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refactor(hash-aggr): share one spill context between the spilling aggregate streams - #25538

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jayzhan211 merged 4 commits into
apache:mainfrom
jayzhan211:simplify/agg-spill-context
Sep 21, 2026
Merged

jayzhan211 merged 4 commits into
apache:mainfrom
jayzhan211:simplify/agg-spill-context

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Which issue does this PR close?

Rationale for this change

The four grouped aggregation streams that can spill — FinalHashAggregateStream, SingleHashAggregateStream, OrderedSingleAggregateStream and OrderedFinalAggregateStream — each define their own spill context (FinalSpillContext, SingleSpillContext, OrderedSingleSpillContext, OrderedFinalSpillContext). The four types have the same seven fields and the same three operations:

  • build the spill sort key and the aggregate configuration used for replay,
  • sort the table's state batch and write it as one spill file,
  • merge all runs with StreamingMergeBuilder and replay them through OrderedFinalAggregateStream::new_with_input_and_metrics.

The bodies are copies of each other; the only real differences are constructor-time:

sort key replay aggregate
Final hash group columns in natural order same aggregate
Single hash group columns in natural order Single → Final, group_by.as_final()
Ordered final already-ordered columns first, then the rest same aggregate
Ordered single already-ordered columns first, then the rest Single → Final, group_by.as_final()

Both axes are functions of values the constructor already receives (AggregateMode and InputOrderMode), and the natural order is just the ordered-columns-first formula with no ordered columns.

What changes are included in this PR?

No behaviour change.

  • Add aggregates/spill.rs with a single non-generic AggregateSpill (try_new, has_spills, spill, into_replay_stream). It is non-generic because the only thing a spill needs from a table is the batch returned by take_state_batch(), so the caller passes that batch in.
  • Delete the four per-stream spill context types and use AggregateSpill instead.
  • Spill request descriptions ("FinalHashAggregateSpill" etc.) and memory consumer names are unchanged. The text of four internal_err! messages that cannot be reached by users is now shared.

Net: 4 stream files −665 lines, +1 new file of ~235 lines.

This is the first step towards a single spill-replay driver for these streams (see the linked issue), but it stands on its own.

What is the testing strategy for this PR?

Existing tests: the aggregate unit tests in aggregates/mod.rs and ordered_final_stream.rs (spill + replay, OOM, drop/cancel, memory accounting), aggregate_memory_spill.slt, ordered_aggregate_spill.slt, the memory_limit integration tests and the aggregate fuzz tests. No new tests since there is no new behaviour.

Are there any user-facing changes?

No.

@github-actions github-actions Bot added the physical-plan Changes to the physical-plan crate label Sep 20, 2026
@jayzhan211
jayzhan211 marked this pull request as ready for review September 20, 2026 10:26
@jayzhan211
jayzhan211 marked this pull request as draft September 20, 2026 10:28
@codecov-commenter

codecov-commenter commented Sep 20, 2026 •

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Codecov Report

❌ Patch coverage is 92.94872% with 11 lines in your changes missing coverage. Please review.
✅ Project coverage is 82.41%. Comparing base (d20936c) to head (4a6cfd6).
⚠️ Report is 19 commits behind head on main.

Files with missing lines Patch % Lines
datafusion/physical-plan/src/aggregates/spill.rs 91.80% 7 Missing and 3 partials ⚠️
...fusion/physical-plan/src/aggregates/hash_stream.rs 87.50% 1 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main   #25538      +/-   ##
==========================================
+ Coverage   82.38%   82.41%   +0.02%     
==========================================
  Files        1138     1139       +1     
  Lines      434491   435209     +718     
  Branches   434491   435209     +718     
==========================================
+ Hits       357969   358680     +711     
+ Misses      54875    54830      -45     
- Partials    21647    21699      +52     

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@jayzhan211
jayzhan211 marked this pull request as ready for review September 20, 2026 11:38

@2010YOUY01 2010YOUY01 left a comment

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Thank you, love it (and all entropy-reducing PRs in general!)

Comment thread datafusion/physical-plan/src/aggregates/spill.rs
/// Sorts `state_batch`, the intermediate state of all currently buffered
/// groups (`None` if there are no groups), and writes it as one spill file.
/// Memory reservation should be updated by the caller.
pub(super) fn spill(&mut self, state_batch: Option<RecordBatch>) -> Result<()> {

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perhaps rename it to sort_and_spill?

