hbase-0.92.1过滤器学习

查看当前hbase中支持的过滤器

hbase(main):060:0* show_filters
Documentation on filters mentioned below can be found at: https://our.intern.facebook.com/intern/wiki/index.php/HBase/Filter_Language                                                                                                                        
ColumnPrefixFilter                                                                                                                                                                                                                                           
TimestampsFilter                                                                                                                                                                                                                                             
PageFilter                                                                                                                                                                                                                                                   
MultipleColumnPrefixFilter                                                                                                                                                                                                                                   
FamilyFilter                                                                                                                                                                                                                                                 
ColumnPaginationFilter                                                                                                                                                                                                                                       
SingleColumnValueFilter                                                                                                                                                                                                                                      
RowFilter                                                                                                                                                                                                                                                    
QualifierFilter                                                                                                                                                                                                                                              
ColumnRangeFilter                                                                                                                                                                                                                                            
ValueFilter                                                                                                                                                                                                                                                  
PrefixFilter                                                                                                                                                                                                                                                 
SingleColumnValueExcludeFilter                                                                                                                                                                                                                               
ColumnCountGetFilter                                                                                                                                                                                                                                         
InclusiveStopFilter                                                                                                                                                                                                                                          
DependentColumnFilter                                                                                                                                                                                                                                        
FirstKeyOnlyFilter                                                                                                                                                                                                                                           
KeyOnlyFilter                       

新建测试表和数据

hbase(main):072:0* create 'emp', 'mycf'

put 'emp', 'row1', 'mycf:name', 'adams'
put 'emp', 'row1', 'mycf:depart', 'research'
put 'emp', 'row1', 'mycf:job', 'clerk'
put 'emp', 'row1', 'mycf:id', '7876'
put 'emp', 'row1', 'mycf:locate', 'dallas'

put 'emp', 'row2', 'mycf:name', 'allen'
put 'emp', 'row2', 'mycf:depart', 'sales'
put 'emp', 'row2', 'mycf:job', 'salesman'
put 'emp', 'row2', 'mycf:id', '7499'
put 'emp', 'row2', 'mycf:locate', 'chicago'

put 'emp', 'row3', 'mycf:name', 'blake'
put 'emp', 'row3', 'mycf:depart', 'sales'
put 'emp', 'row3', 'mycf:job', 'manager'
put 'emp', 'row3', 'mycf:id', '7698'
put 'emp', 'row3', 'mycf:locate', 'chicago'

put 'emp', 'row4', 'mycf:name', 'clark'
put 'emp', 'row4', 'mycf:depart', 'accounting'
put 'emp', 'row4', 'mycf:job', 'manager'
put 'emp', 'row4', 'mycf:id', '7782'
put 'emp', 'row4', 'mycf:locate', 'new york'

put 'emp', 'row5', 'mycf:name', 'ford'
put 'emp', 'row5', 'mycf:depart', 'research'
put 'emp', 'row5', 'mycf:job', 'analyst'
put 'emp', 'row5', 'mycf:id', '7902'
put 'emp', 'row5', 'mycf:locate', 'dallas'

put 'emp', 'row6', 'mycf:name', 'james'
put 'emp', 'row6', 'mycf:depart', 'sales'
put 'emp', 'row6', 'mycf:job', 'clerk'
put 'emp', 'row6', 'mycf:id', '7900'
put 'emp', 'row6', 'mycf:locate', 'chicago'

put 'emp', 'row7', 'mycf:name', 'jones'
put 'emp', 'row7', 'mycf:depart', 'research'
put 'emp', 'row7', 'mycf:job', 'manager'
put 'emp', 'row7', 'mycf:id', '7566'
put 'emp', 'row7', 'mycf:locate', 'dallas'

put 'emp', 'row8', 'mycf:name', 'king'
put 'emp', 'row8', 'mycf:depart', 'accounting'
put 'emp', 'row8', 'mycf:job', 'president'
put 'emp', 'row8', 'mycf:id', '7839'
put 'emp', 'row8', 'mycf:locate', 'new york'



