The ODBC and JDBC drivers for Foundry Datasets present a read-only SQL-based interface for accessing datasets from client applications (such as BI tools and ETL tools). Users can explore projects and datasets in Foundry and execute SQL queries to access tabular data. The drivers leverage Foundry SQL Server on the server side to process and execute SQL queries.
We recommend the use of JDBC over ODBC in cases where the client application supports both protocols. The JDBC driver is easier to install and configure, and data loading is more performant.
The drivers rely on Foundry SQL Server to process and execute SQL queries against Foundry datasets. Review the Foundry SQL Server architecture documentation to learn more about the architecture and how to improve query performance.
Operating System | Requirements |
---|---|
Windows |
|
The ODBC driver is currently compatible with Windows only.
Operating System | Requirements |
---|---|
Windows |
|
macOS | |
Linux |
Java 16+ is supported with extra configuration. See the guide below for more details.
Run the ODBC driver installer following the instructions found in Downloads: ODBC Driver.
To use the driver within client applications, first configure a Data Source Name (DSN) configuration for your Foundry environment:
https://<SUBDOMAIN>.palantirfoundry.com
.See Configuration parameters for additional configuration parameters and instructions on building a connection URL.
Now that you created a DSN, you can reference it from client applications that support ODBC sources. Refer to the client application documentation on ODBC sources. Below are some set-up guides for applications commonly used with Foundry:
If supported by the client application, test a SQL query that returns rows from a Foundry dataset:
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SELECT* FROM "/Path/To/Dataset" LIMIT 10
The client application may instead allow you to browse projects and select datasets to access data.
Download the JDBC driver (.jar file) which can be found on the Downloads: JDBC Driver page. Once downloaded, place the file into the appropriate location as specified in the client application's documentation for configuring JDBC connections.
The JDBC connection string format is:
jdbc:foundrysql://<FOUNDRY_HOSTNAME>?Password=<TOKEN>
FOUNDRY_HOSTNAME
is the hostname of your Foundry environment (such as subdomain.palantirfoundry.com
).TOKEN
is a security token generated from the Settings page inside Foundry. See the User-generated tokens documentation for instructions on how to obtain a token. For additional authentication options, review the Use OAuth to authenticate guide.Optional parameters may be specified by appending &OptionalParam=<VALUE>
to the connection string. See Configuration parameters for a full list of available parameters.
If the JDBC client requires the driver class to be specified explicitly, specify com.palantir.foundry.sql.jdbc.FoundryJdbcDriver
.
If supported by the client application, test a SQL query that returns rows from a Foundry dataset:
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SELECT* FROM "/Path/To/Dataset" LIMIT 10
The client application may instead allow you to browse projects and select datasets to access data.
The available configuration parameters are the same across ODBC and JDBC. Each driver can be configured in one of two ways: using a connection string within the client application, or configuring outside the client application:
Using a connection string | Outside the client application | |
---|---|---|
ODBC | Driver=FoundrySqlDriver;BaseUrl=<FOUNDRY_HOSTNAME>;Pwd=<TOKEN>;OptionalParamOne=ABC;OptionalParamTwo=XYZ | Configure a DSN using the Windows ODBC Data Sources tool. See Part 2. Configure a Data Source Name (DSN) configuration. |
JDBC | jdbc:foundrysql://<FOUNDRY_HOSTNAME>?Password=<TOKEN>&OptionalParamOne=ABC&OptionalParamTwo=XYZ | Use a foundry.ini config file. See Configure the JDBC driver using a foundry.ini config file. |
Parameter | Connection string key | Required | Description |
---|---|---|---|
Foundry URL | ODBC BaseUrl / JDBC N/A | Yes | Foundry URL, e.g. https://<SUBDOMAIN>.palantirfoundry.com |
Auth Token | ODBC Pwd / JDBC Password | Yes | Authentication token generated using the Foundry UI or obtained via an OAuth authentication flow. |
Dataset branch | Branch | No | The branch on which datasets will be queried. If not set, this defaults to master . |
Project/Catalog | Catalog | No | Restrict the tables the driver displays to a single Project. Set to a full Project path, such as /MyOrg/MyProject . Setting this property can resolve table browsing issues in some applications. |
Auth Method | AuthMethod | No | Authentication method to use for the connection. Allowed values: Token (default), OauthFlow , or ClientCredentials . See Use OAuth to authenticate for guidance on using OAuth-based authentication methods. |
