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7252605
Access Spark configs from native code
andygrove Aug 22, 2025
d084cfa
code cleanup
andygrove Aug 22, 2025
4837935
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ad9c9b8
debug
andygrove Oct 3, 2025
f3bb412
use df release
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13f14d3
cargo update
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78f5b4f
[skip ci]
andygrove Oct 3, 2025
5a39d3b
merge other PR [skip-ci]
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dc11515
save [skip-ci]
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d2a1ab1
[skip ci]
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save [skip ci]
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Merge remote-tracking branch 'apache/main' into debug-mem
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322b4c5
info logging
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89e10ac
log task id [skip ci]
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3b191fd
println
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revert lock file
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prep for review
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36565ca
Update spark/src/main/scala/org/apache/comet/CometExecIterator.scala
andygrove Oct 3, 2025
21189a6
info logging
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dfa2c67
Merge branch 'debug-mem' of github.com:andygrove/datafusion-comet int…
andygrove Oct 3, 2025
d9817ce
fix
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acba7bc
log error on try_grow fail
andygrove Oct 3, 2025
4051d29
log error on try_grow fail
andygrove Oct 3, 2025
df69875
revert
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add Python script to convert log to csv
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8756256
Python script to generate chart
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scripts
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new script
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show err
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Merge branch 'debug-mem' of github.com:andygrove/datafusion-comet int…
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track errors
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format
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ASF header
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add brief docs
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fix
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cargo fmt
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upmerge
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format
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fix regression
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andygrove Oct 10, 2025
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13 changes: 11 additions & 2 deletions common/src/main/scala/org/apache/comet/CometConf.scala
Original file line number Diff line number Diff line change
Expand Up @@ -63,9 +63,11 @@ object CometConf extends ShimCometConf {

def conf(key: String): ConfigBuilder = ConfigBuilder(key)

val COMET_EXEC_CONFIG_PREFIX = "spark.comet.exec";
val COMET_PREFIX = "spark.comet";

val COMET_EXPR_CONFIG_PREFIX = "spark.comet.expression";
val COMET_EXEC_CONFIG_PREFIX: String = s"$COMET_PREFIX.exec";

val COMET_EXPR_CONFIG_PREFIX: String = s"$COMET_PREFIX.expression";

val COMET_ENABLED: ConfigEntry[Boolean] = conf("spark.comet.enabled")
.doc(
Expand Down Expand Up @@ -454,6 +456,13 @@ object CometConf extends ShimCometConf {
.booleanConf
.createWithDefault(false)

val COMET_DEBUG_MEMORY_ENABLED: ConfigEntry[Boolean] =
conf(s"$COMET_PREFIX.debug.memory")
.doc("When enabled, log all native memory pool interactions to stdout.")
.internal()
.booleanConf
.createWithDefault(false)

val COMET_EXPLAIN_VERBOSE_ENABLED: ConfigEntry[Boolean] =
conf("spark.comet.explain.verbose.enabled")
.doc(
Expand Down
43 changes: 27 additions & 16 deletions native/core/src/execution/jni_api.rs
Original file line number Diff line number Diff line change
Expand Up @@ -78,6 +78,11 @@ use crate::execution::spark_plan::SparkPlan;

use crate::execution::tracing::{log_memory_usage, trace_begin, trace_end, with_trace};

use crate::execution::memory_pools::logging_pool::LoggingPool;
use crate::execution::spark_config::{
SparkConfig, COMET_DEBUG_ENABLED, COMET_DEBUG_MEMORY, COMET_EXPLAIN_NATIVE_ENABLED,
COMET_TRACING_ENABLED,
};
use datafusion_comet_proto::spark_operator::operator::OpStruct;
use log::info;
use once_cell::sync::Lazy;
Expand Down Expand Up @@ -167,12 +172,21 @@ pub unsafe extern "system" fn Java_org_apache_comet_Native_createPlan(
memory_limit: jlong,
memory_limit_per_task: jlong,
task_attempt_id: jlong,
debug_native: jboolean,
explain_native: jboolean,
tracing_enabled: jboolean,
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rather than adding yet another flag to this API call, I am now using the already available spark config map in native code.

