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https://github.com/lancedb/lancedb.git
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1 Commits
| Author | SHA1 | Date | |
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| 5a29ac2617 |
@@ -2341,6 +2341,45 @@ def test_merge_insert(mem_db: DBConnection):
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)
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def test_merge_insert_with_null_on_column(mem_db: DBConnection):
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table = mem_db.create_table(
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"users",
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data=pa.table(
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{
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"id": [0, 1],
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"name": ["Alice", "Bob"],
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"record_type": [None, "personal"],
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}
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),
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)
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new_data = pa.table(
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{
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"id": [1, 2],
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"name": ["Bobby", "Charlie"],
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"record_type": ["personal", None],
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}
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)
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result = (
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table.merge_insert(["id", "record_type"])
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.when_matched_update_all()
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.when_not_matched_insert_all()
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.execute(new_data)
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)
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assert result.num_inserted_rows == 1
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assert result.num_updated_rows == 1
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assert result.num_deleted_rows == 0
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expected = pa.table(
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{
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"id": [0, 1, 2],
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"name": ["Alice", "Bobby", "Charlie"],
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"record_type": [None, "personal", None],
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}
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)
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assert table.to_arrow().sort_by("id") == expected
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def test_merge_insert_by_source_delete_expr(mem_db: DBConnection):
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table = mem_db.create_table(
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"my_table",
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@@ -4,7 +4,6 @@
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use std::collections::HashMap;
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use std::sync::Arc;
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use arrow_array::RecordBatch;
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use async_trait::async_trait;
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use http::StatusCode;
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use lance_io::object_store::StorageOptions;
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@@ -19,14 +18,13 @@ use lance_namespace::models::{
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};
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use crate::Error;
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use crate::data::scannable::Scannable;
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use crate::database::{
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CloneTableRequest, CreateTableMode, CreateTableRequest, Database, DatabaseOptions,
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JobDescription, JobInfo, OpenTableRequest, ReadConsistency, TableNamesRequest,
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};
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use crate::error::Result;
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use crate::remote::util::stream_as_body;
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use crate::table::{AddDataBuilder, BaseTable};
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use crate::table::BaseTable;
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use super::ARROW_STREAM_CONTENT_TYPE;
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use super::client::{
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@@ -695,19 +693,7 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
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}
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async fn create_table(&self, mut request: CreateTableRequest) -> Result<Arc<dyn BaseTable>> {
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// The create endpoint limits the size of the complete request even though
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// its body is streamed. Sources without a row-count hint (notably Python
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// generators / RecordBatchReader) can therefore exceed that limit after
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// many individually small batches. Create the schema first and feed the
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// unknown-length source through the multipart insert path instead.
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let stage_initial_data = request.data.num_rows().is_none();
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let schema = request.data.schema();
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let body = if stage_initial_data {
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let mut empty = RecordBatch::new_empty(schema.clone());
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stream_as_body(empty.scan_as_stream())?
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} else {
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stream_as_body(request.data.scan_as_stream())?
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};
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let body = stream_as_body(request.data.scan_as_stream())?;
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let identifier = build_table_identifier(
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&request.name,
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@@ -778,16 +764,6 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
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table_identifier,
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version,
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));
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table.seed_schema_ref(schema);
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if stage_initial_data {
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let base_table: Arc<dyn BaseTable> = table.clone();
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AddDataBuilder::new(base_table, request.data, None)
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.write_options(request.write_options)
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.execute()
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.await?;
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}
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self.table_cache.insert(cache_key, table.clone()).await;
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Ok(table)
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@@ -1130,7 +1106,7 @@ mod tests {
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use std::sync::atomic::{AtomicUsize, Ordering};
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use std::sync::{Arc, OnceLock};
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use arrow_array::{Int32Array, RecordBatch, RecordBatchIterator};
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use arrow_array::{Int32Array, RecordBatch};
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use arrow_schema::{DataType, Field, Schema};
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use lance_namespace_impls::{DynamicContextProvider, OperationInfo};
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@@ -1395,88 +1371,6 @@ mod tests {
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assert_eq!(table.name(), "table1");
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}
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#[tokio::test]
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async fn test_create_table_streaming_reader_uses_multipart_insert() {
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let create_count = Arc::new(AtomicUsize::new(0));
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let multipart_create_count = Arc::new(AtomicUsize::new(0));
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let insert_count = Arc::new(AtomicUsize::new(0));
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let complete_count = Arc::new(AtomicUsize::new(0));
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let create_count_c = create_count.clone();
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let multipart_create_count_c = multipart_create_count.clone();
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let insert_count_c = insert_count.clone();
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let complete_count_c = complete_count.clone();
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let conn = Connection::new_with_handler_and_config(
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move |request| {
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let path = request.url().path();
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let query = request.url().query().unwrap_or("");
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match path {
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"/v1/table/table1/create/" => {
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create_count_c.fetch_add(1, Ordering::SeqCst);
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http::Response::builder()
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.status(200)
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.header("phalanx-version", "0.4.0")
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.body(String::new())
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.unwrap()
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}
