{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Running in Docker container on Swoose\n", "\n", "Started Docker container with the following command:\n", "\n", "```docker run -p 8888:8888 -v /home/sam/data/pacbio_oly/:/home/data -v /mnt/owl/:/home/owl -it bioinformatics/bioinformatics:v0 /bin/bash```\n", "\n", "The command allows ```/home/sam/data/pacbio_oly/``` and ```mnt/owl``` (our server Owl) to be accessible to the Docker container.\n", "\n", "Once access to Jupyter Notebook over port 8888 and makes my Jupyter Notebook GitHub repo and my data files the container was started, started Jupyter Notebook with the following command inside the Docker container:\n", "\n", "```jupyter notebook --allow-root```\n", "\n", "This is configured in the Docker container to launch a Jupyter Notebook without a browser on port 8888.\n", "The Docker container is running on an image created from this [Dockerfile (Git commit 0c42a854](https://github.com/RobertsLab/code/commit/0c42a854470efc817bbb0506065adaf5cbd04b4b)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tue Oct 3 14:59:51 UTC 2017\n" ] } ], "source": [ "%%bash\n", "date" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "335446b1dbb2\n" ] } ], "source": [ "%%bash\n", "hostname" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Architecture: x86_64\n", "CPU op-mode(s): 32-bit, 64-bit\n", "Byte Order: Little Endian\n", "CPU(s): 24\n", "On-line CPU(s) list: 0-23\n", "Thread(s) per core: 2\n", "Core(s) per socket: 6\n", "Socket(s): 2\n", "NUMA node(s): 1\n", "Vendor ID: GenuineIntel\n", "CPU family: 6\n", "Model: 44\n", "Model name: Intel(R) Xeon(R) CPU X5670 @ 2.93GHz\n", "Stepping: 2\n", "CPU MHz: 2925.934\n", "BogoMIPS: 5851.96\n", "Virtualization: VT-x\n", "L1d cache: 32K\n", "L1i cache: 32K\n", "L2 cache: 256K\n", "L3 cache: 12288K\n", "NUMA node0 CPU(s): 0-23\n" ] } ], "source": [ "%%bash\n", "lscpu" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " total used free shared buffers cached\n", "Mem: 70G 6.1G 64G 144M 642M 1.6G\n", "-/+ buffers/cache: 3.9G 66G\n", "Swap: 4.7G 0B 4.7G\n" ] } ], "source": [ "%%bash\n", "free -mh" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/home/data\n" ] } ], "source": [ "%%bash\n", "pwd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compare assemblies using [Quast v4.5](http://quast.sourceforge.net/quast)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Will compare [Sean's various assemblies](http://onsnetwork.org/kubu4/2017/08/28/project-progress-olympia-oyster-genome-assemblies-by-sean-bennett/) with [my most recent racon assembly](http://onsnetwork.org/kubu4/2017/09/18/genome-assembly-olympia-oyster-pacbio-minimapminiasmracon-3/)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Set file locations as variables." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "sb_platinus1=\"/home/owl/scaphapoda/Sean/Oly_Illumina_Platanus_Assembly/Oly_Out__contig.fa\"\n", "sb_platinus2=\"/home/owl/scaphapoda/Sean/Oly_Platanus_Assembly_Kmer-22/Oly_Out__contig.fa\"\n", "sb_redundans1=\"/home/owl/scaphapoda/Sean/Oly_Redundans_Output/contigs.fa\"\n", "sb_redundans2=\"/home/owl/scaphapoda/Sean/Oly_Redundans_Output_Try_2/contigs.fa\"\n", "sb_canu=\"/home/owl/scaphapoda/Sean/Oly_Canu_Output/oly_pacbio_.contigs.fasta\"\n", "sjw_racon=\"/home/owl/Athaliana/201709_oly_pacbio_assembly_minimap_asm_racon/20170918_oly_pacbio_racon1_consensus.fasta\"" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ERROR! File not found (contigs): sb_canu\r\n", "\r\n", "In case you have troubles running QUAST, you can write to quast.support@bioinf.spbau.ru\r\n", "Please provide us with quast.log file from the output directory.\r\n" ] } ], "source": [ "!python /usr/local/bioinformatics/quast-4.5/quast.py \\\n", "-t 24 \\\n", "sb_canu \\\n", "sb_platinus1 \\\n", "sb_platinus2 \\\n", "sb_redundans1 \\\n", "sb_redundans2 \\\n", "sjw_racon" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "ename": "SyntaxError", "evalue": "invalid syntax (, line 1)", "output_type": "error", "traceback": [ "\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m usr(/local/bioinformatics/quast-4.5/quast.py, -t, 24, sb_canu, sb_platinus1, sb_platinus2, sb_redundans1, sb_redundans2, sjw_racon)\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" ] } ], "source": [ "/usr/local/bioinformatics/quast-4.5/quast.py \\\n", "-t 24 \\\n", "sb_canu \\\n", "sb_platinus1 \\\n", "sb_platinus2 \\\n", "sb_redundans1 \\\n", "sb_redundans2 \\\n", "sjw_racon" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/usr/local/bioinformatics/quast-4.5/quast.py -t 24 /home/owl/scaphapoda/Sean/Oly_Canu_Output/oly_pacbio_.contigs.fasta /home/owl/scaphapoda/Sean/Oly_Illumina_Platanus_Assembly/Oly_Out__contig.fa /home/owl/scaphapoda/Sean/Oly_Platanus_Assembly_Kmer-22/Oly_Out__contig.fa /home/owl/scaphapoda/Sean/Oly_Redundans_Output/contigs.fa /home/owl/scaphapoda/Sean/Oly_Redundans_Output_Try_2/contigs.fa /home/owl/Athaliana/201709_oly_pacbio_assembly_minimap_asm_racon/20170918_oly_pacbio_racon1_consensus.fasta\n", "\n", "Version: 4.5, 15ca3b9\n", "\n", "System information:\n", " OS: Linux-4.4.0-96-generic-x86_64-with-debian-8.9 (linux_64)\n", " Python version: 2.7.13\n", " CPUs number: 24\n", "\n", "Started: 2017-10-03 15:35:29\n", "\n", "Logging to /home/data/quast_results/results_2017_10_03_15_35_28/quast.log\n", "\n", "CWD: /home/data\n", "Main parameters: \n", " Threads: 24, minimum contig length: 500, ambiguity: one, threshold for extensive misassembly size: 1000\n", "\n", "Contigs:\n", " Pre-processing...