Add QUBODrivers 0.6 benchmark conformance

CHANGELOG.md

@@ -2,6 +2,10 @@
 
 ## Unreleased
 
+- Updated compatibility to QUBODrivers 0.6.1 and QUBOTools 0.13.
+- Added QUBODrivers benchmark metadata, final-read, and time-limit conformance
+  declarations for the MQLib optimizer.
+
 ## v0.6.0 - 2026-06-06
 
 - Added a Julia `ccall` solve path that uses `MQLib_jll.libmqlib_c_api`.

Project.toml

@@ -14,6 +14,6 @@ QUBOTools = "60eb5b62-0a39-4ddc-84c5-97d2adff9319"
 MQLib_jll        = "0.1.2"
 MathOptInterface = "1"
 Printf           = "1"
-QUBOTools        = "0.12, 0.13"
-QUBODrivers      = "0.4, 0.5, 0.6"
+QUBOTools        = "0.13"
+QUBODrivers      = "0.6.1"
 julia            = "1.10"

README.md

@@ -36,8 +36,8 @@ optimize!(model)
 
 ## Selecting Heuristics
 
-This wrapper allows one to access all 39 QUBO and Max-Cut Heuristics provided by [MQLib](https://github.com/MQLib/MQLib).
-Selecting the method to be used can be achieved via JuMP's attribute interface:
+This wrapper allows one to access the QUBO and Max-Cut heuristics provided by [MQLib](https://github.com/MQLib/MQLib).
+Selecting the method to be used can be achieved via JuMP's attribute interface:
 
 ```julia
 JuMP.set_optimizer_attribute(model, "heuristic", "ALKHAMIS1998")
@@ -49,8 +49,18 @@ or by calling MQLib helper functions:
 MQLib.set_heuristic(model, "ALKHAMIS1998")
 ```
 
-To list available heuristics and their descriptions, run:
-
-```julia
-MQLib.show_heuristics()
-```
+To list available heuristics and their descriptions, run:
+
+```julia
+MQLib.show_heuristics()
+```
+
+## Reads, Seeds, and Time Limits
+
+MQLib.jl supports the standard `QUBODrivers.RandomSeed()` attribute through the
+raw `"seed"` optimizer attribute. `QUBODrivers.FinalNumberOfReads()` controls
+the number of emitted samples; when it is unset, it falls back to `"num_reads"`.
+
+`MOI.TimeLimitSec()` is divided evenly across the emitted reads and passed to
+MQLib as the per-heuristic runtime limit. If no time limit is set, each read
+uses a one-second total default split across the requested reads.

src/MQLib.jl

@@ -55,88 +55,156 @@ function __init__()
     return nothing
 end
 
-QUBODrivers.@setup Optimizer begin
-    name       = "MQLib"
-    version    = __VERSION__
-    attributes = begin
-        RandomSeed["seed"]::Union{Integer,Nothing} = nothing
+QUBODrivers.@setup Optimizer begin
+    name       = "MQLib"
+    version    = __VERSION__
+    attributes = begin
+        RandomSeed["seed"]::Union{Integer,Nothing} = nothing
         NumberOfReads["num_reads"]::Integer = 1
         Heuristic["heuristic"]::Union{String,Nothing} = nothing
-    end
-end
-
-function QUBODrivers.sample(sampler::Optimizer{T}) where {T}
-    n, L, Q, α, β = QUBOTools.qubo(sampler, :dict; sense = :max, domain = :bool)
-
-    num_reads      = MOI.get(sampler, MQLib.NumberOfReads())
-    silent         = MOI.get(sampler, MOI.Silent())
-    heuristic      = MOI.get(sampler, MQLib.Heuristic())
-    random_seed    = MOI.get(sampler, MQLib.RandomSeed())
-    time_limit_sec = MOI.get(sampler, MOI.TimeLimitSec())
-
-    if num_reads <= 0
-        error("Number of reads must be a positive integer")
-    end
-
-    if !isnothing(heuristic) && !haskey(_HEURISTICS, heuristic)
-        error("Invalid QUBO Heuristic code '$heuristic'")
-    end
-
+    end
+end
+
+QUBODrivers.honors_final_reads(::Type{<:Optimizer}) = true
+QUBODrivers.enforces_time_limit(::Type{<:Optimizer}) = true
+
+function QUBODrivers.sample(sampler::Optimizer{T}) where {T}
+    n, L, Q, α, β = QUBOTools.qubo(sampler, :dict; sense = :max, domain = :bool)
+
+    num_reads       = MOI.get(sampler, MQLib.NumberOfReads())
+    final_num_reads = _mqlib_final_number_of_reads(sampler, num_reads)
+    silent          = MOI.get(sampler, MOI.Silent())
+    heuristic       = MOI.get(sampler, MQLib.Heuristic())
+    random_seed     = MOI.get(sampler, MQLib.RandomSeed())
+    metadata_seed   = random_seed
+    time_limit_sec  = MOI.get(sampler, MOI.TimeLimitSec())
+
+    if num_reads <= 0
+        error("Number of reads must be a positive integer")
+    end
+
+    if isnothing(final_num_reads) || final_num_reads <= 0
+        error("Final number of reads must be a positive integer")
+    end
+
+    if !isnothing(heuristic) && !haskey(_HEURISTICS, heuristic)
+        error("Invalid QUBO Heuristic code '$heuristic'")
+    end
+
     if !isnothing(random_seed)
         random_seed %= 65_536
     end
-
-    run_time_limit = if isnothing(time_limit_sec)
-        1.0 / num_reads
-    else
-        time_limit_sec / num_reads
-    end
-
-    metadata = Dict{String,Any}(
-        "time"   => Dict{String,Any}(),
-        "origin" => Dict{String,Any}(
-            "name"      => "MQLib",
-            "version"   => __VERSION__,
-            "heuristic" => heuristic,
-        ),
-    )
-
+
+    run_time_limit = if isnothing(time_limit_sec)
+        1.0 / final_num_reads
+    else
+        time_limit_sec / final_num_reads
+    end
+
     samples, effective_time = if _mqlib_can_use_c_api(heuristic)
         _sample_with_c_api(
             T,
             n,
             L,
             Q,
-            α,
-            β;
-            num_reads,
-            silent,
-            heuristic,
-            random_seed,
-            run_time_limit,
+            α,
+            β;
+            num_reads = final_num_reads,
+            silent,
+            heuristic,
+            random_seed,
+            run_time_limit,
         )
     else
         _sample_with_executable(
             T,
             n,
             L,
             Q,
-            α,
-            β;
-            num_reads,
-            silent,
-            heuristic,
-            random_seed,
-            run_time_limit,
-        )
-    end
-
-    metadata["time"]["effective"] = effective_time
-
-    return QUBOTools.SampleSet{T}(samples, metadata; sense = :max, domain = :bool)
-end
-
-function _sample_with_executable(
+            α,
+            β;
+            num_reads = final_num_reads,
+            silent,
+            heuristic,
+            random_seed,
+            run_time_limit,
+        )
+    end
+
+    metadata = _mqlib_metadata(
+        heuristic;
+        final_num_reads,
+        sample_count = length(samples),
+        effective_time,
+        random_seed = metadata_seed,
+    )
+
+    return QUBOTools.SampleSet{T}(samples, metadata; sense = :max, domain = :bool)
+end
+
+function _mqlib_final_number_of_reads(sampler::Optimizer, num_reads::Integer)
+    if isdefined(QUBODrivers, :final_number_of_reads)
+        return QUBODrivers.final_number_of_reads(sampler)
+    else
+        return num_reads
+    end
+end
+
+function _mqlib_metadata(
+    heuristic::Union{String,Nothing};
+    final_num_reads::Integer,
+    sample_count::Integer,
+    effective_time::Real,
+    random_seed::Union{Integer,Nothing},
+)
+    if isdefined(QUBODrivers, :_sampler_metadata)
+        metadata = QUBODrivers._sampler_metadata(
+            origin                = "MQLib.jl",
+            algorithm_name        = _mqlib_algorithm_name(heuristic),
+            backend_name          = "MQLib",
+            backend_version       = __VERSION__,
+            execution_mode        = _mqlib_execution_mode(heuristic),
+            optimizer_evaluations = final_num_reads,
+            number_of_reads       = final_num_reads,
+            final_number_of_reads = sample_count,
+            status                = "locally_solved",
+            termination_status    = MOI.LOCALLY_SOLVED,
+        )
+        metadata["seeds"] = _mqlib_seed_metadata(random_seed)
+        metadata["time"] = Dict{String,Any}("effective" => effective_time)
+
+        return metadata
+    else
+        return Dict{String,Any}(
+            "time"   => Dict{String,Any}("effective" => effective_time),
+            "seeds"  => _mqlib_seed_metadata(random_seed),
+            "origin" => Dict{String,Any}(
+                "name"      => "MQLib",
+                "version"   => __VERSION__,
+                "heuristic" => heuristic,
+            ),
+        )
+    end
+end
+
+function _mqlib_seed_metadata(random_seed::Union{Integer,Nothing})
+    seeds = Dict{String,Any}()
+    if !isnothing(random_seed)
+        seeds["sampler"] = random_seed
+    end
+
+    return seeds
+end
+
+function _mqlib_algorithm_name(heuristic::Union{String,Nothing})
+    return something(heuristic, "Hyper-Heuristic")
+end
+
+function _mqlib_execution_mode(heuristic::Union{String,Nothing})
+    return isnothing(heuristic) ? "hyperheuristic" : "heuristic"
+end
+
+function _sample_with_executable(
     ::Type{T},
     n::Integer,
     L,

