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AthenaでSimple Notification Serviceの送信ログを読み込めるようにした

Last updated at Posted at 2024-07-19

S3上にあるログファイルをいい具合に取得したい

最初に、個人的なメモの側面もあるのでご容赦してほしい。

やりたかったことは、送信ログを解析したり、月々の送信数を把握したかった、それだけです。
その為に、s3上のログをいい具合に取り込んで上げる必要があった。参考にしたのは下記のページ。

下記クエリもおいておく。パーティションの使い方が非常によく分かった。

CREATE EXTERNAL TABLE IF NOT EXISTS xxxxxxxxx.sms_usage_report2 (
  `PublishTimeUTC` string,
  `MessageId` string,
  `DestinationPhoneNumber` string,
  `MessageType` string,
  `DeliveryStatus` string,
  `PriceInUSD` float,
  `PartNumber` int,
  `TotalParts` int 
)
PARTITIONED BY (
year INT,
month INT,
day INT
)
ROW FORMAT SERDE 'org.apache.hadoop.hive.serde2.OpenCSVSerde'
WITH SERDEPROPERTIES (  'escapeChar'='\\',  'quoteChar'='\"',  'integerization.format' = ',',  'field.delim' = ',' ) 
LOCATION 's3://[backet-name]/SMSUsageReports/ap-northeast-1/'
TBLPROPERTIES (
'classification'='csv',
'skip.header.line.count'='1',

'projection.enabled' = 'true',

'projection.year.type' = 'integer',
'projection.year.range' = '2010,2100',
'projection.year.digits' = '4',

'projection.month.type' = 'integer',
'projection.month.range' = '1,12',
'projection.month.digits' = '2',

'projection.day.type' = 'integer',
'projection.day.range' = '1,31',
'projection.day.digits' = '2',

'storage.location.template' = 's3://xxxxxxxxxxxxx/SMSUsageReports/ap-northeast-1/${year}/${month}/${day}'
)
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