Databricks: Add support for OPTIMIZE, PARTITIONED BY, and STRUCT syntax #2170
+311
−16
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary
This PR adds several Databricks Delta Lake SQL syntax features:
1. OPTIMIZE statement support
Adds support for the Databricks
OPTIMIZEstatement syntax:OPTIMIZE table_name [WHERE predicate] [ZORDER BY (col1, col2, ...)]Reference: https://docs.databricks.com/en/sql/language-manual/delta-optimize.html
Key difference from ClickHouse: Databricks omits the
TABLEkeyword afterOPTIMIZE.2. PARTITIONED BY with optional column types
Databricks allows partition columns to reference existing table columns without specifying types:
Reference: https://docs.databricks.com/en/sql/language-manual/sql-ref-partition.html
3. STRUCT type with colon syntax
Databricks uses Hive-style colon separator for struct field definitions:
Reference: https://docs.databricks.com/en/sql/language-manual/data-types/struct-type.html
The colon is optional per the spec, so both
field: typeandfield typesyntaxes are now accepted.Changes
OptimizeTableAST to support Databricks-specific fields (predicate,zorder,has_table_keyword)parse_column_def_for_partition()to handle optional column types in PARTITIONED BYDatabricksDialectto STRUCT type parsingparse_struct_field_def()to accept optional colon separatorTest plan
OPTIMIZEstatement variationsPARTITIONED BYwith/without column typesSTRUCTtype with colon syntaxcargo test)