mirror of
https://github.com/gradio-app/gradio.git
synced 2024-11-21 01:01:05 +08:00
handle model closing
This commit is contained in:
Abubakar Abid
parent
18b773f2ed
commit
835f17f2ba
@ -4,9 +4,10 @@
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@ -74,27 +75,39 @@
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@ -103,23 +116,11 @@
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@ -127,26 +128,17 @@
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@ -155,19 +147,41 @@
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@ -200,8 +214,8 @@
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@ -217,8 +231,6 @@
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@ -247,6 +259,8 @@
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@ -287,6 +301,9 @@
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@ -318,6 +335,16 @@
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@ -424,13 +451,6 @@
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@ -438,13 +458,6 @@
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@ -475,6 +488,27 @@
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@ -489,45 +523,10 @@
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@ -538,15 +537,68 @@
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|
||||
<provider selected="true" editor-type-id="text-editor">
|
||||
<state relative-caret-position="700">
|
||||
<caret line="28" column="11" selection-start-line="28" selection-start-column="11" selection-end-line="28" selection-end-column="11" />
|
||||
</state>
|
||||
</provider>
|
||||
</entry>
|
||||
<entry file="file://$PROJECT_DIR$/templates/all_io.html">
|
||||
<provider selected="true" editor-type-id="text-editor">
|
||||
<state relative-caret-position="375">
|
||||
<caret line="24" column="11" selection-start-line="24" selection-start-column="11" selection-end-line="24" selection-end-column="11" />
|
||||
<folding>
|
||||
<element signature="n#style#0;n#div#0;n#body#0;n#html#0;n#!!top" expanded="true" />
|
||||
<element signature="n#style#0;n#span#0;n#strong#0;n#em#0;n#li#0;n#ul#1;n#div#0;n#nav#0;n#body#0;n#html#0;n#!!top" expanded="true" />
|
||||
</folding>
|
||||
</state>
|
||||
</provider>
|
||||
</entry>
|
||||
<entry file="file://$PROJECT_DIR$/js/all-io.js">
|
||||
<provider selected="true" editor-type-id="text-editor">
|
||||
<state relative-caret-position="75">
|
||||
<caret line="3" column="13" lean-forward="true" selection-start-line="3" selection-start-column="13" selection-end-line="3" selection-end-column="13" />
|
||||
</state>
|
||||
</provider>
|
||||
</entry>
|
||||
<entry file="file://$PROJECT_DIR$/css/draw-a-digit.css">
|
||||
<provider selected="true" editor-type-id="text-editor">
|
||||
<state relative-caret-position="564">
|
||||
<caret line="52" column="4" selection-start-line="52" selection-start-column="4" selection-end-line="52" selection-end-column="4" />
|
||||
</state>
|
||||
</provider>
|
||||
</entry>
|
||||
</component>
|
||||
</project>
|
||||
@ -44,81 +44,6 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import base64\n",
|
||||
"from PIL import Image\n",
|
||||
"from io import BytesIO\n",
|
||||
"import numpy as np\n",
|
||||
"\n",
|
||||
"def resize_and_crop(img, size, crop_type='top'):\n",
|
||||
" \"\"\"\n",
|
||||
" Resize and crop an image to fit the specified size.\n",
|
||||
" args:\n",
|
||||
" img_path: path for the image to resize.\n",
|
||||
" modified_path: path to store the modified image.\n",
|
||||
" size: `(width, height)` tuple.\n",
|
||||
" crop_type: can be 'top', 'middle' or 'bottom', depending on this\n",
|
||||
" value, the image will cropped getting the 'top/left', 'midle' or\n",
|
||||
" 'bottom/rigth' of the image to fit the size.\n",
|
||||
" raises:\n",
|
||||
" Exception: if can not open the file in img_path of there is problems\n",
|
||||
" to save the image.\n",
|
||||
" ValueError: if an invalid `crop_type` is provided.\n",
|
||||
" \"\"\"\n",
|
||||
" # Get current and desired ratio for the images\n",
|
||||
" img_ratio = img.size[0] / float(img.size[1])\n",
|
||||
" ratio = size[0] / float(size[1])\n",
|
||||
" # The image is scaled/cropped vertically or horizontally depending on the ratio\n",
|
||||
" if ratio > img_ratio:\n",
|
||||
" img = img.resize((size[0], size[0] * img.size[1] / img.size[0]),\n",
|
||||
" Image.ANTIALIAS)\n",
|
||||
" # Crop in the top, middle or bottom\n",
|
||||
" if crop_type == 'top':\n",
|
||||
" box = (0, 0, img.size[0], size[1])\n",
|
||||
" elif crop_type == 'middle':\n",
|
||||
" box = (0, (img.size[1] - size[1]) / 2, img.size[0], (img.size[1] + size[1]) / 2)\n",
|
||||
" elif crop_type == 'bottom':\n",
|
||||
" box = (0, img.size[1] - size[1], img.size[0], img.size[1])\n",
