Added stack min challenge.

This commit is contained in:
Donne Martin 2015-07-02 23:06:09 -04:00
parent 9d5ef57818
commit 8434c7d9f9
4 changed files with 294 additions and 12 deletions

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@ -0,0 +1,208 @@
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<small><i>This notebook was prepared by [Donne Martin](http://donnemartin.com). Source and license info is on [GitHub](https://github.com/donnemartin/coding-challenges).</i></small>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Challenge Notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Problem: Implement a stack with push, pop, and min methods running O(1) time.\n",
"\n",
"* [Constraints](#Constraints)\n",
"* [Test Cases](#Test-Cases)\n",
"* [Algorithm](#Algorithm)\n",
"* [Code](#Code)\n",
"* [Unit Test](#Unit-Test)\n",
"* [Solution Notebook](#Solution-Notebook)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Constraints\n",
"\n",
"*Problem statements are sometimes ambiguous. Identifying constraints and stating assumptions can help to ensure you code the intended solution.*\n",
"\n",
"* Can we assume this is a stack of ints?\n",
" * Yes\n",
"* If we call this function on an empty stack, can we return max int?\n",
" * Yes\n",
"* Can we assume we already have a stack class that can be used for this problem?\n",
" * Yes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Test Cases\n",
"\n",
"* Push/pop on empty stack\n",
"* Push/pop on non-empty stack"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Algorithm\n",
"\n",
"Refer to the [Solution Notebook](http://nbviewer.ipython.org/github/donnemartin/coding-challenges/blob/master/stacks_queues/stack_min/stack_min_solution.ipynb). If you are stuck and need a hint, the solution notebook's algorithm discussion might be a good place to start."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Code"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%run ../stack/stack.py\n",
"%load ../stack/stack.py"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import sys\n",
"\n",
"\n",
"class MyStack(Stack):\n",
" def __init__(self, top=None):\n",
" # TODO: Implement me\n",
" pass\n",
"\n",
" def min(self):\n",
" # TODO: Implement me\n",
" pass\n",
"\n",
" def push(self, data):\n",
" # TODO: Implement me\n",
" pass\n",
"\n",
" def pop(self):\n",
" # TODO: Implement me\n",
" pass"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Unit Test\n",
"\n",
"\n",
"\n",
"**The following unit test is expected to fail until you solve the challenge.**"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# %load test_stack_min.py\n",
"from nose.tools import assert_equal\n",
"\n",
"\n",
"class TestStackMin(object):\n",
" def test_stack_min(self):\n",
" print('Test: Push on empty stack, non-empty stack')\n",
" stack = MyStack()\n",
" stack.push(5)\n",
" assert_equal(stack.peek(), 5)\n",
" assert_equal(stack.min(), 5)\n",
" stack.push(1)\n",
" assert_equal(stack.peek(), 1)\n",
" assert_equal(stack.min(), 1)\n",
" stack.push(3)\n",
" assert_equal(stack.peek(), 3)\n",
" assert_equal(stack.min(), 1)\n",
" stack.push(0)\n",
" assert_equal(stack.peek(), 0)\n",
" assert_equal(stack.min(), 0)\n",
"\n",
" print('Test: Pop on non-empty stack')\n",
" assert_equal(stack.pop(), 0)\n",
" assert_equal(stack.min(), 1)\n",
" assert_equal(stack.pop(), 3)\n",
" assert_equal(stack.min(), 1)\n",
" assert_equal(stack.pop(), 1)\n",
" assert_equal(stack.min(), 5)\n",
" assert_equal(stack.pop(), 5)\n",
" assert_equal(stack.min(), sys.maxint)\n",
"\n",
" print('Test: Pop empty stack')\n",
" assert_equal(stack.pop(), None)\n",
" \n",
" print('Success: test_stack_min')\n",
"\n",
"def main():\n",
" test = TestStackMin()\n",
" test.test_stack_min()\n",
"\n",
"if __name__ == '__main__':\n",
" main()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Solution Notebook\n",
"\n",
"Review the [Solution Notebook](http://nbviewer.ipython.org/github/donnemartin/coding-challenges/blob/master/stacks_queues/stack_min/stack_min_solution.ipynb) for a discussion on algorithms and code solutions."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 0
}

