This pull request is an addition of ANN OF queries.
The patch contains:
- CQL syntax for ORDER BY `vector_column_name` ANN OF `vector_literal` clause of SELECT statements.
- implementation of external ANN queries (using vector-store service)
- tests
Example syntax:
```
SELECT comment
FROM cycling.comments_vs
ORDER BY comment_vector ANN OF [0.1, 0.15, 0.3, 0.12, 0.05]
LIMIT 3;
```
Limit can be between 1 and 1000 - same as for Cassandra.
Co-authored-by: @janpiotrlakomy @smoczy123
Fixes: VECTOR-48
Fixes: VECTOR-46
Closes scylladb/scylladb#24444
* github.com:scylladb/scylladb:
cql3/statements: implement external `ANN OF` queries
vector_store_client: implement ann_error_visitor
test/cqlpy: check ANN queries disallow filtering properly
cassandra_tests: translate vector_invalid_query_test
cassandra_tests: copy vector_invalid_query_test from Cassandra
vector_index: make parameter names case insensitive
cql3/statements: add `ANN OF` queries support to select statements
cql/Cql.g: extend the grammar to allow for `ANN OF` queries
cql3/raw: add ANN ordering to the raw statement layer
Scylla in-source tests.
For details on how to run the tests, see docs/dev/testing.md
Shared C++ utils, libraries are in lib/, for Python - pylib/
alternator - Python tests which connect to a single server and use the DynamoDB API unit, boost, raft - unit tests in C++ cqlpy - Python tests which connect to a single server and use CQL topology* - tests that set up clusters and add/remove nodes cql - approval tests that use CQL and pre-recorded output rest_api - tests for Scylla REST API Port 9000 scylla-gdb - tests for scylla-gdb.py helper script nodetool - tests for C++ implementation of nodetool
If you can use an existing folder, consider adding your test to it. New folders should be used for new large categories/subsystems, or when the test environment is significantly different from some existing suite, e.g. you plan to start scylladb with different configuration, and you intend to add many tests and would like them to reuse an existing Scylla cluster (clusters can be reused for tests within the same folder).
To add a new folder, create a new directory, and then
copy & edit its suite.ini.