@jayzhan211
jayzhan211 added this pull request to the merge queue Sep 21, 2026
Merged via the queue into apache:main with commit b527fec Sep 21, 2026
41 checks passed
@jayzhan211
jayzhan211 deleted the simplify/agg-spill-context branch September 21, 2026 15:17
@Rachelint

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run benchmark clickbench_partitioned

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5770653877-2574-bb9bd 6.12.94+ #1 SMP Wed Aug 19 07:47:20 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing simplify/agg-spill-context (4a6cfd6) to d20936c (merge-base) diff

Run configuration
run benchmark clickbench_partitioned

Results will be posted here when complete


File an issue against this benchmark runner

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🤖 Benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

Comparing simplify/agg-spill-context (4a6cfd6) to d20936c (merge-base) diff

Run configuration
run benchmark clickbench_partitioned
CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected
Details

Comparing HEAD and simplify_agg-spill-context
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃       HEAD ┃ simplify_agg-spill-context ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │    1.27 ms │                    1.26 ms │     no change │
│ QQuery 1  │   11.57 ms │                   11.49 ms │     no change │
│ QQuery 2  │   36.72 ms │                   37.38 ms │     no change │
│ QQuery 3  │   31.37 ms │                   31.11 ms │     no change │
│ QQuery 4  │  242.87 ms │                  231.94 ms │     no change │
│ QQuery 5  │  276.77 ms │                  269.48 ms │     no change │
│ QQuery 6  │    1.27 ms │                    1.28 ms │     no change │
│ QQuery 7  │   13.08 ms │                   12.89 ms │     no change │
│ QQuery 8  │  333.90 ms │                  325.59 ms │     no change │
│ QQuery 9  │  471.28 ms │                  458.71 ms │     no change │
│ QQuery 10 │   65.04 ms │                   63.79 ms │     no change │
│ QQuery 11 │   75.87 ms │                   75.72 ms │     no change │
│ QQuery 12 │  265.01 ms │                  260.40 ms │     no change │
│ QQuery 13 │  363.58 ms │                  363.17 ms │     no change │
│ QQuery 14 │  284.55 ms │                  278.07 ms │     no change │
│ QQuery 15 │  283.06 ms │                  288.56 ms │     no change │
│ QQuery 16 │  622.86 ms │                  617.31 ms │     no change │
│ QQuery 17 │  618.76 ms │                  625.83 ms │     no change │
│ QQuery 18 │ 1270.79 ms │                 1260.37 ms │     no change │
│ QQuery 19 │   27.57 ms │                   27.74 ms │     no change │
│ QQuery 20 │  517.41 ms │                  520.10 ms │     no change │
│ QQuery 21 │  508.06 ms │                  513.37 ms │     no change │
│ QQuery 22 │  978.27 ms │                  972.47 ms │     no change │
│ QQuery 23 │ 3056.28 ms │                 3062.62 ms │     no change │
│ QQuery 24 │   40.23 ms │                   40.42 ms │     no change │
│ QQuery 25 │  104.47 ms │                  104.31 ms │     no change │
│ QQuery 26 │   40.62 ms │                   40.72 ms │     no change │
│ QQuery 27 │  516.54 ms │                  523.85 ms │     no change │
│ QQuery 28 │ 2878.95 ms │                 2922.11 ms │     no change │
│ QQuery 29 │   41.46 ms │                   42.06 ms │     no change │
│ QQuery 30 │  309.77 ms │                  324.04 ms │     no change │
│ QQuery 31 │  279.18 ms │                  296.63 ms │  1.06x slower │
│ QQuery 32 │  972.53 ms │                  961.35 ms │     no change │
│ QQuery 33 │ 1491.44 ms │                 1439.90 ms │     no change │
│ QQuery 34 │ 1484.78 ms │                 1459.58 ms │     no change │
│ QQuery 35 │  293.19 ms │                  294.24 ms │     no change │
│ QQuery 36 │   66.10 ms │                   68.91 ms │     no change │
│ QQuery 37 │   35.23 ms │                   35.59 ms │     no change │
│ QQuery 38 │   40.15 ms │                   40.68 ms │     no change │
│ QQuery 39 │  143.31 ms │                  135.31 ms │ +1.06x faster │
│ QQuery 40 │   14.00 ms │                   14.21 ms │     no change │
│ QQuery 41 │   13.70 ms │                   13.80 ms │     no change │
│ QQuery 42 │   13.38 ms │                   13.20 ms │     no change │
└───────────┴────────────┴────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                         ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 19136.24ms │
│ Total Time (simplify_agg-spill-context)   │ 19081.60ms │
│ Average Time (HEAD)                       │   445.03ms │
│ Average Time (simplify_agg-spill-context) │   443.76ms │
│ Queries Faster                            │          1 │
│ Queries Slower                            │          1 │
│ Queries with No Change                    │         41 │
│ Queries with Failure                      │          0 │
└───────────────────────────────────────────┴────────────┘

Distribution per query (min / mean ±stddev / max):

Comparing HEAD and simplify_agg-spill-context
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃            simplify_agg-spill-context ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.27 / 4.10 ±5.56 / 15.21 ms │          1.26 / 4.08 ±5.53 / 15.13 ms │     no change │
│ QQuery 1  │        11.57 / 11.71 ±0.15 / 11.99 ms │        11.49 / 11.79 ±0.17 / 12.01 ms │     no change │
│ QQuery 2  │        36.72 / 37.05 ±0.25 / 37.44 ms │        37.38 / 37.63 ±0.15 / 37.81 ms │     no change │
│ QQuery 3  │        31.37 / 32.09 ±0.72 / 33.31 ms │        31.11 / 31.98 ±0.54 / 32.56 ms │     no change │
│ QQuery 4  │     242.87 / 247.10 ±3.39 / 252.53 ms │     231.94 / 236.30 ±3.42 / 242.25 ms │     no change │
│ QQuery 5  │     276.77 / 280.30 ±3.97 / 287.29 ms │     269.48 / 274.77 ±3.55 / 278.66 ms │     no change │
│ QQuery 6  │           1.27 / 1.43 ±0.24 / 1.90 ms │           1.28 / 1.43 ±0.23 / 1.89 ms │     no change │
│ QQuery 7  │        13.08 / 14.84 ±3.45 / 21.74 ms │        12.89 / 13.01 ±0.10 / 13.14 ms │ +1.14x faster │
│ QQuery 8  │     333.90 / 341.92 ±5.66 / 351.39 ms │     325.59 / 337.61 ±6.49 / 343.73 ms │     no change │
│ QQuery 9  │     471.28 / 478.69 ±8.82 / 495.50 ms │     458.71 / 467.21 ±6.69 / 475.86 ms │     no change │
│ QQuery 10 │        65.04 / 66.99 ±3.25 / 73.43 ms │        63.79 / 66.68 ±3.53 / 73.55 ms │     no change │
│ QQuery 11 │        75.87 / 76.64 ±0.69 / 77.52 ms │        75.72 / 76.42 ±0.66 / 77.36 ms │     no change │
│ QQuery 12 │     265.01 / 273.37 ±8.06 / 284.02 ms │     260.40 / 266.66 ±4.16 / 271.39 ms │     no change │
│ QQuery 13 │     363.58 / 371.11 ±8.62 / 387.30 ms │    363.17 / 373.29 ±13.53 / 400.05 ms │     no change │
│ QQuery 14 │     284.55 / 289.49 ±4.80 / 295.96 ms │     278.07 / 283.10 ±4.28 / 290.98 ms │     no change │
│ QQuery 15 │     283.06 / 294.56 ±9.76 / 309.52 ms │     288.56 / 290.15 ±1.40 / 292.56 ms │     no change │
│ QQuery 16 │     622.86 / 626.92 ±3.51 / 631.45 ms │     617.31 / 628.92 ±9.46 / 641.91 ms │     no change │
│ QQuery 17 │     618.76 / 635.51 ±8.73 / 642.20 ms │    625.83 / 634.80 ±10.23 / 648.30 ms │     no change │
│ QQuery 18 │ 1270.79 / 1287.29 ±19.25 / 1322.34 ms │ 1260.37 / 1293.17 ±24.93 / 1335.97 ms │     no change │
│ QQuery 19 │        27.57 / 27.82 ±0.15 / 28.04 ms │       27.74 / 34.50 ±13.16 / 60.81 ms │  1.24x slower │
│ QQuery 20 │     517.41 / 526.29 ±9.34 / 542.04 ms │    520.10 / 528.79 ±10.15 / 548.08 ms │     no change │
│ QQuery 21 │     508.06 / 513.86 ±6.00 / 523.49 ms │     513.37 / 521.00 ±6.92 / 533.70 ms │     no change │
│ QQuery 22 │   978.27 / 991.16 ±10.66 / 1007.72 ms │    972.47 / 987.16 ±9.99 / 1003.39 ms │     no change │
│ QQuery 23 │ 3056.28 / 3113.49 ±38.22 / 3176.14 ms │ 3062.62 / 3098.47 ±22.74 / 3123.28 ms │     no change │
│ QQuery 24 │        40.23 / 42.08 ±2.16 / 46.21 ms │       40.42 / 51.17 ±20.39 / 91.93 ms │  1.22x slower │
