diff --git a/README.md b/README.md
index 0d16c5b..71b6a44 100644
--- a/README.md
+++ b/README.md
@@ -127,6 +127,7 @@ Challenges, solutions, and unit tests are presented in the form of **IPython/Jup
| Compress a string | [Challenge](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/arrays_strings/compress/compress_challenge.ipynb)│[Solution](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/arrays_strings/compress/compress_solution.ipynb) |
| Reverse characters in a string | [Challenge](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/arrays_strings/reverse_string/reverse_string_challenge.ipynb)│[Solution](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/arrays_strings/reverse_string/reverse_string_solution.ipynb) |
| Implement a hash table | [Challenge](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/arrays_strings/hash_map/hash_map_challenge.ipynb)│[Solution](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/arrays_strings/hash_map/hash_map_solution.ipynb) |
+| Group list items | [Challenge](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/arrays_strings/group_ordered/group_ordered_challenge.ipynb)│[Solution](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/arrays_strings/group_ordered/group_ordered_solution.ipynb) |
| Find the first non-repeated character in a string | [Contribute](https://github.com/donnemartin/interactive-coding-challenges/blob/master/CONTRIBUTING.md)│[Contribute](https://github.com/donnemartin/interactive-coding-challenges/blob/master/CONTRIBUTING.md) |
| Remove specified characters in a string | [Contribute](https://github.com/donnemartin/interactive-coding-challenges/blob/master/CONTRIBUTING.md)│[Contribute](https://github.com/donnemartin/interactive-coding-challenges/blob/master/CONTRIBUTING.md) |
| Reverse words in a string | [Contribute](https://github.com/donnemartin/interactive-coding-challenges/blob/master/CONTRIBUTING.md)│[Contribute](https://github.com/donnemartin/interactive-coding-challenges/blob/master/CONTRIBUTING.md) |
diff --git a/sorting_searching/group_ordered/__init__.py b/sorting_searching/group_ordered/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/sorting_searching/group_ordered/group_ordered_challenge.ipynb b/sorting_searching/group_ordered/group_ordered_challenge.ipynb
new file mode 100644
index 0000000..96d8238
--- /dev/null
+++ b/sorting_searching/group_ordered/group_ordered_challenge.ipynb
@@ -0,0 +1,171 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "This notebook was prepared by [wdonahoe](https://github.com/wdonahoe). Source and license info is on [GitHub](https://github.com/donnemartin/interactive-coding-challenges)."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Challenge Notebook"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Problem: Implement a function that groups identical items based on their order in the list.\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",
+ "* Can we use extra data structures?\n",
+ " * Yes"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Test Cases\n",
+ "\n",
+ "* group_ordered([1,2,1,3,2]) -> [1,1,2,2,3]\n",
+ "* group_ordered(['a','b','a') -> ['a','a','b']\n",
+ "* group_ordered([1,1,2,3,4,5,2,1]-> [1,1,1,2,2,3,4,5]\n",
+ "* group_ordered([]) -> []\n",
+ "* group_ordered([1]) -> [1]\n",
+ "* group_ordered(None) -> None"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Algorithm\n",
+ "\n",
+ "Refer to the [solution notebook](https://github.com/donnemartin/interactive-coding-challenges/templates/foo_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": false
+ },
+ "outputs": [],
+ "source": [
+ "def group_ordered(list_in):\n",
+ " # TODO: Implement me\n",
+ " pass"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Unit Test"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "**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_group_ordered.py\n",
+ "from nose.tools import assert_equal\n",
+ "\n",
+ "\n",
+ "class TestGroupOrdered(object):\n",
+ " def test_group_ordered(self, func):\n",
+ "\n",
+ " assert_equal(func(None), None)\n",
+ " print('Success: ' + func.__name__ + \" None case.\")\n",
+ " assert_equal(func([]), [])\n",
+ " print('Success: ' + func.__name__ + \" Empty case.\")\n",
+ " assert_equal(func([1]), [1])\n",
+ " print('Success: ' + func.__name__ + \" Single element case.\")\n",
+ " assert_equal(func([1, 2, 1, 3, 2]), [1, 1, 2, 2, 3])\n",
+ " assert_equal(func(['a', 'b', 'a']), ['a', 'a', 'b'])\n",
+ " assert_equal(func([1, 1, 2, 3, 4, 5, 2, 1]), [1, 1, 1, 2, 2, 3, 4, 5])\n",
+ " assert_equal(func([1, 2, 3, 4, 3, 4]), [1, 2, 3, 3, 4, 4])\n",
+ " print('Success: ' + func.__name__)\n",
+ "\n",
+ "\n",
+ "def main():\n",
+ " test = TestGroupOrdered()\n",
+ " test.test_group_ordered(group_ordered)\n",
+ " try:\n",
+ " test.test_group_ordered(group_ordered_alt)\n",
+ " except NameError:\n",
+ " # Alternate solutions are only defined\n",
+ " # in the solutions file\n",
+ " pass\n",
+ "\n",
+ "if __name__ == '__main__':\n",
+ " main()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Solution Notebook\n",
+ "\n",
+ "Review the [solution notebook](https://github.com/donnemartin/interactive-coding-challenges/sorting_searching/group_ordered/group_ordered_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": "2.7.6"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/sorting_searching/group_ordered/group_ordered_solution.ipynb b/sorting_searching/group_ordered/group_ordered_solution.ipynb
new file mode 100644
index 0000000..2dd1a1b
--- /dev/null
+++ b/sorting_searching/group_ordered/group_ordered_solution.ipynb
@@ -0,0 +1,262 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "This notebook was prepared by [wdonahoe](https://github.com/wdonahoe). Source and license info is on [GitHub](https://github.com/donnemartin/interactive-coding-challenges)."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Solution Notebook"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Problem: Implement a function that groups identical items based on their order in the list.\n",
+ "\n",
+ "* [Constraints](#Constraints)\n",
+ "* [Test Cases](#Test-Cases)\n",
+ "* [Algorithm: Modified Selection Sort](#Algorithm: Modified Selection Sort)\n",
+ "* [Code: Modified Selection Sort](#Code: Modified Selection Sort)\n",
+ "* [Algorithm: Ordered Dict](#Algorithm: Ordered Dict)\n",
+ "* [Code: Ordered Dict](#Code:-Ordered-Dict)\n",
+ "* [Unit Test](#Unit-Test)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Constraints\n",
+ "\n",
+ "* Can we use extra data structures?\n",
+ " * Yes"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Test Cases\n",
+ "\n",
+ "* group_ordered([1,2,1,3,2]) -> [1,1,2,2,3]\n",
+ "* group_ordered(['a','b','a') -> ['a','a','b']\n",
+ "* group_ordered([1,1,2,3,4,5,2,1]-> [1,1,1,2,2,3,4,5]\n",
+ "* group_ordered([]) -> []\n",
+ "* group_ordered([1]) -> [1]\n",
+ "* group_ordered(None) -> None\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Algorithm: Modified Selection Sort\n",
+ "\n",
+ "* Save the relative position of the first-occurence of each item in a list.\n",
+ "* Iterate through list of unique items.\n",
+ " * Keep an outer index; scan rest of list, swapping matching items with outer index and incrementing outer index each time. \n",
+ " \n",
+ "Complexity:\n",
+ "* Time: O(n^2)\n",
+ "* Space: O(n)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Code: Modified Selection Sort"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "def make_order_list(list_in):\n",
+ " order_list = []\n",
+ " for item in list_in:\n",
+ " if item not in order_list:\n",
+ " order_list.append(item)\n",
+ " return order_list\n",
+ "\n",
+ "\n",
+ "def group_ordered(list_in):\n",
+ " if list_in is None:\n",
+ " return None\n",
+ " order_list = make_order_list(list_in)\n",
+ " current = 0\n",
+ " for item in order_list:\n",
+ " search = current + 1\n",
+ " while True:\n",
+ " try:\n",
+ " if list_in[search] != item:\n",
+ " search += 1\n",
+ " else:\n",
+ " current += 1\n",
+ " list_in[current], list_in[search] = list_in[search], list_in[current]\n",
+ " search += 1\n",
