<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated internal dependencies to use a newer version of the Lance
library.
- **New Features**
- Added support for a new query occurrence type labeled "MUST NOT" in
search filters.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
This updates lance to v0.29.1-beta.1.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated workspace dependencies for improved consistency and
reliability. No changes to user-facing functionality.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
Adds a script to change the lance dependency easily. To make this
change, I just had to run:
```bash
python ci/set_lance_version.py stable
```
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **New Features**
- Added a script to automate updating the Lance package version in
project dependencies.
- **Chores**
- Updated workflows to improve lockfile management and automate updates
during releases and publishing.
- Switched Lance dependencies from git-based references to fixed version
numbers for improved stability.
- Enhanced lockfile update script with an option to amend commits and
quieter output.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated various internal dependencies to newer versions for improved
stability and compatibility.
- Increased the version number for the Python package.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated workflow to ignore changes in the `Cargo.lock` file during
documentation checks, reducing unnecessary workflow failures.
- Enhanced release process by adding automated lockfile updates for
Node.js and Rust components.
- Removed an obsolete package-lock update job from the publishing
workflow to streamline releases.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Downgraded version numbers for the Node.js, Python, and Rust packages.
No other user-facing changes were made.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated internal dependencies for improved stability and
compatibility. No user-facing changes.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
this introduces some breaking changes in terms of rust API of creating
FTS index, and the default index params changed
Signed-off-by: BubbleCal <bubble-cal@outlook.com>
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **New Features**
- Updated default settings for full-text search (FTS) index creation:
stemming, stop word removal, and ASCII folding are now enabled by
default, while token position storage is disabled by default.
- **Refactor**
- Simplified and streamlined the configuration and handling of FTS index
parameters for improved maintainability and consistency across
interfaces.
- Enhanced serialization and request construction for FTS index
parameters to reduce manual handling and improve code clarity.
- Improved test coverage by explicitly enabling positional indexing in
FTS tests to support phrase queries.
- **Chores**
- Upgraded all internal dependencies related to FTS indexing to the
latest version for enhanced compatibility and performance.
- Updated package versions for Node.js, Python, and Rust components to
the latest beta releases.
- Improved CI workflows by adding Rust toolchain setup with formatting
and linting tools.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Signed-off-by: BubbleCal <bubble-cal@outlook.com>
Co-authored-by: Will Jones <willjones127@gmail.com>
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated internal dependencies for improved compatibility and
stability. No changes to user-facing features.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated workspace dependencies to use a stable release version for
improved consistency and reliability. No changes to application features
or functionality.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
This is for fe14671f1
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated internal dependencies to newer versions for improved stability
and performance. No changes to features or functionality.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
Provides the ability to set a timeout for merge insert. The default
underlying timeout is however long the first attempt takes, or if there
are multiple attempts, 30 seconds. This has two use cases:
1. Make the timeout shorter, when you want to fail if it takes too long.
2. Allow taking more time to do retries.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **New Features**
- Added support for specifying a timeout when performing merge insert
operations in Python, Node.js, and Rust APIs.
- Introduced a new option to control the maximum allowed execution time
for merge inserts, including retry timeout handling.
- **Documentation**
- Updated and added documentation to describe the new timeout option and
its usage in APIs.
- **Tests**
- Added and updated tests to verify correct timeout behavior during
merge insert operations.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
add API originally returns a struct with request_id, add backward
compatibility for that
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Bug Fixes**
- Improved handling of empty server responses for various data
operations to ensure consistent behavior across server versions.
- Added default values to version and numeric fields to prevent errors
when response data is incomplete.
- **Tests**
- Expanded tests to cover multiple server response scenarios, validating
correct version handling in data operations.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
metadata{filename=xyz} filename would be there structurally, but ALWAYS
null.
I didn't include this as a file but it may be useful for understanding
the problem for people searching on this issue so I'm including it here
as documentation. Before this patch any field that is more than 1 deep
is accepted but returns null values for subfields when queried.
