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Added IPython Notebook demonstrating nose unit tests.
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@ -6,9 +6,10 @@ Python data analysis IPython Notebooks (core Python, NumPy, pandas, matplotlib,
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IPython Notebooks demonstrating core Python functionality geared towards data analysis.
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* [basics](http://nbviewer.ipython.org/github/donnemartin/pydatanotebooks/blob/master/core/basics.ipynb)
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* [datetime](http://nbviewer.ipython.org/github/donnemartin/pydatanotebooks/blob/master/core/datetime.ipynb)
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* [data structures](http://nbviewer.ipython.org/github/donnemartin/pydatanotebooks/blob/master/core/structs.ipynb)
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* [data structures utilities](http://nbviewer.ipython.org/github/donnemartin/pydatanotebooks/blob/master/core/structs_utils.ipynb)
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* [datetime](http://nbviewer.ipython.org/github/donnemartin/pydatanotebooks/blob/master/core/datetime.ipynb)
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* [unit tests](http://nbviewer.ipython.org/github/donnemartin/pydatanotebooks/blob/master/core/unit_tests.ipynb)
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## numpy
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157
core/unit_tests.ipynb
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157
core/unit_tests.ipynb
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@ -0,0 +1,157 @@
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{
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"metadata": {
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"name": "",
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"signature": "sha256:bdca080b7a3c3e13406cff167e5e8a56e199b53e7c3b965c6583665afd737e4e"
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},
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"nbformat": 3,
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"nbformat_minor": 0,
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"worksheets": [
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Nose Unit Tests with IPython Notebook"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Install Nose"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"```bash\n",
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"pip install nose\n",
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"```"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Create the Code"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"%%file type_util.py\n",
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"class TypeUtil:\n",
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"\n",
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" @classmethod\n",
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" def is_iterable(cls, obj):\n",
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" \"\"\"Determines if obj is iterable.\n",
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"\n",
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" Useful when writing functions that can accept multiple types of\n",
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" input (list, tuple, ndarray, iterator). Pairs well with\n",
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" convert_to_list.\n",
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" \"\"\"\n",
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" try:\n",
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" iter(obj)\n",
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" return True\n",
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" except TypeError:\n",
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" return False\n",
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"\n",
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" @classmethod\n",
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" def convert_to_list(cls, obj):\n",
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" \"\"\"Converts obj to a list if it is not a list and it is iterable, \n",
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" else returns the original obj.\n",
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" \"\"\"\n",
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" if not isinstance(obj, list) and cls.is_iterable(obj):\n",
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" obj = list(obj)\n",
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" return obj\n"
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],
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"language": "python",
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"metadata": {},
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"outputs": [
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{
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"output_type": "stream",
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"stream": "stdout",
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"text": [
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"Overwriting type_util.py\n"
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]
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}
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],
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"prompt_number": 1
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Create the Nose Tests"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"%%file tests/test_type_util.py\n",
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"from nose.tools import assert_equal\n",
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"from pydatasnippets.core.type_util import TypeUtil\n",
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"\n",
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"\n",
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"class TestUtil():\n",
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"\n",
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" def test_is_iterable(self):\n",
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" assert_equal(TypeUtil.is_iterable('foo'), True)\n",
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" assert_equal(TypeUtil.is_iterable(7), False)\n",
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"\n",
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" def test_convert_to_list(self):\n",
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" assert_equal(isinstance(TypeUtil.convert_to_list('foo'), list), True)\n",
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" assert_equal(isinstance(TypeUtil.convert_to_list(7), list), False)"
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],
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"language": "python",
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"metadata": {},
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"outputs": [
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{
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"output_type": "stream",
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"stream": "stdout",
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"text": [
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"Overwriting tests/test_type_util.py\n"
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]
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}
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],
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"prompt_number": 2
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Run the Nose Tests"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"!nosetests tests/test_type_util.py"
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],
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"language": "python",
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"metadata": {},
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"outputs": [
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{
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"output_type": "stream",
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"stream": "stdout",
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"text": [
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"..\r\n",
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"----------------------------------------------------------------------\r\n",
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"Ran 2 tests in 0.001s\r\n",
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"\r\n",
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"OK\r\n"
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]
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}
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],
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"prompt_number": 3
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}
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],
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"metadata": {}
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}
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]
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}
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