initial

Manifest.toml

@@ -0,0 +1,1189 @@
+# This file is machine-generated - editing it directly is not advised
+
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+manifest_format = "2.0"
+project_hash = "efc346a47a13db9ca8c4788070cfeacc4f359dcd"
+
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+
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+    AbstractFFTsTestExt = "Test"
+
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Project.toml

@@ -0,0 +1,12 @@
+[deps]
+GenericTensorNetworks = "3521c873-ad32-4bb4-b63d-f4f178f42b49"
+Graphs = "86223c79-3864-5bf0-83f7-82e725a168b6"
+Jugsaw = "506f6749-58fa-473a-ada6-eb0172fb6950"
+JugsawIR = "6340f1c1-b722-4800-8081-8412e0693b45"
+Revise = "295af30f-e4ad-537b-8983-00126c2a3abe"
+
+[jugsaw]
+name = "helloworld"
+uuid = "a3b13fb6-afc4-4996-b363-56457522e973"
+authors = ["Jun Tian <tianjun.cpp@gmail.com>"]
+version = "0.1.0"

README.md

@@ -1,11 +1,40 @@
----
-title: Generic Tensor Networks
-emoji: 📈
-colorFrom: red
-colorTo: yellow
-sdk: docker
-pinned: false
-license: mit
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Hello World
+
+To run this exmaple, you need to have a docker installed.
+
+First, let's build the docker image manually.
+
+```bash
+docker build -t jugsaw/helloworld -f example/hello_world/Dockerfile .
+```
+
+Then run the docker.
+
+```bash
+docker run --network="host" jugsaw/helloworld
+```
+
+(In the future, above steps can be skipped because we'll deploy examples on the cloud.)
+
+Now we can call those demo functions in a separate terminal.
+
+```bash
+curl --request POST \
+  --url http://127.0.0.1:8081/actors/greet/jinguo/method/ \
+  --data '"Jinguo"'
+
+curl --request POST \
+  --url http://127.0.0.1:8081/actors/greet/jinguo/method/fetch \
+  --data '"REPLACE_ME_WITH_RESULT_FROM_ABOVE_REQUEST"'
+
+curl --request POST \
+  --url http://127.0.0.1:8081/actors/Counter/juntian/method/ \
+  --data 5
+
+curl --request POST \
+  --url http://127.0.0.1:8081/actors/Counter/juntian/method/fetch \
+  --data '"REPLACE_ME_WITH_RESULT_FROM_ABOVE_REQUEST"'
+```
+
+TODO: We should return result directly by default(sync mode by default).
+TODO: add Python/Julia client based usages.

app.jl

@@ -0,0 +1,86 @@
+using Jugsaw
+using Jugsaw.Universe
+
+using GenericTensorNetworks
+using GenericTensorNetworks: AbstractProperty
+import GenericTensorNetworks.Graphs
+using GenericTensorNetworks.Random
+
+# TODO: we need to support SELECT better! Maybe automatically categorize functions.
+
+abstract type GraphProblemConfig end
+Base.@kwdef struct IndependentSetConfig <: GraphProblemConfig
+    graph::Graph
+    weights::Vector{Int}=ones(nv(g))
+    openvertices::Vector{Int}=Int[]
+    fixedvertices::Dict{Int,Int}=Dict{Int, Int}()
+end
+
+function cast_to_problem(c::IndependentSetConfig, optimizer)
+    # construct the SimpleGraph.
+    g = Graphs.SimpleGraph(c.graph.nv)
+    for k in 1:size(c.graph.edges, 2)
+        Graphs.add_edge!(g, c.graph.edges[:, k]...)
+    end
+    # weights
+    weights = c.weights == ones(Int, Graphs.nv(g)) ? GenericTensorNetworks.NoWeight() : c.weights
+    return IndependentSet(g; weights, optimizer)
+end
+struct ConfigsMaxSample{K} <: AbstractProperty
+    n::Int
+end
+struct ConfigsMinSample{K} <: AbstractProperty
+    n::Int
+end
+struct ConfigsAllSample <: AbstractProperty
+    n::Int
+end
+pretype(::ConfigsAllSample) = ConfigsAll(; tree_storage=true)
+pretype(::ConfigsMaxSample{K}) where K = ConfigsMax(K; tree_storage=true)
+pretype(::ConfigsMinSample{K}) where K = ConfigsMin(K; tree_storage=true)
+# TODO: support optimizer picker.
+
+"""
+```math
+x^2
+```
+"""
+function solve(probconfig::GraphProblemConfig,
+                property::AbstractProperty;
+                usecuda::Bool=false,
+                seed::Int=2,
+                )
+    Random.seed!(seed)
+    optimizer=TreeSA(; niters=5)
+    problem = cast_to_problem(probconfig, optimizer)
+    if property isa ConfigsAllSample
+        res = GenericTensorNetworks.solve(problem, pretype(property); usecuda)[]
+        return generate_samples(res, num_samples)
+    elseif property isa ConfigsMaxSample || property isa ConfigsMinSample
+        res = GenericTensorNetworks.solve(problem, pretype(property); usecuda)[]
+        return generate_samples(hasfield(res, :coeffs) ? res.coeffs[1] : res.c, num_samples)
+    else
+        return GenericTensorNetworks.solve(problem, property; usecuda)[]
+    end
+end
+
+function smallgraph(s::Symbol)
+    g = Graphs.smallgraph(s)
+    return Graph(Graphs.nv(g), hcat(collect.(Tuple.(Graphs.edges(g)))...))
+end
+# :MaximalIS, :SpinGlass, :Coloring, :DominatingSet,
+# :HyperSpinGlass, :Matching, :MaxCut, :OpenPitMining,
+# :PaintShop, :Satisfiability, :SetCovering, :SetPacking
+for (property, tag) in [(:(SizeMax()), :sizemax),
+                         (:(CountingMax()), :countingmax),
+                         (:(CountingMax(2)), :countingmax2)
+                        ]
+    FNAME = Symbol(:solve_, tag)
+    @eval $FNAME(config; kwargs...) = solve(config, $property; kwargs...)
+    @eval @register GenericTN $FNAME(
+            IndependentSetConfig(; graph=smallgraph(:petersen), weights=ones(10));
+            usecuda::Bool=false,
+            seed::Int=2
+        )
+end
+@register GenericTN smallgraph(:petersen)

server.jl

@@ -0,0 +1,5 @@
+import Jugsaw, Revise
+
+Revise.includet("app.jl")
+@info "Running application: " Jugsaw.APP
+Jugsaw.Server.serve(Jugsaw.APP; watched_files=["app.jl"])