Mercurial > repos > rakesh4osdd > asist

annotate asist_dynamic.ipynb @ 0:c1a77856070c draft

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
"planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
author rakesh4osdd
date Sat, 26 Jun 2021 07:27:53 +0000
parents
children 3ea72fb2eaac
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
1 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
2 "cells": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
3 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
4 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
5 "execution_count": 1309,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
6 "id": "27cfc66f",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
7 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
8 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
9 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
10 "#ASIST program for phenotype based on Antibiotics profile\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
11 "# create a profile based on selected antibiotics only\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
12 "# rakesh4osdd@gmail.com, 14-June-2021"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
13 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
14 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
15 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
16 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
17 "execution_count": 1,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
18 "id": "75a352b7",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
19 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
20 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
21 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
22 "import pandas as pd\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
23 "import sys\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
24 "import os\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
25 "from collections import Counter"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
26 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
27 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
28 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
29 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
30 "execution_count": 176,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
31 "id": "d66ec0d2",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
32 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
33 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
34 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
35 "input_file=sys.argv[1]\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
36 "output_file=sys.argv[2]\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
37 "#input_file='test-data/asist_input.csv'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
38 "#output_file='test-data/asist_output.csv'"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
39 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
40 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
41 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
42 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
43 "execution_count": 177,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
44 "id": "bf24c946",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
45 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
46 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
47 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
48 "# strain_profile to phenotype condition\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
49 "def s_phen(sus,res,intm,na,pb_sus):\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
50 " if (sus>0 and res==0 and na>=0):\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
51 " #print('Possible Susceptible')\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
52 " phen='Possible Susceptible'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
53 " elif (sus>=0 and 3<=res<7 and na>=0 and pb_sus==0):\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
54 " #print('Possible MDR')\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
55 " phen='Possible MDR'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
56 " elif (sus>=0 and 7<=res<9 and na>=0 and pb_sus==0):\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
57 " #print('Possible XDR')\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
58 " phen='Possible XDR'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
59 " #special cases\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
60 " elif (sus>=1 and res>0 and na>=0 and pb_sus==1):\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
61 " #print('Possible XDR')\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
62 " phen='Possible XDR'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
63 " #special cases\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
64 " elif (sus>0 and res==9 and na>=0):\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
65 " #print('Possible XDR')\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
66 " phen='Possible XDR'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
67 " elif (sus==0 and res==9 and na>=0):\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
68 " #print('Possible TDR')\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
69 " phen='Possible TDR'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
70 " else:\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
71 " #print('Strain could not be classified')\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
72 " phen='Strain could not be classified ('+ str(intm)+' | ' + str(na) +')'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
73 " return(phen)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
74 "\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
75 "#print(s_phen(1,9,0,0))"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
76 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
77 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
78 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
79 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
80 "execution_count": 178,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
81 "id": "8bad7d9d",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
82 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
83 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
84 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
85 "# define Antibiotic groups as per antibiotic of CLSI breakpoints MIC\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
86 "#Aminoglycoside\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
87 "cat1=['Amikacin','Tobramycin','Gentamycin','Netilmicin']\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
88 "#Beta-lactams- Carbapenems\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
89 "cat2=['Imipenem','Meropenam','Doripenem']\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
90 "#Fluoroquinolone\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
91 "cat3=['Ciprofloxacin','Levofloxacin']\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
92 "#Beta-lactam inhibitor\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
93 "cat4=['Piperacillin/tazobactam','Ticarcillin/clavulanicacid']\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
94 "#Cephalosporin\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
95 "cat5=['Cefotaxime','Ceftriaxone','Ceftazidime','Cefepime']\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
96 "#Sulfonamides\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
97 "cat6=['Trimethoprim/sulfamethoxazole']\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
98 "#Penicillins/beta-lactamase\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
99 "cat7=['Ampicillin/sulbactam']\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
100 "#Polymyxins\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
101 "cat8=['Colistin','Polymyxinb']\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
102 "#Tetracycline\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
103 "cat9=['Tetracycline','Doxicycline','Minocycline']\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
104 "\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
105 "def s_profiler(pd_series):\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
106 " #print(type(pd_series),'\\n', pd_series)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
107 " #create a dictionary of dataframe series\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
108 " cats={'s1':cat1,'s2':cat2,'s3':cat3,'s4':cat4,'s5':cat5,'s6':cat6,'s7':cat7,'s8':cat8,'s9':cat9}\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
109 " # find the antibiotics name in input series\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
110 " for cat in cats:\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
111 " #print(cats[cat])\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
112 " cats[cat]=pd_series.filter(cats[cat])\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
113 " #print(cats[cat])\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
114 " #define res,sus,intm,na,pb_sus\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
115 " res=0\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
116 " sus=0\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
117 " intm=0\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
118 " na=0\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
119 " pb_sus=0\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
120 " # special case of 'Polymyxin b' for its value\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
121 " if 'Polymyxinb' in pd_series:\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
122 " ctp=cats['s8']['Polymyxinb'].strip().lower()\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
123 " if ctp == 'susceptible':\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
124 " pb_sus=1\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
125 " #print((ctp,p_sus))\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
126 " # check all categories\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
127 " for cat in cats:\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
128 " #ctp=cats['s8'].iloc[i:i+1].stack().value_counts().to_dict()\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
129 " #print(ctp)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
130 " # Pandas series\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
131 " ct=cats[cat].value_counts().to_dict()\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
132 " #print(ct)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
133 " # remove whitespace and convert to lowercase words\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
134 " ct = {k.strip().lower(): v for k, v in ct.items()}\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
135 " #print(ct)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
136 " k=Counter(ct)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
137 " #j=Counter(ct)+Counter(j)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
138 " #print(j)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
139 " # category wise marking\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
140 " if k['resistant']>=1:\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
141 " res=res+1\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
142 " if k['susceptible']>=1:\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
143 " sus=sus+1\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
144 " if k['intermediate']>=1:\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
145 " intm=intm+1\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
146 " if k['na']>=1:\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
147 " na=na+1\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
148 " #print(sus,res,intm,na,pb_sus)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
149 " #print(s_phen(sus,res,intm,na,pb_sus))\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
