Mercurial > repos > peterjc > coverage_stats
diff tools/coverage_stats/coverage_stats.py @ 2:7254ece0c0ff draft
v0.0.5 - Supports max coverage depth in recent samtools. Expects samtools 1.4.1 via Conda, not via Tool Shed.
author | peterjc |
---|---|
date | Thu, 11 May 2017 12:16:10 -0400 |
parents | ca8f63f2f7d4 |
children |
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--- a/tools/coverage_stats/coverage_stats.py Fri Nov 21 09:43:58 2014 -0500 +++ b/tools/coverage_stats/coverage_stats.py Thu May 11 12:16:10 2017 -0400 @@ -6,39 +6,61 @@ * Input BAI filename (via Galaxy metadata) * Output tabular filename +Optional fourth argument: + * Max coverage depth (integer) + This messes about with the filenames to make samtools happy, then runs "samtools idxstats" and "samtools depth", captures and combines the output to the desired output tabular file. + +Because "samtools depth" treats the max depth a little fuzzily, this +tool tries to account for this and applies a clear max-depth cut off. """ -import sys + import os import subprocess +import sys import tempfile if "-v" in sys.argv or "--version" in sys.argv: - #Galaxy seems to invert the order of the two lines - print("BAM coverage statistics v0.0.1") + # Galaxy seems to invert the order of the two lines + print("BAM coverage statistics v0.0.5") cmd = "samtools 2>&1 | grep -i ^Version" sys.exit(os.system(cmd)) -def stop_err(msg, error_level=1): - """Print error message to stdout and quit with given error level.""" - sys.stderr.write("%s\n" % msg) - sys.exit(error_level) - -if len(sys.argv) != 4: - stop_err("Require three arguments: BAM, BAI, tabular filenames") - -bam_filename, bai_filename, tabular_filename = sys.argv[1:] +# TODO - Proper command line API +if len(sys.argv) == 4: + bam_filename, bai_filename, tabular_filename = sys.argv[1:] + max_depth = "8000" +elif len(sys.argv) == 5: + bam_filename, bai_filename, tabular_filename, max_depth = sys.argv[1:] +else: + sys.exit("Require 3 or 4 arguments: BAM, BAI, tabular filename, [max depth]") if not os.path.isfile(bam_filename): - stop_err("Input BAM file not found: %s" % bam_filename) + sys.exit("Input BAM file not found: %s" % bam_filename) +if bai_filename == "-": + # Make this optional for ease of use at the command line by hand: + if os.path.isfile(bam_filename + ".bai"): + bai_filename = bam_filename + ".bai" if not os.path.isfile(bai_filename): if bai_filename == "None": - stop_err("Error: Galaxy did not index your BAM file") - stop_err("Input BAI file not found: %s" % bai_filename) + sys.exit("Error: Galaxy did not index your BAM file") + sys.exit("Input BAI file not found: %s" % bai_filename) -#Assign sensible names with real extensions, and setup symlinks: +try: + max_depth = int(max_depth) +except ValueError: + sys.exit("Bad argument for max depth: %r" % max_depth) +if max_depth < 0: + sys.exit("Bad argument for max depth: %r" % max_depth) + +# fuzz factor to ensure can reach max_depth, e.g. region with +# many reads having a deletion present could underestimate the +# coverage by capping the number of reads considered +depth_margin = 100 + +# Assign sensible names with real extensions, and setup symlinks: tmp_dir = tempfile.mkdtemp() bam_file = os.path.join(tmp_dir, "temp.bam") bai_file = os.path.join(tmp_dir, "temp.bam.bai") @@ -50,27 +72,58 @@ assert os.path.isfile(bai_file), bai_file assert os.path.isfile(bam_file + ".bai"), bam_file + def clean_up(): + """Remove our temporary files and directory.""" os.remove(idxstats_filename) os.remove(depth_filename) os.remove(bam_file) os.remove(bai_file) os.rmdir(tmp_dir) + +def samtools_depth_opt_available(): + """Determine if samtools depth supports maximum coverage argument.""" + child = subprocess.Popen(["samtools", "depth"], + stdout=subprocess.PIPE, stderr=subprocess.STDOUT) + # Combined stdout/stderr in case samtools is ever inconsistent + output, tmp = child.communicate() + assert tmp is None + # Expect to find this line in the help text, exact wording could change: + # -d/-m <int> maximum coverage depth [8000] + return " -d/-m " in output + + +depth_hack = False +if not samtools_depth_opt_available(): + if max_depth + depth_margin <= 8000: + sys.stderr.write("WARNING: The version of samtools depth installed does not " + "support the -d option, however, the requested max-depth " + "is safely under the default of 8000.