Apache Phoenix的Join操作和优化
估计Phoenix中支持Joins,对很多使用Hbase的朋友来说,还是比较好的。下面我们就来演示一下。
首先看一下几张表的数据:
Orders表:
OrderID |
CustomerID |
ItemID |
Quantity |
Date |
1630781 |
C004 |
I001 |
650 |
09-01-2013 |
1630782 |
C003 |
I006 |
2500 |
09-02-2013 |
1630783 |
C002 |
I002 |
340 |
09-03-2013 |
1630784 |
C004 |
I006 |
1260 |
09-04-2013 |
1630785 |
C005 |
I003 |
1500 |
09-05-2013 |
数据保存到Orders.csv,内容格式为:
1630781,C004,I001,650,09-01-2013
1630782,C003,I006,2500,09-02-2013
1630783,C002,I002,340,09-03-2013
1630784,C004,I006,1260,09-04-2013
1630785,C005,I003,1500,09-05-2013
Customers表:
CustomerID |
CustomerName |
Country |
C001 |
Telefunken |
Germany |
C002 |
Logica |
Belgium |
C003 |
Salora Oy |
Finland |
C004 |
Alps Nordic AB |
Sweden |
C005 |
Deister Electronics |
Germany |
C006 |
Thales Nederland |
Netherlands |
数据保存到Customers.csv,内容格式为:
C001,Telefunken,Germany
C002,Logica,Belgium
C003,Salora Oy,Finland
C004,Alps Nordic AB,Sweden
C005,Deister Electronics,Germany
C006,Thales Nederland,Netherlands
Items表:
ItemID |
ItemName |
Price |
I001 |
BX016 |
15.96 |
I002 |
MU947 |
20.35 |
I003 |
MU3508 |
9.6 |
I004 |
XC7732 |
55.24 |
I005 |
XT0019 |
12.65 |
I006 |
XT2217 |
12.35 |
数据保存到Items.csv,内容格式为:
I001,BX016,15.96
I002,MU947,20.35
I003,MU3508,9.6
I004,XC7732,55.24
I005,XT0019,12.65
I006,XT2217,12.35
创建表的语句为:
Orders.sql文件内容为:
create table IF NOT EXISTS Orders (
OrderID Integer,
CustomerID Char(4),
ItemID Char(4),
Quantity Integer,
Date Char(10)
constraint pk Primary key(OrderID)
);
Customers.sql文件内容为:
create table IF NOT EXISTS Customers (
CustomerID Char(4),
CustomerName Varchar(50),
Country Varchar(50)
constraint pk Primary key(CustomerID)
);
Items.sql文件内容为:
create table IF NOT EXISTS Items (
ItemID Char(4),
ItemName Char(10),
Price Decimal(25,2)
constraint pk Primary key(ItemID)
);
我们将上面的数据导入到创建的表中:
bin/psql.py gpmaster:2181:/hbaseforkylin Orders.sql Orders.csv
bin/psql.py gpmaster:2181:/hbaseforkylin Customers.sql Customers.csv
bin/psql.py gpmaster:2181:/hbaseforkylin Items.sql Items.sql
查看数据是否已经导入:
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" alt="" />
可以看到数据都全部导入了。
下面来执行一些关于Join的相关操作:
SELECT O.OrderID,C.CustomerName,C.Country, O.Date
FROM Orders AS O
INNER JOIN Customers AS C
ON O.CustomerID = C.CustomerID;
执行过程以及结果如下:
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" 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基于索引的Join操作
当执行join查询操作时,二级索引能够自动地被利用。如果我们在Orders和Items上分别创建索引,如下:
CREATE INDEX iOrders ON Orders (ItemID) INCLUDE (CustomerID, Quantity);
CREATE INDEX i2Orders ON Orders(CustomerID) INCLUDE (ItemID, Quantity);
CREATE INDEX iItems ON Items (ItemName) INCLUDE (Price);
如果你创建可变的二级索引,出现如下的错误:
Error: ERROR 1029 (42Y88): Mutable secondary indexes must have the hbase.regionserver.wal.codec property set to org.apache.Hadoop.hbase.regionserver.wal.IndexedWALEditCodec in thehbase-sites.xml of every region server. tableName=IORDERS(state=42Y88,code=1029)
那么需要在RegionServer每个节点的hbase-site.xml中配置参数:
<property>
<name>hbase.regionserver.wal.codec</name>
<value>org.apache.hadoop.hbase.regionserver.wal.IndexedWALEditCodec</value>
</property>
然后重启HBase集群。
执行查询:
SELECT ItemName,sum(Price * Quantity) AS OrderValue
FROM Items
JOIN Orders
ON Items.ItemID = Orders.ItemID
WHERE Orders.CustomerID > 'C002'
GROUP BY ItemName;
查询结果为:
aaarticlea/png;base64,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" alt="" />
通过explain查询执行计划:
aaarticlea/png;base64,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" 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在这个案例中,可以看到索引iItems和索引i2Orders都有使用。
GroupedJoins and Derived Tables
Phoenix也支持复杂的Join语法,比如 grouped joins(或子查询),以及derived-tables(派生表)的join操作。
对于 grouped joins来说,如下:
SELECT O.OrderID,C.CustomerID, I.ItemID
FROM Customers AS C
INNER JOIN
(Items AS I
INNER JOIN OrdersAS O
ON I.ItemID = O.ItemID)
ON C.CustomerID = O.CustomerID;
通过使用一个子查询(derived table)替换 sub join,得到相等的查询:
SELECT S.OrderID,C.CustomerID, S.ItemID
FROM Customers AS C
INNER JOIN
( select O.CustomerID,
O.OrderID,
I.ItemID
from Items AS I
INNER JOIN Orders AS O
ON I.ItemID = O.ItemID) S
ON C.CustomerID = S.CustomerID;
上面两个查询结果都为:
aaarticlea/png;base64,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" alt="" />
Hash Join vs. Sort-Merge Join
基本的Hash Join通常比其他类型的join算法更好,但是它也有一些限制,其中最典型的一个特性是关系中的一张表要小到能够加载到内存中。Phoenix同时支持Hash Join和Sort-Merge Join去实现快速的join操作以及两张大表之间的join操作。
Phoenix目前尽可能地使用Hash Join算法,因为通常更快。但是我们可以使用“USE_SORT_MERGE_JOIN”的hint在查询中使用Sort-Merge Join。对于这两种join的算法的选择将来会根据表的统计信息自动选择。
Foreign Key to Primary Key Join Optimization
通常情况下,一个join发生在一个child 表到一个parent 表,通过child表的外键映射到一个parent表的主键。因此代替对parent表的全表扫描,Phoenix将基于child表的外键值对parent表进行skip-scan或range-scan扫描。
下面我们举个例子,parent表为“Employee”,child表为“Patent”。
CREATE TABLE Employee (
Region VARCHAR NOT NULL,
LocalID VARCHAR NOT NULL,
Name VARCHAR,
StartDate DATE,
CONSTRAINT pk PRIMARY KEY (Region, LocalID));
CREATE TABLE Patent (
PatentID VARCHAR NOT NULL,
Region VARCHAR,
LocalID VARCHAR,
Title VARCHAR,
Category VARCHAR,
FileDate DATE,
CONSTRAINT pk PRIMARY KEY (PatentID));
SELECT E.Name, E.Region, P.PCount
FROM Employee AS E
JOIN
(SELECT Region, LocalID, count(*) AS PCount
FROM Patent
WHERE FileDate >= to_date('2000-01-01')
GROUP BY Region, LocalID) AS P
ON E.Region = P.Region AND E.LocalID =P.LocalID;
上面的查询语句通过Region和LocalID两个join的key对表“Employee”使用skip-scan扫描。下面是查询使用和不使用这个优化的执行时间(“Employee”大概5000000 行,“Patent”大约1000 行记录):
W/O(没有) Optimization |
W/(有) Optimization |
8.1s |
0.4s |
然而,当考虑到child外键的值完全在parent表的主键空间中,因此使用skip-scan只会慢不会快的。你可以总是通过指定“NO_CHILD_PARENT_OPTIMIZATION”的hint关闭这个优化。将来,通过表的统计信息智能地选择这两种模式。
Configuration
前面我们提到,使用Hash Join时,前提条件是将关联中的一张表加载到内存中,以便广播到所有的服务器,因此需要考虑RegionServer服务器的堆内存足够大以便容纳较小的表,我们也需要关注一下使用Hash Join的几个关键性的配置参数。
服务器端缓存用于存放哈希表,缓存的大小和生存时间由下面的几个参数控制。
1. phoenix.query.maxServerCacheBytes
一个relation在被压缩和发送到RegionServer前的最大原始数据大小(bytes)。
如果尝试去序列化一个relation原始数据大小超过这个值的话,会导致MaxServerCacheSizeExceededException错误。
默认值为:104857600
2. phoenix.query.maxGlobalMemoryPercentage
所有threads使用的堆内存百分比(Runtime.getRuntime().maxMemory())。
默认值为:15
3. phoenix.coprocessor.maxServerCacheTimeToLiveMs
服务器端缓存的最大生存时间。
当在服务器端出现IO异常(“Could not find hash cache for joinId”),就考虑调整这个参数了。
如果获取到“Earlier hash cache(s) might have expired on servers”告警日志时,可以提升这个参数的值。
默认值为:30000(30s)
尽管有时可以通过修改参数来解决上面提到的一些异常问题,但是强烈建议首先要考虑优化join的查询,大家可以学习下面的优化部分内容。
OptimizingYour Query
下面是默认join的顺序(没有表统计信息的存在),查询的一边作为“smaller”relation并且将被加载到服务器的内存中:
1. lhs INNER JOIN rhs
rhs将在服务器的内存中建立hash表
2. lhs LEFT OUTER JOIN rhs
rhs将在服务器的内存中建立hash表
3. lhs RIGHT OUTER JOIN rhs
lhs将在服务器的内存中建立hash表
对于多个join查询来说,join的顺序是比较复杂的,你可以使用explain来查询真正的执行计划。对于multiple-inner-join查询来说,Phoenix默认应用star-join优化,意味着join所有右手边的表的同时,leading的表(即左手边的表)将仅仅被扫描一次。当所有右手边的表的大小超过内存限制时,你可以通过使用“NO_STAR_JOIN”的hint来关闭这个优化。
下面我们来看一下之前的查询示例:
SELECT O.OrderID, C.CustomerName, I.ItemName, I.Price,O.Quantity
FROM Orders AS O
INNER JOIN Customers AS C
ON O.CustomerID = C.CustomerID
INNER JOIN Items AS I
ON O.ItemID = I.ItemID;
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" alt="" />
默认的Join顺序为(使用star-join优化):
1. SCAN Customers --> BUILD HASH[0]
SCAN Items --> BUILD HASH[1]
2. SCAN Orders JOIN HASH[0], HASH[1] --> Final Resultset
另外,如果我们使用“NO_STAR_JOIN”的hint,如下:
SELECT /*+ NO_STAR_JOIN*/ O.OrderID, C.CustomerName, I.ItemName, I.Price, O.Quantity
FROM Orders AS O
INNER JOIN Customers AS C
ON O.CustomerID = C.CustomerID
INNER JOIN Items AS I
ON O.ItemID = I.ItemID;
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" alt="" />
这次的Join顺序为:
1. SCAN Customers --> BUILD HASH[0]
2. SCAN Orders JOIN HASH[0]; CLOSE HASH[0] --> BUILD HASH[1]
3. SCAN Items JOIN HASH[1] --> Final Resultset
这里需要说明的是,并不是表的整个数据集都计算到内存占用的,而是只有查询使用的列数据并且过滤后的记录才会在服务器端建立Hash表。
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