mirror of
https://github.com/donnemartin/data-science-ipython-notebooks.git
synced 2024-03-22 13:30:56 +08:00
122 lines
2.9 KiB
Plaintext
122 lines
2.9 KiB
Plaintext
|
{
|
||
|
"metadata": {
|
||
|
"name": "",
|
||
|
"signature": "sha256:c7a4bcb2e55f64b6c49581b50c190fa5f6742f215ee7c4e3a6d10b11319a56fb"
|
||
|
},
|
||
|
"nbformat": 3,
|
||
|
"nbformat_minor": 0,
|
||
|
"worksheets": [
|
||
|
{
|
||
|
"cells": [
|
||
|
{
|
||
|
"cell_type": "markdown",
|
||
|
"metadata": {},
|
||
|
"source": [
|
||
|
"# Files\n",
|
||
|
"\n",
|
||
|
"* Open a File for Reading\n",
|
||
|
"* Read a File\n",
|
||
|
"* Write to a New File"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "markdown",
|
||
|
"metadata": {},
|
||
|
"source": [
|
||
|
"## Open a File for Reading\n",
|
||
|
"\n",
|
||
|
"Open a file in read-only mode:"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "code",
|
||
|
"collapsed": false,
|
||
|
"input": [
|
||
|
"path = 'type_util.py'\n",
|
||
|
"f = open(path)"
|
||
|
],
|
||
|
"language": "python",
|
||
|
"metadata": {},
|
||
|
"outputs": [],
|
||
|
"prompt_number": 1
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "markdown",
|
||
|
"metadata": {},
|
||
|
"source": [
|
||
|
"## Read a File\n",
|
||
|
"\n",
|
||
|
"Read the entire file with readlines. Iterate over the file lines as you would with a list. rstrip removes the EOL markers."
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "code",
|
||
|
"collapsed": false,
|
||
|
"input": [
|
||
|
"for line in f:\n",
|
||
|
" print(line.rstrip())"
|
||
|
],
|
||
|
"language": "python",
|
||
|
"metadata": {},
|
||
|
"outputs": [
|
||
|
{
|
||
|
"output_type": "stream",
|
||
|
"stream": "stdout",
|
||
|
"text": [
|
||
|
"class TypeUtil:\n",
|
||
|
"\n",
|
||
|
" @classmethod\n",
|
||
|
" def is_iterable(cls, obj):\n",
|
||
|
" \"\"\"Determines if obj is iterable.\n",
|
||
|
"\n",
|
||
|
" Useful when writing functions that can accept multiple types of\n",
|
||
|
" input (list, tuple, ndarray, iterator). Pairs well with\n",
|
||
|
" convert_to_list.\n",
|
||
|
" \"\"\"\n",
|
||
|
" try:\n",
|
||
|
" iter(obj)\n",
|
||
|
" return True\n",
|
||
|
" except TypeError:\n",
|
||
|
" return False\n",
|
||
|
"\n",
|
||
|
" @classmethod\n",
|
||
|
" def convert_to_list(cls, obj):\n",
|
||
|
" \"\"\"Converts obj to a list if it is not a list and it is iterable,\n",
|
||
|
" else returns the original obj.\n",
|
||
|
" \"\"\"\n",
|
||
|
" if not isinstance(obj, list) and cls.is_iterable(obj):\n",
|
||
|
" obj = list(obj)\n",
|
||
|
" return obj\n"
|
||
|
]
|
||
|
}
|
||
|
],
|
||
|
"prompt_number": 2
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "markdown",
|
||
|
"metadata": {},
|
||
|
"source": [
|
||
|
"## Write to a New File\n",
|
||
|
"\n",
|
||
|
"Create a new file (overwriting any previous file with the same name), write text then close the file:"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "code",
|
||
|
"collapsed": false,
|
||
|
"input": [
|
||
|
"path = 'hello_world.txt'\n",
|
||
|
"f = open(path, 'w')\n",
|
||
|
"f.write('hello world!')\n",
|
||
|
"f.close()"
|
||
|
],
|
||
|
"language": "python",
|
||
|
"metadata": {},
|
||
|
"outputs": [],
|
||
|
"prompt_number": 3
|
||
|
}
|
||
|
],
|
||
|
"metadata": {}
|
||
|
}
|
||
|
]
|
||
|
}
|