02c784ca68
### What changes were proposed in this pull request? This fixes a regression in `DataFrameReader.schema(StructType)`, to avoid NPE if the given `StructType` is null. Note that, passing null to Spark public APIs leads to undefined behavior. There is no document mentioning the null behavior, and it's just an accident that `DataFrameReader.schema(StructType)` worked before. So I think this is not a 3.1 blocker. ### Why are the changes needed? It fixes a 3.1 regression ### Does this PR introduce _any_ user-facing change? yea, now `df.read.schema(null: StructType)` is a noop as before, while in the current branch-3.1 it throws NPE. ### How was this patch tested? It's undefined behavior and is very obvious, so I didn't add a test. We should add tests when we clearly define and fix the null behavior for all public APIs. Closes #31593 from cloud-fan/minor. Authored-by: Wenchen Fan <wenchen@databricks.com> Signed-off-by: Wenchen Fan <wenchen@databricks.com> |
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.. | ||
catalyst | ||
core | ||
hive | ||
hive-thriftserver | ||
create-docs.sh | ||
gen-sql-api-docs.py | ||
gen-sql-config-docs.py | ||
gen-sql-functions-docs.py | ||
mkdocs.yml | ||
README.md |
Spark SQL
This module provides support for executing relational queries expressed in either SQL or the DataFrame/Dataset API.
Spark SQL is broken up into four subprojects:
- Catalyst (sql/catalyst) - An implementation-agnostic framework for manipulating trees of relational operators and expressions.
- Execution (sql/core) - A query planner / execution engine for translating Catalyst's logical query plans into Spark RDDs. This component also includes a new public interface, SQLContext, that allows users to execute SQL or LINQ statements against existing RDDs and Parquet files.
- Hive Support (sql/hive) - Includes extensions that allow users to write queries using a subset of HiveQL and access data from a Hive Metastore using Hive SerDes. There are also wrappers that allow users to run queries that include Hive UDFs, UDAFs, and UDTFs.
- HiveServer and CLI support (sql/hive-thriftserver) - Includes support for the SQL CLI (bin/spark-sql) and a HiveServer2 (for JDBC/ODBC) compatible server.
Running ./sql/create-docs.sh
generates SQL documentation for built-in functions under sql/site
, and SQL configuration documentation that gets included as part of configuration.md
in the main docs
directory.