Files
lancedb/rust/ffi/node/src/table.rs
2024-01-24 08:41:28 -05:00

453 lines
17 KiB
Rust

// Copyright 2023 Lance Developers.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
use arrow_array::{RecordBatch, RecordBatchIterator};
use lance::dataset::optimize::CompactionOptions;
use lance::dataset::{WriteMode, WriteParams};
use lance::io::ObjectStoreParams;
use crate::arrow::{arrow_buffer_to_record_batch, record_batch_to_buffer};
use neon::prelude::*;
use neon::types::buffer::TypedArray;
use vectordb::Table;
use crate::error::ResultExt;
use crate::{convert, get_aws_creds, get_aws_region, runtime, JsDatabase};
pub(crate) struct JsTable {
pub table: Table,
}
impl Finalize for JsTable {}
impl From<Table> for JsTable {
fn from(table: Table) -> Self {
JsTable { table }
}
}
impl JsTable {
pub(crate) fn js_create(mut cx: FunctionContext) -> JsResult<JsPromise> {
let db = cx
.this()
.downcast_or_throw::<JsBox<JsDatabase>, _>(&mut cx)?;
let table_name = cx.argument::<JsString>(0)?.value(&mut cx);
let buffer = cx.argument::<JsBuffer>(1)?;
let (batches, schema) =
arrow_buffer_to_record_batch(buffer.as_slice(&cx)).or_throw(&mut cx)?;
// Write mode
let mode = match cx.argument::<JsString>(2)?.value(&mut cx).as_str() {
"overwrite" => WriteMode::Overwrite,
"append" => WriteMode::Append,
"create" => WriteMode::Create,
_ => {
return cx.throw_error("Table::create only supports 'overwrite' and 'create' modes")
}
};
let rt = runtime(&mut cx)?;
let channel = cx.channel();
let (deferred, promise) = cx.promise();
let database = db.database.clone();
let aws_creds = get_aws_creds(&mut cx, 3)?;
let aws_region = get_aws_region(&mut cx, 6)?;
let params = WriteParams {
store_params: Some(ObjectStoreParams::with_aws_credentials(
aws_creds, aws_region,
)),
mode,
..WriteParams::default()
};
rt.spawn(async move {
let batch_reader = RecordBatchIterator::new(batches.into_iter().map(Ok), schema);
let table_rst = database
.create_table(&table_name, Box::new(batch_reader), Some(params))
.await;
deferred.settle_with(&channel, move |mut cx| {
let table = table_rst.or_throw(&mut cx)?;
Ok(cx.boxed(JsTable::from(table)))
});
});
Ok(promise)
}
pub(crate) fn js_add(mut cx: FunctionContext) -> JsResult<JsPromise> {
let js_table = cx.this().downcast_or_throw::<JsBox<JsTable>, _>(&mut cx)?;
let buffer = cx.argument::<JsBuffer>(0)?;
let write_mode = cx.argument::<JsString>(1)?.value(&mut cx);
let (batches, schema) =
arrow_buffer_to_record_batch(buffer.as_slice(&cx)).or_throw(&mut cx)?;
let rt = runtime(&mut cx)?;
let channel = cx.channel();
let mut table = js_table.table.clone();
let (deferred, promise) = cx.promise();
let write_mode = match write_mode.as_str() {
"create" => WriteMode::Create,
"append" => WriteMode::Append,
"overwrite" => WriteMode::Overwrite,
s => return cx.throw_error(format!("invalid write mode {}", s)),
};
let aws_creds = get_aws_creds(&mut cx, 2)?;
let aws_region = get_aws_region(&mut cx, 5)?;
let params = WriteParams {
store_params: Some(ObjectStoreParams::with_aws_credentials(
aws_creds, aws_region,
)),
mode: write_mode,
..WriteParams::default()
};
rt.spawn(async move {
let batch_reader = RecordBatchIterator::new(batches.into_iter().map(Ok), schema);
let add_result = table.add(batch_reader, Some(params)).await;
deferred.settle_with(&channel, move |mut cx| {
add_result.or_throw(&mut cx)?;
Ok(cx.boxed(JsTable::from(table)))
});
});
Ok(promise)
}
pub(crate) fn js_count_rows(mut cx: FunctionContext) -> JsResult<JsPromise> {
let js_table = cx.this().downcast_or_throw::<JsBox<JsTable>, _>(&mut cx)?;
let rt = runtime(&mut cx)?;
let (deferred, promise) = cx.promise();
let channel = cx.channel();
let table = js_table.table.clone();
rt.spawn(async move {
let num_rows_result = table.count_rows().await;
deferred.settle_with(&channel, move |mut cx| {
let num_rows = num_rows_result.or_throw(&mut cx)?;
Ok(cx.number(num_rows as f64))
});
});
Ok(promise)
}
pub(crate) fn js_delete(mut cx: FunctionContext) -> JsResult<JsPromise> {
let js_table = cx.this().downcast_or_throw::<JsBox<JsTable>, _>(&mut cx)?;
let rt = runtime(&mut cx)?;
let (deferred, promise) = cx.promise();
let predicate = cx.argument::<JsString>(0)?.value(&mut cx);
let channel = cx.channel();
let mut table = js_table.table.clone();
rt.spawn(async move {
let delete_result = table.delete(&predicate).await;
deferred.settle_with(&channel, move |mut cx| {
delete_result.or_throw(&mut cx)?;
Ok(cx.boxed(JsTable::from(table)))
})
});
Ok(promise)
}
pub(crate) fn js_update(mut cx: FunctionContext) -> JsResult<JsPromise> {
let js_table = cx.this().downcast_or_throw::<JsBox<JsTable>, _>(&mut cx)?;
let mut table = js_table.table.clone();
let rt = runtime(&mut cx)?;
let (deferred, promise) = cx.promise();
let channel = cx.channel();
// create a vector of updates from the passed map
let updates_arg = cx.argument::<JsObject>(1)?;
let properties = updates_arg.get_own_property_names(&mut cx)?;
let mut updates: Vec<(String, String)> =
Vec::with_capacity(properties.len(&mut cx) as usize);
let len_properties = properties.len(&mut cx);
for i in 0..len_properties {
let property = properties
.get_value(&mut cx, i)?
.downcast_or_throw::<JsString, _>(&mut cx)?;
let value = updates_arg
.get_value(&mut cx, property)?
.downcast_or_throw::<JsString, _>(&mut cx)?;
let property = property.value(&mut cx);
let value = value.value(&mut cx);
updates.push((property, value));
}
// get the filter/predicate if the user passed one
let predicate = cx.argument_opt(0);
let predicate = predicate.unwrap().downcast::<JsString, _>(&mut cx);
let predicate = match predicate {
Ok(_) => {
let val = predicate.map(|s| s.value(&mut cx)).unwrap();
Some(val)
}
Err(_) => {
// if the predicate is not string, check it's null otherwise an invalid
