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vParquet5: dedicated columns support array values - #5760

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stoewer merged 15 commits into
grafana:mainfrom
stoewer:vp5-array-dedicated-cols
Oct 27, 2025
Merged

vParquet5: dedicated columns support array values#5760
stoewer merged 15 commits into
grafana:mainfrom
stoewer:vp5-array-dedicated-cols

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@stoewer

@stoewer stoewer commented Oct 17, 2025

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What this PR does:
Add support for arrays to dedicated columns for integers and strings on resource and span level

An array is enabled for each individual dedicated column via tempo config or overrides:

      parquet_dedicated_columns:
        - { name: "http.response.status_code", type: "int", scope: "span", options: ["array"] } 

Columns with options are ignored in vp3 and vp4

Which issue(s) this PR fixes:
Contributes to #5736

Checklist

  • Tests updated
  • Documentation added
  • CHANGELOG.md updated - the order of entries should be [CHANGE], [FEATURE], [ENHANCEMENT], [BUGFIX]
@stoewer

stoewer commented Oct 17, 2025

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Performance impact:
File size increases only slightly ~0.5%

Benchmark shows slight increases in sec/op. However, those increases are not stable over multiple benchmark runs and therefore potentially artifacts

vp5-p3 vs vp5-p4
goos: linux
goarch: amd64
pkg: github.com/grafana/tempo/tempodb/encoding/vparquet5
cpu: AMD Ryzen AI 9 HX PRO 370 w/ Radeon 890M       
                                                   │ baseline-vp5-p3 │           slices-vp5-p4            │
                                                   │     sec/op      │    sec/op     vs base              │
BackendBlockTraceQL/spanAttValMatch-24                  195.2m ±  7%   201.5m ±  8%       ~ (p=0.394 n=6)
BackendBlockTraceQL/spanAttValMatchFew-24               59.50m ±  3%   61.37m ±  6%       ~ (p=0.065 n=6)
BackendBlockTraceQL/spanAttValNoMatch-24                69.20m ±  5%   68.86m ±  4%       ~ (p=0.937 n=6)
BackendBlockTraceQL/spanAttIntrinsicMatch-24            131.9m ±  7%   136.7m ±  8%       ~ (p=0.093 n=6)
BackendBlockTraceQL/spanAttIntrinsicMatchFew-24         132.0m ± 13%   131.4m ±  4%       ~ (p=0.937 n=6)
BackendBlockTraceQL/spanAttIntrinsicNoMatch-24          2.709m ± 12%   2.845m ±  3%       ~ (p=0.065 n=6)
BackendBlockTraceQL/resourceAttValMatch-24              151.3m ±  7%   151.8m ±  4%       ~ (p=0.937 n=6)
BackendBlockTraceQL/resourceAttValNoMatch-24            8.188m ±  2%   8.671m ±  3%  +5.89% (p=0.002 n=6)
BackendBlockTraceQL/resourceAttIntrinsicMatch-24        155.7m ±  5%   158.2m ±  7%       ~ (p=0.589 n=6)
BackendBlockTraceQL/resourceAttIntrinsicNoMatch-24      2.237m ±  5%   2.206m ±  3%       ~ (p=0.180 n=6)
BackendBlockTraceQL/traceOrMatch-24                      1.246 ±  6%    1.249 ±  9%       ~ (p=1.000 n=6)
BackendBlockTraceQL/traceOrMatchFew-24                   1.311 ±  6%    1.383 ±  7%       ~ (p=0.093 n=6)
BackendBlockTraceQL/traceOrNoMatch-24                    1.306 ±  5%    1.278 ±  7%       ~ (p=0.180 n=6)
BackendBlockTraceQL/mixedValNoMatch-24                  462.6m ± 16%   483.7m ±  8%       ~ (p=0.310 n=6)
BackendBlockTraceQL/mixedValMixedMatchAnd-24            22.78m ±  5%   23.57m ±  4%       ~ (p=0.132 n=6)
BackendBlockTraceQL/mixedValMixedMatchOr-24             408.4m ±  5%   405.8m ±  4%       ~ (p=0.818 n=6)
BackendBlockTraceQL/count-24                             1.563 ±  3%    1.574 ±  5%       ~ (p=1.000 n=6)
BackendBlockTraceQL/struct-24                            1.375 ±  3%    1.362 ±  3%       ~ (p=0.394 n=6)
BackendBlockTraceQL/||-24                               626.6m ±  3%   631.5m ±  6%       ~ (p=0.937 n=6)
BackendBlockTraceQL/mixed-24                            196.4m ±  6%   186.6m ±  9%       ~ (p=0.589 n=6)
BackendBlockTraceQL/complex-24                          422.8m ±  7%   429.4m ±  7%       ~ (p=0.937 n=6)
BackendBlockTraceQL/select-24                            1.047 ±  4%    1.084 ± 10%       ~ (p=0.394 n=6)
geomean                                                 173.1m         175.6m        +1.43%

