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Hive命令行常用操作(数据库操作,表操作)

时间:2021-07-01 10:21:17 帮助过:23人阅读

Hive 0.14.0 and later) [(col_name data_type [COMMENT col_comment], ...)] [COMMENT table_comment] [PARTITIONED BY (col_name data_type [COMMENT col_comment], ...)] [CLUSTERED BY (col_name, col_name, ...) [SORTED BY (col_name [ASC|DESC], ...)] INTO num_buckets BUCKETS] [SKEWED BY (col_name, col_name, ...) -- (Note: Available in Hive 0.10.0 and later)] ON ((col_value, col_value, ...), (col_value, col_value, ...), ...) [STORED AS DIRECTORIES] [ [ROW FORMAT row_format] [STORED AS file_format] | STORED BY ‘storage.handler.class.name‘ [WITH SERDEPROPERTIES (...)] -- (Note: Available in Hive 0.6.0 and later) ] [LOCATION hdfs_path] [TBLPROPERTIES (property_name=property_value, ...)] -- (Note: Available in Hive 0.6.0 and later) [AS select_statement]; -- (Note: Available in Hive 0.5.0 and later; not supported for external tables)

hive (default)> create table test(id int);
OK
Time taken: 10.143 seconds

获得表的建表语句

hive (default)> show create table test;
OK
createtab_stmt
CREATE TABLE test(
id int)
ROW FORMAT SERDE
‘org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe’
STORED AS INPUTFORMAT
‘org.apache.hadoop.mapred.TextInputFormat’
OUTPUTFORMAT
‘org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat’
LOCATION
‘hdfs://nameservice1/user/hive/warehouse/test’
TBLPROPERTIES (
‘transient_lastDdlTime’=’1436799093’)
Time taken: 0.135 seconds, Fetched: 12 row(s)

创建内部表

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其他获得表的信息
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创建外部表

hive (default)> create external table testexttable(
              > name string comment ‘name value‘,
              > addr string comment ‘addr value‘
              > );
OK
Time taken: 10.172 seconds

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create table if not exists testtable(
name string comment ‘name value‘,
addr string comment ‘addr value‘
)
row format delimited fields terminated by ‘\t‘ lines terminated by ‘\n‘ stored as textfile
;

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加载数据

hive (default)> load data local inpath ‘/liguodong/hivedata/datatest’ overwrite into table testtable;

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hive (default)> load data local inpath ‘/liguodong/hivedata/datatest’ into table testtable;
如果没有使用overwrite,则会再拷贝一份数据,不会覆盖原来的数据。
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hive (default)> create external table if not exists employees(
              > name string,
              > salary string,
              > subordinates array<string>,
              > deductions map<string,float>,
              > address struct<street:string,city:string,state:string,zip:int>
              > )
              > row format delimited fields terminated by ‘\t‘
              > collection items terminated by ‘,‘
              > map keys terminated by ‘:‘
              > lines terminated by ‘\n‘
              > stored as textfile
              > location ‘/liguodong/data/‘
              > ;

查找表数据

hive> select * from employees;
OK
tony    1338    ["a1","a2","a3"]        {"k1":1.0,"k2":2.0,"k3":3.0}    {"street":"s1","city":"s2","state":"s3","zip":4}
mark    5453    ["a4","a5","a6"]        {"k4":4.0,"k5":5.0,"k6":6.0}    {"street":"s4","city":"s5","state":"s6","zip":6}
ivy     323     ["a7","a8","a9"]        {"k7":7.0,"k8":8.0,"k9":9.0}    {"street":"s7","city":"s8","state":"s9","zip":9}
Time taken: 10.204 seconds, Fetched: 3 row(s)

查树组
hive> select subordinates[1]  from employees;
Total MapReduce CPU Time Spent: 2 seconds 740 msec
OK
a2
a5
a8
查map
hive> select deductions["k2"]  from employees;

OK
2.0
NULL
NULL
Time taken: 75.812 seconds, Fetched: 3 row(s)

查结构体
hive> select address.city  from employees;
Total MapReduce CPU Time Spent: 2 seconds 200 msec
OK
s2
s5
s8
Time taken: 75.311 seconds, Fetched: 3 row(s)

注意:select * 不执行mapreduce,只进行一个本地的查询。
select 某个字段 生成一个job,执行mapreduce。

select * from employees;
select * from employees limit 10;

删除表

内部表删除,会连同hdfs存储的数据一同删除,而外部表删除,只会删除外部表的元数据信息。

hive (default)> drop table testtable;
OK
Time taken: 10.283 seconds
hive (default)> drop table testexttable;
OK
Time taken: 0.258 seconds

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Hive命令行常用操作(数据库操作,表操作)

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