Check

app.py

@@ -1,7 +1,19 @@
 import gradio as gr
 
+import pandas as pd
+import matplotlib.pyplot as plt
+
 def greet(name):
+    pd.read_csv('./data/results.csv', index_col=0)
+    
     return "Hello " + name + "!!"
 
+
+
+
+
+
+
+
 iface = gr.Interface(fn=greet, inputs="text", outputs="text")
 iface.launch()

test.ipynb

@@ -0,0 +1,276 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>label</th>\n",
+       "      <th>comment</th>\n",
+       "      <th>user</th>\n",
+       "      <th>subreddit</th>\n",
+       "      <th>date</th>\n",
+       "      <th>sup_comment</th>\n",
+       "      <th>prediction</th>\n",
+       "      <th>confidence</th>\n",
+       "      <th>Topic_key_word</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0</td>\n",
+       "      <td>Actually most of her supporters and sane peopl...</td>\n",
+       "      <td>Quinnjester</td>\n",
+       "      <td>politics</td>\n",
+       "      <td>2016-09</td>\n",
+       "      <td>Hillary's Surrogotes Told to Blame Media for '...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.974983</td>\n",
+       "      <td>TODO 2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0</td>\n",
+       "      <td>They can't survive without an echo chamber whi...</td>\n",
+       "      <td>TheGettysburgAddress</td>\n",
+       "      <td>The_Donald</td>\n",
+       "      <td>2016-11</td>\n",
+       "      <td>Thank God Liberals like to live in concentrate...</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0.956885</td>\n",
+       "      <td>TODO 2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0</td>\n",
+       "      <td>you're pretty cute yourself 1729 total</td>\n",
+       "      <td>Sempiternally_free</td>\n",
+       "      <td>2007scape</td>\n",
+       "      <td>2016-11</td>\n",
+       "      <td>Saw this cutie training his Attack today...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.899885</td>\n",
+       "      <td>TODO 2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0</td>\n",
+       "      <td>If you kill me you'll crash the meme market</td>\n",
+       "      <td>Catacomb82</td>\n",
+       "      <td>AskReddit</td>\n",
+       "      <td>2016-10</td>\n",
+       "      <td>If you were locked in a room with 49 other peo...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.905721</td>\n",
+       "      <td>TODO 2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0</td>\n",
+       "      <td>I bet he wrote that last message as he was sob...</td>\n",
+       "      <td>Dorian-throwaway</td>\n",
+       "      <td>niceguys</td>\n",
+       "      <td>2016-11</td>\n",
+       "      <td>You're not even that pretty!</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0.589593</td>\n",
+       "      <td>TODO 2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251603</th>\n",
+       "      <td>1</td>\n",
+       "      <td>Respect your elders you little snot.</td>\n",
+       "      <td>Tiffany_Butler</td>\n",
+       "      <td>sports</td>\n",
+       "      <td>2009-06</td>\n",
+       "      <td>Aren't you a little old to be on the internet,...</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0.852649</td>\n",
+       "      <td>TODO 1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251604</th>\n",
+       "      <td>1</td>\n",
+       "      <td>I'm just glad they won't be using taxpayer mon...</td>\n",
+       "      <td>harryballsagna</td>\n",
+       "      <td>canada</td>\n",
+       "      <td>2009-06</td>\n",
+       "      <td>\"I'm sorry, I can't hear you over the sound of...</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0.974458</td>\n",
+       "      <td>TODO 0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251605</th>\n",
+       "      <td>1</td>\n",
+       "      <td>what.. with this awesome narration?</td>\n",
+       "      <td>aberant</td>\n",
+       "      <td>lost</td>\n",
+       "      <td>2009-04</td>\n",
+       "      <td>So far, so lame.</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0.809398</td>\n",
+       "      <td>TODO 1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251606</th>\n",
+       "      <td>1</td>\n",
+       "      <td>He looks trustworthy.</td>\n",
+       "      <td>permaculture</td>\n",
+       "      <td>unitedkingdom</td>\n",
+       "      <td>2009-01</td>\n",
+       "      <td>\"I don't care\" says Lapland boss</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0.979738</td>\n",
+       "      <td>TODO 4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251607</th>\n",
+       "      <td>1</td>\n",
+       "      <td>Well yeah, but it'll work this time.</td>\n",
+       "      <td>SovereignMan</td>\n",
+       "      <td>politics</td>\n",
+       "      <td>2009-02</td>\n",
+       "      <td>When their efforts failed, as they usually did...</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0.975283</td>\n",
+       "      <td>TODO 1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5000 rows × 9 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        label                                            comment  \\\n",
+       "0           0  Actually most of her supporters and sane peopl...   \n",
+       "1           0  They can't survive without an echo chamber whi...   \n",
+       "2           0             you're pretty cute yourself 1729 total   \n",
+       "3           0        If you kill me you'll crash the meme market   \n",
+       "4           0  I bet he wrote that last message as he was sob...   \n",
+       "...       ...                                                ...   \n",
+       "251603      1               Respect your elders you little snot.   \n",
+       "251604      1  I'm just glad they won't be using taxpayer mon...   \n",
+       "251605      1                what.. with this awesome narration?   \n",
+       "251606      1                              He looks trustworthy.   \n",
+       "251607      1               Well yeah, but it'll work this time.   \n",
+       "\n",
+       "                        user      subreddit     date  \\\n",
+       "0                Quinnjester       politics  2016-09   \n",
+       "1       TheGettysburgAddress     The_Donald  2016-11   \n",
+       "2         Sempiternally_free      2007scape  2016-11   \n",
+       "3                 Catacomb82      AskReddit  2016-10   \n",
+       "4           Dorian-throwaway       niceguys  2016-11   \n",
+       "...                      ...            ...      ...   \n",
+       "251603        Tiffany_Butler         sports  2009-06   \n",
+       "251604        harryballsagna         canada  2009-06   \n",
+       "251605               aberant           lost  2009-04   \n",
+       "251606          permaculture  unitedkingdom  2009-01   \n",
+       "251607          SovereignMan       politics  2009-02   \n",
+       "\n",
+       "                                              sup_comment  prediction  \\\n",
+       "0       Hillary's Surrogotes Told to Blame Media for '...           0   \n",
+       "1       Thank God Liberals like to live in concentrate...           1   \n",
+       "2             Saw this cutie training his Attack today...           0   \n",
+       "3       If you were locked in a room with 49 other peo...           0   \n",
+       "4                            You're not even that pretty!           1   \n",
+       "...                                                   ...         ...   \n",
+       "251603  Aren't you a little old to be on the internet,...           1   \n",
+       "251604  \"I'm sorry, I can't hear you over the sound of...           1   \n",
+       "251605                                   So far, so lame.           1   \n",
+       "251606                   \"I don't care\" says Lapland boss           1   \n",
+       "251607  When their efforts failed, as they usually did...           1   \n",
+       "\n",
+       "        confidence Topic_key_word  \n",
+       "0         0.974983         TODO 2  \n",
+       "1         0.956885         TODO 2  \n",
+       "2         0.899885         TODO 2  \n",
+       "3         0.905721         TODO 2  \n",
+       "4         0.589593         TODO 2  \n",
+       "...            ...            ...  \n",
+       "251603    0.852649         TODO 1  \n",
+       "251604    0.974458         TODO 0  \n",
+       "251605    0.809398         TODO 1  \n",
+       "251606    0.979738         TODO 4  \n",
+       "251607    0.975283         TODO 1  \n",
+       "\n",
+       "[5000 rows x 9 columns]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pd.read_csv('./data/results.csv', index_col=0)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "torch_new",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.16"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}