```js
const lancedb = require('@lancedb/lancedb');
// Debug logger
function debug(message, data) {
console.log(`[TEST] ${message}`, data !== undefined ? data : '');
}
// Log when our unwrapArrowObject is called
const kParent = Symbol.for("parent");
const kRowIndex = Symbol.for("rowIndex");
// Override console.log for our test
const originalConsoleLog = console.log;
console.log = function() {
// Filter out noisy logs
if (arguments[0] && typeof arguments[0] === 'string' && arguments[0].includes('[INFO] [LanceDB]')) {
originalConsoleLog.apply(console, arguments);
}
originalConsoleLog.apply(console, arguments);
};
async function main() {
debug('Starting test...');
// Connect to the database
debug('Connecting to database...');
const db = await lancedb.connect('./.lancedb');
// Try to open an existing table, or create a new one if it doesn't exist
let table;
try {
table = await db.openTable('test_nested_fields');
debug('Opened existing table');
} catch (e) {
debug('Creating new table...');
// Create test data with nested metadata structure
const data = [
{
id: 'test1',
vector: [1, 2, 3],
metadata: {
filePath: "/path/to/file1.ts",
startLine: 10,
endLine: 20,
text: "function test() { return true; }"
}
},
{
id: 'test2',
vector: [4, 5, 6],
metadata: {
filePath: "/path/to/file2.ts",
startLine: 30,
endLine: 40,
text: "function test2() { return false; }"
}
}
];
debug('Data to be inserted:', JSON.stringify(data, null, 2));
// Create the table
table = await db.createTable('test_nested_fields', data);
debug('Table created successfully');
}
// Query the table and get results
debug('Querying table...');
const results = await table.search([1, 2, 3]).limit(10).toArray();
// Log the results
debug('Number of results:', results.length);
if (results.length > 0) {
const firstResult = results[0];
debug('First result properties:', Object.keys(firstResult));
// Check if metadata is accessible and what properties it has
if (firstResult.metadata) {
debug('Metadata properties:', Object.keys(firstResult.metadata));
debug('Metadata filePath:', firstResult.metadata.filePath);
debug('Metadata startLine:', firstResult.metadata.startLine);
// Destructure to see if that helps
const { filePath, startLine, endLine, text } = firstResult.metadata;
debug('Destructured values:', { filePath, startLine, endLine, text });
// Check if it's a proxy object
debug('Result is proxy?', Object.getPrototypeOf(firstResult) === Object.prototype ? false : true);
debug('Metadata is proxy?', Object.getPrototypeOf(firstResult.metadata) === Object.prototype ? false : true);
} else {
debug('Metadata is not accessible!');
}
}
// Close the database
await db.close();
}
main().catch(e => {
console.error('Error:', e);
});
```
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
## Summary by CodeRabbit
- **Bug Fixes**
- Improved handling of nested struct fields to ensure accurate
preservation of values during serialization and deserialization.
- Enhanced robustness when accessing nested object properties, reducing
errors with missing or null values.
- **Tests**
- Added tests to verify correct handling of nested struct fields through
serialization and deserialization.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Will Jones <willjones127@gmail.com>
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated dependencies for related components to use the latest version
from a specific repository source. No changes to features or public
functionality.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
* Add a new "table stats" API to expose basic table and fragment
statistics with local and remote table implementations
### Questions
* This is using `calculate_data_stats` to determine total bytes in the
table. This seems like a potentially expensive operation - are there any
concerns about performance for large datasets?
### Notes
* bytes_on_disk seems to be stored at the column level but there does
not seem to be a way to easily calculate total bytes per fragment. This
may need to be added in lance before we can support fragment size
(bytes) statistics.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **New Features**
- Added a method to retrieve comprehensive table statistics, including
total rows, index counts, storage size, and detailed fragment size
metrics such as minimum, maximum, mean, and percentiles.
- Enabled fetching of table statistics from remote sources through
asynchronous requests.
- Extended table interfaces across Python, Rust, and Node.js to support
synchronous and asynchronous retrieval of table statistics.
