---
title: "Hive"
weight: 4
type: docs
aliases:
- /ecosystem/hive.html
---
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# Hive

This documentation is a guide for using Paimon in Hive.

## Version

Paimon currently supports Hive 3.1, 2.3, 2.2, 2.1 and 2.1-cdh-6.3.

## Execution Engine

Paimon currently supports MR and Tez execution engine for Hive Read, and MR execution engine for Hive Write. 
Note If you use beeline, please restart the hive cluster.

## Installation

Download the jar file with corresponding version.

{{< stable >}}

|                  | Jar                                                                                                                                                                                                                     |
|------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Hive 3.1         | [paimon-hive-connector-3.1-{{< version >}}.jar](https://repo.maven.apache.org/maven2/org/apache/paimon/paimon-hive-connector-3.1/{{< version >}}/paimon-hive-connector-3.1-{{< version >}}.jar)                         |
| Hive 2.3         | [paimon-hive-connector-2.3-{{< version >}}.jar](https://repo.maven.apache.org/maven2/org/apache/paimon/paimon-hive-connector-2.3/{{< version >}}/paimon-hive-connector-2.3-{{< version >}}.jar)                         |
| Hive 2.2         | [paimon-hive-connector-2.2-{{< version >}}.jar](https://repo.maven.apache.org/maven2/org/apache/paimon/paimon-hive-connector-2.2/{{< version >}}/paimon-hive-connector-2.2-{{< version >}}.jar)                         |
| Hive 2.1         | [paimon-hive-connector-2.1-{{< version >}}.jar](https://repo.maven.apache.org/maven2/org/apache/paimon/paimon-hive-connector-2.1/{{< version >}}/paimon-hive-connector-2.1-{{< version >}}.jar)                         |
| Hive 2.1-cdh-6.3 | [paimon-hive-connector-2.1-cdh-6.3-{{< version >}}.jar](https://repo.maven.apache.org/maven2/org/apache/paimon/paimon-hive-connector-2.1-cdh-6.3/{{< version >}}/paimon-hive-connector-2.1-cdh-6.3-{{< version >}}.jar) |

{{< /stable >}}

{{< unstable >}}

|                  | Jar                                                                                                                                                                   |
|------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Hive 3.1         | [paimon-hive-connector-3.1-{{< version >}}.jar](https://repository.apache.org/snapshots/org/apache/paimon/paimon-hive-connector-3.1/{{< version >}}/)                 |
| Hive 2.3         | [paimon-hive-connector-2.3-{{< version >}}.jar](https://repository.apache.org/snapshots/org/apache/paimon/paimon-hive-connector-2.3/{{< version >}}/)                 |
| Hive 2.2         | [paimon-hive-connector-2.2-{{< version >}}.jar](https://repository.apache.org/snapshots/org/apache/paimon/paimon-hive-connector-2.2/{{< version >}}/)                 |
| Hive 2.1         | [paimon-hive-connector-2.1-{{< version >}}.jar](https://repository.apache.org/snapshots/org/apache/paimon/paimon-hive-connector-2.1/{{< version >}}/)                 |
| Hive 2.1-cdh-6.3 | [paimon-hive-connector-2.1-cdh-6.3-{{< version >}}.jar](https://repository.apache.org/snapshots/org/apache/paimon/paimon-hive-connector-2.1-cdh-6.3/{{< version >}}/) |

{{< /unstable >}}

You can also manually build bundled jar from the source code.

To build from source code, [clone the git repository]({{< github_repo >}}).

Build bundled jar with the following command.
`mvn clean install -DskipTests`

You can find Hive connector jar in `./paimon-hive/paimon-hive-connector-<hive-version>/target/paimon-hive-connector-<hive-version>-{{< version >}}.jar`.

There are several ways to add this jar to Hive.

* You can create an `auxlib` folder under the root directory of Hive, and copy `paimon-hive-connector-{{< version >}}.jar` into `auxlib`.
* You can also copy this jar to a path accessible by Hive, then use `add jar /path/to/paimon-hive-connector-{{< version >}}.jar` to enable paimon support in Hive. Note that this method is not recommended. If you're using the MR execution engine and running a join statement, you may be faced with the exception `org.apache.hive.com.esotericsoftware.kryo.kryoexception: unable to find class`.

NOTE: 

* If you are using HDFS :
  * Make sure that the environment variable `HADOOP_HOME` or `HADOOP_CONF_DIR` is set.
  * You can set `paimon.hadoop-load-default-config` =`false` to disable loading the default value from `core-default.xml`、`hdfs-default.xml`, which may lead smaller size for split.
* With hive cbo, it may lead to some incorrect query results, such as to query `struct` type with `not null` predicate, you can disable the cbo by `set hive.cbo.enable=false;` command.