\n", " 1 /home/owl/scaphapoda/Sean/Oly_Canu_Output/oly_pacbio_.contigs.fasta ==> oly_pacbio_.contigs\n", " 2 /home/owl/scaphapoda/Sean/Oly_Illumina_Platanus_Assembly/Oly_Out__contig.fa ==> Oly_Illumina_Platanus_Assembly_Oly_Out__contig\n", " 3 /home/owl/scaphapoda/Sean/Oly_Platanus_Assembly_Kmer-22/Oly_Out__contig.fa ==> Oly_Platanus_Assembly_Kmer-22_Oly_Out__contig\n", " 4 /home/owl/scaphapoda/Sean/Oly_Redundans_Output/contigs.fa ==> Oly_Redundans_Output_contigs\n", " 5 /home/owl/scaphapoda/Sean/Oly_Redundans_Output_Try_2/contigs.fa ==> Oly_Redundans_Output_Try_2_contigs\n", " 6 /home/owl/Athaliana/201709_oly_pacbio_assembly_minimap_asm_racon/20170918_oly_pacbio_racon1_consensus.fasta ==> 20170918_oly_pacbio_racon1_consensus\n", "\n", "2017-10-03 15:38:40\n", "Running Basic statistics processor...\n", " Contig files: \n", " 1 oly_pacbio_.contigs\n", " 2 Oly_Illumina_Platanus_Assembly_Oly_Out__contig\n", " 3 Oly_Platanus_Assembly_Kmer-22_Oly_Out__contig\n", " 4 Oly_Redundans_Output_contigs\n", " 5 Oly_Redundans_Output_Try_2_contigs\n", " 6 20170918_oly_pacbio_racon1_consensus\n", " Calculating N50 and L50...\n", " 1 oly_pacbio_.contigs, N50 = 14117, L50 = 1230, Total length = 46288879, GC % = 36.45, # N's per 100 kbp = 0.00\n", " 2 Oly_Illumina_Platanus_Assembly_Oly_Out__contig, N50 = 684, L50 = 2, Total length = 2693, GC % = 46.05, # N's per 100 kbp = 0.00\n", " 3 Oly_Platanus_Assembly_Kmer-22_Oly_Out__contig, N50 = 1245, L50 = 97869, Total length = 417951161, GC % = 35.70, # N's per 100 kbp = 0.00\n", " 4 Oly_Redundans_Output_contigs, N50 = 677, L50 = 44, Total length = 85212, GC % = 36.38, # N's per 100 kbp = 16826.27\n", " 5 Oly_Redundans_Output_Try_2_contigs, N50 = 1245, L50 = 97869, Total length = 417951161, GC % = 35.70, # N's per 100 kbp = 0.00\n", " 6 20170918_oly_pacbio_racon1_consensus, N50 = 13763, L50 = 896, Total length = 33483762, GC % = 36.43, # N's per 100 kbp = 0.00\n", " Drawing Nx plot...\n", " saved to /home/data/quast_results/results_2017_10_03_15_35_28/basic_stats/Nx_plot.pdf\n", " Drawing cumulative plot...\n", " saved to /home/data/quast_results/results_2017_10_03_15_35_28/basic_stats/cumulative_plot.pdf\n", " Drawing GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_15_35_28/basic_stats/GC_content_plot.pdf\n", " Drawing oly_pacbio_.contigs GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_15_35_28/basic_stats/oly_pacbio_.contigs_GC_content_plot.pdf\n", " Drawing Oly_Illumina_Platanus_Assembly_Oly_Out__contig GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_15_35_28/basic_stats/Oly_Illumina_Platanus_Assembly_Oly_Out__contig_GC_content_plot.pdf\n", " Drawing Oly_Platanus_Assembly_Kmer-22_Oly_Out__contig GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_15_35_28/basic_stats/Oly_Platanus_Assembly_Kmer-22_Oly_Out__contig_GC_content_plot.pdf\n", " Drawing Oly_Redundans_Output_contigs GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_15_35_28/basic_stats/Oly_Redundans_Output_contigs_GC_content_plot.pdf\n", " Drawing Oly_Redundans_Output_Try_2_contigs GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_15_35_28/basic_stats/Oly_Redundans_Output_Try_2_contigs_GC_content_plot.pdf\n", " Drawing 20170918_oly_pacbio_racon1_consensus GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_15_35_28/basic_stats/20170918_oly_pacbio_racon1_consensus_GC_content_plot.pdf\n", "Done.\n", "\n", "NOTICE: Genes are not predicted by default. Use --gene-finding option to enable it.\n", "\n", "2017-10-03 15:39:54\n", "Creating large visual summaries...\n", "This may take a while: press Ctrl-C to skip this step..\n", " 1 of 2: Creating Icarus viewers...\n", " 2 of 2: Creating PDF with all tables and plots...\n", "Done\n", "\n", "2017-10-03 15:40:21\n", "RESULTS:\n", " Text versions of total report are saved to /home/data/quast_results/results_2017_10_03_15_35_28/report.txt, report.tsv, and report.tex\n", " Text versions of transposed total report are saved to /home/data/quast_results/results_2017_10_03_15_35_28/transposed_report.txt, transposed_report.tsv, and transposed_report.tex\n", " HTML version (interactive tables and plots) saved to /home/data/quast_results/results_2017_10_03_15_35_28/report.html\n", " PDF version (tables and plots) is saved to /home/data/quast_results/results_2017_10_03_15_35_28/report.pdf\n", " Icarus (contig browser) is saved to /home/data/quast_results/results_2017_10_03_15_35_28/icarus.html\n", " Log saved to /home/data/quast_results/results_2017_10_03_15_35_28/quast.log\n", "\n", "Finished: 2017-10-03 15:40:21\n", "Elapsed time: 0:04:52.740676\n", "NOTICEs: 1; WARNINGs: 0; non-fatal ERRORs: 0\n", "\n", "Thank you for using QUAST!