// type was passed
cx.argument::<JsNull>(0)?;
None
}
};
rt.spawn(async move {
let updates_arg = updates
.iter()
.map(|(k, v)| (k.as_str(), v.as_str()))
.collect::<Vec<_>>();
let predicate = predicate.as_deref();
let update_result = table.update(predicate, updates_arg).await;
deferred.settle_with(&channel, move |mut cx| {
update_result.or_throw(&mut cx)?;
Ok(cx.boxed(JsTable::from(table)))
})
});
Ok(promise)
}
pub(crate) fn js_cleanup(mut cx: FunctionContext) -> JsResult<JsPromise> {
let js_table = cx.this().downcast_or_throw::<JsBox<JsTable>, _>(&mut cx)?;
let rt = runtime(&mut cx)?;
let (deferred, promise) = cx.promise();
let table = js_table.table.clone();
let channel = cx.channel();
let older_than: i64 = cx
.argument_opt(0)
.and_then(|val| val.downcast::<JsNumber, _>(&mut cx).ok())
.map(|val| val.value(&mut cx) as i64)
.unwrap_or_else(|| 2 * 7 * 24 * 60); // 2 weeks
let older_than = chrono::Duration::minutes(older_than);
let delete_unverified: bool = cx
.argument_opt(1)
.and_then(|val| val.downcast::<JsBoolean, _>(&mut cx).ok())
.map(|val| val.value(&mut cx))
.unwrap_or_default();
rt.spawn(async move {
let stats = table
.cleanup_old_versions(older_than, Some(delete_unverified))
.await;
deferred.settle_with(&channel, move |mut cx| {
let stats = stats.or_throw(&mut cx)?;
let output_metrics = JsObject::new(&mut cx);
let bytes_removed = cx.number(stats.bytes_removed as f64);
output_metrics.set(&mut cx, "bytesRemoved", bytes_removed)?;
let old_versions = cx.number(stats.old_versions as f64);
output_metrics.set(&mut cx, "oldVersions", old_versions)?;
let output_table = cx.boxed(JsTable::from(table));
let output = JsObject::new(&mut cx);
output.set(&mut cx, "metrics", output_metrics)?;
output.set(&mut cx, "newTable", output_table)?;
Ok(output)
})
});
Ok(promise)
}
pub(crate) fn js_compact(mut cx: FunctionContext) -> JsResult<JsPromise> {
let js_table = cx.this().downcast_or_throw::<JsBox<JsTable>, _>(&mut cx)?;
let rt = runtime(&mut cx)?;
let (deferred, promise) = cx.promise();
let mut table = js_table.table.clone();
let channel = cx.channel();
let js_options = cx.argument::<JsObject>(0)?;
let mut options = CompactionOptions::default();
if let Some(target_rows) =
js_options.get_opt::<JsNumber, _, _>(&mut cx, "targetRowsPerFragment")?
{
options.target_rows_per_fragment = target_rows.value(&mut cx) as usize;
}
if let Some(max_per_group) =
js_options.get_opt::<JsNumber, _, _>(&mut cx, "maxRowsPerGroup")?
{
options.max_rows_per_group = max_per_group.value(&mut cx) as usize;
}
if let Some(materialize_deletions) =
js_options.get_opt::<JsBoolean, _, _>(&mut cx, "materializeDeletions")?
{
options.materialize_deletions = materialize_deletions.value(&mut cx);
}
if let Some(materialize_deletions_threshold) =
js_options.get_opt::<JsNumber, _, _>(&mut cx, "materializeDeletionsThreshold")?
