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main.go
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package main
import (
"fmt"
"runtime"
"strings"
"sync"
"github.com/ChimeraCoder/anaconda"
"github.com/peterjliu/metamind"
)
func main() {
runtime.GOMAXPROCS(3)
var wg sync.WaitGroup
wg.Add(3)
configuration, err := getConfig("config.json")
if err != nil {
fmt.Println("config error")
fmt.Println(err)
} else {
fmt.Println("good to go")
}
metamindClient := metamind.NewSentimentClient(configuration.MetamindKey)
anaconda.SetConsumerKey(configuration.ConsumerKey)
anaconda.SetConsumerSecret(configuration.ConsumerSecret)
api := anaconda.NewTwitterApi(configuration.AccessToken, configuration.AccessKey)
twitterClient := TwitterClient{api: api}
sentiments := make(chan *metamind.SentimentResp)
//parallelism! this runs both the search for Income Inequality and Women's Right at the same time
//this optimizes time taken for each cycle
go func() {
defer wg.Done()
results := twitterClient.Search("Income Inequality")
tweets := results.Statuses
for i := 0; i < len(tweets); i++ {
tweet := tweets[i]
retweeted := tweet.Retweeted
if !retweeted {
username := tweet.User.ScreenName
fmt.Println(username + " : " + tweet.Text + "\n")
message := "@" + username + " You should vote for Bernie Sanders! He wants to end income equality!"
twitterClient.tweet(tweet.IdStr, message)
twitterClient.retweet(tweet.Id)
go metamind.GetSentiment(metamindClient, tweet.Text, sentiments)
}
}
for i := 0; i < len(tweets); i++ {
r := <-sentiments
if r.Success {
predictions := r.Prediction.Predictions
var posValue float32
var neuValue float32
var negValue float32
for i := 0; i < len(predictions); i++ {
pred := predictions[i]
if strings.EqualFold(pred.ClassName, "positive") {
posValue = pred.Prob
} else if strings.EqualFold(pred.ClassName, "negative") {
negValue = pred.Prob
} else {
neuValue = pred.Prob
}
}
if posValue > negValue && neuValue > negValue {
tweet := tweets[i]
username := tweet.User.ScreenName
message := "@" + username + " You should vote for Bernie Sanders! He supports Women's Rights!"
twitterClient.tweet(tweet.IdStr, message)
twitterClient.retweet(tweet.Id)
}
}
}
}()
go func() {
defer wg.Done()
results := twitterClient.Search("Women's Rights")
tweets := results.Statuses
for i := 0; i < len(tweets); i++ {
tweet := tweets[i]
retweeted := tweet.Retweeted
if !retweeted {
username := tweet.User.ScreenName
fmt.Println(username + " : " + tweet.Text + "\n")
go metamind.GetSentiment(metamindClient, tweet.Text, sentiments)
}
}
for i := 0; i < len(tweets); i++ {
r := <-sentiments
if r.Success {
predictions := r.Prediction.Predictions
var posValue float32
var neuValue float32
var negValue float32
for i := 0; i < len(predictions); i++ {
pred := predictions[i]
if strings.EqualFold(pred.ClassName, "positive") {
posValue = pred.Prob
} else if strings.EqualFold(pred.ClassName, "negative") {
negValue = pred.Prob
} else {
neuValue = pred.Prob
}
}
if posValue > negValue && neuValue > negValue {
tweet := tweets[i]
username := tweet.User.ScreenName
message := "@" + username + " You should vote for Bernie Sanders! He supports Women's Rights!"
twitterClient.tweet(tweet.IdStr, message)
twitterClient.retweet(tweet.Id)
}
}
}
}()
go func() {
defer wg.Done()
results := twitterClient.Search("Racial Inequality")
tweets := results.Statuses
for i := 0; i < len(tweets); i++ {
tweet := tweets[i]
retweeted := tweet.Retweeted
if !retweeted {
username := tweet.User.ScreenName
fmt.Println(username + " : " + tweet.Text + "\n")
go metamind.GetSentiment(metamindClient, tweet.Text, sentiments)
}
}
for i := 0; i < len(tweets); i++ {
r := <-sentiments
if r.Success {
predictions := r.Prediction.Predictions
var posValue float32
var neuValue float32
var negValue float32
for i := 0; i < len(predictions); i++ {
pred := predictions[i]
if strings.EqualFold(pred.ClassName, "positive") {
posValue = pred.Prob
} else if strings.EqualFold(pred.ClassName, "negative") {
negValue = pred.Prob
} else {
neuValue = pred.Prob
}
}
if posValue > negValue && neuValue > negValue {
tweet := tweets[i]
username := tweet.User.ScreenName
message := "@" + username + " You should vote for Bernie Sanders! He supports getting rid of Racial Inequality!"
twitterClient.tweet(tweet.IdStr, message)
twitterClient.retweet(tweet.Id)
}
}
}
}()
wg.Wait()
}