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bench: test Arrow RLE dictionary reader optimization - #26348
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run benchmark tpch tpcds clickbench_partitioned wide_schema env:
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
baseline:
ref: "7cedf5427d7b021a4c28bf81a45277551691fa36"
changed:
ref: "03efa3d40fd31668361c3fa78b730d620af8d89d" |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 03efa3d (03efa3d) to 7cedf54 diff Run configurationrun benchmark tpcds
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "7cedf5427d7b021a4c28bf81a45277551691fa36"
changed:
ref: "03efa3d40fd31668361c3fa78b730d620af8d89d"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 03efa3d (03efa3d) to 7cedf54 diff Run configurationrun benchmark tpch
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "7cedf5427d7b021a4c28bf81a45277551691fa36"
changed:
ref: "03efa3d40fd31668361c3fa78b730d620af8d89d"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 03efa3d (03efa3d) to 7cedf54 diff Run configurationrun benchmark wide_schema
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "7cedf5427d7b021a4c28bf81a45277551691fa36"
changed:
ref: "03efa3d40fd31668361c3fa78b730d620af8d89d"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 03efa3d (03efa3d) to 7cedf54 diff Run configurationrun benchmark clickbench_partitioned
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "7cedf5427d7b021a4c28bf81a45277551691fa36"
changed:
ref: "03efa3d40fd31668361c3fa78b730d620af8d89d"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 03efa3d (03efa3d) to 7cedf54 diff Run configurationrun benchmark tpch
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "7cedf5427d7b021a4c28bf81a45277551691fa36"
changed:
ref: "03efa3d40fd31668361c3fa78b730d620af8d89d"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpch — base (merge-base)
tpch — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 03efa3d (03efa3d) to 7cedf54 diff Run configurationrun benchmark tpcds
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "7cedf5427d7b021a4c28bf81a45277551691fa36"
changed:
ref: "03efa3d40fd31668361c3fa78b730d620af8d89d"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpcds — base (merge-base)
tpcds — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 03efa3d (03efa3d) to 7cedf54 diff Run configurationrun benchmark clickbench_partitioned
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "7cedf5427d7b021a4c28bf81a45277551691fa36"
changed:
ref: "03efa3d40fd31668361c3fa78b730d620af8d89d"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usageclickbench_partitioned — base (merge-base)
clickbench_partitioned — branch
File an issue against this benchmark runner |
Update the FixedSizeList offset call required by the Arrow revision.
Rich-T-kid
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October 15, 2026 03:36
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Contributor
Author
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The first benchmark command is superseded. Its baseline used the current Arrow The corrected run below compares the PR's actual parent ( |
Contributor
Author
|
run benchmark tpch tpcds clickbench_partitioned wide_schema env:
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
baseline:
ref: "24bbea6d48b49bdab43272c09964091179814a6f"
changed:
ref: "822b9c2a07f95a38430845b4d4aa7fbba5da1d72" |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 822b9c2 (822b9c2) to 24bbea6 diff Run configurationrun benchmark clickbench_partitioned
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "24bbea6d48b49bdab43272c09964091179814a6f"
changed:
ref: "822b9c2a07f95a38430845b4d4aa7fbba5da1d72"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 822b9c2 (822b9c2) to 24bbea6 diff Run configurationrun benchmark wide_schema
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "24bbea6d48b49bdab43272c09964091179814a6f"
changed:
ref: "822b9c2a07f95a38430845b4d4aa7fbba5da1d72"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 822b9c2 (822b9c2) to 24bbea6 diff Run configurationrun benchmark tpch
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "24bbea6d48b49bdab43272c09964091179814a6f"
changed:
ref: "822b9c2a07f95a38430845b4d4aa7fbba5da1d72"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 822b9c2 (822b9c2) to 24bbea6 diff Run configurationrun benchmark tpcds
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "24bbea6d48b49bdab43272c09964091179814a6f"
changed:
ref: "822b9c2a07f95a38430845b4d4aa7fbba5da1d72"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 03efa3d (03efa3d) to 7cedf54 diff Run configurationrun benchmark wide_schema
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "7cedf5427d7b021a4c28bf81a45277551691fa36"
changed:
ref: "03efa3d40fd31668361c3fa78b730d620af8d89d"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagewide_schema — base (merge-base)
wide_schema — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 822b9c2 (822b9c2) to 24bbea6 diff Run configurationrun benchmark tpch
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "24bbea6d48b49bdab43272c09964091179814a6f"
changed:
ref: "822b9c2a07f95a38430845b4d4aa7fbba5da1d72"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpch — base (merge-base)
tpch — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 822b9c2 (822b9c2) to 24bbea6 diff Run configurationrun benchmark tpcds
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "2000"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "24bbea6d48b49bdab43272c09964091179814a6f"
changed:
ref: "822b9c2a07f95a38430845b4d4aa7fbba5da1d72"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpcds — base (merge-base)
tpcds — branch
File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 875bc88 (875bc88) to 875bc88 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
changed:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "250"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 875bc88 (875bc88) to 875bc88 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
changed:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "250"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpch — base (merge-base)
tpch — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 875bc88 (875bc88) to 875bc88 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
changed:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "250"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usageclickbench_partitioned — base (merge-base)
clickbench_partitioned — branch
File an issue against this benchmark runner |
Contributor
Author
|
run benchmark tpch clickbench_partitioned env:
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
BENCHMARK_PARQUET_WITH_NDV: "true"
baseline:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
changed:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218" |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 875bc88 (875bc88) to 875bc88 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
changed:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 875bc88 (875bc88) to 875bc88 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
changed:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 875bc88 (875bc88) to 875bc88 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
changed:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpch — base (merge-base)
tpch — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 875bc88 (875bc88) to 875bc88 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
changed:
ref: "875bc88709778d30dc2876bea63741ef4606fd9f"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usageclickbench_partitioned — base (merge-base)
clickbench_partitioned — branch
File an issue against this benchmark runner |
Contributor
Author
NDV cap sweepMean/distribution totals; lower is better.
Caps 218 and 250 produce the same schema, so their opposite suite deltas show the end-to-end result is within runner variance. I would use 218: lower excludes the ClickBench target, while raising it only admits fields that standard ClickBench reads through Q23's Regression buckets
The next useful optimization is preserving the physical dictionary through |
Contributor
Author
|
run benchmark tpch clickbench_partitioned env:
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
BENCHMARK_PARQUET_WITH_NDV: "true"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218" |
|
Hi @Rich-T-kid, thanks for the request (#26348 (comment)). Usage: Any benchmark name is accepted: Per-side configuration ( env:
# shared env is inherited by BOTH the build and the run, so build
# flags go here. Builds default to no debuginfo for speed; opt back
# in for hung-job gdb dumps and cap jobs to stay within memory:
CARGO_PROFILE_RELEASE_DEBUG: "1"
CARGO_BUILD_JOBS: "1"
baseline:
ref: v45.0.0
env:
# per-side env only reaches the benchmark run, not the build
DATAFUSION_RUNTIME_MEMORY_LIMIT: 1G
changed:
ref: v46.0.0
env:
DATAFUSION_RUNTIME_MEMORY_LIMIT: 2GPod size and CPU architecture (each key is optional and keeps the default when absent; requests and limits are set equal): resources:
cpu: "16"
memory: "128Gi"
arch: arm64 # arm64 or amd64Independent benchmark shards (optional; 1–8, default 1): run benchmark arrow_writer
shards: 4Each shard builds both revisions, measures its assigned cases, and posts its own report. Resources and the job deadline apply per shard. DataFusion requests specifying a shard count greater than 1 fail with an error. Omit shards or use shards: 1 for DataFusion. File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpch — base (merge-base)
tpch — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpch — base (merge-base)
tpch — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpch — base (merge-base)
tpch — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usageclickbench_partitioned — base (merge-base)
clickbench_partitioned — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usageclickbench_partitioned — base (merge-base)
clickbench_partitioned — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing a992dc9 (a992dc9) to a992dc9 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
changed:
ref: "a992dc9dbe6a7a0b2cc909f42f8bb8440b0bd97c"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usageclickbench_partitioned — base (merge-base)
clickbench_partitioned — branch
File an issue against this benchmark runner |
Contributor
Author
|
run benchmark tpch clickbench_partitioned env:
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
BENCHMARK_PARQUET_WITH_NDV: "true"
baseline:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
changed:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218" |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 6685220 (6685220) to 6685220 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
changed:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark running (GKE) | trigger CPU Details (lscpu)Comparing 6685220 (6685220) to 6685220 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
changed:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"Results will be posted here when complete File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 6685220 (6685220) to 6685220 diff Run configurationrun benchmark tpch
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
changed:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usagetpch — base (merge-base)
tpch — branch
File an issue against this benchmark runner |
|
🤖 Benchmark completed (GKE) | trigger Instance: Comparing 6685220 (6685220) to 6685220 diff Run configurationrun benchmark clickbench_partitioned
env:
BENCHMARK_PARQUET_WITH_NDV: "true"
DATAFUSION_RUNTIME_MEMORY_LIMIT: "32G"
baseline:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
changed:
ref: "668522063e50d45b873bb90445c4e33c5bc37e88"
env:
DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true"
DATAFUSION_EXECUTION_PARQUET_RLE_TO_DICTIONARY_MAX_DISTINCT_VALUES: "218"CPU Details (lscpu)Details
Memory Pool PeaksPeak Base:
Pool accounting vs. process RSS Max pool peak is the largest reservation any single query in the run reached; peak RSS covers the whole invocation, including data loading and allocator retention, and the two high-water marks need not coincide in time. The gap is therefore an upper bound on what the pool did not account for, not a measurement of it.
Resource Usageclickbench_partitioned — base (merge-base)
clickbench_partitioned — branch
File an issue against this benchmark runner |
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Which issue does this PR close?
Benchmark-only integration of #26315 and apache/arrow-rs#11462.
Rationale for this change
Measure RLE-to-dictionary through DataFusion scans and operators, and find a practical NDV cap using Parquet files with real NDV statistics.
What changes are included in this PR?
binary_as_stringcoercion.634c1fd7, including the RLE reader and dictionary scalar comparison optimizations.Results
Utf8Viewthrough NDV 2,000.MobilePhoneModelacross all 100 ClickBench files.Test coverage
parquet_rle_to_dictionary.sltarrow-ordtests and clippy