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[New Physical IO] Added memory manager changes to new physical IO#288

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ozkoca merged 4 commits intoawslabs:physical-iofrom
ozkoca:physical-io-memory-manager
Jun 11, 2025
Merged

[New Physical IO] Added memory manager changes to new physical IO#288
ozkoca merged 4 commits intoawslabs:physical-iofrom
ozkoca:physical-io-memory-manager

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@ozkoca ozkoca commented Jun 10, 2025

Description of change

This PR adopts the memory manager changes to new physicalIO/

Relevant issues

PR History:

Does this contribution introduce any breaking changes to the existing APIs or behaviors?

No

Does this contribution introduce any new public APIs or behaviors?

No


By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license and I agree to the terms of the Developer Certificate of Origin (DCO).

@ozkoca ozkoca requested a review from rajdchak June 10, 2025 09:07
this.data = data;
dataReadyLatch.countDown();
this.indexCache.put(this.blockKey, this.blockKey.getRange().getLength());
this.aggregatingMetrics.add(MetricKey.MEMORY_USAGE, data.length);
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@rajdchak rajdchak Jun 10, 2025

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putting into the index cache and adding the metrics should be done before dataReadyLatch.countDown(), as per the current logic we do everything inside the data future

            this.source.thenApply(
                objectContent -> {
                  try {
                    byte[] bytes =
                        StreamUtils.toByteArray(
                            objectContent,
                            this.blockKey.getObjectKey(),
                            this.blockKey.getRange(),
                            this.readTimeout);
                    int blockRange = blockKey.getRange().getLength();
                    this.aggregatingMetrics.add(MetricKey.MEMORY_USAGE, blockRange);
                    this.indexCache.put(blockKey, blockRange);
                    return bytes;
                  } catch (IOException | TimeoutException e) {
                    throw new RuntimeException(
                        "Error while converting InputStream to byte array", e);
                  }

and the read starts after we join on the data.

This is likely to cause issue in the cleanup logic where we are doing

if (block.isDataReady() && !indexCache.contains(block.getBlockKey())) {
        try {
          iterator.remove();
          BlockKey blockKey = block.getBlockKey();
          aggregatingMetrics.reduce(MetricKey.MEMORY_USAGE, blockKey.getRange().getLength());
          LOG.debug(
              "Removed block with key {}-{}-{} from block store during cleanup",
              blockKey.getObjectKey().getS3URI(),
              blockKey.getRange().getStart(),
              blockKey.getRange().getEnd());
        } catch (Exception e) {
          LOG.error("Error in removing block {}", e.getMessage());
        }
      }

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good catch. Addressed in next rev

if (block.isPresent()) {
aggregatingMetrics.add(MetricKey.CACHE_HIT, 1L);
} else {
aggregatingMetrics.add(MetricKey.CACHE_MISS, 1L);
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If we are adding the metrics while finding the missing blocks, do we need to publish the metrics from here? I don't think this is required.

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This is required for positional read, but in next revision, I will remove direct block access for positional read and use makeRangeAvailable instead to be consistent.

@ozkoca ozkoca merged commit 91b6622 into awslabs:physical-io Jun 11, 2025
ozkoca added a commit that referenced this pull request Jun 20, 2025
## Description of change
This PR adds a new method optimizeReads to the RangeOptimiser class to
improve read performance by intelligently grouping and splitting block
indexes. The implementation reduces the complexity in DataBlockManager
and makes the optimization logic more testable.

Changes are: 
- Adds readAheadBytes logic
- Adds sequential prefetching logic
- Groups sequential block indexes together
- Splits large sequential groups into smaller chunks based on
configuration parameters
- Refactored DataBlockManager to use the new method instead of
implementing the logic itself
- Added comprehensive unit tests for the new method

Out of Scope
- Range coalescing will be implemented in a separate PR


#### Relevant issues
PR History:

#286
#287
#288

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No



---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit that referenced this pull request Jun 26, 2025
## Description of change
This PR merges the new PhysicalIO changes to the Blob object and start
to use the new implementation.

