I've created a Hive Table through an Elastic MapReduce interactive session and populated it from a CSV file like this:
CREATE TABLE csvimport(id BIGINT, time STRING, log STRING)
ROW FORMAT DELIMITED
FIELDS TERMINATED BY '\t';
LOAD DATA LOCAL INPATH '/home/hadoop/file.csv' OVERWRITE INTO TABLE csvimport;
I now want to store the Hive table in a S3 bucket so the table is preserved once I terminate the MapReduce instance.
Does anyone know how to do this?
The Hive connector can read and write tables that are stored in Amazon S3 or S3-compatible systems. This is accomplished by having a table or database location that uses an S3 prefix, rather than an HDFS prefix.
Hive Use CasesRunning Hive on the EMR clusters enables Airbnb analysts to perform ad hoc SQL queries on data stored in the S3 data lake. By migrating to a S3 data lake, Airbnb reduced expenses, can now do cost attribution, and increased the speed of Apache Spark jobs by three times their original speed.
Yes you have to export and import your data at the start and end of your hive session
To do this you need to create a table that is mapped onto S3 bucket and directory
CREATE TABLE csvexport ( id BIGINT, time STRING, log STRING ) row format delimited fields terminated by ',' lines terminated by '\n' STORED AS TEXTFILE LOCATION 's3n://bucket/directory/';
Insert data into s3 table and when the insert is complete the directory will have a csv file
INSERT OVERWRITE TABLE csvexport select id, time, log from csvimport;
Your table is now preserved and when you create a new hive instance you can reimport your data
Your table can be stored in a few different formats depending on where you want to use it.
Above Query needs to use EXTERNAL keyword, i.e:
CREATE EXTERNAL TABLE csvexport ( id BIGINT, time STRING, log STRING ) row format delimited fields terminated by ',' lines terminated by '\n' STORED AS TEXTFILE LOCATION 's3n://bucket/directory/'; INSERT OVERWRITE TABLE csvexport select id, time, log from csvimport;
An another alternative is to use the query
INSERT OVERWRITE DIRECTORY 's3n://bucket/directory/' select id, time, log from csvimport;
the table is stored in the S3 directory with HIVE default delimiters.
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