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+1. The config map should be the preferred method

) -> jlong {
try_unwrap_or_throw(&e, |mut env| {
with_trace("createPlan", tracing_enabled != JNI_FALSE, || {
// Deserialize Spark configs
let array = unsafe { JPrimitiveArray::from_raw(serialized_spark_configs) };
let bytes = env.convert_byte_array(array)?;
let spark_configs = serde::deserialize_config(bytes.as_slice())?;
let spark_config: HashMap<String, String> = spark_configs.entries.into_iter().collect();

// Access Comet configs
let debug_native = spark_config.get_bool(COMET_DEBUG_ENABLED);
let explain_native = spark_config.get_bool(COMET_EXPLAIN_NATIVE_ENABLED);
let tracing_enabled = spark_config.get_bool(COMET_TRACING_ENABLED);
let logging_memory_pool = spark_config.get_bool(COMET_DEBUG_MEMORY);
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Suggested change
let logging_memory_pool = spark_config.get_bool(COMET_DEBUG_MEMORY);
let debug_memory_enabled = spark_config.get_bool(COMET_DEBUG_MEMORY);


with_trace("createPlan", tracing_enabled, || {
// Init JVM classes
JVMClasses::init(&mut env);

Expand All @@ -183,15 +197,6 @@ pub unsafe extern "system" fn Java_org_apache_comet_Native_createPlan(
let bytes = env.convert_byte_array(array)?;
let spark_plan = serde::deserialize_op(bytes.as_slice())?;

// Deserialize Spark configs
let array = unsafe { JPrimitiveArray::from_raw(serialized_spark_configs) };
let bytes = env.convert_byte_array(array)?;
let spark_configs = serde::deserialize_config(bytes.as_slice())?;

// Convert Spark configs to HashMap
let _spark_config_map: HashMap<String, String> =
spark_configs.entries.into_iter().collect();

let metrics = Arc::new(jni_new_global_ref!(env, metrics_node)?);

// Get the global references of input sources
Expand All @@ -218,6 +223,12 @@ pub unsafe extern "system" fn Java_org_apache_comet_Native_createPlan(
let memory_pool =
create_memory_pool(&memory_pool_config, task_memory_manager, task_attempt_id);

let memory_pool = if logging_memory_pool {
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Suggested change
let memory_pool = if logging_memory_pool {
let memory_pool = if debug_memory_enabled {

Arc::new(LoggingPool::new(task_attempt_id as u64, memory_pool))
} else {
memory_pool
};

// Get local directories for storing spill files
let local_dirs_array = JObjectArray::from_raw(local_dirs);
let num_local_dirs = env.get_array_length(&local_dirs_array)?;
Expand Down Expand Up @@ -256,10 +267,10 @@ pub unsafe extern "system" fn Java_org_apache_comet_Native_createPlan(
metrics_last_update_time: Instant::now(),
plan_creation_time,
session_ctx: Arc::new(session),
debug_native: debug_native == 1,
explain_native: explain_native == 1,
debug_native,
explain_native,
memory_pool_config,
tracing_enabled: tracing_enabled != JNI_FALSE,
tracing_enabled,
});

Ok(Box::into_raw(exec_context) as i64)
Expand Down
84 changes: 84 additions & 0 deletions native/core/src/execution/memory_pools/logging_pool.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,84 @@
// 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 datafusion::execution::memory_pool::{MemoryPool, MemoryReservation};
use std::sync::Arc;

#[derive(Debug)]
pub(crate) struct LoggingPool {
task_attempt_id: u64,
pool: Arc<dyn MemoryPool>,
}

impl LoggingPool {
pub fn new(task_attempt_id: u64, pool: Arc<dyn MemoryPool>) -> Self {
Self {
task_attempt_id,
pool,
}
}
}

impl MemoryPool for LoggingPool {
fn grow(&self, reservation: &MemoryReservation, additional: usize) {
println!(
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should be println as info! or trace! ?

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I guess info! would be ok. I pushed that change. If we use trace! then we would have to set spark.comet.debug.memory=true and also configure trace logging for this one file, which seem like overkill for a debug feature

"[Task {}] MemoryPool[{}].grow({})",
self.task_attempt_id,
reservation.consumer().name(),
reservation.size()
);
self.pool.grow(reservation, additional);
}

fn shrink(&self, reservation: &MemoryReservation, shrink: usize) {
println!(
"[Task {}] MemoryPool[{}].shrink({})",
self.task_attempt_id,
reservation.consumer().name(),
reservation.size()
);
self.pool.shrink(reservation, shrink);
}

fn try_grow(
&self,
reservation: &MemoryReservation,
additional: usize,
) -> datafusion::common::Result<()> {
let result = self.pool.try_grow(reservation, additional);
if result.is_ok() {
println!(
"[Task {}] MemoryPool[{}].try_grow({}) returning Ok",
self.task_attempt_id,
reservation.consumer().name(),
reservation.size()
);
} else {
println!(
"[Task {}] MemoryPool[{}].try_grow({}) returning Err",
self.task_attempt_id,
reservation.consumer().name(),
reservation.size()
);
}
result
}

fn reserved(&self) -> usize {
self.pool.reserved()
}
}
1 change: 1 addition & 0 deletions native/core/src/execution/memory_pools/mod.rs
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@

mod config;
mod fair_pool;
pub mod logging_pool;
mod task_shared;
mod unified_pool;

