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Based on this comment: https://github.com/lancedb/lancedb/issues/2228#issuecomment-2730463075 and https://github.com/lancedb/lance/pull/2357 Here is my attempt at implementing bindings for returning merge stats from a `merge_insert.execute` call for lancedb. Note: I have almost no idea what I am doing in Rust but tried to follow existing code patterns and pay attention to compiler hints. - The change in nodejs binding appeared to be necessary to get compilation to work, presumably this could actual work properly by returning some kind of NAPI JS object of the stats data? - I am unsure of what to do with the remote/table.rs changes - necessarily for compilation to work; I assume this is related to LanceDB cloud, but unsure the best way to handle that at this point. Proof of function: ```python import pandas as pd import lancedb db = lancedb.connect("/tmp/test.db") test_data = pd.DataFrame( { "title": ["Hello", "Test Document", "Example", "Data Sample", "Last One"], "id": [1, 2, 3, 4, 5], "content": [ "World", "This is a test", "Another example", "More test data", "Final entry", ], } ) table = db.create_table("documents", data=test_data, exist_ok=True, mode="overwrite") update_data = pd.DataFrame( { "title": [ "Hello, World", "Test Document, it's good", "Example", "Data Sample", "Last One", "New One", ], "id": [1, 2, 3, 4, 5, 6], "content": [ "World", "This is a test", "Another example", "More test data", "Final entry", "New content", ], } ) stats = ( table.merge_insert(on="id") .when_matched_update_all() .when_not_matched_insert_all() .execute(update_data) ) print(stats) ``` returns ``` {'num_inserted_rows': 1, 'num_updated_rows': 5, 'num_deleted_rows': 0} ``` <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit ## Summary by CodeRabbit - **New Features** - Merge-insert operations now return detailed statistics, including counts of inserted, updated, and deleted rows. - **Bug Fixes** - Tests updated to validate returned merge-insert statistics for accuracy. - **Documentation** - Method documentation improved to reflect new return values and clarify merge operation results. - Added documentation for the new `MergeStats` interface detailing operation statistics. <!-- end of auto-generated comment: release notes by coderabbit.ai --> --------- Co-authored-by: Will Jones <willjones127@gmail.com>
LanceDB JavaScript SDK
A JavaScript library for LanceDB.
Installation
npm install @lancedb/lancedb
This will download the appropriate native library for your platform. We currently support:
- Linux (x86_64 and aarch64 on glibc and musl)
- MacOS (Intel and ARM/M1/M2)
- Windows (x86_64 and aarch64)
Usage
Basic Example
import * as lancedb from "@lancedb/lancedb";
const db = await lancedb.connect("data/sample-lancedb");
const table = await db.createTable("my_table", [
{ id: 1, vector: [0.1, 1.0], item: "foo", price: 10.0 },
{ id: 2, vector: [3.9, 0.5], item: "bar", price: 20.0 },
]);
const results = await table.vectorSearch([0.1, 0.3]).limit(20).toArray();
console.log(results);
The quickstart contains a more complete example.
Development
See CONTRIBUTING.md for information on how to contribute to LanceDB.