qe-wasm: Add script for twiggy visualisation

[SevInf]

Usage: node visualiz-twiggy.mjs
Produces result.html file with output of twiggy dominators with the
collabsible sections.

[github-actions]

WASM Size

Engine	This PR	Base branch	Diff
WASM	2.866MiB	2.866MiB	0.000B
WASM (gzip)	1.055MiB	1.055MiB	0.000B

[codspeed-hq]

CodSpeed Performance Report

Merging #4607 will not alter performance

_{Comparing feat/visualize-script (fee9062) with main (dbb3fbf)}

Summary

✅ 11 untouched benchmarks

[github-actions]

✅ WASM query-engine: no benchmarks have regressed

Full benchmark report

DATABASE_URL="postgresql://postgres:postgres@localhost:5432/bench?schema=imdb_bench&sslmode=disable" \
node --experimental-wasm-modules query-engine/driver-adapters/executor/dist/bench.mjs
cpu: AMD EPYC 7763 64-Core Processor
runtime: node v18.19.0 (x64-linux)

benchmark                   time (avg)             (min … max)       p75       p99      p995
-------------------------------------------------------------- -----------------------------
• movies.findMany() (all - 25000)
-------------------------------------------------------------- -----------------------------
Web Assembly: Baseline  309.01 ms/iter (302.65 ms … 322.47 ms) 309.73 ms 322.47 ms 322.47 ms
Web Assembly: Latest     312.6 ms/iter (309.55 ms … 319.33 ms) 313.62 ms 319.33 ms 319.33 ms
Web Assembly: Current   308.72 ms/iter (303.04 ms … 314.53 ms) 310.39 ms 314.53 ms 314.53 ms
Node API: Current       234.68 ms/iter (229.14 ms … 245.73 ms) 235.86 ms 245.73 ms 245.73 ms

summary for movies.findMany() (all - 25000)
  Web Assembly: Current
   1.32x slower than Node API: Current
   1x faster than Web Assembly: Baseline
   1.01x faster than Web Assembly: Latest

• movies.findMany({ take: 2000 })
-------------------------------------------------------------- -----------------------------
Web Assembly: Baseline   13.04 ms/iter   (11.79 ms … 22.14 ms)  12.36 ms  22.14 ms  22.14 ms
Web Assembly: Latest     12.46 ms/iter   (12.09 ms … 14.93 ms)   12.3 ms  14.93 ms  14.93 ms
Web Assembly: Current    12.29 ms/iter   (11.85 ms … 16.56 ms)  12.27 ms  16.56 ms  16.56 ms
Node API: Current         9.51 ms/iter    (9.19 ms … 12.59 ms)    9.6 ms  12.59 ms  12.59 ms

summary for movies.findMany({ take: 2000 })
  Web Assembly: Current
   1.29x slower than Node API: Current
   1.01x faster than Web Assembly: Latest
   1.06x faster than Web Assembly: Baseline

• movies.findMany({ where: {...}, take: 2000 })
-------------------------------------------------------------- -----------------------------
Web Assembly: Baseline    2.06 ms/iter     (1.83 ms … 3.59 ms)   1.94 ms   3.45 ms    3.5 ms
Web Assembly: Latest      1.98 ms/iter      (1.83 ms … 3.8 ms)   1.93 ms   3.38 ms    3.4 ms
Web Assembly: Current     1.93 ms/iter     (1.83 ms … 3.71 ms)    1.9 ms    2.9 ms      3 ms
Node API: Current         1.58 ms/iter     (1.49 ms … 2.15 ms)   1.59 ms   1.93 ms   2.12 ms

summary for movies.findMany({ where: {...}, take: 2000 })
  Web Assembly: Current
   1.22x slower than Node API: Current
   1.03x faster than Web Assembly: Latest
   1.07x faster than Web Assembly: Baseline

• movies.findMany({ include: { cast: true } take: 2000 }) (m2m)
-------------------------------------------------------------- -----------------------------
Web Assembly: Baseline   12.52 ms/iter   (11.76 ms … 17.24 ms)  12.38 ms  17.24 ms  17.24 ms
Web Assembly: Latest     12.26 ms/iter   (12.09 ms … 13.01 ms)  12.26 ms  13.01 ms  13.01 ms
Web Assembly: Current    12.21 ms/iter   (11.94 ms … 12.66 ms)  12.29 ms  12.66 ms  12.66 ms
Node API: Current         9.38 ms/iter     (9.12 ms … 9.78 ms)   9.41 ms   9.78 ms   9.78 ms

summary for movies.findMany({ include: { cast: true } take: 2000 }) (m2m)
  Web Assembly: Current
   1.3x slower than Node API: Current
   1x faster than Web Assembly: Latest
   1.03x faster than Web Assembly: Baseline