+ " except IndexError:\n",
+ " break\n",
+ " return list_in"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Algorithm: Ordered Dict.\n",
+ "\n",
+ "* Use an ordered dict to track insertion order of each key\n",
+ "* Flatten list of values.\n",
+ "\n",
+ "Complexity:\n",
+ "\n",
+ "* Time: O(n)\n",
+ "* Space: O(n)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Code: Ordered Dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "collapsed": true
+ },
+ "outputs": [],
+ "source": [
+ "from collections import OrderedDict\n",
+ "\n",
+ "def group_ordered_alt(list_in):\n",
+ " if list_in is None:\n",
+ " return None\n",
+ " result = OrderedDict()\n",
+ " for value in list_in:\n",
+ " result.setdefault(value, []).append(value)\n",
+ " return [v for group in result.values() for v in group]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Unit Test\n",
+ "\n",
+ "#### The following unit test is expected to fail until you solve the challenge."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Overwriting test_group_ordered.py\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%writefile test_group_ordered.py\n",
+ "from nose.tools import assert_equal\n",
+ "\n",
+ "\n",
+ "class TestGroupOrdered(object):\n",
+ " def test_group_ordered(self, func):\n",
+ "\n",
+ " assert_equal(func(None), None)\n",
+ " print('Success: ' + func.__name__ + \" None case.\")\n",
+ " assert_equal(func([]), [])\n",
+ " print('Success: ' + func.__name__ + \" Empty case.\")\n",
+ " assert_equal(func([1]), [1])\n",
+ " print('Success: ' + func.__name__ + \" Single element case.\")\n",
+ " assert_equal(func([1, 2, 1, 3, 2]), [1, 1, 2, 2, 3])\n",
+ " assert_equal(func(['a', 'b', 'a']), ['a', 'a', 'b'])\n",
+ " assert_equal(func([1, 1, 2, 3, 4, 5, 2, 1]), [1, 1, 1, 2, 2, 3, 4, 5])\n",
+ " assert_equal(func([1, 2, 3, 4, 3, 4]), [1, 2, 3, 3, 4, 4])\n",
+ " print('Success: ' + func.__name__)\n",
+ "\n",
+ "\n",
+ "def main():\n",
+ " test = TestGroupOrdered()\n",
+ " test.test_group_ordered(group_ordered)\n",
+ " try:\n",
+ " test.test_group_ordered(group_ordered_alt)\n",
+ " except NameError:\n",
+ " # Alternate solutions are only defined\n",
+ " # in the solutions file\n",
+ " pass\n",
+ "\n",
+ "if __name__ == '__main__':\n",
+ " main()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Success: group_ordered None case.\n",
+ "Success: group_ordered Empty case.\n",
+ "Success: group_ordered Single element case.\n",
+ "Success: group_ordered\n",
+ "Success: group_ordered_alt None case.\n",
+ "Success: group_ordered_alt Empty case.\n",
+ "Success: group_ordered_alt Single element case.\n",
+ "Success: group_ordered_alt\n"
+ ]
+ }
+ ],
+ "source": [
+ "%run -i test_group_ordered.py"
+ ]
+ }
+ ],
+ "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": "2.7.6"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/sorting_searching/group_ordered/test_group_ordered.py b/sorting_searching/group_ordered/test_group_ordered.py
new file mode 100644
index 0000000..8f499b5
--- /dev/null
+++ b/sorting_searching/group_ordered/test_group_ordered.py
@@ -0,0 +1,31 @@
+from nose.tools import assert_equal
+
+
+class TestGroupOrdered(object):
+ def test_group_ordered(self, func):
+
+ assert_equal(func(None), None)
+ print('Success: ' + func.__name__ + " None case.")
+ assert_equal(func([]), [])
+ print('Success: ' + func.__name__ + " Empty case.")
+ assert_equal(func([1]), [1])
+ print('Success: ' + func.__name__ + " Single element case.")
+ assert_equal(func([1, 2, 1, 3, 2]), [1, 1, 2, 2, 3])
+ assert_equal(func(['a', 'b', 'a']), ['a', 'a', 'b'])
+ assert_equal(func([1, 1, 2, 3, 4, 5, 2, 1]), [1, 1, 1, 2, 2, 3, 4, 5])
+ assert_equal(func([1, 2, 3, 4, 3, 4]), [1, 2, 3, 3, 4, 4])
+ print('Success: ' + func.__name__)
+
+
+def main():
+ test = TestGroupOrdered()
+ test.test_group_ordered(group_ordered)
+ try:
+ test.test_group_ordered(group_ordered_alt)
+ except NameError:
+ # Alternate solutions are only defined
+ # in the solutions file
+ pass
+
+if __name__ == '__main__':
+ main()
\ No newline at end of file