- **Tests**
- Introduced tests to verify the accuracy of the new table statistics
feature for both populated and empty tables.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
add the tag related API to list existing tags, attach tag to a version,
update the tag version, delete tag, get the version of the tag, and
checkout the version that the tag bounded to.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **New Features**
- Introduced table version tagging, allowing users to create, update,
delete, and list human-readable tags for specific table versions.
- Enabled checking out a table by either version number or tag name.
- Added new interfaces for tag management in both Python and Node.js
APIs, supporting synchronous and asynchronous workflows.
- **Bug Fixes**
- None.
- **Documentation**
- Updated documentation to describe the new tagging features, including
usage examples.
- **Tests**
- Added comprehensive tests for tag creation, updating, deletion,
listing, and version checkout by tag in both Python and Node.js
environments.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
Upstream changelog:
https://github.com/lancedb/lance/releases/tag/v0.26.0
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated dependency management to use published crate versions for
improved reliability and maintainability.
- Added a temporary workaround for build issues by pinning a specific
version of a dependency.
- **Refactor**
- Improved resource management and concurrency by updating internal
ownership models for object storage components.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
To workaround this issue: https://github.com/lancedb/lancedb/issues/2211
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Bug Fixes**
- Improved handling of large query parameters to prevent potential
overflow issues when using the "k" parameter in queries.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
Closes https://github.com/lancedb/lancedb/issues/2307
* Adds retries to remote operations with stream bodies (add,
merge_insert)
* Change default retryable status codes to 409, 429, 500, 502, 503, 504
* Don't retry add or merge_insert operations on 5xx responses
Notes:
* Supporting retries on stream bodies means we have to buffer the body
into memory so it can be cloned on retry. This will impact memory use
patterns for the remote client. This buffering can be disabled by
disabling retries (i.e. setting retries to 0 in RetryConfig)
* It does not seem that retry config can be specified by env vars as the
documentation suggests. I added a follow-up issue
[here](https://github.com/lancedb/lancedb/issues/2350)
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
## Summary by CodeRabbit
- **New Features**
- Enhanced retry support for remote requests with configurable limits
and exponential backoff with jitter.
- Added robust retry logic for streaming data uploads, enabling retries
with buffered data to ensure reliability.
- **Bug Fixes**
- Improved error handling and retry behavior for HTTP status codes 409
and 504.
- **Refactor**
- Centralized and modularized HTTP request sending and retry logic
across remote database and table operations.
- Streamlined request ID management for improved traceability.
- Simplified error message construction in index waiting functionality.
- **Tests**
- Added a test verifying merge-insert retries on HTTP 409 responses.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
* Add new wait_for_index() table operation that polls until indices are
created/fully indexed
* Add an optional wait timeout parameter to all create_index operations
* Python and NodeJS interfaces
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
## Summary by CodeRabbit
- **New Features**
- Added optional waiting for index creation completion with configurable
timeout.
- Introduced methods to poll and wait for indices to be fully built
across sync and async tables.
- Extended index creation APIs to accept a wait timeout parameter.
- **Bug Fixes**
- Added a new timeout error variant for improved error reporting on
index operations.
- **Tests**
- Added tests covering successful index readiness waiting, timeout
scenarios, and missing index cases.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **New Features**
- Added the ability to prewarm (load into memory) table indexes via new
methods in Python, Node.js, and Rust APIs, potentially reducing
cold-start query latency.
- **Bug Fixes**
- Ensured prewarming an index does not interfere with subsequent search
operations.
- **Tests**
- Introduced new test cases to verify full-text search index creation,
prewarming, and search functionalities in both Python and Node.js.
- **Chores**
- Updated dependencies for improved compatibility and performance.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Lu Qiu <luqiujob@gmail.com>
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated internal library dependencies to the latest beta version for
improved system stability.
- **Tests**
- Added automated tests to validate full-text search functionality on
list-based text fields.
