🧪 workspace, varo: Implement RNG with ChaCha8 and add optimization function

- Updated `Cargo.toml` and `Cargo.lock` to downgrade `rand_core` to 0.6.4 and add `rand_chacha` dependency with `serde1` feature.
- Implemented `Rng` struct wrapping `ChaCha8Rng` with seed initialization, stream selection, and number generation methods.
- Added `rng_new`, `rng_from_seed`, `rng_set_stream`, `rng_next_u32`, `rng_next_u64`, `rng_fill_bytes`, `rng_gen_f32`, and `rng_gen_gaussian` functions.
- Made `value` field in `Score` and `values` field in `OptimizationResult` public.
- Implemented `Distribution::sample` method that generates Gaussian numbers when moments are available.
- Added `From<f32>` implementation for `Score`.
- Implemented `optimize` function that evaluates candidates using cloned RNG streams and returns sorted results.
- Added integration test `test_optimize` that verifies optimization sorting behavior.
This commit is contained in:
Markus Scully 2025-08-06 16:46:58 +03:00
parent 5614cfe95f
commit db531c8c73
Signed by: mascully
GPG key ID: 93CA5814B698101C
5 changed files with 103 additions and 27 deletions

18
Cargo.lock generated
View file

@ -1373,7 +1373,7 @@ checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
dependencies = [
"libc",
"rand_chacha",
"rand_core 0.6.4",
"rand_core",
]
[[package]]
@ -1383,7 +1383,8 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88"
dependencies = [
"ppv-lite86",
"rand_core 0.6.4",
"rand_core",
"serde",
]
[[package]]
@ -1395,12 +1396,6 @@ dependencies = [
"getrandom 0.2.16",
]
[[package]]
name = "rand_core"
version = "0.9.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "99d9a13982dcf210057a8a78572b2217b667c3beacbf3a0d8b454f6f82837d38"
[[package]]
name = "redox_syscall"
version = "0.5.13"
@ -1423,7 +1418,7 @@ dependencies = [
"num-traits",
"pkcs1",
"pkcs8",
"rand_core 0.6.4",
"rand_core",
"signature",
"spki",
"subtle",
@ -1554,7 +1549,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "77549399552de45a898a580c1b41d445bf730df867cc44e6c0233bbc4b8329de"
dependencies = [
"digest",
"rand_core 0.6.4",
"rand_core",
]
[[package]]
@ -2083,7 +2078,8 @@ version = "0.1.0"
dependencies = [
"blake3",
"digest",
"rand_core 0.9.3",
"rand_chacha",
"rand_core",
"serde",
"serde_json",
"tempfile",