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This commit is contained in:
Abubakar Abid 2019-02-16 20:25:18 -08:00
parent b60716f5d0
commit c0a0ddf205
6 changed files with 161 additions and 94 deletions
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3
.gitignore vendored
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@ -3,3 +3,6 @@ venv
staticfiles
.env
*.sqlite3
.idea/*
.ipynb_checkpoints/*

14
.idea/deployment.xml Normal file
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@ -0,0 +1,14 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="PublishConfigData">
<serverData>
<paths name="a12d@arthur3:22">
<serverdata>
<mappings>
<mapping local="$PROJECT_DIR$" web="/" />
</mappings>
</serverdata>
</paths>
</serverData>
</component>
</project>

124
.idea/workspace.xml
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@ -2,8 +2,10 @@
<project version="4">
<component name="ChangeListManager">
<list default="true" id="fd73cd66-e80f-470e-a2ec-e220d3b6b864" name="Default Changelist" comment="">
<change beforePath="$PROJECT_DIR$/.idea/misc.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/misc.xml" afterDir="false" />
<change afterPath="$PROJECT_DIR$/.idea/deployment.xml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/.ipynb_checkpoints/Usage-checkpoint.ipynb" beforeDir="false" afterPath="$PROJECT_DIR$/.ipynb_checkpoints/Usage-checkpoint.ipynb" afterDir="false" />
<change beforePath="$PROJECT_DIR$/Usage.ipynb" beforeDir="false" afterPath="$PROJECT_DIR$/Usage.ipynb" afterDir="false" />
<change beforePath="$PROJECT_DIR$/gradio.py" beforeDir="false" afterPath="$PROJECT_DIR$/gradio.py" afterDir="false" />
</list>
<option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
@ -16,7 +18,7 @@
<session id="-278724352">
<usages-collector id="statistics.lifecycle.project">
<counts>
<entry key="project.closed" value="6" />
<entry key="project.closed" value="7" />
<entry key="project.open.time.0" value="1" />
<entry key="project.open.time.1" value="2" />
<entry key="project.open.time.10" value="1" />
@ -61,6 +63,36 @@
</counts>
</usages-collector>
</session>
<session id="1317707946">
<usages-collector id="statistics.lifecycle.project">
<counts>
<entry key="project.closed" value="2" />
<entry key="project.open.time.1" value="2" />
<entry key="project.open.time.6" value="1" />
<entry key="project.opened" value="3" />
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<entry key="py" value="1" />
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<counts>
<entry key="Python" value="1" />
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<counts>
<entry key="py" value="72" />
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<counts>
<entry key="Python" value="72" />
</counts>
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</session>
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<component name="FileEditorManager">
<leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
@ -68,7 +100,7 @@
<entry file="file://$PROJECT_DIR$/templates/draw_a_digit.html">
<provider selected="true" editor-type-id="text-editor">
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</state>
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@ -76,7 +108,7 @@
<file pinned="false" current-in-tab="false">
<entry file="file://$PROJECT_DIR$/index.html">
<provider selected="true" editor-type-id="text-editor">
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<element signature="n#style#0;n#nav#0;n#body#0;n#html#0;n#!!top" expanded="true" />
@ -130,8 +162,8 @@
<file pinned="false" current-in-tab="true">
<entry file="file://$PROJECT_DIR$/gradio.py">
<provider selected="true" editor-type-id="text-editor">
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<element signature="e#0#35#0" expanded="true" />
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@ -230,9 +262,16 @@
<option value="$PROJECT_DIR$/css/index.css" />
<option value="$PROJECT_DIR$/index.html" />
<option value="$PROJECT_DIR$/../khateebi/settings.py" />
<option value="$PROJECT_DIR$/gradio.py" />
</list>
</option>
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<component name="JsBuildToolGruntFileManager" detection-done="true" sorting="DEFINITION_ORDER" />
<component name="JsBuildToolPackageJson" detection-done="true" sorting="DEFINITION_ORDER" />
<component name="JsGulpfileManager">
<detection-done>true</detection-done>
<sorting>DEFINITION_ORDER</sorting>
</component>
<component name="ProjectFrameBounds" extendedState="6">
<option name="x" value="-4" />
<option name="y" value="-4" />
@ -252,23 +291,8 @@
<subPane>
<expand>
<path>
<item name="gradiome" type="b2602c69:ProjectViewProjectNode" />
<item name="gradiome" type="462c0819:PsiDirectoryNode" />
</path>
<path>
<item name="gradiome" type="b2602c69:ProjectViewProjectNode" />
<item name="gradiome" type="462c0819:PsiDirectoryNode" />
<item name="css" type="462c0819:PsiDirectoryNode" />
</path>
<path>
<item name="gradiome" type="b2602c69:ProjectViewProjectNode" />
<item name="gradiome" type="462c0819:PsiDirectoryNode" />
<item name="js" type="462c0819:PsiDirectoryNode" />
</path>
<path>
<item name="gradiome" type="b2602c69:ProjectViewProjectNode" />
<item name="gradiome" type="462c0819:PsiDirectoryNode" />
<item name="templates" type="462c0819:PsiDirectoryNode" />
<item name="gradio" type="b2602c69:ProjectViewProjectNode" />
<item name="gradio" type="462c0819:PsiDirectoryNode" />
</path>
</expand>
<select />
@ -278,7 +302,8 @@
</component>
<component name="PropertiesComponent">
<property name="SearchEverywhereHistoryKey" value="&#9;FILE&#9;file://C:/Users/islam/Repos/gradiome/css/starter-template.css" />
<property name="last_opened_file_path" value="$PROJECT_DIR$/../tarteel.io" />
<property name="WebServerToolWindowFactoryState" value="true" />
<property name="last_opened_file_path" value="$PROJECT_DIR$" />
