From 082e3411986f16faf82722e494f1573c46478af4 Mon Sep 17 00:00:00 2001 From: Rauf Salamzade Date: Fri, 12 Jul 2024 18:02:34 -0500 Subject: [PATCH] update to v1.2.3 --- README.md | 67 ++++++++++++++++++++++++++--------------------- bin/cidder | 12 ++++----- bin/skder | 12 ++++----- run_tests.sh | 2 +- test_case.tar.gz | Bin 13696100 -> 13696903 bytes 5 files changed, 50 insertions(+), 43 deletions(-) diff --git a/README.md b/README.md index d6d7ad0..2201e51 100644 --- a/README.md +++ b/README.md @@ -68,6 +68,8 @@ skDER features two distinct algorithms for dereplication (details can be found b #### CiDDER +***Currently only for bacteria - because it uses pyrodigal for gene calling!*** + In v1.2.0, we also introduced a second program called CiDDER (CD-hit based DEReplication) - which allows for optimizing selection of a minimal number of genomes that achieve some level of saturation of the pan-genome of the full set of genomes (see below for details). Note, CD-HIT determines protein clusters, not proper ortholog groups, and as such an approximation is made of the pan-genome space being sampled by representative genomes. ## Details on Dereplication Algorithms @@ -145,7 +147,7 @@ The help function should return the following: ``` usage: skder [-h] [-g GENOMES [GENOMES ...]] [-t TAXA_NAME] [-r GTDB_RELEASE] -o OUTPUT_DIRECTORY [-d DEREPLICATION_MODE] [-i PERCENT_IDENTITY_CUTOFF] [-tc] [-f ALIGNED_FRACTION_CUTOFF] - [-a MAX_AF_DISTANCE_CUTOFF] [-p SKANI_TRIANGLE_PARAMETERS] [-c CPUS] [-s] [-n] [-l] [-b] [-u] [-v] + [-a MAX_AF_DISTANCE_CUTOFF] [-p SKANI_TRIANGLE_PARAMETERS] [-s] [-n] [-l] [-b] [-u] [-c THREADS] [-v] Program: skder Author: Rauf Salamzade @@ -169,46 +171,47 @@ options: Genome assembly files in (gzipped) FASTA format (accepted suffices are: *.fasta, *.fa, *.fas, or *.fna) [Optional]. - -t TAXA_NAME, --taxa_name TAXA_NAME + -t TAXA_NAME, --taxa-name TAXA_NAME Genus or species identifier from GTDB for which to download genomes for and include in dereplication analysis [Optional]. - -r GTDB_RELEASE, --gtdb_release GTDB_RELEASE + -r GTDB_RELEASE, --gtdb-release GTDB_RELEASE Which GTDB release to use if -t argument issued [Default is R220]. - -o OUTPUT_DIRECTORY, --output_directory OUTPUT_DIRECTORY + -o OUTPUT_DIRECTORY, --output-directory OUTPUT_DIRECTORY Output directory. - -d DEREPLICATION_MODE, --dereplication_mode DEREPLICATION_MODE + -d DEREPLICATION_MODE, --dereplication-mode DEREPLICATION_MODE Whether to use a "dynamic" (more concise) or "greedy" (more comprehensive) approach to selecting representative genomes. [Default is "dynamic"] - -i PERCENT_IDENTITY_CUTOFF, --percent_identity_cutoff PERCENT_IDENTITY_CUTOFF + -i PERCENT_IDENTITY_CUTOFF, --percent-identity-cutoff PERCENT_IDENTITY_CUTOFF ANI cutoff for dereplication [Default is 99.0]. - -tc, --test_cutoffs Assess clustering using various pre-selected cutoffs. - -f ALIGNED_FRACTION_CUTOFF, --aligned_fraction_cutoff ALIGNED_FRACTION_CUTOFF + -tc, --test-cutoffs Assess clustering using various pre-selected cutoffs. + -f ALIGNED_FRACTION_CUTOFF, --aligned-fraction-cutoff ALIGNED_FRACTION_CUTOFF Aligned cutoff threshold for dereplication - only needed by one genome [Default is 90.0]. - -a MAX_AF_DISTANCE_CUTOFF, --max_af_distance_cutoff MAX_AF_DISTANCE_CUTOFF + -a MAX_AF_DISTANCE_CUTOFF, --max-af-distance-cutoff MAX_AF_DISTANCE_CUTOFF Maximum