AWS Athena
From Federal Burro of Information
https://docs.aws.amazon.com/athena/latest/ug/functions-operators-reference-section.html
light sensor
from the light sensor data project:
CREATE EXTERNAL TABLE IF NOT EXISTS lightsensordb.sensordatatable ( `timestamp` int, `reading1` float, `reading2` float ) ROW FORMAT SERDE 'org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe' WITH SERDEPROPERTIES ( 'serialization.format' = ' ', 'field.delim' = ' ', 'collection.delim' = 'undefined', 'mapkey.delim' = 'undefined' ) LOCATION 's3://mymainsqueeze/sensor/' TBLPROPERTIES ( 'has_encrypted_data'='false');
SELECT timestamp , reading1, reading2 from lightsensordb.sensordatatable LIMIT 100
string to date:
date_parse(b.APIDT, '%Y-%m-%d')
transactions
If you are destroying and creating tables ofeten, tweaking and tuning, make a saved query for the create.
CREATE EXTERNAL TABLE IF NOT EXISTS billing.XXX ( `posted` string, `payee` string, `address` string, `amount` float ) ROW FORMAT SERDE 'org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe' WITH SERDEPROPERTIES ( 'serialization.format' = ',', 'field.delim' = ',' ) LOCATION 's3://XXX/XXX/' TBLPROPERTIES ( 'has_encrypted_data'='false', 'skip.header.line.count'='1' );
SELECT date_parse(posted, '%m/%d/%Y') , payee FROM "billing"."XXX" limit 100;
if your data has a header remote it!
TBLPROPERTIES ( 'skip.header.line.count'='1');