\n") + depth_hack = True + else: + sys.exit("The version of samtools depth installed does not support the -d option.") + # Run samtools idxstats: cmd = 'samtools idxstats "%s" > "%s"' % (bam_file, idxstats_filename) return_code = os.system(cmd) if return_code: clean_up() - stop_err("Return code %i from command:\n%s" % (return_code, cmd)) + sys.exit("Return code %i from command:\n%s" % (return_code, cmd)) # Run samtools depth: # TODO - Parse stdout instead? -cmd = 'samtools depth "%s" > "%s"' % (bam_file, depth_filename) +if depth_hack: + # Using an old samtools without the -d option, but hard coded default + # of 8000 should be fine even allowing a margin for fuzzy output + cmd = 'samtools depth "%s" > "%s"' % (bam_file, depth_filename) +else: + cmd = 'samtools depth -d %i "%s" > "%s"' % (max_depth + depth_margin, bam_file, depth_filename) return_code = os.system(cmd) if return_code: clean_up() - stop_err("Return code %i from command:\n%s" % (return_code, cmd)) + sys.exit("Return code %i from command:\n%s" % (return_code, cmd)) + def load_total_coverage(depth_handle, identifier, length): """Parse some of the 'samtools depth' output for coverages. @@ -86,18 +139,23 @@ # print("%s coverage calculation, length %i, ..." % (identifier, length)) if depth_ref is None: - # Right at start of file! + # Right at start of file / new contig line = depth_handle.readline() + # Are we at the end of the file? + if not line: + # Must be at the end of the file. + # This can happen if the file contig(s) had no reads mapped + return 0, 0, 0.0, 0 depth_ref, depth_pos, depth_reads = line.rstrip("\n").split() depth_pos = int(depth_pos) - depth_reads = int(depth_reads) + depth_reads = min(max_depth, int(depth_reads)) # Can now treat as later references where first line cached elif identifier != depth_ref: # Infer that identifier had coverage zero, # and so was not in the 'samtools depth' # output. # print("%s appears to have no coverage at all" % identifier) - return 0, 0, 0.0 + return 0, 0, 0.0, 0 # Good, at start of expected reference bases = depth_reads @@ -115,7 +173,7 @@ for line in depth_handle: ref, pos, depth = line.rstrip("\n").split() pos = int(pos) - depth = int(depth) + depth = min(max_depth, int(depth)) if ref != identifier: # Reached the end of this identifier's coverage # so cache this ready for next identifier @@ -135,7 +193,8 @@ # print("%s has no coverage at end" % identifier) min_cov = 0 mean_cov = bases / float(length) - return min_cov, max_cov, mean_cov + return min_cov, max_cov, mean_cov, bases + # Parse and combine the output out_handle = open(tabular_filename, "w") @@ -148,6 +207,8 @@ depth_pos = 0 depth_reads = 0 +global_bases = 0 +global_length = 0 for line in idxstats_handle: identifier, length, mapped, placed = line.rstrip("\n").split() length = int(length) @@ -157,8 +218,12 @@ min_cov = 0 max_cov = 0 mean_cov = 0.0 + bases = 0 else: - min_cov, max_cov, mean_cov = load_total_coverage(depth_handle, identifier, length) + min_cov, max_cov, mean_cov, bases = load_total_coverage(depth_handle, identifier, length) + if max_cov > max_depth: + sys.exit("Using max depth %i yet saw max coverage %i for %s" + % (max_depth, max_cov, identifier)) out_handle.write("%s\t%i\t%i\t%i\t%i\t%i\t%0.2f\n" % (identifier, length, mapped, placed, min_cov, max_cov, mean_cov)) @@ -168,15 +233,19 @@ depth_handle.close() out_handle.close() clean_up() - stop_err("Problem with coverage for %s, expect min_cov <= mean_cov <= max_cov" + sys.exit("Problem with coverage for %s, expect min_cov <= mean_cov <= max_cov" % identifier) + global_length += length + global_bases += bases idxstats_handle.close() depth_handle.close() out_handle.close() +print("Total reference length %i with overall mean coverage %0.2f" % (global_length, float(global_bases) / global_length)) + # Remove the temp symlinks and files: clean_up() if depth_ref is not None: - stop_err("Left over output from 'samtools depth'? %r" % depth_ref) + sys.exit("Left over output from 'samtools depth'? %r" % depth_ref)