                                                   │ baseline-vp5-p3 │           slices-vp5-p4            │
                                                   │       B/s       │     B/s       vs base              │
BackendBlockTraceQL/spanAttValMatch-24                 363.7Mi ±  6%   353.0Mi ± 8%       ~ (p=0.394 n=6)
BackendBlockTraceQL/spanAttValMatchFew-24              804.5Mi ±  3%   782.0Mi ± 6%       ~ (p=0.065 n=6)
BackendBlockTraceQL/spanAttValNoMatch-24               321.1Mi ±  5%   323.6Mi ± 4%       ~ (p=0.937 n=6)
BackendBlockTraceQL/spanAttIntrinsicMatch-24           559.9Mi ±  8%   540.2Mi ± 8%       ~ (p=0.093 n=6)
BackendBlockTraceQL/spanAttIntrinsicMatchFew-24        559.4Mi ± 12%   561.8Mi ± 4%       ~ (p=0.937 n=6)
BackendBlockTraceQL/spanAttIntrinsicNoMatch-24         1.298Gi ± 10%   1.236Gi ± 3%       ~ (p=0.065 n=6)
BackendBlockTraceQL/resourceAttValMatch-24             472.1Mi ±  8%   470.8Mi ± 5%       ~ (p=0.937 n=6)
BackendBlockTraceQL/resourceAttValNoMatch-24           858.4Mi ±  2%   810.7Mi ± 3%  -5.56% (p=0.002 n=6)
BackendBlockTraceQL/resourceAttIntrinsicMatch-24       461.1Mi ±  5%   453.8Mi ± 7%       ~ (p=0.589 n=6)
BackendBlockTraceQL/resourceAttIntrinsicNoMatch-24     337.4Mi ±  4%   342.1Mi ± 3%       ~ (p=0.180 n=6)
BackendBlockTraceQL/traceOrMatch-24                    44.11Mi ±  6%   44.01Mi ± 8%       ~ (p=1.000 n=6)
BackendBlockTraceQL/traceOrMatchFew-24                 95.56Mi ±  6%   90.53Mi ± 7%       ~ (p=0.093 n=6)
BackendBlockTraceQL/traceOrNoMatch-24                  42.08Mi ±  5%   43.00Mi ± 7%       ~ (p=0.180 n=6)
BackendBlockTraceQL/mixedValNoMatch-24                 64.60Mi ± 14%   61.80Mi ± 9%       ~ (p=0.310 n=6)
BackendBlockTraceQL/mixedValMixedMatchAnd-24           942.1Mi ±  5%   910.7Mi ± 4%       ~ (p=0.132 n=6)
BackendBlockTraceQL/mixedValMixedMatchOr-24            55.45Mi ±  6%   55.81Mi ± 4%       ~ (p=0.818 n=6)
BackendBlockTraceQL/count-24                           45.65Mi ±  3%   45.33Mi ± 5%       ~ (p=1.000 n=6)
BackendBlockTraceQL/struct-24                          47.23Mi ±  3%   47.69Mi ± 3%       ~ (p=0.394 n=6)
BackendBlockTraceQL/||-24                              115.3Mi ±  3%   114.4Mi ± 6%       ~ (p=0.937 n=6)
BackendBlockTraceQL/mixed-24                           450.7Mi ±  7%   474.6Mi ± 8%       ~ (p=0.589 n=6)
BackendBlockTraceQL/complex-24                         341.1Mi ±  6%   335.8Mi ± 7%       ~ (p=0.937 n=6)
BackendBlockTraceQL/select-24                          106.2Mi ±  4%   102.5Mi ± 9%       ~ (p=0.394 n=6)
geomean                                                225.7Mi         222.6Mi       -1.37%