|
||||
" else:\n",
|
||||
" raise ValueError('ERROR: invalid value for crop_type')\n",
|
||||
" img = img.crop(box)\n",
|
||||
" elif ratio < img_ratio:\n",
|
||||
" img = img.resize((size[1] * img.size[0] / img.size[1], size[1]),\n",
|
||||
" Image.ANTIALIAS)\n",
|
||||
" # Crop in the top, middle or bottom\n",
|
||||
" if crop_type == 'top':\n",
|
||||
" box = (0, 0, size[0], img.size[1])\n",
|
||||
" elif crop_type == 'middle':\n",
|
||||
" box = ((img.size[0] - size[0]) / 2, 0, (img.size[0] + size[0]) / 2, img.size[1])\n",
|
||||
" elif crop_type == 'bottom':\n",
|
||||
" box = (img.size[0] - size[0], 0, img.size[0], img.size[1])\n",
|
||||
" else:\n",
|
||||
" raise ValueError('ERROR: invalid value for crop_type')\n",
|
||||
" img = img.crop(box)\n",
|
||||
" else:\n",
|
||||
" img = img.resize((size[0], size[1]),\n",
|
||||
" Image.ANTIALIAS)\n",
|
||||
" # If the scale is the same, we do not need to crop\n",
|
||||
" return img\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"def _pre_process(imgstring):\n",
|
||||
" \"\"\"\n",
|
||||
" \"\"\"\n",
|
||||
" content = imgstring.split(';')[1]\n",
|
||||
" image_encoded = content.split(',')[1]\n",
|
||||
" body = base64.decodebytes(image_encoded.encode('utf-8'))\n",
|
||||
" im = Image.open(BytesIO(base64.b64decode(image_encoded))).convert('L')\n",
|
||||
" im = resize_and_crop(im, (28, 28))\n",
|
||||
" array = np.array(im).flatten().reshape(1, 28, 28, 1)\n",
|
||||
" return array"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
@ -128,12 +53,12 @@
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Model available locally at: http://localhost:6002/templates/tmp_html.html\n",
|
||||
"Model available publicly for 8 hours at: http://57d2bd20.ngrok.io/templates/tmp_html.html\n"
|
||||
"Model available publicly for 8 hours at: https://57d2bd20.ngrok.io/templates/tmp_html.html\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"iface = gradio.Interface(input='sketchpad', output='class', model=model, model_type='keras', preprocessing_fn=_pre_process)\n",
|
||||
"iface = gradio.Interface(input='sketchpad', output='class', model=model, model_type='keras')\n",
|
||||
"iface.launch()"
|
||||
]
|
||||
}
|
||||
|
||||
@ -49,3 +49,15 @@ body {
|
||||
background: black;
|
||||
color: white;
|
||||
}
|
||||
|
||||
div#overlay {
|
||||
opacity: 0.5;
|
||||
background: #000;
|
||||
width: 100%;
|
||||
height: 100%;
|
||||
z-index: 10;
|
||||
top: 0;
|
||||
left: 0;
|
||||
position: fixed;
|
||||
}
|
||||
|
||||
|
||||
@ -3,6 +3,12 @@ try {
|
||||
ws.onerror = function(evt) {
|
||||
notifyError(evt)
|
||||
};
|
||||
ws.onclose = function(event) {
|
||||
console.log("WebSocket is closed now.");
|
||||
$('#model-status').html('Model: closed');
|
||||
$('#model-status').css('color', '#e23e44');
|
||||
$('#overlay').css('visibility','visible')
|
||||
};
|
||||
|
||||
} catch (e) {
|
||||
notifyError(e)
|
||||
|
||||
@ -22,7 +22,7 @@
|
||||
</head>
|
||||
|
||||
<body>
|
||||
|
||||
<div id="overlay" style="visibility: hidden"></div>
|
||||
<nav class="navbar navbar-expand-md navbar-dark bg-dark fixed-top">
|
||||
<a class="navbar-brand" href="#">Gradio</a>
|
||||
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarsExampleDefault" aria-controls="navbarsExampleDefault" aria-expanded="false" aria-label="Toggle navigation">
|
||||
@ -36,8 +36,8 @@
|
||||
<!--<li class="nav-item">-->
|
||||
<!--<a class="nav-link" href="#">Help</a>-->
|
||||
<!--</li>-->
|
||||
<li class="nav-item ">
|
||||
<a class="nav-link" href="http://www.siliconprep.com"><em>Gradio</em>, a tool by Silicon School</a>
|
||||
<li class="nav-item">
|
||||
<em><strong><span id="model-status" style="color:#3ee263">Model: running</strong></em>
|
||||
</li>
|
||||
</ul>
|
||||
</div>
|
||||
|
||||
@ -18,6 +18,7 @@
|
||||
<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css" rel="stylesheet"/>
|
||||
</head>
|
||||
<body>
|
||||
<div id="overlay" style="visibility: hidden"></div>
|
||||
<nav class="navbar navbar-expand-md navbar-dark bg-dark fixed-top">
|
||||
<a class="navbar-brand" href="#">Gradio</a>
|
||||
<button aria-controls="navbarsExampleDefault" aria-expanded="false" aria-label="Toggle navigation" class="navbar-toggler" data-target="#navbarsExampleDefault" data-toggle="collapse" type="button">
|
||||
@ -31,7 +32,7 @@
|
||||
<!--<a class="nav-link" href="#">Help</a>-->
|
||||
<!--</li>-->
|
||||
<li class="nav-item">
|
||||
<a class="nav-link" href="http://www.siliconprep.com"><em>Gradio</em>, a tool by Silicon School</a>
|
||||
<em><strong><span id="model-status" style="color:#3ee263">Model: running</span></strong></em>
|
||||
</li>
|
||||
</ul>
|
||||
</div>
|
||||
|
||||
Loading…
Reference in New Issue
Block a user