Hive的Explain命令
Hive的Explain命令,用于显示SQL查询的执行计划。
Hive查询被转化成序列阶段(这是一个有向无环图)。这些阶段可能是mapper/reducer阶段,或者是Metastore或文件系统的操作,如移动和重命名的阶段。
例子
hive> explain [extended] --加上关键字extended,则显示抽象语法树
> select * from student
> cluster by age;
1.查询的抽象语法树(没用,可以忽略)
2.执行计划计划的不同阶段之间的依赖关系(很重要)
OK
STAGE DEPENDENCIES:
Stage-1 is a root stage
Stage-0 is a root stage
3.每个场景的描述
STAGE PLANS:
Stage: Stage-1
Map Reduce
Map Operator Tree: //发生在job的 map 处理阶段过程
TableScan //读取表的数据
alias: student //表名为student,若select * from emp e;表有别名则显示别名e
Statistics: Num rows: 0 Data size: 74 Basic stats: PARTIAL Column stats: NONE
Select Operator
expressions: age (type: int), name (type: string)
outputColumnNames: _col0, _col1
Statistics: Num rows: 0 Data size: 74 Basic stats: PARTIAL Column stats: NONE
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 0 Data size: 74 Basic stats: PARTIAL Column stats: NONE
value expressions: _col0 (type: int), _col1 (type: string)
Reduce Operator Tree: //发生在job的 reduce 处理阶段过程
Extract
Statistics: Num rows: 0 Data size: 74 Basic stats: PARTIAL Column stats: NONE
File Output Operator
compressed: false
Statistics: Num rows: 0 Data size: 74 Basic stats: PARTIAL Column stats: NONE
table:
//说明输入格式是TextInputFormat
input format: org.apache.hadoop.mapred.TextInputFormat
//说明输出格式是HiveIgnoreKeyTextOutputFormat
output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
Stage: Stage-0
Fetch Operator
limit: -1 //--job中没有Limit
Time taken: 0.085 seconds, Fetched: 36 row(s)