Expand Down
1 change: 1 addition & 0 deletions native/core/src/execution/mod.rs
Original file line number Diff line number Diff line change
Expand Up @@ -27,6 +27,7 @@ pub(crate) mod sort;
pub(crate) mod spark_plan;
pub use datafusion_comet_spark_expr::timezone;
mod memory_pools;
pub(crate) mod spark_config;
pub(crate) mod tracing;
pub(crate) mod utils;

Expand Down
36 changes: 36 additions & 0 deletions native/core/src/execution/spark_config.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,36 @@
// 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::collections::HashMap;

pub(crate) const COMET_TRACING_ENABLED: &str = "spark.comet.tracing.enabled";
pub(crate) const COMET_DEBUG_ENABLED: &str = "spark.comet.debug.enabled";
pub(crate) const COMET_EXPLAIN_NATIVE_ENABLED: &str = "spark.comet.explain.native.enabled";

pub(crate) const COMET_DEBUG_MEMORY: &str = "spark.comet.debug.memory";

pub(crate) trait SparkConfig {
fn get_bool(&self, name: &str) -> bool;
}

impl SparkConfig for HashMap<String, String> {
fn get_bool(&self, name: &str) -> bool {
self.get(name)
.and_then(|str_val| str_val.parse::<bool>().ok())
.unwrap_or(false)
}
}
11 changes: 4 additions & 7 deletions spark/src/main/scala/org/apache/comet/CometExecIterator.scala
Original file line number Diff line number Diff line change
Expand Up @@ -30,7 +30,7 @@ import org.apache.spark.network.util.ByteUnit
import org.apache.spark.sql.comet.CometMetricNode
import org.apache.spark.sql.vectorized._

import org.apache.comet.CometConf.{COMET_BATCH_SIZE, COMET_DEBUG_ENABLED, COMET_EXEC_MEMORY_POOL_TYPE, COMET_EXPLAIN_NATIVE_ENABLED, COMET_METRICS_UPDATE_INTERVAL}
import org.apache.comet.CometConf.{COMET_BATCH_SIZE, COMET_EXEC_MEMORY_POOL_TYPE, COMET_METRICS_UPDATE_INTERVAL}
import org.apache.comet.Tracing.withTrace
import org.apache.comet.serde.Config.ConfigMap
import org.apache.comet.vector.NativeUtil
Expand Down Expand Up @@ -87,9 +87,9 @@ class CometExecIterator(
CometSparkSessionExtensions.getCometMemoryOverhead(conf)
}

// serialize Spark conf in protobuf format
// serialize Comet configs in protobuf format
val builder = ConfigMap.newBuilder()
conf.getAll.foreach { case (k, v) =>
conf.getAll.filter(_._1.startsWith(CometConf.COMET_PREFIX)).foreach { case (k, v) =>
builder.putEntries(k, v)
}
val protobufSparkConfigs = builder.build().toByteArray
Expand Down Expand Up @@ -117,10 +117,7 @@ class CometExecIterator(
memoryPoolType = COMET_EXEC_MEMORY_POOL_TYPE.get(),
memoryLimit,
memoryLimitPerTask,
taskAttemptId,
debug = COMET_DEBUG_ENABLED.get(),
explain = COMET_EXPLAIN_NATIVE_ENABLED.get(),
tracingEnabled)
taskAttemptId)
}

private var nextBatch: Option[ColumnarBatch] = None
Expand Down
5 changes: 1 addition & 4 deletions spark/src/main/scala/org/apache/comet/Native.scala
Original file line number Diff line number Diff line change
Expand Up @@ -65,10 +65,7 @@ class Native extends NativeBase {
memoryPoolType: String,
memoryLimit: Long,
memoryLimitPerTask: Long,
taskAttemptId: Long,
debug: Boolean,
explain: Boolean,
tracingEnabled: Boolean): Long
taskAttemptId: Long): Long
// scalastyle:on

/**
Expand Down
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