feat: unify optimize and optimize_with via blanket Objective impl

- Add blanket `impl Objective<V> for Fn(&mut Trial) -> Result<V, E>`
  so closures work directly with `optimize`
- Rewrite optimize, optimize_async, optimize_parallel to accept
  `impl Objective<V>` with before_trial/after_trial hooks
- Remove optimize_with, optimize_with_async, optimize_with_parallel
- Remove max_retries and retry logic from Objective trait
- Add explicit closure type annotations for HRTB inference
- Convert FnMut test closures to Fn via RefCell/Cell
This commit is contained in:
Manuel Raimann
2026-02-12 13:09:14 +01:00
parent c20a53dfba
commit 47b5f9cec8
41 changed files with 316 additions and 793 deletions
+5 -5
View File
@@ -119,7 +119,7 @@ fn study_with_journal_integration() {
let study =
Study::with_journal(Direction::Minimize, RandomSampler::with_seed(1), &path).unwrap();
study
.optimize(5, |trial| {
.optimize(5, |trial: &mut optimizer::Trial| {
let val = x.suggest(trial)?;
Ok::<_, optimizer::Error>(val * val)
})
@@ -134,7 +134,7 @@ fn study_with_journal_integration() {
// Continue optimizing
study2
.optimize(5, |trial| {
.optimize(5, |trial: &mut optimizer::Trial| {
let val = x.suggest(trial)?;
Ok::<_, optimizer::Error>(val * val)
})
@@ -158,7 +158,7 @@ fn ids_are_unique_after_reload() {
let study =
Study::with_journal(Direction::Minimize, RandomSampler::with_seed(1), &path).unwrap();
study
.optimize(3, |trial| {
.optimize(3, |trial: &mut optimizer::Trial| {
let _ = FloatParam::new(0.0, 1.0).suggest(trial)?;
Ok::<_, optimizer::Error>(1.0)
})
@@ -169,7 +169,7 @@ fn ids_are_unique_after_reload() {
let study =
Study::with_journal(Direction::Minimize, RandomSampler::with_seed(2), &path).unwrap();
study
.optimize(3, |trial| {
.optimize(3, |trial: &mut optimizer::Trial| {
let _ = FloatParam::new(0.0, 1.0).suggest(trial)?;
Ok::<_, optimizer::Error>(1.0)
})
@@ -194,7 +194,7 @@ fn pruned_trials_are_stored() {
// Complete one, prune one
let x = FloatParam::new(0.0, 1.0);
study
.optimize(3, |trial| {
.optimize(3, |trial: &mut optimizer::Trial| {
let _ = x.suggest(trial)?;
if trial.id() == 1 {
Err(optimizer::TrialPruned)?;