pretty tables 3

[penelopeysm]

replace #1024 which fails because compathelper forces newest versions of packages which forces some recent version of JET that only works on 1.12

[github-actions]

Benchmark Report for Commit 56841ef

Computer Information

Julia Version 1.11.7
Commit f2b3dbda30a (2025-09-08 12:10 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 4 × AMD EPYC 7763 64-Core Processor
  WORD_SIZE: 64
  LLVM: libLLVM-16.0.6 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Benchmark Results

┌───────────────────────┬───────┬─────────────┬───────────────────┬────────┬────────────────┬─────────────────┐
│                 Model │   Dim │  AD Backend │           VarInfo │ Linked │ t(eval)/t(ref) │ t(grad)/t(eval) │
├───────────────────────┼───────┼─────────────┼───────────────────┼────────┼────────────────┼─────────────────┤
│ Simple assume observe │     1 │ forwarddiff │             typed │  false │            9.0 │             1.6 │
│           Smorgasbord │   201 │ forwarddiff │             typed │  false │          679.6 │            43.7 │
│           Smorgasbord │   201 │ forwarddiff │ simple_namedtuple │   true │          441.6 │            51.8 │
│           Smorgasbord │   201 │ forwarddiff │           untyped │   true │         1224.6 │            28.9 │
│           Smorgasbord │   201 │ forwarddiff │       simple_dict │   true │         7063.1 │            27.7 │
│           Smorgasbord │   201 │ reversediff │             typed │   true │         1498.1 │            28.9 │
│           Smorgasbord │   201 │    mooncake │             typed │   true │         1054.4 │             4.5 │
│    Loop univariate 1k │  1000 │    mooncake │             typed │   true │         6074.3 │             4.2 │
│       Multivariate 1k │  1000 │    mooncake │             typed │   true │         1019.6 │             9.1 │
│   Loop univariate 10k │ 10000 │    mooncake │             typed │   true │        68500.6 │             3.8 │
│      Multivariate 10k │ 10000 │    mooncake │             typed │   true │         8665.6 │            10.1 │
│               Dynamic │    10 │    mooncake │             typed │   true │          139.8 │            11.3 │
│              Submodel │     1 │    mooncake │             typed │   true │           13.7 │             5.0 │
│                   LDA │    12 │ reversediff │             typed │   true │         1047.9 │             2.1 │
└───────────────────────┴───────┴─────────────┴───────────────────┴────────┴────────────────┴─────────────────┘

[penelopeysm]

ok turns out that PrettyTables v3 has quite big changes which means that i'm not going to deal with it and it can be somebody else's problem (or alternatively we can just ignore compathelper)

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 82.34%. Comparing base (e50d40d) to head (56841ef).
⚠️ Report is 1 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #1026   +/-   ##
=======================================
  Coverage   82.34%   82.34%           
=======================================
  Files          38       38           
  Lines        3949     3949           
=======================================
  Hits         3252     3252           
  Misses        697      697           

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[coveralls]

Pull Request Test Coverage Report for Build 17881023680

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• 27 unchanged lines in 6 files lost coverage.
• Overall coverage remained the same at 82.601%

---

Files with Coverage Reduction	New Missed Lines	%
src/model.jl	1	86.73%
src/debug_utils.jl	3	89.27%
src/extract_priors.jl	3	60.53%
src/pointwise_logdensities.jl	3	93.06%
src/values_as_in_model.jl	4	72.41%
src/threadsafe.jl	13	62.16%

Totals
Change from base Build 17866549439:	0.0%
Covered Lines:	3252
Relevant Lines:	3937

---

💛 - Coveralls

[github-actions]

DynamicPPL.jl documentation for PR #1026 is available at:
https://TuringLang.github.io/DynamicPPL.jl/previews/PR1026/