- **Refactor**
- Enhanced the search processing logic to provide robust support for
list-type text data, ensuring more reliable results.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Signed-off-by: BubbleCal <bubble-cal@outlook.com>
Closes#2287
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **New Features**
- Added configurable timeout support for query executions. Users can now
specify maximum wait times for queries, enhancing control over
long-running operations across various integrations.
- **Tests**
- Expanded test coverage to validate timeout behavior in both
synchronous and asynchronous query flows, ensuring timely error
responses when query execution exceeds the specified limit.
- Introduced a new test suite to verify query operations when a timeout
is reached, checking for appropriate error handling.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated core dependency versions to v0.25.3-beta.2.
- Enabled additional functionality with a new "dynamodb" feature.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
Fixes#2255
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Enhanced the build process to improve performance and reliability
across Linux platforms.
- Updated environment settings for more accurate compiler integration.
- Activated previously inactive build configurations to support advanced
feature support.
- Added support for the x86_64 architecture on Linux systems utilizing
the musl C library.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
We recently allowed this for lance but there was a check in lancedb as
well that was preventing it
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **New Features**
- Added support for indexing fixed-size binary data using B-tree
structures for efficient data storage and retrieval.
- **Tests**
- Implemented automated tests to ensure the new binary indexing works
correctly and meets the expected configuration.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
- **Chores**
- Updated dependency versions for improved performance and
compatibility.
- **New Features**
- Added support for structured full-text search with expanded query
types (e.g., match, phrase, boost, multi-match) and flexible input
formats.
- Introduced a new method to check server support for structural
full-text search features.
- Enhanced the query system with new classes and interfaces for handling
various full-text queries.
- Expanded the functionality of existing methods to accept more complex
query structures, including updates to method signatures.
- **Bug Fixes**
- Improved error handling and reporting for full-text search queries.
- **Refactor**
- Enhanced query processing with streamlined input handling and improved
error reporting, ensuring more robust and consistent search results
across platforms.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Signed-off-by: BubbleCal <bubble-cal@outlook.com>
Co-authored-by: BubbleCal <bubble-cal@outlook.com>
add analyze plan api to allow executing the queries and see runtime
metrics.
Which help identify the query IO overhead and help identify query
slowness
This PR fixes build issues associated with `aws-lc-rs`, while
simplifying the build process. Previously, we used custom scripts for
the musl and Windows ARM builds. These were complicated and prone to
breaking. This PR switches to a setup that mirrors
https://github.com/napi-rs/package-template/blob/main/.github/workflows/CI.yml.
* linux glibc and musl builds now use the Docker images provided by the
napi project
* Windows ARM build now just cross compiles from Windows x64, which
turns out to work quite well.
- adds `loss` into the index stats for vector index
- now `optimize` can retrain the vector index
---------
Signed-off-by: BubbleCal <bubble-cal@outlook.com>
`object_store` already hard codes `rustls` as the TLS implementation, so
we have been shipping a mix of `rustls` and `openssl`. For simplicity of
builds, we should consolidate to one, and that has to be `rustls`.
Previously, users could only specify new data types in `alterColumns` as
strings:
```ts
await tbl.alterColumns([
path: "price",
dataType: "float"
]);
```
But this has some problems:
1. It wasn't clear what were valid types
2. It was impossible to specify nested types, like lists and vector
columns.
This PR changes it to take an Arrow data type, similar to how the Python
API works. This allows casting vector types:
```ts
await tbl.alterColumns([
{
path: "vector",
dataType: new arrow.FixedSizeList(
2,
new arrow.Field("item", new arrow.Float16(), false),
),
},
]);
```
Closes#2185
Datafusion makes the batch size available as part of the `SessionState`.
We should use that to set the `max_batch_length` property in the
`QueryExecutionOptions`.
It seems that `RecordBatch::with_schema` is unable to remove schema
metadata from a batch. It fails with the error `target schema is not
superset of current schema`.
I'm not sure how the `test_metadata_erased` test is passing. Strangely,
the metadata was not present by the time the batch arrived at the
metadata eraser. I think maybe the schema metadata is only present in
the batch if there is a filter.
I've created a new unit test that makes sure the metadata is erased if
we have a filter also