difference for aligned fraction between a pair to automatically disqualify the genome with a higher AF from being a representative. - -p SKANI_TRIANGLE_PARAMETERS, --skani_triangle_parameters SKANI_TRIANGLE_PARAMETERS + -p SKANI_TRIANGLE_PARAMETERS, --skani-triangle-parameters SKANI_TRIANGLE_PARAMETERS Options for skani triangle. Note ANI and AF cutoffs are specified separately and the -E parameter is always requested. [Default is ""]. - -c CPUS, --cpus CPUS Number of CPUs to use. - -s, --sanity_check Confirm each FASTA file provided or downloaded is actually + -s, --sanity-check Confirm each FASTA file provided or downloaded is actually a FASTA file. Makes it slower, but generally good practice. - -n, --determine_clusters + -n, --determine-clusters Perform secondary clustering to assign non-representative genomes to their closest representative genomes. -l, --symlink Symlink representative genomes in results subdirectory instead of performing a copy of the files. - -b, --index_locally Build indices locally instead of in the directory of input genomes. - -u, --ncbi_nlm_url Try using the NCBI ftp address with '.nlm' for + -b, --index-locally Build indices locally instead of in the directory of input genomes. + -u, --ncbi-nlm-url Try using the NCBI ftp address with '.nlm' for ncbi-genome-download if there are issues. + -c THREADS, --threads THREADS + Number of threads/processes to use [Default is 1]. -v, --version Report version of skDER. - ``` +``` ### Usage for CiDDER @@ -220,11 +223,8 @@ cidder -h The help function should return the following: ``` -usage: cidder [-h] [-g GENOMES [GENOMES ...]] [-t TAXA_NAME] [-r GTDB_RELEASE] - -o OUTPUT_DIRECTORY [-p CD_HIT_PARAMS] [-mg] [-e] - [-n NEW_PROTEINS_NEEDED] [-ts TOTAL_SATURATION] - [-mgs MULTI_GENOME_SATURATION] [-s] [-l] [-c CPUS] [-m MEMORY] - [-u] [-v] +usage: cidder [-h] [-g GENOMES [GENOMES ...]] [-t TAXA_NAME] [-r GTDB_RELEASE] -o OUTPUT_DIRECTORY [-p CD_HIT_PARAMS] [-mg] [-e] [-a NEW_PROTEINS_NEEDED] [-ts TOTAL_SATURATION] + [-mgs MULTI_GENOME_SATURATION] [-s] [-n] [-ns] [-l] [-u] [-c THREADS] [-m MEMORY] [-v] Program: cidder Author: Rauf Salamzade @@ -267,11 +267,10 @@ options: (don't set threads or memory - those are done by default in cidder) and surround by quotes [Default is: "-n 5 -c 0.95 -aL 0.75 -aS 0.90"] -mg, --metagenome-mode - Run pyrodigal using metagenome mode [Default is False]. + Run pyrodigal using metagenome mode. -e, --include-edge-orfs - Include proteins from ORFs that hang off the edge of a contig/scaffold - [Default is False]. - -n NEW_PROTEINS_NEEDED, --new-proteins-needed NEW_PROTEINS_NEEDED + Include proteins from ORFs that hang off the edge of a contig/scaffold. + -a NEW_PROTEINS_NEEDED, --new-proteins-needed NEW_PROTEINS_NEEDED The number of new protein clusters needed to add [Default is 0]. -ts TOTAL_SATURATION, --total-saturation TOTAL_SATURATION The percentage of total proteins clusters needed to stop representative @@ -279,16 +278,24 @@ options: -mgs MULTI_GENOME_SATURATION, --multi-genome-saturation MULTI_GENOME_SATURATION The percentage of total multi-genome protein clusters needed to stop representative genome selection [Default is 100.0]. - -s, --sanity_check Confirm each FASTA file provided or downloaded is actually + -s, --sanity-check Confirm each FASTA file provided or downloaded is actually a FASTA file. Makes