OAuth Client ID | OauthClientId | No | Client ID of a third-party application registered and enabled in Foundry. Required if AuthMethod is set to OauthFlow or ClientCredentials . Alternatively, may be set in an application's username field. |
OAuth Client Secret | OauthClientSecret | No | Client secret of a third-party application registered and enabled in Foundry. Required if AuthMethod is set to ClientCredentials . Alternatively, may be set in an application's password field. |
Proxy host | ProxyHost | No | Proxy host, if required to access Foundry. Should be specified as myproxy.example.com , without adding a leading http . On Windows, the driver will automatically use a proxy if it has been set as the default Windows proxy, so this parameter may not need to be used. |
Proxy port | ProxyPort | No | Proxy port. Required if proxy host is set. |
Proxy username | ProxyUsername | No | Proxy username, if your proxy requires authentication. Only HTTP basic authentication is supported. |
Proxy password | ProxyPassword | No | Proxy password. Required if proxy username is set. |
Proxy auto-detect | EnableProxyAutoDetect | No | Whether the driver should automatically load the configured operating system proxy (if one is set). Allowed values: true (default) or false . If credentials are required, they must still be manually specified. Set to false to disable and use a direct connection. |
SSL trust store path | TrustStorePath | No | Path to a custom SSL certificate trust store in .pem file format. Only required if the Foundry certificate is not present in the default operating system trust store. |
SQL Dialect | Dialect | No | The SQL dialect to be used by the connection. Allowed values: ODBC (default), ANSI , or SPARK . |
UTC Timestamps | ODBC UtcTimestamps / JDBC N/A | No | Whether timestamps should be returned in UTC or in the local timezone. Allowed values: true or false (default). When using BI tools and publishing reports, this setting only applies to the local DSN and may differ after publishing. This setting only applies to OBDC timestamps, as JDBC timestamps are always returned as UTC. |
The following table shows how Foundry types are mapped to ODBC and JDBC types.
Foundry type | ODBC type | JDBC type |
---|---|---|
Array | Encoded into JSON and returned as a string (SQL_WVARCHAR ). | Same as ODBC |
Binary | Encoded as a hexadecimal string (SQL_WVARCHAR ) preceded by 0x . | byte[] |
Boolean | SQL_BIT | boolean |
Byte | SQL_TINYINT | byte |
Date | SQL_DATE | java.sql.Date |
Decimal | SQL_DECIMAL | java.math.BigDecimal |
Double | SQL_DOUBLE | double |
Float | SQL_DOUBLE | float |
Integer | SQL_INTEGER | int |
Long | SQL_BIGINT | long |
Map | Encoded into JSON and returned as a string (SQL_WVARCHAR ). | Same as ODBC |
Short | SQL_SMALLINT | short |
String | SQL_WVARCHAR . The max string column length parameter can be set via the StringColumnLength property. | java.lang.String |
Struct | Encoded into JSON and returned as a string (SQL_WVARCHAR ). | Same as ODBC |
Timestamp | SQL_TIMESTAMP . By default, times are converted to the system's local timezone. This can be changed via the UtcTimestamps property. | java.sql.Timestamp in UTC timezone. The UtcTimestamps property has no effect. |
The following table outlines some of the SQL syntax and features of available SQL dialects (see Dialect
parameter in Configuration parameters).
Spark (recommended) | ANSI, ODBC | |
---|---|---|
Quoting identifiers (column names, table names) | Backticks:SELECT * FROM `/Space/Project/...` | Double quotes:SELECT * FROM "/Space/Project/..." |
Quoting string literals | Single or double quotes:WHERE column = 'value' OR column = "value" | Single quotes:WHERE column = 'value' |
Date literals | SELECT DATE 'yyyy-mm-dd' | Same as Spark |
Current date | SELECT CURRENT_DATE | Same as Spark |
Additional references | Spark SQL Guide: SQL Reference ↗ | Supported functions: ODBC Reference ↗ |
Datasets can be referenced in SQL queries by path or by RID. The SQL syntax depends on the dialect set for the connection (see Configuration parameters).
-- Basic SELECT
SELECT * FROM `/Path/To/Dataset`
-- Filtering with a WHERE clause
SELECT * FROM `/Path/To/Dataset`
WHERE years < 13 AND category = 'Z';
-- Using JOIN
SELECT *
FROM `/Path/To/Dataset_A` a
JOIN `/Path/To/Dataset_B` b
ON a.id = b.fk_id;
-- Basic SELECT
SELECT * FROM "/Path/To/Dataset";
-- Filtering with a WHERE clause
SELECT * FROM "/Path/To/Dataset"
WHERE years < 13 AND category = 'Z';
-- Using JOIN
SELECT *
FROM "/Path/To/Dataset_A" a
JOIN "/Path/To/Dataset_B" b
ON a.id = b.fk_id;
See Guides: Identifying a dataset's RID or filepath for further instructions on using dataset identifiers.
