simular 0.3.1

Unified Simulation Engine for the Sovereign AI Stack
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68

# DVC Pipeline Configuration
# See: https://dvc.org/doc/user-guide/project-structure/dvcyaml-files

# Data versioning for reproducible experiments
stages:
  # TSP benchmark data
  prepare_tsp_data:
    cmd: cargo run --example prepare_data -- --dataset tsp
    deps:
      - data/raw/california_cities.yaml
    outs:
      - data/processed/tsp_benchmark.parquet

  # Run TSP benchmarks
  benchmark_tsp:
    cmd: cargo bench --bench simulation_benchmarks -- tsp
    deps:
      - benches/simulation_benchmarks.rs
      - src/demos/tsp_grasp.rs
    metrics:
      - metrics/tsp_benchmark.json:
          cache: false
    plots:
      - plots/tsp_convergence.csv:
          x: iteration
          y: tour_length

  # Orbit simulation benchmarks
  benchmark_orbit:
    cmd: cargo bench --bench simulation_benchmarks -- orbit
    deps:
      - benches/simulation_benchmarks.rs
      - src/orbit/physics.rs
    metrics:
      - metrics/orbit_benchmark.json:
          cache: false

  # Monte Carlo benchmarks
  benchmark_monte_carlo:
    cmd: cargo bench --bench simulation_benchmarks -- monte_carlo
    deps:
      - benches/simulation_benchmarks.rs
      - src/domains/monte_carlo.rs
    metrics:
      - metrics/monte_carlo_benchmark.json:
          cache: false

  # Generate comparison report
  compare_benchmarks:
    cmd: python scripts/compare_benchmarks.py
    deps:
      - metrics/tsp_benchmark.json
      - metrics/orbit_benchmark.json
      - metrics/monte_carlo_benchmark.json
    outs:
      - reports/benchmark_comparison.md

# Artifact versioning
artifacts:
  tsp-model:
    path: models/tsp_surrogate.bin
    type: model
    desc: Gaussian Process surrogate for TSP

  orbit-params:
    path: params/orbit_config.yaml
    type: params
    desc: Orbital simulation parameters