Dataframe.write with table containing Always generate columns and auto generate columns is failing(SQL SERVER + sql-spark-connector)

[User16765131552]

Dataframe write to SQL Server table containing Always autogenerate column fails. I am using Apache Spark Connector for SQL Server and Azure SQL. When autogenerate field are not included in dataframe, I encountered - "No key found " error If auto-generate columns are included in dataframe, I encountered "Cannot insert an explicit value into a GENERATED ALWAYS column in table error."

Azure Databricks- 7.6 runtime Azure SQL database Language - PySpark

Exception encountered

org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 5.0 failed 4 times, most recent failure: Lost task 0.3 in stage 5.0 (TID 25, 10.139.64.4, executor 1): com.microsoft.sqlserver.jdbc.SQLServerException: Cannot insert an explicit value into a GENERATED ALWAYS column in table '<

'. Use INSERT with a column list to exclude the GENERATED ALWAYS column, or insert a DEFAULT into GENERATED ALWAYS column.

PySpark code df = read parquet file

df.write \
  .format("com.microsoft.sqlserver.jdbc.spark") \
  .mode("append") \
  .option("url", url) \
  .option("dbtable", "TEMPORAL_TABLE") \
  .option("user", _username) \
  .option("password", _password) \
  .option("driver", "com.microsoft.sqlserver.jdbc.SQLServerDriver")\
  .option("schemaCheckEnabled", False)\
  .save()

Azure SQL Temporal Table Definition:

CREATE TABLE DBO.TEMPORAL_TABLE(
    [UUID] [varchar](255) NOT NULL,
    [SERVICE_ID] [bigint] NULL,
    [START_DATE] [datetime2](7) NULL,
    [END_DATE] [datetime2](7) NULL,
    [CHANGED_ON] [datetime2](7) NULL,
    [operation] [char](1) NULL,
    [SysStartTime] [datetime2](7) GENERATED ALWAYS AS ROW START NOT NULL,
    [SysEndTime] [datetime2](7) GENERATED ALWAYS AS ROW END NOT NULL,
 CONSTRAINT [PK_TEMPORAL] PRIMARY KEY CLUSTERED 
(
    [UUID] ASC
)WITH (STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, OPTIMIZE_FOR_SEQUENTIAL_KEY = OFF) ON [PRIMARY],
    PERIOD FOR SYSTEM_TIME ([SysStartTime], [SysEndTime])
) ON [PRIMARY]
WITH
(
SYSTEM_VERSIONING = ON ( HISTORY_TABLE = [history].[TEMPORAL_TABLE_HISTORY] )
)
GO
 
ALTER TABLE DBO.TEMPORAL_TABLE ADD  DEFAULT (newid()) FOR [UUID]
GO
 
ALTER TABLE DBO.TEMPORAL_TABLEADD  DEFAULT (getutcdate()) FOR [SysStartTime]
GO
 
ALTER TABLE DBO.TEMPORAL_TABLE ADD  DEFAULT (CONVERT([datetime2],'9999-12-31 23:59:59.9999999')) FOR [SysEndTime]

spark sql connector - https://github.com/microsoft/sql-spark-connector