From 72462f7e3d0d30f91396885cebf7cb0eff328993 Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Tue, 6 Sep 2022 16:06:01 +0200 Subject: [PATCH 1/4] Added compatibility for BAM files as input --- config.ini.sample | 8 +- easy_quant.py | 184 ++++++++++++++++++++++--------- example_data/example_rna-seq.bam | Bin 0 -> 1161855 bytes requantify.py | 2 + run_test.sh | 44 +++++--- 5 files changed, 167 insertions(+), 71 deletions(-) mode change 100644 => 100755 easy_quant.py create mode 100644 example_data/example_rna-seq.bam diff --git a/config.ini.sample b/config.ini.sample index 8a43f7c..d81dc06 100755 --- a/config.ini.sample +++ b/config.ini.sample @@ -1,11 +1,5 @@ [general] -version=0.4.0 -# max number of mismatches per pair relative to read length: for 2x100b, max number of mismatches is 0.04*200=8 for the paired read (STAR only) -mismatch_ratio=0.05 -# Insertion/Deletion open penalty, lower value means higher penalty (STAR only) -indel_open_penalty=-2 -# Insertion/Deletion extension penalty, lower value means higher penalty (STAR only) -indel_extension_penalty=-2 +version=0.4.1 [commands] samtools=/path/to/samtools diff --git a/easy_quant.py b/easy_quant.py old mode 100644 new mode 100755 index c8cca07..bf19529 --- a/easy_quant.py +++ b/easy_quant.py @@ -2,6 +2,7 @@ from argparse import ArgumentParser from configparser import ConfigParser +#import gzip import logging import math import os @@ -11,10 +12,25 @@ import io_methods as IOMethods +#def get_read_count(fq_file): +# n = 0 +# with gzip.open(fq_file) as inf: +# for line in inf: +# n += 1 +# print(n) +# return n/4 + +#def get_read_count(fq_file): +# """Parses input FASTQ to get read count""" +# ps = subprocess.Popen(("zcat", fq_file), stdout=subprocess.PIPE) +# result = subprocess.check_output(("wc", "-l"), stdin=ps.stdout) +# return int(result) / 4 + + class Easyquant(object): - def __init__(self, fq1, fq2, seq_tab, bp_distance, working_dir, allow_mismatches, interval_mode): + def __init__(self, input_files, input_format, seq_tab, bp_distance, working_dir, allow_mismatches, interval_mode): self.working_dir = os.path.abspath(working_dir) IOMethods.create_folder(self.working_dir) @@ -38,15 +54,15 @@ def __init__(self, fq1, fq2, seq_tab, bp_distance, working_dir, allow_mismatches self.cfg = ConfigParser() self.cfg.read(cfg_file) - self.fq1 = os.path.abspath(fq1) - self.fq2 = os.path.abspath(fq2) + self.input_files = [os.path.abspath(x) for x in input_files] + self.input_format = input_format self.seq_tab = os.path.abspath(seq_tab) self.bp_distance = bp_distance self.allow_mismatches = allow_mismatches self.interval_mode = interval_mode - def run(self, method, num_threads): + def run(self, method, num_threads, star_cmd_params): """This function runs the pipeline on paired-end FASTQ files.""" @@ -56,28 +72,40 @@ def run(self, method, num_threads): outf.write("#!/bin/sh\n\n") outf.write("version=\"{}\"\n".format(self.cfg.get("general", "version"))) outf.write("python {} \\\n".format(os.path.realpath(__file__))) - outf.write("-1 {} \\\n".format(self.fq1)) - outf.write("-2 {} \\\n".format(self.fq2)) + outf.write("-i {} \\\n".format(" ".join(self.input_files))) + outf.write("-f {} \\\n".format(self.input_format)) outf.write("-s {} \\\n".format(self.seq_tab)) outf.write("-o {} \\\n".format(self.working_dir)) outf.write("-d {} \\\n".format(self.bp_distance)) outf.write("-m {} \\\n".format(method)) + outf.write("-t {} \\\n".format(num_threads)) if self.interval_mode: - outf.write("--interval-mode") + outf.write("--interval_mode \\\n") + if self.allow_mismatches: + outf.write("--allow_mismatches \\\n") + if star_cmd_params: + outf.write(star_cmd_params) logging.info("Executing easyquant {}".format(self.cfg.get("general", "version"))) - logging.info("FQ1={}".format(self.fq1)) - logging.info("FQ2={}".format(self.fq2)) + if self.input_format == "fastq": + logging.info("FQ1={}".format(self.input_files[0])) + logging.info("FQ2={}".format(self.input_files[1])) + elif self.input_format == "bam": + logging.info("BAM={}".format(self.input_files[0])) genome_path = os.path.join(self.working_dir, "index") align_path = os.path.join(self.working_dir, "alignment") fasta_file = os.path.join(self.working_dir, "context.fa") sam_file = os.path.join(align_path, "Aligned.out.sam") - bam_file = os.path.join(align_path, "Aligned.out.bam") + bam_file = "" + if self.input_format == "fastq": + bam_file = os.path.join(align_path, "Aligned.out.bam") + elif self.input_format == "bam": + bam_file = os.path.join(align_path, "Processed.out.bam") quant_file = os.path.join(self.working_dir, "quantification.tsv") - + #num_reads_file = os.path.join(self.working_dir, "Star_org_input_reads.txt") #create folders IOMethods.create_folder(genome_path) @@ -85,6 +113,12 @@ def run(self, method, num_threads): IOMethods.csv_to_fasta(self.seq_tab, fasta_file) + + #if not os.path.exists(num_reads_file) or os.stat(num_reads_file).st_size == 0: + # with open(num_reads_file, "w") as outf: + # outf.write(str(int(get_read_count(self.fq1)))) + + index_cmd = None align_cmd = None quant_cmd = None @@ -100,8 +134,8 @@ def run(self, method, num_threads): self.cfg.get('commands', 'bowtie2'), num_threads, genome_path, - self.fq1, - self.fq2, + self.input_files[0], + self.input_files[1], sam_file ) @@ -115,8 +149,8 @@ def run(self, method, num_threads): self.cfg.get('commands', 'bwa'), num_threads, genome_path, - self.fq1, - self.fq2, + self.input_files[0], + self.input_files[1], sam_file ) @@ -136,32 +170,60 @@ def run(self, method, num_threads): fasta_file ) - align_cmd = "{0} --outFileNamePrefix {1} \ - --limitOutSAMoneReadBytes 1000000 \ - --genomeDir {2} \ - --readFilesCommand 'gzip -d -c -f' \ - --readFilesIn {3} {4} \ - --outSAMmode Full \ - --alignEndsType EndToEnd \ - --outFilterMultimapNmax -1 \ - --outSAMattributes NH HI AS nM NM MD \ - --outSAMunmapped None \ - --outFilterMismatchNoverReadLmax {5} \ - --scoreDelOpen {6} \ - --scoreInsOpen {6} \ - --scoreDelBase {7} \ - --scoreInsBase {7} \ - --runThreadN {8}".format( - self.cfg.get('commands','star'), - align_path + "/", - genome_path, - self.fq1, - self.fq2, - self.cfg.get('general', 'mismatch_ratio'), - self.cfg.get('general', 'indel_open_penalty'), - self.cfg.get('general', 'indel_extension_penalty'), - num_threads - ) + # Most useful STAR parameters and their default values: + #--outFilterMismatchNoverReadLmax 0.3 \ + #--scoreDelOpen -2 \ + #--scoreInsOpen -2 \ + #--scoreDelBase -2 \ + #--scoreInsBase -2 \ + + + if self.input_format == "fastq": + + align_cmd = "{0} --outFileNamePrefix {1} \ + --limitOutSAMoneReadBytes 1000000 \ + --genomeDir {2} \ + --readFilesCommand 'gzip -d -c -f' \ + --readFilesIn {3} \ + --outSAMmode Full \ + --alignEndsType EndToEnd \ + --outFilterMultimapNmax -1 \ + --outSAMattributes NH HI AS nM NM MD \ + --outSAMunmapped None \ + {4} \ + --runThreadN {5}".format( + self.cfg.get('commands','star'), + align_path + "/", + genome_path, + " ".join(self.input_files), + star_cmd_params, + num_threads + ) + + elif self.input_format == "bam": + align_cmd = "{0} --outFileNamePrefix {1} \ + --runMode alignReads \ + --limitOutSAMoneReadBytes 1000000 \ + --genomeDir {2} \ + --readFilesType SAM PE \ + --readFilesCommand 'samtools view' \ + --readFilesIn {3} \ + --bamRemoveDuplicatesType UniqueIdenticalNotMulti \ + --outSAMmode Full \ + --alignEndsType EndToEnd \ + --outFilterMultimapNmax -1 \ + --outSAMattributes NH HI AS nM NM MD \ + --outSAMunmapped None \ + {4} \ + --runThreadN {5}".format( + self.cfg.get('commands','star'), + align_path + "/", + genome_path, + " ".join(self.input_files), + star_cmd_params, + num_threads + ) + sam_to_bam_cmd = "{0} sort -o {2} {1} && {0} index {2}".format( self.cfg.get('commands', 'samtools'), @@ -186,14 +248,24 @@ def run(self, method, num_threads): interval_mode_str ) + #quant_cmd = "{0} -i {1} -d {2} -o {3}".format( + # self.cfg.get('commands', 'quantification'), + # bam_file, + # self.bp_distance, + # quant_file + #) + # define bash script in working directory shell_script = os.path.join(self.working_dir, "requant.sh") # start to write shell script to execute mapping cmd with open(shell_script, "w") as out_shell: out_shell.write("#!/bin/sh\n\n") - out_shell.write("fq1={}\n".format(self.fq1)) - out_shell.write("fq2={}\n".format(self.fq2)) + if self.input_format == "fastq": + out_shell.write("fq1={}\n".format(self.input_files[0])) + out_shell.write("fq2={}\n".format(self.input_files[1])) + elif self.input_format == "bam": + out_shell.write("bam={}\n".format(self.input_files[0])) out_shell.write("working_dir={}\n".format(self.working_dir)) out_shell.write("echo \"Starting pipeline...