\n" ] } ], "source": [ "!python /usr/local/bioinformatics/quast-4.5/quast.py \\\n", "-t 24 \\\n", "$sb_canu \\\n", "$sb_platinus1 \\\n", "$sb_platinus2 \\\n", "$sb_redundans1 \\\n", "$sb_redundans2 \\\n", "$sjw_racon" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All statistics are based on contigs of size >= 500 bp, unless otherwise noted (e.g., \"# contigs (>= 0 bp)\" and \"Total length (>= 0 bp)\" include all contigs).\n", "Suggestion: assembly Oly_Redundans_Output_contigs contains continuous fragments of N's of length >= 10 bp. You may consider rerunning QUAST using --scaffolds (-s) option!\n", "\n", "Assembly oly_pacbio_.contigs Oly_Illumina_Platanus_Assembly_Oly_Out__contig Oly_Platanus_Assembly_Kmer-22_Oly_Out__contig Oly_Redundans_Output_contigs Oly_Redundans_Output_Try_2_contigs 20170918_oly_pacbio_racon1_consensus\n", "# contigs (>= 0 bp) 3388 193390 12395459 28721 12395459 2896 \n", "# contigs (>= 1000 bp) 3388 0 141851 18 141851 2776 \n", "# contigs (>= 5000 bp) 3338 0 2631 0 2631 2492 \n", "# contigs (>= 10000 bp) 2662 0 157 0 157 1715 \n", "# contigs (>= 25000 bp) 119 0 0 0 0 88 \n", "# contigs (>= 50000 bp) 3 0 0 0 0 2 \n", "Total length (>= 0 bp) 46288879 16949361 1633553496 4121175 1633553496 33496662 \n", "Total length (>= 1000 bp) 46288879 0 257934533 22377 257934533 33421961 \n", "Total length (>= 5000 bp) 46112108 0 17549692 0 17549692 32715909 \n", "Total length (>= 10000 bp) 40284040 0 1977623 0 1977623 26428099 \n", "Total length (>= 25000 bp) 3651638 0 0 0 0 2808408 \n", "Total length (>= 50000 bp) 174603 0 0 0 0 127712 \n", "# contigs 3388 4 373312 118 373312 2856 \n", "Largest contig 61184 764 23341 1971 23341 68522 \n", "Total length 46288879 2693 417951161 85212 417951161 33483762 \n", "GC (%) 36.45 46.05 35.70 36.38 35.70 36.43 \n", "N50 14117 684 1245 677 1245 13763 \n", "N75 11415 644 784 567 784 10543 \n", "L50 1230 2 97869 44 97869 896 \n", "L75 2145 3 204757 78 204757 1588 \n", "# N's per 100 kbp 0.00 0.00 0.00 16826.27 0.00 0.00 \n" ] } ], "source": [ "%%bash\n", "cat quast_results/results_2017_10_03_15_35_28/report.txt" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "%%bash\n", "cp -r quast_results/results_2017_10_03_15_35_28/ /home/owl/Athaliana/20171003_quast_oly_genome_assemblies" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "basic_stats\n", "icarus.html\n", "icarus_viewers\n", "quast.log\n", "report.html\n", "report.pdf\n", "report.tex\n", "report.tsv\n", "report.txt\n", "transposed_report.tex\n", "transposed_report.tsv\n", "transposed_report.txt\n" ] } ], "source": [ "%%bash\n", "ls /home/owl/Athaliana/20171003_quast_oly_genome_assemblies/" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", "\n", " \n", "\n", " \n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", " \n", "\n", " \n", " \n", "\n", "\n", " \n", "\n", "\n", "\n", "
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\n", " QUAST\n", "

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Contigs are ordered from largest (contig #1) to smallest.

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FRCurve:\n", " Y is the total number of aligned bases divided by the reference length,\n", " in the contigs having the total number of at most X.

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Contigs are broken into nonoverlapping 100 bp windows.\n", " Plot shows number of windows for each GC percentage.

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Plot shows number of contigs with GC percentage in a certain range.

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\n", " {\"subreports\":[],\"report\":[[\"Genome statistics\",[]],[\"Misassemblies\",[]],[\"Unaligned\",[]],[\"Mismatches\",[{\"values\":[0,0,0,14338,0,0],\"quality\":\"Less is better\",\"isMain\":false,\"metricName\":\"# N's\"},{\"values\":[\"0.00\",\"0.00\",\"0.00\",\"16826.27\",\"0.00\",\"0.00\"],\"quality\":\"Less is better\",\"isMain\":true,\"metricName\":\"# N's per 100 kbp\"}]],[\"Statistics without reference\",[{\"values\":[3388,4,373312,118,373312,2856],\"quality\":\"Equal\",\"isMain\":true,\"metricName\":\"# contigs\"},{\"values\":[3388,193390,12395459,28721,12395459,2896],\"quality\":\"Equal\",\"isMain\":false,\"metricName\":\"# contigs (>= 0 bp)\"},{\"values\":[3388,0,141851,18,141851,2776],\"quality\":\"Equal\",\"isMain\":false,\"metricName\":\"# contigs (>= 1000 bp)\"},{\"values\":[3338,0,2631,0,2631,2492],\"quality\":\"Equal\",\"isMain\":false,\"metricName\":\"# contigs (>= 5000 bp)\"},{\"values\":[2662,0,157,0,157,1715],\"quality\":\"Equal\",\"isMain\":false,\"metricName\":\"# contigs (>= 10000 bp)\"},{\"values\":[119,0,0,0,0,88],\"quality\":\"Equal\",\"isMain\":false,\"metricName\":\"# contigs (>= 25000 bp)\"},{\"values\":[3,0,0,0,0,2],\"quality\":\"Equal\",\"isMain\":false,\"metricName\":\"# contigs (>= 50000 bp)\"},{\"values\":[61184,764,23341,1971,23341,68522],\"quality\":\"More is