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@ -4,7 +4,14 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"<small><i>This notebook was prepared by [Donne Martin](http://donnemartin.com). Source and license info is on [GitHub](https://bit.ly/code-notes).</i></small>" "<small><i>This notebook was prepared by [Donne Martin](http://donnemartin.com). Source and license info is on [GitHub](https://github.com/donnemartin/coding-challenges).</i></small>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Solution Notebook"
] ]
}, },
{ {
@ -26,10 +33,12 @@
"source": [ "source": [
"## Constraints\n", "## Constraints\n",
"\n", "\n",
"*Problem statements are often intentionally ambiguous. Identifying constraints and stating assumptions can help to ensure you code the intended solution.*\n", "*Problem statements are sometimes ambiguous. Identifying constraints and stating assumptions can help to ensure you code the intended solution.*\n",
"\n", "\n",
"* Can we assume this is a stack of ints?\n", "* Can we assume this is a stack of ints?\n",
" * Yes\n", " * Yes\n",
"* If we call this function on an empty stack, can we return max int?\n",
" * Yes\n",
"* Can we assume we already have a stack class that can be used for this problem?\n", "* Can we assume we already have a stack class that can be used for this problem?\n",
" * Yes" " * Yes"
] ]
@ -98,7 +107,7 @@
}, },
"outputs": [], "outputs": [],
"source": [ "source": [
"%run stack.py" "%run ../stack/stack.py"
] ]
}, },
{ {
@ -111,6 +120,7 @@
"source": [ "source": [
"import sys\n", "import sys\n",
"\n", "\n",
"\n",
"class MyStack(Stack):\n", "class MyStack(Stack):\n",
" def __init__(self, top=None):\n", " def __init__(self, top=None):\n",
" self.min_vals = Stack()\n", " self.min_vals = Stack()\n",
@ -139,8 +149,7 @@
"metadata": {}, "metadata": {},
"source": [ "source": [
"## Unit Test\n", "## Unit Test\n",
"\n", "\n"
"*It is important to identify and run through general and edge cases from the [Test Cases](#Test-Cases) section by hand. You generally will not be asked to write a unit test like what is shown below.*"
] ]
}, },
{ {
@ -154,17 +163,16 @@
"name": "stdout", "name": "stdout",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"Test: Push on empty stack, non-empty stack\n", "Overwriting test_stack_min.py\n"
"Test: Pop on non-empty stack\n",
"Test: Pop empty stack\n",
"Success: test_stack_min\n"
] ]
} }
], ],
"source": [ "source": [
"%%writefile test_stack_min.py\n",
"from nose.tools import assert_equal\n", "from nose.tools import assert_equal\n",
"\n", "\n",
"class Test(object):\n", "\n",
"class TestStackMin(object):\n",
" def test_stack_min(self):\n", " def test_stack_min(self):\n",
" print('Test: Push on empty stack, non-empty stack')\n", " print('Test: Push on empty stack, non-empty stack')\n",
" stack = MyStack()\n", " stack = MyStack()\n",
@ -196,9 +204,34 @@
" \n", " \n",
" print('Success: test_stack_min')\n", " print('Success: test_stack_min')\n",
"\n", "\n",
"def main():\n",
" test = TestStackMin()\n",
" test.test_stack_min()\n",
"\n",
"if __name__ == '__main__':\n", "if __name__ == '__main__':\n",
" test = Test()\n", " main()"
" test.test_stack_min()" ]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Test: Push on empty stack, non-empty stack\n",
"Test: Pop on non-empty stack\n",
"Test: Pop empty stack\n",
"Success: test_stack_min\n"
]
}
],
"source": [
"run -i test_stack_min.py"
] ]
} }
], ],

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from nose.tools import assert_equal
class TestStackMin(object):
def test_stack_min(self):
print('Test: Push on empty stack, non-empty stack')
stack = MyStack()
stack.push(5)
assert_equal(stack.peek(), 5)
assert_equal(stack.min(), 5)
stack.push(1)
assert_equal(stack.peek(), 1)
assert_equal(stack.min(), 1)
stack.push(3)
assert_equal(stack.peek(), 3)
assert_equal(stack.min(), 1)
stack.push(0)
assert_equal(stack.peek(), 0)
assert_equal(stack.min(), 0)
print('Test: Pop on non-empty stack')
assert_equal(stack.pop(), 0)
assert_equal(stack.min(), 1)
assert_equal(stack.pop(), 3)
assert_equal(stack.min(), 1)
assert_equal(stack.pop(), 1)
assert_equal(stack.min(), 5)
assert_equal(stack.pop(), 5)
assert_equal(stack.min(), sys.maxint)
print('Test: Pop empty stack')
assert_equal(stack.pop(), None)
print('Success: test_stack_min')
def main():
test = TestStackMin()
test.test_stack_min()
if __name__ == '__main__':
main()