Next Steps:
- Range coalescing implementation
- Retry policy implementation

#### Relevant issues
PR History:

#286
#287
#288
#289

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No
#### How was the contribution tested?
Unit test

#### Does this contribution need a changelog entry?
n/A

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
…slabs#288)

## Description of change
This PR adopts the memory manager changes to new physicalIO/

#### Relevant issues
PR History:
- awslabs#286
- awslabs#287

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).

---------

Co-authored-by: Erdogan Ozkoca <ozkoca@amazon.com>
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
## Description of change
This PR adds a new method optimizeReads to the RangeOptimiser class to
improve read performance by intelligently grouping and splitting block
indexes. The implementation reduces the complexity in DataBlockManager
and makes the optimization logic more testable.

Changes are: 
- Adds readAheadBytes logic
- Adds sequential prefetching logic
- Groups sequential block indexes together
- Splits large sequential groups into smaller chunks based on
configuration parameters
- Refactored DataBlockManager to use the new method instead of
implementing the logic itself
- Added comprehensive unit tests for the new method

Out of Scope
- Range coalescing will be implemented in a separate PR


#### Relevant issues
PR History:

awslabs#286
awslabs#287
awslabs#288

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No



---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
This PR merges the new PhysicalIO changes to the Blob object and start
to use the new implementation.

Next Steps:
- Range coalescing implementation
- Retry policy implementation

PR History:

awslabs#286
awslabs#287
awslabs#288
awslabs#289

existing APIs or behaviors?
No

No
Unit test

n/A

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
…slabs#288)

## Description of change
This PR adopts the memory manager changes to new physicalIO/

#### Relevant issues
PR History:
- awslabs#286
- awslabs#287

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).

---------

Co-authored-by: Erdogan Ozkoca <ozkoca@amazon.com>
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
## Description of change
This PR adds a new method optimizeReads to the RangeOptimiser class to
improve read performance by intelligently grouping and splitting block
indexes. The implementation reduces the complexity in DataBlockManager
and makes the optimization logic more testable.

Changes are: 
- Adds readAheadBytes logic
- Adds sequential prefetching logic
- Groups sequential block indexes together
- Splits large sequential groups into smaller chunks based on
configuration parameters
- Refactored DataBlockManager to use the new method instead of
implementing the logic itself
- Added comprehensive unit tests for the new method

Out of Scope
- Range coalescing will be implemented in a separate PR


#### Relevant issues
PR History:

awslabs#286
awslabs#287
awslabs#288

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No



---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
This PR merges the new PhysicalIO changes to the Blob object and start
to use the new implementation.

Next Steps:
- Range coalescing implementation
- Retry policy implementation

PR History:

awslabs#286
awslabs#287
awslabs#288
awslabs#289

existing APIs or behaviors?
No

No
Unit test

n/A

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
…slabs#288)

## Description of change
This PR adopts the memory manager changes to new physicalIO/

#### Relevant issues
PR History:
- awslabs#286
- awslabs#287

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).

---------

Co-authored-by: Erdogan Ozkoca <ozkoca@amazon.com>
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
## Description of change
This PR adds a new method optimizeReads to the RangeOptimiser class to
improve read performance by intelligently grouping and splitting block
indexes. The implementation reduces the complexity in DataBlockManager
and makes the optimization logic more testable.

Changes are: 
- Adds readAheadBytes logic
- Adds sequential prefetching logic
- Groups sequential block indexes together
- Splits large sequential groups into smaller chunks based on
configuration parameters
- Refactored DataBlockManager to use the new method instead of
implementing the logic itself
- Added comprehensive unit tests for the new method

Out of Scope
- Range coalescing will be implemented in a separate PR


#### Relevant issues
PR History:

awslabs#286
awslabs#287
awslabs#288

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No



---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
This PR merges the new PhysicalIO changes to the Blob object and start
to use the new implementation.

Next Steps:
- Range coalescing implementation
- Retry policy implementation

PR History:

awslabs#286
awslabs#287
awslabs#288
awslabs#289

existing APIs or behaviors?
No

No
Unit test

n/A

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit that referenced this pull request Jun 26, 2025
This PR merges the new PhysicalIO changes to the Blob object and start
to use the new implementation.