it slower, but generally good practice. + -n, --determine-clusters + Perform secondary clustering to assign non-representative + genomes to their closest representative genomes based on shared protein clusters. + -ns, --determine-clusters-skani + Perform secondary clustering to assign non-representative + genomes to their closest representative genomes based on skani-computed ANI. -l, --symlink Symlink representative genomes in results subdirectory instead of performing a copy of the files. - -c CPUS, --cpus CPUS Number of CPUs to use [Default is 1]. + -u, --ncbi-nlm-url Try using the NCBI ftp address with '.nlm' for + ncbi-genome-download if there are issues. + -c THREADS, --threads THREADS + Number of threads/processes to use [Default is 1]. -m MEMORY, --memory MEMORY The memory limit for CD-HIT in Gigabytes [Default is 0 = unlimited]. - -u, --ncbi_nlm_url Try using the NCBI ftp address with '.nlm' for - ncbi-genome-download if there are issues. + -v, --version Report version of CiDDER. ``` ## Citation notice @@ -314,7 +321,7 @@ If you use CiDDER, please also consider citing pyrodigal (for gene-calling) and ## Acknowledgments -We thank Titus Brown, Tessa Pierce-Ward, and Karthik Anantharaman for helpful discussions on the development of skDER/CiDDER - in particular the idea to directly asses the pan-genome space sampled by representative genomes. +We thank Titus Brown, Tessa Pierce-Ward, and Karthik Anantharaman for helpful discussions on the development of skDER/CiDDER - in particular the idea to directly asses the pan-genome space sampled by representative genomes. We also thank users on GitHub issues for suggesting ideas for new features. ## LICENSE diff --git a/bin/cidder b/bin/cidder index 9adb93f..c08439e 100644 --- a/bin/cidder +++ b/bin/cidder @@ -96,9 +96,9 @@ def create_parser(): parser.add_argument('-n', '--determine-clusters', action='store_true', help="Perform secondary clustering to assign non-representative\ngenomes to their closest representative genomes based on shared protein clusters.", required=False, default=False) parser.add_argument('-ns', '--determine-clusters-skani', action='store_true', help="Perform secondary clustering to assign non-representative\ngenomes to their closest representative genomes based on skani-computed ANI.", required=False, default=False) parser.add_argument('-l', '--symlink', action='store_true', help="Symlink representative genomes in results subdirectory\ninstead of performing a copy of the files.", required=False, default=False) - parser.add_argument('-c', '--cpus', type=int, help="Number of CPUs to use [Default is 1].", required=False, default=1) - parser.add_argument('-m', '--memory', type=float, help="The memory limit for CD-HIT in Gigabytes [Default is 0 = unlimited].", required=False, default=0) parser.add_argument('-u', '--ncbi-nlm-url', action='store_true', help="Try using the NCBI ftp address with '.nlm' for\nncbi-genome-download if there are issues.", required=False, default=False) + parser.add_argument('-c', '--threads', type=int, help="Number of threads/processes to use [Default is 1].", required=False, default=1) + parser.add_argument('-m', '--memory', type=float, help="The memory limit for CD-HIT in Gigabytes [Default is 0 = unlimited].", required=False, default=0) parser.add_argument('-v', '--version', action='store_true', help="Report