\"\n") out_shell.write("echo \"Generating index\"\n") @@ -207,14 +279,15 @@ def run(self, method, num_threads): IOMethods.execute_cmd(index_cmd) - if not os.path.exists(sam_file): + if not os.path.exists(sam_file) or os.stat(sam_file).st_size == 0: IOMethods.execute_cmd(align_cmd) - if not os.path.exists(quant_file): + if not os.path.exists(bam_file) or os.stat(bam_file).st_size == 0: + IOMethods.execute_cmd(sam_to_bam_cmd) + + if not os.path.exists(quant_file) or os.stat(quant_file).st_size == 0: IOMethods.execute_cmd(quant_cmd) - if not os.path.exists(bam_file): - IOMethods.execute_cmd(sam_to_bam_cmd) logging.info("Processing complete for {}".format(self.working_dir)) @@ -223,8 +296,8 @@ def run(self, method, num_threads): def main(): parser = ArgumentParser(description="Processing of demultiplexed FASTQs") - parser.add_argument("-1", "--fq1", dest="fq1", help="Specify path to Read 1 (R1) FASTQ file", required=True) - parser.add_argument("-2", "--fq2", dest="fq2", help="Specify path to Read 2 (R2) FASTQ file", required=True) + parser.add_argument("-i", "--input_files", dest="input_files", nargs="+", help="Specify input file(s)", required=True) + parser.add_argument("-f", "--input_format", dest="input_format", choices=["fastq", "bam"], help="Specify input format", default="fastq") parser.add_argument("-s", "--sequence_tab", dest="seq_tab", help="Specify the reference sequences as table with colums name, sequence, and position", required=True) parser.add_argument("-o", "--output-folder", dest="output_folder", help="Specify the folder to save the results into.", required=True) parser.add_argument("-d", "--bp_distance", dest="bp_distance", type=int, help="Threshold in base pairs for the required overlap size of reads on both sides of the breakpoint for junction/spanning read counting", default=10) @@ -232,10 +305,19 @@ def main(): parser.add_argument("--interval_mode", dest="interval_mode", action="store_true", help="Specify if interval mode shall be used") parser.add_argument("-m", "--method", dest="method", choices=["star", "bowtie2", "bwa"], help="Specify alignment software to generate the index", default="star") parser.add_argument("-t", "--threads", dest="num_threads", type=int, help="Specify number of threads to use for the alignment", default=1) + parser.add_argument("--star_cmd_params", dest="star_cmd_params", help="Specify STAR commandline parameters to use for the alignment", default="") args = parser.parse_args() - eq = Easyquant(args.fq1, args.fq2, args.seq_tab, args.bp_distance, args.output_folder, args.allow_mismatches, args.interval_mode) - eq.run(args.method, args.num_threads) + if args.input_format == "fastq" and len(args.input_files) != 2: + print("FASTQ input format selected, but input requires two FASTQ files. Please try again.") + sys.exit(1) + + if args.input_format == "bam" and len(args.input_files) > 1: + print("BAM input format selected, but more than one file given. Please try again.") + sys.exit(1) + + eq = Easyquant(args.input_files, args.input_format, args.seq_tab, args.bp_distance, args.output_folder, args.allow_mismatches, args.interval_mode) + eq.run(args.method, args.num_threads, args.star_cmd_params) if __name__ == "__main__": diff --git a/example_data/example_rna-seq.bam b/example_data/example_rna-seq.bam new file mode 100644 index 0000000000000000000000000000000000000000..def863a93581742dc22658575f108d01248bc63d GIT binary patch literal 1161855 zcmZU)b8sfz^FAEg-q^Nn>_(f7&5do_wr$<9ZQHi(>>dB|e7^s^?^MlHP1T&4I%m4C z?!NjuM3FEMApad-P#~gWU?6bd#R&qIN`LT&W92yHiqG=`BR7ZoNXFcK#|#%REQ`ZA z!o5YvH#uA6$p2Bw+2md2W#$Syp=e{++dHDd@rH-VU^>~|vbDl6?zf$AQdwh)BLuzQ z-0=V7IdOL=xgR29k_1ibZmK2ivY`K?-AOzR;#mF$ovJ;XhihAUzL5 zgBCGZ{PZeB6Y~!x4;ucR|1$m$r6>%8)$0&B8~G<_dxIuQ&Lc2dityrLQ8j<^BTmUI zjb8v9qh+ob0I{Uai_Soo9)n58%d z=4c7EY9S$t>1GDwkAChV1wFsMx)eD*Fe8!pkO#K%wKMJF45rd!nY)^9(K$y%Q#Yt3 zrC^?iQ*L?Qtt;pumo3LlRYw78Pn#~T-X%#jp%nZeM2&v|%{Ovf9rDc!);ssA1G>%E 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""" + # TODO: Implement method to parse BAM files using mate information + logger.info("Reading alignment file (path={}).".format(self.bam_file)) logger.info("Starting quantification.".format(self.bam_file)) bam = pysam.AlignmentFile(self.bam_file, "rb") diff --git a/run_test.sh b/run_test.sh index 2332bdb..881c8aa 100644 --- a/run_test.sh +++ b/run_test.sh @@ -9,12 +9,13 @@ rm -rf example_out_csv # Run pipeline python easy_quant.py \ - -1 example_data/example_rna-seq_R1_001.fastq.gz \ - -2 example_data/example_rna-seq_R2_001.fastq.gz \ + -i example_data/example_rna-seq_R1_001.fastq.gz \ + example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.csv \ -d 10 \ -o example_out_csv \ - -t 12 + -t 12 \ + --star_cmd_params "--outFilterMismatchNoverReadLmax 0.3 --scoreDelOpen -2 --scoreInsOpen -2 --scoreDelBase -2 --scoreInsBase -2" #================================================================ # Test run using a tab-separated input file @@ -25,8 +26,8 @@ rm -rf example_out_tab # Run pipeline python easy_quant.py \ - -1 example_data/example_rna-seq_R1_001.fastq.gz \ - -2 example_data/example_rna-seq_R2_001.fastq.gz \ + -i example_data/example_rna-seq_R1_001.fastq.gz \ + example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.tsv \ -o example_out_tab @@ -40,8 +41,8 @@ rm -rf example_out_csv_bowtie2 # Run pipeline python easy_quant.py \ - -1 example_data/example_rna-seq_R1_001.fastq.gz \ - -2 example_data/example_rna-seq_R2_001.fastq.gz \ + -i example_data/example_rna-seq_R1_001.fastq.gz \ + example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.tsv \ -o example_out_csv_bowtie2 \ -m bowtie2 @@ -51,8 +52,8 @@ rm -rf example_out_csv_bwa # Run pipeline python easy_quant.py \ - -1 example_data/example_rna-seq_R1_001.fastq.gz \ - -2 example_data/example_rna-seq_R2_001.fastq.gz \ + -i example_data/example_rna-seq_R1_001.fastq.gz \ + example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.tsv \ -o example_out_csv_bwa \ -m bwa @@ -66,8 +67,8 @@ rm -rf example_out_csv_interval # Run pipeline python easy_quant.py \ - -1 example_data/example_rna-seq_R1_001.fastq.gz \ - -2 example_data/example_rna-seq_R2_001.fastq.gz \ + -i example_data/example_rna-seq_R1_001.fastq.gz \ + example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.csv \ -o example_out_csv_interval \ --interval_mode @@ -82,8 +83,25 @@ rm -rf example_out_csv_mismatch # Run pipeline python easy_quant.py \ - -1 example_data/example_rna-seq_R1_001.fastq.gz \ - -2 example_data/example_rna-seq_R2_001.fastq.gz \ + -i example_data/example_rna-seq_R1_001.fastq.gz \ + example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.csv \ -o example_out_csv_mismatch \ --allow_mismatches + + +#================================================================ +# Test run using BAM file as input +#================================================================ + +# Remove existing output folder +rm -rf example_out_csv_bam + +# Run pipeline +python easy_quant.py \ + -i example_data/example_rna-seq.bam \ + -f bam \ + -s example_data/CLDN18_Context_seq.csv \ + -d 10 \ + -o example_out_csv_bam \ + -t 12 \ From ded56e7e64c9c10553014df9c7abf420a49a2c29 Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Tue, 6 Sep 2022 16:19:50 +0200 Subject: [PATCH 2/4] Updated README with new input format --- README.md | 47 ++++++++++++++++++++++++++++++++++------------- 1 file changed, 34 insertions(+), 13 deletions(-) diff --git a/README.md b/README.md index f8d1bfa..35796e0 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ breakpoint (spanning pairs). - Input: - Table with target sequences and breakpoints position (CSV/TSV format) - - fastq files + - fastq files / BAM file (BAM input only works in combination with STAR as aligner) - Map reads against sequences using STAR/Bowtie2/BWA - Generate Index of sequences as reference - Map reads @@ -24,7 +24,7 @@ breakpoint (spanning pairs). - Python 3 - pysam (>= 0.16.0.1) - - STAR (>= 2.6.1d) + - STAR (>= 2.7.8a) - samtools (>= 1.9) ## Installation @@ -41,22 +41,25 @@ Update `config.ini` with installation paths ``` samtools_cmd=/path/to/samtools/1.9/samtools -star_cmd=/path/to/STAR/2.6.1d/bin/Linux_x86_64_static/STAR +star_cmd=/path/to/STAR/2.7.8a/bin/Linux_x86_64_static/STAR ``` ## Usage ``` -usage: easy_quant.py [-h] -1 FQ1 -2 FQ2 -s SEQ_TAB -o OUTPUT_FOLDER [-d BP_DISTANCE] [--allow_mismatches] - [--interval_mode] [-m {star,bowtie2,bwa}] [-t NUM_THREADS] +usage: easy_quant.py [-h] -i INPUT_FILES [INPUT_FILES ...] [-f {fastq,bam}] -s SEQ_TAB -o OUTPUT_FOLDER [-d BP_DISTANCE] + [--allow_mismatches] [--interval_mode] [-m {star,bowtie2,bwa}] [-t NUM_THREADS] + [--star_cmd_params STAR_CMD_PARAMS] Processing of demultiplexed FASTQs optional arguments: -h, --help show this help message and exit - -1 FQ1, --fq1 FQ1 Specify path to Read 1 (R1) FASTQ file - -2 FQ2, --fq2 FQ2 Specify path to Read 2 (R2) FASTQ file + -i INPUT_FILES [INPUT_FILES ...], --input_files INPUT_FILES [INPUT_FILES ...] + Specify input file(s) + -f {fastq,bam}, --input_format {fastq,bam} + Specify input format -s SEQ_TAB, --sequence_tab SEQ_TAB Specify the reference sequences as table with colums name, sequence, and position -o OUTPUT_FOLDER, --output-folder OUTPUT_FOLDER @@ -70,19 +73,37 @@ optional arguments: Specify alignment software to generate the index -t NUM_THREADS, --threads NUM_THREADS Specify number of threads to use for the alignment - + --star_cmd_params STAR_CMD_PARAMS + Specify STAR commandline parameters to use for the alignment ``` ### Use case with example data We use toy example data from the folder `example_data`. It consists of a table -with input sequences and positions, as well as two fastq files. +with input sequences and positions, as well as two fastq files / one BAM file. + +Fastqs as input: + +``` +python easy_quant.py \ + -i example_data/example_rna-seq_R1_001.fastq.gz \ + example_data/example_rna-seq_R1_001.fastq.gz \ + -f fastq + -s example_data/CLDN18_Context_seq.csv \ + -d 10 \ + -o example_out \ + -m star \ + -t 6 + [--interval-mode] +``` + +BAM as input: ``` python easy_quant.py \ - -1 example_data/example_rna-seq_R1_001.fastq.gz \ - -2 example_data/example_rna-seq_R2_001.fastq.gz \ + -i example_data/example_rna-seq.bam \ + -f bam \ -s example_data/CLDN18_Context_seq.csv \ -d 10 \ -o example_out \ @@ -110,9 +131,9 @@ Example format of the input table: |seq4 | CGGCATCATCG |0,5,10 | -#### Fastq files +#### Fastq files / BAM file -Paired fastq files as input is required +Paired fastq files or an unsorted BAM file (no multimappers) as input is required to successfully determine read classes as described below. #### Config file From 529ea1798ed7f15415da60132e8273ea46ed0154 Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Wed, 7 Sep 2022 11:06:54 +0200 Subject: [PATCH 3/4] Updated commandline arguments for BAM input; Added read count file to results --- README.md | 21 ++++---- easy_quant.py | 147 ++++++++++++++++++++++++++------------------------ run_test.sh | 27 +++++----- 3 files changed, 100 insertions(+), 95 deletions(-) diff --git a/README.md b/README.md index 35796e0..510f88f 100644 --- a/README.md +++ b/README.md @@ -48,18 +48,17 @@ star_cmd=/path/to/STAR/2.7.8a/bin/Linux_x86_64_static/STAR ``` -usage: easy_quant.py [-h] -i INPUT_FILES [INPUT_FILES ...] [-f {fastq,bam}] -s SEQ_TAB -o OUTPUT_FOLDER [-d BP_DISTANCE] - [--allow_mismatches] [--interval_mode] [-m {star,bowtie2,bwa}] [-t NUM_THREADS] - [--star_cmd_params STAR_CMD_PARAMS] +usage: easy_quant.py [-h] [-1 FQ1] [-2 FQ2] [-b BAM] -s SEQ_TAB -o OUTPUT_FOLDER [-d BP_DISTANCE] [--allow_mismatches] + [--interval_mode] [-m {star,bowtie2,bwa}] [-t NUM_THREADS] [--star_cmd_params STAR_CMD_PARAMS] Processing of demultiplexed FASTQs optional arguments: -h, --help show this help message and exit - -i INPUT_FILES [INPUT_FILES ...], --input_files INPUT_FILES [INPUT_FILES ...] - Specify input file(s) - -f {fastq,bam}, --input_format {fastq,bam} - Specify input format + -1 FQ1, --fq1 FQ1 Specify path to Read 1 (R1) FASTQ file + -2 FQ2, --fq2 FQ2 Specify path to Read 2 (R2) FASTQ file + -b BAM, --bam_file BAM + Specify path to input BAM file as alternative to FASTQ input -s SEQ_TAB, --sequence_tab SEQ_TAB Specify the reference sequences as table with colums name, sequence, and position -o OUTPUT_FOLDER, --output-folder OUTPUT_FOLDER @@ -87,9 +86,8 @@ Fastqs as input: ``` python easy_quant.py \ - -i example_data/example_rna-seq_R1_001.fastq.gz \ - example_data/example_rna-seq_R1_001.fastq.gz \ - -f fastq + -1 example_data/example_rna-seq_R1_001.fastq.gz \ + -2 example_data/example_rna-seq_R1_001.fastq.gz \ -s example_data/CLDN18_Context_seq.csv \ -d 10 \ -o example_out \ @@ -102,8 +100,7 @@ BAM as input: ``` python easy_quant.py \ - -i example_data/example_rna-seq.bam \ - -f bam \ + -b example_data/example_rna-seq.bam \ -s example_data/CLDN18_Context_seq.csv \ -d 10 \ -o example_out \ diff --git a/easy_quant.py b/easy_quant.py index bf19529..1d1676c 100755 --- a/easy_quant.py +++ b/easy_quant.py @@ -2,7 +2,6 @@ from argparse import ArgumentParser from configparser import ConfigParser -#import gzip import logging import math import os @@ -12,25 +11,28 @@ import io_methods as IOMethods -#def get_read_count(fq_file): -# n = 0 -# with gzip.open(fq_file) as inf: -# for line in inf: -# n += 1 -# print(n) -# return n/4 +def get_read_count(infile, format="fq"): + if format == "fq": + return __get_read_count_fq(infile) + elif format == "bam": + return __get_read_count_bam(infile) -#def get_read_count(fq_file): -# """Parses input FASTQ to get read count""" -# ps = subprocess.Popen(("zcat", fq_file), stdout=subprocess.PIPE) -# result = subprocess.check_output(("wc", "-l"), stdin=ps.stdout) -# return