v2

VIX.csv

@@ -0,0 +1,2 @@
+SPY,407.20
+VIX,20.02

_test.ipynb

@@ -2,23 +2,16 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
     "import math\n",
     "import pandas as pd\n",
     "\n",
-    "def vix_spy_csv(csv_name):\n",
-    "    df = pd.read_csv(csv_name, header=None)\n",
-    "    df.index = df.pop(0)\n",
-    "    vix_spy_dict = df.to_dict()[1]\n",
-    "\n",
-    "    def vix_calculator(vix, spy, days=365):\n",
-    "        score = ( (vix / math.sqrt(days)) / 100 )\n",
-    "        return spy*(1-score), spy*(1+score)\n",
-    "\n",
-    "    return vix_calculator(vix_spy_dict['VIX'], vix_spy_dict['SPY'], days=365)\n",
+    "def vix_calculator(vix, spy, days=365):\n",
+    "    score = ( (vix / math.sqrt(days)) / 100 )\n",
+    "    return spy*(1-score), spy*(1+score)\n",
     "\n",
     "# val1, val2 = (vix_spy_csv('VIX.csv'))\n",
     "# print ('Volatility Range: ' + str(val1) + ' - ' + str(val2))"
@@ -26,7 +19,128 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 19,
+   "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>0</th>\n",
+       "      <th>1</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>SPY</td>\n",
+       "      <td>407.20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>VIX</td>\n",
+       "      <td>20.02</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     0       1\n",
+       "0  SPY  407.20\n",
+       "1  VIX   20.02"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pd.read_csv('VIX.csv', header=None)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "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>0</th>\n",
+       "      <th>1</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>SPY</td>\n",
+       "      <td>399.07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>VIX</td>\n",
+       "      <td>22.70</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     0       1\n",
+       "0  SPY  399.07\n",
+       "1  VIX   22.70"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = pd.read_excel('VIX.xlsx', header=None)\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -35,7 +149,7 @@
      "text": [
       "IMPORTANT: You are using gradio version 3.13.0, however version 3.14.0 is available, please upgrade.\n",
       "--------\n",
-      "Running on local URL:  http://127.0.0.1:7865\n",
+      "Running on local URL:  http://127.0.0.1:7873\n",
       "\n",
       "To create a public link, set `share=True` in `launch()`.\n"
      ]
@@ -43,7 +157,7 @@
     {
      "data": {
       "text/html": [
-       "<div><iframe src=\"http://127.0.0.1:7865/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
+       "<div><iframe src=\"http://127.0.0.1:7873/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
       ],
       "text/plain": [
        "<IPython.core.display.HTML object>"
@@ -56,30 +170,16 @@
      "data": {
       "text/plain": []
      },
-     "execution_count": 7,
+     "execution_count": 23,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
-     "name": "stderr",
+     "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Traceback (most recent call last):\n",
-      "  File \"c:\\Users\\ardit\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\gradio\\routes.py\", line 297, in run_predict\n",
-      "    output = await app.blocks.process_api(\n",
-      "  File \"c:\\Users\\ardit\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\gradio\\blocks.py\", line 1007, in process_api\n",
-      "    result = await self.call_function(fn_index, inputs, iterator, request)\n",
-      "  File \"c:\\Users\\ardit\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\gradio\\blocks.py\", line 848, in call_function\n",
-      "    prediction = await anyio.to_thread.run_sync(\n",
-      "  File \"c:\\Users\\ardit\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\anyio\\to_thread.py\", line 31, in run_sync\n",
-      "    return await get_asynclib().run_sync_in_worker_thread(\n",
-      "  File \"c:\\Users\\ardit\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\anyio\\_backends\\_asyncio.py\", line 937, in run_sync_in_worker_thread\n",
-      "    return await future\n",
-      "  File \"c:\\Users\\ardit\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\anyio\\_backends\\_asyncio.py\", line 867, in run\n",
-      "    result = context.run(func, *args)\n",
-      "  File \"C:\\Users\\ardit\\AppData\\Local\\Temp\\ipykernel_616\\2025908543.py\", line 11, in greet\n",
-      "    output = vix_spy_csv(file1.name)\n",
-      "NameError: name 'vix_spy_csv' is not defined\n"
+      "{'SPY': 399.07, 'VIX': 22.7}\n",
+      "(394.3283607853106, 403.81163921468936)\n"
      ]
     }
    ],
@@ -94,12 +194,26 @@
     "#multiple inputs are passed as arguments for the same function greet\n",
     "def greet(file1):\n",
     "    # df = pd.read_csv(file1.name)\n",
-    "    output = vix_spy_csv(file1.name)\n",
+    "    if 'csv' in file1.name:\n",
+    "        df = pd.read_csv(file1.name, header=None)\n",
+    "        df[0] = df[0].apply(lambda x : x.replace(',', ''))\n",
+    "\n",
+    "    if 'xlsx' in file1.name:\n",
+    "        df = pd.read_excel(file1.name, header=None)\n",
+    "        df[0] = df[0].apply(lambda x : x.replace(',', ''))\n",
+    "\n",
+    "    df.index = df.pop(0)\n",
+    "    vix_spy_dict = df.to_dict()[1]\n",
+    "\n",
+    "    print(vix_spy_dict)\n",
+    "\n",
+    "    output = vix_calculator(vix_spy_dict['VIX'], vix_spy_dict['SPY'], days=365)\n",
+    "\n",
     "    print(output)\n",
     "    return str(output)\n",
     "\n",
     "# iface = gr.Interface(fn=greet, inputs=[\"file\", \"file\", gr.inputs.Textbox(placeholder=\"Enter Question here...\")], outputs=\"text\")\n",
-    "iface = gr.Interface(fn=greet, inputs=['file'], outputs=\"file\")\n",
+    "iface = gr.Interface(fn=greet, inputs=['file'], outputs=\"text\")\n",
     "# iface.launch(share=True)\n",
     "iface.launch(share=False)"
    ]

