Java 类名：com.alibaba.alink.operator.batch.sql.FullOuterJoinBatchOp
Python 类名：FullOuterJoinBatchOp

功能介绍

对批式数据进行sql的FULL OUTER JOIN操作。

参数说明

| 名称 | 中文名称 | 描述 | 类型 | 是否必须？ | 取值范围 | 默认值 | | —- | —- | —- | —- | —- | —- | —- |

| joinPredicate | where语句 | where语句 | String | ✓ | | |

| selectClause | select语句 | select语句 | String | ✓ | | |

| type | join类型 | join类型: “join”, “leftOuterJoin”, “rightOuterJoin” 或 “fullOuterJoin” | String | | “JOIN”, “LEFTOUTERJOIN”, “RIGHTOUTERJOIN”, “FULLOUTERJOIN” | “JOIN” |

代码示例

Python 代码

  1. from pyalink.alink import *
  3. import pandas as pd
  5. useLocalEnv(1)
  7. df = pd.DataFrame([
  8.     ['Ohio', 2000, 1.5],
  9.     ['Ohio', 2001, 1.7],
  10.     ['Ohio', 2002, 3.6],
  11.     ['Nevada', 2001, 2.4],
  12.     ['Nevada', 2002, 2.9],
  13.     ['Nevada', 2003, 3.2]
  14. ])
  16. batch_data1 = BatchOperator.fromDataframe(df, schemaStr='f1 string, f2 bigint, f3 double')
  17. batch_data2 = BatchOperator.fromDataframe(df, schemaStr='f1 string, f2 bigint, f3 double')
  19. op = FullOuterJoinBatchOp().setJoinPredicate("a.f1=b.f1 and a.f2=b.f2").setSelectClause("a.f1, a.f2, a.f3")
  20. result = op.linkFrom(batch_data1, batch_data2)
  21. result.print()

Java 代码

  1. import com.alibaba.alink.operator.batch.BatchOperator;
  2. import com.alibaba.alink.operator.batch.source.MemSourceBatchOp;
  3. import com.alibaba.alink.operator.batch.sql.FullOuterJoinBatchOp;
  4. import org.junit.Test;
  6. public class FullOuterJoinBatchOpTest {
  7.     @Test
  8.     public void testFullOuterJoinBatchOp() throws Exception {
  9.         List <Row> df = Arrays.asList(
  10.             Row.of("Ohio", 2000, 1.5),
  11.             Row.of("Ohio", 2001, 1.7),
  12.             Row.of("Ohio", 2002, 3.6),
  13.             Row.of("Nevada", 2001, 2.4),
  14.             Row.of("Nevada", 2002, 2.9),
  15.             Row.of("Nevada", 2003, 3.2)
  16.         );
  17.         BatchOperator <?> data1 = new MemSourceBatchOp(df, "f1 string, f2 int, f3 double");
  18.         BatchOperator <?> data2 = new MemSourceBatchOp(df, "f1 string, f2 int, f3 double");
  19.         BatchOperator <?> joinOp =
  20.             new FullOuterJoinBatchOp().setJoinPredicate("a.f1=b.f1 and a.f2=b.f2").setSelectClause(
  21.                 "a.f1, a.f2, a.f3");
  22.         joinOp.linkFrom(data1, data2).print();
  23.     }
  24. }

运行结果

| f1 | f2 | f3 | | —- | —- | —- |

| Nevada | 2001 | 2.4000 |

| Nevada | 2002 | 2.9000 |

| Nevada | 2003 | 3.2000 |

| Ohio | 2000 | 1.5000 |

| Ohio | 2001 | 1.7000 |

| Ohio | 2002 | 3.6000 |