better\",\"isMain\":true,\"metricName\":\"Largest contig\"},{\"values\":[46288879,2693,417951161,85212,417951161,33483762],\"quality\":\"More is better\",\"isMain\":true,\"metricName\":\"Total length\"},{\"values\":[46288879,16949361,1633553496,4121175,1633553496,33496662],\"quality\":\"More is better\",\"isMain\":false,\"metricName\":\"Total length (>= 0 bp)\"},{\"values\":[46288879,0,257934533,22377,257934533,33421961],\"quality\":\"More is better\",\"isMain\":true,\"metricName\":\"Total length (>= 1000 bp)\"},{\"values\":[46112108,0,17549692,0,17549692,32715909],\"quality\":\"More is better\",\"isMain\":false,\"metricName\":\"Total length (>= 5000 bp)\"},{\"values\":[40284040,0,1977623,0,1977623,26428099],\"quality\":\"More is better\",\"isMain\":true,\"metricName\":\"Total length (>= 10000 bp)\"},{\"values\":[3651638,0,0,0,0,2808408],\"quality\":\"More is better\",\"isMain\":false,\"metricName\":\"Total length (>= 25000 bp)\"},{\"values\":[174603,0,0,0,0,127712],\"quality\":\"More is better\",\"isMain\":true,\"metricName\":\"Total length (>= 50000 bp)\"},{\"values\":[14117,684,1245,677,1245,13763],\"quality\":\"More is better\",\"isMain\":false,\"metricName\":\"N50\"},{\"values\":[11415,644,784,567,784,10543],\"quality\":\"More is better\",\"isMain\":false,\"metricName\":\"N75\"},{\"values\":[1230,2,97869,44,97869,896],\"quality\":\"Less is better\",\"isMain\":false,\"metricName\":\"L50\"},{\"values\":[2145,3,204757,78,204757,1588],\"quality\":\"Less is better\",\"isMain\":false,\"metricName\":\"L75\"},{\"values\":[\"36.45\",\"46.05\",\"35.70\",\"36.38\",\"35.70\",\"36.43\"],\"quality\":\"Equal\",\"isMain\":false,\"metricName\":\"GC (%)\"}]],[\"Predicted genes\",[]],[\"Similarity statistics\",[]],[\"Reference statistics\",[]]],\"assembliesWithNs\":[\"Oly_Redundans_Output_contigs\"],\"referenceName\":\"\",\"date\":\"03 October 2017, Tuesday, 15:40:21\",\"subreferences\":[],\"minContig\":500,\"order\":[0,1,2,3,4,5],\"assembliesNames\":[\"oly_pacbio_.contigs\",\"Oly_Illumina_Platanus_Assembly_Oly_Out__contig\",\"Oly_Platanus_Assembly_Kmer-22_Oly_Out__contig\",\"Oly_Redundans_Output_contigs\",\"Oly_Redundans_Output_Try_2_contigs\",\"20170918_oly_pacbio_racon1_consensus\"]}\n", "
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\n", " {{ qualities }}\n", "
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\n", " {{ assembliesLengths }}\n", "
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\n", " {{ referenceLength }}\n", "
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\n", " {\"tickX\":248}\n", "
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{\"list_of_GC_distributions\":[[[0.0,1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,17.0,18.0,19.0,20.0,21.0,22.0,23.0,24.0,25.0,26.0,27.0,28.0,29.0,30.0,31.0,32.0,33.0,34.0,35.0,36.0,37.0,38.0,39.0,40.0,41.0,42.0,43.0,44.0,45.0,46.0,47.0,48.0,49.0,50.0,51.0,52.0,53.0,54.0,55.0,56.0,57.0,58.0,59.0,60.0,61.0,62.0,63.0,64.0,65.0,66.0,67.0,68.0,69.0,70.0,71.0,72.0,73.0,74.0,75.0,76.0,77.0,78.0,79.0,80.0,81.0,82.0,83.0,84.0,85.0,86.0,87.0,88.0,89.0,90.0,91.0,92.0,93.0,94.0,95.0,96.0,97.0,98.0,99.0,100.0],[13,5,7,7,7,13,16,17,20,24,34,40,65,71,111,174,279,480,719,1152,1819,2510,3669,5086,6647,8453,10508,12597,15109,16883,18824,20795,22148,23598,24080,24385,24579,23585,22547,21106,19784,18027,16343,14112,12649,11068,9741,8528,7211,6119,5304,4356,3639,2827,2454,1968,1624,1369,1007,767,541,365,223,160,136,110,66,80,50,35,18,17,9,4,6,4,1,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]],[[0.0,1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,17.0,18.0,19.0,20.0,21.0,22.0,23.0,24.0,25.0,26.0,27.0,28.0,29.0,30.0,31.0,32.0,33.0,34.0,35.0,36.0,37.0,38.0,39.0,40.0,41.0,42.0,43.0,44.0,45.0,46.0,47.0,48.0,49.0,50.0,51.0,52.0,53.0,54.0,55.0,56.0,57.0,58.0,59.0,60.0,61.0,62.0,63.0,64.0,65.0,66.0,67.0,68.0,69.0,70.0,71.0,72.0,73.0,74.0,75.0,76.0,77.0,78.0,79.0,80.0,81.0,82.0,83.0,84.0,85.0,86.0,87.0,88.0,89.0,90.0,91.0,92.0,93.0,94.0,95.0,96.0,97.0,98.0,99.0,100.0],[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,2,1,2,3,6,2,3,2,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]],[[0.0,1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,17.0,18.0,19.0,20.0,21.0,22.0,23.0,24.0,25.0,26.0,27.0,28.0,29.0,30.0,31.0,32.0,33.0,34.0,35.0,36.0,37.0,38.0,39.0,40.0,41.0,42.0,43.0,44.0,45.0,46.0,47.0,48.0,49.0,50.0,51.0,52.0,53.0,54.0,55.0,56.0,57.0,58.0,59.0,60.0,61.0,62.0,63.0,64.0,65.0,66.0,67.0,68.0,69.0,70.0,71.0,72.0,73.0,74.0,75.0,76.0,77.0,78.0,79.0,80.0,81.0,82.0,83.0,84.0,85.0,86.0,87.0,88.0,89.0,90.0,91.0,92.0,93.0,94.0,95.0,96.0,97.0,98.0,99.0,100.0],[8,4,0,4,3,9,8,17,29,45,83,103,218,369,652,1250,2129,3641,6029,9777,15505,23127,33913,47381,63497,84288,106101,128736,153236,174217,195998,212957,225572,230691,234120,232411,224408,213114,199776,182348,167592,149268,131285,115761,99878,86412,73723,62826,53426,44322,39089,31171,26085,21135,17004,13629,10807,8027,5991,4137,3228,2228,1568,1071,735,473,325,209,164,111,69,32,32,10,11,10,3,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]],[[0.0,1