hbase(main):180:0> scan 'emp'
ROW                                                              COLUMN+CELL                                                                                                                                                                                 
 row1                                                            column=mycf:depart, timestamp=1555846776542, value=research                                                                                                                                 
 row1                                                            column=mycf:id, timestamp=1555846776590, value=7876                                                                                                                                         
 row1                                                            column=mycf:job, timestamp=1555846776566, value=clerk                                                                                                                                       
 row1                                                            column=mycf:locate, timestamp=1555846776618, value=dallas                                                                                                                                   
 row1                                                            column=mycf:name, timestamp=1555846776511, value=adams                                                                                                                                      
 row2                                                            column=mycf:depart, timestamp=1555846776687, value=sales                                                                                                                                    
 row2                                                            column=mycf:id, timestamp=1555846776736, value=7499                                                                                                                                         
 row2                                                            column=mycf:job, timestamp=1555846776712, value=salesman                                                                                                                                    
 row2                                                            column=mycf:locate, timestamp=1555846776770, value=chicago                                                                                                                                  
 row2                                                            column=mycf:name, timestamp=1555846776662, value=allen                                                                                                                                      
 row3                                                            column=mycf:depart, timestamp=1555846776838, value=sales                                                                                                                                    
 row3                                                            column=mycf:id, timestamp=1555846776887, value=7698                                                                                                                                         
 row3                                                            column=mycf:job, timestamp=1555846776863, value=manager                                                                                                                                     
 row3                                                            column=mycf:locate, timestamp=1555846776912, value=chicago                                                                                                                                  
 row3                                                            column=mycf:name, timestamp=1555846776806, value=blake                                                                                                                                      
 row4                                                            column=mycf:depart, timestamp=1555846776976, value=accounting                                                                                                                               
 row4                                                            column=mycf:id, timestamp=1555846777027, value=7782                                                                                                                                         
 row4                                                            column=mycf:job, timestamp=1555846777002, value=manager                                                                                                                                     
 row4                                                            column=mycf:locate, timestamp=1555846777086, value=new york                                                                                                                                 
 row4                                                            column=mycf:name, timestamp=1555846776952, value=clark                                                                                                                                      
 row5                                                            column=mycf:depart, timestamp=1555846777146, value=research                                                                                                                                 
 row5                                                            column=mycf:id, timestamp=1555846777193, value=7902                                                                                                                                         
 row5                                                            column=mycf:job, timestamp=1555846777169, value=analyst                                                                                                                                     
 row5                                                            column=mycf:locate, timestamp=1555846777218, value=dallas                                                                                                                                   
 row5                                                            column=mycf:name, timestamp=1555846777121, value=ford                                                                                                                                       
 row6                                                            column=mycf:depart, timestamp=1555846777277, value=sales                                                                                                                                    
 row6                                                            column=mycf:id, timestamp=1555846777324, value=7900                                                                                                                                         
 row6                                                            column=mycf:job, timestamp=1555846777301, value=clerk                                                                                                                                       
 row6                                                            column=mycf:locate, timestamp=1555846777355, value=chicago                                                                                                                                  
 row6                                                            column=mycf:name, timestamp=1555846777253, value=james                                                                                                                                      
 row7                                                            column=mycf:depart, timestamp=1555846777416, value=research                                                                                                                                 
 row7                                                            column=mycf:id, timestamp=1555846777465, value=7566                                                                                                                                         
 row7                                                            column=mycf:job, timestamp=1555846777441, value=manager                                                                                                                                     
 row7                                                            column=mycf:locate, timestamp=1555846777491, value=dallas                                                                                                                                   
 row7                                                            column=mycf:name, timestamp=1555846777390, value=jones                                                                                                                                      
 row8                                                            column=mycf:depart, timestamp=1555846777556, value=accounting                                                                                                                               
 row8                                                            column=mycf:id, timestamp=1555846777604, value=7839                                                                                                                                         
 row8                                                            column=mycf:job, timestamp=1555846777581, value=president                                                                                                                                   
 row8                                                            column=mycf:locate, timestamp=1555846777628, value=new york                                                                                                                                 
 row8                                                            column=mycf:name, timestamp=1555846777526, value=king                                                                                                                                       
8 row(s) in 0.1420 seconds

 PrefixFilter

hbase(main):191:0* scan 'emp', {FILTER => "PrefixFilter ('row1')"}
ROW                                                              COLUMN+CELL                                                                                                                                                                                 
 row1                                                            column=mycf:depart, timestamp=1555846776542, value=research                                                                                                                                 
 row1                                                            column=mycf:id, timestamp=1555846776590, value=7876                                                                                                                                         
 row1                                                            column=mycf:job, timestamp=1555846776566, value=clerk                                                                                                                                       
 row1                                                            column=mycf:locate, timestamp=1555846776618, value=dallas                                                                                                                                   
 row1                                                            column=mycf:name, timestamp=1555846776511, value=adams                                                                                                                                      
1 row(s) in 0.0510 seconds

 ColumnPrefixFilter

hbase(main):192:0> scan 'emp', {FILTER => "ColumnPrefixFilter ('name')"}
ROW                                                              COLUMN+CELL                                                                                                                                                                                 
 row1                                                            column=mycf:name, timestamp=1555846776511, value=adams                                                                                                                                      
 row2                                                            column=mycf:name, timestamp=1555846776662, value=allen                                                                                                                                      
 row3                                                            column=mycf:name, timestamp=1555846776806, value=blake                                                                                                                                      
 row4                                                            column=mycf:name, timestamp=1555846776952, value=clark                                                                                                                                      
 row5                                                            column=mycf:name, timestamp=1555846777121, value=ford                                                                                                                                       
 row6                                                            column=mycf:name, timestamp=1555846777253, value=james                                                                                                                                      
 row7                                                            column=mycf:name, timestamp=1555846777390, value=jones                                                                                                                                      
 row8                                                            column=mycf:name, timestamp=1555846777526, value=king                                                                                                                                       
8 row(s) in 0.0720 seconds

ValueFilter

hbase(main):038:0* scan 'emp', FILTER=>"ValueFilter(=,'substring:sales')"
ROW                                                              COLUMN+CELL                                                                                                                                                                                 
 row2                                                            column=mycf:depart, timestamp=1555846776687, value=sales                                                                                                                                    
 row2                                                            column=mycf:job, timestamp=1555846776712, value=salesman                                                                                                                                    
 row3                                                            column=mycf:depart, timestamp=1555846776838, value=sales                                                                                                                                    
 row6                                                            column=mycf:depart, timestamp=1555846777277, value=sales                                                                                                                                    
3 row(s) in 0.0540 seconds

create 'test', 'cf1', { SPLITS => ['rk-1000', 'rk-2000', 'rk-3000'] }


for i in '0'..'9' do for j in '0'..'9' do 
   for k in '0'..'9' do put 'test', "rk-#{i}#{j}#{k}", 
    "cf1:#{j}#{k}", "#{j}#{k}" end end end