                                                   │ baseline-vp5-p3 │            slices-vp5-p4            │
                                                   │    MB_io/op     │  MB_io/op    vs base                │
BackendBlockTraceQL/spanAttValMatch-24                    74.43 ± 0%    74.59 ± 0%  +0.21% (p=0.002 n=6)
BackendBlockTraceQL/spanAttValMatchFew-24                 50.19 ± 0%    50.29 ± 0%  +0.20% (p=0.006 n=6)
BackendBlockTraceQL/spanAttValNoMatch-24                  23.30 ± 0%    23.30 ± 0%       ~ (p=0.455 n=6)
BackendBlockTraceQL/spanAttIntrinsicMatch-24              77.41 ± 0%    77.41 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/spanAttIntrinsicMatchFew-24           77.41 ± 0%    77.41 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/spanAttIntrinsicNoMatch-24            3.775 ± 0%    3.775 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/resourceAttValMatch-24                74.89 ± 0%    74.91 ± 0%  +0.03% (p=0.002 n=6)
BackendBlockTraceQL/resourceAttValNoMatch-24              7.370 ± 0%    7.370 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/resourceAttIntrinsicMatch-24          75.28 ± 0%    75.28 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/resourceAttIntrinsicNoMatch-24       791.3m ± 0%   791.4m ± 0%  +0.01% (p=0.002 n=6)
BackendBlockTraceQL/traceOrMatch-24                       57.62 ± 0%    57.62 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/traceOrMatchFew-24                    131.3 ± 0%    131.3 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/traceOrNoMatch-24                     57.62 ± 0%    57.62 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/mixedValNoMatch-24                    31.34 ± 0%    31.34 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/mixedValMixedMatchAnd-24              22.51 ± 0%    22.51 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/mixedValMixedMatchOr-24               23.75 ± 0%    23.75 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/count-24                              74.83 ± 0%    74.83 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/struct-24                             68.09 ± 0%    68.09 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/||-24                                 75.73 ± 0%    75.73 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/mixed-24                              92.80 ± 0%    92.80 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/complex-24                            151.2 ± 0%    151.2 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/select-24                             116.5 ± 0%    116.5 ± 0%       ~ (p=1.000 n=6) ¹
geomean                                                   40.97         40.98       +0.02%
¹ all samples are equal

