Allow stateful samplers to work in a distributed context

[jeremykubica]

For discussion

[codecov]

Codecov Report

❌ Patch coverage is 95.23810% with 1 line in your changes missing coverage. Please review.
✅ Project coverage is 94.60%. Comparing base (6f72ab8) to head (0b0725a).

Files with missing lines	Patch %	Lines
src/lightcurvelynx/math_nodes/given_sampler.py	95.00%	1 Missing ⚠️

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #623   +/-   ##
=======================================
  Coverage   94.60%   94.60%           
=======================================
  Files          62       62           
  Lines        5426     5431    +5     
=======================================
+ Hits         5133     5138    +5     
  Misses        293      293           

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[github-actions]

Before [6f72ab8]	After [aa11161]	Ratio	Benchmark (Parameter)
133±9μs	120±3μs	~0.90	benchmarks.TimeSuite.time_evaluate_simple_linear_wavelength_model
5.04±0.03ms	5.14±0.06ms	1.02	benchmarks.TimeSuite.time_lightcurve_source
104±1μs	106±2μs	1.02	benchmarks.TimeSuite.time_sample_x0_from_distmod
12.6±0.1μs	12.8±0.1μs	1.02	benchmarks.TimeSuite.time_sample_x1_from_hostmass
8.65±0.06ms	8.72±0.07ms	1.01	benchmarks.TimeSuite.time_load_passbands
49.2±0.4ms	49.0±0.4ms	1.00	benchmarks.TimeSuite.time_additive_multi_model_source
19.5±0.4ms	19.4±0.2ms	1.00	benchmarks.TimeSuite.time_chained_evaluate_sed
4.46±0.07ms	4.45±0.06ms	1.00	benchmarks.TimeSuite.time_evaluate_salt3_passbands
27.1±0.4ms	27.2±0.3ms	1.00	benchmarks.TimeSuite.time_make_and_evaluate_static_sed
30.0±0.3μs	30.1±0.7μs	1.00	benchmarks.TimeSuite.time_make_simple_linear_wavelength_model

Click here to view all benchmarks.