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All Rights Reserved.\n+\n+Licensed under the Apache License, Version 2.0 (the \"License\");\n+you may not use this file except in compliance with the License.\n+You may obtain a copy of the License at\n+\n+    http://www.apache.org/licenses/LICENSE-2.0\n+\n+Unless required by applicable law or agreed to in writing, software\n+distributed under the License is distributed on an \"AS IS\" BASIS,\n+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n+See the License for the specific language governing permissions and\n+limitations under the License.\n+********************************************************************************\n+\n+This is a Slack bot built using the Botkit library (http://howdy.ai/botkit). It\n+runs on a Kubernetes cluster, and uses one of the Google Cloud Platform's ML\n+APIs, the Natural Language API, to interact in a Slack channel. It does this in\n+two respects.\n+\n+First, it uses the NL API to assess the \"sentiment\" of any message posted to\n+the channel, and if the positive or negative magnitude of the statement is\n+sufficiently large, it sends a 'thumbs up' or 'thumbs down' in reaction.\n+\n+Second, it uses the NL API to identify the 'entities' in each posted message,\n+and tracks them in a database (using sqlite3).  Then, at any time you can\n+query the NL slackbot to ask it for the top N entities used in the channel.\n+\n+The README walks through how to run the NL slackbot as an app on a\n+Google Container Engine/Kubernetes cluster, but you can also just run the bot\n+locally if you like.\n+To do this, create a file containing your Slack token (as described in\n+the README), then point 'slack_token_path' to that file when you run the script:\n+\n+    echo my-slack-token > slack-token\n+    slack_token_path=./slack-token node demo_bot.js\n+\n+See the README.md in this directory for more information about setup and usage.\n+\n+*/\n+\n+'use strict';\n+\n+const Language = require('@google-cloud/language');\n+const Storage = require('@google-cloud/storage');\n+\n+\n+var Botkit = require('botkit');\n+var fs = require('fs');\n+\n+var controller = Botkit.slackbot({debug: false});\n+\n+var sqlite3 = require('sqlite3').verbose();\n+// create our database if it does not already exist.\n+var db = new sqlite3.Database('slackDB.db');\n+\n+const util = require('util');\n+\n+// the number of most frequent entities to retrieve from the db on request.\n+const NumEnts = 20;\n+// The magnitude of sentiment of a posted text above which the bot will respond.\n+const SentimentThresh = 30;\n+\n+if (!process.env.slack_token_path) {\n+  console.log('Error: Specify slack_token_path in environment');\n+  process.exit(1);\n+}\n+\n+fs.readFile(process.env.slack_token_path, (err, data) => {\n+  if (err) {\n+    console.log('Error: Specify token in slack_token_path file');\n+    process.exit(1);\n+  }\n+  data = String(data);","path":"language/slackbot/demo_bot.js","position":75,"original_position":75,"commit_id":"2954e560574e2b13e63f8d628d306a576ed7f2ae","original_commit_id":"2954e560574e2b13e63f8d628d306a576ed7f2ae","user":{"login":"jmdobry","id":1213510,"avatar_url":"https://avatars.githubusercontent.com/u/1213510?v=3","gravatar_id":"","url":"https://api.github.com/users/jmdobry","html_url":"https://github.com/jmdobry","followers_url":"https://api.github.com/users/jmdobry/followers","following_url":"https://api.github.com/users/jmdobry/following{/other_user}","gists_url":"https://api.github.com/users/jmdobry/gists{/gist_id}","starred_url":"https://api.github.com/users/jmdobry/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jmdobry/subscriptions","organizations_url":"https://api.github.com/users/jmdobry/orgs","repos_url":"https://api.github.com/users/jmdobry/repos","events_url":"https://api.github.com/users/jmdobry/events{/privacy}","received_events_url":"https://api.github.com/users/jmdobry/received_events","type":"User","site_admin":false},"body":"    data = String(data);\r\n\r\n=>\r\n\r\n    data = `${data}`;","created_at":"2016-11-30T01:56:15Z","updated_at":"2016-11-30T02:01:41Z","html_url":"https://github.com/GoogleCloudPlatform/nodejs-docs-samples/pull/269#discussion_r90155835","pull_request_url":"https://api.github.com/repos/GoogleCloudPlatform/nodejs-docs-samples/pulls/269","_links":{"self":{"href":"https://api.github.com/repos/GoogleCloudPlatform/nodejs-docs-samples/pulls/comments/90155835"},"html":{"href":"https://github.com/GoogleCloudPlatform/nodejs-docs-samples/pull/269#discussion_r90155835"},"pull_request":{"href":"https://api.github.com/repos/GoogleCloudPlatform/nodejs-docs-samples/pulls/269"}}},"pull_request":{"url":"https://api.github.com/repos/GoogleCloudPlatform/nodejs-docs-samples/pulls/269","id":95798387,"html_url":"https://github.com/GoogleCloudPlatform/nodejs-docs-samples/pull/269","diff_url":"https://github.com/GoogleCloudPlatform/nodejs-docs-samples/pull/269.diff","patch_url":"https://github.com/GoogleCloudPlatform/nodejs-docs-samples/pull/269.patch","issue_url":"https://api.github.com/repos/GoogleCloudPlatform/nodejs-docs-samples/issues/269","number":269,"state":"open","locked":false,"title":"Botkit-based NL API bot","user":{"login":"amygdala","id":115093,"avatar_url":"https://avatars.githubusercontent.com/u/115093?v=3","gravatar_id":"","url":"https://api.github.com/users/amygdala","html_url":"https://github.com/amygdala","followers_url":"https://api.github.com/users/amygdala/followers","following_url":"https://api.github.com/users/amygdala/following{/other_user}","gists_url":"https://api.github.com/users/amygdala/gists{/gist_id}","starred_url":"https://api.github.com/users/amygdala/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/amygdala/subscriptions","organizations_url":"https://api.github.com/users/amygdala/orgs","repos_url":"https://api.github.com/users/amygdala/repos","events_url":"https://api.github.com/users/amygdala/events{/privacy}","received_events_url":"https://api.github.com/users/amygdala/received_events","type":"User","site_admin":false},"body":"This is a new NL API example: a slackbot that runs on k8s and uses the NL API.\r\nIt is *not* ready to be pulled in yet (it has no tests yet, plus there might be some discussion about where it should live, plus I need to update the parent readme if it stays in this location).\r\n\r\nBut, Sandeep is going to do an initial review on it.\r\nSandeep: as I noted, I'm a nodejs n00b, so please point out weird or non-idiomatic 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