│ QQuery 25 │     104.47 / 105.41 ±0.85 / 107.00 ms │     104.31 / 105.51 ±0.88 / 107.03 ms │     no change │
│ QQuery 26 │        40.62 / 42.90 ±3.43 / 49.68 ms │        40.72 / 45.45 ±6.34 / 57.13 ms │  1.06x slower │
│ QQuery 27 │     516.54 / 522.88 ±3.52 / 526.83 ms │     523.85 / 529.11 ±4.64 / 536.28 ms │     no change │
│ QQuery 28 │ 2878.95 / 2921.46 ±46.86 / 3012.80 ms │ 2922.11 / 2957.66 ±34.53 / 3014.17 ms │     no change │
│ QQuery 29 │      41.46 / 59.78 ±36.15 / 132.07 ms │        42.06 / 42.65 ±0.51 / 43.59 ms │ +1.40x faster │
│ QQuery 30 │     309.77 / 313.28 ±2.45 / 316.47 ms │     324.04 / 333.25 ±8.34 / 348.14 ms │  1.06x slower │
│ QQuery 31 │     279.18 / 288.30 ±7.36 / 299.55 ms │     296.63 / 304.14 ±4.20 / 309.03 ms │  1.05x slower │
│ QQuery 32 │  972.53 / 1005.76 ±25.25 / 1040.96 ms │   961.35 / 977.84 ±14.79 / 1003.21 ms │     no change │
│ QQuery 33 │ 1491.44 / 1509.95 ±17.41 / 1538.05 ms │ 1439.90 / 1492.93 ±35.53 / 1533.52 ms │     no change │
│ QQuery 34 │ 1484.78 / 1579.12 ±65.37 / 1679.59 ms │ 1459.58 / 1487.74 ±23.52 / 1518.87 ms │ +1.06x faster │
│ QQuery 35 │    293.19 / 312.20 ±21.70 / 350.71 ms │    294.24 / 313.50 ±23.71 / 358.96 ms │     no change │
│ QQuery 36 │        66.10 / 71.90 ±3.76 / 76.60 ms │        68.91 / 71.01 ±2.22 / 74.66 ms │     no change │
│ QQuery 37 │        35.23 / 38.77 ±3.17 / 43.31 ms │        35.59 / 36.13 ±0.55 / 37.15 ms │ +1.07x faster │
│ QQuery 38 │        40.15 / 42.70 ±2.27 / 46.49 ms │        40.68 / 45.38 ±3.16 / 49.13 ms │  1.06x slower │
│ QQuery 39 │     143.31 / 147.39 ±2.58 / 150.58 ms │    135.31 / 150.50 ±14.68 / 169.25 ms │     no change │
│ QQuery 40 │        14.00 / 17.35 ±4.55 / 25.83 ms │        14.21 / 15.13 ±1.57 / 18.26 ms │ +1.15x faster │
│ QQuery 41 │        13.70 / 14.28 ±0.99 / 16.25 ms │        13.80 / 14.43 ±1.00 / 16.41 ms │     no change │
│ QQuery 42 │        13.38 / 14.97 ±2.51 / 19.95 ms │        13.20 / 14.80 ±2.72 / 20.23 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                         ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 19594.23ms │
│ Total Time (simplify_agg-spill-context)   │ 19487.29ms │
│ Average Time (HEAD)                       │   455.68ms │
│ Average Time (simplify_agg-spill-context) │   453.19ms │
│ Queries Faster                            │          5 │
│ Queries Slower                            │          6 │
│ Queries with No Change                    │         32 │
│ Queries with Failure                      │          0 │
└───────────────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric Value
Wall time 100.0s
Peak memory 12.5 GiB
Avg memory 4.5 GiB
CPU user 1001.1s
CPU sys 70.9s
Peak spill 0 B

clickbench_partitioned — branch

Metric Value
Wall time 100.0s
Peak memory 11.5 GiB
Avg memory 4.4 GiB
CPU user 997.8s
CPU sys 71.7s
Peak spill 0 B

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physical-plan Changes to the physical-plan crate

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