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,17.0,18.0,19.0,20.0,21.0,22.0,23.0,24.0,25.0,26.0,27.0,28.0,29.0,30.0,31.0,32.0,33.0,34.0,35.0,36.0,37.0,38.0,39.0,40.0,41.0,42.0,43.0,44.0,45.0,46.0,47.0,48.0,49.0,50.0,51.0,52.0,53.0,54.0,55.0,56.0,57.0,58.0,59.0,60.0,61.0,62.0,63.0,64.0,65.0,66.0,67.0,68.0,69.0,70.0,71.0,72.0,73.0,74.0,75.0,76.0,77.0,78.0,79.0,80.0,81.0,82.0,83.0,84.0,85.0,86.0,87.0,88.0,89.0,90.0,91.0,92.0,93.0,94.0,95.0,96.0,97.0,98.0,99.0,100.0],[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,3,4,9,7,10,12,17,16,22,21,22,28,34,37,41,38,43,35,44,34,22,30,35,19,31,24,17,17,11,11,11,8,12,7,2,4,3,3,1,2,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]],[[0.0,1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,17.0,18.0,19.0,20.0,21.0,22.0,23.0,24.0,25.0,26.0,27.0,28.0,29.0,30.0,31.0,32.0,33.0,34.0,35.0,36.0,37.0,38.0,39.0,40.0,41.0,42.0,43.0,44.0,45.0,46.0,47.0,48.0,49.0,50.0,51.0,52.0,53.0,54.0,55.0,56.0,57.0,58.0,59.0,60.0,61.0,62.0,63.0,64.0,65.0,66.0,67.0,68.0,69.0,70.0,71.0,72.0,73.0,74.0,75.0,76.0,77.0,78.0,79.0,80.0,81.0,82.0,83.0,84.0,85.0,86.0,87.0,88.0,89.0,90.0,91.0,92.0,93.0,94.0,95.0,96.0,97.0,98.0,99.0,100.0],[8,4,0,4,3,9,8,17,29,45,83,103,218,369,652,1250,2129,3641,6029,9777,15505,23127,33913,47381,63497,84288,106101,128736,153236,174217,195998,212957,225572,230691,234120,232411,224408,213114,199776,182348,167592,149268,131285,115761,99878,86412,73723,62826,53426,44322,39089,31171,26085,21135,17004,13629,10807,8027,5991,4137,3228,2228,1568,1071,735,473,325,209,164,111,69,32,32,10,11,10,3,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]],[[0.0,1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,17.0,18.0,19.0,20.0,21.0,22.0,23.0,24.0,25.0,26.0,27.0,28.0,29.0,30.0,31.0,32.0,33.0,34.0,35.0,36.0,37.0,38.0,39.0,40.0,41.0,42.0,43.0,44.0,45.0,46.0,47.0,48.0,49.0,50.0,51.0,52.0,53.0,54.0,55.0,56.0,57.0,58.0,59.0,60.0,61.0,62.0,63.0,64.0,65.0,66.0,67.0,68.0,69.0,70.0,71.0,72.0,73.0,74.0,75.0,76.0,77.0,78.0,79.0,80.0,81.0,82.0,83.0,84.0,85.0,86.0,87.0,88.0,89.0,90.0,91.0,92.0,93.0,94.0,95.0,96.0,97.0,98.0,99.0,100.0],[1,3,6,3,7,9,10,8,17,9,15,31,40,70,86,134,220,330,530,835,1262,1898,2717,3633,4937,6077,7595,9202,10737,12053,14040,14933,16225,17216,17527,17778,17422,16865,16341,15212,13925,12892,11661,10373,9476,8228,7166,6121,5192,4399,3781,3094,2546,2167,1759,1445,1216,838,721,521,404,230,173,136,90,62,54,41,37,19,17,7,6,4,2,7,2,3,3,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1]]],\"reference_index\":null,\"list_of_GC_contigs_distributions\":[[[0,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100],[0,0,0,0,0,0,750,2484,138,12,3,1,0,0,0,0,0,0,0,0,0]],[[0,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100],[0,0,0,0,0,0,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0]],[[0,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100],[0,0,0,7,230,13757,149749,168996,34637,5029,788,103,16,0,0,0,0,0,0,0,0]],[[0,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100],[0,0,0,0,0,2,39,56,18,3,0,0,0,0,0,0,0,0,0,0,0]],[[0,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100],[0,0,0,7,230,13757,149749,168996,34637,5029,788,103,16,0,0,0,0,0,0,0,0]],[[0,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100],[0,0,0,0,0,6,649,1905,217,64,11,3,1,0,0,0,0,0,0,0,0]]],\"lists_of_gc_info\":null,\"filenames\":[\"oly_pacbio_.contigs\",\"Oly_Illumina_Platanus_Assembly_Oly_Out__contig\",\"Oly_Platanus_Assembly_Kmer-22_Oly_Out__contig\",\"Oly_Redundans_Output_contigs\",\"Oly_Redundans_Output_Try_2_contigs\",\"20170918_oly_pacbio_racon1_consensus\"]}\n", "
\n", "
\n", " {\"links_names\":[\"View in Icarus contig browser\"],\"links\":[\"icarus_viewers/contig_size_viewer.html\"]}\n", "
\n", "
\n", "
\n", "\n", "
\n", "
\n", " {\n", " \"# contigs\" : \"is the total number of contigs in the assembly.\",\n", " \"Largest contig\" : \"is the length of the longest contig in the assembly.\",\n", " \"Total length\" : \"is the total number of bases in the assembly.\",\n", " \"Reference length\" : \"is the total number of bases in the reference.\",\n", "\n", " \"# contigs (>= 0 bp)\" : \"is the total number of contigs in the assembly that have size greater than or equal to 0 bp.\",\n", " \"Total length (>= 0 bp)\" : \"is the total number of bases in the contigs having size greater than or equal to 0 bp.\",\n", "\n", " \"N50\" : \"is the contig length such that using longer or equal length contigs produces half (50%) of the bases of the assembly. Usually there is no value that produces exactly 50%, so the technical definition is the maximum length x such that using contigs of length at least x accounts for at least 50% of the total assembly length.\",\n", " \"NG50\" : \"is the contig length such that using longer or equal length contigs produces half (50%) of the bases of the reference genome. This metric is computed only if a reference genome is provided.