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5 Commits

Author SHA1 Message Date
andrewso
b3f8ba4cec [15.10.20] Testing 2020-10-15 20:19:39 +01:00
andrewso
da43817926 [15.10.20] Testing 2020-10-15 20:15:55 +01:00
andrewso
17bd1399cc [15.10.20] Testing 2020-10-15 18:10:57 +01:00
andrewso
7325a509bd [15.10.20] Testing 2020-10-15 17:19:44 +01:00
andrewso
affd25379a [15.10.20] Testing 2020-10-15 14:01:06 +01:00
5 changed files with 43 additions and 27 deletions

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@ -1,6 +1,6 @@
#!/usr/bin/env python #!/usr/bin/env python
import os, sys, json import os, sys, json, uuid
from datetime import datetime, timedelta from datetime import datetime, timedelta
from time import sleep, time from time import sleep, time
@ -34,20 +34,20 @@ class keys():
self.access_token = os.getenv("ACCESS_TOKEN") self.access_token = os.getenv("ACCESS_TOKEN")
self.access_secret = os.getenv("ACCESS_SECRET") self.access_secret = os.getenv("ACCESS_SECRET")
def sendToArtemis(pos, neu, neg, compound, type): def sendToArtemis(syncId, pos, neu, neg, compound, type):
timestamp = datetime.now() + timedelta(hours=1) timestamp = datetime.now() + timedelta(hours=1)
strippedTimestamp = timestamp.replace(minute=0, second=0, microsecond=0) strippedTimestamp = timestamp.replace(minute=0, second=0, microsecond=0)
timestamp = strippedTimestamp.strftime('%Y-%m-%dT%H:%M:%S') timestamp = strippedTimestamp.strftime('%Y-%m-%dT%H:%M:%S')
message = { "timestamp" : timestamp, "pos" : pos, "neu" : neu, "neg" : neg, "compound" : compound, "type": type } message = { "timestamp" : timestamp, "syncId": str(syncId), "pos" : pos, "neu" : neu, "neg" : neg, "compound" : compound, "type": type }
messageJson = json.dumps(message, indent = 4) messageJson = json.dumps(message, indent = 4)
log("Sending message to TweetSave queue", 'INFO') log("Sending message to TweetSave queue for SyncId [{}]".format(syncId), 'INFO')
log("Message: {}".format(message), 'INFO') log("Message: {}".format(message), 'INFO')
activeMQSender(messageJson) activeMQSender(messageJson, syncId)
class Streamer(): class Streamer():
@ -90,6 +90,8 @@ class Listener(StreamListener):
if (time() - self.start_time) < self.limit: if (time() - self.start_time) < self.limit:
data = json.loads(data) data = json.loads(data)
log(len(dumpStack), 'INFO')
# Check if tweet is a retweet # Check if tweet is a retweet
if 'retweeted_status' in data: if 'retweeted_status' in data:
if 'extended_tweet' in data['retweeted_status']: if 'extended_tweet' in data['retweeted_status']:
@ -109,7 +111,7 @@ class Listener(StreamListener):
text = filterOutTweetsWithNoneWhitelistedWords(text) text = filterOutTweetsWithNoneWhitelistedWords(text)
dumpStack.append({'type': self.hashtag, 'tweet': text}) dumpStack.append({'type': self.hashtag, 'tweet': text})
def processTweet(): def processTweet(syncId):
log(len(dumpStack), 'INFO') log(len(dumpStack), 'INFO')
@ -139,11 +141,11 @@ def processTweet():
cleanedTweet = tweetText + ' ' + removedSpecialChars[1] cleanedTweet = tweetText + ' ' + removedSpecialChars[1]
if callSpamFilter(cleanedTweet) != 'spam': if callSpamFilter(cleanedTweet, syncId) != 'spam':
pos, neu, neg, compound = callSentimentAnalyser(cleanedTweet) pos, neu, neg, compound = callSentimentAnalyser(cleanedTweet, syncId)
if compound != 0.0 or neu <= 0.6: if compound != 0.0 and neu <= 0.6:
hourTweet = {'pos': pos, 'neu': neu, 'neg': neg, 'compound': compound, 'type': tweet["type"]} hourTweet = {'pos': pos, 'neu': neu, 'neg': neg, 'compound': compound, 'type': tweet["type"]}
hourStack.append(hourTweet) hourStack.append(hourTweet)
@ -180,7 +182,9 @@ def createHourJob():
global timeF global timeF
timeF = timeFunction() timeF = timeFunction()
processTweet() syncId = uuid.uuid4()
processTweet(syncId)
processStack = hourStack.copy() processStack = hourStack.copy()
hourStack.clear() hourStack.clear()
@ -206,7 +210,7 @@ def createHourJob():
processStack.clear() processStack.clear()
sendToArtemis(pos, neu, neg, compound, type) sendToArtemis(syncId, pos, neu, neg, compound, type)
else: else:
log("Stack is empty", 'WARN') log("Stack is empty", 'WARN')
@ -220,6 +224,7 @@ def collectorMain(hashtag):
for i in range(len(hashtag)): for i in range(len(hashtag)):
Thread(target=collector, args=[hashtag[i]]).start() Thread(target=collector, args=[hashtag[i]]).start()
sleep(2)
createHourJob() createHourJob()
while True: while True:

View File

@ -17,14 +17,20 @@ class keys():
def returnKeys(self): def returnKeys(self):
return self.addr, self.port, self.amqU, self.amqP return self.addr, self.port, self.amqU, self.amqP
def activeMQSender(message): def activeMQSender(message, syncId):
addr, port, mqUser, mqPass = keys().returnKeys() addr, port, mqUser, mqPass = keys().returnKeys()
log("Attempting Connection to Artemis...", 'INFO') log("Attempting Connection to Artemis...", 'INFO')
con = stomp.Connection([(addr, port)], auto_content_length=False) con = stomp.Connection([(addr, port)], auto_content_length=False)
con.connect( mqUser, mqPass, wait=True) con.connect( mqUser, mqPass, wait=True)
con.send("TweetSave", message, content_type="application/json", headers={"Content-Type":"application/json"}) con.send("TweetSave",
message,
content_type="application/json",
headers={
"Content-Type":"application/json",
"X-CRYPTO-Sync-ID":syncId
})
con.disconnect() con.disconnect()

View File

@ -28,13 +28,13 @@ def setup_logging(log_level='INFO'):
logHandler.setFormatter(formatter) logHandler.setFormatter(formatter)
logger.addHandler(logHandler) logger.addHandler(logHandler)
def log(message, level): def log(message, level, syncId=""):
logger = logging.getLogger(__name__) logger = logging.getLogger(__name__)
if level == 'INFO': if level == 'INFO':
logger.info(message) logger.info(message, extra={"X-CRYPTO-Sync-ID" : syncId})
elif level == 'WARN': elif level == 'WARN':
logger.warn(message) logger.warn(message, extra={"X-CRYPTO-Sync-ID" : syncId})
elif level == 'ERR': elif level == 'ERR':
logger.error(message) logger.error(message, extra={"X-CRYPTO-Sync-ID" : syncId})
elif level == 'DEBUG': elif level == 'DEBUG':
logger.debug(message) logger.debug(message, extra={"X-CRYPTO-Sync-ID" : syncId})

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@ -9,11 +9,14 @@ class keys():
def __init__(self): def __init__(self):
self.sentiment_analyser_uri = os.getenv("SENTIMENT_URL") self.sentiment_analyser_uri = os.getenv("SENTIMENT_URL")
def callSentimentAnalyser(tweet): def callSentimentAnalyser(tweet, syncId):
# log("Calling Sentiment Analyser for [{}]".format(tweet), 'INFO') headers = {
"content-type":"text",
"X-CRYPTO-Sync-ID" : str(syncId)
}
try: try:
uri = keys().sentiment_analyser_uri + "/sentiment?tweet="+tweet uri = keys().sentiment_analyser_uri + "/sentiment?tweet="+tweet
response = requests.request("GET", uri) response = requests.request("GET", url=uri, headers=headers)
response = json.loads(response.text) response = json.loads(response.text)
@ -21,5 +24,5 @@ def callSentimentAnalyser(tweet):
return scores["pos"], scores["neu"], scores["neg"], scores["compound"] return scores["pos"], scores["neu"], scores["neg"], scores["compound"]
except: except:
log("Could not call Sentiment Analyser Service", 'ERR') log("Could not call Sentiment Analyser Service with syncId of [{}]".format(syncId), 'ERR', syncId)
return 0, 0, 0, 0 return 0, 0, 0, 0

View File

@ -9,16 +9,18 @@ class keys():
def __init__(self): def __init__(self):
self.spamFilter_uri = os.getenv("FILTER_URL") self.spamFilter_uri = os.getenv("FILTER_URL")
def callSpamFilter(tweet): def callSpamFilter(tweet, syncId):
headers = {
"content-type":"text",
"X-CRYPTO-Sync-ID" : str(syncId)
}
try: try:
uri = keys().spamFilter_uri + "/predict?tweet="+tweet uri = keys().spamFilter_uri + "/predict?tweet="+tweet
response = requests.request("GET", uri) response = requests.request("GET", url=uri, headers=headers)
response = json.loads(response.text) response = json.loads(response.text)
# log("Spam Filter result for [{}] is [{}]".format(tweet, response["result"]), 'INFO')
return response["result"] return response["result"]
except: except:
log("Could not call spam filter service", 'ERR') log("Could not call spam filter service with syncId of [{}]".format(syncId), 'ERR', syncId)
return "" return ""