version of CiDDER.", required=False, default=False) args = parser.parse_args() return args @@ -125,7 +125,7 @@ def cidder_main(): multigenome_saturation_cutoff = myargs.multi_genome_saturation sanity_check = myargs.sanity_check symlink = myargs.symlink - cpus = myargs.cpus + threads = myargs.threads memory = myargs.memory ncbi_nlm_url_flag = myargs.ncbi_nlm_url determine_clusters_flag = myargs.determine_clusters @@ -297,7 +297,7 @@ def cidder_main(): sys.exit(1) try: - p = multiprocessing.Pool(cpus) + p = multiprocessing.Pool(threads) p.map(util.multiProcess, pyrodigal_cmds) p.close() except Exception as e: @@ -328,7 +328,7 @@ def cidder_main(): cdhit_mem = 1000.0*memory if cdhit_mem > 0 and cdhit_mem < 1: cdhit_mem = 1 - cdhit_cmd = ['cd-hit', '-d', '0', '-T', str(cpus), '-M', str(cdhit_mem), cd_hit_params, '-i', combined_proteome_faa, '-o', cdhit_result_prefix] + cdhit_cmd = ['cd-hit', '-d', '0', '-T', str(threads), '-M', str(cdhit_mem), cd_hit_params, '-i', combined_proteome_faa, '-o', cdhit_result_prefix] try: util.runCmd(cdhit_cmd, logObject, check_files=[cdhit_cluster_file]) except: @@ -484,7 +484,7 @@ def cidder_main(): # run skani triangle skani_result_file = outdir + 'Skani_Triangle_Edge_Output.txt' - skani_triangle_cmd = ['skani', 'triangle', '-l', all_genomes_listing_file, '--min-af', '80.0', '-E', '-t', str(cpus), '-o', skani_result_file] + skani_triangle_cmd = ['skani', 'triangle', '-l', all_genomes_listing_file, '--min-af', '80.0', '-E', '-t', str(threads), '-o', skani_result_file] util.runCmd(skani_triangle_cmd, logObject, check_files=[skani_result_file]) cidder_cluster_result_file = outdir + 'CiDDER_skani_Clustering.txt' diff --git a/bin/skder b/bin/skder index fa94095..5692bad 100644 --- a/bin/skder +++ b/bin/skder @@ -89,12 +89,12 @@ def create_parser(): parser.add_argument('-f', '--aligned-fraction-cutoff', type=float, help="Aligned cutoff threshold for dereplication - only needed by\none genome [Default is 90.0].", required=False, default=90.0) parser.add_argument('-a', '--max-af-distance-cutoff', type=float, help="Maximum difference for aligned fraction between a pair to\nautomatically disqualify the genome with a higher\nAF from being a representative.", required=False, default=10.0) parser.add_argument('-p', '--skani-triangle-parameters', help="Options for skani triangle. Note ANI and AF cutoffs\nare specified separately and the -E parameter is always\nrequested. [Default is \"\"].", default="", required=False) - parser.add_argument('-c', '--cpus', type=int, help="Number of CPUs to use.", required=False, default=1) parser.add_argument('-s', '--sanity-check', action='store_true', help="Confirm each FASTA file provided or downloaded is actually\na FASTA file. Makes it slower, but generally\ngood practice.", required=False, default=False) parser.add_argument('-n', '--determine-clusters', action='store_true', help="Perform secondary clustering to assign non-representative\ngenomes to their closest representative genomes.", required=False, default=False) parser.add_argument('-l', '--symlink', action='store_true', help="Symlink representative genomes in results subdirectory\ninstead of performing a copy of the files.", required=False, default=False) parser.add_argument('-b', '--index-locally', action='store_true', help="Build indices locally instead of in the directory of input