<property name="settings.editor.selected.configurable" value="preferences.keymap" />
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<component name="RunDashboard">
@ -310,7 +335,7 @@
<frame x="-6" y="-6" width="1513" height="1013" extended-state="6" />
<editor active="true" />
<layout>
<window_info content_ui="combo" id="Project" order="0" visible="true" weight="0.14488828" />
<window_info content_ui="combo" id="Project" order="0" visible="true" weight="0.14556533" />
<window_info id="Structure" order="1" side_tool="true" weight="0.25" />
<window_info id="Favorites" order="2" side_tool="true" />
<window_info anchor="bottom" id="Message" order="0" />
@ -321,14 +346,22 @@
<window_info anchor="bottom" id="Inspection" order="5" weight="0.4" />
<window_info anchor="bottom" id="TODO" order="6" />
<window_info anchor="bottom" id="Version Control" order="7" show_stripe_button="false" />
<window_info anchor="bottom" id="Terminal" order="8" />
<window_info anchor="bottom" id="Terminal" order="8" weight="0.32945284" />
<window_info anchor="bottom" id="Event Log" order="9" side_tool="true" />
<window_info anchor="bottom" id="Python Console" order="10" />
<window_info anchor="bottom" id="Docker" order="11" show_stripe_button="false" />
<window_info anchor="bottom" id="Database Changes" order="12" show_stripe_button="false" />
<window_info anchor="right" id="Commander" internal_type="SLIDING" order="0" type="SLIDING" weight="0.4" />
<window_info anchor="right" id="Ant Build" order="1" weight="0.25" />
<window_info anchor="right" content_ui="combo" id="Hierarchy" order="2" weight="0.25" />
<window_info anchor="right" id="Remote Host" order="3" />
<window_info anchor="right" id="Database" order="4" />
<window_info anchor="right" id="SciView" order="5" />
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<component name="TypeScriptGeneratedFilesManager">
<option name="version" value="1" />
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<component name="VcsContentAnnotationSettings">
<option name="myLimit" value="2678400000" />
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@ -356,10 +389,24 @@
<entry file="file://$PROJECT_DIR$/js/draw-a-digit.js">
<provider selected="true" editor-type-id="text-editor" />
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<entry file="file://$PROJECT_DIR$/../gradiome/chat.py" />
<entry file="file://$PROJECT_DIR$/templates/draw_a_digit.html">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="255">
<caret line="15" selection-start-line="14" selection-end-line="15" />
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<entry file="file://$PROJECT_DIR$/index.html">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="2618">
<caret line="154" selection-start-line="154" selection-end-line="154" />
<folding>
<element signature="n#style#0;n#nav#0;n#body#0;n#html#0;n#!!top" expanded="true" />
<element signature="n#style#0;n#a#0;n#nav#0;n#body#0;n#html#0;n#!!top" expanded="true" />
<element signature="n#style#0;n#li#0;n#ul#1;n#div#0;n#nav#0;n#body#0;n#html#0;n#!!top" expanded="true" />
<element signature="n#style#0;n#p#0;n#div#0;n#section#0;n#main#0;n#body#0;n#html#0;n#!!top" expanded="true" />
</folding>
</state>
</provider>
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@ -373,13 +420,6 @@
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</provider>
</entry>
<entry file="file://$PROJECT_DIR$/../khateebi/templates/index.html">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="629">
<caret line="37" column="32" selection-start-line="37" selection-start-column="31" selection-end-line="37" selection-end-column="41" />
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</provider>
</entry>
<entry file="file://$PROJECT_DIR$/../khateebi/settings.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="102">
@ -408,23 +448,17 @@
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/index.html">
<entry file="file://$PROJECT_DIR$/../khateebi/templates/index.html">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="777">
<caret line="154" selection-start-line="154" selection-end-line="154" />
<folding>
<element signature="n#style#0;n#nav#0;n#body#0;n#html#0;n#!!top" expanded="true" />
<element signature="n#style#0;n#a#0;n#nav#0;n#body#0;n#html#0;n#!!top" expanded="true" />
<element signature="n#style#0;n#li#0;n#ul#1;n#div#0;n#nav#0;n#body#0;n#html#0;n#!!top" expanded="true" />
<element signature="n#style#0;n#p#0;n#div#0;n#section#0;n#main#0;n#body#0;n#html#0;n#!!top" expanded="true" />
</folding>
<state relative-caret-position="629">
<caret line="37" column="32" selection-start-line="37" selection-start-column="31" selection-end-line="37" selection-end-column="41" />
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<entry file="file://$PROJECT_DIR$/gradio.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="454">
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65
.ipynb_checkpoints/Usage-checkpoint.ipynb
View File

@ -16,7 +16,7 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@ -31,9 +31,29 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 4,
"metadata": {},
"outputs": [],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Epoch 1/1\n",
"60000/60000 [==============================] - 25s 417us/step - loss: 0.2184 - acc: 0.9352\n",
"10000/10000 [==============================] - 1s 89us/step\n"
]
},
{
"data": {
"text/plain": [
"[0.10298147459961474, 0.9698]"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mnist = tf.keras.datasets.mnist\n",
"\n",
@ -63,46 +83,15 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 5,
"metadata": {},
"outputs": [
{
"ename": "OSError",
"evalue": "[Errno 10048] error while attempting to bind on address ('127.0.0.1', 5679): only one usage of each socket address (protocol/network address/port) is normally permitted",
