Files
lancedb/nodejs/src/table.rs
Rob Meng 2e197ef387 feat: upgrade lance to 0.11.0 (#1317)
upgrade lance and make fixes for the upgrade
2024-05-21 18:53:19 -04:00

433 lines
13 KiB
Rust

// Copyright 2024 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_ipc::writer::FileWriter;
use lancedb::ipc::ipc_file_to_batches;
use lancedb::table::{
AddDataMode, ColumnAlteration as LanceColumnAlteration, Duration, NewColumnTransform,
OptimizeAction, OptimizeOptions, Table as LanceDbTable,
};
use napi::bindgen_prelude::*;
use napi_derive::napi;
use crate::error::NapiErrorExt;
use crate::index::Index;
use crate::query::{Query, VectorQuery};
#[napi]
pub struct Table {
// We keep a duplicate of the table name so we can use it for error
// messages even if the table has been closed
name: String,
pub(crate) inner: Option<LanceDbTable>,
}
impl Table {
fn inner_ref(&self) -> napi::Result<&LanceDbTable> {
self.inner
.as_ref()
.ok_or_else(|| napi::Error::from_reason(format!("Table {} is closed", self.name)))
}
}
#[napi]
impl Table {
pub(crate) fn new(table: LanceDbTable) -> Self {
Self {
name: table.name().to_string(),
inner: Some(table),
}
}
#[napi]
pub fn display(&self) -> String {
match &self.inner {
None => format!("ClosedTable({})", self.name),
Some(inner) => inner.to_string(),
}
}
#[napi]
pub fn is_open(&self) -> bool {
self.inner.is_some()
}
#[napi]
pub fn close(&mut self) {
self.inner.take();
}
/// Return Schema as empty Arrow IPC file.
#[napi]
pub async fn schema(&self) -> napi::Result<Buffer> {
let schema =
self.inner_ref()?.schema().await.map_err(|e| {
napi::Error::from_reason(format!("Failed to create IPC file: {}", e))
})?;
let mut writer = FileWriter::try_new(vec![], &schema)
.map_err(|e| napi::Error::from_reason(format!("Failed to create IPC file: {}", e)))?;
writer
.finish()
.map_err(|e| napi::Error::from_reason(format!("Failed to finish IPC file: {}", e)))?;
Ok(Buffer::from(writer.into_inner().map_err(|e| {
napi::Error::from_reason(format!("Failed to get IPC file: {}", e))
})?))
}
#[napi]
pub async fn add(&self, buf: Buffer, mode: String) -> napi::Result<()> {
let batches = ipc_file_to_batches(buf.to_vec())
.map_err(|e| napi::Error::from_reason(format!("Failed to read IPC file: {}", e)))?;
let mut op = self.inner_ref()?.add(batches);
op = if mode == "append" {
op.mode(AddDataMode::Append)
} else if mode == "overwrite" {
op.mode(AddDataMode::Overwrite)
} else {
return Err(napi::Error::from_reason(format!("Invalid mode: {}", mode)));
};
op.execute().await.map_err(|e| {
napi::Error::from_reason(format!(
"Failed to add batches to table {}: {}",
self.name, e
))
})
}
#[napi]
pub async fn count_rows(&self, filter: Option<String>) -> napi::Result<i64> {
self.inner_ref()?
.count_rows(filter)
.await
.map(|val| val as i64)
.map_err(|e| {
napi::Error::from_reason(format!(
"Failed to count rows in table {}: {}",
self.name, e
))
})
}
#[napi]
pub async fn delete(&self, predicate: String) -> napi::Result<()> {
self.inner_ref()?.delete(&predicate).await.map_err(|e| {
napi::Error::from_reason(format!(
"Failed to delete rows in table {}: predicate={}",
self.name, e
))
})
}
#[napi]
pub async fn create_index(
&self,
index: Option<&Index>,
column: String,
replace: Option<bool>,
) -> napi::Result<()> {
let lancedb_index = if let Some(index) = index {
index.consume()?
} else {
lancedb::index::Index::Auto
};
let mut builder = self.inner_ref()?.create_index(&[column], lancedb_index);
if let Some(replace) = replace {
builder = builder.replace(replace);
}
builder.execute().await.default_error()
}
#[napi]
pub async fn update(
&self,
only_if: Option<String>,
columns: Vec<(String, String)>,
) -> napi::Result<()> {
let mut op = self.inner_ref()?.update();
if let Some(only_if) = only_if {
op = op.only_if(only_if);
}
for (column_name, value) in columns {
op = op.column(column_name, value);
}
op.execute().await.default_error()
}
#[napi]
pub fn query(&self) -> napi::Result<Query> {
Ok(Query::new(self.inner_ref()?.query()))
}
#[napi]
pub fn vector_search(&self, vector: Float32Array) -> napi::Result<VectorQuery> {
self.query()?.nearest_to(vector)
}
#[napi]
pub async fn add_columns(&self, transforms: Vec<AddColumnsSql>) -> napi::Result<()> {
let transforms = transforms
.into_iter()
.map(|sql| (sql.name, sql.value_sql))
.collect::<Vec<_>>();
let transforms = NewColumnTransform::SqlExpressions(transforms);
self.inner_ref()?
.add_columns(transforms, None)
.await
.map_err(|err| {
napi::Error::from_reason(format!(
"Failed to add columns to table {}: {}",
self.name, err
))
})?;
Ok(())
}
#[napi]
pub async fn alter_columns(&self, alterations: Vec<ColumnAlteration>) -> napi::Result<()> {
for alteration in &alterations {
if alteration.rename.is_none() && alteration.nullable.is_none() {
return Err(napi::Error::from_reason(
"Alteration must have a 'rename' or 'nullable' field.",
));
}
}
let alterations = alterations
.into_iter()
.map(LanceColumnAlteration::from)
.collect::<Vec<_>>();
self.inner_ref()?
.alter_columns(&alterations)
.await
.map_err(|err| {
napi::Error::from_reason(format!(
"Failed to alter columns in table {}: {}",
self.name, err
))
})?;
Ok(())
}
#[napi]
pub async fn drop_columns(&self, columns: Vec<String>) -> napi::Result<()> {
let col_refs = columns.iter().map(String::as_str).collect::<Vec<_>>();
self.inner_ref()?
.drop_columns(&col_refs)
.await
.map_err(|err| {
napi::Error::from_reason(format!(
"Failed to drop columns from table {}: {}",
self.name, err
))
})?;
Ok(())
}
#[napi]
pub async fn version(&self) -> napi::Result<i64> {
self.inner_ref()?
.version()
.await
.map(|val| val as i64)
.default_error()
}
#[napi]
pub async fn checkout(&self, version: i64) -> napi::Result<()> {
self.inner_ref()?
.checkout(version as u64)
.await
.default_error()
}
#[napi]
pub async fn checkout_latest(&self) -> napi::Result<()> {
self.inner_ref()?.checkout_latest().await.default_error()
}
#[napi]
pub async fn restore(&self) -> napi::Result<()> {
self.inner_ref()?.restore().await.default_error()
}
#[napi]
pub async fn optimize(&self, older_than_ms: Option<i64>) -> napi::Result<OptimizeStats> {
let inner = self.inner_ref()?;
let older_than = if let Some(ms) = older_than_ms {
if ms == i64::MIN {
return Err(napi::Error::from_reason(format!(
"older_than_ms can not be {}",
i32::MIN,
)));
}
Duration::try_milliseconds(ms)
} else {
None
};
let compaction_stats = inner
.optimize(OptimizeAction::Compact {
options: lancedb::table::CompactionOptions::default(),
remap_options: None,
})
.await
.default_error()?
.compaction
.unwrap();
let prune_stats = inner
.optimize(OptimizeAction::Prune {
older_than,
delete_unverified: None,
})
.await
.default_error()?
.prune
.unwrap();
inner
.optimize(lancedb::table::OptimizeAction::Index(
OptimizeOptions::default(),
))
.await
.default_error()?;
Ok(OptimizeStats {
compaction: CompactionStats {
files_added: compaction_stats.files_added as i64,
files_removed: compaction_stats.files_removed as i64,
fragments_added: compaction_stats.fragments_added as i64,
fragments_removed: compaction_stats.fragments_removed as i64,
},
prune: RemovalStats {
bytes_removed: prune_stats.bytes_removed as i64,
old_versions_removed: prune_stats.old_versions as i64,
},
})
}
#[napi]
pub async fn list_indices(&self) -> napi::Result<Vec<IndexConfig>> {
Ok(self
.inner_ref()?
.list_indices()
.await
.default_error()?
.into_iter()
.map(IndexConfig::from)
.collect::<Vec<_>>())
}
}
#[napi(object)]
/// A description of an index currently configured on a column
pub struct IndexConfig {
/// The type of the index
pub index_type: String,
/// The columns in the index
///
/// Currently this is always an array of size 1. In the future there may
/// be more columns to represent composite indices.
pub columns: Vec<String>,
}
impl From<lancedb::index::IndexConfig> for IndexConfig {
fn from(value: lancedb::index::IndexConfig) -> Self {
let index_type = format!("{:?}", value.index_type);
Self {
index_type,
columns: value.columns,
}
}
}
/// Statistics about a compaction operation.
#[napi(object)]
#[derive(Clone, Debug)]
pub struct CompactionStats {
/// The number of fragments removed
pub fragments_removed: i64,
/// The number of new, compacted fragments added
pub fragments_added: i64,
/// The number of data files removed
pub files_removed: i64,
/// The number of new, compacted data files added
pub files_added: i64,
}
/// Statistics about a cleanup operation
#[napi(object)]
#[derive(Clone, Debug)]
pub struct RemovalStats {
/// The number of bytes removed
pub bytes_removed: i64,
/// The number of old versions removed
pub old_versions_removed: i64,
}
/// Statistics about an optimize operation
#[napi(object)]
#[derive(Clone, Debug)]
pub struct OptimizeStats {
/// Statistics about the compaction operation
pub compaction: CompactionStats,
/// Statistics about the removal operation
pub prune: RemovalStats,
}
/// A definition of a column alteration. The alteration changes the column at
/// `path` to have the new name `name`, to be nullable if `nullable` is true,
/// and to have the data type `data_type`. At least one of `rename` or `nullable`
/// must be provided.
#[napi(object)]
pub struct ColumnAlteration {
/// The path to the column to alter. This is a dot-separated path to the column.
/// If it is a top-level column then it is just the name of the column. If it is
/// a nested column then it is the path to the column, e.g. "a.b.c" for a column
/// `c` nested inside a column `b` nested inside a column `a`.
pub path: String,
/// The new name of the column. If not provided then the name will not be changed.
/// This must be distinct from the names of all other columns in the table.
pub rename: Option<String>,
/// Set the new nullability. Note that a nullable column cannot be made non-nullable.
pub nullable: Option<bool>,
}
impl From<ColumnAlteration> for LanceColumnAlteration {
fn from(js: ColumnAlteration) -> Self {
let ColumnAlteration {
path,
rename,
nullable,
} = js;
Self {
path,
rename,
nullable,
// TODO: wire up this field
data_type: None,
}
}
}
/// A definition of a new column to add to a table.
#[napi(object)]
pub struct AddColumnsSql {
/// The name of the new column.
pub name: String,
/// The values to populate the new column with, as a SQL expression.
/// The expression can reference other columns in the table.
pub value_sql: String,
}