Kontinuation commented on code in PR #555:
URL: https://github.com/apache/sedona-db/pull/555#discussion_r2734759832


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rust/sedona-spatial-join/src/prepare.rs:
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@@ -0,0 +1,416 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you 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 std::{mem, sync::Arc};
+
+use arrow_schema::SchemaRef;
+use datafusion_common::Result;
+use datafusion_common_runtime::JoinSet;
+use datafusion_execution::{
+    disk_manager::RefCountedTempFile, memory_pool::MemoryConsumer, 
SendableRecordBatchStream,
+    TaskContext,
+};
+use datafusion_expr::JoinType;
+use datafusion_physical_plan::metrics::ExecutionPlanMetricsSet;
+use fastrand::Rng;
+use sedona_common::{sedona_internal_err, NumSpatialPartitionsConfig, 
SedonaOptions};
+use sedona_expr::statistics::GeoStatistics;
+use sedona_geometry::bounding_box::BoundingBox;
+
+use crate::{
+    index::{
+        memory_plan::{compute_memory_plan, PartitionMemorySummary},
+        partitioned_index_provider::PartitionedIndexProvider,
+        BuildSideBatchesCollector, CollectBuildSideMetrics, 
SpatialJoinBuildMetrics,
+    },
+    partitioning::{
+        kdb::KDBPartitioner,
+        stream_repartitioner::{SpilledPartition, SpilledPartitions, 
StreamRepartitioner},
+        PartitionedSide, SpatialPartition, SpatialPartitioner,
+    },
+    spatial_predicate::SpatialPredicate,
+    utils::bbox_sampler::BoundingBoxSamples,
+};
+
+pub(crate) struct SpatialJoinComponents {
+    pub partitioned_index_provider: Arc<PartitionedIndexProvider>,
+}
+
+#[allow(clippy::too_many_arguments)]
+pub(crate) async fn prepare_spatial_join_components(
+    context: Arc<TaskContext>,
+    build_schema: SchemaRef,
+    build_streams: Vec<SendableRecordBatchStream>,
+    spatial_predicate: SpatialPredicate,
+    join_type: JoinType,
+    probe_threads_count: usize,
+    metrics: ExecutionPlanMetricsSet,
+    seed: u64,
+) -> Result<SpatialJoinComponents> {
+    let session_config = context.session_config();
+    let target_batch_size = session_config.batch_size();
+    let sedona_options = session_config
+        .options()
+        .extensions
+        .get::<SedonaOptions>()
+        .cloned()
+        .unwrap_or_default();

Review Comment:
   We can use an Arc if that's the case. We pass SedonaOptions into spawned 
async tasks so it is nearly impossible to avoid moving owned values.



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