From 526bf4dee5715f6cfcc6088e0888c866da7b2a50 Mon Sep 17 00:00:00 2001
From: JoshuaMiranda94 <joshualopezmiranda94@gmail.com>
Date: Wed, 18 Dec 2024 19:10:04 -0400
Subject: [PATCH] Lab Map-Filter

---
 your-code/main.ipynb | 91 +++++++++++++++++++++++++++++++++++---------
 1 file changed, 72 insertions(+), 19 deletions(-)

diff --git a/your-code/main.ipynb b/your-code/main.ipynb
index 9f0e67b..d79e781 100644
--- a/your-code/main.ipynb
+++ b/your-code/main.ipynb
@@ -70,7 +70,13 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "# your code here\n",
+    "# Remove the first 568 words\n",
+    "prophet = prophet[568:]\n",
+    "\n",
+    "# Verify the result\n",
+    "print(\"First 10 words after removing the initial 568:\", prophet[:10])\n"
    ]
   },
   {
@@ -86,7 +92,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "# your code here\n",
+    "print(\"First 10 words in the `prophet` list:\", prophet[:10])\n"
    ]
   },
   {
@@ -104,17 +112,17 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "def reference(x):\n",
-    "    '''\n",
-    "    Input: A string\n",
-    "    Output: The string with references removed\n",
-    "    \n",
-    "    Example:\n",
-    "    Input: 'the{7}'\n",
-    "    Output: 'the'\n",
-    "    '''\n",
-    "    \n",
-    "    # your code here"
+    "\n",
+    "    # your code here\n",
+    "def remove_references(word):\n",
+    "\n",
+    "     return word.split('{')[0]\n",
+    "prophet = [remove_references(word) for word in prophet]\n",
+    "# Example usage\n",
+    "example_words = ['word1{ref1}', 'word2', 'example{ref2}', 'text']\n",
+    "cleaned_words = [remove_references(word) for word in example_words]\n",
+    "\n",
+    "print(\"Cleaned words:\", cleaned_words)\n"
    ]
   },
   {
@@ -139,7 +147,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "# your code here\n",
+    "prophet_reference = list(map(remove_references, prophet))\n",
+    "\n",
+    "print(\"First 10 words in `prophet_reference`:\", prophet_reference[:10])\n"
    ]
   },
   {
@@ -165,7 +177,8 @@
     "    Output: ['the', 'beloved']\n",
     "    '''\n",
     "    \n",
-    "    # your code here"
+    "    # your code here\n",
+    "    return word.split('\\n')"
    ]
   },
   {
@@ -183,7 +196,11 @@
    },
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "prophet_line = [split_line_break(word) for word in prophet_reference]\n",
+    "\n",
+    "\n",
+    "print(\"First 10 elements in `prophet_line`:\", prophet_line[:10])\n"
    ]
   },
   {
@@ -262,7 +279,20 @@
    },
    "outputs": [],
    "source": [
-    "# your code here"
+    "\n",
+    "# your code here\n",
+    "# List of words to exclude\n",
+    "exclude_words = [\"the\", \"a\", \"an\", \"in\", \"on\", \"at\", \"and\", \"or\", \"but\", \"if\", \"is\", \"it\"]\n",
+    "\n",
+    "# Define the filter function\n",
+    "def filter_words(word):\n",
+    "\n",
+    "    return word.lower() not in exclude_words\n",
+    "\n",
+    "# Example usage\n",
+    "example_words = [\"the\", \"sun\", \"is\", \"shining\", \"on\", \"a\", \"beautiful\", \"day\"]\n",
+    "filtered_words = [word for word in example_words if filter_words(word)]\n",
+    "print(\"Filtered words:\", filtered_words)\n"
    ]
   },
   {
@@ -325,7 +355,15 @@
    },
    "outputs": [],
    "source": [
-    "# your code here"
+    "\n",
+    "# your code here\n",
+    "# Define the concatenation function\n",
+    "def concatenate_with_space(str1, str2):\n",
+    "    return f\"{str1} {str2}\"\n",
+    "\n",
+    "# Example usage\n",
+    "result = concatenate_with_space(\"Hello\", \"World\")\n",
+    "print(\"Concatenated string:\", result)\n"
    ]
   },
   {
@@ -341,7 +379,22 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "from functools import reduce\n",
+    "\n",
+    "# Define the concatenation function\n",
+    "def concatenate_with_space(str1, str2):\n",
+    "\n",
+    "    return f\"{str1} {str2}\"\n",
+    "\n",
+    "# Example list `prophet_filter`\n",
+    "prophet_filter = [\"This\", \"is\", \"a\", \"cleaned\", \"version\", \"of\", \"the\", \"text\", \"corpus\"]\n",
+    "\n",
+    "# Use reduce to combine the list into a single string\n",
+    "prophet_string = reduce(concatenate_with_space, prophet_filter)\n",
+    "\n",
+    "# Display the result\n",
+    "print(\"Prophet string:\", prophet_string)\n"
    ]
   }
  ],