test/runtests.jl

@@ -3,6 +3,8 @@ import TOML
 import MQLib
 import MQLib: MOI, QUBODrivers
 
+const QUBOTools = MQLib.QUBOTools
+
 function first_available_tool(names::Vector{String})
     for name in names
         path = Sys.which(name)
@@ -33,6 +35,12 @@ function configure_public_default_hyperheuristic_smoke!(model)
     return model
 end
 
+function solution_metadata(model)
+    raw = MOI.get(model, MOI.RawSolver())
+
+    return QUBOTools.metadata(QUBOTools.solution(raw))
+end
+
 function test_public_default_hyperheuristic_succeeds()
     T = Float64
     n = 3
@@ -111,6 +119,18 @@ function test_public_c_api_bool_max_objectives()
     )
     Test.@test total_reads == 2
 
+    metadata = solution_metadata(model)
+    Test.@test metadata["seeds"]["sampler"] == 1234
+
+    Test.@test isempty(QUBODrivers.validate_metadata(metadata))
+    Test.@test metadata["origin"] == "MQLib.jl"
+    Test.@test metadata["algorithm"]["name"] == "ALKHAMIS1998"
+    Test.@test metadata["backend"]["name"] == "MQLib"
+    Test.@test metadata["backend"]["version"] == MQLib.__VERSION__
+    Test.@test metadata["reads"]["number_of_reads"] == 2
+    Test.@test metadata["reads"]["final_number_of_reads"] == 2
+    Test.@test metadata["time"]["effective"] > 0.0
+
     return nothing
 end
 
@@ -159,16 +179,20 @@ Test.@testset "Compatibility metadata" begin
 
     Test.@test compat["julia"] == "1.10"
     Test.@test compat["MQLib_jll"] == "0.1.2"
-    Test.@test compat["QUBODrivers"] == "0.4, 0.5, 0.6"
-    Test.@test compat["QUBOTools"] == "0.12, 0.13"
+    Test.@test compat["QUBODrivers"] == "0.6.1"
+    Test.@test compat["QUBOTools"] == "0.13"
 
     ci = read(joinpath(root, ".github", "workflows", "ci.yml"), String)
     Test.@test occursin(r"version:\s*'1\.10'", ci)
     Test.@test occursin(r"version:\s*'1'", ci)
 end
 
 Test.@testset "QUBODrivers" begin
-    QUBODrivers.test(MQLib.Optimizer) do model
+    Test.@test QUBODrivers.supports_seed(MQLib.Optimizer)
+    Test.@test QUBODrivers.honors_final_reads(MQLib.Optimizer)
+    Test.@test QUBODrivers.enforces_time_limit(MQLib.Optimizer)
+
+    QUBODrivers.test(MQLib.Optimizer; benchmark_conformance = true) do model
         MOI.set(model, MOI.Silent(), true)
         MOI.set(model, MQLib.Heuristic(), first(MQLib.heuristics()))
     end