"output_type": "error",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[1;31mOSError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\asyncio\\base_events.py\u001b[0m in \u001b[0;36mcreate_server\u001b[1;34m(self, protocol_factory, host, port, family, flags, sock, backlog, ssl, reuse_address, reuse_port)\u001b[0m\n\u001b[0;32m 1050\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1051\u001b[1;33m \u001b[0msock\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msa\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1052\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mOSError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;31mOSError\u001b[0m: [WinError 10048] Only one usage of each socket address (protocol/network address/port) is normally permitted",
"\nDuring handling of the above exception, another exception occurred:\n",
"\u001b[1;31mOSError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m<ipython-input-9-5cd3a5d36036>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mgradio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mDrawADigit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel_obj\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmodel_type\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'keras'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[1;32m~\\Repos\\gradiome\\gradio.py\u001b[0m in \u001b[0;36mstart\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 125\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 126\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mstart\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 127\u001b[1;33m \u001b[0msuper\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 128\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 129\u001b[0m \u001b[1;33masync\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcommunicate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mwebsocket\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mpath\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Repos\\gradiome\\gradio.py\u001b[0m in \u001b[0;36mstart\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 90\u001b[0m \u001b[0mwebbrowser\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'file://'\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mos\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrealpath\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_get_template_path\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 91\u001b[0m \u001b[0mstart_server\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mwebsockets\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mserve\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcommunicate\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mLOCALHOST_IP\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mSOCKET_PORT\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 92\u001b[1;33m \u001b[0masyncio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_event_loop\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrun_until_complete\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstart_server\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 93\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 94\u001b[0m \u001b[0masyncio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_event_loop\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrun_forever\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\site-packages\\nest_asyncio.py\u001b[0m in \u001b[0;36mrun_until_complete\u001b[1;34m(self, future)\u001b[0m\n\u001b[0;32m 57\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdone\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 58\u001b[0m \u001b[0mrun_once\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 59\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mresult\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 60\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 61\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_run_until_complete_orig\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfuture\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\asyncio\\tasks.py\u001b[0m in \u001b[0;36m_step\u001b[1;34m(***failed resolving arguments***)\u001b[0m\n\u001b[0;32m 178\u001b[0m \u001b[1;31m# We use the `send` method directly, because coroutines\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 179\u001b[0m \u001b[1;31m# don't have `__iter__` and `__next__` methods.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 180\u001b[1;33m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcoro\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 181\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 182\u001b[0m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcoro\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mthrow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mexc\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\asyncio\\tasks.py\u001b[0m in \u001b[0;36m_wrap_awaitable\u001b[1;34m(awaitable)\u001b[0m\n\u001b[0;32m 535\u001b[0m \u001b[0mthat\u001b[0m \u001b[0mwill\u001b[0m \u001b[0mlater\u001b[0m \u001b[0mbe\u001b[0m \u001b[0mwrapped\u001b[0m \u001b[1;32min\u001b[0m \u001b[0ma\u001b[0m \u001b[0mTask\u001b[0m \u001b[0mby\u001b[0m \u001b[0mensure_future\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 536\u001b[0m \"\"\"\n\u001b[1;32m--> 537\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;33m(\u001b[0m\u001b[1;32myield\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mawaitable\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__await__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 538\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 539\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\site-packages\\websockets\\py35\\server.py\u001b[0m in \u001b[0;36m__await_impl__\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 11\u001b[0m \u001b[1;31m# Duplicated with __iter__ because Python 3.7 requires an async function\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[1;31m# (as explained in __await__ below) which Python 3.4 doesn't support.