{
options.materialize_deletions_threshold =
materialize_deletions_threshold.value(&mut cx) as f32;
}
if let Some(num_threads) = js_options.get_opt::<JsNumber, _, _>(&mut cx, "numThreads")? {
options.num_threads = num_threads.value(&mut cx) as usize;
}
rt.spawn(async move {
let stats = table.compact_files(options, None).await;
deferred.settle_with(&channel, move |mut cx| {
let stats = stats.or_throw(&mut cx)?;
let output_metrics = JsObject::new(&mut cx);
let fragments_removed = cx.number(stats.fragments_removed as f64);
output_metrics.set(&mut cx, "fragmentsRemoved", fragments_removed)?;
let fragments_added = cx.number(stats.fragments_added as f64);
output_metrics.set(&mut cx, "fragmentsAdded", fragments_added)?;
let files_removed = cx.number(stats.files_removed as f64);
output_metrics.set(&mut cx, "filesRemoved", files_removed)?;
let files_added = cx.number(stats.files_added as f64);
output_metrics.set(&mut cx, "filesAdded", files_added)?;
let output_table = cx.boxed(JsTable::from(table));
let output = JsObject::new(&mut cx);
output.set(&mut cx, "metrics", output_metrics)?;
output.set(&mut cx, "newTable", output_table)?;
Ok(output)
})
});
Ok(promise)
}
pub(crate) fn js_list_indices(mut cx: FunctionContext) -> JsResult<JsPromise> {
let js_table = cx.this().downcast_or_throw::<JsBox<JsTable>, _>(&mut cx)?;
let rt = runtime(&mut cx)?;
let (deferred, promise) = cx.promise();
// let predicate = cx.argument::<JsString>(0)?.value(&mut cx);
let channel = cx.channel();
let table = js_table.table.clone();
rt.spawn(async move {
let indices = table.load_indices().await;
deferred.settle_with(&channel, move |mut cx| {
let indices = indices.or_throw(&mut cx)?;
let output = JsArray::new(&mut cx, indices.len() as u32);
for (i, index) in indices.iter().enumerate() {
let js_index = JsObject::new(&mut cx);
let index_name = cx.string(index.index_name.clone());
js_index.set(&mut cx, "name", index_name)?;
let index_uuid = cx.string(index.index_uuid.clone());
js_index.set(&mut cx, "uuid", index_uuid)?;
let js_index_columns = JsArray::new(&mut cx, index.columns.len() as u32);
for (j, column) in index.columns.iter().enumerate() {
let js_column = cx.string(column.clone());
js_index_columns.set(&mut cx, j as u32, js_column)?;
}
js_index.set(&mut cx, "columns", js_index_columns)?;
output.set(&mut cx, i as u32, js_index)?;
}
Ok(output)
})
});
Ok(promise)
}
pub(crate) fn js_index_stats(mut cx: FunctionContext) -> JsResult<JsPromise> {
let js_table = cx.this().downcast_or_throw::<JsBox<JsTable>, _>(&mut cx)?;
let rt = runtime(&mut cx)?;
let (deferred, promise) = cx.promise();
let index_uuid = cx.argument::<JsString>(0)?.value(&mut cx);
let channel = cx.channel();
let table = js_table.table.clone();
rt.spawn(async move {
let load_stats = futures::try_join!(
table.count_indexed_rows(&index_uuid),
table.count_unindexed_rows(&index_uuid)
);
deferred.settle_with(&channel, move |mut cx| {
let (indexed_rows, unindexed_rows) = load_stats.or_throw(&mut cx)?;
let output = JsObject::new(&mut cx);
match indexed_rows {
Some(x) => {
let i = cx.number(x as f64);
output.set(&mut cx, "numIndexedRows", i)?;
}
None => {
let null = cx.null();
output.set(&mut cx, "numIndexedRows", null)?;
}
};
match unindexed_rows {
Some(x) => {
let i = cx.number(x as f64);
output.set(&mut cx, "numUnindexedRows", i)?;
}
None => {
let null = cx.null();
output.set(&mut cx, "numUnindexedRows", null)?;
}
};
Ok(output)
})
});
Ok(promise)
}
pub(crate) fn js_schema(mut cx: FunctionContext) -> JsResult<JsPromise> {
let js_table = cx.this().downcast_or_throw::<JsBox<JsTable>, _>(&mut cx)?;
let rt = runtime(&mut cx)?;
let (deferred, promise) = cx.promise();
let channel = cx.channel();
let table = js_table.table.clone();
let is_electron = cx
.argument::<JsBoolean>(0)
.or_throw(&mut cx)?
.value(&mut cx);
rt.spawn(async move {
deferred.settle_with(&channel, move |mut cx| {
let schema = table.schema();
let batches = vec![RecordBatch::new_empty(schema)];
let buffer = record_batch_to_buffer(batches).or_throw(&mut cx)?;
convert::new_js_buffer(buffer, &mut cx, is_electron)
})
});
Ok(promise)
}
}