genomes.", required=False, default=False) parser.add_argument('-u', '--ncbi-nlm-url', action='store_true', help="Try using the NCBI ftp address with '.nlm' for\nncbi-genome-download if there are issues.", required=False, default=False) + parser.add_argument('-c', '--threads', type=int, help="Number of threads/processes to use [Default is 1].", required=False, default=1) parser.add_argument('-v', '--version', action='store_true', help="Report version of skDER.", required=False, default=False) args = parser.parse_args() return args @@ -119,7 +119,7 @@ def skder_main(): skani_triangle_parameters = myargs.skani_triangle_parameters max_af_distance_cutoff = myargs.max_af_distance_cutoff test_cutoffs_flag = myargs.test_cutoffs - cpus = myargs.cpus + threads = myargs.threads symlink_flag = myargs.symlink determine_clusters_flag = myargs.determine_clusters sanity_check = myargs.sanity_check @@ -290,7 +290,7 @@ def skder_main(): genomes.append(genome_path) genome_count = len(genomes) - chunk_size = math.ceil(genome_count/cpus) + chunk_size = math.ceil(genome_count/threads) genome_chunks = util.divide_chunks(genomes, chunk_size) n50_dir = outdir + 'Assembly_N50s/' @@ -300,7 +300,7 @@ def skder_main(): n50_chunk_file = n50_dir + 'chunk_' + str(i) + '.txt' n50_inputs.append([gc, n50_chunk_file, index_locally_flag]) - p = multiprocessing.Pool(cpus) + p = multiprocessing.Pool(threads) p.map(util.compute_n50, n50_inputs) p.close() @@ -314,13 +314,13 @@ def skder_main(): # run skani triangle skani_result_file = outdir + 'Skani_Triangle_Edge_Output.txt' skani_triangle_cmd = ['skani', 'triangle', '-l', all_genomes_listing_file, - '--min-af', str(aligned_fraction_cutoff), '-E', skani_triangle_parameters, '-t', str(cpus), '-o', skani_result_file] + '--min-af', str(aligned_fraction_cutoff), '-E', skani_triangle_parameters, '-t', str(threads), '-o', skani_result_file] if test_cutoffs_flag: min_af_cutoff = min(PRESELECTED_AF_CUTOFFS) if selection_mode == 'dynamic': min_af_cutoff = max([min_af_cutoff - 20.0, 0.0]) skani_triangle_cmd = ['skani', 'triangle', '-l', all_genomes_listing_file, - '--min-af', str(min_af_cutoff), '-E', skani_triangle_parameters, '-t', str(cpus), '-o', skani_result_file] + '--min-af', str(min_af_cutoff), '-E', skani_triangle_parameters, '-t', str(threads), '-o', skani_result_file] util.runCmd(skani_triangle_cmd, logObject, check_files=[skani_result_file]) if test_cutoffs_flag: diff --git a/run_tests.sh b/run_tests.sh index 73b8b45..d33fa1e 100644 --- a/run_tests.sh +++ b/run_tests.sh @@ -7,4 +7,4 @@ cd test_case/ # run skder on test set of Cutibacterium granulosum genomes present in GTDB R214. skder -g Cutibacterium_granulosum_Genomes_in_GTDB_R214/*.fna -o skder_results/ -c 4 -n -cidder -g Cutibacterium_granulosum_Genomes_in_GTDB_R214/*.fna -o cidder_results/ -c 4 +cidder -g Cutibacterium_granulosum_Genomes_in_GTDB_R214/*.fna -o cidder_results/ -c 4 -n -ns diff --git a/test_case.tar.gz b/test_case.tar.gz index 3596e9128c93156fe6380e83c09e245545ce2cc9..92951dbf143000b9902964e01d05a6b5553664a3 100644 GIT binary patch delta 11603789 zcmV)pK%2kh_`?Q=|HB5592!xDvo3n<=#U(3o08m8czcX}Qv(8v6xv{ckv1fMzWVy* zr=NWF>ZgD9NBifUr++?t|NZO#pMUuNJCFbGfBx+Gdmp^_-n;Lm|36><-rsR;@CP5f_s{MB^QWx;_Wr+k{^9d?|Loa2e}wb> z@BaBWzW+b{hcABh>ZjMq{q#S7`NjYF6aioT^gn&_`6sV`_Q~J>^qXIQ|NN7$UnwAd 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