Spark SQL, DataFrames and Datasets Guide v3.4.0
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2023-04-18 09:17:36
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Spark SQL Guide
PySpark Usage Guide for Pandas with Apache Arrow
Getting Started
Data Sources
Whole Binary Files
Troubleshooting
Parquet Files
ORC Files
JSON Files
JDBC To Other Databases
Hive Tables
Generic Load/Save Functions
Avro Files
Protobuf data
CSV Files
Generic File Source Options
Text Files
Distributed SQL Engine
SQL Reference
Number Pattern
Identifiers
Data Types
SQL Syntax
Auxiliary Statements
SHOW DATABASES
SHOW TABLES
SHOW TBLPROPERTIES
SET
LIST JAR
LIST ARCHIVE
ADD ARCHIVE
ANALYZE TABLE
ADD JAR
SHOW COLUMNS
DESCRIBE QUERY
UNCACHE TABLE
REFRESH
SHOW TABLE EXTENDED
SHOW PARTITIONS
INSERT STATEMENT
LIST FILE
SHOW FUNCTIONS
SHOW VIEWS
ADD FILE
REFRESH FUNCTION
DESCRIBE DATABASE
DESCRIBE TABLE
SHOW CREATE TABLE
RESET
DESCRIBE FUNCTION
CLEAR CACHE
CACHE TABLE
REFRESH TABLE
Data Retrieval Statements
SELECT Statement
TRANSFORM Clause
Set Operators
UNPIVOT Clause
LATERAL VIEW Clause
PIVOT Clause
GROUP BY Clause
CLUSTER BY Clause
ORDER BY Clause
LIKE Predicate
LIMIT Clause
Common Table Expression
Table-valued Function
HAVING Clause
CASE Clause
Aggregate Function
Hints
Inline Table
File
SORT BY Clause
JOIN
LATERAL SUBQUERY
Window Function
WHERE Clause
TABLESAMPLE
DISTRIBUTE BY Clause
EXPLAIN
DDL Statements
DROP TABLE
ALTER DATABASE
CREATE FUNCTION
ALTER VIEW
DROP DATABASE
REPAIR TABLE
CREATE DATABASE
CREATE VIEW
CREATE TABLE
CREATE TABLE USING HIVE FORMAT
CREATE TABLE LIKE
CREATE TABLE USING DATA_SOURCE
DROP FUNCTION
TRUNCATE TABLE
USE DATABASE
DROP VIEW
ALTER TABLE
DML Statements
INSERT TABLE
LOAD
INSERT OVERWRITE DIRECTORY
Functions
Scalar User-Defined Functions (UDFs)
User-Defined Aggregate Functions (UDAFs)
Built-in Functions
Integration with Hive UDFs/UDAFs/UDTFs
Datetime Pattern
Null Semantics
ANSI Compliance
Literals
Migration Guide
Error Conditions
UNSUPPORTED_GENERATOR error class
DATATYPE_MISMATCH error class
INVALID_PARAMETER_VALUE error class
INVALID_SUBQUERY_EXPRESSION error class
UNSUPPORTED_SAVE_MODE error class
UNRESOLVED_MAP_KEY error class
INVALID_SCHEMA error class
SQLSTATE Codes
UNSUPPORTED_FEATURE error class
CONNECT error class
INCOMPATIBLE_DATA_TO_TABLE error class
NOT_NULL_CONSTRAINT_VIOLATION error class
INCOMPLETE_TYPE_DEFINITION error class
INVALID_OPTIONS error class
UNRESOLVED_FIELD error class
WRONG_NUM_ARGS error class
UNSUPPORTED_DESERIALIZER error class
INCONSISTENT_BEHAVIOR_CROSS_VERSION error class
UNRESOLVED_COLUMN error class
INVALID_FORMAT error class
UNSUPPORTED_SUBQUERY_EXPRESSION_CATEGORY error class
Performance Tuning
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