yolo

app/dashboard.ipynb

@@ -2,14 +2,14 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/b4/lwfgccm95kqd2skcwvrt2fr00000gn/T/ipykernel_23769/1782084106.py:82: FutureWarning:\n",
+      "/var/folders/b4/lwfgccm95kqd2skcwvrt2fr00000gn/T/ipykernel_36332/1038910995.py:82: FutureWarning:\n",
       "\n",
       "Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
       "\n"
@@ -30,7 +30,7 @@
        "        "
       ],
       "text/plain": [
-       "<IPython.lib.display.IFrame at 0x2a978bdf0>"
+       "<IPython.lib.display.IFrame at 0x2ad7f79a0>"
       ]
      },
      "metadata": {},
@@ -40,7 +40,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/Users/ruimelo/Documents/GitHub/eda/app/core.py:20: SettingWithCopyWarning:\n",
+      "/Users/ruimelo/Documents/GitHub/eda/app/core.py:21: SettingWithCopyWarning:\n",
       "\n",
       "\n",
       "A value is trying to be set on a copy of a slice from a DataFrame\n",
@@ -53,75 +53,27 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "0\n"
+      "Sup Azevedo\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/Users/ruimelo/Documents/GitHub/eda/app/core.py:20: SettingWithCopyWarning:\n",
-      "\n",
-      "\n",
-      "A value is trying to be set on a copy of a slice from a DataFrame\n",
-      "\n",
-      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
-      "\n",
-      "/Users/ruimelo/Documents/GitHub/eda/app/core.py:31: SettingWithCopyWarning:\n",
+      "/Users/ruimelo/Documents/GitHub/eda/app/core.py:21: SettingWithCopyWarning:\n",
       "\n",
       "\n",
       "A value is trying to be set on a copy of a slice from a DataFrame\n",
       "\n",
       "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
-      "\n",
-      "[2024-09-17 19:32:00,521] ERROR in app: Exception on /_dash-update-component [POST]\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/flask/app.py\", line 1473, in wsgi_app\n",
-      "    response = self.full_dispatch_request()\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/flask/app.py\", line 882, in full_dispatch_request\n",
-      "    rv = self.handle_user_exception(e)\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/flask/app.py\", line 880, in full_dispatch_request\n",
-      "    rv = self.dispatch_request()\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/flask/app.py\", line 865, in dispatch_request\n",
-      "    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)  # type: ignore[no-any-return]\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/dash/dash.py\", line 1376, in dispatch\n",
-      "    ctx.run(\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/dash/_callback.py\", line 514, in add_context\n",
-      "    raise err\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/dash/_callback.py\", line 503, in add_context\n",
-      "    output_value = _invoke_callback(func, *func_args, **func_kwargs)\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/dash/_callback.py\", line 43, in _invoke_callback\n",
-      "    return func(*args, **kwargs)  # %% callback invoked %%\n",
-      "  File \"/var/folders/b4/lwfgccm95kqd2skcwvrt2fr00000gn/T/ipykernel_23769/1782084106.py\", line 158, in recommend_wine_from_form\n",
-      "    user_rating_df['cluster'] = core.get_most_similar_user_clust(user_rating_df, user)\n",
-      "  File \"/Users/ruimelo/Documents/GitHub/eda/app/core.py\", line 34, in get_most_similar_user_clust\n",
-      "    cluster_avg = cluster_avg[new_user_ratings.index]\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/pandas/core/series.py\", line 1153, in __getitem__\n",
-      "    return self._get_with(key)\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/pandas/core/series.py\", line 1194, in _get_with\n",
-      "    return self.loc[key]\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/pandas/core/indexing.py\", line 1191, in __getitem__\n",
-      "    return self._getitem_axis(maybe_callable, axis=axis)\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/pandas/core/indexing.py\", line 1420, in _getitem_axis\n",
-      "    return self._getitem_iterable(key, axis=axis)\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/pandas/core/indexing.py\", line 1360, in _getitem_iterable\n",
-      "    keyarr, indexer = self._get_listlike_indexer(key, axis)\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/pandas/core/indexing.py\", line 1558, in _get_listlike_indexer\n",
-      "    keyarr, indexer = ax._get_indexer_strict(key, axis_name)\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/pandas/core/indexes/base.py\", line 6200, in _get_indexer_strict\n",
-      "    self._raise_if_missing(keyarr, indexer, axis_name)\n",
-      "  File \"/Users/ruimelo/anaconda3/envs/gan-nlp/lib/python3.10/site-packages/pandas/core/indexes/base.py\", line 6252, in _raise_if_missing\n",
-      "    raise KeyError(f\"{not_found} not in index\")\n",
-      "KeyError: \"['user'] not in index\"\n"
+      "\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Dedicado               2.0\n",
-      "user        temporary_user\n",
-      "Name: temporary_user, dtype: object\n"
+      "Sup Aura\n"
      ]
     }
    ],
@@ -230,7 +182,7 @@
     "            html.Div(\n",
     "                [\n",
     "                    #Dropdown for wine name\n",
-    "                    dcc.Dropdown(wine_list, wine_list[0], id='dropdown-selection'),\n",
+    "                    dcc.Dropdown(wine_list, wine_list[0], id='dropdown-selection-wine-form'),\n",
     "                    dcc.Input(id='input-wine-rating', type='number', placeholder='Enter wine rating', min=1, max=5),\n",
     "                ], className='six columns',\n",
     "            ),\n",
@@ -253,17 +205,15 @@
     "    Input('recommend-wine-from-form-reset', 'n_clicks'),\n",
     ")\n",
     "def reset_form(n_clicks):\n",
-    "    print(n_clicks)\n",
     "    if n_clicks > 0:\n",
     "        TEMPORARY_WINE_RECOMMENDATION_FORM_INFO.clear()\n",
     "        return 0\n",
-    "    \n",
     "\n",
     "@app.callback(\n",
     "    Output('recommended-wine-rating-info', 'children'),\n",
     "    Output('submit-button', 'n_clicks'),\n",
     "    Input('submit-button', 'n_clicks'),\n",
-    "    Input('dropdown-selection', 'value'),\n",
+    "    Input('dropdown-selection-wine-form', 'value'),\n",
     "    Input('input-wine-rating', 'value'),\n",
     ")\n",
     "def update_output(n_clicks, wine_name, rating):\n",
@@ -292,11 +242,6 @@
     "    return '', 0\n",
     "\n",
     "\n",
-    "\n",
-    "\n",
-    "\n",
-    "\n",
-    "\n",
     "@app.callback(\n",
     "    Output('dropdown-wr', 'options'),\n",
     "    Input('dropdown-wc', 'value')\n",
@@ -348,31 +293,32 @@
     "        return '404'\n",
     "    # You could also return a 404 \"URL not found\" page here\n",
     "\n",
-    "\n",
     "@app.callback(\n",
     "    Output('wine-recommendation', 'children'),\n",
+    "    Input('dropdown-selection', 'value')\n",
+    ")\n",
+    "def update_recommendation(value):\n",
+    "    if value:\n",
+    "        recommended_wines = core.get_top_5_similar_wines(value, wine_similarity_df)[1:]\n",
+    "        return f\"Based on ´{value}´, we recommend: \"+\"; \".join(recommended_wines)\n",
+    "    return ''\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "@app.callback(\n",
     "    Output('world-map-fig', 'figure'),\n",
     "    Output('wine-recommendation-from-user', 'children'),\n",
-    "    Input('dropdown-selection', 'value'),\n",
     "    Input('dropdown-wr', 'value'),\n",
     "    Input('dropdown-wc', 'value'),\n",
     "    Input('dropdown-selection-user', 'value')\n",
     ")\n",
-    "def update_graph(value,wr,wc, user_value):\n",
-    "    ### Wine Recommendation ###\n",
-    "    recommended_wines = None\n",
-    "    if value:\n",
-    "        recommended_wines = core.get_top_5_similar_wines(value, wine_similarity_df)[1:]\n",
-    "        recommended_wines = f\"Based on ´{value}´, we recommend: \"+\"; \".join(recommended_wines)\n",
-    "\n",
-    "\n",
+    "def update_graph(wr,wc, user_value):\n",
     "    ## Wine Recommendation from users feedback\n",
     "\n",
     "    wine_recommendation_from_user = core.recommend_wine_from_users(user_rating_df, user_value, 3)\n",
     "    wine_recommendation_from_user = f\"Based on user information, we recommend: \"+\"; \".join(wine_recommendation_from_user)\n",
     "\n",
-    "\n",
-    "\n",
     "    ### World Map of wineyards ###\n",
     "\n",
     "    geo_df = pd.read_csv('data/processed_wineyards.csv')\n",
@@ -402,7 +348,7 @@
     "    \n",
     "\n",
     "\n",
-    "    return recommended_wines, world_map_fig, wine_recommendation_from_user\n",
+    "    return world_map_fig, wine_recommendation_from_user\n",
     "\n",
     "\n",
     "if __name__ == \"__main__\":\n",