word filtration script - retrieve word sensitivity score

IT19001708/STG/script/word_filtration.ipynb

@@ -869,6 +869,65 @@
     "    document = {\"word\": row[\"word\"], \"score\": row[\"offensive_scale\"]}\n",
     "    result = collection.insert_one(document)"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "aafbf51b-ff3b-49c7-952f-902ee628861c",
+   "metadata": {},
+   "source": [
+    "#### Retrieve score"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "id": "3cd54b06-c132-45ba-9602-1a5ceee220fa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_sensitivity_score(word):\n",
+    "    client = pymongo.MongoClient(\"mongodb+srv://hearme:hearme678@cluster0.kz66vdr.mongodb.net/\")\n",
+    "\n",
+    "    # select the database and collection\n",
+    "    db = client[\"word_filtration\"]\n",
+    "    collection = db[\"sensitivity_score\"]\n",
+    "    \n",
+    "    # find the word in the collection and return its sensitivity score\n",
+    "    result = collection.find_one({\"word\": word})\n",
+    "    if result:\n",
+    "        return result[\"score\"]\n",
+    "    else:\n",
+    "        return -99"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
+   "id": "6f05439f-5fc6-4de0-9420-7117a9608cde",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.65"
+      ]
+     },
+     "execution_count": 58,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "get_sensitivity_score('play')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "636445cc-48c8-4b01-a3a7-920b4bec76b5",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {