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Add metadata_size_hint for optimistic fetching of parquet metadata #2946

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merged 6 commits into from Jul 21, 2022

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thinkharderdev
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@thinkharderdev thinkharderdev commented Jul 20, 2022

Which issue does this PR close?

Closes #.
Related to apache/arrow-rs#2110

Rationale for this change

Add a configurable size hint to ParquetFormat to allow fetching metadata without multiple seeks. This is not set by default. If it is configured, the ParquetFileReader will read metadata_size_hint bytes from the end of the parquet file and then fetch additional data only if the metadata is more than metadata_size_hint

What changes are included in this PR?

Are there any user-facing changes?

Both ParquetFormat and ParquetExec can not take an optional metadata_size_hint.

@github-actions github-actions bot added the core Core datafusion crate label Jul 20, 2022
@thinkharderdev
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Build failure seems to be infra related: note: /usr/bin/ld: final link failed: No space left on device

@alamb
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alamb commented Jul 20, 2022

I have filed #2947 to track the CI failure

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Thanks @thinkharderdev -- this looks great.

I think we should handle the case when size_hint is greater than the file_size (but perhaps I am misreading the code) before merging this but otherwise 👍

cc @tustvold

@@ -298,13 +327,20 @@ pub(crate) async fn fetch_parquet_metadata(
)));
}

let footer_start = meta.size - 8;
let footer_start = if let Some(size_hint) = size_hint {
meta.size - size_hint
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What happens if size_hit is larger than the file size?

Maybe we could used saturating_sub here instead: https://doc.rust-lang.org/std/primitive.usize.html#method.saturating_sub

assert_eq!(c1_stats.null_count, Some(1));
assert_eq!(c2_stats.null_count, Some(3));

// Use the file size as the hint so we can get the full metadata from the first fetch
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I wonder if there is any way to test that there was a single request made to the object store as well 🤔

@@ -567,6 +575,90 @@ mod tests {
Ok(())
}

#[derive(Debug)]
struct RequestCountingObjectStore {
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❤️

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alamb commented Jul 20, 2022

I think if you rebase from master to pick up #2948 your CI should pass cleanly

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Codecov Report

Merging #2946 (d027f16) into master (b49093c) will decrease coverage by 0.00%.
The diff coverage is 83.19%.

@@            Coverage Diff             @@
##           master    #2946      +/-   ##
==========================================
- Coverage   85.43%   85.42%   -0.01%     
==========================================
  Files         275      275              
  Lines       49739    49839     +100     
==========================================
+ Hits        42495    42576      +81     
- Misses       7244     7263      +19     
Impacted Files Coverage Δ
...afusion/core/src/datasource/file_format/parquet.rs 85.02% <80.95%> (-1.52%) ⬇️
...afusion/core/src/physical_optimizer/repartition.rs 100.00% <100.00%> (ø)
...sion/core/src/physical_plan/file_format/parquet.rs 95.00% <100.00%> (+0.08%) ⬆️
datafusion/expr/src/logical_plan/plan.rs 77.14% <0.00%> (-0.18%) ⬇️
datafusion/core/src/physical_plan/metrics/value.rs 86.93% <0.00%> (+0.50%) ⬆️

@alamb alamb merged commit 834924f into apache:master Jul 21, 2022
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ursabot commented Jul 21, 2022

Benchmark runs are scheduled for baseline = b49093c and contender = 834924f. 834924f is a master commit associated with this PR. Results will be available as each benchmark for each run completes.
Conbench compare runs links:
[Skipped ⚠️ Benchmarking of arrow-datafusion-commits is not supported on ec2-t3-xlarge-us-east-2] ec2-t3-xlarge-us-east-2
[Skipped ⚠️ Benchmarking of arrow-datafusion-commits is not supported on test-mac-arm] test-mac-arm
[Skipped ⚠️ Benchmarking of arrow-datafusion-commits is not supported on ursa-i9-9960x] ursa-i9-9960x
[Skipped ⚠️ Benchmarking of arrow-datafusion-commits is not supported on ursa-thinkcentre-m75q] ursa-thinkcentre-m75q
Buildkite builds:
Supported benchmarks:
ec2-t3-xlarge-us-east-2: Supported benchmark langs: Python, R. Runs only benchmarks with cloud = True
test-mac-arm: Supported benchmark langs: C++, Python, R
ursa-i9-9960x: Supported benchmark langs: Python, R, JavaScript
ursa-thinkcentre-m75q: Supported benchmark langs: C++, Java

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4 participants