• movies.findMany({ where: {...}, include: { cast: true } take: 2000 }) (m2m)
-------------------------------------------------------------- -----------------------------
Web Assembly: Baseline    1.92 ms/iter     (1.82 ms … 3.13 ms)    1.9 ms   2.81 ms   2.84 ms
Web Assembly: Latest      1.88 ms/iter     (1.82 ms … 2.55 ms)   1.88 ms   2.26 ms   2.38 ms
Web Assembly: Current     1.89 ms/iter     (1.83 ms … 3.05 ms)   1.89 ms   2.26 ms   2.38 ms
Node API: Current         1.59 ms/iter     (1.52 ms … 2.31 ms)    1.6 ms    1.8 ms   1.84 ms

summary for movies.findMany({ where: {...}, include: { cast: true } take: 2000 }) (m2m)
  Web Assembly: Current
   1.19x slower than Node API: Current
   1.01x slower than Web Assembly: Latest
   1.01x faster than Web Assembly: Baseline

• movies.findMany({ take: 2000, include: { cast: { include: { person: true } } } })
-------------------------------------------------------------- -----------------------------
Web Assembly: Baseline   12.13 ms/iter    (11.8 ms … 14.06 ms)  12.17 ms  14.06 ms  14.06 ms
Web Assembly: Latest     12.24 ms/iter   (12.06 ms … 13.89 ms)  12.25 ms  13.89 ms  13.89 ms
Web Assembly: Current    12.25 ms/iter   (11.98 ms … 12.52 ms)  12.35 ms  12.52 ms  12.52 ms
Node API: Current         9.41 ms/iter     (9.09 ms … 9.72 ms)   9.47 ms   9.72 ms   9.72 ms

summary for movies.findMany({ take: 2000, include: { cast: { include: { person: true } } } })
  Web Assembly: Current
   1.3x slower than Node API: Current
   1.01x slower than Web Assembly: Baseline
   1x faster than Web Assembly: Latest

• movie.findMany({ where: { ... }, take: 2000, include: { cast: { include: { person: true } } } })
-------------------------------------------------------------- -----------------------------
Web Assembly: Baseline    1.91 ms/iter     (1.81 ms … 2.73 ms)   1.91 ms   2.65 ms   2.72 ms
Web Assembly: Latest      1.91 ms/iter     (1.82 ms … 2.94 ms)    1.9 ms   2.81 ms   2.84 ms
Web Assembly: Current     1.91 ms/iter     (1.84 ms … 2.54 ms)    1.9 ms   2.34 ms   2.42 ms
Node API: Current         1.66 ms/iter     (1.52 ms … 2.66 ms)   1.63 ms   2.44 ms   2.54 ms

summary for movie.findMany({ where: { ... }, take: 2000, include: { cast: { include: { person: true } } } })
  Web Assembly: Current
   1.15x slower than Node API: Current
   1x faster than Web Assembly: Latest
   1x faster than Web Assembly: Baseline

• movie.findMany({ where: { reviews: { author: { ... } }, take: 100 }) (to-many -> to-one)
-------------------------------------------------------------- -----------------------------
Web Assembly: Baseline  951.45 µs/iter   (860.35 µs … 1.69 ms) 934.97 µs   1.55 ms   1.58 ms
Web Assembly: Latest     910.5 µs/iter   (849.75 µs … 5.42 ms) 902.81 µs   1.23 ms    1.4 ms
Web Assembly: Current   908.77 µs/iter   (852.66 µs … 1.55 ms) 906.64 µs    1.4 ms   1.46 ms
Node API: Current        820.8 µs/iter    (770.74 µs … 1.1 ms) 840.64 µs 931.32 µs 984.95 µs

summary for movie.findMany({ where: { reviews: { author: { ... } }, take: 100 }) (to-many -> to-one)
  Web Assembly: Current
   1.11x slower than Node API: Current
   1x faster than Web Assembly: Latest
   1.05x faster than Web Assembly: Baseline

• movie.findMany({ where: { cast: { person: { ... } }, take: 100 }) (m2m -> to-one)
-------------------------------------------------------------- -----------------------------
Web Assembly: Baseline  917.84 µs/iter   (861.96 µs … 1.44 ms) 916.67 µs    1.3 ms   1.39 ms
Web Assembly: Latest    891.18 µs/iter   (851.97 µs … 1.37 ms) 899.36 µs   1.17 ms    1.2 ms
Web Assembly: Current   904.09 µs/iter    (861.79 µs … 1.6 ms) 899.32 µs   1.53 ms   1.54 ms
Node API: Current       824.25 µs/iter   (772.82 µs … 1.12 ms) 845.63 µs 997.43 µs   1.05 ms

summary for movie.findMany({ where: { cast: { person: { ... } }, take: 100 }) (m2m -> to-one)
  Web Assembly: Current
   1.1x slower than Node API: Current
   1.01x slower than Web Assembly: Latest
   1.02x faster than Web Assembly: Baseline

After changes in fee9062

[jkomyno]

Example output: