefront_slab_reap_free( + wavefront_slab_t* const wavefront_slab) { // Parameters - const bool reap_all = (reap_mode == wf_slab_reap_all); - const int wf_elements_allocated = wavefront_slab->wf_elements_allocated; + wavefront_t** const wavefronts = vector_get_mem(wavefront_slab->wavefronts,wavefront_t*); + const int num_wavefronts = vector_get_used(wavefront_slab->wavefronts); mm_allocator_t* const mm_allocator = wavefront_slab->mm_allocator; - // Clear free + // Remove "deallocated" and free wavefronts + int i, valid_idx = 0; + for (i=0;istatus) { + case wavefront_status_deallocated: + mm_allocator_free(mm_allocator,wavefronts[i]); // Delete handler + break; + case wavefront_status_busy: + wavefronts[valid_idx++] = wavefronts[i]; // Valid wavefront + break; + case wavefront_status_free: + wavefront_free(wavefronts[i],mm_allocator); // Free wavefront + wavefront_slab->memory_used -= wavefront_get_size(wavefronts[i]); + mm_allocator_free(mm_allocator,wavefronts[i]); // Delete handler + break; + } + } + vector_set_used(wavefront_slab->wavefronts,valid_idx); vector_clear(wavefront_slab->wavefronts_free); - // Strict adjustment of wavefronts (No matter the status: busy, free, etc) - wavefront_t** const wavefronts = - vector_get_mem(wavefront_slab->wavefronts,wavefront_t*); +} +void wavefront_slab_reap_repurpose( + wavefront_slab_t* const wavefront_slab) { + // Parameters + const int current_wf_length = wavefront_slab->current_wf_length; + wavefront_t** const wavefronts = vector_get_mem(wavefront_slab->wavefronts,wavefront_t*); const int num_wavefronts = vector_get_used(wavefront_slab->wavefronts); + mm_allocator_t* const mm_allocator = wavefront_slab->mm_allocator; + // Clear free + vector_reserve(wavefront_slab->wavefronts_free,num_wavefronts,false); + wavefront_t** const wavefronts_free = vector_get_mem(wavefront_slab->wavefronts_free,wavefront_t*); + // Remove "deallocated" and repurpose all we can of current wf-length int i, valid_idx = 0; for (i=0;istatus) { - case wavefront_status_deallocated: // Deallocated + case wavefront_status_deallocated: mm_allocator_free(mm_allocator,wavefronts[i]); // Delete handler break; case wavefront_status_busy: - if (reap_mode == wf_slab_reap_free_unfit) { - wavefronts[valid_idx++] = wavefronts[i]; // Valid wavefront - break; - } - // no break - case wavefront_status_free: { - const bool unfit = (wavefronts[i]->wf_elements_allocated < wf_elements_allocated); - if (reap_all || unfit) { + case wavefront_status_free: + if (wavefronts[i]->wf_elements_allocated == current_wf_length) { + wavefronts[i]->status = wavefront_status_free; // Set free + wavefronts[valid_idx] = wavefronts[i]; // Valid wavefront + wavefronts_free[valid_idx] = wavefronts[i]; // Free wavefront + valid_idx++; + } else { wavefront_free(wavefronts[i],mm_allocator); // Free wavefront wavefront_slab->memory_used -= wavefront_get_size(wavefronts[i]); mm_allocator_free(mm_allocator,wavefronts[i]); // Delete handler - } else { - wavefronts[valid_idx++] = wavefronts[i]; // Valid wavefront - wavefronts[i]->status = wavefront_status_free; // Set free - vector_insert(wavefront_slab->wavefronts_free,wavefronts[i],wavefront_t*); } break; - } } } vector_set_used(wavefront_slab->wavefronts,valid_idx); + vector_set_used(wavefront_slab->wavefronts_free,valid_idx); } -void wavefront_slab_resize( - wavefront_slab_t* const wavefront_slab, - const int wf_elements_allocated) { - // Check max-wavefront elements - if (wavefront_slab->wf_elements_allocated < wf_elements_allocated) { - // Set new max-elements wavefront length - wavefront_slab->wf_elements_allocated = wf_elements_allocated; - // Reap short wavefronts (unfit) - wavefront_slab_reap(wavefront_slab,wf_slab_reap_free_unfit); - } +void wavefront_slab_reap( + wavefront_slab_t* const wavefront_slab) { + // Back to initial size + wavefront_slab->current_wf_length = wavefront_slab->init_wf_length; + wavefront_slab_reap_repurpose(wavefront_slab); // Repurpose all wavefronts } void wavefront_slab_clear( wavefront_slab_t* const wavefront_slab) { - // Reap short wavefronts (unfit) - wavefront_slab_reap(wavefront_slab,wf_slab_reap_all_unfit); + // Select slab mode + switch (wavefront_slab->slab_mode) { + case wf_slab_reuse: + wavefront_slab_reap_repurpose(wavefront_slab); + break; + case wf_slab_tight: + // Back to initial size + wavefront_slab->current_wf_length = wavefront_slab->init_wf_length; + wavefront_slab_reap_repurpose(wavefront_slab); + break; + } } void wavefront_slab_delete( wavefront_slab_t* const wavefront_slab) { @@ -141,48 +169,109 @@ void wavefront_slab_delete( // Handler mm_allocator_free(wavefront_slab->mm_allocator,wavefront_slab); } +/* + * Accessors + */ +void wavefront_slab_set_mode( + wavefront_slab_t* const wavefront_slab, + const wf_slab_mode_t slab_mode) { + // Check mode + if (slab_mode != wavefront_slab->slab_mode) { + // Change mode + wavefront_slab->slab_mode = slab_mode; + // Reap + wavefront_slab->current_wf_length = wavefront_slab->init_wf_length; + wavefront_slab_reap_repurpose(wavefront_slab); + } +} /* * Slab Allocator */ -wavefront_t* wavefront_slab_allocate( +wavefront_t* wavefront_slab_allocate_new( + wavefront_slab_t* const wavefront_slab, + const int wf_length_requested, + const int min_lo, + const int max_hi) { + // Allocate a new wavefront + mm_allocator_t* const mm_allocator = wavefront_slab->mm_allocator; + wavefront_t* const wavefront = mm_allocator_alloc(mm_allocator,wavefront_t); + wavefront_allocate(wavefront,wf_length_requested,wavefront_slab->allocate_backtrace,mm_allocator); + vector_insert(wavefront_slab->wavefronts,wavefront,wavefront_t*); + wavefront_slab->memory_used += wavefront_get_size(wavefront); + // Init wavefront + wavefront->status = wavefront_status_busy; + wavefront_init(wavefront,min_lo,max_hi); + // Return + return wavefront; +} +wavefront_t* wavefront_slab_allocate_free( wavefront_slab_t* const wavefront_slab, const int min_lo, const int max_hi) { // Parameters vector_t* const wavefronts_free = wavefront_slab->wavefronts_free; - const int wavefront_length = WAVEFRONT_LENGTH(min_lo,max_hi); - // Check max-length of pre-allocated wavefronts - if (wavefront_length > wavefront_slab->wf_elements_allocated) { - // Compute new slab size & redim - const int proposed_length = (float)wavefront_length * WF_SLAB_EXPAND_FACTOR; - wavefront_slab_resize(wavefront_slab,proposed_length); - } - // Check for a free wavefront (pre-allocated in the slab) - wavefront_t* wavefront; - if (vector_get_used(wavefronts_free) > 0) { - // Reuse wavefront - wavefront = *(vector_get_last_elm(wavefronts_free,wavefront_t*)); - vector_dec_used(wavefronts_free); - } else { - // Allocate new wavefront - wavefront = mm_allocator_alloc(wavefront_slab->mm_allocator,wavefront_t); - wavefront_allocate(wavefront,wavefront_slab->wf_elements_allocated, - wavefront_slab->allocate_backtrace,wavefront_slab->mm_allocator); - vector_insert(wavefront_slab->wavefronts,wavefront,wavefront_t*); - wavefront_slab->memory_used += wavefront_get_size(wavefront); - } + // Reuse wavefront + wavefront_t* const wavefront = *(vector_get_last_elm(wavefronts_free,wavefront_t*)); + vector_dec_used(wavefronts_free); // Init wavefront wavefront->status = wavefront_status_busy; wavefront_init(wavefront,min_lo,max_hi); // Return return wavefront; } +wavefront_t* wavefront_slab_allocate( + wavefront_slab_t* const wavefront_slab, + const int min_lo, + const int max_hi) { + // Parameters + vector_t* const wavefronts_free = wavefront_slab->wavefronts_free; + const int wf_length = WAVEFRONT_LENGTH(min_lo,max_hi); + // Check slab-mode + if (wavefront_slab->slab_mode == wf_slab_reuse) { + // Check max-length of pre-allocated wavefronts + if (wf_length > wavefront_slab->current_wf_length) { + const int proposed_wf_length = (float)wf_length * WF_SLAB_EXPAND_FACTOR; + wavefront_slab->current_wf_length = proposed_wf_length; // New slab size + wavefront_slab_reap_free(wavefront_slab); // Reap free wavefronts + } + // Check for a free wavefront (pre-allocated in the slab) + if (vector_get_used(wavefronts_free) > 0) { + return wavefront_slab_allocate_free(wavefront_slab,min_lo,max_hi); + } else { + // Allocate a new wavefront + return wavefront_slab_allocate_new(wavefront_slab, + wavefront_slab->current_wf_length,min_lo,max_hi); + } + } else { // wf_slab_tight + if (wf_length <= wavefront_slab->init_wf_length) { + // Check for a free wavefront (pre-allocated in the slab) + if (vector_get_used(wavefronts_free) > 0) { + return wavefront_slab_allocate_free(wavefront_slab,min_lo,max_hi); + } else { + return wavefront_slab_allocate_new(wavefront_slab, + wavefront_slab->init_wf_length,min_lo,max_hi); // Allocate new + } + } else { + return wavefront_slab_allocate_new(wavefront_slab, + wf_length,min_lo,max_hi); // Allocate new + } + } +} void wavefront_slab_free( wavefront_slab_t* const wavefront_slab, wavefront_t* const wavefront) { - // Check wavefront length - if (wavefront->wf_elements_allocated >= wavefront_slab->wf_elements_allocated) { - // Return wavefront to slab as free + // Check reasons to repurpose wavefront (NOTE: Tight-mode never slab_frees()) + // (A) Reuse-mode and wavefront has current wf-length + // (B) Tight-mode and wavefront has init wf-length + const int wf_length = wavefront->wf_elements_allocated; + const bool repurpose_reuse = + (wavefront_slab->slab_mode == wf_slab_reuse) && + (wf_length == wavefront_slab->current_wf_length); + const bool repurpose_tight = + (wavefront_slab->slab_mode == wf_slab_tight) && + (wf_length == wavefront_slab->init_wf_length); + if (repurpose_reuse || repurpose_tight) { + // Return wavefront to slab as free (Good job recycling) wavefront->status = wavefront_status_free; vector_insert(wavefront_slab->wavefronts_free,wavefront,wavefront_t*); } else { @@ -199,6 +288,3 @@ uint64_t wavefront_slab_get_size( wavefront_slab_t* const wavefront_slab) { return wavefront_slab->memory_used; } - - - diff --git a/wavefront/wavefront_slab.h b/wavefront/wavefront_slab.h index b6306622..9e1d2456 100644 --- a/wavefront/wavefront_slab.h +++ b/wavefront/wavefront_slab.h @@ -32,7 +32,6 @@ #ifndef WAVEFRONT_SLAB_H_ #define WAVEFRONT_SLAB_H_ -#include "utils/commons.h" #include "utils/vector.h" #include "system/mm_allocator.h" #include "wavefront.h" @@ -40,43 +39,47 @@ /* * Memory Manager for Wavefront */ +typedef enum { + wf_slab_reuse = 1, // Keep all wavefronts (Reap only by demand) + wf_slab_tight = 2, // Reap all if wavefronts are resized +} wf_slab_mode_t; typedef struct { // Attributes - bool allocate_backtrace; + bool allocate_backtrace; // WFs require BT-vector + wf_slab_mode_t slab_mode; // Slab strategy // Wavefront Slabs - int wf_elements_allocated; // Maximum wf-elements allocated (max. wf. size) - vector_t* wavefronts; // All wavefronts (wavefront_t*) - vector_t* wavefronts_free; // Free wavefronts (wavefront_t*) + int init_wf_length; // Initial wf-elements allocated + int current_wf_length; // Current wf-elements allocated + vector_t* wavefronts; // All wavefronts (wavefront_t*) + vector_t* wavefronts_free; // Free wavefronts (wavefront_t*) // Stats - uint64_t memory_used; // Memory used (Bytes) + uint64_t memory_used; // Memory used (Bytes) // MM - mm_allocator_t* mm_allocator; // MM-Allocator + mm_allocator_t* mm_allocator; // MM-Allocator } wavefront_slab_t; -typedef enum { - wf_slab_reap_free_unfit = 1, // Reap only the free wavefronts that are unfit - wf_slab_reap_all_unfit = 2, // Reap all unfit wavefronts - wf_slab_reap_all = 3 // Reap all (free memory) -} wf_slab_reap_mode_t; - /* * Setup */ wavefront_slab_t* wavefront_slab_new( - const int wf_elements_allocated, + const int init_wf_length, const bool allocate_backtrace, + const wf_slab_mode_t slab_mode, mm_allocator_t* const mm_allocator); void wavefront_slab_reap( - wavefront_slab_t* const wavefront_slab, - const wf_slab_reap_mode_t reap_mode); -void wavefront_slab_resize( - wavefront_slab_t* const wavefront_slab, - const int wf_elements_allocated); + wavefront_slab_t* const wavefront_slab); void wavefront_slab_clear( wavefront_slab_t* const wavefront_slab); void wavefront_slab_delete( wavefront_slab_t* const wavefront_slab); +/* + * Accessors + */ +void wavefront_slab_set_mode( + wavefront_slab_t* const wavefront_slab, + const wf_slab_mode_t slab_mode); + /* * Allocator */ diff --git a/wavefront/wavefront_unialign.c b/wavefront/wavefront_unialign.c new file mode 100644 index 00000000..4e733ae9 --- /dev/null +++ b/wavefront/wavefront_unialign.c @@ -0,0 +1,490 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + */ + +#include "utils/commons.h" +#include "system/mm_allocator.h" +#include "wavefront_unialign.h" +#include "wavefront.h" +#include "wavefront_attributes.h" +#include "wavefront_offset.h" +#include "wavefront_penalties.h" +#include "wavefront_plot.h" +#include "wavefront_slab.h" + +#include "wavefront_components.h" +#include "wavefront_compute.h" +#include "wavefront_compute_affine.h" +#include "wavefront_compute_affine2p.h" +#include "wavefront_compute_edit.h" +#include "wavefront_compute_linear.h" +#include "wavefront_extend.h" +#include "wavefront_backtrace.h" +#include "wavefront_backtrace_buffer.h" + +/* + * Configuration + */ +#define SEQUENCES_PADDING 10 + +/* + * Setup + */ +void wavefront_unialign_status_clear( + wavefront_align_status_t* const align_status) { + align_status->status = WF_STATUS_SUCCESSFUL; + align_status->score = 0; +} +void wavefront_unialigner_system_clear( + wavefront_aligner_t* const wf_aligner) { + // Reset effective limits + wf_aligner->system.max_memory_compact = BUFFER_SIZE_256M; + wf_aligner->system.max_memory_resident = BUFFER_SIZE_256M + BUFFER_SIZE_256M; + switch (wf_aligner->memory_mode) { + case wavefront_memory_med: + wf_aligner->system.max_partial_compacts = 4; + break; + case wavefront_memory_low: + wf_aligner->system.max_partial_compacts = 1; + break; + default: + break; + } + // Profile + timer_reset(&wf_aligner->system.timer); +} +/* + * Resize + */ +void wavefront_unialign_resize( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length, + const bool reverse_sequences) { + // Configure sequences and status + wf_aligner->pattern_length = pattern_length; + wf_aligner->text_length = text_length; + if (wf_aligner->match_funct == NULL) { + if (wf_aligner->sequences != NULL) strings_padded_delete(wf_aligner->sequences); + wf_aligner->sequences = strings_padded_new_rhomb( + pattern,pattern_length,text,text_length, + SEQUENCES_PADDING,reverse_sequences, + wf_aligner->mm_allocator); + wf_aligner->pattern = wf_aligner->sequences->pattern_padded; + wf_aligner->text = wf_aligner->sequences->text_padded; + } else { + wf_aligner->sequences = NULL; + wf_aligner->pattern = NULL; + wf_aligner->text = NULL; + } + wavefront_unialign_status_clear(&wf_aligner->align_status); + // Heuristics clear + wavefront_heuristic_clear(&wf_aligner->heuristic); + // Wavefront components + wavefront_components_resize(&wf_aligner->wf_components, + pattern_length,text_length,&wf_aligner->penalties); + // CIGAR + if (wf_aligner->alignment_scope == compute_alignment) { + cigar_resize(wf_aligner->cigar,2*(pattern_length+text_length)); + } + // Slab + wavefront_slab_clear(wf_aligner->wavefront_slab); + // System + wavefront_unialigner_system_clear(wf_aligner); +} +/* + * Initialize alignment + */ +void wavefront_unialign_initialize_wavefront_m( + wavefront_aligner_t* const wf_aligner, + const int pattern_length, + const int text_length) { + // Parameters + wavefront_slab_t* const wavefront_slab = wf_aligner->wavefront_slab; + wavefront_components_t* const wf_components = &wf_aligner->wf_components; + const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; + wavefront_penalties_t* const penalties = &wf_aligner->penalties; + alignment_form_t* const form = &wf_aligner->alignment_form; + // Consider ends-free + const int hi = (penalties->match==0) ? form->text_begin_free : 0; + const int lo = (penalties->match==0) ? -form->pattern_begin_free : 0; + // Compute dimensions + int effective_lo, effective_hi; + wavefront_compute_limits_output(wf_aligner,lo,hi,&effective_lo,&effective_hi); + // Initialize end2end (wavefront zero) + wf_components->mwavefronts[0] = wavefront_slab_allocate(wavefront_slab,effective_lo,effective_hi); + wf_components->mwavefronts[0]->offsets[0] = 0; + wf_components->mwavefronts[0]->lo = lo; + wf_components->mwavefronts[0]->hi = hi; + // Store initial BT-piggypack element + if (wf_components->bt_piggyback) { + const bt_block_idx_t block_idx = wf_backtrace_buffer_init_block(wf_components->bt_buffer,0,0); + wf_components->mwavefronts[0]->bt_pcigar[0] = 0; + wf_components->mwavefronts[0]->bt_prev[0] = block_idx; + } + // Initialize ends-free + if (form->span == alignment_endsfree && penalties->match == 0) { + // Text begin-free + const int text_begin_free = form->text_begin_free; + int h; + for (h=1;h<=text_begin_free;++h) { + const int k = DPMATRIX_DIAGONAL(h,0); + wf_components->mwavefronts[0]->offsets[k] = DPMATRIX_OFFSET(h,0); + if (wf_components->bt_piggyback) { + const bt_block_idx_t block_idx = wf_backtrace_buffer_init_block(wf_components->bt_buffer,0,h); + wf_components->mwavefronts[0]->bt_pcigar[k] = 0; + wf_components->mwavefronts[0]->bt_prev[k] = block_idx; + } + } + // Pattern begin-free + const int pattern_begin_free = form->pattern_begin_free; + int v; + for (v=1;v<=pattern_begin_free;++v) { + const int k = DPMATRIX_DIAGONAL(0,v); + wf_components->mwavefronts[0]->offsets[k] = DPMATRIX_OFFSET(0,v); + if (wf_components->bt_piggyback) { + const bt_block_idx_t block_idx = wf_backtrace_buffer_init_block(wf_components->bt_buffer,v,0); + wf_components->mwavefronts[0]->bt_pcigar[k] = 0; + wf_components->mwavefronts[0]->bt_prev[k] = block_idx; + } + } + } + // Nullify unused WFs + if (distance_metric <= gap_linear) return; + wf_components->d1wavefronts[0] = NULL; + wf_components->i1wavefronts[0] = NULL; + if (distance_metric==gap_affine) return; + wf_components->d2wavefronts[0] = NULL; + wf_components->i2wavefronts[0] = NULL; +} +void wavefront_unialign_initialize_wavefronts( + wavefront_aligner_t* const wf_aligner, + const int pattern_length, + const int text_length) { + // Parameters + wavefront_slab_t* const wavefront_slab = wf_aligner->wavefront_slab; + wavefront_components_t* const wf_components = &wf_aligner->wf_components; + const distance_metric_t distance_metric = wf_aligner->penalties.distance_metric; + // Init wavefronts + if (wf_aligner->component_begin == affine2p_matrix_M) { + // Initialize + wavefront_unialign_initialize_wavefront_m(wf_aligner,pattern_length,text_length); + // Nullify unused WFs + if (distance_metric <= gap_linear) return; + wf_components->i1wavefronts[0] = NULL; + wf_components->d1wavefronts[0] = NULL; + if (distance_metric==gap_affine) return; + wf_components->i2wavefronts[0] = NULL; + wf_components->d2wavefronts[0] = NULL; + } else { + // Compute dimensions + int effective_lo, effective_hi; // Effective lo/hi + wavefront_compute_limits_output(wf_aligner,0,0,&effective_lo,&effective_hi); + wavefront_t* const