X-Git-Url: http://git.vanrenterghem.biz/R/project-using-kafka-in-R.git/blobdiff_plain/7df155dc850d206391becead77267dd0e1243715..ca8babd7ae1bc42d81cd8605528aa01bd713718a:/kafkaConsumer.R

diff --git a/kafkaConsumer.R b/kafkaConsumer.R
index 64c4544..4a77beb 100644
--- a/kafkaConsumer.R
+++ b/kafkaConsumer.R
@@ -4,34 +4,62 @@
 
 library(httr)
 library(jsonlite)
+library(dplyr)
+
 kafka_rest_proxy <- "http://localhost:8082"
+consumer <- 'my_json_consumer'
+consumer_instance <- 'my_consumer_instance'
+topic <- 'accesslogapache'
 
 # Create consumer
 # See https://docs.confluent.io/current/kafka-rest/docs/intro.html#produce-and-consume-avro-messages
 
-response <- POST(url=paste(kafka_rest_proxy, "consumers", "my_json_consumer", sep="/"),
+# Create consumer
+response <- POST(url=paste(kafka_rest_proxy, "consumers", consumer, sep="/"),
      content_type("application/vnd.kafka.v2+json"),
      accept("application/vnd.kafka.v2+json"),
-     body='{"name": "my_consumer_instance", "format": "json", "auto.offset.reset": "earliest"}')
+     body=paste0('{"name": "',
+                 consumer_instance,
+                 '", "format": "json", "auto.offset.reset": "earliest"}')
+     )
 fromJSON(content(response, "text"))
 
+# Subscribe it to topic
 response <- POST(url=paste(kafka_rest_proxy,
                            "consumers",
-                           "my_json_consumer",
+                           consumer,
                            "instances",
-                           "my_consumer_instance",
+                           consumer_instance,
                            "subscription", sep="/"),
                content_type("application/vnd.kafka.v2+json"),
-               body = '{"topics":["accesslogapache"]}')
+               body = paste0('{"topics":["',
+                             topic,
+                             '"]}')
+               )
 response
 
-# Obtain all messages on the topic
-messages <- GET(url = paste(kafka_rest_proxy,"consumers","my_json_consumer","instances","my_consumer_instance","records", sep = "/"),
+# Obtain all (or latest) messages on the topic
+messagesJSON <- GET(url = paste(kafka_rest_proxy,"consumers",consumer,"instances",consumer_instance,"records", sep = "/"),
+                accept("application/vnd.kafka.json.v2+json"),
+                encode="json")
+
+messages <- fromJSON(content(messagesJSON,"text"))
+
+createPlot(messages$value)
+
+Sys.sleep(120)
+
+# Obtain latest messages
+messagesJSON <- GET(url = paste(kafka_rest_proxy,"consumers",consumer,"instances",consumer_instance,"records", sep = "/"),
                 accept("application/vnd.kafka.json.v2+json"),
                 encode="json")
 
-apachelog <- fromJSON(content(messages,"text"))
+messages2 <- fromJSON(content(messagesJSON,"text"))
+
+apachelog <- rbind(messages$value,messages2$value)
+
+createPlot(apachelog)
 
 # Remove the consumer
-DELETE(url = paste(kafka_rest_proxy,"consumers","my_json_consumer","instances","my_consumer_instance", sep = "/"),
+DELETE(url = paste(kafka_rest_proxy,"consumers",consumer,"instances",consumer_instance, sep = "/"),
        content_type("application/vnd.kafka.v2+json"))