15493872b2
value_to_json() converts CQL values to JSON for vector search filters. For decimal and varint types, it used rjson::parse() on the JSON string, which parses through a double and silently loses precision for values exceeding ~15 significant digits — producing wrong filter results. Additionally, for decimal type we need an exact string representation that preserves the original (unscaled, scale) pair, because partition keys use byte-level identity: different serialized representations of the same numeric value are distinct rows, so the filter must reproduce the exact representation stored in the key. Add big_decimal::to_string_canonical() which follows the Java BigDecimal toString() spec (JDK 8+), producing a bijective string representation that uses exponential notation for extreme scales instead of expanding trailing zeros (which could cause OOM). This could replace to_string(), but doing so has wider consequences (e.g. hash/equality contract for decimal_type) described in SCYLLADB-1574. Use it in value_to_json() for decimal_type, and use rjson::from_string() for varint_type, both bypassing the lossy double parse path. Tests cover the new to_string_canonical() and the filter fix, as well as existing decimal type behavior (key representation, clustering order, toJson) that we rely on and must not break. The CQL decimal type tests (test_type_decimal.py) also pass against Cassandra. Fixes: https://scylladb.atlassian.net/browse/SCYLLADB-1583 Refs: https://scylladb.atlassian.net/browse/SCYLLADB-1574 Closes scylladb/scylladb#29505
Scylla
What is Scylla?
Scylla is the real-time big data database that is API-compatible with Apache Cassandra and Amazon DynamoDB. Scylla embraces a shared-nothing approach that increases throughput and storage capacity to realize order-of-magnitude performance improvements and reduce hardware costs.
For more information, please see the ScyllaDB web site.
Build Prerequisites
Scylla is fairly fussy about its build environment, requiring very recent versions of the C++23 compiler and of many libraries to build. The document HACKING.md includes detailed information on building and developing Scylla, but to get Scylla building quickly on (almost) any build machine, Scylla offers a frozen toolchain. This is a pre-configured Docker image which includes recent versions of all the required compilers, libraries and build tools. Using the frozen toolchain allows you to avoid changing anything in your build machine to meet Scylla's requirements - you just need to meet the frozen toolchain's prerequisites (mostly, Docker or Podman being available).
Building Scylla
Building Scylla with the frozen toolchain dbuild is as easy as:
$ git submodule update --init --force --recursive
$ ./tools/toolchain/dbuild ./configure.py
$ ./tools/toolchain/dbuild ninja build/release/scylla
For further information, please see:
- Developer documentation for more information on building Scylla.
- Build documentation on how to build Scylla binaries, tests, and packages.
- Docker image build documentation for information on how to build Docker images.
Running Scylla
To start Scylla server, run:
$ ./tools/toolchain/dbuild ./build/release/scylla --workdir tmp --smp 1 --developer-mode 1
This will start a Scylla node with one CPU core allocated to it and data files stored in the tmp directory.
The --developer-mode is needed to disable the various checks Scylla performs at startup to ensure the machine is configured for maximum performance (not relevant on development workstations).
Please note that you need to run Scylla with dbuild if you built it with the frozen toolchain.
For more run options, run:
$ ./tools/toolchain/dbuild ./build/release/scylla --help
Testing
See test.py manual.
Scylla APIs and compatibility
By default, Scylla is compatible with Apache Cassandra and its API - CQL. There is also support for the API of Amazon DynamoDB™, which needs to be enabled and configured in order to be used. For more information on how to enable the DynamoDB™ API in Scylla, and the current compatibility of this feature as well as Scylla-specific extensions, see Alternator and Getting started with Alternator.
Documentation
Documentation can be found here. Seastar documentation can be found here. User documentation can be found here.
Training
Training material and online courses can be found at Scylla University. The courses are free, self-paced and include hands-on examples. They cover a variety of topics including Scylla data modeling, administration, architecture, basic NoSQL concepts, using drivers for application development, Scylla setup, failover, compactions, multi-datacenters and how Scylla integrates with third-party applications.
Contributing to Scylla
If you want to report a bug or submit a pull request or a patch, please read the contribution guidelines.
If you are a developer working on Scylla, please read the developer guidelines.
Contact
- The community forum and Slack channel are for users to discuss configuration, management, and operations of ScyllaDB.
- The developers mailing list is for developers and people interested in following the development of ScyllaDB to discuss technical topics.