fix exports from notebook

app.py

@@ -1,9 +1,28 @@
-# AUTOGENERATED! DO NOT EDIT! File to edit: ../elephants.ipynb.
+# AUTOGENERATED! DO NOT EDIT! File to edit: ./elephants.ipynb.
 
 # %% auto 0
-__all__ = []
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
 
-# %% ../elephants.ipynb 2
+# %% ./elephants.ipynb 2
 from fastai.vision.all import *
 import gradio as gr
 import timm
+
+# %% ./elephants.ipynb 4
+learn = load_learner('model.pkl')
+
+# %% ./elephants.ipynb 6
+categories = learn.dls.vocab
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# %% ./elephants.ipynb 8
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['baby_african_elephant.jpg', 'baby_asian_elephant.jpg', 'mammoth_plushie.jpg']
+
+# %% ./elephants.ipynb 9
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

elephants.ipynb

@@ -63,7 +63,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "#export\n",
+    "#|export\n",
     "learn = load_learner('model.pkl')"
    ]
   },
@@ -132,7 +132,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "#export\n",
+    "#|export\n",
     "categories = learn.dls.vocab\n",
     "\n",
     "def classify_image(img):\n",
@@ -222,7 +222,7 @@
     }
    ],
    "source": [
-    "#export\n",
+    "#|export\n",
     "image = gr.inputs.Image(shape=(192, 192))\n",
     "label = gr.outputs.Label()\n",
     "examples = ['baby_african_elephant.jpg', 'baby_asian_elephant.jpg', 'mammoth_plushie.jpg']"
@@ -230,7 +230,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 16,
    "id": "4f463e23",
    "metadata": {
     "scrolled": true
@@ -240,30 +240,103 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Running on local URL:  http://127.0.0.1:7860\n",
-      "Running on public URL: https://388ff8a9222725f3f3.gradio.live\n",
+      "Running on local URL:  http://127.0.0.1:7861\n",
       "\n",
-      "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n"
+      "To create a public link, set `share=True` in `launch()`.\n"
      ]
     },
     {
      "data": {
       "text/plain": []
      },
-     "execution_count": 11,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<style>\n",
+       "    /* Turns off some styling */\n",
+       "    progress {\n",
+       "        /* gets rid of default border in Firefox and Opera. */\n",
+       "        border: none;\n",
+       "        /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
+       "        background-size: auto;\n",
+       "    }\n",
+       "    progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
+       "        background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
+       "    }\n",
+       "    .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
+       "        background: #F44336;\n",
+       "    }\n",
+       "</style>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<style>\n",
+       "    /* Turns off some styling */\n",
+       "    progress {\n",
+       "        /* gets rid of default border in Firefox and Opera. */\n",
+       "        border: none;\n",
+       "        /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
+       "        background-size: auto;\n",
+       "    }\n",
+       "    progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
+       "        background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
+       "    }\n",
+       "    .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
+       "        background: #F44336;\n",
+       "    }\n",
+       "</style>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "#export\n",
+    "#|export\n",
     "intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
-    "intf.launch(inline=False, share=True)"
+    "intf.launch(inline=False)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 17,
    "id": "ff9d5c73",
    "metadata": {},
    "outputs": [],
@@ -273,7 +346,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 21,
    "id": "eb95104b",
    "metadata": {},
    "outputs": [
@@ -286,7 +359,7 @@
     }
    ],
    "source": [
-    "nbdev.export.nb_export('elephants.ipynb', 'app.py')\n",
+    "nbdev.export.nb_export('elephants.ipynb', './app')\n",
     "print('Export successful')"
    ]
   },