Create tables on JSON datasets

Create tables on JSON datasets; requires SerDe JAR....

Optimize read performance from JDBC data sources

Learn how to optimize performance when reading from JDBC data sources in Databricks....

Failure to detect encoding in JSON

Learn how to resolve a failure to detect encoding of input JSON files when using BOM with Databricks....

Inconsistent timestamp results with JDBC applications

Timestamp records are inconsistent with JDBC applications when daylight saving time adjustments are made....

Kafka client terminated with OffsetOutOfRangeException

Kafka client is terminated with `OffsetOutOfRangeException` when trying to fetch messages...

Recursive references in Avro schema are not allowed

Apache Avro data sources cannot have recursive references in the schema when used with Spark....

SQL access control error when using Snowflake as a data source

Snowflake does not officially support schema as an option; you must use sfschema....

Column drift when reading multiple delimited files

Ensure that all files being processed together have the same schema....

NullPointerException when reading shapefiles from cloud storage on a Mosaic and GDAL enabled cluster

Zip the entire shapefile and upload to a Unity Catalog volume or DBFS storage. ...

MULTIPLE_XML_DATA_SOURCE error while working with XML data

Remove the external XML library from the cluster. ...

ALTER TABLE (drop partition) error in Unity Catalog external tables

For CSV, JSON, ORC, or data formats, use partition metadata logging. ...

“java.lang.IllegalStateException: Unexpected type: JSON” error when creating an external table from BigQuery

Upgrade your cluster to Databricks Runtime 14.0 or above. ...

Schema mismatch issue while reading parquet files

Fix the file schema or read the files separately. ...

Reading a CSV file in DROPMALFORMED still includes malformed rows in the result

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Cannot see ingested data loaded from an external ORC table

Use the same Hive interface to ingest and read your Delta table. ...

Security Bulletin: Databricks JDBC Driver Vulnerability Advisory - [CVE-2024-49194]

Restart any long running clusters and update your JDBC driver to the latest version....

Error when creating a Delta table using the UI and external data in Delta format

Create the table using a notebook instead. ...

KeyProviderException error when trying to create an external table on an external schema with authentication at the notebook level

Set up authorization at the cluster configuration level instead....

Oracle Federation failing to find a data source

Upgrade compute runtime to 16.1 or use Pro SQL warehouse 2024.50...

Using LIKE statement causing slower performance in Lakehouse Federation query

Replace the LIKE statement in your query with filter options that can be passed as pushdown filters....

Total size of serialized results of tasks is larger than spark.driver.maxResultSize when using ODBC connection

Enable Cloud Fetch to retrieve larger datasets....

Multiple identical files being written to badRecordsPath instead of just one file when writing code to read a CSV file as a DataFrame

Use .option(“mode”, “PERMISSIVE”) instead....

Getting error when trying to connect to SFTP server from Databricks using passwordless authentication

Create an RSA authentication key to access a remote site from your Databricks account and preserve the private key....

CharConversionException when importing non UDF data from IBM Db2 to Databricks

Set driver charset configs....