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Description
What is the problem the feature request solves?
Note: This issue was generated with AI assistance. The specification details have been extracted from Spark documentation and may need verification.
Comet does not currently support the Spark date_from_unix_date function, causing queries using this function to fall back to Spark's JVM execution instead of running natively on DataFusion.
The DateFromUnixDate expression converts a Unix date integer (days since epoch) to a SQL DATE value. It takes an integer representing the number of days since January 1, 1970 (Unix epoch) and returns the corresponding date.
Supporting this expression would allow more Spark workloads to benefit from Comet's native acceleration.
Describe the potential solution
Spark Specification
Syntax:
date_from_unix_date(unix_date)Arguments:
| Argument | Type | Description |
|---|---|---|
| unix_date | INTEGER | Number of days since Unix epoch (1970-01-01) |
Return Type: DATE - Returns a date value representing the calculated date.
Supported Data Types:
- Input:
IntegerTypeonly - The expression uses implicit casting to convert compatible numeric types to integers
Edge Cases:
- Null handling: Returns null for null input values (nullIntolerant = true means null inputs produce null outputs)
- Integer overflow: Subject to standard integer overflow limitations of the input type
- Negative values: Accepts negative integers representing dates before Unix epoch
- Out of range dates: May produce invalid dates for extremely large positive or negative integers
Examples:
-- Convert Unix date to actual date
SELECT date_from_unix_date(1);
-- Result: 1970-01-02
-- Convert multiple Unix dates
SELECT date_from_unix_date(0), date_from_unix_date(365), date_from_unix_date(-1);
-- Result: 1970-01-01, 1971-01-01, 1969-12-31
-- Handle null input
SELECT date_from_unix_date(NULL);
-- Result: NULL// DataFrame API usage
import org.apache.spark.sql.functions.expr
df.select(expr("date_from_unix_date(unix_day_column)"))
// Using with literal values
df.select(expr("date_from_unix_date(1)").as("epoch_plus_one"))Implementation Approach
See the Comet guide on adding new expressions for detailed instructions.
- Scala Serde: Add expression handler in
spark/src/main/scala/org/apache/comet/serde/ - Register: Add to appropriate map in
QueryPlanSerde.scala - Protobuf: Add message type in
native/proto/src/proto/expr.protoif needed - Rust: Implement in
native/spark-expr/src/(check if DataFusion has built-in support first)
Additional context
Difficulty: Medium
Spark Expression Class: org.apache.spark.sql.catalyst.expressions.DateFromUnixDate
Related:
unix_date()- Converts date to Unix date integer (inverse operation)date_add()- Adds days to a datefrom_unixtime()- Converts Unix timestamp to timestamp valueto_date()- Converts string to date value
This issue was auto-generated from Spark reference documentation.