added model file

app.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting gradio\n",
+      "  Downloading gradio-3.6-py3-none-any.whl (5.3 MB)\n",
+      "\u001b[K     |████████████████████████████████| 5.3 MB 3.8 MB/s eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: pandas in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from gradio) (1.4.2)\n",
+      "Collecting paramiko\n",
+      "  Downloading paramiko-2.11.0-py2.py3-none-any.whl (212 kB)\n",
+      "\u001b[K     |████████████████████████████████| 212 kB 25.4 MB/s eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: pyyaml in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from gradio) (6.0)\n",
+      "Collecting uvicorn\n",
+      "  Downloading uvicorn-0.19.0-py3-none-any.whl (56 kB)\n",
+      "\u001b[K     |████████████████████████████████| 56 kB 15.3 MB/s eta 0:00:01\n",
+      "\u001b[?25hCollecting fastapi\n",
+      "  Downloading fastapi-0.85.1-py3-none-any.whl (55 kB)\n",
+      "\u001b[K     |████████████████████████████████| 55 kB 16.2 MB/s eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: aiohttp in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from gradio) (3.8.1)\n",
+      "Collecting pycryptodome\n",
+      "  Downloading pycryptodome-3.15.0-cp35-abi3-macosx_10_9_x86_64.whl (1.6 MB)\n",
+      "\u001b[K     |████████████████████████████████| 1.6 MB 95.4 MB/s eta 0:00:01\n",
+      "\u001b[?25hCollecting h11<0.13,>=0.11\n",
+      "  Downloading h11-0.12.0-py3-none-any.whl (54 kB)\n",
+      "\u001b[K     |████████████████████████████████| 54 kB 9.5 MB/s  eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: numpy in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from gradio) (1.21.5)\n",
+      "Collecting httpx\n",
+      "  Downloading httpx-0.23.0-py3-none-any.whl (84 kB)\n",
+      "\u001b[K     |████████████████████████████████| 84 kB 11.8 MB/s eta 0:00:01\n",
+      "\u001b[?25hCollecting markdown-it-py[linkify,plugins]\n",
+      "  Downloading markdown_it_py-2.1.0-py3-none-any.whl (84 kB)\n",
+      "\u001b[K     |████████████████████████████████| 84 kB 12.8 MB/s eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: matplotlib in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from gradio) (3.5.1)\n",
+      "Collecting orjson\n",
+      "  Downloading orjson-3.8.0-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (483 kB)\n",
+      "\u001b[K     |████████████████████████████████| 483 kB 19.1 MB/s eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: requests in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from gradio) (2.27.1)\n",
+      "Requirement already satisfied: fsspec in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from gradio) (2022.2.0)\n",
+      "Requirement already satisfied: pillow in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from gradio) (9.0.1)\n",
+      "Collecting pydantic\n",
+      "  Downloading pydantic-1.10.2-cp39-cp39-macosx_10_9_x86_64.whl (3.2 MB)\n",
+      "\u001b[K     |████████████████████████████████| 3.2 MB 24.8 MB/s eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: jinja2 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from gradio) (2.11.3)\n",
+      "Collecting ffmpy\n",
+      "  Downloading ffmpy-0.3.0.tar.gz (4.8 kB)\n",
+      "Collecting python-multipart\n",
+      "  Downloading python-multipart-0.0.5.tar.gz (32 kB)\n",
+      "Collecting pydub\n",
+      "  Downloading pydub-0.25.1-py2.py3-none-any.whl (32 kB)\n",
+      "Collecting websockets\n",
+      "  Downloading websockets-10.3-cp39-cp39-macosx_10_9_x86_64.whl (97 kB)\n",
+      "\u001b[K     |████████████████████████████████| 97 kB 14.0 MB/s eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: aiosignal>=1.1.2 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from aiohttp->gradio) (1.2.0)\n",
+      "Requirement already satisfied: multidict<7.0,>=4.5 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from aiohttp->gradio) (5.2.0)\n",
