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Limitations
The SQL plugin has the following limitations:
SELECT FROM WHERE
Select literal is not supported
The select literal expression is not supported. For example, Select 1
is not supported.
Where clause does not support arithmetic operations
The WHERE
clause does not support expressions. For example, SELECT FlightNum FROM opensearch_dashboards_sample_data_flights where (AvgTicketPrice + 100) <= 1000
is not supported.
Aggregation over expression is not supported
You can only apply aggregation on fields, aggregations can’t accept an expression as a parameter. For example, avg(log(age))
is not supported.
Conflict type in multiple index query
Queries using wildcard index fail if the index has the field with a conflict type. For example, if you have two indices with field a
:
POST conflict_index_1/_doc/
{
"a": {
"b": 1
}
}
POST conflict_index_2/_doc/
{
"a": {
"b": 1,
"c": 2
}
}
Then, the query fails because of the field mapping conflict. The query SELECT * FROM conflict_index*
also fails for the same reason.
Error occurred in OpenSearch engine: Different mappings are not allowed for the same field[a]: found [{properties:{b:{type:long},c:{type:long}}}] and [{properties:{b:{type:long}}}] ",
"details": "com.amazon.opensearch.sql.rewriter.matchtoterm.VerificationException: Different mappings are not allowed for the same field[a]: found [{properties:{b:{type:long},c:{type:long}}}] and [{properties:{b:{type:long}}}] \nFor more details, please send request for Json format to see the raw response from opensearch engine.",
"type": "VerificationException
Subquery in the FROM clause
Subquery in the FROM
clause in this format: SELECT outer FROM (SELECT inner)
is supported only when the query is merged into one query. For example, the following query is supported:
SELECT t.f, t.d
FROM (
SELECT FlightNum as f, DestCountry as d
FROM opensearch_dashboards_sample_data_flights
WHERE OriginCountry = 'US') t
But, if the outer query has GROUP BY
or ORDER BY
, then it’s not supported.
JOIN does not support aggregations on the joined result
The join
query does not support aggregations on the joined result. For example, e.g. SELECT depo.name, avg(empo.age) FROM empo JOIN depo WHERE empo.id == depo.id GROUP BY depo.name
is not supported.
Pagination only supports basic queries
The pagination query enables you to get back paginated responses. Currently, the pagination only supports basic queries. For example, the following query returns the data with cursor id.
POST _plugins/_sql/
{
"fetch_size" : 5,
"query" : "SELECT OriginCountry, DestCountry FROM opensearch_dashboards_sample_data_flights ORDER BY OriginCountry ASC"
}
The response in JDBC format with cursor id.
{
"schema": [
{
"name": "OriginCountry",
"type": "keyword"
},
{
"name": "DestCountry",
"type": "keyword"
}
],
"cursor": "d:eyJhIjp7fSwicyI6IkRYRjFaWEo1UVc1a1JtVjBZMmdCQUFBQUFBQUFCSllXVTJKVU4yeExiWEJSUkhsNFVrdDVXVEZSYkVKSmR3PT0iLCJjIjpbeyJuYW1lIjoiT3JpZ2luQ291bnRyeSIsInR5cGUiOiJrZXl3b3JkIn0seyJuYW1lIjoiRGVzdENvdW50cnkiLCJ0eXBlIjoia2V5d29yZCJ9XSwiZiI6MSwiaSI6ImtpYmFuYV9zYW1wbGVfZGF0YV9mbGlnaHRzIiwibCI6MTMwNTh9",
"total": 13059,
"datarows": [[
"AE",
"CN"
]],
"size": 1,
"status": 200
}
The query with aggregation
and join
does not support pagination for now.