lava-oushudb-dt-sql-parser/test/parser/spark/syntax.test.ts

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/* eslint-disable max-len */
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import SQLParser from '../../../src/parser/spark';
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const error = console.log.bind(console, '***** error\n');
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const validateTest = (sqls) => {
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const parser = new SQLParser();
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sqls.forEach((sql, i) => {
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const result = parser.validate(sql);
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if (result.length !== 0) {
error(i, sql);
error(result);
}
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expect(result.length).toBe(0);
});
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};
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describe('Spark SQL Syntax Tests', () => {
test('ALTER Statement', () => {
const sqls = [
`ALTER DATABASE inventory SET DBPROPERTIES ('Edited-by' = 'John', 'Edit-date' = '01/01/2001');`,
`ALTER TABLE Student RENAME TO StudentInfo;`,
`ALTER VIEW tempdb1.v1 RENAME TO tempdb1.v2;`,
];
validateTest(sqls);
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});
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test('CREATE Statement', () => {
const sqls = [
`CREATE DATABASE IF NOT EXISTS customer_db;`,
`CREATE FUNCTION simple_udf AS 'SimpleUdf'
USING JAR '/tmp/SimpleUdf.jar';`,
`CREATE OR REPLACE FUNCTION simple_udf AS 'SimpleUdfR'
USING JAR '/tmp/SimpleUdfR.jar';`,
`CREATE TABLE student (id INT, name STRING, age INT) USING CSV;`,
`CREATE TABLE student (id INT, name STRING, age INT)
USING CSV
PARTITIONED BY (age)
CLUSTERED BY (Id) INTO 4 buckets;`,
`CREATE OR REPLACE VIEW experienced_employee
(ID COMMENT 'Unique identification number', Name)
COMMENT 'View for experienced employees'
AS SELECT id, name FROM all_employee
WHERE working_years > 5;`,
`CREATE GLOBAL TEMPORARY VIEW IF NOT EXISTS subscribed_movies
AS SELECT mo.member_id, mb.full_name, mo.movie_title
FROM movies AS mo INNER JOIN members AS mb
ON mo.member_id = mb.id;`,
];
validateTest(sqls);
});
test('DROP Statement', () => {
const sqls = [
`DROP DATABASE inventory_db CASCADE;`,
`DROP DATABASE IF EXISTS inventory_db CASCADE;`,
`DROP FUNCTION test_avg;`,
`DROP TEMPORARY FUNCTION IF EXISTS test_avg;`,
`DROP TABLE userdb.employeetable;`,
`DROP TABLE IF EXISTS employeetable;`,
`DROP VIEW userdb.employeeView;`,
`DROP VIEW IF EXISTS employeeView;`,
];
validateTest(sqls);
});
test('TRUNCATE Statement', () => {
const sqls = [
`TRUNCATE TABLE Student partition(age=10);`,
];
validateTest(sqls);
});
test('REPAIR TABLE Statement', () => {
const sqls = [
`MSCK REPAIR TABLE t1;`,
];
validateTest(sqls);
});
test('USE Database Statement', () => {
const sqls = [
`USE userdb;`,
];
validateTest(sqls);
});
test('INSERT Statement', () => {
const sqls = [
`INSERT INTO students VALUES
('Amy Smith', '123 Park Ave, San Jose', 111111);`,
`INSERT INTO students TABLE visiting_students;`,
`INSERT OVERWRITE students VALUES
('Ashua Hill', '456 Erica Ct, Cupertino', 111111),
('Brian Reed', '723 Kern Ave, Palo Alto', 222222);`,
`INSERT OVERWRITE students TABLE visiting_students;`,
`INSERT OVERWRITE students
FROM applicants SELECT name, address, id applicants WHERE qualified = true;`,
`INSERT OVERWRITE DIRECTORY '/tmp/destination'
