本文為英文版的機器翻譯版本,如內容有任何歧義或不一致之處,概以英文版為準。
ORC SerDe
使用從ORC SerDe 資料建立 Athena 資ORC料表。
序列化程式庫名稱
ORC SerDe is 的序列化程式庫org.apache.hadoop.hive.ql.io.orc.OrcSerde
,但在您的陳述式中,您可以使用子CREATE
TABLE
STORED AS
ORC
句指定此項目。如需原始程式碼資訊,請參閱 GitHub .com 上的 OrcSerde.java。
注意
Replace (取代) myregion
s3://athena-examples-
使用您執行 Athena 的地區識別碼,例如,myregion
/path/to/data/s3://athena-examples-us-west-1/path/to/data/
.
下列範例會針對中的航班延誤資料建立資料表ORC。資料表包含分割區:
DROP TABLE flight_delays_orc; CREATE EXTERNAL TABLE flight_delays_orc ( yr INT, quarter INT, month INT, dayofmonth INT, dayofweek INT, flightdate STRING, uniquecarrier STRING, airlineid INT, carrier STRING, tailnum STRING, flightnum STRING, originairportid INT, originairportseqid INT, origincitymarketid INT, origin STRING, origincityname STRING, originstate STRING, originstatefips STRING, originstatename STRING, originwac INT, destairportid INT, destairportseqid INT, destcitymarketid INT, dest STRING, destcityname STRING, deststate STRING, deststatefips STRING, deststatename STRING, destwac INT, crsdeptime STRING, deptime STRING, depdelay INT, depdelayminutes INT, depdel15 INT, departuredelaygroups INT, deptimeblk STRING, taxiout INT, wheelsoff STRING, wheelson STRING, taxiin INT, crsarrtime INT, arrtime STRING, arrdelay INT, arrdelayminutes INT, arrdel15 INT, arrivaldelaygroups INT, arrtimeblk STRING, cancelled INT, cancellationcode STRING, diverted INT, crselapsedtime INT, actualelapsedtime INT, airtime INT, flights INT, distance INT, distancegroup INT, carrierdelay INT, weatherdelay INT, nasdelay INT, securitydelay INT, lateaircraftdelay INT, firstdeptime STRING, totaladdgtime INT, longestaddgtime INT, divairportlandings INT, divreacheddest INT, divactualelapsedtime INT, divarrdelay INT, divdistance INT, div1airport STRING, div1airportid INT, div1airportseqid INT, div1wheelson STRING, div1totalgtime INT, div1longestgtime INT, div1wheelsoff STRING, div1tailnum STRING, div2airport STRING, div2airportid INT, div2airportseqid INT, div2wheelson STRING, div2totalgtime INT, div2longestgtime INT, div2wheelsoff STRING, div2tailnum STRING, div3airport STRING, div3airportid INT, div3airportseqid INT, div3wheelson STRING, div3totalgtime INT, div3longestgtime INT, div3wheelsoff STRING, div3tailnum STRING, div4airport STRING, div4airportid INT, div4airportseqid INT, div4wheelson STRING, div4totalgtime INT, div4longestgtime INT, div4wheelsoff STRING, div4tailnum STRING, div5airport STRING, div5airportid INT, div5airportseqid INT, div5wheelson STRING, div5totalgtime INT, div5longestgtime INT, div5wheelsoff STRING, div5tailnum STRING ) PARTITIONED BY (year String) STORED AS ORC LOCATION 's3://athena-examples-
myregion
/flight/orc/' tblproperties ("orc.compress"="ZLIB");
在資料表上執行 MSCK REPAIR TABLE
陳述式,以重新整理分割區中繼資料:
MSCK REPAIR TABLE flight_delays_orc;
使用此查詢以取得延誤超過 1 小時的前 10 個航線:
SELECT origin, dest, count(*) as delays FROM flight_delays_orc WHERE depdelayminutes > 60 GROUP BY origin, dest ORDER BY 3 DESC LIMIT 10;