Create Kafka topic
/usr/hdp/current/kafka-broker/bin/kafka-topics.sh --create --zookeeper `hostname`:2181 --replication-factor 1 --partitions 1 --topic kafka_hive_topic
Create Hive table. (update the Kafka broker hostname below)
CREATE EXTERNAL TABLE kafka_hive_table
(`Country Name` string , `Language` string, `_id` struct<`$oid`:string>)
STORED BY 'org.apache.hadoop.hive.kafka.KafkaStorageHandler'
TBLPROPERTIES
("kafka.topic" = "kafka_hive_topic", "kafka.bootstrap.servers"="c2114-node2.labs.com:6667");
Download the sample json data.
wget -O countries.json https://github.com/ozlerhakan/mongodb-json-files/blob/master/datasets/countries.json?raw=true
Produce data into Kafka topic.
cat countries.json | /usr/hdp/current/kafka-broker/bin/kafka-console-producer.sh --broker-list c2114-node2.-labs.com:6667 --topic kafka_hive_topic
Describe table (to see additional Kafka specific columns)
describe kafka_hive_table;
+---------------+----------------------+--------------------+
| col_name | data_type | comment |
+---------------+----------------------+--------------------+
| country name | string | from deserializer |
| language | string | from deserializer |
| _id | struct<$oid:string> | from deserializer |
| __key | binary | from deserializer |
| __partition | int | from deserializer |
| __offset | bigint | from deserializer |
| __timestamp | bigint | from deserializer |
+---------------+----------------------+--------------------+
Run some sample queries.
SELECT count(*) from kafka_hive_table;
+--------+
| _c0 |
+--------+
| 21640 |
+--------+
SELECT `__partition`, max(`__offset`), CURRENT_TIMESTAMP FROM kafka_hive_table GROUP BY `__partition`, CURRENT_TIMESTAMP;
+--------------+--------+--------------------------+
| __partition | _c1 | _c2 |
+--------------+--------+--------------------------+
| 0 | 21639 | 2019-02-07 08:49:50.918 |
+--------------+--------+--------------------------+
select * from kafka_hive_table limit 10;
+--------------------------------+----------------------------+--------------------------------------+-------------------------+-------------------------------+----------------------------+-------------------------------+
| kafka_hive_table.country name | kafka_hive_table.language | kafka_hive_table._id | kafka_hive_table.__key | kafka_hive_table.__partition | kafka_hive_table.__offset | kafka_hive_table.__timestamp |
+--------------------------------+----------------------------+--------------------------------------+-------------------------+-------------------------------+----------------------------+-------------------------------+
| Afrika | af | {"$oid":"55a0f1d420a4d760b5fbdbd6"} | NULL | 0 | 0 | 1549529251002 |
| Oseanië | af | {"$oid":"55a0f1d420a4d760b5fbdbd7"} | NULL | 0 | 1 | 1549529251010 |
| Suid-Amerika | af | {"$oid":"55a0f1d420a4d760b5fbdbd8"} | NULL | 0 | 2 | 1549529251010 |
| Wêreld | af | {"$oid":"55a0f1d420a4d760b5fbdbd9"} | NULL | 0 | 3 | 1549529251011 |
| አፍሪካ | am | {"$oid":"55a0f1d420a4d760b5fbdbda"} | NULL | 0 | 4 | 1549529251011 |
| ኦሽኒያ | am | {"$oid":"55a0f1d420a4d760b5fbdbdb"} | NULL | 0 | 5 | 1549529251011 |
| ዓለም | am | {"$oid":"55a0f1d420a4d760b5fbdbdc"} | NULL | 0 | 6 | 1549529251011 |
| ደቡባዊ አሜሪካ | am | {"$oid":"55a0f1d420a4d760b5fbdbdd"} | NULL | 0 | 7 | 1549529251011 |
| أمريكا الجنوبية | ar | {"$oid":"55a0f1d420a4d760b5fbdbde"} | NULL | 0 | 8 | 1549529251011 |
| أمريكا الشمالية | ar | {"$oid":"55a0f1d420a4d760b5fbdbdf"} | NULL | 0 | 9 | 1549529251011 |
+--------------------------------+----------------------------+--------------------------------------+-------------------------+-------------------------------+----------------------------+-------------------------------+
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