USING parquet
OPTIONS (col1 1, col2 2, col3 'test')
SELECT * FROM test_table;`,
`INSERT OVERWRITE DIRECTORY
USING parquet
OPTIONS ('path' '/tmp/destination', col1 1, col2 2, col3 'test')
SELECT * FROM test_table;`,
`INSERT OVERWRITE LOCAL DIRECTORY '/tmp/destination'
STORED AS orc
SELECT * FROM test_table;`,
`INSERT OVERWRITE LOCAL DIRECTORY '/tmp/destination'
ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
SELECT * FROM test_table;`,
];
validateTest(sqls);
});
test('LOAD Statement', () => {
const sqls = [
`LOAD DATA LOCAL INPATH '/user/hive/warehouse/students' OVERWRITE INTO TABLE test_load;`,
`LOAD DATA LOCAL INPATH '/user/hive/warehouse/test_partition/c2=2/c3=3'
OVERWRITE INTO TABLE test_load_partition PARTITION (c2=2, c3=3);`,
];
validateTest(sqls);
});
test('SELECT WHERE, GROUP BY, HAVING, ORDER BY Statement', () => {
const sqls = [
`SELECT * FROM person WHERE id > 200 ORDER BY id;`,
`SELECT * FROM person AS parent
WHERE EXISTS (
SELECT 1 FROM person AS child
WHERE parent.id = child.id AND child.age IS NULL
);`,
`SELECT id, sum(quantity) FROM dealer GROUP BY id ORDER BY id;`,
`SELECT city, car_model, sum(quantity) AS sum FROM dealer
GROUP BY city, car_model WITH CUBE
ORDER BY city, car_model;`,
`SELECT city, sum(quantity) AS sum FROM dealer GROUP BY city HAVING city = 'Fremont';`,
`SELECT sum(quantity) AS sum FROM dealer HAVING sum(quantity) > 10;`,
`SELECT name, age FROM person ORDER BY age;`,
`SELECT * FROM person ORDER BY name ASC, age DESC;`,
];
validateTest(sqls);
});
test('SELECT SORT BY, CLUSTER BY, DISTRIBUTE BY, LIMIT Statement', () => {
const sqls = [
`SELECT /*+ REPARTITION(zip_code) */ age, name, zip_code FROM person SORT BY age DESC NULLS FIRST;`,
`SELECT /*+ REPARTITION(zip_code) */ name, age, zip_code FROM person
SORT BY name ASC, age DESC;`,
`SELECT age, name FROM person CLUSTER BY age;`,
`SELECT age, name FROM person DISTRIBUTE BY age;`,
`SELECT name, age FROM person ORDER BY name LIMIT length('SPARK');`,
`SELECT name, age FROM person ORDER BY name LIMIT length('SPARK');`,
];
validateTest(sqls);
});
test('SELECT Common Table Expression Statement', () => {
const sqls = [
`SELECT * FROM t WHERE x = 1 AND y = 2;`,
`SELECT max(c) FROM (
WITH t(c) AS (SELECT 1)
SELECT * FROM t
);`,
`CREATE VIEW v AS
WITH t(a, b, c, d) AS (SELECT 1, 2, 3, 4)
SELECT * FROM t;`,
`SET spark.sql.legacy.ctePrecedencePolicy = CORRECTED;
WITH
t AS (SELECT 1),
t2 AS (
WITH t AS (SELECT 2)
SELECT * FROM t
)
SELECT * FROM t2;`,
];
validateTest(sqls);
});
test('SELECT HINTS, INLINE TABLE, JOIN, LIKE Predicate, Set Operators, Sampling Queries Statement', () => {
const sqls = [
`SELECT /*+ REPARTITION_BY_RANGE(3, c) */ * FROM t;`,
`SELECT /*+ BROADCAST(t1), MERGE(t1, t2) */ * FROM t1 INNER JOIN t2 ON t1.key = t2.key;`,
`SELECT * FROM VALUES ("one", array(0, 1)), ("two", array(2, 3)) AS data(a, b);`,
`SELECT * FROM employee ANTI JOIN department ON employee.deptno = department.deptno;`,
`SELECT * FROM person WHERE name LIKE '%\\_%';`,
`SELECT * FROM person WHERE name LIKE '%$_%' ESCAPE '$';`,
`SELECT c FROM number1 EXCEPT ALL (SELECT c FROM number2);`,
`(SELECT c FROM number1) INTERSECT ALL (SELECT c FROM number2);`,
`SELECT c FROM number1 UNION ALL (SELECT c FROM number2);`,
`SELECT * FROM test TABLESAMPLE (5 ROWS);`,
`SELECT * FROM test TABLESAMPLE (BUCKET 4 OUT OF 10);`,
];
validateTest(sqls);
});
test('SELECT Table-valued Functions, Window Functions, CASE, LATERAL VIEW, PIVOT Statement', () => {
const sqls = [
`SELECT * FROM range(6 + cos(3));`,
