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256 lines
4.6 KiB
Plaintext
256 lines
4.6 KiB
Plaintext
7 years ago
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Client"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Demo Endpoint\n",
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"-------------"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Import Client and send a request"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {
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"collapsed": false
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},
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"outputs": [],
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"source": [
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"from senpy.client import Client\n",
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"\n",
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"c = Client('http://latest.senpy.cluster.gsi.dit.upm.es/api')\n",
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"r = c.analyse('I like Pizza', algorithm='sentiment140')"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Print response"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"I like Pizza -> marl:Positive\n"
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]
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}
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],
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"source": [
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"for entry in r.entries:\n",
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" print('{} -> {}'.format(entry['text'], entry['sentiments'][0]['marl:hasPolarity']))"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Obtain a list of available plugins "
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]
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"emoRand\n",
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"rand\n",
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"sentiment140\n"
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]
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}
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],
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"source": [
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"for plugin in c.request('/plugins')['plugins']:\n",
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" print(plugin['name'])"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Local Endpoint\n",
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"--------------"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Run a docker container with Senpy image and default plugins"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"a0157cd98057072388bfebeed78a830da7cf0a796f4f1a3fd9188f9f2e5fe562\r\n"
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]
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}
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],
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"source": [
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"!docker run -ti --name 'SenpyEndpoint' -d -p 5000:5000 gsiupm/senpy:0.8.6 --host 0.0.0.0 --default-plugins"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Import client and send a request to localhost"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"metadata": {
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"collapsed": false
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},
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"outputs": [],
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"source": [
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"c_local = Client('http://127.0.0.1:5000/api')\n",
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"r = c_local.analyse('Hello world', algorithm='sentiment140')"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Print response"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Hello world -> marl:Neutral\n"
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]
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}
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],
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"source": [
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"for entry in r.entries:\n",
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" print('{} -> {}'.format(entry['text'], entry['sentiments'][0]['marl:hasPolarity']))"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Obtain a list of available plugins deployed locally"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"rand\n",
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"sentiment140\n",
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"emoRand\n"
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]
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}
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],
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"source": [
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"for plugin in c_local.request('/plugins')['plugins']:\n",
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" print(plugin['name'])"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Stop the docker container"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"SenpyEndpoint\n",
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"SenpyEndpoint\n"
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]
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}
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],
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"source": [
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"!docker stop SenpyEndpoint\n",
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"!docker rm SenpyEndpoint"
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]
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}
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],
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"metadata": {
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"anaconda-cloud": {},
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"kernelspec": {
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"display_name": "Python [default]",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.5.2"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 1
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}
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