ITensor / ITensor/ITensorMPS.jl
[ITensors] [BUG] Add check for flux when adding ITensors and MPS
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- Dominant language
- Julia
- Stars
- 85
- Forks
- 27
- Avg merge
- 22m
- Merged PRs (30d)
- 1
Description
Description of bug
Currently you are allowed to add two ITensors or MPS which have different flux, which is not well defined. It should throw an error.
See https://itensor.discourse.group/t/how-to-deal-with-entangled-state-of-different-quantum-number/94.
Minimal code demonstrating the bug or unexpected behavior
Minimal runnable code
julia> using ITensors
julia> s = siteinds("S=1/2", 3; conserve_qns=true);
julia> A1 = randomITensor(QN(), s[1]', dag(s[1]));
julia> A2 = randomITensor(QN("Sz", 2), s[1]', dag(s[1]));
julia> @show A1;
A1 = ITensor ord=2
Dim 1: (dim=2|id=12|"S=1/2,Site,n=1")' <Out>
1: QN("Sz",1) => 1
2: QN("Sz",-1) => 1
Dim 2: (dim=2|id=12|"S=1/2,Site,n=1") <In>
1: QN("Sz",1) => 1
2: QN("Sz",-1) => 1
NDTensors.BlockSparse{Float64, Vector{Float64}, 2}
2×2
Block(1, 1)
[1:1, 1:1]
-0.7467320137298004
Block(2, 2)
[2:2, 2:2]
-0.2159039892715488
julia> @show A2;
A2 = ITensor ord=2
Dim 1: (dim=2|id=12|"S=1/2,Site,n=1")' <Out>
1: QN("Sz",1) => 1
2: QN("Sz",-1) => 1
Dim 2: (dim=2|id=12|"S=1/2,Site,n=1") <In>
1: QN("Sz",1) => 1
2: QN("Sz",-1) => 1
NDTensors.BlockSparse{Float64, Vector{Float64}, 2}
2×2
Block(1, 2)
[1:1, 2:2]
-0.5224630234648842
julia> @show A1 + A2;
A1 + A2 = ITensor ord=2
Dim 1: (dim=2|id=12|"S=1/2,Site,n=1")' <Out>
1: QN("Sz",1) => 1
2: QN("Sz",-1) => 1
Dim 2: (dim=2|id=12|"S=1/2,Site,n=1") <In>
1: QN("Sz",1) => 1
2: QN("Sz",-1) => 1
NDTensors.BlockSparse{Float64, Vector{Float64}, 2}
2×2
Block(1, 1)
[1:1, 1:1]
-0.7467320137298004
Block(2, 2)
[2:2, 2:2]
-0.2159039892715488
Block(1, 2)
[1:1, 2:2]
-0.5224630234648842
julia> psi1 = MPS(s, ["Dn", "Dn", "Dn"]);
julia> psi2 = MPS(s, ["Up", "Dn", "Dn"]);
julia> psi1 + psi2
MPS
[1] ((dim=2|id=12|"S=1/2,Site,n=1") <Out>
1: QN("Sz",1) => 1
2: QN("Sz",-1) => 1, (dim=1|id=84|"Link,l=1") <Out>
1: QN("Sz",-2) => 1)
[2] ((dim=2|id=494|"S=1/2,Site,n=2") <Out>
1: QN("Sz",1) => 1
2: QN("Sz",-1) => 1, (dim=1|id=155|"Link,l=2") <Out>
1: QN("Sz",-1) => 1, (dim=1|id=84|"Link,l=1") <In>
1: QN("Sz",-2) => 1)
[3] ((dim=2|id=221|"S=1/2,Site,n=3") <Out>
1: QN("Sz",1) => 1
2: QN("Sz",-1) => 1, (dim=1|id=155|"Link,l=2") <In>
1: QN("Sz",-1) => 1)
julia> flux(psi1)
QN("Sz",-3)
julia> flux(psi2)
QN("Sz",-1)
Version information
- Output from
versioninfo():
julia> versioninfo()
Julia Version 1.7.2
Commit bf53498635 (2022-02-06 15:21 UTC)
Platform Info:
OS: Linux (x86_64-pc-linux-gnu)
CPU: Intel(R) Xeon(R) E-2176M CPU @ 2.70GHz
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-12.0.1 (ORCJIT, skylake)
Environment:
JULIA_EDITOR = vim
- Output from
using Pkg; Pkg.status("ITensors"):
julia> using Pkg; Pkg.status("ITensors")
Status `~/.julia/environments/v1.7/Project.toml`
[9136182c] ITensors v0.3.10
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start from the ITensor and MPS addition paths shown by the minimal Julia example, then inspect how flux is obtained for each operand. Reproduce additions with mismatched and matching flux values; done when mismatched ITensors and MPS throw an error while valid additions remain supported.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- backend
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100