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 13\u001b[1;33m \u001b[0mserver\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mawait\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_creating_server\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 14\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mws_server\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwrap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mserver\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mws_server\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\asyncio\\base_events.py\u001b[0m in \u001b[0;36mcreate_server\u001b[1;34m(self, protocol_factory, host, port, family, flags, sock, backlog, ssl, reuse_address, reuse_port)\u001b[0m\n\u001b[0;32m 1053\u001b[0m raise OSError(err.errno, 'error while attempting '\n\u001b[0;32m 1054\u001b[0m \u001b[1;34m'to bind on address %r: %s'\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1055\u001b[1;33m % (sa, err.strerror.lower()))\n\u001b[0m\u001b[0;32m 1056\u001b[0m \u001b[0mcompleted\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1057\u001b[0m \u001b[1;32mfinally\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;31mOSError\u001b[0m: [Errno 10048] error while attempting to bind on address ('127.0.0.1', 5679): only one usage of each socket address (protocol/network address/port) is normally permitted"
]
},
{
"name": "stderr",
"name": "stdout",
"output_type": "stream",
"text": [
"Error in connection handler\n",
"Traceback (most recent call last):\n",
" File \"C:\\Users\\islam\\Anaconda3\\envs\\tensorflow\\lib\\site-packages\\websockets\\server.py\", line 169, in handler\n",
" yield from self.ws_handler(self, path)\n",
" File \"C:\\Users\\islam\\Repos\\gradiome\\gradio.py\", line 136, in communicate\n",
" imgstring = await websocket.recv()\n",
" File \"C:\\Users\\islam\\Anaconda3\\envs\\tensorflow\\lib\\site-packages\\websockets\\protocol.py\", line 434, in recv\n",
" yield from self.ensure_open()\n",
" File \"C:\\Users\\islam\\Anaconda3\\envs\\tensorflow\\lib\\site-packages\\websockets\\protocol.py\", line 646, in ensure_open\n",
" ) from self.transfer_data_exc\n",
"websockets.exceptions.ConnectionClosed: WebSocket connection is closed: code = 1001 (going away), no reason\n"
"Using keras model\n",
"Using keras model\n"
]
}
],

47
Usage.ipynb
View File

@ -31,7 +31,7 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 2,
"metadata": {},
"outputs": [
{
@ -39,17 +39,17 @@
"output_type": "stream",
"text": [
"Epoch 1/1\n",
"60000/60000 [==============================] - 25s 417us/step - loss: 0.2184 - acc: 0.9352\n",
"10000/10000 [==============================] - 1s 89us/step\n"
"60000/60000 [==============================] - 16s 266us/step - loss: 0.2188 - acc: 0.9352\n",
"10000/10000 [==============================] - 0s 47us/step\n"
]
},
{
"data": {
"text/plain": [
"[0.10298147459961474, 0.9698]"
"[0.12200433680266141, 0.9606]"
]
},
"execution_count": 4,
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@ -83,21 +83,46 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Using keras model\n",
"Using keras model\n"
"ename": "OSError",
"evalue": "[Errno 10048] error while attempting to bind on address ('127.0.0.1', 5679): only one usage of each socket address (protocol/network address/port) is normally permitted",
"output_type": "error",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[1;31mOSError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\asyncio\\base_events.py\u001b[0m in \u001b[0;36mcreate_server\u001b[1;34m(self, protocol_factory, host, port, family, flags, sock, backlog, ssl, reuse_address, reuse_port)\u001b[0m\n\u001b[0;32m 1050\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1051\u001b[1;33m \u001b[0msock\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msa\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1052\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mOSError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;31mOSError\u001b[0m: [WinError 10048] Only one usage of each socket address (protocol/network address/port) is normally permitted",
"\nDuring handling of the above exception, another exception occurred:\n",
"\u001b[1;31mOSError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m<ipython-input-7-5cd3a5d36036>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mgradio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mDrawADigit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel_obj\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmodel_type\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'keras'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[1;32m~\\Repos\\gradio\\gradio.py\u001b[0m in \u001b[0;36mstart\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 131\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 132\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mstart\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 133\u001b[1;33m \u001b[0msuper\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 134\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 135\u001b[0m \u001b[1;33masync\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcommunicate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mwebsocket\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mpath\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Repos\\gradio\\gradio.py\u001b[0m in \u001b[0;36mstart\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 92\u001b[0m \u001b[0mwebbrowser\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'file://'\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mos\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrealpath\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_get_template_path\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 93\u001b[0m \u001b[0mstart_server\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mwebsockets\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mserve\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcommunicate\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mLOCALHOST_IP\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mSOCKET_PORT\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 94\u001b[1;33m \u001b[0masyncio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_event_loop\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrun_until_complete\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstart_server\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 95\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 96\u001b[0m \u001b[0masyncio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_event_loop\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrun_forever\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\site-packages\\nest_asyncio.py\u001b[0m in \u001b[0;36mrun_until_complete\u001b[1;34m(self, future)\u001b[0m\n\u001b[0;32m 57\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdone\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 58\u001b[0m \u001b[0mrun_once\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 59\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mresult\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 60\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 61\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_run_until_complete_orig\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfuture\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\asyncio\\tasks.py\u001b[0m in \u001b[0;36m_step\u001b[1;34m(***failed resolving arguments***)\u001b[0m\n\u001b[0;32m 178\u001b[0m \u001b[1;31m# We use the `send` method directly, because coroutines\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 179\u001b[0m \u001b[1;31m# don't have `__iter__` and `__next__` methods.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 180\u001b[1;33m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcoro\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 181\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 182\u001b[0m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcoro\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mthrow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mexc\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\asyncio\\tasks.py\u001b[0m in \u001b[0;36m_wrap_awaitable\u001b[1;34m(awaitable)\u001b[0m\n\u001b[0;32m 535\u001b[0m \u001b[0mthat\u001b[0m \u001b[0mwill\u001b[0m \u001b[0mlater\u001b[0m \u001b[0mbe\u001b[0m \u001b[0mwrapped\u001b[0m \u001b[1;32min\u001b[0m \u001b[0ma\u001b[0m \u001b[0mTask\u001b[0m \u001b[0mby\u001b[0m \u001b[0mensure_future\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 536\u001b[0m \"\"\"\n\u001b[1;32m--> 537\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;33m(\u001b[0m\u001b[1;32myield\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mawaitable\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__await__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 538\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 539\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\site-packages\\websockets\\py35\\server.py\u001b[0m in \u001b[0;36m__await_impl__\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 11\u001b[0m \u001b[1;31m# Duplicated with __iter__ because Python 3.7 requires an async function\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[1;31m# (as explained in __await__ below) which Python 3.4 doesn't support.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 13\u001b[1;33m \u001b[0mserver\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mawait\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_creating_server\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 14\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mws_server\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwrap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mserver\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mws_server\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m~\\Anaconda3\\envs\\tensorflow\\lib\\asyncio\\base_events.py\u001b[0m in \u001b[0;36mcreate_server\u001b[1;34m(self, protocol_factory, host, port, family, flags, sock, backlog, ssl, reuse_address, reuse_port)\u001b[0m\n\u001b[0;32m 1053\u001b[0m raise OSError(err.errno, 'error while attempting '\n\u001b[0;32m 1054\u001b[0m \u001b[1;34m'to bind on address %r: %s'\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1055\u001b[1;33m % (sa, err.strerror.lower()))\n\u001b[0m\u001b[0;32m 1056\u001b[0m \u001b[0mcompleted\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1057\u001b[0m \u001b[1;32mfinally\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;31mOSError\u001b[0m: [Errno 10048] error while attempting to bind on address ('127.0.0.1', 5679): only one usage of each socket address (protocol/network address/port) is normally permitted"
]
}
],
"source": [
"gradio.DrawADigit(model_obj=model, model_type='keras').start()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"import subprocess\n",
"\n",
"subprocess.check_output(['ngrok','http', '5679'])"
]
}
],
"metadata": {

2
gradio.py
View File

@ -15,6 +15,8 @@ LOCALHOST_IP = '127.0.0.1'
SOCKET_PORT = 5679
import requests, zipfile, io
def resize_and_crop(img, size, crop_type='top'):
"""
Resize and crop an image to fit the specified size.