wavefront = wavefront_slab_allocate(wavefront_slab,effective_lo,effective_hi); + // Initialize + switch (wf_aligner->component_begin) { + case affine2p_matrix_I1: + wf_components->mwavefronts[0] = NULL; + wf_components->i1wavefronts[0] = wavefront; + wf_components->i1wavefronts[0]->offsets[0] = 0; + wf_components->i1wavefronts[0]->lo = 0; + wf_components->i1wavefronts[0]->hi = 0; + wf_components->d1wavefronts[0] = NULL; + // Nullify unused WFs + if (distance_metric==gap_affine) return; + wf_components->i2wavefronts[0] = NULL; + wf_components->d2wavefronts[0] = NULL; + break; + case affine2p_matrix_I2: + wf_components->mwavefronts[0] = NULL; + wf_components->i1wavefronts[0] = NULL; + wf_components->d1wavefronts[0] = NULL; + wf_components->i2wavefronts[0] = wavefront; + wf_components->i2wavefronts[0]->offsets[0] = 0; + wf_components->i2wavefronts[0]->lo = 0; + wf_components->i2wavefronts[0]->hi = 0; + wf_components->d2wavefronts[0] = NULL; + break; + case affine2p_matrix_D1: + wf_components->mwavefronts[0] = NULL; + wf_components->i1wavefronts[0] = NULL; + wf_components->d1wavefronts[0] = wavefront; + wf_components->d1wavefronts[0]->offsets[0] = 0; + wf_components->d1wavefronts[0]->lo = 0; + wf_components->d1wavefronts[0]->hi = 0; + // Nullify unused WFs + if (distance_metric==gap_affine) return; + wf_components->i2wavefronts[0] = NULL; + wf_components->d2wavefronts[0] = NULL; + break; + case affine2p_matrix_D2: + wf_components->mwavefronts[0] = NULL; + wf_components->i1wavefronts[0] = NULL; + wf_components->d1wavefronts[0] = NULL; + wf_components->i2wavefronts[0] = NULL; + wf_components->d2wavefronts[0] = wavefront; + wf_components->d2wavefronts[0]->offsets[0] = 0; + wf_components->d2wavefronts[0]->lo = 0; + wf_components->d2wavefronts[0]->hi = 0; + break; + default: + break; + } + } +} +void wavefront_unialign_init( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length, + const affine2p_matrix_type component_begin, + const affine2p_matrix_type component_end) { + // Parameters + wavefront_align_status_t* const align_status = &wf_aligner->align_status; + // Resize wavefront aligner + wavefront_unialign_resize(wf_aligner,pattern,pattern_length,text,text_length,false); + // Configure WF-compute function + switch (wf_aligner->penalties.distance_metric) { + case indel: + case edit: + align_status->wf_align_compute = &wavefront_compute_edit; + break; + case gap_linear: + align_status->wf_align_compute = &wavefront_compute_linear; + break; + case gap_affine: + align_status->wf_align_compute = &wavefront_compute_affine; + break; + case gap_affine_2p: + align_status->wf_align_compute = &wavefront_compute_affine2p; + break; + default: + fprintf(stderr,"[WFA] Distance function not implemented\n"); + exit(1); + break; + } + // Configure WF-extend function + const bool end2end = (wf_aligner->alignment_form.span == alignment_end2end); + if (wf_aligner->match_funct != NULL) { + align_status->wf_align_extend = &wavefront_extend_custom; + } else if (end2end) { + align_status->wf_align_extend = &wavefront_extend_end2end; + } else { + align_status->wf_align_extend = &wavefront_extend_endsfree; + } + // Initialize wavefront + wf_aligner->alignment_end_pos.score = -1; // Not aligned + wf_aligner->alignment_end_pos.k = DPMATRIX_DIAGONAL_NULL; + wf_aligner->component_begin = component_begin; + wf_aligner->component_end = component_end; + wavefront_unialign_initialize_wavefronts(wf_aligner,pattern_length,text_length); + // Plot (WF_0) + if (wf_aligner->plot != NULL) wavefront_plot(wf_aligner,0,0); +} +/* + * Limits + */ +bool wavefront_unialign_reached_limits( + wavefront_aligner_t* const wf_aligner, + const int score) { + // Check alignment-score limit + if (score >= wf_aligner->system.max_alignment_score) { + wf_aligner->cigar->score = wf_aligner->system.max_alignment_score; + wf_aligner->align_status.status = WF_STATUS_MAX_SCORE_REACHED; + wf_aligner->align_status.score = score; + return true; // Stop + } + // Global probing interval + alignment_system_t* const system = &wf_aligner->system; + if (score % system->probe_interval_global != 0) return false; // Continue + if (system->verbose >= 3) { + wavefront_unialign_print_status(stderr,wf_aligner,score); // DEBUG + } + // BT-Buffer + wavefront_components_t* const wf_components = &wf_aligner->wf_components; + if (wf_components->bt_buffer!=NULL && (score%system->probe_interval_compact)==0) { + uint64_t bt_memory = wf_backtrace_buffer_get_size_used(wf_components->bt_buffer); + // Check BT-buffer memory + if (bt_memory > system->max_memory_compact) { + // Compact BT-buffer + wavefront_components_compact_bt_buffer(wf_components,score,wf_aligner->system.verbose); + // Set new buffer limit + bt_memory = wf_backtrace_buffer_get_size_used(wf_components->bt_buffer); + uint64_t proposed_mem = (double)bt_memory * TELESCOPIC_FACTOR; + if (system->max_memory_compact < proposed_mem && proposed_mem < system->max_memory_abort) { + proposed_mem = system->max_memory_compact; + } + // Reset (if maximum compacts has been performed) + if (wf_components->bt_buffer->num_compactions >= system->max_partial_compacts) { + wf_backtrace_buffer_reset_compaction(wf_components->bt_buffer); + } + } + } + // Check overall memory used + const uint64_t wf_memory_used = wavefront_aligner_get_size(wf_aligner); + if (wf_memory_used > system->max_memory_abort) { + wf_aligner->align_status.status = WF_STATUS_OOM; + wf_aligner->align_status.score = score; + return true; // Stop + } + // Otherwise continue + return false; +} +/* + * Terminate alignment (backtrace) + */ +void wavefront_unialign_terminate( + wavefront_aligner_t* const wf_aligner, + const int score) { + // Parameters + const int pattern_length = wf_aligner->pattern_length; + const int text_length = wf_aligner->text_length; + // Retrieve alignment + if (wf_aligner->alignment_scope == compute_score) { + cigar_clear(wf_aligner->cigar); + wf_aligner->cigar->score = + wavefront_compute_classic_score(wf_aligner,pattern_length,text_length,score); + } else { + // Parameters + wavefront_components_t* const wf_components = &wf_aligner->wf_components; + const int alignment_end_k = wf_aligner->alignment_end_pos.k; + const wf_offset_t alignment_end_offset = wf_aligner->alignment_end_pos.offset; + if (wf_components->bt_piggyback) { + // Fetch wavefront + const bool memory_modular = wf_aligner->wf_components.memory_modular; + const int max_score_scope = wf_aligner->wf_components.max_score_scope; + const int score_mod = (memory_modular) ? score % max_score_scope : score; + wavefront_t* const mwavefront = wf_components->mwavefronts[score_mod]; + // Backtrace alignment from buffer (unpacking pcigar) + wavefront_backtrace_pcigar( + wf_aligner,alignment_end_k,alignment_end_offset, + mwavefront->bt_pcigar[alignment_end_k], + mwavefront->bt_prev[alignment_end_k]); + } else { + // Backtrace alignment + if (wf_aligner->penalties.distance_metric <= gap_linear) { + wavefront_backtrace_linear(wf_aligner, + score,alignment_end_k,alignment_end_offset); + } else { + wavefront_backtrace_affine(wf_aligner, + wf_aligner->component_begin,wf_aligner->component_end, + score,alignment_end_k,alignment_end_offset); + } + } + // Set score & finish + wf_aligner->cigar->score = + wavefront_compute_classic_score(wf_aligner,pattern_length,text_length,score); + } + // Set successful + wf_aligner->align_status.status = WF_STATUS_SUCCESSFUL; +} +/* + * Classic WF-Alignment (Unidirectional) + */ +int wavefront_unialign( + wavefront_aligner_t* const wf_aligner) { + // Parameters + wavefront_align_status_t* const align_status = &wf_aligner->align_status; + void (*wf_align_compute)(wavefront_aligner_t* const,const int) = align_status->wf_align_compute; + int (*wf_align_extend)(wavefront_aligner_t* const,const int) = align_status->wf_align_extend; + // Compute wavefronts of increasing score + align_status->num_null_steps = 0; + int score = align_status->score; + while (true) { + // Exact extend s-wavefront + const int finished = (*wf_align_extend)(wf_aligner,score); + if (finished) { + // DEBUG + // wavefront_aligner_print(stderr,wf_aligner,0,score,7,0); + if (align_status->status == WF_STATUS_END_REACHED) { + wavefront_unialign_terminate(wf_aligner,score); + } + return align_status->status; + } + // Compute (s+1)-wavefront + ++score; + (*wf_align_compute)(wf_aligner,score); + // Probe limits + if (wavefront_unialign_reached_limits(wf_aligner,score)) return align_status->status; + // Plot + if (wf_aligner->plot != NULL) wavefront_plot(wf_aligner,score,0); + // DEBUG + //wavefront_aligner_print(stderr,wf_aligner,score,score,7,0); + } + // Return OK + align_status->score = score; + align_status->status = WF_STATUS_SUCCESSFUL; + return WF_STATUS_SUCCESSFUL; +} +/* + * Display + */ +void wavefront_unialign_print_status( + FILE* const stream, + wavefront_aligner_t* const wf_aligner, + const int score) { + // Parameters + wavefront_components_t* const wf_components = &wf_aligner->wf_components; + // Approximate progress + const int dist_total = MAX(wf_aligner->text_length,wf_aligner->pattern_length); + int s = (wf_components->memory_modular) ? score%wf_components->max_score_scope : score; + wavefront_t* wavefront = wf_components->mwavefronts[s]; + if (wavefront==NULL && s>0) { + s = (wf_components->memory_modular) ? (score-1)%wf_components->max_score_scope : (score-1); + wavefront = wf_components->mwavefronts[s]; + } + int dist_max = -1, wf_len = -1, k; + if (wavefront!=NULL) { + wf_offset_t* const offsets = wavefront->offsets; + for (k=wavefront->lo;k<=wavefront->hi;++k) { + const int dist = MAX(WAVEFRONT_V(k,offsets[k]),WAVEFRONT_H(k,offsets[k])); + dist_max = MAX(dist_max,dist); + } + wf_len = wavefront->hi-wavefront->lo+1; + } + // Memory used + const uint64_t slab_size = wavefront_slab_get_size(wf_aligner->wavefront_slab); + const uint64_t bt_buffer_used = (wf_components->bt_buffer) ? + wf_backtrace_buffer_get_size_used(wf_components->bt_buffer) : 0; + // Progress + const float aligned_progress = (dist_max>=0) ? (100.0f*(float)dist_max/(float)dist_total) : -1.0f; + const float million_offsets = (wf_len>=0) ? (float)wf_len/1000000.0f : -1.0f; + // Print one-line status + fprintf(stream,"["); + wavefront_aligner_print_type(stream,wf_aligner); + fprintf(stream, + "] SequenceLength=(%d,%d) Score %d (~ %2.3f%% aligned). " + "MemoryUsed(WF-Slab,BT-buffer)=(%lu MB,%lu MB). " + "Wavefronts ~ %2.3f Moffsets\n", + wf_aligner->pattern_length,wf_aligner->text_length,score,aligned_progress, + CONVERT_B_TO_MB(slab_size),CONVERT_B_TO_MB(bt_buffer_used),million_offsets); +} diff --git a/wavefront/wavefront_unialign.h b/wavefront/wavefront_unialign.h new file mode 100644 index 00000000..4c29dbd6 --- /dev/null +++ b/wavefront/wavefront_unialign.h @@ -0,0 +1,78 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + */ + +#ifndef WAVEFRONT_UNIALIGN_H_ +#define WAVEFRONT_UNIALIGN_H_ + +#include "wavefront_aligner.h" + +/* + * Resize + */ +void wavefront_unialign_resize( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length, + const bool reverse_sequences); + +/* + * Initialize alignment + */ +void wavefront_unialign_initialize_wavefronts( + wavefront_aligner_t* const wf_aligner, + const int pattern_length, + const int text_length); +void wavefront_unialign_init( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length, + const affine2p_matrix_type component_begin, + const affine2p_matrix_type component_end); + +/* + * Classic WF-Alignment (Unidirectional) + */ +int wavefront_unialign( + wavefront_aligner_t* const wf_aligner); + +/* + * Display + */ +void wavefront_unialign_print_status( + FILE* const stream, + wavefront_aligner_t* const wf_aligner, + const int current_score); + +#endif /* WAVEFRONT_UNIALIGN_H_ */ + diff --git a/wavefront/wfa.h b/wavefront/wfa.h new file mode 100644 index 00000000..1514758a --- /dev/null +++ b/wavefront/wfa.h @@ -0,0 +1,235 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + * DESCRIPTION: WaveFront aligner external C-ABI functions with accompanying data structures + */ + +#pragma once + +#include "system/mm_allocator.h" +#include "utils/string_padded.h" +#include "wavefront_attributes.h" +#include "wavefront_components.h" +#include "wavefront_slab.h" +#include "wavefront_penalties.h" +#include "wavefront_bialigner.h" + + +/* + * Error codes & messages + */ +// Success +#define WF_STATUS_SUCCESSFUL 0 +// Errors +#define WF_STATUS_UNFEASIBLE -1 +#define WF_STATUS_MAX_SCORE_REACHED -2 +#define WF_STATUS_OOM -3 +// Internal +#define WF_STATUS_END_REACHED 1 +// Error messages +extern char* wf_error_msg[5]; +char* wavefront_align_strerror(const int error_code); + +/* + * Alignment status + */ +typedef struct _wavefront_aligner_t wavefront_aligner_t; +typedef struct { + // Status + int status; // Status code + int score; // Current WF-alignment score + int num_null_steps; // Total contiguous null-steps performed + uint64_t memory_used; // Total memory used + // Wavefront alignment functions + void (*wf_align_compute)(wavefront_aligner_t* const,const int); // WF Compute function + int (*wf_align_extend)(wavefront_aligner_t* const,const int); // WF Extend function +} wavefront_align_status_t; + +/* + * Alignment type + */ +typedef enum { + wf_align_regular = 0, + wf_align_biwfa = 1, + wf_align_biwfa_breakpoint_forward = 2, + wf_align_biwfa_breakpoint_reverse = 3, + wf_align_biwfa_subsidiary = 4 +} wavefront_align_mode_t; + +/* + * Wavefront Aligner + */ +typedef struct _wavefront_aligner_t { + // Mode and status + wavefront_align_mode_t align_mode; // WFA alignment mode + char* align_mode_tag; // WFA mode tag + wavefront_align_status_t align_status; // Current alignment status + // Sequences + strings_padded_t* sequences; // Padded sequences + char* pattern; // Pattern sequence (padded) + int pattern_length; // Pattern length + char* text; // Text sequence (padded) + int text_length; // Text length + // Custom function to compare sequences + alignment_match_funct_t match_funct; // Custom matching function (match(v,h,args)) + void* match_funct_arguments; // Generic arguments passed to matching function (args) + // Alignment Attributes + alignment_scope_t alignment_scope; // Alignment scope (score only or full-CIGAR) + alignment_form_t alignment_form; // Alignment