int(result) / 4 +def __get_read_count_fq(fq_file): + """Parses input FASTQ to get read count""" + ps = subprocess.Popen(("zcat", fq_file), stdout=subprocess.PIPE) + result = subprocess.check_output(("wc", "-l"), stdin=ps.stdout) + return int(result) / 2 + +def __get_read_count_bam(bam_file): + """Parses input BAM to get read count""" + result = subprocess.check_output(["samtools", "view", "-c", bam_file]) + return int(result) class Easyquant(object): - def __init__(self, input_files, input_format, seq_tab, bp_distance, working_dir, allow_mismatches, interval_mode): + def __init__(self, fq1, fq2, bam, seq_tab, bp_distance, working_dir, allow_mismatches, interval_mode): self.working_dir = os.path.abspath(working_dir) IOMethods.create_folder(self.working_dir) @@ -54,8 +56,16 @@ def __init__(self, input_files, input_format, seq_tab, bp_distance, working_dir, self.cfg = ConfigParser() self.cfg.read(cfg_file) - self.input_files = [os.path.abspath(x) for x in input_files] - self.input_format = input_format + self.fq1 = None + self.fq2 = None + self.bam = None + if fq1: + self.fq1 = os.path.abspath(fq1) + if fq2: + self.fq2 = os.path.abspath(fq2) + if bam: + self.bam = os.path.abspath(bam) + self.seq_tab = os.path.abspath(seq_tab) self.bp_distance = bp_distance self.allow_mismatches = allow_mismatches @@ -72,8 +82,11 @@ def run(self, method, num_threads, star_cmd_params): outf.write("#!/bin/sh\n\n") outf.write("version=\"{}\"\n".format(self.cfg.get("general", "version"))) outf.write("python {} \\\n".format(os.path.realpath(__file__))) - outf.write("-i {} \\\n".format(" ".join(self.input_files))) - outf.write("-f {} \\\n".format(self.input_format)) + if self.fq1 and self.fq2: + outf.write("-1 {} \\\n".format(self.fq1)) + outf.write("-2 {} \\\n".format(self.fq2)) + elif self.bam: + outf.write("-b {} \\\n".format(self.bam)) outf.write("-s {} \\\n".format(self.seq_tab)) outf.write("-o {} \\\n".format(self.working_dir)) outf.write("-d {} \\\n".format(self.bp_distance)) @@ -88,11 +101,11 @@ def run(self, method, num_threads, star_cmd_params): logging.info("Executing easyquant {}".format(self.cfg.get("general", "version"))) - if self.input_format == "fastq": - logging.info("FQ1={}".format(self.input_files[0])) - logging.info("FQ2={}".format(self.input_files[1])) - elif self.input_format == "bam": - logging.info("BAM={}".format(self.input_files[0])) + if self.fq1 and self.fq2: + logging.info("FQ1={}".format(self.fq1)) + logging.info("FQ2={}".format(self.fq2)) + elif self.bam: + logging.info("BAM={}".format(self.bam)) genome_path = os.path.join(self.working_dir, "index") align_path = os.path.join(self.working_dir, "alignment") @@ -100,12 +113,12 @@ def run(self, method, num_threads, star_cmd_params): fasta_file = os.path.join(self.working_dir, "context.fa") sam_file = os.path.join(align_path, "Aligned.out.sam") bam_file = "" - if self.input_format == "fastq": + if self.fq1 and self.fq2: bam_file = os.path.join(align_path, "Aligned.out.bam") - elif self.input_format == "bam": + elif self.bam: bam_file = os.path.join(align_path, "Processed.out.bam") quant_file = os.path.join(self.working_dir, "quantification.tsv") - #num_reads_file = os.path.join(self.working_dir, "Star_org_input_reads.txt") + num_reads_file = os.path.join(self.working_dir, "num_reads.txt") #create folders IOMethods.create_folder(genome_path) @@ -114,9 +127,12 @@ def run(self, method, num_threads, star_cmd_params): IOMethods.csv_to_fasta(self.seq_tab, fasta_file) - #if not os.path.exists(num_reads_file) or os.stat(num_reads_file).st_size == 0: - # with open(num_reads_file, "w") as outf: - # outf.write(str(int(get_read_count(self.fq1)))) + if not os.path.exists(num_reads_file) or os.stat(num_reads_file).st_size == 0: + with open(num_reads_file, "w") as outf: + if self.fq1: + outf.write(str(int(get_read_count(self.fq1, "fq")))) + elif self.bam: + outf.write(str(int(get_read_count(self.bam, "bam")))) index_cmd = None @@ -134,8 +150,8 @@ def run(self, method, num_threads, star_cmd_params): self.cfg.get('commands', 'bowtie2'), num_threads, genome_path, - self.input_files[0], - self.input_files[1], + self.fq1, + self.fq2, sam_file ) @@ -149,8 +165,8 @@ def run(self, method, num_threads, star_cmd_params): self.cfg.get('commands', 'bwa'), num_threads, genome_path, - self.input_files[0], - self.input_files[1], + self.fq1, + self.fq2, sam_file ) @@ -170,37 +186,31 @@ def run(self, method, num_threads, star_cmd_params): fasta_file ) - # Most useful