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@wesm
Last active September 5, 2016 19:14
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import csv\n",
"import pandas as pd\n",
"\n",
"df = pd.DataFrame({\"text\": [\"\"\"Hello! Please \"help\" me. I cannot quote a csv.\\\\\"\"\"], \"zoo\": [\"1\"]})\n",
"df.to_csv(\"out.csv\", index=False, quoting=csv.QUOTE_NONNUMERIC, encoding=\"utf-8\", escapechar='\\\\', doublequote=False)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"'Hello! Please \"help\" me. I cannot quote a csv.\\\\'"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"badval = df.text[0]\n",
"badval"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"text\",\"zoo\"\r\n",
"\"Hello! Please \\\"help\\\" me. I cannot quote a csv.\\\",\"1\"\r\n"
]
}
],
"source": [
"!cat out.csv"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"'Hello! Please \"help\" me. I cannot quote a csv.\",1\"'"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df2 = pd.read_csv(\"out.csv\", quoting=csv.QUOTE_NONNUMERIC, encoding=\"utf-8\", escapechar='\\\\', doublequote=False)\n",
"df2.text[0]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"'Hello! Please \"help\" me. I cannot quote a csv.\\\\'"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"badval"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"with open('out2.csv', 'w', encoding='utf-8') as f:\n",
" writer = csv.writer(f, quoting=csv.QUOTE_NONNUMERIC, escapechar=\"\\\\\", doublequote=False)\n",
" writer.writerow((badval, \"1\"))"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"Hello! Please \\\"help\\\" me. I cannot quote a csv.\\\",\"1\"\r",
"\r\n"
]
}
],
"source": [
"!cat out2.csv"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['Hello! Please \"help\" me. I cannot quote a csv.\",1\"']\n"
]
}
],
"source": [
"with open('out2.csv', 'r', encoding='utf-8') as f:\n",
" reader = csv.reader(f, quoting=csv.QUOTE_NONNUMERIC, escapechar=\"\\\\\", doublequote=False)\n",
" print(next(reader))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"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": "3.5.1"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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