150 " return(s_phen(sus,res,intm,na,pb_sus))"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
151 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
152 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
153 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
154 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
155 "execution_count": 179,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
156 "id": "7629fc10",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
157 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
158 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
159 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
160 "#input_file='input2.csv_table.csv'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
161 "#output_file=input_file+'_output.txt'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
162 "strain_profile=pd.read_csv(input_file, sep=',',na_filter=False,skipinitialspace = True)"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
163 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
164 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
165 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
166 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
167 "execution_count": 180,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
168 "id": "bed1abba",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
169 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
170 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
171 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
172 "old_strain_name=strain_profile.columns[0]\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
173 "new_strain_name=old_strain_name.capitalize().strip().replace(' ', '')"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
174 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
175 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
176 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
177 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
178 "execution_count": 181,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
179 "id": "a64b5022",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
180 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
181 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
182 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
183 "# make header capitalization, remove leading,lagging, and multiple whitespace for comparision\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
184 "strain_profile.columns=strain_profile.columns.str.capitalize().str.strip().str.replace('\\s+', '', regex=True)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
185 "#print(strain_profile.columns)\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
186 "#strain_profile.head()\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
187 "#strain_profile.columns"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
188 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
189 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
190 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
191 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
192 "execution_count": 182,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
193 "id": "caac57d7",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
194 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
195 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
196 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
197 "# add new column in dataframe on second position\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
198 "strain_profile.insert(1, 'Strain phenotype','')\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
199 "#strain_profile.head()"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
200 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
201 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
202 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
203 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
204 "execution_count": 183,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
205 "id": "eb4b0c4d",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
206 "metadata": {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
207 "scrolled": true
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
208 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
209 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
210 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
211 "strain_profile['Strain phenotype'] = strain_profile.apply(lambda x: (s_profiler(x)), axis=1)"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
212 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
213 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
214 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
215 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
216 "execution_count": 184,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
217 "id": "86441c0f",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
218 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
219 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
220 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
221 "#strain_profile.head()"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
222 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
223 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
224 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
225 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
226 "execution_count": 185,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
227 "id": "75698be5",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
228 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
229 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
230 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
231 "#rename headers for old name\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
232 "strain_profile=strain_profile.rename(columns = {new_strain_name:old_strain_name, 'Ticarcillin/clavulanicacid':'Ticarcillin/ clavulanic acid','Piperacillin/tazobactam':'Piperacillin/ tazobactam','Trimethoprim/sulfamethoxazole': 'Trimethoprim/ sulfamethoxazole','Ampicillin/sulbactam':'Ampicillin/ sulbactam', 'Polymyxinb': 'Polymyxin B'} )"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
233 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
234 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
235 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
236 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
237 "execution_count": 186,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
238 "id": "c14a13eb",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
239 "metadata": {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
240 "scrolled": true
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
241 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
242 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
243 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
244 "#strain_profile.columns"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
245 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
246 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
247 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
248 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
249 "execution_count": 187,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
250 "id": "ff484767",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
251 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
252 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
253 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
254 "#strain_profile"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
255 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
256 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
257 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
258 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
259 "execution_count": 188,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
260 "id": "5ab72211",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
261 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
262 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
263 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
264 "strain_profile.to_csv(output_file,na_rep='NA',index=False)"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
265 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
266 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
267 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
268 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
269 "execution_count": 189,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
270 "id": "020dbe85",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
271 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
272 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
273 "source": [
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
274 "# Open a file with access mode 'a'\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
275 "with open(output_file, \"a\") as file_object:\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
276 " # Append 'hello' at the end of file\n",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
277 " file_object.write(\"Note: \\n1. 'MDR': Multidrug-resistant, 'XDR': Extensively drug-resistant, 'TDR':totally drug resistant, NA': Data Not Available.\\n2. 'Strain could not be classified' numbers follow the format as ('Number of antibiotics categories count as Intermediate' | 'Number of antibiotics categories count as NA')\")"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
278 ]
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
279 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
280 {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
281 "cell_type": "code",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
282 "execution_count": null,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
283 "id": "9c17e66a",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
284 "metadata": {},
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
285 "outputs": [],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
286 "source": []
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
287 }
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
288 ],
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
289 "metadata": {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
290 "kernelspec": {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
291 "display_name": "Python 3",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
292 "language": "python",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
293 "name": "python3"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
294 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
295 "language_info": {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
296 "codemirror_mode": {
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
297 "name": "ipython",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
298 "version": 3
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
299 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
300 "file_extension": ".py",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
301 "mimetype": "text/x-python",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
302 "name": "python",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
303 "nbconvert_exporter": "python",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
304 "pygments_lexer": "ipython3",
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
305 "version": "3.7.10"
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
306 }
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
307 },
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
308 "nbformat": 4,
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
309 "nbformat_minor": 5
c1a77856070c "planemo upload for repository https://github.com/rakesh4osdd/asist/tree/master commit f5b374bef15145c893ffdd3a7d2f2978d8052184-dirty"
rakesh4osdd
parents:
diff changeset
310 }