`SELECT inline(array(struct(1, 'a'), struct(2, 'b')));`,
`SELECT * FROM test LATERAL VIEW explode (ARRAY(3,4)) AS c2;`,
`SELECT name, dept, RANK() OVER (PARTITION BY dept ORDER BY salary) AS rank FROM employees;`,
`SELECT name, dept, salary, MIN(salary) OVER (PARTITION BY dept ORDER BY salary) AS min
FROM employees;`,
`SELECT id, CASE id WHEN 100 then 'bigger' WHEN id > 300 THEN '300' ELSE 'small' END FROM person;`,
`SELECT * FROM person
WHERE
CASE 1 = 1
WHEN 100 THEN 'big'
WHEN 200 THEN 'bigger'
WHEN 300 THEN 'biggest'
ELSE 'small'
END = 'small';`,
`SELECT * FROM person
LATERAL VIEW EXPLODE(ARRAY(30, 60)) tabelName AS c_age
LATERAL VIEW EXPLODE(ARRAY(40, 80)) AS d_age;`,
`SELECT * FROM person
LATERAL VIEW OUTER EXPLODE(ARRAY()) tabelName AS c_age;`,
`SELECT * FROM person
PIVOT (
SUM(age) AS a, AVG(class) AS c
FOR name IN ('John' AS john, 'Mike' AS mike)
);`,
];
validateTest(sqls);
});
test('EXPLAIN Statement', () => {
const sqls = [
`EXPLAIN select k, sum(v) from values (1, 2), (1, 3) t(k, v) group by k;`,
`EXPLAIN EXTENDED select k, sum(v) from values (1, 2), (1, 3) t(k, v) group by k;`,
];
validateTest(sqls);
});
test('ANALYZE Statement', () => {
const sqls = [
`ANALYZE TABLE students COMPUTE STATISTICS NOSCAN;`,
`ANALYZE TABLE students COMPUTE STATISTICS FOR COLUMNS name;`,
];
validateTest(sqls);
});
test('CACHE TABLE, UNCACHE TABLE, CLEAR CACHE, REFRESH TABLE, REFRESH Statement', () => {
const sqls = [
`CACHE TABLE testCache OPTIONS ('storageLevel' 'DISK_ONLY') SELECT * FROM testData;`,
`UNCACHE TABLE t1;`,
`CLEAR CACHE;`,
`REFRESH TABLE tbl1;`,
`REFRESH "hdfs://path/to/table";`,
];
validateTest(sqls);
});
test('DESCRIBE DATABASE, TABLE, FUNCTION, QUERY Statement', () => {
const sqls = [
`DESCRIBE DATABASE employees;`,
`DESCRIBE DATABASE EXTENDED employees;`,
`DESCRIBE TABLE customer;`,
`DESCRIBE TABLE EXTENDED customer PARTITION (state = 'AR');`,
`DESC FUNCTION abs;`,
`DESC FUNCTION max;`,
`DESC FUNCTION EXTENDED explode;`,
`DESCRIBE QUERY SELECT age, sum(age) FROM person GROUP BY age;`,
`DESCRIBE QUERY WITH all_names_cte
AS (SELECT name from person) SELECT * FROM all_names_cte;`,
`DESC QUERY VALUES(100, 'John', 10000.20D) AS employee(id, name, salary);`,
];
validateTest(sqls);
});
test('SHOW COLUMNS, CREATE TABLE, DATABASES, FUNCTIONS, PARTITIONS, TABLE EXTENDED, TABLES, TBLPROPERTIES, VIEWS Statement', () => {
const sqls = [
`SHOW COLUMNS IN customer;`,
`SHOW CREATE TABLE test;`,
`SHOW DATABASES LIKE 'pay*';`,
`SHOW SCHEMAS;`,
`SHOW FUNCTIONS trim;`,
`SHOW SYSTEM FUNCTIONS salesdb.max;`,
`SHOW FUNCTIONS LIKE 't[a-z][a-z][a-z]';`,
`SHOW PARTITIONS customer;`,
`SHOW PARTITIONS customer PARTITION (city = 'San Jose');`,
`SHOW TABLE EXTENDED LIKE 'employee';`,
// `SHOW TABLE EXTENDED IN default LIKE 'empl*' PARTITION ('grade=1');`,
`SHOW TABLES;`,
`SHOW TABLES FROM userdb;`,
`SHOW TABLES LIKE 'sam*|suj';`,
`SHOW TBLPROPERTIES customer ('created.date');`,
`SHOW VIEWS;`,
`SHOW VIEWS LIKE 'sam|suj|temp*';`,
];
validateTest(sqls);
});
test('SET, RESET Statement', () => {
const sqls = [
`SET spark.sql.variable.substitute=false;`,
`RESET`,
];
validateTest(sqls);
});
test('ADD, LIST Statement', () => {
const sqls = [
`ADD FILE /tmp/test;`,
`ADD FILE "/path/to/some/directory";`,
`ADD JAR /tmp/test.jar;`,
`ADD JAR '/some/other.jar';`,
`LIST FILE;`,
`LIST FILE /tmp/test /some/random/file /another/random/file;`,
`LIST JAR;`,
`LIST JAR /tmp/test.jar /some/random.jar /another/random.jar;`,
];
validateTest(sqls);
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});
});