> For the complete documentation index, see [llms.txt](https://docs.ovaledge.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.ovaledge.com/connectors/connector-repositories/big-data-platform/qubole-hive.md).

# Qubole Hive

## Connectivity Summary

An out of the box connector is available for Qubole Hive databases. It provides support for crawling database objects, profiling of sample data and lineage building.

<img src="https://support.ovaledge.com/hs-fs/hubfs/image-png-Jul-30-2021-08-37-42-07-AM.png?width=292&#x26;name=image-png-Jul-30-2021-08-37-42-07-AM.png" alt="" width="292">

> The connectivity to Qubole Hive is via JDBC driver, which is included in the platform.&#x20;

The connector currently supports the following versions of Qubole Hive:

> **Edition:** no-awssdk
>
> **Version:** 1.0x

The drivers used by the connector are given below:

> **Driver / API:** Qubole Hive JDBC Driver
>
> **Version:** 1.0 (Latest version is 2.0)
>
> **Details:** Is JDBC 1.0 [https://s3.amazonaws.com/Qubole Hive-downloads/drivers/jdbc/1.2.41.1065/Qubole HiveJDBC42-no-awssdk-1.2.41.1065.jar](https://s3.amazonaws.com/redshift-downloads/drivers/jdbc/1.2.41.1065/RedshiftJDBC42-no-awssdk-1.2.41.1065.jar)

## Connector Capabilities

#### The connector capabilities are shown below:

**Crawling**

Please see this article [Crawling Data](https://support.ovaledge.com/step-by-step-guide-to-setup-ovaledge-crawlers) for more details on crawling.  Supported objects and data types for Crawling are:

| **Supported Objects**        | **Supported Data Types**                                       |
| ---------------------------- | -------------------------------------------------------------- |
| Tables, Table Columns, Views | TINYINT, SMALLINT, INT, BIGINT, VARCHAR, CHAR, Timestamp, DATE |

**Profiling**

Please see [Profiling Data](https://support.ovaledge.com/step-by-step-guide-to-setup-ovaledge-profiling) for more details on profiling.

| **Feature**      | **Support**                                   | **Remarks**                                       |
| ---------------- | --------------------------------------------- | ------------------------------------------------- |
| Table Profiling  | Row count, Columns count, View sample data    |                                                   |
| View Profiling   | Row count, Columns count, View sample data    | View is treated as a table for profiling purposes |
| Column Profiling | Min, Max, Null count, distinct, top 50 values |                                                   |
| Full Profiling   | Supported                                     |                                                   |
| Sample Profiling | Supported                                     |                                                   |

**Lineage Building**

| **Lineage Entities** | **Details**                                     |
| -------------------- | ----------------------------------------------- |
| Table lineage        | Supported                                       |
| Column lineage       | Supported                                       |
| Lineage Sources      | Stored procedures, functions, views, query logs |

**Querying**&#x20;

| **Operation**          | **Details**                |
| ---------------------- | -------------------------- |
| Select                 | Supported                  |
| Insert                 | Not supported, by default. |
| Update                 | Not supported, by default. |
| Delete                 | Not supported, by default. |
| Joins within database  | Supported                  |
| Joins outside database | Not supported              |
| Aggregations           | Supported                  |
| Group By               | Supported                  |
| Order By               | Supported                  |

> By default the service account provided for the connector will be used for any query operations. If the service account has write privileges, then Insert / Update / Delete queries can be executed.

#### **Pre-requisites**

To use the connector, the following need to be available:

* Connection details as specified in the following section should be available.
* Service account with read privileges.
* JDBC driver is provided by default. In case it needs to be changed, add Qubole Hive client drivers into the OvalEdge Jar path to communicate to the Qubole Hive database.&#x20;

Check the [Configuration section](https://support.ovaledge.com/configuration) for further details on how to add the drivers to the jar path.

#### **Connection Details**

The following connection settings should be added for connecting to a Qubole Hive database:

* **Database Type:** Qubole Hive
* **License Type:** Standard
* **Connection Name:** Select a Connection name for the Qubole Hive database. The name that you specify is a reference name to easily identify your Qubole Hive database connection in OvalEdge. Example: Qubole Hive Connection1
* **Qubole Endpoint:** Qubole endpoint
* **Cluster Label:** Name of the database to connect.
* **Driver:** com.qubole.jdbc.jdbc41.core.QDriver
* **API Token:** Qubole API Token
* **Connection String:** Qubole Hive  connection string. Set the Connection string toggle button to automatic, to get the details automatically from the credentials provided. Alternatively, you can manually enter the string.\
  **Format:**&#x6A;dbc:qubole://hive/{clusterLabel}?endpoint={server}\
  Example:jdbc:qubole://hive/default?endpoint=<https://us.qubole.com>

> Once connectivity is established, additional configurations for [Crawling](https://support.ovaledge.com/understanding-crawler-settings) and [Profiling](https://support.ovaledge.com/understanding-profiling-settings) can be specified.

| **Property**               | **Details**                                                                        |
| -------------------------- | ---------------------------------------------------------------------------------- |
| **Crawler configurations** |                                                                                    |
| Tables, views columns      | By default it is selected true                                                     |
| Crawler rules              | Default include tables regex has  regex = (.\*) , which can crawl all the tables   |
| **Profile Settings**       |                                                                                    |
| Tables and columns         | By default it is selected true                                                     |
| Views and columns          | By default it is selected true                                                     |
| Profile Rules              | Default include tables regex has  regex = (.\*) , which can profile all the tables |

***

Copyright © 2025, OvalEdge LLC, Peachtree Corners GA USA


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