Presto 101t Documentation

6.1. Hive Connector

6.1. Hive Connector

The Hive connector allows querying data stored in a Hive data warehouse. Hive is a combination of three components:

Presto only uses the first two components: the data and the metadata. It does not use HiveQL or any part of Hive’s execution environment.

Supported File Types

The following file types are supported for the Hive connector:

  • ORC
  • RCFile
  • TEXT
  • Parquet

Configuration

Presto includes Hive connectors for multiple versions of Hadoop:

  • hive-hadoop2: Apache Hadoop 2.x
  • hive-cdh5: Cloudera CDH 5

Create /etc/presto/catalog/hive.properties with the following contents to mount the hive-hadoop2 connector as the hive catalog, replacing hive-hadoop2 with the proper connector for your version of Hadoop and example.net:9083 with the correct host and port for your Hive metastore Thrift service:

connector.name=hive-hadoop2
hive.metastore.uri=thrift://example.net:9083

Additionally, you should add the following property to jvm.config, replacing <hdfs_username> with your hdfs user name:

-DHADOOP_USER_NAME=<hdfs_username>

Multiple Hive Clusters

You can have as many catalogs as you need, so if you have additional Hive clusters, simply add another properties file to /etc/presto/catalog with a different name (making sure it ends in .properties). For example, if you name the property file sales.properties, Presto will create a catalog named sales using the configured connector. If you are connecting to more than one Hive metastore, you can create any number of properties files configuring multiple instances of the Hive connector.

HDFS Configuration

Presto configures the HDFS client automatically for most setups and does not require any configuration files. In some rare cases, such as when using federated HDFS, it may be necessary to specify additional HDFS client options in order to access your HDFS cluster. To do so, add the hive.config.resources property to reference your HDFS config files:

hive.config.resources=/etc/hadoop/conf/core-site.xml,/etc/hadoop/conf/hdfs-site.xml

Only specify additional configuration files if absolutely necessary. We also recommend reducing the configuration files to have the minimum set of required properties, as additional properties may cause problems.

Configuration Properties

Property Name Description Example
hive.metastore.uri The URI of the Hive Metastore to connect to using the Thrift protocol. This property is required. thrift://192.0.2.3:9083
hive.config.resources An optional comma-separated list of HDFS configuration files. These files must exist on the machines running Presto. Only specify this if absolutely necessary to access HDFS. /etc/hdfs-site.xml
hive.storage-format The default file format used when creating new tables RCBINARY
hive.force-local-scheduling Force splits to be scheduled on the same node as the Hadoop DataNode process serving the split data. This is useful for installations where Presto is collocated with every DataNode. true

Querying Hive Tables

The following table is an example Hive table from the Hive Tutorial. It can be created in Hive (not in Presto) using the following Hive CREATE TABLE command:

hive> CREATE TABLE page_view (
    >   viewTime INT,
    >   userid BIGINT,
    >   page_url STRING,
    >   referrer_url STRING,
    >   ip STRING COMMENT 'IP Address of the User')
    > COMMENT 'This is the page view table'
    > PARTITIONED BY (dt STRING, country STRING)
    > STORED AS SEQUENCEFILE;
OK
Time taken: 3.644 seconds

Assuming that this table was created in the web schema in Hive, this table can be described in Presto:

DESCRIBE hive.web.page_view;
    Column    |  Type   | Null | Partition Key |        Comment
--------------+---------+------+---------------+------------------------
 viewtime     | bigint  | true | false         |
 userid       | bigint  | true | false         |
 page_url     | varchar | true | false         |
 referrer_url | varchar | true | false         |
 ip           | varchar | true | false         | IP Address of the User
 dt           | varchar | true | true          |
 country      | varchar | true | true          |
(7 rows)

This table can then be queried in Presto:

SELECT * FROM hive.web.page_view;