                                                   │ baseline-vp5-p3 │            slices-vp5-p4            │
                                                   │    spans/op     │  spans/op    vs base                │
BackendBlockTraceQL/spanAttValMatch-24                 8.672k ± 0%     8.672k ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/spanAttValMatchFew-24               48.00 ± 0%      48.00 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/spanAttValNoMatch-24                0.000 ± 0%      0.000 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/spanAttIntrinsicMatch-24           1.198k ± 0%     1.198k ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/spanAttIntrinsicMatchFew-24        1.206k ± 0%     1.206k ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/spanAttIntrinsicNoMatch-24          0.000 ± 0%      0.000 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/resourceAttValMatch-24             8.714k ± 0%     8.714k ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/resourceAttValNoMatch-24            0.000 ± 0%      0.000 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/resourceAttIntrinsicMatch-24       8.287k ± 0%     8.287k ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/resourceAttIntrinsicNoMatch-24      0.000 ± 0%      0.000 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/traceOrMatch-24                     0.000 ± 0%      0.000 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/traceOrMatchFew-24                  355.0 ± 0%      355.0 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/traceOrNoMatch-24                   0.000 ± 0%      0.000 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/mixedValNoMatch-24                  0.000 ± 0%      0.000 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/mixedValMixedMatchAnd-24            3.000 ± 0%      3.000 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/mixedValMixedMatchOr-24             3.000 ± 0%      3.000 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/count-24                           203.4k ± 0%     203.4k ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/struct-24                           33.00 ± 0%      33.00 ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/||-24                              7.614k ± 0%     7.614k ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/mixed-24                           2.125k ± 0%     2.125k ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/complex-24                         1.859k ± 0%     1.859k ± 0%       ~ (p=1.000 n=6) ¹
BackendBlockTraceQL/select-24                          1.485k ± 0%     1.485k ± 0%       ~ (p=1.000 n=6) ¹
geomean                                                            ²                +0.00%               ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                                   │ baseline-vp5-p3 │             slices-vp5-p4             │
                                                   │      B/op       │      B/op        vs base              │
BackendBlockTraceQL/spanAttValMatch-24                 40.01Mi ±  6%    40.93Mi ±   6%       ~ (p=0.180 n=6)
BackendBlockTraceQL/spanAttValMatchFew-24              3.236Mi ± 16%    3.446Mi ±  13%       ~ (p=0.485 n=6)
BackendBlockTraceQL/spanAttValNoMatch-24               48.15Mi ± 12%    48.90Mi ±  15%       ~ (p=0.818 n=6)
BackendBlockTraceQL/spanAttIntrinsicMatch-24           10.04Mi ± 13%    10.94Mi ±  13%       ~ (p=0.093 n=6)
BackendBlockTraceQL/spanAttIntrinsicMatchFew-24        10.30Mi ± 13%    10.45Mi ±  14%       ~ (p=0.699 n=6)
BackendBlockTraceQL/spanAttIntrinsicNoMatch-24         2.576Mi ±  3%    2.596Mi ±   1%       ~ (p=0.589 n=6)
BackendBlockTraceQL/resourceAttValMatch-24             34.10Mi ±  3%    34.64Mi ±   2%       ~ (p=0.310 n=6)
BackendBlockTraceQL/resourceAttValNoMatch-24           7.759Mi ±  3%    7.851Mi ±   2%       ~ (p=0.394 n=6)
BackendBlockTraceQL/resourceAttIntrinsicMatch-24       31.90Mi ±  5%    32.98Mi ±  12%       ~ (p=0.589 n=6)
BackendBlockTraceQL/resourceAttIntrinsicNoMatch-24     2.054Mi ±  3%    2.063Mi ±   2%       ~ (p=1.000 n=6)
BackendBlockTraceQL/traceOrMatch-24                   138.08Mi ± 49%    93.99Mi ± 112%       ~ (p=0.180 n=6)
BackendBlockTraceQL/traceOrMatchFew-24                 168.9Mi ± 44%    193.1Mi ±  17%       ~ (p=0.310 n=6)
BackendBlockTraceQL/traceOrNoMatch-24                  91.97Mi ± 60%    93.22Mi ±  62%       ~ (p=0.818 n=6)
BackendBlockTraceQL/mixedValNoMatch-24                 62.81Mi ± 66%    71.05Mi ±  29%       ~ (p=0.589 n=6)
BackendBlockTraceQL/mixedValMixedMatchAnd-24           4.935Mi ±  4%    4.983Mi ±  18%       ~ (p=0.937 n=6)
BackendBlockTraceQL/mixedValMixedMatchOr-24            18.36Mi ± 55%    20.18Mi ±  52%       ~ (p=0.132 n=6)
BackendBlockTraceQL/count-24                           1.618Gi ±  3%    1.599Gi ±   3%       ~ (p=0.485 n=6)
BackendBlockTraceQL/struct-24                          180.6Mi ± 47%    173.6Mi ±  52%       ~ (p=0.093 n=6)
BackendBlockTraceQL/||-24                              307.6Mi ±  8%    309.2Mi ±   6%       ~ (p=0.485 n=6)
BackendBlockTraceQL/mixed-24                           21.78Mi ±  8%    22.03Mi ±  22%       ~ (p=0.485 n=6)
BackendBlockTraceQL/complex-24                         32.78Mi ± 50%    30.02Mi ±  58%       ~ (p=0.310 n=6)
BackendBlockTraceQL/select-24                         1011.5Mi ±  3%   1008.4Mi ±   0%       ~ (p=0.818 n=6)
geomean                                                36.49Mi          36.72Mi         +0.64%