Next Steps:
- Range coalescing implementation
- Retry policy implementation

PR History:

#286
#287
#288
#289

existing APIs or behaviors?
No

No
Unit test

n/A

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
…slabs#288)

## Description of change
This PR adopts the memory manager changes to new physicalIO/

#### Relevant issues
PR History:
- awslabs#286
- awslabs#287

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).

---------

Co-authored-by: Erdogan Ozkoca <ozkoca@amazon.com>
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
## Description of change
This PR adds a new method optimizeReads to the RangeOptimiser class to
improve read performance by intelligently grouping and splitting block
indexes. The implementation reduces the complexity in DataBlockManager
and makes the optimization logic more testable.

Changes are: 
- Adds readAheadBytes logic
- Adds sequential prefetching logic
- Groups sequential block indexes together
- Splits large sequential groups into smaller chunks based on
configuration parameters
- Refactored DataBlockManager to use the new method instead of
implementing the logic itself
- Added comprehensive unit tests for the new method

Out of Scope
- Range coalescing will be implemented in a separate PR


#### Relevant issues
PR History:

awslabs#286
awslabs#287
awslabs#288

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No



---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
This PR merges the new PhysicalIO changes to the Blob object and start
to use the new implementation.

Next Steps:
- Range coalescing implementation
- Retry policy implementation

PR History:

awslabs#286
awslabs#287
awslabs#288
awslabs#289

existing APIs or behaviors?
No

No
Unit test

n/A

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
…slabs#288)

## Description of change
This PR adopts the memory manager changes to new physicalIO/

#### Relevant issues
PR History:
- awslabs#286
- awslabs#287

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).

---------

Co-authored-by: Erdogan Ozkoca <ozkoca@amazon.com>
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
## Description of change
This PR adds a new method optimizeReads to the RangeOptimiser class to
improve read performance by intelligently grouping and splitting block
indexes. The implementation reduces the complexity in DataBlockManager
and makes the optimization logic more testable.

Changes are: 
- Adds readAheadBytes logic
- Adds sequential prefetching logic
- Groups sequential block indexes together
- Splits large sequential groups into smaller chunks based on
configuration parameters
- Refactored DataBlockManager to use the new method instead of
implementing the logic itself
- Added comprehensive unit tests for the new method

Out of Scope
- Range coalescing will be implemented in a separate PR


#### Relevant issues
PR History:

awslabs#286
awslabs#287
awslabs#288

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No



---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jun 26, 2025
This PR merges the new PhysicalIO changes to the Blob object and start
to use the new implementation.

Next Steps:
- Range coalescing implementation
- Retry policy implementation

PR History:

awslabs#286
awslabs#287
awslabs#288
awslabs#289

existing APIs or behaviors?
No

No
Unit test

n/A

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
@ozkoca ozkoca mentioned this pull request Jun 30, 2025
1 task
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jul 14, 2025
…slabs#288)

## Description of change
This PR adopts the memory manager changes to new physicalIO/

#### Relevant issues
PR History:
- awslabs#286
- awslabs#287

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).

---------

Co-authored-by: Erdogan Ozkoca <ozkoca@amazon.com>
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jul 14, 2025
## Description of change
This PR adds a new method optimizeReads to the RangeOptimiser class to
improve read performance by intelligently grouping and splitting block
indexes. The implementation reduces the complexity in DataBlockManager
and makes the optimization logic more testable.

Changes are: 
- Adds readAheadBytes logic
- Adds sequential prefetching logic
- Groups sequential block indexes together
- Splits large sequential groups into smaller chunks based on
configuration parameters
- Refactored DataBlockManager to use the new method instead of
implementing the logic itself
- Added comprehensive unit tests for the new method

Out of Scope
- Range coalescing will be implemented in a separate PR


#### Relevant issues
PR History:

awslabs#286
awslabs#287
awslabs#288

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No



---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jul 14, 2025
This PR merges the new PhysicalIO changes to the Blob object and start
to use the new implementation.