\",\n", " \"N75\" : \"is the contig length such that using longer or equal length contigs produces 75% of the bases of the assembly. Usually there is no value that produces exactly 75%, so the technical definition is the maximum length x such that using contigs of length at least x accounts for at least 75% of the total assembly length.\",\n", " \"NG75\" : \"is the contig length such that using longer or equal length contigs produces 75% of the bases of the reference genome. This metric is computed only if a reference genome is provided.\",\n", "\n", " \"L50\" : \"is the minimum number of contigs that produce half (50%) of the bases of the assembly. In other words, it's the number of contigs of length at least N50.\",\n", " \"LG50\" : \"is the minimum number of contigs that produce half (50%) of the bases of the reference genome. In other words, it's the number of contigs of length at least NG50. This metric is computed only if a reference genome is provided.\",\n", " \"L75\" : \"is the minimum number of contigs that produce 75% of the bases of the assembly. In other words, it's the number of contigs of length at least N75.\",\n", " \"LG75\" : \"is the minimum number of contigs that produce 75% of the bases of the reference genome. In other words, it's the number of contigs of length at least NG75. This metric is computed only if a reference genome is provided.\",\n", "\n", " \"NA50\" : \"is N50 where the lengths of aligned blocks are counted instead of contig lengths. I.e., if a contig has a misassembly with respect to the reference, the contig is broken into smaller pieces. This metric is computed only if a reference genome is provided.\",\n", " \"NGA50\" : \"is NG50 where the lengths of aligned blocks are counted instead of contig lengths. I.e., if a contig has a misassembly with respect to the reference, the contig is broken into smaller pieces. This metric is computed only if a reference genome is provided.\",\n", " \"NA75\" : \"is N75 where the lengths of aligned blocks are counted instead of contig lengths. I.e., if a contig has a misassembly with respect to the reference, the contig is broken into smaller pieces. This metric is computed only if a reference genome is provided.\",\n", " \"NGA75\" : \"is NG75 where the lengths of aligned blocks are counted instead of contig lengths. I.e., if a contig has a misassembly with respect to the reference, the contig is broken into smaller pieces. This metric is computed only if a reference genome is provided.\",\n", "\n", " \"LA50\" : \"is L50 where aligned blocks are counted instead of contigs. I.e., if a contig has a misassembly with respect to the reference, the contig is broken into smaller pieces.\",\n", " \"LGA50\" : \"is LG50 where aligned blocks are counted instead of contigs. I.e., if a contig has a misassembly with respect to the reference, the contig is broken into smaller pieces.\",\n", " \"LA75\" : \"is L75 where aligned blocks are counted instead of contigs. I.e., if a contig has a misassembly with respect to the reference, the contig is broken into smaller pieces.\",\n", " \"LGA75\" : \"is LG75 where aligned blocks are counted instead of contigs. I.e., if a contig has a misassembly with respect to the reference, the contig is broken into smaller pieces.\",\n", "\n", " \"Average %IDY\" : \"is the average of alignment identity percent (Nucmer measure of alignment accuracy) among all contigs.\",\n", " \"# misassemblies\" : \"is the number of positions in the assembled contigs where the left flanking sequence aligns over 1 kbp away from the right flanking sequence on the reference (relocation) or they overlap on more than 1 kbp (relocation) or flanking sequences align on different strands (inversion) or different chromosomes (translocation).\",\n", " \"# misassembled contigs\" : \"is the number of contigs that contain misassembly events.\",\n", " \"Misassembled contigs length\" : \"is the number of total bases contained in all contigs that have one or more misassemblies.\",\n", "\n", " \"# relocations\" : \"is the number of relocation events among all misassembly events. Relocation is a misassembly where the left flanking sequence aligns over 1 kbp away from the right flanking sequence on the reference, or they overlap by more than 1 kbp and both flanking sequences align on the same chromosome.\",\n", " \"# translocations\" : \"is the number of translocation events among all misassembly events. Translocation is a misassembly where the flanking sequences align on different chromosomes.\",\n", " \"# interspecies translocations\" : \"is the number of interspecies translocation events among all misassembly events. Interspecies translocation is a misassembly where the flanking sequences align on different references (based on alignments to the combined reference).\",\n", " \"# inversions\" : \"is the number of inversion events among all misassembly events. Inversion is a misassembly where it is not a relocation and the flanking sequences align on opposite strands of the same chromosome.\",\n", " \"# local misassemblies\" : \"is the number of local misassemblies. We define a local misassembly breakpoint as a breakpoint that satisfies these conditions:
  1. Two or more distinct alignments cover the breakpoint.
  2. The gap between left and right flanking sequences is less than 1 kbp.
  3. The left and right flanking sequences both are on the same strand of the same chromosome of the reference genome.
\",\n", " \"# scaffold gap size misassemblies\" : \"is the number of scaffold gap size misassemblies. We define scaffold gap size misassembly as a breakpoint where the flanking sequences combined in scaffold on the wrong distance. These misassemblies are not included in the total number of misassemblies. \",\n", " \"# possibly misassembled contigs\": \"is the number of contigs that contain large unaligned fragment (default min length is 500 bp) and thus could possibly contain interspecies translocation with unknown reference.\",\n", " \"# possible misassemblies\" : \"is the number of putative interspecies translocations in possibly misassembled contigs if each large unaligned fragment is supposed to be a fragment of unknown reference.\",\n", " \"# intergenomic misassemblies\" : \"is the number of all found and putative (possible) interspecies translocations.\",\n", " \"# structural variations\" : \"is the number of misassemblies matched with structural variations.\",\n", " \"# unaligned mis. contigs\" : \"is the number of contigs that have the number of unaligned bases more than 50% of contig length and a misassembly event in their aligned fragment. Note that such misassemblies are not counted in # misassemblies and other misassemblies statistics.\",\n", "\n", " \"# fully unaligned contigs\" : \"is the number of contigs that have no alignment to the reference sequence.\",\n", " \"Fully unaligned length\" : \"is the total number of bases contained in all fully unaligned contigs.\",\n", " \"# partially unaligned contigs\" : \"is the number of contigs that have at least one alignment to the reference sequence but also have at least one unaligned fragment of length ≥ unaligned-part-size threshold.\",\n", " \"Partially unaligned length\" : \"is the total number of unaligned bases in all partially unaligned contigs.\",\n", "\n", " \"# ambiguous contigs\" : \"is the number of contigs that have reference alignments of equal quality in multiple locations on the reference.\",\n", " \"Ambiguous contigs length\" : \"is the total number of bases contained in all ambiguous contigs.\",\n", "\n", " \"Genome fraction (%)\" : \"is the total number of aligned bases in the reference, divided by the genome size. A base in the reference genome is counted as aligned if there is at least one contig with at least one alignment to this base. Contigs from repeat regions may map to multiple places, and thus may be counted multiple times in this quantity.\",\n", " \"GC (%)\" : \"is the total number of G and C nucleotides in the assembly, divided by the total length of the assembly.\",\n", " \"Reference GC (%)\" : \"is the total number of G and C nucleotides in the reference, divided by the total length of the reference.\",\n", "\n", " \"# mismatches per 100 kbp\" : \"is the average number of mismatches per 100000 aligned bases.\",\n", " \"# mismatches\" : \"is the number of mismatches in all aligned bases.\",\n", " \"# indels per 100 kbp\" : \"is the average number of indels per 100000 aligned bases.\",\n", " \"# indels\" : \"is the number of indels in all aligned bases\",\n", " \"# indels (<= 5 bp)\" : \"is the number of indels of length less than or equal to 5 bp\",\n", " \"# indels (> 5 bp)\" : \"is the number of indels of length greater than 5 bp\",\n", " \"Indels length\" : \"is the number of total bases contained in all indels\",\n", "\n", " \"# genes\" : \"is the number of genes in the assembly (complete and partial), based on a user-provided annotated list of gene positions in the reference genome. A gene counts as 'partially covered' if the assembly contains at least 100 bp of this gene but not the whole gene.\",\n", " \"# operons\" : \"is the number of operons in the assembly (complete and partial), based on a user-provided annotated list of operon positions in the reference genome. An operon counts as 'partially covered' if the assembly contains at least 100 bp of this operon but not the whole operon.\",\n", " \"# predicted genes (unique)\" : \"is the number of unique genes in the assembly found by a gene prediction tool.\",\n", " \"# predicted genes (>= 0 bp)\" : \"is the number of found genes having length greater than or equal to 0 bp.\",\n", "\n", " \"Cumulative length\" : \"plot shows the growth of assembly contig lengths. On the x-axis, contigs are ordered from largest (contig #1) to smallest. The y-axis gives the size of the x largest contigs in the assembly.\",\n", " \"Nx\" : \"plot shows the Nx metric value as x varies from 0 to 100. Nx is the minimum contig length y such that using contigs of length at least y accounts for at least x% of the total assembly length.\",\n", " \"NGx\" : \"plot shows the NGx metric value as x varies from 0 to 100. NGx is the minimum contig length y such that using contigs of length at least y accounts for at least x% of the bases of the reference genome. This metric is computed only if a reference genome is provided.\",\n", " \"NAx\" : \"plot shows the NAx metric value as x varies from 0 to 100. NAx is computed similarly to Nx, but based on lengths of aligned blocks instead of contig lengths. Contigs are broken into aligned blocks at misassembly breakpoints. NAx is the minimum block length y such that using blocks of length at least y accounts for at least x% of the bases of the assembly. This metric is computed only if a reference genome is provided.\",\n", " \"NGAx\" : \"plot shows the NGAx metric value as x varies from 0 to 100.NGAx is computed similarly to NGx, but based on lengths of aligned blocks instead of contig lengths. Contigs are broken at misassembly breakpoints. NGAx is the minimum block length y such that using blocks of length at least y accounts for at least x% of the bases of the reference genome. This metric is computed only if a reference genome is provided.\",\n", " \"GC content\" : \"plot shows the distribution of GC percentage among the contigs, i.e., the total number of bases in contigs with such GC content. Typically, the distribution is approximately Gaussian. However, for some genomes it is not Gaussian. For assembly projects with contaminants, the GC distribution of the contaminants often differs from the reference genome and may give a superposition of multiple curves with different peaks.\",\n", "\n", " \"Duplication ratio\" : \"is the total number of aligned bases in the assembly (i.e. Total length - Fully unaligned length - Partially unaligned length), divided by the total number of aligned bases in the reference (see the Genome fraction (%) metric). If the assembly contains many contigs that cover the same regions of the reference, its Duplication ratio may be much larger than 1. This may occur due to overestimating repeat multiplicities and due to small overlaps between contigs, among other reasons.\",\n", " \"Largest alignment\" : \"is the length of the largest continuous alignment in the assembly. This metric is always equal to the Largest contig metric but it can be smaller if the largest contig of the assembly contains a misassembly event.\",\n", " \"Total aligned length\" : \"is the total number of aligned bases in the assembly.\",\n", " \"Avg contig read support\" : \"is the average coverage of contigs that have large unique alignments to the reference. Read coverage is extracted from contig names (SPAdes/Velvet naming scheme only).\",\n", "\n", " \"# N's\" : \"is the total number of uncalled bases (N's) in the assembly.\",\n", " \"# N's per 100 kbp\" : \"is the average number of uncalled bases (N's) per 100000 assembly bases.\",\n", "\n", " \"# similar correct contigs\" : \"is the number of correct contigs similar among > 50% assemblies (see Icarus for visualization).\",\n", " \"# similar misassembled blocks\" : \"is the number of misassembled blocks similar among > 50% assemblies (see Icarus for visualization).\"\n", "}\n", "\n", "
\n", "
\n", "
\n", "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%html\n", "http://owl.fish.washington.edu/Athaliana/20171003_quast_oly_genome_assemblies/report.html" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "OK, so this all worked. However, text file output is difficult to view in Jupyter notebook. View it here: [http://owl.fish.washington.edu/Athaliana/20171003_quast_oly_genome_assemblies/report.txt](http://owl.fish.washington.edu/Athaliana/20171003_quast_oly_genome_assemblies/report.txt)\n", "\n", "Additionally, the HTML embedding in this notebook didn't work, so click on this link to view: [http://owl.fish.washington.edu/Athaliana/20171003_quast_oly_genome_assemblies/report.html](http://owl.fish.washington.edu/Athaliana/20171003_quast_oly_genome_assemblies/report.html)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compare just PacBio assemblies for easy viewing" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/usr/local/bioinformatics/quast-4.5/quast.py -t 24 /home/owl/scaphapoda/Sean/Oly_Canu_Output/oly_pacbio_.contigs.fasta /home/owl/Athaliana/201709_oly_pacbio_assembly_minimap_asm_racon/20170918_oly_pacbio_racon1_consensus.fasta\n", "\n", "Version: 4.5, 15ca3b9\n", "\n", "System information:\n", " OS: Linux-4.4.0-96-generic-x86_64-with-debian-8.9 (linux_64)\n", " Python version: 2.7.13\n", " CPUs number: 24\n", "\n", "Started: 2017-10-03 20:01:44\n", "\n", "Logging to /home/data/quast_results/results_2017_10_03_20_01_42/quast.log\n", "\n", "CWD: /home/data\n", "Main parameters: \n", " Threads: 24, minimum contig length: 500, ambiguity: one, threshold for extensive misassembly size: 1000\n", "\n", "Contigs:\n", " Pre-processing...\n", " 1 /home/owl/scaphapoda/Sean/Oly_Canu_Output/oly_pacbio_.contigs.fasta ==> oly_pacbio_.contigs\n", " 2 /home/owl/Athaliana/201709_oly_pacbio_assembly_minimap_asm_racon/20170918_oly_pacbio_racon1_consensus.fasta ==> 20170918_oly_pacbio_racon1_consensus\n", "\n", "2017-10-03 20:01:50\n", "Running Basic statistics processor...\n", " Contig files: \n", " 1 oly_pacbio_.contigs\n", " 2 20170918_oly_pacbio_racon1_consensus\n", " Calculating N50 and L50...\n", " 1 oly_pacbio_.contigs, N50 = 14117, L50 = 1230, Total length = 46288879, GC % = 36.45, # N's per 100 kbp = 0.00\n", " 2 20170918_oly_pacbio_racon1_consensus, N50 = 13763, L50 = 896, Total length = 33483762, GC % = 36.43, # N's per 100 kbp = 0.00\n", " Drawing Nx plot...\n", " saved to /home/data/quast_results/results_2017_10_03_20_01_42/basic_stats/Nx_plot.pdf\n", " Drawing cumulative plot...\n", " saved to /home/data/quast_results/results_2017_10_03_20_01_42/basic_stats/cumulative_plot.pdf\n", " Drawing GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_20_01_42/basic_stats/GC_content_plot.pdf\n", " Drawing oly_pacbio_.contigs GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_20_01_42/basic_stats/oly_pacbio_.contigs_GC_content_plot.pdf\n", " Drawing 20170918_oly_pacbio_racon1_consensus GC content plot...\n", " saved to /home/data/quast_results/results_2017_10_03_20_01_42/basic_stats/20170918_oly_pacbio_racon1_consensus_GC_content_plot.pdf\n", "Done.\n", "\n", "NOTICE: Genes are not predicted by default. Use --gene-finding option to enable it.\n", "\n", "2017-10-03 20:01:57\n", "Creating large visual summaries...\n", "This may take a while: press Ctrl-C to skip this step..\n", " 1 of 2: Creating Icarus viewers...\n", " 2 of 2: Creating PDF with all tables and plots...\n", "Done\n", "\n", "2017-10-03 20:02:00\n", "RESULTS:\n", " Text versions of total report are saved to /home/data/quast_results/results_2017_10_03_20_01_42/report.txt, report.tsv, and report.tex\n", " Text versions of transposed total report are saved to /home/data/quast_results/results_2017_10_03_20_01_42/transposed_report.txt, transposed_report.tsv, and transposed_report.tex\n", " HTML version (interactive tables and plots) saved to /home/data/quast_results/results_2017_10_03_20_01_42/report.html\n", " PDF version (tables and plots) is saved to /home/data/quast_results/results_2017_10_03_20_01_42/report.pdf\n", " Icarus (contig browser) is saved to /home/data/quast_results/results_2017_10_03_20_01_42/icarus.html\n", " Log saved to /home/data/quast_results/results_2017_10_03_20_01_42/quast.log\n", "\n", "Finished: 2017-10-03 20:02:00\n", "Elapsed time: 0:00:15.650549\n", "NOTICEs: 1; WARNINGs: 0; non-fatal ERRORs: 0\n", "\n", "Thank you for using QUAST!\n" ] } ], "source": [ "!python /usr/local/bioinformatics/quast-4.5/quast.py \\\n", "-t 24 \\\n", "$sb_canu \\\n", "$sjw_racon" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "%%bash\n", "cp -r quast_results/results_2017_10_03_20_01_42/ /home/owl/Athaliana/20171003_quast_oly_pacbio_assemblies" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All statistics are based on contigs of size >= 500 bp, unless otherwise noted (e.g., \"# contigs (>= 0 bp)\" and \"Total length (>= 0 bp)\" include all contigs).\n", "\n", "Assembly oly_pacbio_.contigs 20170918_oly_pacbio_racon1_consensus\n", "# contigs (>= 0 bp) 3388 2896 \n", "# contigs (>= 1000 bp) 3388 2776 \n", "# contigs (>= 5000 bp) 3338 2492 \n", "# contigs (>= 10000 bp) 2662 1715 \n", "# contigs (>= 25000 bp) 119 88 \n", "# contigs (>= 50000 bp) 3 2 \n", "Total length (>= 0 bp) 46288879 33496662 \n", "Total length (>= 1000 bp) 46288879 33421961 \n", "Total length (>= 5000 bp) 46112108 32715909 \n", "Total length (>= 10000 bp) 40284040 26428099 \n", "Total length (>= 25000 bp) 3651638 2808408 \n", "Total length (>= 50000 bp) 174603 127712 \n", "# contigs 3388 2856 \n", "Largest contig 61184 68522 \n", "Total length 46288879 33483762 \n", "GC (%) 36.45 36.43 \n", "N50 14117 13763 \n", "N75 11415 10543 \n", "L50 1230 896 \n", "L75 2145 1588 \n", "# N's per 100 kbp 0.00 0.00 \n" ] } ], "source": [ "%%bash\n", "cat /home/owl/Athaliana/20171003_quast_oly_pacbio_assemblies/report.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### One thing that immediately jumps out is the difference in the total number of bps (difference of ~13,000,000 between Canu and Racon)! Something about that seems off. I'll have to double-check my original Racon set up to see if I accidentally missed a FASTQ file or something..." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.13" } }, "nbformat": 4, "nbformat_minor": 2 }