## Hive SQL: access Paimon Tables already in Hive metastore

Run the following Hive SQL in Hive CLI to access the created table.

```sql
-- Assume that paimon-hive-connector-<hive-version>-{{< version >}}.jar is already in auxlib directory.
-- List tables in Hive
-- (you might need to switch to "default" database if you're not there by default)

SHOW TABLES;

/*
OK
test_table
*/

-- Read records from test_table

SELECT a, b FROM test_table ORDER BY a;

/*
OK
1	Table
2	Store
*/

-- Insert records into test table
-- Limitations:
-- Only support INSERT INTO, not support INSERT OVERWRITE
-- It is recommended to write to a non primary key table
-- Writing to a primary key table may result in a large number of small files

INSERT INTO test_table VALUES (3, 'Paimon');

SELECT a, b FROM test_table ORDER BY a;

/*
OK
1	Table
2	Store
3	Paimon
*/

-- time travel

SET paimon.scan.snapshot-id=1;
SELECT a, b FROM test_table ORDER BY a;
/*
OK
1	Table
2	Store
3	Paimon
*/
SET paimon.scan.snapshot-id=null;

```

## Hive SQL: create new Paimon Tables

You can create new paimon tables in Hive. Run the following Hive SQL in Hive CLI.

```sql
-- Assume that paimon-hive-connector-{{< version >}}.jar is already in auxlib directory.
-- Let's create a new paimon table.

SET hive.metastore.warehouse.dir=warehouse_path;

CREATE TABLE hive_test_table(
    a INT COMMENT 'The a field',
    b STRING COMMENT 'The b field'
)
STORED BY 'org.apache.paimon.hive.PaimonStorageHandler';
```

## Hive SQL: access Paimon Tables by External Table

To access existing paimon table, you can also register them as external tables in Hive. Run the following Hive SQL in Hive CLI.

```sql
-- Assume that paimon-hive-connector-{{< version >}}.jar is already in auxlib directory.
-- Let's use the test_table created in the above section.
-- To create an external table, you don't need to specify any column or table properties.
-- Pointing the location to the path of table is enough.

CREATE EXTERNAL TABLE external_test_table
STORED BY 'org.apache.paimon.hive.PaimonStorageHandler'
LOCATION '/path/to/table/store/warehouse/default.db/test_table';
    
-- In addition to the way setting location above, you can also place the location setting in TBProperties
-- to avoid Hive accessing Paimon's location through its own file system when creating tables.
-- This method is effective in scenarios using Object storage,such as s3.

CREATE EXTERNAL TABLE external_test_table
STORED BY 'org.apache.paimon.hive.PaimonStorageHandler'
TBLPROPERTIES (
 'paimon_location' ='s3://xxxxx/path/to/table/store/warehouse/default.db/test_table'
);

-- Read records from external_test_table

SELECT a, b FROM external_test_table ORDER BY a;

/*
OK
1	Table
2	Store
*/

-- Insert records into test table

INSERT INTO external_test_table VALUES (3, 'Paimon');

SELECT a, b FROM external_test_table ORDER BY a;

/*
OK
1	Table
2	Store
3	Paimon
*/

```

## Hive Type Conversion

This section lists all supported type conversion between Hive and Paimon.
All Hive's data types are available in package `org.apache.hadoop.hive.serde2.typeinfo`.

<table class="table table-bordered">
    <thead>
    <tr>
      <th class="text-left" style="width: 10%">Hive Data Type</th>
      <th class="text-left" style="width: 10%">Paimon Data Type</th>
      <th class="text-left" style="width: 5%">Atomic Type</th>
    </tr>
    </thead>
    <tbody>
    <tr>
      <td><code>StructTypeInfo</code></td>
      <td><code>RowType</code></td>
      <td>false</td>
    </tr>
    <tr>
      <td><code>MapTypeInfo</code></td>
      <td><code>MapType</code></td>
      <td>false</td>
    </tr>
    <tr>
      <td><code>ListTypeInfo</code></td>
      <td><code>ArrayType</code></td>
      <td>false</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("boolean")</code></td>
      <td><code>BooleanType</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("tinyint")</code></td>
      <td><code>TinyIntType</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("smallint")</code></td>
      <td><code>SmallIntType</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("int")</code></td>
      <td><code>IntType</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("bigint")</code></td>
      <td><code>BigIntType</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("float")</code></td>
      <td><code>FloatType</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("double")</code></td>
      <td><code>DoubleType</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>CharTypeInfo(length)</code></td>
      <td><code>CharType(length)</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("string")</code></td>
      <td><code>VarCharType(VarCharType.MAX_LENGTH)</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>VarcharTypeInfo(length)</code></td>
      <td><code>VarCharType(length), length is less than VarCharType.MAX_LENGTH</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("date")</code></td>
      <td><code>DateType</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("timestamp")</code></td>
      <td><code>TimestampType</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>DecimalTypeInfo(precision, scale)</code></td>
      <td><code>DecimalType(precision, scale)</code></td>
      <td>true</td>
    </tr>
    <tr>
      <td><code>PrimitiveTypeInfo("binary")</code></td>
      <td><code>VarBinaryType</code>, <code>BinaryType</code></td>
      <td>true</td>
    </tr>
    </tbody>
</table>
