mirror of
https://github.com/donnemartin/interactive-coding-challenges
synced 2026-01-05 17:08:02 +00:00
@@ -29,12 +29,12 @@ class MinHeap(object):
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if key is None:
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raise TypeError('key cannot be None')
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self.array.append(key)
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self._bubble_up(index=len(self.array)-1)
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self._bubble_up(index=len(self.array) - 1)
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def _bubble_up(self, index):
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if index == 0:
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return
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index_parent = (index-1) // 2
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index_parent = (index - 1) // 2
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if self.array[index] < self.array[index_parent]:
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# Swap the indices and recurse
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self.array[index], self.array[index_parent] = \
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@@ -54,13 +54,17 @@ class MinHeap(object):
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def _find_smaller_child(self, index):
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left_child_index = 2 * index + 1
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right_child_index = 2 * index + 2
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# No right child
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if right_child_index >= len(self.array):
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# No left child
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if left_child_index >= len(self.array):
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return -1
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# Left child only
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else:
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return left_child_index
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else:
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# Compare left and right children
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if self.array[left_child_index] < self.array[right_child_index]:
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return left_child_index
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else:
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return right_child_index
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return right_child_index
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@@ -95,9 +95,7 @@
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"collapsed": false
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},
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"metadata": {},
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"outputs": [],
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"source": [
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"class MinHeap(object):\n",
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@@ -140,34 +138,32 @@
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"collapsed": false
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},
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"metadata": {},
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"outputs": [],
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"source": [
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"# %load test_min_heap.py\n",
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"from nose.tools import assert_equal\n",
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"import unittest\n",
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"\n",
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"\n",
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"class TestMinHeap(object):\n",
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"class TestMinHeap(unittest.TestCase):\n",
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"\n",
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" def test_min_heap(self):\n",
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" heap = MinHeap()\n",
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" assert_equal(heap.peek_min(), None)\n",
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" assert_equal(heap.extract_min(), None)\n",
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" self.assertEqual(heap.peek_min(), None)\n",
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" self.assertEqual(heap.extract_min(), None)\n",
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" heap.insert(20)\n",
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" assert_equal(heap.peek_min(), 20)\n",
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" self.assertEqual(heap.peek_min(), 20)\n",
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" heap.insert(5)\n",
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" assert_equal(heap.peek_min(), 5)\n",
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" self.assertEqual(heap.peek_min(), 5)\n",
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" heap.insert(15)\n",
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" heap.insert(22)\n",
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" heap.insert(40)\n",
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" heap.insert(5)\n",
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" assert_equal(heap.peek_min(), 5)\n",
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" self.assertEqual(heap.peek_min(), 5)\n",
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" heap.insert(3)\n",
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" assert_equal(heap.peek_min(), 3)\n",
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" assert_equal(heap.extract_min(), 3)\n",
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" assert_equal(heap.peek_min(), 5)\n",
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" self.assertEqual(heap.peek_min(), 3)\n",
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" self.assertEqual(heap.extract_min(), 3)\n",
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" self.assertEqual(heap.peek_min(), 5)\n",
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" print('Success: test_min_heap')\n",
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"\n",
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" \n",
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@@ -206,9 +202,9 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.5.0"
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"version": "3.7.2"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 0
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"nbformat_minor": 1
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}
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@@ -194,9 +194,7 @@
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"collapsed": false
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},
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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@@ -283,9 +281,7 @@
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"collapsed": true
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},
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"metadata": {},
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"outputs": [],
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"source": [
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"%run min_heap.py"
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@@ -301,9 +297,7 @@
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"collapsed": false
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},
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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@@ -315,46 +309,46 @@
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],
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"source": [
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"%%writefile test_min_heap.py\n",
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"from nose.tools import assert_equal\n",
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"import unittest\n",
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"\n",
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"\n",
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"class TestMinHeap(object):\n",
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"class TestMinHeap(unittest.TestCase):\n",
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"\n",
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" def test_min_heap(self):\n",
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" heap = MinHeap()\n",
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" assert_equal(heap.peek_min(), None)\n",
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" assert_equal(heap.extract_min(), None)\n",
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" self.assertEqual(heap.peek_min(), None)\n",
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" self.assertEqual(heap.extract_min(), None)\n",
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" heap.insert(20)\n",
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" assert_equal(heap.array[0], 20)\n",
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" self.assertEqual(heap.array[0], 20)\n",
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" heap.insert(5)\n",
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" assert_equal(heap.array[0], 5)\n",
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" assert_equal(heap.array[1], 20)\n",
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" self.assertEqual(heap.array[0], 5)\n",
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" self.assertEqual(heap.array[1], 20)\n",
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" heap.insert(15)\n",
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" assert_equal(heap.array[0], 5)\n",
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" assert_equal(heap.array[1], 20)\n",
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" assert_equal(heap.array[2], 15)\n",
