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How do I extract streaming tweet using Flume?
Yes, please.
Here's an example configuration file for the Twitter Flume source plugin:

agent.sources = Twitter
agent.sources.Twitter.type = org.apache.flume.source.twitter.TwitterSource
agent.sources.Twitter.consumerKey = YOUR_CONSUMER_KEY
agent.sources.Twitter.consumerSecret = YOUR_CONSUMER_SECRET
agent.sources.Twitter.accessToken = YOUR_ACCESS_TOKEN
agent.sources.Twitter.accessTokenSecret = YOUR_ACCESS_TOKEN_SECRET
agent.sources.Twitter.maxBatchSize = 1000
agent.sources.Twitter.keywords = KEYWORD_1, KEYWORD_2