Instead of manually generating an authentication token tied to a single Foundry account, the ODBC & JDBC drivers support OAuth 2.0 flows for additional authentication options:
When possible, we recommend using these OAuth-based options over token generation as they are more secure and allow shared use of embedded connection strings without sharing an individual user’s token.
The ODBC driver supports an automatic OAuth login and authorization flow when running on Windows. Follow the steps below to set up this flow:
http://127.0.0.1/foundrydriver/oauthredirect
.AuthMethod
= OauthFlow
OauthClientId
= <YOUR_CLIENT_ID>
OauthClientId
, to allow configuring credentials in-app. AuthMethod
must still be set.The next time you use the driver in a client application, you will be prompted to log in to Foundry in your browser. After that, you will not need to log in every time you use the driver, though you may occasionally be prompted again.
For workflows not associated with individual users (such as refreshing a dashboard's data on a schedule), we recommend OAuth-based service users, leveraging third-party applications with the OAuth Client Credentials grant type. The driver authenticates to Foundry with a long-lived client ID/secret pair that is easier to manage than manually created service accounts with generated tokens.
Follow the steps below to set up OAuth for a service user:
AuthMethod
= ClientCredentials
OauthClientId
= <YOUR_CLIENT_ID>
OauthClientSecret
= <YOUR_CLIENT_SECRET>
OauthClientId
and OauthClientSecret
, to allow configuring credentials in-app. AuthMethod
must still be set.The driver will now connect to Foundry as the OAuth app's service user.
Application developers can integrate ODBC and JDBC drivers into an application that runs its own OAuth client to manage OAuth login flows with third-party applications. This option allows full control of the login flow, including redirecting the user to authentication with Foundry and handling the authorization response after the user has completed authentication and authorization. See the writing OAuth2 clients for Foundry documentation to fetch access tokens on behalf of a Foundry user.
Once your application has obtained an access token on behalf of a user, it can be passed to the driver via the standard password property:
Pwd
/ JDBC Password
= <ACCESS_TOKEN_OBTAINED_FROM_TOKEN_ENDPOINT>
If you need to enable driver logging to troubleshoot an issue, follow the steps below. Note that these steps may require administrator permissions.
My Documents\Foundry Driver logs
.Restart the client application and perform the action want to troubleshoot. The logs should appear in the folder you selected. If you require support from Palantir or another support team, you can compress this folder into a zip file to share.
After troubleshooting is complete, return to the ODBC Data Sources tool and disable logging by setting the log level to OFF
. This step is recommended to improve performance.
The JDBC driver will discover any SLF4J logger that your Java application provides on the classpath. Specifically, your application should provide implementations of the classes org.slf4j.impl.StaticLoggerBinder
and org.slf4j.impl.StaticMDCBinder
. You can use a default implementation by adding slf4j-simple
(version 1.X) as a project dependency.
If you have not configured an SLF4J logger, you will see the following messages printed when the driver is first loaded:
SLF4J: Failed to load class "org.slf4j.impl.StaticLoggerBinder".
SLF4J: Defaulting to no-operation (NOP) logger implementation
SLF4J: See http://www.slf4j.org/codes.html#StaticLoggerBinder for further details.
SLF4J: Failed to load class "org.slf4j.impl.StaticMDCBinder".
SLF4J: Defaulting to no-operation MDCAdapter implementation.
SLF4J: See http://www.slf4j.org/codes.html#no_static_mdc_binder for further details.
foundry.ini
config fileThe JDBC driver can be configured via a config file in addition to using the connection string. To do this, create a file called foundry.ini
in the same directory as where the JDBC .jar file is located.
The .ini file is divided into two sections: low-priority
and high-priority
. Properties specified in the low-priority
section have a lower priority than connection string properties. This means that if the same property is specified in the low-priority
section and in the connection string, the connection value will be used. In contrast, properties specified in the high-priority
section will take precedence over connection properties. This can be useful in situations where reports are published to a server from a development machine, and the server properties need to take precedence over the development properties.
Example foundry.ini
file:
[high-priority]
proxyHost=myproxy.abc
proxyPort=1234
[low-priority]
branch=production-branch
The JDBC driver supports a maximum Java version of Java 15 by default. To use the driver with Java versions 16 and above, set the --add-opens
Java runtime option within your application to java.base/java.nio=org.apache.arrow.memory.core,ALL-UNNAMED
.
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java --add-opens=java.base/java.nio=org.apache.arrow.memory.core,ALL-UNNAMED -jar your_application.jar
In some cases, it is more convenient to specify the option in the _JAVA_OPTIONS
environment variable, which is detected and applied automatically by some Java environments. On Unix-based systems this can be configured using the export
command:
export _JAVA_OPTIONS="--add-opens=java.base/java.nio=org.apache.arrow.memory.core,ALL-UNNAMED"