STAR parameters and their default values: - #--outFilterMismatchNoverReadLmax 0.3 \ - #--scoreDelOpen -2 \ - #--scoreInsOpen -2 \ - #--scoreDelBase -2 \ - #--scoreInsBase -2 \ - - if self.input_format == "fastq": + if self.fq1 and self.fq2: align_cmd = "{0} --outFileNamePrefix {1} \ --limitOutSAMoneReadBytes 1000000 \ --genomeDir {2} \ --readFilesCommand 'gzip -d -c -f' \ - --readFilesIn {3} \ + --readFilesIn {3} {4} \ --outSAMmode Full \ --alignEndsType EndToEnd \ --outFilterMultimapNmax -1 \ --outSAMattributes NH HI AS nM NM MD \ --outSAMunmapped None \ - {4} \ - --runThreadN {5}".format( + {5} \ + --runThreadN {6}".format( self.cfg.get('commands','star'), align_path + "/", genome_path, - " ".join(self.input_files), + self.fq1, + self.fq2, star_cmd_params, num_threads ) - elif self.input_format == "bam": + elif self.bam: align_cmd = "{0} --outFileNamePrefix {1} \ --runMode alignReads \ --limitOutSAMoneReadBytes 1000000 \ @@ -219,7 +229,7 @@ def run(self, method, num_threads, star_cmd_params): self.cfg.get('commands','star'), align_path + "/", genome_path, - " ".join(self.input_files), + self.bam, star_cmd_params, num_threads ) @@ -248,24 +258,17 @@ def run(self, method, num_threads, star_cmd_params): interval_mode_str ) - #quant_cmd = "{0} -i {1} -d {2} -o {3}".format( - # self.cfg.get('commands', 'quantification'), - # bam_file, - # self.bp_distance, - # quant_file - #) - # define bash script in working directory shell_script = os.path.join(self.working_dir, "requant.sh") # start to write shell script to execute mapping cmd with open(shell_script, "w") as out_shell: out_shell.write("#!/bin/sh\n\n") - if self.input_format == "fastq": - out_shell.write("fq1={}\n".format(self.input_files[0])) - out_shell.write("fq2={}\n".format(self.input_files[1])) - elif self.input_format == "bam": - out_shell.write("bam={}\n".format(self.input_files[0])) + if self.fq1 and self.fq2: + out_shell.write("fq1={}\n".format(self.fq1)) + out_shell.write("fq2={}\n".format(self.fq2)) + elif self.bam: + out_shell.write("bam={}\n".format(self.bam)) out_shell.write("working_dir={}\n".format(self.working_dir)) out_shell.write("echo \"Starting pipeline...\"\n") out_shell.write("echo \"Generating index\"\n") @@ -295,9 +298,10 @@ def run(self, method, num_threads, star_cmd_params): def main(): parser = ArgumentParser(description="Processing of demultiplexed FASTQs") - - parser.add_argument("-i", "--input_files", dest="input_files", nargs="+", help="Specify input file(s)", required=True) - parser.add_argument("-f", "--input_format", dest="input_format", choices=["fastq", "bam"], help="Specify input format", default="fastq") + + parser.add_argument("-1", "--fq1", dest="fq1", help="Specify path to Read 1 (R1) FASTQ file") + parser.add_argument("-2", "--fq2", dest="fq2", help="Specify path to Read 2 (R2) FASTQ file") + parser.add_argument("-b", "--bam_file", dest="bam", help="Specify path to input BAM file as alternative to FASTQ input") parser.add_argument("-s", "--sequence_tab", dest="seq_tab", help="Specify the reference sequences as table with colums name, sequence, and position", required=True) parser.add_argument("-o", "--output-folder", dest="output_folder", help="Specify the folder to save the results into.", required=True) parser.add_argument("-d", "--bp_distance", dest="bp_distance", type=int, help="Threshold in base pairs for the required overlap size of reads on both sides of the breakpoint for junction/spanning read counting", default=10) @@ -308,15 +312,20 @@ def main(): parser.add_argument("--star_cmd_params", dest="star_cmd_params", help="Specify STAR commandline parameters to use for the alignment", default="") args = parser.parse_args() - if args.input_format == "fastq" and len(args.input_files) != 2: - print("FASTQ input format selected, but input requires two FASTQ files. Please try again.") - sys.exit(1) - if args.input_format == "bam" and len(args.input_files) > 1: - print("BAM input format selected, but more than one file given. Please try again.") - sys.exit(1) + if not args.bam: + if args.fq1 and not args.fq2: + parser.error("--fq1 requires --fq2") + elif not args.fq1 and args.fq2: + parser.error("--fq2 requires --fq1") + else: + if args.method != "star": + parser.error("argument -b/--bam_file: only allowed with argument -m/--method == star") + if args.fq1 or args.fq2: + parser.error("argument -b/--bam_file: not allowed with argument -1/--fq1 or -2/--fq2") + - eq = Easyquant(args.input_files, args.input_format, args.seq_tab, args.bp_distance, args.output_folder, args.allow_mismatches, args.interval_mode) + eq = Easyquant(args.fq1, args.fq2, args.bam, args.seq_tab, args.bp_distance, args.output_folder, args.allow_mismatches, args.interval_mode) eq.run(args.method, args.num_threads, args.star_cmd_params) diff --git a/run_test.sh b/run_test.sh index 881c8aa..ff22110 100644 --- a/run_test.sh +++ b/run_test.sh @@ -9,8 +9,8 @@ rm -rf example_out_csv # Run pipeline python easy_quant.py \ - -i example_data/example_rna-seq_R1_001.fastq.gz \ - example_data/example_rna-seq_R2_001.fastq.gz \ + -1 example_data/example_rna-seq_R1_001.fastq.gz \ + -2 example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.csv \ -d 10 \ -o example_out_csv \ @@ -26,8 +26,8 @@ rm -rf example_out_tab # Run pipeline python easy_quant.py \ - -i example_data/example_rna-seq_R1_001.fastq.gz \ - example_data/example_rna-seq_R2_001.fastq.gz \ + -1 example_data/example_rna-seq_R1_001.fastq.gz \ + -2 example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.tsv \ -o example_out_tab @@ -41,8 +41,8 @@ rm -rf example_out_csv_bowtie2 # Run pipeline python easy_quant.py \ - -i example_data/example_rna-seq_R1_001.fastq.gz \ - example_data/example_rna-seq_R2_001.fastq.gz \ + -1 example_data/example_rna-seq_R1_001.fastq.gz \ + -2 example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.tsv \ -o example_out_csv_bowtie2 \ -m bowtie2 @@ -52,8 +52,8 @@ rm -rf example_out_csv_bwa # Run pipeline python easy_quant.py \ - -i example_data/example_rna-seq_R1_001.fastq.gz \ - example_data/example_rna-seq_R2_001.fastq.gz \ + -1 example_data/example_rna-seq_R1_001.fastq.gz \ + -2 example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.tsv \ -o example_out_csv_bwa \ -m bwa @@ -67,8 +67,8 @@ rm -rf example_out_csv_interval # Run pipeline python easy_quant.py \ - -i example_data/example_rna-seq_R1_001.fastq.gz \ - example_data/example_rna-seq_R2_001.fastq.gz \ + -1 example_data/example_rna-seq_R1_001.fastq.gz \ + -2 example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.csv \ -o example_out_csv_interval \ --interval_mode @@ -83,8 +83,8 @@ rm -rf example_out_csv_mismatch # Run pipeline python easy_quant.py \ - -i example_data/example_rna-seq_R1_001.fastq.gz \ - example_data/example_rna-seq_R2_001.fastq.gz \ + -1 example_data/example_rna-seq_R1_001.fastq.gz \ + -2 example_data/example_rna-seq_R2_001.fastq.gz \ -s example_data/CLDN18_Context_seq.csv \ -o example_out_csv_mismatch \ --allow_mismatches @@ -99,8 +99,7 @@ rm -rf example_out_csv_bam # Run pipeline python easy_quant.py \ - -i example_data/example_rna-seq.bam \ - -f bam \ + -b example_data/example_rna-seq.bam \ -s example_data/CLDN18_Context_seq.csv \ -d 10 \ -o example_out_csv_bam \ From eb6842168ae44958c2037b7f85c6186d3cb2b24f Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Wed, 7 Sep 2022 12:20:46 +0200 Subject: [PATCH 4/4] Fixed samtools cmd for read counting --- easy_quant.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/easy_quant.py b/easy_quant.py index 1d1676c..8a87dc8 100755 --- a/easy_quant.py +++ b/easy_quant.py @@ -11,11 +11,11 @@ import io_methods as IOMethods -def get_read_count(infile, format="fq"): +def get_read_count(infile, tool, format="fq"): if format == "fq": return __get_read_count_fq(infile) elif format == "bam": - return __get_read_count_bam(infile) + return __get_read_count_bam(infile, tool) def __get_read_count_fq(fq_file): """Parses input FASTQ to get read count""" @@ -23,9 +23,9 @@ def __get_read_count_fq(fq_file): result = subprocess.check_output(("wc", "-l"), stdin=ps.stdout) return int(result) / 2 -def __get_read_count_bam(bam_file): +def __get_read_count_bam(bam_file, tool): """Parses input BAM to get read count""" - result = subprocess.check_output(["samtools", "view", "-c", bam_file]) + result = subprocess.check_output([tool, "view", "-c", bam_file]) return int(result) @@ -130,9 +130,9 @@ def run(self, method, num_threads, star_cmd_params): if not os.path.exists(num_reads_file) or os.stat(num_reads_file).st_size == 0: with open(num_reads_file, "w") as outf: if self.fq1: - outf.write(str(int(get_read_count(self.fq1, "fq")))) + outf.write(str(int(get_read_count(self.fq1, None, "fq")))) elif self.bam: - outf.write(str(int(get_read_count(self.bam, "bam")))) + outf.write(str(int(get_read_count(self.bam, self.cfg.get('commands', 'samtools'), "bam")))) index_cmd = None

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