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"/v1/table/table1/multipart_write/create" => {
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multipart_create_count_c.fetch_add(1, Ordering::SeqCst);
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http::Response::builder()
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.status(200)
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.body(r#"{"upload_id":"streaming-create"}"#.to_string())
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.unwrap()
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}
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"/v1/table/table1/insert/" => {
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assert!(query.contains("upload_id=streaming-create"));
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assert!(query.contains("upload_part_id="));
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insert_count_c.fetch_add(1, Ordering::SeqCst);
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http::Response::builder()
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.status(200)
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.body(String::new())
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.unwrap()
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}
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"/v1/table/table1/multipart_write/complete" => {
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assert!(query.contains("upload_id=streaming-create"));
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complete_count_c.fetch_add(1, Ordering::SeqCst);
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http::Response::builder()
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.status(200)
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.body(r#"{"version":2}"#.to_string())
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.unwrap()
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}
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path => panic!("unexpected path: {path}"),
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}
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},
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ClientConfig {
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max_bytes_per_request: Some(1),
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..Default::default()
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},
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);
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let schema = Arc::new(Schema::new(vec![Field::new("a", DataType::Int32, false)]));
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let batches = vec![
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Ok(RecordBatch::try_new(
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schema.clone(),
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vec![Arc::new(Int32Array::from(vec![1, 2, 3]))],
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)
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.unwrap()),
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Ok(RecordBatch::try_new(
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schema.clone(),
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vec![Arc::new(Int32Array::from(vec![4, 5, 6]))],
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)
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.unwrap()),
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];
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let reader: Box<dyn arrow_array::RecordBatchReader + Send> =
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Box::new(RecordBatchIterator::new(batches, schema));
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let table = conn.create_table("table1", reader).execute().await.unwrap();
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assert_eq!(table.name(), "table1");
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assert_eq!(create_count.load(Ordering::SeqCst), 1);
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assert_eq!(multipart_create_count.load(Ordering::SeqCst), 1);
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assert!(insert_count.load(Ordering::SeqCst) >= 1);
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assert_eq!(complete_count.load(Ordering::SeqCst), 1);
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}
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#[tokio::test]
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async fn test_create_table_already_exists() {
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let conn = Connection::new_with_handler(|_| {
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@@ -441,11 +441,6 @@ impl<S: HttpSend> RemoteTable<S> {
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}
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}
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/// Seed the schema cache when the caller already has the Arrow schema.
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pub(crate) fn seed_schema_ref(&self, schema: SchemaRef) {
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self.schema_cache.seed(schema);
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}
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/// Return a new handle scoped to `branch`, sharing the client but with fresh
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/// caches and version/freshness state (the branch tracks its own latest).
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/// Mirrors `NativeTable`'s handle-per-branch model.
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@@ -1475,8 +1470,8 @@ impl<S: HttpSend + 'static> RemoteTable<S> {
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num_partitions: usize,
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) -> Result<()> {
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debug_assert!(
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output.rescannable || num_partitions == 1,
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"non-rescannable multipart inserts require a single partition"
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output.rescannable,
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"multipart inserts require rescannable input for retry support"
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);
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let plan = Arc::new(
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@@ -2110,7 +2105,7 @@ impl<S: HttpSend> BaseTable for RemoteTable<S> {
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let table_schema = self.schema().await?;
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let table_def = TableDefinition::try_from_rich_schema(table_schema.clone())?;
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let (num_partitions, use_multipart) = if self.server_version.support_multipart_write() {
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let num_partitions = if self.server_version.support_multipart_write() {
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// Peek at the first batch to estimate write partitions (same as
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// NativeTable) and, regardless of `write_parallelism`, to detect a
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// fully empty input. A multipart write creates its upload session
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@@ -2120,12 +2115,10 @@ impl<S: HttpSend> BaseTable for RemoteTable<S> {
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// commit and e.g. `mode=overwrite` would be silently dropped. Route
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// empty input through the single-request path instead, which always
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// sends one schema-only request.
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let unknown_size = add.data.num_rows().is_none();
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let mut peeked = PeekedScannable::new(add.data);
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let first_batch = peeked.peek().await;
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let n = match first_batch.as_ref() {
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let n = match peeked.peek().await {
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Some(first_batch) => match add.write_parallelism {
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Some(parallelism) if parallelism > 1 && peeked.rescannable() => parallelism,
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Some(parallelism) if parallelism > 1 => parallelism,
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Some(_) => 1,
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None => {
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let max_partitions =
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@@ -2140,14 +2133,10 @@ impl<S: HttpSend> BaseTable for RemoteTable<S> {
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},
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None => 1,
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};
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// Unknown-length readers cannot be sized up-front, so use a
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// single-partition multipart upload. It remains streaming while
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// allowing the request body to be split into bounded parts.
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let use_multipart = first_batch.is_some() && (n > 1 || unknown_size);
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add.data = Box::new(peeked);
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(n, use_multipart)
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n
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} else {
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(1, false)
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1
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};
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let output = add.into_plan(&table_schema, &table_def)?;
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@@ -2157,7 +2146,7 @@ impl<S: HttpSend> BaseTable for RemoteTable<S> {
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}
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let _finish = FinishOnDrop(output.tracker.clone());
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if use_multipart {
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if num_partitions > 1 {
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self.add_multipart(output, num_partitions).await
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} else {
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self.add_single_partition(output).await
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