form (end-to-end/ends-free) + wavefront_penalties_t penalties; // Alignment penalties + wavefront_heuristic_t heuristic; // Heuristic's parameters + wavefront_memory_t memory_mode; // Wavefront memory strategy (modular wavefronts and piggyback) + // Wavefront components + wavefront_components_t wf_components; // Wavefront components + affine2p_matrix_type component_begin; // Alignment begin component + affine2p_matrix_type component_end; // Alignment end component + wavefront_pos_t alignment_end_pos; // Alignment end position + // Bidirectional Alignment + wavefront_bialigner_t* bialigner; // BiWFA aligner + // CIGAR + cigar_t* cigar; // Alignment CIGAR + // MM + bool mm_allocator_own; // Ownership of MM-Allocator + mm_allocator_t* mm_allocator; // MM-Allocator + wavefront_slab_t* wavefront_slab; // MM-Wavefront-Slab (Allocates/Reuses the individual wavefronts) + // Display + wavefront_plot_t* plot; // Wavefront plot + // System + alignment_system_t system; // System related parameters +} wavefront_aligner_t; + +/* + * Setup + */ +wavefront_aligner_t* wavefront_aligner_new( + wavefront_aligner_attr_t* attributes); +void wavefront_aligner_reap( + wavefront_aligner_t* const wf_aligner); +void wavefront_aligner_delete( + wavefront_aligner_t* const wf_aligner); + +/* + * Span configuration + */ +void wavefront_aligner_set_alignment_end_to_end( + wavefront_aligner_t* const wf_aligner); +void wavefront_aligner_set_alignment_free_ends( + wavefront_aligner_t* const wf_aligner, + const int pattern_begin_free, + const int pattern_end_free, + const int text_begin_free, + const int text_end_free); + +/* + * Heuristic configuration + */ +void wavefront_aligner_set_heuristic_none( + wavefront_aligner_t* const wf_aligner); +void wavefront_aligner_set_heuristic_wfadaptive( + wavefront_aligner_t* const wf_aligner, + const int min_wavefront_length, + const int max_distance_threshold, + const int score_steps); +void wavefront_aligner_set_heuristic_wfmash( + wavefront_aligner_t* const wf_aligner, + const int min_wavefront_length, + const int max_distance_threshold, + const int score_steps); +void wavefront_aligner_set_heuristic_xdrop( + wavefront_aligner_t* const wf_aligner, + const int xdrop, + const int score_steps); +void wavefront_aligner_set_heuristic_zdrop( + wavefront_aligner_t* const wf_aligner, + const int ydrop, + const int score_steps); +void wavefront_aligner_set_heuristic_banded_static( + wavefront_aligner_t* const wf_aligner, + const int band_min_k, + const int band_max_k); +void wavefront_aligner_set_heuristic_banded_adaptive( + wavefront_aligner_t* const wf_aligner, + const int band_min_k, + const int band_max_k, + const int score_steps); + +/* + * Match-funct configuration + */ +void wavefront_aligner_set_match_funct( + wavefront_aligner_t* const wf_aligner, + int (*match_funct)(int,int,void*), + void* const match_funct_arguments); + +/* + * System configuration + */ +void wavefront_aligner_set_max_alignment_score( + wavefront_aligner_t* const wf_aligner, + const int max_alignment_score); +void wavefront_aligner_set_max_memory( + wavefront_aligner_t* const wf_aligner, + const uint64_t max_memory_resident, + const uint64_t max_memory_abort); +void wavefront_aligner_set_max_num_threads( + wavefront_aligner_t* const wf_aligner, + const int max_num_threads); +void wavefront_aligner_set_min_offsets_per_thread( + wavefront_aligner_t* const wf_aligner, + const int min_offsets_per_thread); +/* + * Utils + */ +uint64_t wavefront_aligner_get_size( + wavefront_aligner_t* const wf_aligner); + +/* + * Display + */ +void wavefront_aligner_print_type( + FILE* const stream, + wavefront_aligner_t* const wf_aligner); +void wavefront_aligner_print_scope( + FILE* const stream, + wavefront_aligner_t* const wf_aligner); +void wavefront_aligner_print_mode( + FILE* const stream, + wavefront_aligner_t* const wf_aligner); + +/* + * Wavefront Alignment + */ + +int wavefront_align( + wavefront_aligner_t* const wf_aligner, + const char* const pattern, + const int pattern_length, + const char* const text, + const int text_length); +int wavefront_align_resume( + wavefront_aligner_t* const wf_aligner); diff --git a/wavefront/wfa.hpp b/wavefront/wfa.hpp new file mode 100644 index 00000000..7908b974 --- /dev/null +++ b/wavefront/wfa.hpp @@ -0,0 +1,36 @@ +/* + * The MIT License + * + * Wavefront Alignment Algorithms + * Copyright (c) 2017 by Santiago Marco-Sola + * + * This file is part of Wavefront Alignment Algorithms. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + * + * PROJECT: Wavefront Alignment Algorithms + * AUTHOR(S): Santiago Marco-Sola + * DESCRIPTION: WaveFront aligner external C-ABI functions with accompanying data structures + */ + +#pragma once + +extern "C" { + #include "wfa.h" +}