app.py

@@ -1,25 +1,35 @@
 import gradio as gr
 import pandas as pd
 import numpy as np
-import os
 import math
-os.system('pip install openpyxl')
-
-def vix_spy_csv(csv_name):
-    df = pd.read_csv(csv_name, header=None)
-    df.index = df.pop(0)
-    vix_spy_dict = df.to_dict()[1]
+import os
+# os.system('pip install openpyxl')
 
-    def vix_calculator(vix, spy, days=365):
-        score = ( (vix / math.sqrt(days)) / 100 )
-        return spy*(1-score), spy*(1+score)
+def vix_calculator(vix, spy, days=365):
+    score = ( (vix / math.sqrt(days)) / 100 )
+    return spy*(1-score), spy*(1+score)
 
-    return vix_calculator(vix_spy_dict['VIX'], vix_spy_dict['SPY'], days=365)
+# val1, val2 = (vix_spy_csv('VIX.csv'))
+# print ('Volatility Range: ' + str(val1) + ' - ' + str(val2))
 
 #multiple inputs are passed as arguments for the same function greet
 def greet(file1):
     # df = pd.read_csv(file1.name)
-    output = vix_spy_csv(file1.name)
+    if 'csv' in file1.name:
+        df = pd.read_csv(file1.name, header=None)
+        df[0] = df[0].apply(lambda x : x.replace(',', ''))
+
+    if 'xlsx' in file1.name:
+        df = pd.read_excel(file1.name, header=None)
+        df[0] = df[0].apply(lambda x : x.replace(',', ''))
+
+    df.index = df.pop(0)
+    vix_spy_dict = df.to_dict()[1]
+
+    print(vix_spy_dict)
+
+    output = vix_calculator(vix_spy_dict['VIX'], vix_spy_dict['SPY'], days=365)
+
     print(output)
     return str(output)