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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"# Treetime Analysis" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"## Module Imports" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 17, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"from Bio import Phylo\n", | ||
"from treetime.utils import parse_dates\n", | ||
"import pandas" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"## Input File Paths" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 15, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"../../results/iqtree/assembly/iqtree.core-chromosome.filter0.treefile\n", | ||
"../../results/treetime/assembly/metadata.tsv\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"'''\n", | ||
"tree_path = str(snakemake.input.tree)\n", | ||
"aln_path = str(snakemake.input.snp_aln)\n", | ||
"metadata_path = str(snakemake.input.metadata)\n", | ||
"treetime_path = str(snakemake.output.treetime)\n", | ||
"'''\n", | ||
"\n", | ||
"tree_path = \"../../results/iqtree/assembly/iqtree.core-chromosome.filter0.treefile\"\n", | ||
"metadata_path = \"../../results/treetime/assembly/metadata.tsv\"\n", | ||
"print(tree_path)\n", | ||
"print(metadata_path)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"## Constants and Variables" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"name_column = \"Accession\"\n", | ||
"dates_column = \"BioSampleCollectionDate\"\n", | ||
"attribute = \"BioSampleBiovar\"\n", | ||
"missing_data = \"?\"" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"### Parse Dates" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 18, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
" Accession BioSampleGeographicLocation \\\n", | ||
"0 GCA_009669545.1_ASM966954v1_genomic USA \n", | ||
"1 GCA_009669555.1_ASM966955v1_genomic USA \n", | ||
"2 GCA_009669565.1_ASM966956v1_genomic USA \n", | ||
"3 Reference USA \n", | ||
"\n", | ||
" BioSampleCollectionDate \n", | ||
"0 2000 \n", | ||
"1 2000 \n", | ||
"2 2000 \n", | ||
"3 2000 \n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"states = pandas.read_csv(metadata_path, sep='\\t')\n", | ||
"if name_column in states.columns:\n", | ||
" taxon_name = name_column\n", | ||
"if attribute in states.columns:\n", | ||
" attr = attribute\n", | ||
"\n", | ||
"# Get tips names\n", | ||
"tree = Phylo.read(tree_path, \"nexus\")\n", | ||
"tree_tip_names = [t.name for t in tree.get_terminals()]" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 12, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"ename": "NameError", | ||
"evalue": "name 'treetime_path' is not defined", | ||
"output_type": "error", | ||
"traceback": [ | ||
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", | ||
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", | ||
"\u001b[0;32m<ipython-input-12-3803fc66c3c7>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mwith\u001b[0m \u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtreetime_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"w\"\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mfile\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;34m...\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | ||
"\u001b[0;31mNameError\u001b[0m: name 'treetime_path' is not defined" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"with open(treetime_path, \"w\") as file:\n", | ||
" ..." | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "Python 3", | ||
"language": "python", | ||
"name": "python3" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.7.3" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 4 | ||
} |