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" self.assertEqual(heap.array[0], 5)\n",
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" self.assertEqual(heap.array[1], 20)\n",
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" self.assertEqual(heap.array[2], 15)\n",
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" heap.insert(22)\n",
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" assert_equal(heap.array[0], 5)\n",
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" assert_equal(heap.array[1], 20)\n",
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" assert_equal(heap.array[2], 15)\n",
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" assert_equal(heap.array[3], 22)\n",
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" self.assertEqual(heap.array[0], 5)\n",
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" self.assertEqual(heap.array[1], 20)\n",
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" self.assertEqual(heap.array[2], 15)\n",
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" self.assertEqual(heap.array[3], 22)\n",
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" heap.insert(40)\n",
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" assert_equal(heap.array[0], 5)\n",
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" assert_equal(heap.array[1], 20)\n",
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" assert_equal(heap.array[2], 15)\n",
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" assert_equal(heap.array[3], 22)\n",
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" assert_equal(heap.array[4], 40)\n",
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" self.assertEqual(heap.array[0], 5)\n",
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" self.assertEqual(heap.array[1], 20)\n",
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" self.assertEqual(heap.array[2], 15)\n",
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" self.assertEqual(heap.array[3], 22)\n",
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" self.assertEqual(heap.array[4], 40)\n",
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" heap.insert(3)\n",
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" assert_equal(heap.array[0], 3)\n",
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" assert_equal(heap.array[1], 20)\n",
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" assert_equal(heap.array[2], 5)\n",
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" assert_equal(heap.array[3], 22)\n",
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" assert_equal(heap.array[4], 40)\n",
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" assert_equal(heap.array[5], 15)\n",
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" self.assertEqual(heap.array[0], 3)\n",
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" self.assertEqual(heap.array[1], 20)\n",
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" self.assertEqual(heap.array[2], 5)\n",
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" self.assertEqual(heap.array[3], 22)\n",
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" self.assertEqual(heap.array[4], 40)\n",
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" self.assertEqual(heap.array[5], 15)\n",
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" mins = []\n",
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" while heap:\n",
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" mins.append(heap.extract_min())\n",
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" assert_equal(mins, [3, 5, 15, 20, 22, 40])\n",
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" self.assertEqual(mins, [3, 5, 15, 20, 22, 40])\n",
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" print('Success: test_min_heap')\n",
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"\n",
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" \n",
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@@ -370,9 +364,7 @@
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {
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"collapsed": false
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},
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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@@ -403,9 +395,9 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.4.3"
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"version": "3.7.2"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 0
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"nbformat_minor": 1
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}
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@@ -1,43 +1,43 @@
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from nose.tools import assert_equal
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import unittest
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class TestMinHeap(object):
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class TestMinHeap(unittest.TestCase):
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def test_min_heap(self):
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heap = MinHeap()
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assert_equal(heap.peek_min(), None)
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assert_equal(heap.extract_min(), None)
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self.assertEqual(heap.peek_min(), None)
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self.assertEqual(heap.extract_min(), None)
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heap.insert(20)
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assert_equal(heap.array[0], 20)
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self.assertEqual(heap.array[0], 20)
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heap.insert(5)
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assert_equal(heap.array[0], 5)
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assert_equal(heap.array[1], 20)
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self.assertEqual(heap.array[0], 5)
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self.assertEqual(heap.array[1], 20)
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heap.insert(15)
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assert_equal(heap.array[0], 5)
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assert_equal(heap.array[1], 20)
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assert_equal(heap.array[2], 15)
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self.assertEqual(heap.array[0], 5)
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self.assertEqual(heap.array[1], 20)
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self.assertEqual(heap.array[2], 15)
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heap.insert(22)
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assert_equal(heap.array[0], 5)
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assert_equal(heap.array[1], 20)
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assert_equal(heap.array[2], 15)
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assert_equal(heap.array[3], 22)
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self.assertEqual(heap.array[0], 5)
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self.assertEqual(heap.array[1], 20)
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self.assertEqual(heap.array[2], 15)
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self.assertEqual(heap.array[3], 22)
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heap.insert(40)
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assert_equal(heap.array[0], 5)
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assert_equal(heap.array[1], 20)
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assert_equal(heap.array[2], 15)
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assert_equal(heap.array[3], 22)
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assert_equal(heap.array[4], 40)
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self.assertEqual(heap.array[0], 5)
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self.assertEqual(heap.array[1], 20)
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self.assertEqual(heap.array[2], 15)
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self.assertEqual(heap.array[3], 22)
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self.assertEqual(heap.array[4], 40)
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heap.insert(3)
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assert_equal(heap.array[0], 3)
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assert_equal(heap.array[1], 20)
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assert_equal(heap.array[2], 5)
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assert_equal(heap.array[3], 22)
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assert_equal(heap.array[4], 40)
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assert_equal(heap.array[5], 15)
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self.assertEqual(heap.array[0], 3)
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self.assertEqual(heap.array[1], 20)
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self.assertEqual(heap.array[2], 5)
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self.assertEqual(heap.array[3], 22)
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self.assertEqual(heap.array[4], 40)
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self.assertEqual(heap.array[5], 15)
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mins = []
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while heap:
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mins.append(heap.extract_min())
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assert_equal(mins, [3, 5, 15, 20, 22, 40])
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self.assertEqual(mins, [3, 5, 15, 20, 22, 40])
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print('Success: test_min_heap')
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@@ -47,4 +47,4 @@ def main():
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if __name__ == '__main__':
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main()
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main()
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Reference in New Issue
Block a user