Next Steps:
- Range coalescing implementation
- Retry policy implementation

PR History:

awslabs#286
awslabs#287
awslabs#288
awslabs#289

existing APIs or behaviors?
No

No
Unit test

n/A

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
@ozkoca ozkoca deleted the physical-io-memory-manager branch July 14, 2025 16:08
ozkoca added a commit that referenced this pull request Jul 24, 2025
## Description of change
This PR adds the capability of retry to the new PhysicalIO 

#### Relevant issues
#286
#287
#288
#289
#294
#316

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

#### How was the contribution tested?
Unit tests


---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jul 25, 2025
Added iostats get request callback to streamReader (awslabs#317)

This PR moves IOStat callback method request from Block to StreamReader.
Needs to be done as part of code rebase

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).

Telemetry support for physical IO (awslabs#318)

This PR adds telemetry measures for StreamReader and BlockManager.

Introducing retry policy to new PhysicalIO (awslabs#320)

This PR adds the capability of retry to the new PhysicalIO

awslabs#286
awslabs#287
awslabs#288
awslabs#289
awslabs#294
awslabs#316

existing APIs or behaviors?
No

No

Unit tests

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit to ozkoca/analytics-accelerator-s3 that referenced this pull request Jul 25, 2025
Added iostats get request callback to streamReader (awslabs#317)

This PR moves IOStat callback method request from Block to StreamReader.
Needs to be done as part of code rebase

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).

Telemetry support for physical IO (awslabs#318)

This PR adds telemetry measures for StreamReader and BlockManager.

Introducing retry policy to new PhysicalIO (awslabs#320)

This PR adds the capability of retry to the new PhysicalIO

awslabs#286
awslabs#287
awslabs#288
awslabs#289
awslabs#294
awslabs#316

existing APIs or behaviors?
No

No

Unit tests

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit that referenced this pull request Jul 25, 2025
## Description of change
This PR rebases ant integrates the changes in PR
#321

#### Relevant issues
#286
#287
#288
#289
#294
#316
#320

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

#### How was the contribution tested?
Unit tests


---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
ozkoca added a commit that referenced this pull request Jul 25, 2025
## Description of change
This PR changes default read buffer size to 128KB to have a better
performance

#### Relevant issues
#286
#287
#288
#289
#294
#316
#320
#323

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

#### How was the contribution tested?
Unit tests

#### Does this contribution need a changelog entry?
N/A

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
@ozkoca ozkoca mentioned this pull request Jul 25, 2025
1 task
ozkoca added a commit that referenced this pull request Jul 31, 2025
## Description of change
This PR implements a new PhysicalIO design with key improvements:

**Fixed Block Size:** Previously, block sizes varied based on request
ranges, requiring entire request ranges to complete before blocks became
available. The new design uses fixed-size blocks that become ready as
soon as individual blocks are filled, enabling faster data access and
better parallelization.

**Direct Block Writing:** Eliminates an extra memory copy by writing S3
data directly into Block storage instead of copying from intermediate
buffers, reducing memory overhead and CPU usage.

**Improved Concurrency:** Fixed-size blocks allow multiple blocks to be
processed independently, improving throughput for concurrent read
operations.

**Better Memory Management:** Predictable block sizes enable more
efficient memory allocation and cache management strategies.

**Enhanced Read Performance:** Blocks become available for reading as
soon as they're filled, rather than waiting for entire request ranges to
complete, reducing read latency.

#### Relevant issues
#286
#287
#288
#289
#294
#316
#320
#323
#324

#### Does this contribution introduce any breaking changes to the
existing APIs or behaviors?
No

#### Does this contribution introduce any new public APIs or behaviors?
No

#### How was the contribution tested?
Unit tests, microbenchmarks

#### Does this contribution need a changelog entry?
- [ ] I have updated the CHANGELOG or README if appropriate

---

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license and I agree to the terms of
the [Developer Certificate of Origin
(DCO)](https://developercertificate.org/).
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2 participants