+      "Requirement already satisfied: yarl<2.0,>=1.0 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from aiohttp->gradio) (1.6.3)\n",
+      "Requirement already satisfied: attrs>=17.3.0 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from aiohttp->gradio) (21.4.0)\n",
+      "Requirement already satisfied: frozenlist>=1.1.1 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from aiohttp->gradio) (1.2.0)\n",
+      "Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from aiohttp->gradio) (4.0.1)\n",
+      "Requirement already satisfied: charset-normalizer<3.0,>=2.0 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from aiohttp->gradio) (2.0.4)\n",
+      "Requirement already satisfied: typing-extensions>=3.6.5 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from async-timeout<5.0,>=4.0.0a3->aiohttp->gradio) (4.1.1)\n",
+      "Requirement already satisfied: idna>=2.0 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from yarl<2.0,>=1.0->aiohttp->gradio) (3.3)\n",
+      "Collecting starlette==0.20.4\n",
+      "  Downloading starlette-0.20.4-py3-none-any.whl (63 kB)\n",
+      "\u001b[K     |████████████████████████████████| 63 kB 8.9 MB/s  eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: anyio<5,>=3.4.0 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from starlette==0.20.4->fastapi->gradio) (3.5.0)\n",
+      "Requirement already satisfied: sniffio>=1.1 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from anyio<5,>=3.4.0->starlette==0.20.4->fastapi->gradio) (1.2.0)\n",
+      "Requirement already satisfied: certifi in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from httpx->gradio) (2021.10.8)\n",
+      "Collecting rfc3986[idna2008]<2,>=1.3\n",
+      "  Downloading rfc3986-1.5.0-py2.py3-none-any.whl (31 kB)\n",
+      "Collecting httpcore<0.16.0,>=0.15.0\n",
+      "  Downloading httpcore-0.15.0-py3-none-any.whl (68 kB)\n",
+      "\u001b[K     |████████████████████████████████| 68 kB 22.0 MB/s eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: MarkupSafe>=0.23 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from jinja2->gradio) (2.0.1)\n",
+      "Collecting mdurl~=0.1\n",
+      "  Downloading mdurl-0.1.2-py3-none-any.whl (10.0 kB)\n",
+      "Collecting mdit-py-plugins\n",
+      "  Downloading mdit_py_plugins-0.3.1-py3-none-any.whl (46 kB)\n",
+      "\u001b[K     |████████████████████████████████| 46 kB 15.9 MB/s eta 0:00:01\n",
+      "\u001b[?25hCollecting linkify-it-py~=1.0\n",
+      "  Downloading linkify_it_py-1.0.3-py3-none-any.whl (19 kB)\n",
+      "Collecting uc-micro-py\n",
+      "  Downloading uc_micro_py-1.0.1-py3-none-any.whl (6.2 kB)\n",
+      "Requirement already satisfied: pyparsing>=2.2.1 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from matplotlib->gradio) (3.0.4)\n",
+      "Requirement already satisfied: cycler>=0.10 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from matplotlib->gradio) (0.11.0)\n",
+      "Requirement already satisfied: kiwisolver>=1.0.1 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from matplotlib->gradio) (1.3.2)\n",
+      "Requirement already satisfied: packaging>=20.0 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from matplotlib->gradio) (21.3)\n",
+      "Requirement already satisfied: python-dateutil>=2.7 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from matplotlib->gradio) (2.8.2)\n",
+      "Requirement already satisfied: fonttools>=4.22.0 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from matplotlib->gradio) (4.25.0)\n",
+      "Requirement already satisfied: six>=1.5 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from python-dateutil>=2.7->matplotlib->gradio) (1.16.0)\n",
+      "Requirement already satisfied: pytz>=2020.1 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from pandas->gradio) (2021.3)\n",
+      "Collecting pynacl>=1.0.1\n",
+      "  Downloading PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl (349 kB)\n",
+      "\u001b[K     |████████████████████████████████| 349 kB 15.8 MB/s eta 0:00:01\n",
+      "\u001b[?25hRequirement already satisfied: bcrypt>=3.1.3 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from paramiko->gradio) (3.2.0)\n",
+      "Requirement already satisfied: cryptography>=2.5 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from paramiko->gradio) (3.4.8)\n",
+      "Requirement already satisfied: cffi>=1.1 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from bcrypt>=3.1.3->paramiko->gradio) (1.15.0)\n",
+      "Requirement already satisfied: pycparser in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from cffi>=1.1->bcrypt>=3.1.3->paramiko->gradio) (2.21)\n",
+      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from requests->gradio) (1.26.9)\n",
+      "Requirement already satisfied: click>=7.0 in /Users/dinglab/opt/anaconda3/lib/python3.9/site-packages (from uvicorn->gradio) (8.0.4)\n",
+      "Building wheels for collected packages: ffmpy, python-multipart\n",
+      "  Building wheel for ffmpy (setup.py) ... \u001b[?25ldone\n",
+      "\u001b[?25h  Created wheel for ffmpy: filename=ffmpy-0.3.0-py3-none-any.whl size=4712 sha256=51dd2d770517fb8d6fbde09ce138e4f739e1b5cde0ceaf79360170d436984e38\n",
+      "  Stored in directory: /Users/dinglab/Library/Caches/pip/wheels/91/e2/96/f676aa08bfd789328c6576cd0f1fde4a3d686703bb0c247697\n",
+      "  Building wheel for python-multipart (setup.py) ... \u001b[?25ldone\n",
+      "\u001b[?25h  Created wheel for python-multipart: filename=python_multipart-0.0.5-py3-none-any.whl size=31678 sha256=1003fb9bd410d535b246e156b16f4cd2f0ff15995dbf4d175865d59765170d7f\n",
+      "  Stored in directory: /Users/dinglab/Library/Caches/pip/wheels/fe/04/d1/a10661cc45f03c3cecda50deb2d2c22f57b4e84a75b2a5987e\n",
+      "Successfully built ffmpy python-multipart\n",
+      "Installing collected packages: mdurl, uc-micro-py, rfc3986, markdown-it-py, h11, starlette, pynacl, pydantic, mdit-py-plugins, linkify-it-py, httpcore, websockets, uvicorn, python-multipart, pydub, pycryptodome, paramiko, orjson, httpx, ffmpy, fastapi, gradio\n",
+      "Successfully installed fastapi-0.85.1 ffmpy-0.3.0 gradio-3.6 h11-0.12.0 httpcore-0.15.0 httpx-0.23.0 linkify-it-py-1.0.3 markdown-it-py-2.1.0 mdit-py-plugins-0.3.1 mdurl-0.1.2 orjson-3.8.0 paramiko-2.11.0 pycryptodome-3.15.0 pydantic-1.10.2 pydub-0.25.1 pynacl-1.5.0 python-multipart-0.0.5 rfc3986-1.5.0 starlette-0.20.4 uc-micro-py-1.0.1 uvicorn-0.19.0 websockets-10.3\n"
+     ]
+    }
+   ],
+   "source": [
+    "#|default_exp app\n",
+    "!pip install gradio"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ModuleNotFoundError",
+     "evalue": "No module named 'fastai'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn [2], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[39m#|export\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mfastai\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mvision\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mall\u001b[39;00m \u001b[39mimport\u001b[39;00m \u001b[39m*\u001b[39m\n\u001b[1;32m      3\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mgradio\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mgr\u001b[39;00m\n",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'fastai'"
+     ]
+    }
+   ],
+   "source": [
+    "#|export\n",
+    "from fastai.vision.all import *\n",
+    "import gradio as gr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3.9.6 64-bit",
+   "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": "3.9.6"
+  },
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

app.py

@@ -4,4 +4,4 @@ def greet(name):
     return "Hello " + name + "!!"
 
 iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+iface.launch()

donut_model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c2f49dab6871874af51e46fb0047286a4f49606de4c25250b11d357af943eae9
+size 46956203