                                                   │ baseline-vp5-p3 │            slices-vp5-p4            │
                                                   │    allocs/op    │  allocs/op    vs base               │
BackendBlockTraceQL/spanAttValMatch-24                 454.5k ±   0%   454.5k ±  0%        ~ (p=0.818 n=6)
BackendBlockTraceQL/spanAttValMatchFew-24              25.97k ±   0%   25.97k ±  0%        ~ (p=0.786 n=6)
BackendBlockTraceQL/spanAttValNoMatch-24               20.07k ±   0%   20.07k ±  0%        ~ (p=0.900 n=6)
BackendBlockTraceQL/spanAttIntrinsicMatch-24           108.3k ±   0%   108.3k ±  0%        ~ (p=0.082 n=6)
BackendBlockTraceQL/spanAttIntrinsicMatchFew-24        84.90k ±   0%   84.90k ±  0%        ~ (p=0.818 n=6)
BackendBlockTraceQL/spanAttIntrinsicNoMatch-24         19.22k ±   0%   19.22k ±  0%        ~ (p=1.000 n=6)
BackendBlockTraceQL/resourceAttValMatch-24             362.7k ±   0%   362.6k ±  0%        ~ (p=0.937 n=6)
BackendBlockTraceQL/resourceAttValNoMatch-24           19.35k ±   0%   19.35k ±  0%        ~ (p=0.459 n=6)
BackendBlockTraceQL/resourceAttIntrinsicMatch-24       348.3k ±   0%   348.3k ±  0%        ~ (p=0.240 n=6)
BackendBlockTraceQL/resourceAttIntrinsicNoMatch-24     19.26k ±   0%   19.26k ±  0%        ~ (p=0.574 n=6)
BackendBlockTraceQL/traceOrMatch-24                    330.6k ±  37%   243.4k ± 85%  -26.37% (p=0.041 n=6)
BackendBlockTraceQL/traceOrMatchFew-24                 510.1k ±  10%   547.1k ± 14%        ~ (p=0.394 n=6)
BackendBlockTraceQL/traceOrNoMatch-24                  225.6k ±   5%   232.3k ± 14%        ~ (p=0.310 n=6)
BackendBlockTraceQL/mixedValNoMatch-24                 46.01k ± 187%   46.04k ± 81%        ~ (p=0.937 n=6)
BackendBlockTraceQL/mixedValMixedMatchAnd-24           21.28k ±   0%   21.28k ±  0%        ~ (p=0.790 n=6)
BackendBlockTraceQL/mixedValMixedMatchOr-24            22.26k ±   0%   22.28k ±  0%        ~ (p=0.102 n=6)
BackendBlockTraceQL/count-24                           10.41M ±   2%   10.41M ±  2%        ~ (p=0.589 n=6)
BackendBlockTraceQL/struct-24                          804.7k ±  41%   795.9k ± 42%        ~ (p=0.937 n=6)
BackendBlockTraceQL/||-24                              1.531M ±   0%   1.531M ±  0%        ~ (p=0.818 n=6)
BackendBlockTraceQL/mixed-24                           149.8k ±   0%   149.8k ±  0%        ~ (p=0.420 n=6)
BackendBlockTraceQL/complex-24                         207.2k ±   0%   207.2k ±  0%        ~ (p=0.258 n=6)
BackendBlockTraceQL/select-24                          4.145M ±   0%   4.145M ±  0%        ~ (p=0.937 n=6)
geomean                                                159.0k          157.4k         -0.98%

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I think we need the separator between every array value as well. Since AddString is going character by character it doesn't distinguish between different runs of the same inputs. The other data types look ok.

func TestHash(t *testing.T) {
	var h uint64
	h = fnv1a.AddString64(h, "abc")
	h = fnv1a.AddString64(h, "def")
	fmt.Println(h)

	var h2 uint64
	h2 = fnv1a.AddString64(h2, "abcdef")
	fmt.Println(h2)
}

Output:
16797655311123142743
16797655311123142743
--- PASS: TestHash

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Good catch, fixed it

@mdisibio mdisibio Oct 22, 2025

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I see the separator was added to addHashStr() but not where it's called. I was thinking we need to add the separator within this loop of attr.Value string slice. But now even better would be to pass it with addHashStr(hash, attr.Value...)

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I added some tests and even found a couple of more cases that could lead to collisions. I think it should be OK now

@stoewer
stoewer force-pushed the vp5-array-dedicated-cols branch from c495ff3 to eb2f70e Compare October 23, 2025 05:30
@stoewer
stoewer merged commit 27b4e33 into grafana:main Oct 27, 2025
38 of 39 checks passed
@stoewer
stoewer deleted the vp5-array-dedicated-cols branch February 12, 2026 09:53
mattdurham pushed a commit to mattdurham/tempo that referenced this pull request Jun 18, 2026
* Tune benchmarks

* Add options field to dedicated attribute columns

* Dedicated columns have slice values

* New encoding vParquet5-preview4

* Reuse slices in DedicatedAttributes

* Run make generate-manifest

* Fix lint/fmt warning

* CHANGELOG.md

* Process options in DedicatedColumns.Hash()

* vp3 and vp4 ignore dedicated columns with options

* Refactor filterDedicatedColumns() functions

* Avoid collistions when hashing dedicated attribute slices

* Fix hashing for rebatchTrace() and add tests
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